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Valeria Cirillo

Citations

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Working papers

  1. Valeria Cirillo & Francesco Sabato Massimo & Matteo Rinaldini & Jacopo Staccioli & Maria Enrica Virgillito, 2024. "Monopoly Power upon the World of Work: A Workplace Analysis in the Logistics Segment Under Automation," Post-Print hal-04866980, HAL.

    Cited by:

    1. Carles Méndez-Ortega & Cristian Castillo Gutierrez & Eduard J. Alvarez-Palau, 2026. "Beyond the city core: spatial drivers of logistics facility location in the e-commerce era," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 75(2), pages 1-25, June.

  2. Valeria Cirillo & Andrea Mina & Andrea Ricci, 2024. "Digital Technologies, Labor market flows and Training: Evidence from Italian employer-employee data," LEM Papers Series 2024/22, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Cited by:

    1. Bisio, Laura & Cuzzola, Angelo & Grazzi, Marco & Moschella, Daniele, 2025. "The dynamics of automation adoption: Firm-level heterogeneity and aggregate employment effects," European Economic Review, Elsevier, vol. 173(C).
    2. Xiaofang Dai & Zhenhua Zhang & Weiming Gan & Dongshou Fan, 2025. "Can Digital Economy Facilitate Household Clean Cooking Fuel Transition? Empirical Evidence from China," Sustainability, MDPI, vol. 17(1), pages 1-20, January.
    3. Chun, Hyunbae & Shin, Donghan, 2025. "Beyond automation: The multifaceted impact of advanced digital technologies on employment dynamics," Research Policy, Elsevier, vol. 54(10).

  3. Cetrulo, Armanda & Cirillo, Valeria & Landini, Fabio, 2022. "Organized Labour and R&D: Evidence from Italy," GLO Discussion Paper Series 1195, Global Labor Organization (GLO).

    Cited by:

    1. Edoardo Beretta & Marco Desogus & Soorjith Illickal Karthikeyan, 2023. "The effect of reducing wages of remote workers on society. A preliminary assessment," PSL Quarterly Review, Economia civile, vol. 76(307), pages 373-392.
    2. Guendalina Anzolin & Chiara Benassi & Armanda Cetrulo, 2024. "Industrial relations and firm-level innovation. A comparative analysis of establishment data in Germany and Italy," LEM Papers Series 2024/12, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

  4. Valeria Cirillo & Matteo Rinaldini & Maria Enrica Virgillito & Maria Luisa Divella & Caterina Manicardi & Francesco Sabato Massimo & Armanda Cetrulo & Eleonora Costantini & Angelo Moro & Jacopo Stacci, 2022. "Case studies of automation in services," Sciences Po Economics Publications (main) hal-03899186, HAL.
    • CIRILLO Valeria & RINALDINI Matteo & VIRGILLITO Maria Enrica & DIVELLA Marialuisa & MANICARDI Caterina & MASSIMO Francesco Sabato & CETRULO Armanda & COSTANTINI Eleonora & MORO Angelo & STACCIOLI Jaco, 2022. "Case studies of automation in services," JRC Research Reports JRC129691, Joint Research Centre.
    • Valeria Cirillo & Matteo Rinaldini & Maria Enrica Virgillito & Maria Luisa Divella & Caterina Manicardi & Francesco Sabato Massimo & Armanda Cetrulo & Eleonora Costantini & Angelo Moro & Jacopo Stacci, 2022. "Case studies of automation in services," Working Papers hal-03899186, HAL.

    Cited by:

    1. Margherita Russo & Armanda Cetrulo & Annamaria Simonazzi, 2025. "Digitalization and automation in the automotive sector: the manifold role of lean production," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(4), pages 1129-1165, December.
    2. Cirillo, Valeria & Fanti, Lucrezia & Mina, Andrea & Ricci, Andrea, 2023. "The adoption of digital technologies: Investment, skills, work organisation," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 89-105.
    3. Cirillo, Valeria & Mina, Andrea & Ricci, Andrea, 2024. "Digital technologies, labor market flows and training: Evidence from Italian employer-employee data," Technological Forecasting and Social Change, Elsevier, vol. 209(C).

  5. Serenella Caravella & Valeria Cirillo & Francesco Crespi & Dario Guarascio & Mirko Menghini, 2022. "The diffusion of digital skills across EU regions:structural drivers and polarization dynamics," Working Papers in Public Economics 227, Department of Economics and Law, Sapienza University of Rome.

    Cited by:

    1. Madalina Mazare & Catalin-Alexandru Verdes & Alexandra-Andreea Mironescu, "undated". "Remote Working Risk Exposure - An Europe Digital Coverage Case Study," BASIQ Conference Proceedings 2024:046, Bucharest University of Economic Studies.
    2. Guarascio, Dario & Reljic, Jelena & Stöllinger, Roman, 2025. "Diverging paths: AI exposure and employment across European regions," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 11-24.
    3. Alon, Ilan & Bretas, Vanessa P.G. & Galetti, Jefferson R.B. & Götz, Marta & Jankowska, Barbara, 2025. "Determinants of human-machine interaction technology usage: An automated machine learning approach," Technovation, Elsevier, vol. 143(C).
    4. Santiago José Gahn, 2025. "Path dependence in the digital adoption process: a cross-section analysis of Italian firms with a special focus on the Apulia region," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 52(4), pages 967-987, December.
    5. Hernández de Rojas, Félix & Rodríguez Pita, Pilar & Pérez Martínez, Jorge Emiliano, 2025. "The phenomena of spatial spillovers of digitalization and competitiveness inside European regions," Telecommunications Policy, Elsevier, vol. 49(7).
    6. Davide Antonioli & Elisa Chioatto & Giovanni Guidetti & Riccardo Leoncini & Mariele Macaluso, 2026. "Training and Innovation in Italian Manufacturing Firms," Papers 2603.05153, arXiv.org.
    7. Adina-Maria Vodă & Mihai Ciobotea & Doina Badea & Monica Roman & Marian Stan, 2025. "The Interactions Between Digitalization, Innovation and Employment in European Companies: Insights from a Latent Class Analysis," Economies, MDPI, vol. 13(4), pages 1-19, April.

  6. Jelena Reljic & Armanda Cetrulo & Valeria Cirillo & Andrea Coveri, 2021. "Non-Standard Work and Innovation: Evidence from European industries," LEM Papers Series 2021/06, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Cited by:

    1. Franco, Chiara & Landini, Fabio, 2022. "Organizational drivers of innovation: The role of workforce agility," Research Policy, Elsevier, vol. 51(2).
    2. Armanda Cetrulo & Angelica Sbardella & Maria Enrica Virgillito, 2021. "Vanishing social classes? Facts and figures of the Italian labour market," LEM Papers Series 2021/29, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    3. Michele Capriati & Valeria Cirillo & Marialuisa Divella, 2024. "Productivity slowdown across European regions: does non-standard work matter?," Regional Studies, Taylor & Francis Journals, vol. 58(9), pages 1687-1709, September.
    4. Amendola, Marco & Ciampa, Valerio & Germani, Lorenzo, 2024. "The distributional effects of labour market deregulation: Wage share and fixed-term contracts," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 328-338.
    5. Cetrulo, Armanda & Cirillo, Valeria & Landini, Fabio, 2022. "Organized Labour and R&D: Evidence from Italy," GLO Discussion Paper Series 1195, Global Labor Organization (GLO).
    6. Ionel Bostan & Alic Bîrcă, 2024. "Engagement of Moldovan Organizations in Increasing Employment through Flexible Work Arrangements," Central European Business Review, Prague University of Economics and Business, vol. 2024(3), pages 95-122.
    7. Guarascio, Dario & Reljic, Jelena & Stöllinger, Roman, 2023. "Artificial Intelligence and Employment: A Look into the Crystal Ball," GLO Discussion Paper Series 1333, Global Labor Organization (GLO).
    8. Guendalina Anzolin & Chiara Benassi & Armanda Cetrulo, 2024. "Industrial relations and firm-level innovation. A comparative analysis of establishment data in Germany and Italy," LEM Papers Series 2024/12, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    9. Cetrulo, Armanda & Cirillo, Valeria & Landini, Fabio, 2025. "Labour, unions and R&D in Italian firms," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 262-281.
    10. Chengde You & Huishan Qiu & Zhuojie Pi & Mengyuan Yu, 2023. "Sustainable Enterprise Development in the Manufacturing Sector: Flexible Employment and Innovation in China," Sustainability, MDPI, vol. 15(10), pages 1-30, May.
    11. Giuseppe Simone & Rinaldo Evangelista & Mario Pianta, 2025. "Profits, Innovation, Investment. Exploring the Virtuous Circle," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 11(3), pages 855-880, November.
    12. Luca Cattani & Stefano Dughera & Fabio Landini, 2023. "Interlocking complementarities between job design and labour contracts," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(2), pages 501-528, July.

  7. Valeria Cirillo & Dario Guarascio & Zachary Parolin, 2021. "Platform Work and Economic Insecurity: Evidence from Italian Survey Data," LEM Papers Series 2021/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Cited by:

    1. Janine Berg & Francis Green & Laura Nurski & David A Spencer, 2023. "Risks to job quality from digital technologies: Are industrial relations in Europe ready for the challenge?," European Journal of Industrial Relations, , vol. 29(4), pages 347-365, December.
    2. Angela Garcia Calvo & Martin Kenney & John Zysman, 2023. "Understanding work in the online platform economy: the narrow, the broad, and the systemic perspectives," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 32(4), pages 795-814.

  8. Valeria Cirillo & Lucrezia Fanti & Andrea Mina & Andrea Ricci, 2021. "Digitalizing Firms: Skills, Work Organization and the Adoption of New Enabling Technologies," LEM Papers Series 2021/04, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Cited by:

    1. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio, 2020. "From the lockdown to the new normal: An analysis of the limitations to individual mobility in Italy following the Covid-19 crisis," GLO Discussion Paper Series 683, Global Labor Organization (GLO).
    2. Guendalina Anzolin, 2021. "Automation and its Employment Effects: A Literature Review of Automotive and Garment Sectors," JRC Working Papers on Labour, Education and Technology 2021-16, Joint Research Centre.
    3. G. Denisse Chamochumbi D. & Massimo Ciambotti & Federica Palazzi & Francesca Sgr?, 2022. "The digital transformation process in the agri-food sector: A case study," MANAGEMENT CONTROL, FrancoAngeli Editore, vol. 2022(2 Suppl.), pages 43-70.
    4. Qu, Yingzi & Fan, Sha, 2024. "Is there a "Machine Substitution"? How does the digital economy reshape the employment structure in emerging market countries," Economic Systems, Elsevier, vol. 48(4).
    5. Zeid, Ramy & Alrayess, Dana Jasmine & Ajwad, Mohamed Ihsan & Soytas, Mehmet Ali & Rivera, Nayib, 2024. "The Gig Economy and the Future of Work : Global Trends and Policy Directions for Non-Standard Forms of Employment," The Social Policy and Labor Discussion Paper Series 190908, The World Bank.
    6. Nils Grashof & Alexander Kopka, 2023. "Widening or closing the gap? The relationship between artificial intelligence, firm-level productivity and regional clusters," Bremen Papers on Economics & Innovation 2304, University of Bremen, Faculty of Business Studies and Economics.
    7. Caravella, Serenella & Cirillo, Valeria & Crespi, Francesco & Guarascio, Dario & Menghini, Mirko, 2022. "The diffusion of digital skills across EU regions: Structural drivers and polarization dynamics," GLO Discussion Paper Series 1188, Global Labor Organization (GLO).
    8. Anastasiia Pustovalova & Priit Vahter, 2024. "Automation-Skill Complementarity: The Changing Returns To Soft Skills In Different Stages Of Technology Adoption," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 146, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    9. Alexander S. Kritikos & Alexander Schiersch & Caroline Stiel, 2022. "The productivity shock in business services," Small Business Economics, Springer, vol. 59(3), pages 1273-1299, October.
    10. Jolevski, Filip & Nayyar, Gaurav & Pleninger, Regina & Yu, Shu, 2025. "Spillovers in ICT adoption from formal to informal firms: Evidence from Zambia," Journal of Development Economics, Elsevier, vol. 177(C).
    11. Ramy Zeid & Dana Alrayess & Mohamed Ihsan Ajwad & Mehmet Ali Soytas & Nayib Rivera, 2024. "The Gig Economy and the Future of Work," World Bank Publications - Reports 41755, The World Bank Group.

  9. Valeria Cirillo & Matteo Rinaldini & Jacopo Staccioli & Maria Enrica Virgillito, 2020. "Trade unions' responses to Industry 4.0 amid corporatism and resistance," LEM Papers Series 2020/21, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Cited by:

    1. Valeria Cirillo & Matteo Rinaldini & Maria Enrica Virgillito & Maria Luisa Divella & Caterina Manicardi & Francesco Sabato Massimo & Armanda Cetrulo & Eleonora Costantini & Angelo Moro & Jacopo Stacci, 2022. "Case studies of automation in services," Sciences Po Economics Publications (main) hal-03899186, HAL.
      • CIRILLO Valeria & RINALDINI Matteo & VIRGILLITO Maria Enrica & DIVELLA Marialuisa & MANICARDI Caterina & MASSIMO Francesco Sabato & CETRULO Armanda & COSTANTINI Eleonora & MORO Angelo & STACCIOLI Jaco, 2022. "Case studies of automation in services," JRC Research Reports JRC129691, Joint Research Centre.
      • Valeria Cirillo & Matteo Rinaldini & Maria Enrica Virgillito & Maria Luisa Divella & Caterina Manicardi & Francesco Sabato Massimo & Armanda Cetrulo & Eleonora Costantini & Angelo Moro & Jacopo Stacci, 2022. "Case studies of automation in services," Working Papers hal-03899186, HAL.
    2. Cetrulo, Armanda & Cirillo, Valeria & Landini, Fabio, 2022. "Organized Labour and R&D: Evidence from Italy," GLO Discussion Paper Series 1195, Global Labor Organization (GLO).
    3. Cetrulo, Armanda & Cirillo, Valeria & Landini, Fabio, 2025. "Labour, unions and R&D in Italian firms," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 262-281.
    4. Federico Riccio & Jacopo Staccioli & Maria Enrica Virgillito, 2025. "European regional employment and exposure to labour-saving technical change: results from a direct text similarity measure," LEM Papers Series 2025/19, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    5. Valeria Cirillo & José Molero Zayas, 2019. "Digitalizing industry? Labor, technology and work organization: an introduction to the Forum," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 46(3), pages 313-321, September.
    6. Francesca Gabbriellini & Emanuele Leonardi, 2023. "La Just Transition come strategia partecipativa del lavoro: sapere operaio e democrazia economica nella vertenza ex GKN," ECONOMIA E SOCIET? REGIONALE, FrancoAngeli Editore, vol. 2023(3), pages 53-72.
    7. Gerhard Bosch & Armanda Cetrulo & Angelo Moro & Maria Enrica Virgillito, 2025. "Call for papers for a special issue of the EJIR: Industrial relations in the automotive sector and the twin transition," European Journal of Industrial Relations, , vol. 31(2), pages 279-283, June.

  10. Marta Fana & CIRILLO Valeria & GUARASCIO Dario & TUBIANA Matteo, 2020. "A Comparative national tasks database," JRC Working Papers on Labour, Education and Technology 2020-13, Joint Research Centre.

    Cited by:

    1. Florencia Jaccoud, 2025. "Robots & AI exposure and wage inequality: a within occupation approach," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(4), pages 1035-1090, December.
    2. Jaccoud, Florencia, 2025. "Robots & AI Exposure and Wage Inequality," MERIT Working Papers 2025-013, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).

  11. Andrea Ricci, 2020. "Heterogeneous Effects of Temporary Employment on Productivity and Wages in the Italian Business Firms," Working Papers 0050, ASTRIL - Associazione Studi e Ricerche Interdisciplinari sul Lavoro.

    Cited by:

    1. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).
    2. Sandrini, Luca, 2021. "Incentives for labour-augmenting innovations in vertical markets: The role of wage rate," International Journal of Industrial Organization, Elsevier, vol. 75(C).

  12. Bogliacino, Francesco & Codagnone, Cristiano & Cirillo, Valeria & Guarascio, Dario, 2019. "Quantity and quality of work in the platform economy," GLO Discussion Paper Series 420, Global Labor Organization (GLO).

    Cited by:

    1. Cirillo, Valeria & Guarascio, Dario & Parolin, Zachary, 2023. "Platform work and economic insecurity in Italy," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 126-138.
    2. Valeria Cirillo & Dario Guarascio & Zachary Parolin, 2021. "Platform Work and Economic Insecurity: Evidence from Italian Survey Data," LEM Papers Series 2021/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    3. Valeria Cirillo & Dario Guarascio & Zachary Parolin, 2021. "Platform Work and Economic Insecurity: Evidence from Representative Italian Survey Data," Working Papers in Public Economics 208, Department of Economics and Law, Sapienza University of Rome.

  13. Valeria Cirillo & Matteo Sostero & Federico Tamagni, 2019. "Firm-level pay agreements and within-firm wage inequalities: Evidence across Europe," LEM Papers Series 2019/12, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Cited by:

    1. Kauhanen, Antti & Maczulskij, Terhi & Riukula, Krista, 2020. "Heterogeneous Impacts of the Decentralization of Collective Bargaining," ETLA Working Papers 83, The Research Institute of the Finnish Economy.
    2. Bustos, Emil, 2024. "Collectively Bargained Wages and Female Earnings: Evidence from Swedish Local Governments," Working Paper Series 1494, Research Institute of Industrial Economics.
    3. Antti Kauhanen & Terhi Maczulskij & Krista Riukula, 2024. "The incidence and effects of decentralized wage bargaining in Finland," Journal of Labor Research, Springer, vol. 45(2), pages 232-253, June.
    4. Elin Svarstad & Ragnar Nymoen, 2023. "Wage inequality and union membership at the establishment level: An econometric study using Norwegian data," Oxford Economic Papers, Oxford University Press, vol. 75(2), pages 371-392.

  14. Francesco Bogliacino & Valeria Cirillo & Cristiano Codagnone & Marta Fana & Francisco Lupi��ez-Villanueva & Giuseppe A Veltri, 2019. "Shaping Individual Preferences for Social Protection: The Case of Platform Workers," Documentos de Trabajo, Escuela de Economía 17293, Universidad Nacional de Colombia, FCE, CID.

    Cited by:

    1. Bogliacino, Francesco & Codagnone, Cristiano & Cirillo, Valeria & Guarascio, Dario, 2019. "Quantity and quality of work in the platform economy," GLO Discussion Paper Series 420, Global Labor Organization (GLO).
    2. Uchiyama, Yosuke & Furuoka, Fumitaka & Md. Akhir, Md. Nasrudin, 2022. "Gig Workers, Social Protection and Labour Market Inequality: Lessons from Malaysia," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 56(3), pages 165-184.

  15. Valeria Cirillo & Rinaldo Evangelista & Dario Guarascio & Matteo Sostero, 2019. "Digitalization, routineness and employment: An exploration on Italian task-based data," LEM Papers Series 2019/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Cited by:

    1. Caselli, Mauro & Fracasso, Andrea & Scicchitano, Sergio & Traverso, Silvio & Tundis, Enrico, 2025. "What workers and robots do: An activity-based analysis of the impact of robotization on changes in local employment," Research Policy, Elsevier, vol. 54(1).
    2. Bughin, Jacques, 2025. "Corporate AI play and short term skill-biased AI change," Technology in Society, Elsevier, vol. 82(C).
    3. Armanda Cetrulo & Dario Guarascio & Maria Enrica Virgillito, 2024. "Two neglected origins of inequality: hierarchical power and care work," LEM Papers Series 2024/04, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    4. Armanda Cetrulo & Dario Guarascio & Maria Enrica Virgillito, 2020. "Working from home and the explosion of enduring divides: income, employment and safety risks," LEM Papers Series 2020/38, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    5. Dario Guarascio & Philipp Heimberger & Ambre Maucorps & Bernhard Moshammer & Roman Stöllinger, 2022. "Monthly Report No. 06/2022," wiiw Monthly Reports 2022-06, The Vienna Institute for International Economic Studies, wiiw.
    6. Guarascio, Dario & Reljic, Jelena & Stöllinger, Roman, 2023. "Artificial Intelligence and Employment: A Look into the Crystal Ball," GLO Discussion Paper Series 1333, Global Labor Organization (GLO).
    7. Vannutelli, Silvia & Scicchitano, Sergio & Biagetti, Marco, 2021. "Routine biased technological change and wage inequality: do workers' perceptions matter?," GLO Discussion Paper Series 763, Global Labor Organization (GLO).
    8. Guarascio, Dario & Reljic, Jelena & Stöllinger, Roman, 2025. "Diverging paths: AI exposure and employment across European regions," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 11-24.
    9. Ekaterina Melianova & Suhas Parandekar & Artem Volgin, 2020. "Returns to Education in the Russian Federation," World Bank Publications - Reports 34454, The World Bank Group.
    10. Eichhorst, Werner & Hemerijck, Anton & Scalise, Gemma, 2020. "Welfare States, Labor Markets, Social Investment and the Digital Transformation," IZA Discussion Papers 13391, IZA Network @ LISER.
    11. Lorenz Gschwent & Dario Guarascio & Stefan Jestl & Alireza Sabouniha & Roman Stöllinger, 2023. "Digital Tasks and ICT Capital: Methodologies and Data," wiiw Statistical Reports 11, The Vienna Institute for International Economic Studies, wiiw.
    12. Cassandro, Nicola & Centra, Marco & Esposito, Piero & Guarascio, Dario, 2020. "What drives employment-unemployment transitions? Evidence from Italian task-based data," GLO Discussion Paper Series 563, Global Labor Organization (GLO).
    13. Yu Shuangshuang & Wenzhong Zhu & Nafeesa Mughal & Sergio Ivan Vargas Aparcana & Iskandar Muda, 2023. "The impact of education and digitalization on female labour force participation in BRICS: an advanced panel data analysis," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 10(1), pages 1-9, December.
    14. Giorgio Gnecco & Sara Landi & Massimo Riccaboni, 2024. "The emergence of social soft skill needs in the post COVID-19 era," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(1), pages 647-680, February.
    15. Giorgio Gnecco & Sara Landi & Massimo Riccaboni, 2023. "Can Machines Learn Creativity Needs? An Approach Based on Matrix Completion," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(3), pages 1111-1151, November.
    16. Neffke, Frank & Nedelkoska, Ljubica & Wiederhold, Simon, 2024. "Skill mismatch and the costs of job displacement," Research Policy, Elsevier, vol. 53(2).
    17. Ha, Le Thanh, 2023. "An investigation of digital integration's importance on smart and sustainable agriculture in the European region," Resources Policy, Elsevier, vol. 86(PA).
    18. Jarosław Brodny & Magdalena Tutak, 2021. "Assessing the level of digitalization and robotization in the enterprises of the European Union Member States," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-36, July.
    19. Reljic, Jelena & Cirillo, Valeria & Guarascio, Dario, 2023. "Regimes of robotization in Europe," Economics Letters, Elsevier, vol. 232(C).
    20. Cao, Qingfeng & Ni, Pengfei & Guo, Jing, 2025. "Broadband internet and income inequality among the floating population: Evidence from the “broadband China” strategy in China," China Economic Review, Elsevier, vol. 90(C).
    21. Jiang, Yichi & Zhang, Xuanyue & Yao, Shujie, 2025. "On ESG and corporate employment decision: Evidence from Chinese listed firms in 2009–2022," Economic Analysis and Policy, Elsevier, vol. 85(C), pages 854-869.
    22. Gallo, Giovanni & Nagore García, Amparo, 2025. "Retirement Decisions in the Age of COVID-19 pandemic: Are Older Employees in Digital Occupations Working Longer?," GLO Discussion Paper Series 1553, Global Labor Organization (GLO).
    23. Stöllinger, Roman & Guarascio, Dario, 2023. "Comparative advantages in the digital era–A Heckscher-Ohlin-Vanek approach," International Economics, Elsevier, vol. 175(C), pages 63-89.
    24. Roberto Moncada & Francesco Carbonero & Aldo Geuna & Luigi Riso, 2025. "Digital adoption and human capital upscaling: a regional study of the manufacturing sector," Small Business Economics, Springer, vol. 64(4), pages 2061-2103, April.
    25. Roman Stöllinger & Dario Guarascio, 2025. "Assessing Digital Leadership: Is the EU Losing Out to the US?," Open Economies Review, Springer, vol. 36(2), pages 329-371, April.
    26. Nikolaos Tsoulakos & Angelos Pantouvakis, 2026. "Maritime digitalization and PSC compliance: evidence from Greece," Journal of Shipping and Trade, Springer, vol. 11(1), pages 1-21, December.
    27. Kolade, Oluwaseun & Owoseni, Adebowale, 2022. "Employment 5.0: The work of the future and the future of work," Technology in Society, Elsevier, vol. 71(C).
    28. Hugo Castro-Silva & Francisco Lima, 2023. "The struggle of small firms to retain high-skill workers: job duration and the importance of knowledge intensity," Small Business Economics, Springer, vol. 60(2), pages 537-572, February.
    29. Mini P. Thomas & Archana Srivastava & Keerti Mallela, 2023. "Tourism Exports, Digitalisation, and Employment during the COVID-19 Pandemic: The Case of Indonesia," Working Papers DP-2023-19, Economic Research Institute for ASEAN and East Asia (ERIA).
    30. Zhou, Yuwen & Shi, Xin, 2025. "How does digital technology adoption affect corporate employment? Evidence from China," Economic Modelling, Elsevier, vol. 147(C).
    31. MA, Xinxin & HAN, Jiachen & LI, Shi, 2026. "Non-Routine Tasks and The Gender Wage Gap : Evidence from China," Discussion Paper Series 779, Institute of Economic Research, Hitotsubashi University.
    32. Cirillo, Valeria & Divella, Marialuisa & Ferrulli, Eustachio & Greco, Lidia, 2024. "Active labor market policies in the framework of Just Transition Programs: the case of Italy, Spain, and Germany," Working Papers 79, Austrian Foundation for Development Research (ÖFSE).
    33. Senna, Pedro P. & Bonnin Roca, Jaime & Barros, Ana C., 2023. "Overcoming barriers to manufacturing digitalization: Policies across EU countries," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    34. Leibrecht, Markus & Scharler, Johann & Zhoufu, Yan, 2023. "Automation and unemployment: Does collective bargaining moderate their association?," Structural Change and Economic Dynamics, Elsevier, vol. 67(C), pages 264-276.
    35. Kostarakos Ilias & Marques Santos Anabela & Molica Francesco, 2025. "Regional resilience in the era of climate change and digitalization," JRC Working Papers on Territorial Modelling and Analysis 2025-08, Joint Research Centre.
    36. Carbonero, Francesco & Scicchitano, Sergio, 2021. "Labour and technology at the time of Covid-19. Can artificial intelligence mitigate the need for proximity?," GLO Discussion Paper Series 765, Global Labor Organization (GLO).
    37. Marialuisa Divella & Alessia Lo Turco & Alessandro Sterlacchini, 2023. "Local Labour Tasks And Patenting In Us Commuting Zones," Working Papers 476, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    38. Zou, Yanchi & Li, Kun & He, Lilong & Guo, Jiapei, 2025. "The employment effects of ICT investment: Evidence from the U.S. Commuting Zones," Economic Modelling, Elsevier, vol. 151(C).
    39. Luca Cattani & Stefano Dughera & Fabio Landini, 2023. "Interlocking complementarities between job design and labour contracts," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 9(2), pages 501-528, July.
    40. Romain Franck & Maud Dampérat, 2023. "Influence of sales support technologies on salesperson performance: A study of interpersonal and intrapersonal mediators [Influence des technologies d’aide à la vente sur les performances du commercial : étude des médiateurs interpersonnels et int," Post-Print halshs-04159504, HAL.
    41. Marta Fana & CIRILLO Valeria & GUARASCIO Dario & TUBIANA Matteo, 2020. "A Comparative national tasks database," JRC Working Papers on Labour, Education and Technology 2020-13, Joint Research Centre.
    42. Jiang, Wei & Gao, Chunxing, 2025. "The wave of government digitalization: How government digital procurement affects residents’ employment," Information Economics and Policy, Elsevier, vol. 71(C).
    43. Ha, Le Thanh, 2024. "An exploration of linkage between green logistics and natural rents: Evidence from the global database," Resources Policy, Elsevier, vol. 92(C).
    44. Stryzhak Olena, 2023. "Analysis of Labor Market Transformation in the Context of Industry 4.0," Studia Universitatis „Vasile Goldis” Arad – Economics Series, Sciendo, vol. 33(4), pages 23-44, December.

  16. Armanda Cetrulo & Dario Guarascio, 2018. "Weaker Jobs, Weaker Innovation. Exploring The Temporary Employment-Product Innovation Nexus," Working Papers 0032, ASTRIL - Associazione Studi e Ricerche Interdisciplinari sul Lavoro.

    Cited by:

    1. Alexander Cuntz, 2018. "Creators’ Income Situation in the Digital Age," LIS Working papers 755, LIS Cross-National Data Center in Luxembourg.
    2. Nascia, Leopoldo & Pianta, Mario, 2018. "Research and innovation policy in Italy," MPRA Paper 89510, University Library of Munich, Germany.
    3. Grande, Rafael & Muñoz de Bustillo, Rafael & Fernández Macías, Enrique & Antón, José Ignacio, 2020. "Innovation and job quality. A firm-level exploration," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 130-142.
    4. Fanti, Lucrezia & Guarascio, Dario & Tubiana, Matteo, 2019. "Skill Gap, Mismatch, and the Dynamics of Italian Companies’ Productivity," GLO Discussion Paper Series 376, Global Labor Organization (GLO).
    5. Matthias Aistleitner & Claudius Graebner & Anna Hornykewycz, 2020. "Theory and Empirics of Capability Accumulation: Implications for Macroeconomic Modelling," ICAE Working Papers 105, Johannes Kepler University, Institute for Comprehensive Analysis of the Economy.
    6. Canale, Rosaria Rita & Liotti, Giorgio & Musella, Marco, 2022. "Labour market flexibility and workers’ living conditions in Europe," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 441-450.
    7. Gomado, Kwamivi Mawuli & Amedanou, Isaac, 2026. "Unemployment impact of network sectors and employment protection legislation reforms: Evidence from selected african countries," World Development, Elsevier, vol. 200(C).

  17. Cirillo, Valeria & Rinaldini, Matteo & Staccioli, Jacopo & Virgillito, Maria Enrica, 2018. "Workers’ awareness context in Italian 4.0 factories," GLO Discussion Paper Series 240, Global Labor Organization (GLO).

    Cited by:

    1. Armanda Cetrulo & Alessandro Nuvolari, 2019. "Industry 4.0: revolution or hype? Reassessing recent technological trends and their impact on labour," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 46(3), pages 391-402, September.
    2. Tortorella, Guilherme Luz & Saurin, Tarcisio A. & Hines, Peter & Antony, Jiju & Samson, Daniel, 2023. "Myths and facts of industry 4.0," International Journal of Production Economics, Elsevier, vol. 255(C).
    3. Angelo Moro & Matteo Rinaldini & Jacopo Staccioli & Maria Enrica Virgillito, 2019. "Control in the era of surveillance capitalism: an empirical investigation of Italian Industry 4.0 factories," LEM Papers Series 2019/07, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    4. Valeria Cirillo & Rinaldo Evangelista & Dario Guarascio & Matteo Sostero, 2019. "Digitalization, routineness and employment: An exploration on Italian task-based data," LEM Papers Series 2019/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

  18. Valeria Cirillo & Matteo Rinaldini & Jacopo Staccioli & Maria Enrica Virgillito, 2018. "Workers' intervention authority in Italian 4.0 factories: autonomy and discretion," LEM Papers Series 2018/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Cited by:

    1. Lucrezia Fanti & Dario Guarascio & Massimo Moggi, 2020. "The development of AI and its impact on business models, organization and work," LEM Papers Series 2020/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    2. Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2020. "Robots and the Origin of Their Labour-Saving Impact," IZA Discussion Papers 12967, IZA Network @ LISER.
    3. Cetrulo, A. & Guarascio, D. & Virgillito, M. E., 2019. "Anatomy of the Italian occupational structure: concentrated power and distributed knowledge," GLO Discussion Paper Series 418, Global Labor Organization (GLO).
    4. Valeria Cirillo & José Molero Zayas, 2019. "Digitalizing industry? Labor, technology and work organization: an introduction to the Forum," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 46(3), pages 313-321, September.
    5. Angelo Moro & Matteo Rinaldini & Jacopo Staccioli & Maria Enrica Virgillito, 2019. "Control in the era of surveillance capitalism: an empirical investigation of Italian Industry 4.0 factories," LEM Papers Series 2019/07, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

  19. Bramucci, Alessandro & Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario, 2017. "Offshoring, industry heterogeneity and employment," IPE Working Papers 88/2017, Berlin School of Economics and Law, Institute for International Political Economy (IPE).

    Cited by:

    1. Grodzicki, Maciej J. & Skrzypek, Jurand, 2020. "Cost-competitiveness and structural change in value chains – vertically-integrated analysis of the European automotive sector," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 276-287.
    2. Luisa Gagliardi & Simona Iammarino & Andres Rodriguez-Pose, 2021. "Exposure to OFDI and regional labour markets: Evidence for routine and non-routine jobs in Great Britain," Papers in Evolutionary Economic Geography (PEEG) 2101, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2021.
    3. Cassandro, Nicola & Centra, Marco & Esposito, Piero & Guarascio, Dario, 2020. "What drives employment-unemployment transitions? Evidence from Italian task-based data," GLO Discussion Paper Series 563, Global Labor Organization (GLO).
    4. Pianta, Mario, 2017. "Technology and employment. Twelve stylized facts for the digital age," MPRA Paper 84391, University Library of Munich, Germany.
    5. Enrique Fernandez-Macias & Martina Bisello, 2020. "A Taxonomy of Tasks for Assessing the Impact of New Technologies on Work," JRC Working Papers on Labour, Education and Technology 2020-04, Joint Research Centre.
    6. Filippo Bontadini & Rinaldo Evangelista & Valentina Meliciani & Maria Savona, 2019. "Integration in Global Value Chains and Employment in Europe," SPRU Working Paper Series 2019-16, SPRU - Science Policy Research Unit, University of Sussex Business School.
    7. Manuel Gracia Santos & Miguel Montanyá & María J. Paz, 2024. "Decomposition and Dynamics of Unit Labor Costs in a Context of International Fragmentation of Production: Evidence from the German Automotive Sector," Review of Radical Political Economics, Union for Radical Political Economics, vol. 56(4), pages 576-596, December.
    8. Sabina Szymczak, 2018. "Production fragmentation and employment. Country-industry level analysis based on WIOD 2016," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 53, pages 131-146.
    9. Valeria Cirillo & Mario Pianta & Leopoldo Nascia, 2018. "Technology and Occupations in Business Cycles," Sustainability, MDPI, vol. 10(2), pages 1-25, February.
    10. Jelena Reljic & Rinaldo Evangelista & Mario Pianta, 2019. "Digital technologies, employment and skills," LEM Papers Series 2019/36, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    11. Farole, Thomas & Hollweg, Claire & Winkler, Deborah, 2018. "Trade in Global Value Chain: An Assessment of Labor Market Implication," Jobs Group Papers, Notes, and Guides 30318036, The World Bank.

  20. Valeria Cirillo & Matteo Sostero & Federico Tamagni, 2016. "Innovation and within-firm wage inequalities: empirical evidence from major European countries," LEM Papers Series 2016/05, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Cited by:

    1. Kenta IKEUCHI & Kyoji FUKAO & Cristiano PERUGINI & Fabrizio POMPEI, 2023. "Which Employers Share Rents? A firm-level analysis for Japan," Discussion papers 23048, Research Institute of Economy, Trade and Industry (RIETI).
    2. Cirera,Xavier & Soares Martins Neto,Antonio, 2020. "Do Innovative Firms Pay Higher Wages? : Micro-Level Evidence from Brazil," Policy Research Working Paper Series 9442, The World Bank.
    3. Giacomo Domini & Marco Grazzi & Daniele Moschella & Tania Treibich, 2021. "For Whom the Bell Tolls: The Firm-Level Effects of Automation on Wage and Gender Inequality," JRC Working Papers on Labour, Education and Technology 2021-15, Joint Research Centre.
    4. Jaan Masso & Priit Vahter, 2020. "Innovation As A Firm-Level Factor Of The Gender Wage Gap," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 128, Faculty of Economics and Business Administration, University of Tartu (Estonia).
    5. Huang, Ruting & Duan, Shanshan & Li, Xiyan, 2025. "Environmental regulation and intra-firm wage inequality: A skill premium perspective," Energy Economics, Elsevier, vol. 148(C).
    6. Thanos Fragkandreas, 2022. "Three Decades of Research on Innovation and Inequality: Causal Scenarios, Explanatory Factors, and Suggestions," Working Papers 60, Birkbeck Centre for Innovation Management Research, revised Feb 2022.
    7. Sun, Wenkai & Wang, Wenjing & Tang, Siyuan & Zhao, Zhong, 2026. "Tax reduction, wage bargaining, and income equality: Evidence from China's SMEs," China Economic Review, Elsevier, vol. 95(C).
    8. Ofori, Isaac K. & Veling, Louise & Cullen, John, 2026. "Frontier Technology Adoption and Inclusive Green Growth in the EU: A Double-edged Sword?," MPRA Paper 127772, University Library of Munich, Germany.
    9. Florencia Jaccoud, 2025. "Robots & AI exposure and wage inequality: a within occupation approach," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(4), pages 1035-1090, December.
    10. Jaccoud, Florencia, 2025. "Robots & AI Exposure and Wage Inequality," MERIT Working Papers 2025-013, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    11. Marta F. Arroyabe & Martin Schumann, 2022. "On the Estimation of True State Dependence in the Persistence of Innovation," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(4), pages 850-893, August.
    12. Ofori, Isaac K. & Veling, Louise & Cullen, John, 2026. "Frontier Technology Adoption and Inclusive Green Growth in the EU: A Double-edged Sword?," EconStor Preprints 335106, ZBW - Leibniz Information Centre for Economics.

  21. Francesco Bogliacino & Dario Guarascio & Valeria Cirillo, 2016. "The dynamics of profits and wages: technology, offshoring and demand," LEM Papers Series 2016/04, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Cited by:

    1. Evan, Tomáš & Holý, Vladimír, 2021. "Economic conditions for innovation: Private vs. public sector," Socio-Economic Planning Sciences, Elsevier, vol. 76(C).
    2. Andrea Coveri & Mario Pianta, 2019. "The Structural Dynamics of Income Distribution:Technology, Wages and Profits," Working Papers 1901, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2019.
    3. Francesco Bogliacino & Valeria Cirillo & Cristiano Codagnone & Marta Fana & Francisco Lupanez-Villanueva & Giuseppe A Veltri, 2019. "Shaping individual preferences for social protection: the case of platform workers," LEM Papers Series 2019/21, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    4. Pianta, Mario, 2017. "Technology and employment. Twelve stylized facts for the digital age," MPRA Paper 84391, University Library of Munich, Germany.
    5. Bramucci, Alessandro & Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario, 2021. "Offshoring, industry heterogeneity and employment11This paper is the research outcome of two projects: the ISIGrowth project on Innovation-fuelled, Sustainable, Inclusive Growth funded by the European Union’s Horizon 2020 research and innovation prog," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 400-411.
    6. Woocheol Lee, 2022. "Domestic Share of Value-Added and the Development of Production Capabilities of Local Firms within Global Value Chains," Journal of Economic Development, The Economic Research Institute, Chung-Ang University, vol. 47(2), pages 81-99.
    7. Matilde Cardoso & Pedro Cunha Neves & Oscar Afonso & Elena Sochirca, 2021. "The effects of offshoring on wages: a meta-analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(1), pages 149-179, February.
    8. Mariacristina Piva & Marco Vivarelli, 2018. "Technological change and employment: is Europe ready for the challenge?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 8(1), pages 13-32, March.
    9. Óscar Afonso & Ana Rita Longras, 2022. "Corruption, institutional quality, and offshoring: How do they affect comparative advantage, inter‐country wage inequality, and economic growth?," Metroeconomica, Wiley Blackwell, vol. 73(4), pages 987-1020, November.
    10. Wang, Linhui & Cao, Zhanglu & Dong, Zhiqing, 2023. "Are artificial intelligence dividends evenly distributed between profits and wages? Evidence from the private enterprise survey data in China," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 342-356.
    11. Wang, Chao & Zhang, Yue-Jun, 2022. "The effect of environmental regulation and skill premium on the inflow of FDI:Evidence from Chinese industrial sectors," International Review of Economics & Finance, Elsevier, vol. 81(C), pages 227-242.
    12. Schiersch, Alexander & Bertschek, Irene & Niebel, Thomas, 2023. "Diversify or not? The link between global sourcing of ICT goods and firm performance," ZEW Discussion Papers 23-025, ZEW - Leibniz Centre for European Economic Research.
    13. Tom'av{s} Evan & Vladim'ir Hol'y, 2020. "Economic Conditions for Innovation: Private vs. Public Sector," Papers 2004.07814, arXiv.org, revised Oct 2020.
    14. Coveri, Andrea & Pianta, Mario, 2022. "Drivers of inequality: wages vs. profits in European industries," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 230-242.
    15. Fuster, Begoña & Lillo-Bañuls, Adelaida & Martínez-Mora, Carmen, 2020. "Reshoring of services and employment," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 233-246.

  22. Marta Fana & Dario Guarascio & Valeria Cirillo, 2015. "Labour market reforms in Italy: evaluating the effects of the Jobs Act," LEM Papers Series 2015/31, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Cited by:

    1. Angelo Lorenti & Christian Dudel & Mikko Myrskylä, 2019. "The Legacy of the Great Recession in Italy: A Wider Geographical, Gender, and Generational Gap in Working Life Expectancy," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(1), pages 283-303, February.
    2. Josué Diwambuena & Raquel Fonseca & Stefan Schubert, 2021. "Italian Labour Frictions and Wage Rigidities in an Estimated DSGE," CIRANO Working Papers 2021s-33, CIRANO.
    3. Nascia, Leopoldo & Pianta, Mario, 2018. "Research and innovation policy in Italy," MPRA Paper 89510, University Library of Munich, Germany.
    4. Maria Chiaria Morandini, 2016. "Flexibilising the Labour Market: Who Wants to Loosen Employment Protection Legislation in Italy?," Post-Print halshs-01306097, HAL.
    5. Eichhorst, Werner & Marx, Paul, 2019. "How Stable Is Labour Market Dualism? Reforms of Employment Protection in Nine European Countries," IZA Discussion Papers 12309, IZA Network @ LISER.
    6. Michele Capriati & Valeria Cirillo & Marialuisa Divella, 2024. "Productivity slowdown across European regions: does non-standard work matter?," Regional Studies, Taylor & Francis Journals, vol. 58(9), pages 1687-1709, September.
    7. Josué Diwambuena & Francesco Ravazzolo, 2022. "What are the drivers of Labor Productivity?," BEMPS - Bozen Economics & Management Paper Series BEMPS86, Faculty of Economics and Management at the Free University of Bozen.
    8. Maria Chiaria Morandini, 2016. "Flexibilising the Labour Market: Who Wants to Loosen Employment Protection Legislation in Italy?," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-01306097, HAL.
    9. Cirillo, Valeria & Guarascio, Dario & Parolin, Zachary, 2023. "Platform work and economic insecurity in Italy," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 126-138.
    10. Jelena Reljic & Francesco Zezza, 2024. "Breaking the Divide: Can Public Spending on Social Infrastructure Boost Female Employment in Italy?," Working Papers in Public Economics 246, Department of Economics and Law, Sapienza University of Rome.
    11. Ignacio à lvarez & Jesús Cruces & Francisco Trillo, 2023. "Radical Change and Institutional Resilience: The Case of Labour Market Reforms in Southern Europe," Work, Employment & Society, British Sociological Association, vol. 37(6), pages 1517-1543, December.
    12. Maria Giovanna Bosco & Elisa Valeriani, 2018. "The Road to Permanent Work in Italy: “It’s Getting Dark, Too Dark to See”," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 4(3), pages 385-419, November.
    13. Luca Zanin & Raffaella Calabrese, 2017. "Interaction effects of region-level GDP per capita and age on labour market transition rates in Italy," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-29, December.
    14. Dario Guarascio & Philipp Heimberger & Francesco Zezza, 2026. "The Eurozone’s Achilles Heel: Reassessing Italy’s Long Decline in the Context of European Integration and Globalization," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 12(1), pages 81-110, March.
    15. Valeria Cirillo & Dario Guarascio & Zachary Parolin, 2021. "Platform Work and Economic Insecurity: Evidence from Italian Survey Data," LEM Papers Series 2021/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    16. Caravaggio, Nicola, 2025. "Can labor policies reduce precarization? The case of youth employment in Italy," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 163-187.
    17. Bianca Biagi & Maria Gabriela Ladu, 2018. "Productivity and employment dynamics: new evidence from Italian regions," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(2), pages 313-336, August.
    18. Landini, Fabio & Lunardon, Davide & Rinaldi, Riccardo & Tredicine, Luigi, 2025. "Lost Highway: Segmented and Precarious Employment of Migrants in the Green Transition," GLO Discussion Paper Series 1636, Global Labor Organization (GLO).
    19. Mussida, Chiara & Zanin, Luca, 2023. "Asymmetry and (in-)stability of Okun’s coefficients in nine European countries," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
    20. Paolo Piacentini, "undated". "Labour and product market dynamics: macro, structural, micro factors and the varying employment/output elasticity," Working Papers 0062, ASTRIL - Associazione Studi e Ricerche Interdisciplinari sul Lavoro.
    21. Emanuele Brancati & Raffaele Brancati & Dario Guarascio & Antonello Zanfei, 2022. "Innovation drivers of external competitiveness in the great recession," Small Business Economics, Springer, vol. 58(3), pages 1497-1516, March.
    22. Silvia Meggiolaro & Fausta Ongaro & Elena Pirani, 2024. "First Union Formation in Italy: The Role of Micro- and Macro-Level Economic Conditions," European Journal of Population, Springer;European Association for Population Studies, vol. 40(1), pages 1-34, December.
    23. Boeri, Tito Michele & Garibaldi, Pietro, 2019. "A tale of comprehensive labor market reforms: evidence from the Italian Jobs Act," LSE Research Online Documents on Economics 102693, London School of Economics and Political Science, LSE Library.
    24. Juan Carlos Cuestas & Karsten Staehr & Javier Ordóñez, 2018. "Unit Labour Costs and the Dynamics of Output and Unemployment in the Southern European Crisis Countries," TUT Economic Research Series 41, Department of Finance and Economics, Tallinn University of Technology.
    25. Armanda Cetrulo & Valeria Cirillo & Dario Guarascio, 2018. "Weaker jobs, weaker innovation. Exploring the temporary employment-product innovation nexus," LEM Papers Series 2018/06, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    26. Cassandro, Nicola & Centra, Marco & Esposito, Piero & Guarascio, Dario, 2020. "What drives employment-unemployment transitions? Evidence from Italian task-based data," GLO Discussion Paper Series 563, Global Labor Organization (GLO).
    27. Bisio, Laura & Cuzzola, Angelo & Grazzi, Marco & Moschella, Daniele, 2025. "The dynamics of automation adoption: Firm-level heterogeneity and aggregate employment effects," European Economic Review, Elsevier, vol. 173(C).
    28. Esposito, Piero & Scicchitano, Sergio, 2022. "Educational mismatch and labour market transitions in Italy: Is there an unemployment trap?," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 138-155.
    29. Teresa Barbieri & Michele Bavaro & Valeria Cirillo, 2025. "Labor market downward transition of Italian couples after childbirth," SERIES 01-2025, Dipartimento di Economia e Finanza - Università degli Studi di Bari "Aldo Moro", revised Feb 2025.
    30. Bramucci, Alessandro, 2023. "In search of a growth model for Italy: The failed attempt of an export-led recovery strategy?," IPE Working Papers 205/2023, Berlin School of Economics and Law, Institute for International Political Economy (IPE).
    31. Yannick Gabuthy & Eve-Angéline Lambert, 2025. "Severance payments: main effects and determinants on the labour market," European Journal of Law and Economics, Springer, vol. 60(2), pages 333-363, October.
    32. Liotti, Giorgio, 2020. "Labour market flexibility, economic crisis and youth unemployment in Italy," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 150-162.
    33. Bosco, Maria Giovanna & Valeriani, Elisa, 2018. "Labour contracts and stepping-stone effect in Italy: A multinomial analysis," Economics Discussion Papers 2018-13, Kiel Institute for the World Economy.
    34. Anh Tuan Bui & Thu Phuong Pham, 2021. "Financial and Labour Obstacles and Firm Employment: Evidence from Europe and Central Asia Firms," Sustainability, MDPI, vol. 13(15), pages 1-18, August.
    35. A. Cetrulo & D. Guarascio & M. E. Virgillito, 2022. "Working from home and the explosion of enduring divides: income, employment and safety risks," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(2), pages 345-402, July.
    36. Michele Catalano & Emilia Pezzolla, 2017. "The Italian Labor Market Reform: An Evaluation of the Jobs Act Using the Prometeia DSGE Model," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 3(2), pages 209-238, July.
    37. Cetrulo, Armanda & Cirillo, Valeria & Landini, Fabio, 2025. "Labour, unions and R&D in Italian firms," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 262-281.
    38. Chiara Natalie Focacci, 2020. "“You reap what you sow”: Do active labour market policies always increase job security? Evidence from the Youth Guarantee," European Journal of Law and Economics, Springer, vol. 49(3), pages 373-429, June.
    39. Iacopo Odoardi, 2020. "Can parents’ education lay the foundation for reducing the inactivity of young people? A regional analysis of Italian NEETs," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 37(1), pages 307-336, April.
    40. Caiani, Alessandro & Russo, Alberto & Gallegati, Mauro, 2016. "Does Inequality Hamper Innovation and Growth?," MPRA Paper 71864, University Library of Munich, Germany.
    41. Marianna Filandri & Silvia Pasqua & Emanuela Struffolino, 2020. "Being Working Poor or Feeling Working Poor? The Role of Work Intensity and Job Stability for Subjective Poverty," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(3), pages 781-803, February.
    42. Jasmine Mondolo, 2022. "Product and labour market imperfections in the Italian manufacturing sector: a firm-level analysis," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(3), pages 813-838, October.
    43. Barbieri, Teresa & Bavaro, Michele & Cirillo, Valeria, 2024. "Trapped in the care burden: occupational downward mobility of Italian couples after childbirth," GLO Discussion Paper Series 1475, Global Labor Organization (GLO).
    44. Scicchitano, Sergio & Biagetti, Marco & Chirumbolo, Antonio, 2018. "More insecure and less paid? The effect of perceived job insecurity on wage distribution," GLO Discussion Paper Series 293, Global Labor Organization (GLO).
    45. Alessandro Caiani & Alberto Russo & Mauro Gallegati, 2019. "Does inequality hamper innovation and growth? An AB-SFC analysis," Journal of Evolutionary Economics, Springer, vol. 29(1), pages 177-228, March.
    46. Raitano, Michele & Fana, Marta, 2019. "Labour market deregulation and workers’ outcomes at the beginning of the career: Evidence from Italy," Structural Change and Economic Dynamics, Elsevier, vol. 51(C), pages 301-310.
    47. Calcagnini, Giorgio & Marin, Giovanni & Perugini, Francesco, 2021. "Labour flexibility, internal migration and productivity in Italian regions," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 308-320.
    48. Claudia Pigini & Stefano Staffolani, 2019. "Firing Costs And Job Loss: The Case Of The Italian Jobs Act," Working Papers 443, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    49. Maria Chiara Morandini, 2016. "Flexibilising the Labour Market: Who Wants to Loosen Employment Protection Legislation in Italy?," Documents de travail du Centre d'Economie de la Sorbonne 16023, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    50. Esposito, Piero & Scicchitano, Sergio, 2022. "Drivers of skill mismatch among Italian graduates: The role of personality traits," GLO Discussion Paper Series 1048, Global Labor Organization (GLO).
    51. Dermot Hodson, 2017. "Eurozone Governance in 2016: The Italian Banking Crisis, Fiscal Flexibility and Brexit (Plus Plus Plus)," Journal of Common Market Studies, Wiley Blackwell, vol. 55, pages 118-132, September.
    52. Luca Cattani & Giovanni Guidetti & Giulio Pedrini, 2021. "Work Flexibility and Workplace Training in Italy Before and After the Jobs Act Reform," Review of Economics and Institutions, Università di Perugia, vol. 12(1).
    53. Anne Eydoux, 2020. "Une société d’outsiders," Post-Print hal-03901726, HAL.
    54. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).
    55. Alcidi, Cinzia & Gros, Daniel, 2017. "How to strengthen the European Semester?," CEPS Papers 13292, Centre for European Policy Studies.
    56. Giorgio Liotti, 2022. "Labour Market Regulation and Youth Unemployment in the EU-28," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 8(1), pages 77-103, March.
    57. Schrader, Klaus & Ulivelli, Marta, 2017. "Italy: A crisis country of tomorrow? Insights from the Italian labor market," Kiel Policy Briefs 107, Kiel Institute for the World Economy.
    58. Guarascio, Dario & Gualtieri, Valentina & Quaranta, Roberto, 2018. "Does routinization affect occupation dynamics? Evidence from the ‘Italian O*Net’ data," MPRA Paper 89585, University Library of Munich, Germany.
    59. Riccardo Pariboni & Pasquale Tridico, 2020. "Structural change, institutions and the dynamics of labor productivity in Europe," Journal of Evolutionary Economics, Springer, vol. 30(5), pages 1275-1300, November.
    60. A. Ugryumova A. & M. Savelyeva V. & А. Угрюмова А. & М. Савельева В., 2019. "Роль высокотехнологичных рабочих мест в развитии регионов // The Role of High-Tech Jobs in Regional Development," Управленческие науки // Management Science, ФГОБУВО Финансовый университет при Правительстве Российской Федерации // Financial University under The Government of Russian Federation, vol. 9(1), pages 96-112.
    61. Luca Brugnara & Silvia Camussi & Graziella Mendicino & Francesca Modena, 2025. "Crossing the threshold: employment regulation, firm behaviour, and labour market flexibility in Italy," Questioni di Economia e Finanza (Occasional Papers) 983, Bank of Italy, Economic Research and International Relations Area.
    62. Brancati, Emanuele & Brancati, Raffaele & Guarascio, Dario & Zanfei, Antonello, 2020. "In Times of Trouble: Innovative Drivers of External Competitiveness for Small Businesses during the Great Recession," GLO Discussion Paper Series 639, Global Labor Organization (GLO).
    63. Valeria Cirillo & Dario Guarascio & Zachary Parolin, 2021. "Platform Work and Economic Insecurity: Evidence from Representative Italian Survey Data," Working Papers in Public Economics 208, Department of Economics and Law, Sapienza University of Rome.
    64. Paolo Sestito & Eliana Viviano, 2016. "Hiring incentives and/or firing cost reduction? Evaluating the impact of the 2015 policies on the Italian labour market," Questioni di Economia e Finanza (Occasional Papers) 325, Bank of Italy, Economic Research and International Relations Area.
    65. Santoni, Edoardo & Patriarca, Fabrizio & Scarlato, Margherita, 2024. "The effects of hiring credits on firm dynamics: a synthetic difference-in-differences evaluation," GLO Discussion Paper Series 1546, Global Labor Organization (GLO).
    66. Lorenti, Angelo & Dudel, Christian & Myrskylä, Mikko, 2018. "The legacy of the great recession in Italy: a wider geographical, gender, and generational gap in working life expectancy," LSE Research Online Documents on Economics 88302, London School of Economics and Political Science, LSE Library.

  23. Valeria Cirillo & Mario Pianta & Leopoldo Nascia, 2015. "The Dynamics of Skills: Technology and Business Cycles," LEM Papers Series 2015/30, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

    Cited by:

    1. Compagnucci, Fabiano & Gentili, Andrea & Valentini, Enzo & Gallegati, Mauro, 2021. "Have jobs and wages stopped rising? Productivity and structural change in advanced countries," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 412-430.
    2. Andrea Gentili & Fabiano Compagnucci & Mauro Gallegati & Enzo Valentini, 2020. "Are machines stealing our jobs?," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 153-173.

  24. Valeria Cirillo & Marcella Corsi & Carlo D'Ippoliti, 2015. "Gender, class and the crisis," Working Papers CEB 15-026, ULB -- Universite Libre de Bruxelles.

    Cited by:

    1. Valeria Cirillo & Marta Fana & Dario Guarascio, 2017. "Labour market reforms in Italy: evaluating the effects of the Jobs Act," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 34(2), pages 211-232, August.

  25. Giulio Perani & Valeria Cirillo, 2015. "Matching industry classifications. A method for converting Nace Rev.2 to Nace Rev.1," Working Papers 1502, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2015.

    Cited by:

    1. Francesco Bogliacino & Mario Pianta, 2016. "The Pavitt Taxonomy, revisited: patterns of innovation in manufacturing and services," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 33(2), pages 153-180, August.
    2. Guglielmo Barone & Helena Kreuter, 2019. "Low-wage import competition and populist backlash: The case of Italy," "Marco Fanno" Working Papers 0241, Dipartimento di Scienze Economiche "Marco Fanno".
    3. Francesco Bogliacino & Dario Guarascio & Valeria Cirillo, 2015. "Where does the surplus go? Disentangling the capital-labor distributive conflict," LEM Papers Series 2015/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    4. Andrea Coveri & Mario Pianta, 2019. "The Structural Dynamics of Income Distribution:Technology, Wages and Profits," Working Papers 1901, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2019.
    5. Valeria Cirillo & Mario Pianta & Leopoldo Nascia, 2015. "The Dynamics of Skills: Technology and Business Cycles," LEM Papers Series 2015/30, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    6. Armanda Cetrulo & Valeria Cirillo & Dario Guarascio, 2018. "Weaker jobs, weaker innovation. Exploring the temporary employment-product innovation nexus," LEM Papers Series 2018/06, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    7. Bramucci, Alessandro, 2016. "Offshoring, employment and wages," IPE Working Papers 71/2016, Berlin School of Economics and Law, Institute for International Political Economy (IPE).
    8. Daniele Angelini, 2023. "Aging Population and Technology Adoption," Working Paper Series of the Department of Economics, University of Konstanz 2023-01, Department of Economics, University of Konstanz.
    9. Bramucci, Alessandro & Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario, 2021. "Offshoring, industry heterogeneity and employment11This paper is the research outcome of two projects: the ISIGrowth project on Innovation-fuelled, Sustainable, Inclusive Growth funded by the European Union’s Horizon 2020 research and innovation prog," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 400-411.
    10. Alessandro Bramucci, 2015. "Offshoring, Employment and Wages Abstract: This paper reviews the debate on the economic effect of the international fragmentation of production also known as ?offshoring? and provides a preliminary investigation on the impact of imports of intermedi," Working Papers 1506, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2015.
    11. Valeria Cirillo & Mario Pianta & Leopoldo Nascia, 2018. "Technology and Occupations in Business Cycles," Sustainability, MDPI, vol. 10(2), pages 1-25, February.
    12. M. Grazzi & C. Piccardo & C. Vergari, 2019. "Concordance and complementarity in Intellectual Property instruments," Working Papers wp1127, Dipartimento Scienze Economiche, Universita' di Bologna.
    13. Francesco Bogliacino & Dario Guarascio & Valeria Cirillo, 2016. "The dynamics of profits and wages: technology, offshoring and demand," LEM Papers Series 2016/04, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    14. Coveri, Andrea & Pianta, Mario, 2022. "Drivers of inequality: wages vs. profits in European industries," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 230-242.
    15. Yang, Jialei & Hurmelinna-Laukkanen, Pia, 2022. "Evolving appropriability – Variation in the relevance of appropriability mechanisms across industries," Technovation, Elsevier, vol. 118(C).
    16. Wenbo Zhu, 2023. "Skill‐replacing process innovation and the labour market: Theory and evidence," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(4), pages 1583-1614, November.

  26. Valeria Cirillo & Dario Guarascio & Mario Pianta, 2014. "Will Europe?s industry survive the crisis? Competitiveness, employment and the need for an industrial policy," Working Papers 1408, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2014.

    Cited by:

    1. Matteo Deleidi & Walter Paternesi Meloni & Antonella Stirati, 2020. "Tertiarization, productivity and aggregate demand: evidence-based policies for European countries," Journal of Evolutionary Economics, Springer, vol. 30(5), pages 1429-1465, November.
    2. Matteo Deleidi & Walter Paternesi Meloni & Antonella Stirati, 2018. "Structural change, labour productivity and the Kaldor-Verdoorn law: evidence from European countries," Departmental Working Papers of Economics - University 'Roma Tre' 0239, Department of Economics - University Roma Tre.
    3. Charis VLADOS & Dimos CHATZINIKOLAOU, 2019. "Challenges of industrial policy to enhance competitiveness," Journal of Economics Library, EconSciences Journals, vol. 6(2), pages 83-96, June.
    4. Roberta Arbolino & Raffaele Boffardi & Mariangela Bonasia & Luisa Simone & Antonio Lopes, 2025. "Regional industrial competitiveness: tales of success and failures from European regions," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 74(1), pages 1-40, March.
    5. Calcagnini, Giorgio & Marin, Giovanni & Perugini, Francesco, 2021. "Labour flexibility, internal migration and productivity in Italian regions," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 308-320.

  27. Valeria Cirillo & Mario Pianta & Leopoldo Nascia, 2014. "The Shaping of Skills:Wages, Education, Innovation," Working Papers 1406, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2014.

    Cited by:

    1. Maurizio Franzini & Mario Pianta, 2015. "Four engines of inequality," LEM Papers Series 2015/20, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    2. Valeria Cirillo & Mario Pianta & Leopoldo Nascia, 2015. "The Dynamics of Skills: Technology and Business Cycles," LEM Papers Series 2015/30, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    3. Marta Fana & Dario Guarascio & Valeria Cirillo, 2015. "Labour market reforms in Italy: evaluating the effects of the Jobs Act," LEM Papers Series 2015/31, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    4. Gunther Tichy, 2018. "Polarisierung der beruflichen Anforderungen durch die Digitalisierung?," WIFO Monatsberichte (monthly reports), WIFO, vol. 91(3), pages 177-190, March.
    5. Valeria Cirillo & Mario Pianta & Leopoldo Nascia, 2018. "Technology and Occupations in Business Cycles," Sustainability, MDPI, vol. 10(2), pages 1-25, February.
    6. Maurizio Franzini & Mario Pianta, 2015. "The making of inequality.Capital, labour and the distribution of income," Working Papers 1507, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2015.

Articles

  1. Valeria Cirillo & Francesco S. Massimo & Matteo Rinaldini & Jacopo Staccioli & Maria Enrica Virgillito, 2025. "Monopoly Power upon the World of Work: A Workplace Analysis in the Logistics Segment Under Automation," Review of Political Economy, Taylor & Francis Journals, vol. 37(4), pages 1599-1631, August.
    See citations under working paper version above.
  2. Michele Capriati & Valeria Cirillo & Marialuisa Divella, 2024. "Productivity slowdown across European regions: does non-standard work matter?," Regional Studies, Taylor & Francis Journals, vol. 58(9), pages 1687-1709, September.

    Cited by:

    1. Giuseppe Simone, 2025. "Unpacking Structural Polarisation: Economic Complexity and Productivity across Italian Territories," Papers in Evolutionary Economic Geography (PEEG) 2536, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Dec 2025.

  3. Cirillo, Valeria & Mina, Andrea & Ricci, Andrea, 2024. "Digital technologies, labor market flows and training: Evidence from Italian employer-employee data," Technological Forecasting and Social Change, Elsevier, vol. 209(C).
    See citations under working paper version above.
  4. Reljic, Jelena & Cirillo, Valeria & Guarascio, Dario, 2023. "Regimes of robotization in Europe," Economics Letters, Elsevier, vol. 232(C).

    Cited by:

    1. Robert Stehrer, 2024. "Neue Technologien, Firmenperformance und Beschäftigung: Erste Analysen basierend auf österreichischen Firmendaten," wiiw Research Reports in German language 26, The Vienna Institute for International Economic Studies, wiiw.
    2. Hylke Dijkstra & Konstantin M. Wacker, 2025. "Robots, shoring patterns, and employment: What are the linkages?," wiiw Working Papers 267, The Vienna Institute for International Economic Studies, wiiw.
    3. Marco De Simone & Dario Guarascio & Jelena Reljic, 2025. "The impact of robots on workplace injuries and deaths: Empirical evidence from Europe," LEM Papers Series 2025/03, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    4. Guarascio, Dario & Reljic, Jelena & Stöllinger, Roman, 2025. "Diverging paths: AI exposure and employment across European regions," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 11-24.
    5. Guarascio, Dario & Piccirillo, Alessandro & Reljic, Jelena, 2024. "Will robot replace workers? Assessing the impact of robots on employment and wages with meta-analysis," GLO Discussion Paper Series 1395, Global Labor Organization (GLO).
    6. Cetrulo, Armanda & Cirillo, Valeria & Landini, Fabio, 2025. "Labour, unions and R&D in Italian firms," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 262-281.
    7. Franco, Chiara & Suppressa, Francesco, 2025. "Robot, trade and employment: Unravelling the relationship within the European context," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 407-422.
    8. Stehrer, Robert, 2024. "The impact of ICT and intangible capital accumulation on employment growth and labour income shares," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 211-220.
    9. Muris, Chris & Wacker, Konstantin M., 2025. "Estimating interaction effects with panel data," GLO Discussion Paper Series 1583, Global Labor Organization (GLO).
    10. Margherita Russo & Armanda Cetrulo & Annamaria Simonazzi, 2025. "Digitalization and automation in the automotive sector: the manifold role of lean production," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(4), pages 1129-1165, December.
    11. Guarascio, Dario & Reljic, Jelena, 2025. "AI and employment in Europe," Economics Letters, Elsevier, vol. 247(C).
    12. Mario Holzner, 2025. "Catalytic Industrial Policy—in concordia varietas," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 52(3), pages 805-835, September.

  5. Jelena Reljic & Armanda Cetrulo & Valeria Cirillo & Andrea Coveri, 2023. "Non-standard work and innovation: evidence from European industries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 32(1), pages 136-164, January.
    See citations under working paper version above.
  6. Cirillo, Valeria & Fanti, Lucrezia & Mina, Andrea & Ricci, Andrea, 2023. "The adoption of digital technologies: Investment, skills, work organisation," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 89-105.

    Cited by:

    1. Ioannis Zervas & Emmanouil Stiakakis & Ioannis Athanasiadis & Georgios Tsekouropoulos, 2024. "A Holistic Approach to Define Important Digital Skills for the Digital Society," Societies, MDPI, vol. 14(7), pages 1-22, July.
    2. Cubillas-Para, Clara & Cegarra-Navarro, Juan Gabriel & Vătămănescu, Elena-Mădălina, 2024. "Gliding from regenerative unlearning toward digital transformation via collaboration with customers and organisational agility," Journal of Business Research, Elsevier, vol. 177(C).
    3. María de las Mercedes Menéndez & Alejandro Lavopa, 2025. "Adoption of twin transition technologies in developing countries: A bivariate analysis," Journal of Evolutionary Economics, Springer, vol. 35(4), pages 759-799, September.
    4. Andres, Raphaela & Niebel, Thomas & Sack, Robin, 2025. "Big data and firm-level productivity – A cross-country comparison," Information Economics and Policy, Elsevier, vol. 71(C).
    5. Flavio Calvino & Luca Fontanelli, 2025. "Decoding AI: Nine facts about how firms use artificial intelligence in France," LEM Papers Series 2025/13, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    6. Neumann, Uwe, 2025. "Digital transformation, employment change and the adaptation of regions in Germany," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 37-50.
    7. Konstantins Benkovskis & Styliani Christodoulopoulou & Olegs Tkacevs, 2025. "Adaption of Digital Technologies: the Case of Latvian Firms," Discussion Papers 2025/01, Latvijas Banka.
    8. Valeria Cirillo & Matteo Rinaldini & Jacopo Staccioli & Maria Enrica Virgillito, 2023. "Trade unions' responses to Industry 4.0 amid corporatism and resistance," PSL Quarterly Review, Economia civile, vol. 76(305), pages 91-120.
    9. Xiaobing LAI & Lei QUAN & Chong GUO & Xing GAO, 2023. "Exploring the Digital Era: Has Digital Technology Innovation Reshaped Investment Efficiency in Chinese Enterprises?," Economic Growth Centre Working Paper Series 2302, Nanyang Technological University, School of Social Sciences, Economic Growth Centre.
    10. Fontanelli, Luca & Calvino, Flavio & Criscuolo, Chiara & Nesta, Lionel & Verdolini, Elena, 2024. "The role of human capital for AI adoption: evidence from French firms," LSE Research Online Documents on Economics 126787, London School of Economics and Political Science, LSE Library.
    11. Bughin, Jacques, 2024. "What drives the corporate payoffs of using generative artificial intelligence?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 658-668.
    12. Bernardo Caldarola & Luca Fontanelli, 2024. "Scaling up to the cloud: Cloud technology use and growth rates in small and large firms," Papers 2409.17035, arXiv.org, revised May 2026.
    13. Guendalina Anzolin & Chiara Benassi & Armanda Cetrulo, 2024. "Industrial relations and firm-level innovation. A comparative analysis of establishment data in Germany and Italy," LEM Papers Series 2024/12, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    14. Bronzini, Raffaello & Giunta, Anna & Pierucci, Eleonora & Sforza, Marco, 2025. "More technology, more loans? How advanced digital technologies influence firms’ financing conditions," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 47-66.
    15. Penglong Li & Xuan Ye, 2024. "Research on the promotion effect and mechanisms of digital empowerment of food enterprises," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 70(2), pages 60-72.
    16. Davide Antonioli & Elisa Chioatto & Giovanni Guidetti & Riccardo Leoncini & Mariele Macaluso, 2026. "Training and Innovation in Italian Manufacturing Firms," Papers 2603.05153, arXiv.org.
    17. Flavio Calvino & Luca Fontanelli, 2023. "Artificial intelligence, complementary assets and productivity: evidence from French firms," LEM Papers Series 2023/35, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    18. Cetrulo, Armanda & Cirillo, Valeria & Landini, Fabio, 2025. "Labour, unions and R&D in Italian firms," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 262-281.
    19. Efrain Boom-Cárcamo & Schneyder Molina-Romero & Cesar Galindo-Angulo & María Mar Restrepo, 2024. "Barriers and Strategies for Digital Marketing and Smart Delivery in Urban Courier Companies in Developing Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 19203-19232, December.
    20. Fabio Berton & Stefano Dughera & Andrea Ricci, 2025. "Advanced Digital Technologies in Unionized Firms," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 11(3), pages 1015-1040, November.
    21. Lai, Xiaobing & Quan, Lei & Guo, Chong & Gao, Xing, 2025. "Exploring the digital era: Has digital technology innovation reshaped investment efficiency in Chinese enterprises?," Research in International Business and Finance, Elsevier, vol. 75(C).
    22. Margherita Russo & Armanda Cetrulo & Annamaria Simonazzi, 2025. "Digitalization and automation in the automotive sector: the manifold role of lean production," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(4), pages 1129-1165, December.
    23. Kiru Sichoongwe, 2024. "Adoption Behaviour of Digital Technologies by Firms: Evidence from South Africa’s Manufacturing Sector," Global Business Review, International Management Institute, vol. 25(2_suppl), pages 244-264, April.
    24. Huang, Lei & Chin, Tachia & Papa, Armando & Pisano, Paola, 2025. "Artificial intelligence augmenting human intelligence for manufacturing firms to create green value: Towards a technology adoption perspective," Technological Forecasting and Social Change, Elsevier, vol. 213(C).
    25. Agustí Segarra-Blasco & Josep Tomàs-Porres & Mercedes Teruel, 2025. "AI, robots and innovation in European SMEs," Small Business Economics, Springer, vol. 65(1), pages 719-745, June.
    26. Adina-Maria Vodă & Mihai Ciobotea & Doina Badea & Monica Roman & Marian Stan, 2025. "The Interactions Between Digitalization, Innovation and Employment in European Companies: Insights from a Latent Class Analysis," Economies, MDPI, vol. 13(4), pages 1-19, April.
    27. Jiangang Huang & Xinya Chen & Xing Zhao, 2024. "How Digital Technology Reduces Carbon Emissions: From the Perspective of Green Innovation, Industry Upgrading, and Energy Transition," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(4), pages 19294-19326, December.
    28. Kren, Janez & O'Toole, Conor, 2024. "What drives SME investment in digitalisation? Micro-data evidence for Ireland," Papers WP777, Economic and Social Research Institute (ESRI).
    29. Bernardo Caldarola & Luca Fontanelli, 2024. "Cloud technologies, firm growth and industry concentration: Evidence from France," LEM Papers Series 2024/25, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    30. Flavio Calvino & Luca Fontanelli, 2024. "AI Users Are Not All Alike: The Characteristics of French Firms Buying and Developing AI," CESifo Working Paper Series 11466, CESifo.
    31. Ma, Shuzhong & Shen, Yuting & Fang, Chao, 2025. "The digital world that trade created: Evidence from the information technology agreement," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 746-763.

  7. Cirillo, Valeria & Guarascio, Dario & Parolin, Zachary, 2023. "Platform work and economic insecurity in Italy," Structural Change and Economic Dynamics, Elsevier, vol. 65(C), pages 126-138.

    Cited by:

    1. Valeria Cirillo & Donato Cutolo & Dario Guarascio & Martin Kenney & Jacopo Tramontano, 2025. "Leveraging Workforce Flexibility to Navigate Platform-Induced Uncertainty: A study of the Italian Restaurant and Hospitality Sectors," CIMEO Working Paper Series 186, Centre for Investigation and Modelling of Experimental Observations (CIMEO).
    2. Davide Arcidiacono & Giorgio Piccitto, 2023. "Assessing Inclusivity Through Job Quality in Digital Plat‐Firms," Social Inclusion, Cogitatio Press, vol. 11(4), pages 239-250.
    3. Michele Capriati & Valeria Cirillo & Marialuisa Divella, 2024. "Productivity slowdown across European regions: does non-standard work matter?," Regional Studies, Taylor & Francis Journals, vol. 58(9), pages 1687-1709, September.
    4. Nathalie Greenan & Dario Guarascio & Jelena Reljic, 2025. "AI and the labour market: opening the black box," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(4), pages 925-951, December.
    5. Coveri, Andrea & Cozza, Claudio & Guarascio, Dario, 2023. "Blurring boundaries: an analysis of the digital platforms-military nexus," GLO Discussion Paper Series 1364, Global Labor Organization (GLO).
    6. J. Gevaert & J. Doms & E. Vandevenne & K. Van Aerden, 2025. "Strategies for surveying platform workers: lessons from a Belgian case study," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(1), pages 211-231, February.
    7. Davide Arcidiacono & Giorgio Piccitto, 2023. "Assessing Inclusivity Through Job Quality in Digital Plat‐Firms," Social Inclusion, Cogitatio Press, vol. 11(4), pages 239-250.

  8. Serenella Caravella & Valeria Cirillo & Francesco Crespi & Dario Guarascio & Mirko Menghini, 2023. "The diffusion of digital skills across EU regions: structural drivers and polarisation dynamics," Regional Studies, Regional Science, Taylor & Francis Journals, vol. 10(1), pages 820-844, December.
    See citations under working paper version above.
  9. Valeria Cirillo & Lucrezia Fanti & Andrea Mina & Andrea Ricci, 2023. "New digital technologies and firm performance in the Italian economy," Industry and Innovation, Taylor & Francis Journals, vol. 30(1), pages 159-188, January.

    Cited by:

    1. Xiankun Deng & Qingsong Hou & Jin Shen, 2024. "Can digital transformation reduce R&D investment disruption during the top executive transition period?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 45(4), pages 1901-1926, June.
    2. Marco Bettiol & Mauro Capestro & Eleonora Di Maria & Roberto Ganau, 2024. "Is this time different? How Industry 4.0 affects firms’ labor productivity," Small Business Economics, Springer, vol. 62(4), pages 1449-1467, April.
    3. Mauro Caselli & Edwin Fourrier-Nicolai & Andrea Fracasso & Sergio Scicchitano, 2024. "Digital Technologies and Firms’ Employment and Training," CESifo Working Paper Series 11056, CESifo.
    4. Thierry Messie Pondie & Amira Berriche, 2025. "Environmental Capital and Digital Financial Inclusion: Energy Empowerment of Cameroonian SMEs Through Solar Energy, a Lever for Sustainable Performance," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 32(5), pages 6615-6626, September.
    5. Valeria Cirillo & Andrea Mina & Andrea Ricci, 2024. "Digital Technologies, Labor market flows and Training: Evidence from Italian employer-employee data," LEM Papers Series 2024/22, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    6. Elena Cefis & Stefania Scrofani & Matteo Tubiana, 2025. "Innovation policies and firms’ productivity: the Italian Industry 4.0 Plan for digital transformation," The Journal of Technology Transfer, Springer, vol. 50(5), pages 2443-2475, October.
    7. Bettiol, Marco & Capestro, Mauro & Di Maria, Eleonora & Ganau, Roberto, 2024. "Is this time different? how Industry 4.0 affects firms' labor productivity," LSE Research Online Documents on Economics 124545, London School of Economics and Political Science, LSE Library.
    8. Stan Metcalfe, 2024. "Joseph Schumpeter, Alfred Marshall and the nature of restless capitalism," MIOIR Working Paper Series 2024-02, The Manchester Institute of Innovation Research (MIoIR), The University of Manchester.
    9. S. Basiglio & A. Ricci & M. Rossi, 2025. "Entrepreneurs’ impatience and digital technologies," Small Business Economics, Springer, vol. 64(4), pages 2035-2060, April.
    10. Natália Barbosa, 2024. "Artificial Intelligence and exporting performance:Firm-level evidence from Portugal," GEE Papers 183, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Sep 2024.
    11. Antonio Ughi & Andrea Mina, 2023. "Digital Advantage: Evidence from a Policy Evaluation of Adoption Subsidies," LEM Papers Series 2023/41, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    12. Rossi, Luca & Pasca, Maria Giovina & Arcese, Gabriella & Poponi, Stefano, 2024. "Innovation, researcher and creativity: A complex indicator for territorial evaluation capacity," Technology in Society, Elsevier, vol. 77(C).
    13. Silvia Massini & Mabel Sanchez Barrioluengo & Xiaoxiao Yu & Reza Salehnejad, 2024. "Digital transformation in firms: determinants of technology adoption and implications for performance," MIOIR Working Paper Series 2024-01, The Manchester Institute of Innovation Research (MIoIR), The University of Manchester.
    14. Radeef Chundakkadan & Subash Sasidharan & Kausik Chaudhuri, 2025. "Automation, firm performance, and employment: Evidence from developing countries," Journal of Evolutionary Economics, Springer, vol. 35(5), pages 873-900, November.
    15. Leogrande, Angelo & Drago, Carlo & Arnone, Massimo, 2024. "Analyzing Regional Disparities in E-Commerce Adoption Among Italian SMEs: Integrating Machine Learning Clustering and Predictive Models with Econometric Analysis," MPRA Paper 122115, University Library of Munich, Germany.
    16. Natália Barbosa, 2026. "Unlocking Export Gains: The Role of AI and AI-Related Technologies," EconPol Forum, CESifo, vol. 27(02), pages 08-14, April.
    17. Neirotti, Paolo & Ricci, Andrea & Tubiana, Matteo, 2026. "Industry 4.0 digital technologies and international performance: The role of family management in Italian firms," International Journal of Production Economics, Elsevier, vol. 294(C).

  10. Valeria Cirillo & Matteo Rinaldini & Jacopo Staccioli & Maria Enrica Virgillito, 2023. "Trade unions' responses to Industry 4.0 amid corporatism and resistance," PSL Quarterly Review, Economia civile, vol. 76(305), pages 91-120.
    See citations under working paper version above.
  11. Francesco Bloise & Irene Brunetti & Valeria Cirillo, 2022. "Firm strategies and distributional dynamics: labour share in Italian medium-large firms," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(2), pages 623-655, July.

    Cited by:

    1. Federico Riccio & Giovanni Dosi & Maria Enrica Virgillito, 2023. "Smile without a reason why: functional specialisation and income distribution along global value chains," LEM Papers Series 2023/31, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    2. Fana, Marta & Giangregorio, Luca, 2024. "The role of tasks, contractual arrangements, and job composition in explaining the dynamics of wage inequality: Evidence from France," Labour Economics, Elsevier, vol. 87(C).
    3. Garofalo, Antonio & Bruno, Emma & D'Avino, Maria & Ferraro, Aniello & Punzo, Gennaro, 2025. "Employee compensation in European regions: A spatial analysis of short- and long-term effects," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 303-314.

  12. Francesco Bloise & Valeria Cirillo & Michele Raitano & Andrea Ricci, 2022. "Within-firm inequality in workdays and labor productivity: evidence from linked employer–employee Italian data [Beyond Becker: training in imperfect labour markets]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(1), pages 39-61.

    Cited by:

    1. Dinara Alpysbayeva & Jozef Konings & Venkat Subramanian & Aigerim Yergabulova, 2022. "Wage dispersion and firm performance: evidence from Kazakhstan," Working Papers 2022/01, Nazarbayev University, Graduate School of Business.
    2. Michele Capriati & Valeria Cirillo & Marialuisa Divella, 2024. "Productivity slowdown across European regions: does non-standard work matter?," Regional Studies, Taylor & Francis Journals, vol. 58(9), pages 1687-1709, September.
    3. Valeria Cirillo & Andrea Mina & Andrea Ricci, 2024. "Digital Technologies, Labor market flows and Training: Evidence from Italian employer-employee data," LEM Papers Series 2024/22, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    4. Bavaro, Michele & Raitano, Michele, 2024. "Is working enough to escape poverty? Evidence on low-paid workers in Italy," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 495-511.

  13. Valeria Cirillo & Andrea Ricci, 2022. "Heterogeneity matters: temporary employment, productivity and wages in Italian firms," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(2), pages 567-593, July.

    Cited by:

    1. Michele Capriati & Valeria Cirillo & Marialuisa Divella, 2024. "Productivity slowdown across European regions: does non-standard work matter?," Regional Studies, Taylor & Francis Journals, vol. 58(9), pages 1687-1709, September.
    2. Ladislav Suhányi & Alžbeta Suhányiová & Jaroslava Kádárová & Jaroslava Janeková, 2023. "Relationships between Average Wages in the Manufacturing Sector and Economic Indicators of the Manufacturing Sector in the Region of Visegrad Group Countries," Sustainability, MDPI, vol. 15(5), pages 1-19, February.
    3. Garofalo, Antonio & Bruno, Emma & D'Avino, Maria & Ferraro, Aniello & Punzo, Gennaro, 2025. "Employee compensation in European regions: A spatial analysis of short- and long-term effects," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 303-314.
    4. Claudia Vittori & Andrea Ricci & Valentina Ferri, 2024. "Extra‐EU immigrants and labour productivity: New evidence from Italian firms," The World Economy, Wiley Blackwell, vol. 47(2), pages 590-617, February.
    5. Seyed Mohsen Mirbagheri & Ata Ollah Rafiei Atani & Mohammadreza Parsanejad, 2023. "The Effect of Collective Decision-Making on Productivity: A Structural Equation Modeling," SAGE Open, , vol. 13(4), pages 21582440231, December.

  14. Cirillo, Valeria & Rinaldini, Matteo & Staccioli, Jacopo & Virgillito, Maria Enrica, 2021. "Technology vs. workers: the case of Italy’s Industry 4.0 factories," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 166-183.

    Cited by:

    1. Nadeem, Kashif & Wong, Sut I. & Za, Stefano & Venditti, Michelina, 2024. "Digital transformation and industry 4.0 employees: Empirical evidence from top digital nations," Technology in Society, Elsevier, vol. 76(C).
    2. Guendalina Anzolin, 2021. "Automation and its Employment Effects: A Literature Review of Automotive and Garment Sectors," JRC Working Papers on Labour, Education and Technology 2021-16, Joint Research Centre.
    3. Battaglia, Daniele & Galati, Francesco & Molinaro, Margherita & Pessot, Elena, 2023. "Full, hybrid and platform complementarity: Exploring the industry 4.0 technology-performance link," International Journal of Production Economics, Elsevier, vol. 263(C).
    4. Jasmine Mondolo, 2022. "The composite link between technological change and employment: A survey of the literature," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1027-1068, September.
    5. Angelo Moro & Maria Enrica Virgillito, 2021. "Towards the factory 4.0? Convergence and divergence of lean models in Italian automotive plants," LEM Papers Series 2021/38, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    6. Staccioli, Jacopo & Virgillito, Maria Enrica, 2020. "Back to the past: the historical roots of labour-saving automation," GLO Discussion Paper Series 721, Global Labor Organization (GLO).
    7. Roberto Antonietti & Luca Cattani & Francesca Gambarotto & Giulio Pedrini, 2021. "Education, routine, and complexity-biased Knowledge Enabling Technologies: Evidence from Emilia-Romagna, Italy," Discussion Paper series in Regional Science & Economic Geography 2021-07, Gran Sasso Science Institute, Social Sciences, revised May 2021.
    8. Beier, Grischa & Matthess, Marcel & Shuttleworth, Luke & Guan, Ting & de Oliveira Pereira Grudzien, David Iubel & Xue, Bing & Pinheiro de Lima, Edson & Chen, Ling, 2022. "Implications of Industry 4.0 on industrial employment: A comparative survey from Brazilian, Chinese, and German practitioners," Technology in Society, Elsevier, vol. 70(C).
    9. Yunus Zengin & Serkan Naktiyok & Erdoğan Kaygın & Onur Kavak & Ethem Topçuoğlu, 2021. "An Investigation upon Industry 4.0 and Society 5.0 within the Context of Sustainable Development Goals," Sustainability, MDPI, vol. 13(5), pages 1-16, March.
    10. Cetrulo, Armanda & Cirillo, Valeria & Landini, Fabio, 2025. "Labour, unions and R&D in Italian firms," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 262-281.
    11. Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2022. "Robots and the origin of their labour-saving impact," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    12. Xiao, Youzhi & Liu, Xin, 2026. "The environmental administrative penalties and firm digital transformation: A reexamination of Porter Hypothesis," Economic Modelling, Elsevier, vol. 156(C).
    13. Jacopo Staccioli & Maria Enrica Virgillito, 2020. "The present, past, and future of labor-saving technologies," DISCE - Working Papers del Dipartimento di Politica Economica dipe0013, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    14. Fabio Montobbio & Jacopo Staccioli & Maria Enrica Virgillito & Marco Vivarelli, 2021. "Labour-saving automation and occupational exposure: a text-similarity measure," DISCE - Working Papers del Dipartimento di Politica Economica dipe0021, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).

  15. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).
    See citations under working paper version above.
  16. Irene Brunetti & Valerio Intraligi & Andrea Ricci & Valeria Cirillo, 2020. "Low‐skill jobs and routine tasks specialization: New insights from Italian provinces," Papers in Regional Science, Wiley Blackwell, vol. 99(6), pages 1561-1581, December.

    Cited by:

    1. Roupakias, Stelios, 2023. "Employment polarization: evidence from regions in Greece," MPRA Paper 118696, University Library of Munich, Germany.
    2. Esposito, Piero & Scicchitano, Sergio, 2022. "Educational mismatch and labour market transitions in Italy: Is there an unemployment trap?," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 138-155.
    3. Antonietti, Roberto & Burlina, Chiara & Rodriguez-Pose, Andres, 2025. "Digital technology and regional income inequality: are better institutions the solution?," LSE Research Online Documents on Economics 127062, London School of Economics and Political Science, LSE Library.
    4. Francesco Carbonero & Sergio Scicchitano, 2025. "Labour and technology at the time of COVID-19: can artificial intelligence mitigate the need for proximity?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(4), pages 1167-1203, December.
    5. Roshnie Doon & Sergio Scicchitano, 2025. "The effects of overeducation on wage distribution in Trinidad and Tobago: an unconditional quantile regression analysis," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 15(1), pages 163-195, March.
    6. Doon, Roshnie & Scicchitano, Sergio, 2024. "The Returns to Education and the Wage Effect from Overeducation in Trinidad and Tobago: A Pseudo-Panel Approach," GLO Discussion Paper Series 1431, Global Labor Organization (GLO).
    7. Luciana Aimone Gigio, & Silvia Camussi & Vincenzo Maccarrone, 2021. "Changes in the employment structure and in job quality in Italy: a national and regional analysis," Questioni di Economia e Finanza (Occasional Papers) 603, Bank of Italy, Economic Research and International Relations Area.

  17. Cirillo, Valeria & Martinelli, Arianna & Nuvolari, Alessandro & Tranchero, Matteo, 2019. "Only one way to skin a cat? Heterogeneity and equifinality in European national innovation systems," Research Policy, Elsevier, vol. 48(4), pages 905-922.

    Cited by:

    1. Uyar, Ali & Gerged, Ali Meftah & Kuzey, Cemil & Karaman, Abdullah S., 2024. "Corporate innovation capacity, national innovation setting, and renewable energy use," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    2. Ávila-Robinson, Alfonso & Islam, Nazrul & Sengoku, Shintaro, 2022. "Exploring the knowledge base of innovation research: Towards an emerging innovation model," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    3. Apostolos Vetsikas & Yeoryios Stamboulis, 2023. "A conceptual framework for modeling heterogeneous actors' behavior in national innovation systems," Journal of Evolutionary Economics, Springer, vol. 33(3), pages 773-796, July.
    4. Wu, Yue Rio & Huang, Sterling & Tsang, Albert & Wang, Kun Tracy, 2025. "Generalist managers and firm innovation worldwide: The role of innovation-specific institutions," Journal of Accounting and Economics, Elsevier, vol. 79(2).
    5. Marcelo Pereira Duarte & Fernando Manuel Pereira de Oliveira Carvalho & Manuel Portugal Ferreira, 2025. "Agglomeration Externalities in National Systems of Innovation: The Role of Industrial Diversity and Competition on Countries’ Innovative Levels," SAGE Open, , vol. 15(1), pages 21582440251, March.
    6. Thanos Fragkandreas, 2023. "Case study research on innovation systems: paradox, dialectical analysis and resolution," Working Papers 65, Birkbeck Centre for Innovation Management Research, revised 15 May 2023.
    7. Ann Hipp & Udo Ludwig & Jutta Günther, 2021. "Unable to innovate or just bad circumstances? Comparing the innovation system of a state-led and market-based economy," Bremen Papers on Economics & Innovation 2111, University of Bremen, Faculty of Business Studies and Economics.
    8. Caravella, Serenella & Cirillo, Valeria & Crespi, Francesco & Guarascio, Dario & Menghini, Mirko, 2022. "The diffusion of digital skills across EU regions: Structural drivers and polarization dynamics," GLO Discussion Paper Series 1188, Global Labor Organization (GLO).
    9. Bruno Ferreira Oliveira & Rodolfo Tomás Fonseca Nicolay, 2022. "Does innovative capacity affect the deindustrialization process? A panel data analysis," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 11(1), pages 1-36, December.
    10. Erzurumlu, S. Sinan & Erzurumlu, Yaman O. & Yoon, YongKi, 2022. "National innovation systems and dynamic impact of institutional structures on national innovation capability: A configurational approach with the OKID method," Technovation, Elsevier, vol. 114(C).
    11. Hasirumane Venkatesh Mukesh, 2022. "Digital Transformation Taking Centre Stage: How Is Digital Transformation Reshaping Entrepreneurial Innovation?," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 31(2), pages 364-401, July.
    12. Chen, Wei & Song, Hongti, 2024. "National innovation system: Measurement of overall effectiveness and analysis of influencing factors," Technology in Society, Elsevier, vol. 77(C).
    13. Jaan Masso & Amaresh K Tiwari, 2022. "Productivity Implications of R&D, Innovation, and Capital Accumulation for Incumbents and Entrants: Perspectives from a Catching-up Economy," Papers 2205.10540, arXiv.org.
    14. Ariel L. Wirkierman & Tommaso Ciarli & Maria Savona, 2023. "A taxonomy of European innovation clubs," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 40(1), pages 1-34, April.
    15. Petraite, Monika & Mubarak, Muhammad Faraz & Rimantas, Rauleckas & von Zedtwitz, Max, 2022. "The role of international networks in upgrading national innovation systems," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    16. Apostolos Vetsikas & Yeoryios Stamboulis & Vasiliki Georgatzi, 2024. "Exploring the coevolution of heterogeneous actors in national innovation systems: a system dynamics analysis of Finland," Review of Evolutionary Political Economy, Springer, vol. 5(3), pages 581-610, October.
    17. Masso, Jaan & Tiwari, Amaresh K., 2024. "Productivity impacts of R&D and non-R&D modes of technological change for incumbents and entrants in a catching-up economy," Technological Forecasting and Social Change, Elsevier, vol. 199(C).
    18. Fragkandreas, Thanos, 2025. "Case study research on innovation systems: Paradox, dialectical analysis and resolution," Research Policy, Elsevier, vol. 54(1).
    19. Sun, Yunpeng & Erzurumlu, Yaman Omer & Gozgor, Giray, 2025. "Economic uncertainty and innovation capability: Corruption as a barrier to innovation output," Pacific-Basin Finance Journal, Elsevier, vol. 93(C).

  18. Valeria Cirillo & José Molero Zayas, 2019. "Digitalizing industry? Labor, technology and work organization: an introduction to the Forum," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 46(3), pages 313-321, September.

    Cited by:

    1. Iordan Marioara & Pelinescu Elena & Chilian Mihaela-Nona, 2022. "Human Capital In The Digital Society. Some Empirical Evidence For The Eu Countries," HOLISTICA – Journal of Business and Public Administration, Sciendo, vol. 13(2), pages 25-40, December.
    2. Louisa Prause, 2021. "Digital Agriculture and Labor: A Few Challenges for Social Sustainability," Sustainability, MDPI, vol. 13(11), pages 1-14, May.
    3. Nam Hoang Vu & Tram Bao Hoang & Duong Tung Bui & Quan Hong Nguyen, 2024. "Integration into global value chains and firm innovation: does local business environment matter?," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 51(4), pages 725-791, December.
    4. Shan Chen & Xiuming Wang & Yuanzhao Ding, 2025. "Novel Governance Mode in Employment Systems: A Literature-Based Bibliographic Analysis," International Journal of Global Business and Competitiveness, Springer, vol. 20(1), pages 107-117, December.
    5. Hossain, Mohammad Rokibul & Akhter, Fahmida & Sultana, Mir Misnad, 2022. "SMEs in Covid-19 Crisis and Combating Strategies: A Systematic Literature Review (SLR) and A Case from Emerging Economy," Operations Research Perspectives, Elsevier, vol. 9(C).
    6. Sergio Mariotti, 2021. "Forging a new alliance between economics and engineering," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 48(4), pages 551-572, December.
    7. Romeo-Victor Ionescu & Monica-Laura Zlati & Valentin-Marian Antohi & Marius-Sorin Dincă, 2022. "Automotive Sector Financial Performance Dynamic Model: Europe vs. Asia Case Study," Mathematics, MDPI, vol. 10(19), pages 1-21, October.
    8. Mohamed Mousa & Doaa Althalathini & Vesa Puhakka, 2025. "Public Value Creation Amid Geopolitical Challenges: the Necessity of Robotizing Nurses’ Administrative Tasks in the Public Healthcare Context," Public Organization Review, Springer, vol. 25(3), pages 1423-1440, September.
    9. Marta Fana & CIRILLO Valeria & GUARASCIO Dario & TUBIANA Matteo, 2020. "A Comparative national tasks database," JRC Working Papers on Labour, Education and Technology 2020-13, Joint Research Centre.
    10. Jill Juergensen & José Guimón & Rajneesh Narula, 2020. "European SMEs amidst the COVID-19 crisis: assessing impact and policy responses," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(3), pages 499-510, September.

  19. Armanda Cetrulo & Valeria Cirillo & Dario Guarascio, 2019. "Weaker jobs, weaker innovation. Exploring the effects of temporary employment on new products," Applied Economics, Taylor & Francis Journals, vol. 51(59), pages 6350-6375, December.

    Cited by:

    1. Valeria Cirillo & Andrea Ricci, 2022. "Heterogeneity matters: temporary employment, productivity and wages in Italian firms," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(2), pages 567-593, July.
    2. Deborah Giustini, 2021. "The Impact Of Labour Market Trends On The Employment Of R&D Personnel: A Literature Review," HSE Working papers WP BRP 117/STI/2021, National Research University Higher School of Economics.
    3. Armanda Cetrulo & Angelica Sbardella & Maria Enrica Virgillito, 2021. "Vanishing social classes? Facts and figures of the Italian labour market," LEM Papers Series 2021/29, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    4. Michele Capriati & Valeria Cirillo & Marialuisa Divella, 2024. "Productivity slowdown across European regions: does non-standard work matter?," Regional Studies, Taylor & Francis Journals, vol. 58(9), pages 1687-1709, September.
    5. Ikeda, Yuya & Kato, Masatoshi & Kleinknecht, Alfred, 2024. "Flexible labor, innovation regimes and the erosion of the Japanese model: Evidence from the Basic Survey on Wage Structure," Structural Change and Economic Dynamics, Elsevier, vol. 70(C), pages 333-339.
    6. Valeria Cirillo & Lucrezia Fanti & Andrea Mina & Andrea Ricci, 2021. "Digitalizing Firms: Skills, Work Organization and the Adoption of New Enabling Technologies," LEM Papers Series 2021/04, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    7. Amendola, Marco & Ciampa, Valerio & Germani, Lorenzo, 2024. "The distributional effects of labour market deregulation: Wage share and fixed-term contracts," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 328-338.
    8. Brixiová, Zuzana & Kangoye, Thierry & Tregenna, Fiona, 2020. "Enterprising women in Southern Africa: When does land ownership matter?," GLO Discussion Paper Series 457, Global Labor Organization (GLO).
    9. Marco De Simone & Dario Guarascio & Jelena Reljic, 2025. "The impact of robots on workplace injuries and deaths: Empirical evidence from Europe," LEM Papers Series 2025/03, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    10. Guarascio, Dario & Reljic, Jelena & Stöllinger, Roman, 2023. "Artificial Intelligence and Employment: A Look into the Crystal Ball," GLO Discussion Paper Series 1333, Global Labor Organization (GLO).
    11. Wang, Cangfeng & Wang, Tian, 2025. "R&D activity, employment and employment composition: Evidence from India," Journal of Asian Economics, Elsevier, vol. 101(C).
    12. Cassandro, Nicola & Centra, Marco & Esposito, Piero & Guarascio, Dario, 2020. "What drives employment-unemployment transitions? Evidence from Italian task-based data," GLO Discussion Paper Series 563, Global Labor Organization (GLO).
    13. Esposito, Piero & Scicchitano, Sergio, 2022. "Educational mismatch and labour market transitions in Italy: Is there an unemployment trap?," Structural Change and Economic Dynamics, Elsevier, vol. 61(C), pages 138-155.
    14. Guendalina Anzolin & Chiara Benassi & Armanda Cetrulo, 2024. "Industrial relations and firm-level innovation. A comparative analysis of establishment data in Germany and Italy," LEM Papers Series 2024/12, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    15. Krahé, Max, 2023. "Understanding Italy's stagnation," Papers 277913, Dezernat Zukunft - Institute for Macrofinance, Berlin.
    16. Guarascio, Dario & Piccirillo, Alessandro & Reljic, Jelena, 2024. "Will robot replace workers? Assessing the impact of robots on employment and wages with meta-analysis," GLO Discussion Paper Series 1395, Global Labor Organization (GLO).
    17. Liotti, Giorgio, 2020. "Labour market flexibility, economic crisis and youth unemployment in Italy," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 150-162.
    18. Claudius Gräbner & Anna Hornykewycz, 2022. "Capability accumulation and product innovation: an agent-based perspective," Journal of Evolutionary Economics, Springer, vol. 32(1), pages 87-121, January.
    19. Giorgio Cutuli & Alessio Tomelleri, 2023. "Returns to digital skills use, temporary employment, and trade unions in European labour markets," European Journal of Industrial Relations, , vol. 29(4), pages 393-413, December.
    20. Giangregorio Luca & Fana Marta, 2021. "The structure of the labour market and wage inequality using RIF-OLS: the Italian case," JRC Working Papers on Labour, Education and Technology 2021-11, Joint Research Centre.
    21. Cetrulo, Armanda & Cirillo, Valeria & Landini, Fabio, 2025. "Labour, unions and R&D in Italian firms," Structural Change and Economic Dynamics, Elsevier, vol. 73(C), pages 262-281.
    22. Mario Pianta & Jelena Reljic, 2022. "The good jobs-high innovation virtuous circle," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 39(3), pages 783-811, October.
    23. Alessio Tomelleri & Giorgio Cutuli & Andrea Signoretti, 2025. "Returns to ICT skills in European labour markets, trade unions and contractual cleavages," FBK-IRVAPP Working Papers 2025-04, Research Institute for the Evaluation of Public Policies (IRVAPP), Bruno Kessler Foundation.
    24. Krahé, Max, 2023. "Italiens Stagnation verstehen," Papers 277907, Dezernat Zukunft - Institute for Macrofinance, Berlin.
    25. Sergei Hoxha & Alfred Kleinknecht, 2024. "When structural reforms of labor markets harm productivity. Evidence from the German IAB panel," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 33(3), pages 541-554.
    26. Belloc, Filippo & D’Antoni, Massimo, 2020. "The Elusive Effect of Employment Protection on Labor Turnover," Structural Change and Economic Dynamics, Elsevier, vol. 54(C), pages 11-25.
    27. Aistleitner, Matthias & Gräbner, Claudius & Hornykewycz, Anna, 2021. "Theory and empirics of capability accumulation: Implications for macroeconomic modeling," Research Policy, Elsevier, vol. 50(6).
    28. Dughera, Stefano & Quatraro,Francesco & Ricci,Andrea & Vittori,Claudia, 2021. "For the rest of our lives: Flexibility and innovation in Italy," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 202102, University of Turin.
    29. Chengde You & Huishan Qiu & Zhuojie Pi & Mengyuan Yu, 2023. "Sustainable Enterprise Development in the Manufacturing Sector: Flexible Employment and Innovation in China," Sustainability, MDPI, vol. 15(10), pages 1-30, May.
    30. Esposito, Piero & Scicchitano, Sergio, 2022. "Drivers of skill mismatch among Italian graduates: The role of personality traits," GLO Discussion Paper Series 1048, Global Labor Organization (GLO).
    31. Su, Chi-Wei & Yuan, Xi & Umar, Muhammad & Lobonţ, Oana-Ramona, 2022. "Does technological innovation bring destruction or creation to the labor market?," Technology in Society, Elsevier, vol. 68(C).
    32. Cirillo, Valeria & Fanti, Lucrezia & Mina, Andrea & Ricci, Andrea, 2023. "The adoption of digital technologies: Investment, skills, work organisation," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 89-105.
    33. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).
    34. Lucrezia Fanti, 2021. "‘Kaldor Facts’ and the decline of Wage Share: An agent based-stock flow consistent model of induced technical change along Classical and Keynesian lines," Journal of Evolutionary Economics, Springer, vol. 31(2), pages 379-415, April.
    35. Bui Huu Toan, 2025. "The Effect of Government Policy Consistency on Firm Innovation," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 16(2), pages 8588-8611, June.
    36. Pianta, Mario & Reljic, Jelena, 2021. "Employment quality, economic performance and wages in Europe. Exploring the virtuous circle," MPRA Paper 109797, University Library of Munich, Germany.

  20. Valeria Cirillo & Mario Pianta & Leopoldo Nascia, 2018. "Technology and Occupations in Business Cycles," Sustainability, MDPI, vol. 10(2), pages 1-25, February.

    Cited by:

    1. Mariacristina Piva & Marco Vivarelli, 2018. "Is Innovation Destroying Jobs? Firm-Level Evidence from the EU," Sustainability, MDPI, vol. 10(4), pages 1-16, April.
    2. Sara Amoroso & Pietro Moncada-Paternò-Castello, 2018. "Inward Greenfield FDI and Patterns of Job Polarization," Sustainability, MDPI, vol. 10(4), pages 1-20, April.
    3. Pianta, Mario, 2017. "Technology and employment. Twelve stylized facts for the digital age," MPRA Paper 84391, University Library of Munich, Germany.
    4. Luigi Aldieri & Concetto Paolo Vinci, 2018. "Green Economy and Sustainable Development: The Economic Impact of Innovation on Employment," Sustainability, MDPI, vol. 10(10), pages 1-11, October.
    5. Vicente Salas-Fumás & Javier Ortiz, 2019. "Innovations’ Success and Failure in the Business Cycle," Sustainability, MDPI, vol. 11(15), pages 1-22, August.
    6. Pianta, Mario & Coveri, Andrea & Reljic, Jelena, 2021. "The Sectoral Innovation Database, 1994-2016. Methodological Notes," MPRA Paper 106780, University Library of Munich, Germany.
    7. Jelena Reljic & Rinaldo Evangelista & Mario Pianta, 2019. "Digital technologies, employment and skills," LEM Papers Series 2019/36, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    8. Gupta, Ashish, 2024. "Impact of innovation on employment: A review of literature," MPRA Paper 120383, University Library of Munich, Germany.
    9. Filippo Bontadini & Rinaldo Evangelista & Valentina Meliciani & Maria Savona, 2021. "Asymmetries in Global Value Chain Integration, Technology and Employment Structures in Europe: Country and Sectoral Evidence," CESifo Working Paper Series 9438, CESifo.
    10. Valeria Cirillo & Rinaldo Evangelista & Dario Guarascio & Matteo Sostero, 2019. "Digitalization, routineness and employment: An exploration on Italian task-based data," LEM Papers Series 2019/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

  21. Francesco Bogliacino & Dario Guarascio & Valeria Cirillo, 2018. "The dynamics of profits and wages: technology, offshoring and demand," Industry and Innovation, Taylor & Francis Journals, vol. 25(8), pages 778-808, September.
    See citations under working paper version above.
  22. Valeria CIRILLO, 2018. "Job polarization in European industries," International Labour Review, International Labour Organization, vol. 157(1), pages 39-63, March.

    Cited by:

    1. Marta Postuła & Wojciech Chmielewski & Piotr Puczyński & Rafał Cieślik, 2021. "The Impact of Information and Communication Technologies (ICT) on Energy Poverty and Unemployment in Selected European Union Countries," Energies, MDPI, vol. 14(19), pages 1-18, September.
    2. Di Tommaso, Marco Rodolfo & Prodi, Elena & Di Matteo, Dante & Barbieri, Elisa, 2025. "Structural change and its discontents," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 438-455.
    3. Pianta, Mario, 2017. "Technology and employment. Twelve stylized facts for the digital age," MPRA Paper 84391, University Library of Munich, Germany.
    4. Lisa Denny, 2019. "Heigh-ho, heigh-ho, it’s off to work we go – the Fourth Industrial Revolution and thoughts on the future of work in Australia," Australian Journal of Labour Economics (AJLE), Bankwest Curtin Economics Centre (BCEC), Curtin Business School, vol. 22(2), pages 117-142.
    5. Croce, Giuseppe & Piselli, Paolo, 2024. "Are the best jobs created in largest cities? Evidence from Italy 1993-2016," MPRA Paper 121228, University Library of Munich, Germany.
    6. Valeria Cirillo & Mario Pianta & Leopoldo Nascia, 2018. "Technology and Occupations in Business Cycles," Sustainability, MDPI, vol. 10(2), pages 1-25, February.
    7. Ssebulime, Kurayish & Okumu, Ibrahim Mike & Bbaale, Edward, 2023. "The Changing Employment Landscape in Uganda," African Journal of Economic Review, African Journal of Economic Review, vol. 11(4), September.
    8. Constantinos Alexiou & Adimulya Kartiyasa, 2020. "Does greater income inequality cause increased work hours? New evidence from high income economies," Bulletin of Economic Research, Wiley Blackwell, vol. 72(4), pages 380-392, October.
    9. Van Roy, Vincent & Vértesy, Dániel & Vivarelli, Marco, 2018. "Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms," Research Policy, Elsevier, vol. 47(9), pages 1762-1776.
    10. Guarascio, Dario & Gualtieri, Valentina & Quaranta, Roberto, 2018. "Does routinization affect occupation dynamics? Evidence from the ‘Italian O*Net’ data," MPRA Paper 89585, University Library of Munich, Germany.
    11. Valeria Cirillo & Rinaldo Evangelista & Dario Guarascio & Matteo Sostero, 2019. "Digitalization, routineness and employment: An exploration on Italian task-based data," LEM Papers Series 2019/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.

  23. Valeria Cirillo & Matteo Sostero & Federico Tamagni, 2017. "Innovation and within-firm wage inequalities: empirical evidence from major European countries," Industry and Innovation, Taylor & Francis Journals, vol. 24(5), pages 468-491, July.
    See citations under working paper version above.
  24. Valeria Cirillo, 2017. "Technology, employment and skills," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 26(8), pages 734-754, November.

    Cited by:

    1. Nascia, Leopoldo & Pianta, Mario, 2018. "Research and innovation policy in Italy," MPRA Paper 89510, University Library of Munich, Germany.
    2. Hui Liang & Jingbo Fan & Yunhan Wang, 2025. "Artificial Intelligence, Technological Innovation, and Employment Transformation for Sustainable Development: Evidence from China," Sustainability, MDPI, vol. 17(9), pages 1-28, April.
    3. Krzywdzinski, Martin & Butollo, Florian, 2022. "Combining Experiential Knowledge and Artificial Intelligence. The Digital Transformation of a Traditional Machine-Building Company," management revue - Socio-Economic Studies, Nomos Verlagsgesellschaft mbH & Co. KG, vol. 33(2), pages 161-184.
    4. Andrea Coveri & Mario Pianta, 2019. "The Structural Dynamics of Income Distribution:Technology, Wages and Profits," Working Papers 1901, University of Urbino Carlo Bo, Department of Economics, Society & Politics - Scientific Committee - L. Stefanini & G. Travaglini, revised 2019.
    5. Ayhan, Fatih & Elal, Onuray, 2023. "The IMPACTS of technological change on employment: Evidence from OECD countries with panel data analysis," Technological Forecasting and Social Change, Elsevier, vol. 190(C).
    6. Krzywdzinski, Martin & Butollo, Florian, 2022. "Combining Experiential Knowledge and Artificial Intelligence. The Digital Transformation of a Traditional Machine-Building Company," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 33(2), pages 161-184.
    7. Armanda Cetrulo & Valeria Cirillo & Dario Guarascio, 2018. "Weaker jobs, weaker innovation. Exploring the temporary employment-product innovation nexus," LEM Papers Series 2018/06, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    8. Pianta, Mario, 2017. "Technology and employment. Twelve stylized facts for the digital age," MPRA Paper 84391, University Library of Munich, Germany.
    9. Valeria Cirillo & Mario Pianta & Leopoldo Nascia, 2018. "Technology and Occupations in Business Cycles," Sustainability, MDPI, vol. 10(2), pages 1-25, February.
    10. Chandan Sharma & Ritesh Kumar Mishra, 2023. "Imports, technology, and employment: Job creation or creative destruction," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(1), pages 152-170, January.
    11. Pianta, Mario & Coveri, Andrea & Reljic, Jelena, 2021. "The Sectoral Innovation Database, 1994-2016. Methodological Notes," MPRA Paper 106780, University Library of Munich, Germany.
    12. Su, Chi-Wei & Yuan, Xi & Umar, Muhammad & Lobonţ, Oana-Ramona, 2022. "Does technological innovation bring destruction or creation to the labor market?," Technology in Society, Elsevier, vol. 68(C).
    13. Jelena Reljic & Rinaldo Evangelista & Mario Pianta, 2019. "Digital technologies, employment and skills," LEM Papers Series 2019/36, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    14. Coveri, Andrea & Pianta, Mario, 2022. "Drivers of inequality: wages vs. profits in European industries," Structural Change and Economic Dynamics, Elsevier, vol. 60(C), pages 230-242.
    15. Valeria Cirillo & Marta Fana & Dario Guarascio, 2017. "Labour market reforms in Italy: evaluating the effects of the Jobs Act," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 34(2), pages 211-232, August.
    16. Van Roy, Vincent & Vértesy, Dániel & Vivarelli, Marco, 2018. "Technology and employment: Mass unemployment or job creation? Empirical evidence from European patenting firms," Research Policy, Elsevier, vol. 47(9), pages 1762-1776.
    17. Imran Hussain Shah & Konstantinos Kollydas & Pak Yee Lee & Issam Malki & Crystal Chu, 2024. "Does R&D investment drive employment growth? Empirical evidence at industry level from Japan," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(1), pages 102-118, January.

  25. Valeria Cirillo & Marta Fana & Dario Guarascio, 2017. "Labour market reforms in Italy: evaluating the effects of the Jobs Act," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 34(2), pages 211-232, August.
    See citations under working paper version above.
  26. Marta Fana & Dario Guarascio & Valeria Cirillo, 2016. "Did Italy Need More Labour Flexibility?," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 51(2), pages 79-86, March.

    Cited by:

    1. Josué Diwambuena & Raquel Fonseca & Stefan Schubert, 2021. "Italian Labour Frictions and Wage Rigidities in an Estimated DSGE," CIRANO Working Papers 2021s-33, CIRANO.
    2. Damion Jonathan Bunders & Agnes Akkerman, 2023. "Commitment issues? Analysing the effect of preference deviation and social embeddedness on member commitment to worker cooperatives in the gig economy," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(4), pages 1007-1026, November.
    3. Armanda Cetrulo & Angelica Sbardella & Maria Enrica Virgillito, 2021. "Vanishing social classes? Facts and figures of the Italian labour market," LEM Papers Series 2021/29, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    4. Mussida, Chiara & Zanin, Luca, 2023. "Asymmetry and (in-)stability of Okun’s coefficients in nine European countries," The Journal of Economic Asymmetries, Elsevier, vol. 28(C).
    5. Paolo Maranzano & Matteo Pelagatti, 2024. "A Hodrick-Prescott filter with automatically selected jumps," Working Papers 2024.18, Fondazione Eni Enrico Mattei.
    6. Andrea Bendinelli, 2017. "Incentivi al lavoro permanente e contratto a tutele crescenti: un approccio controfattuale alla stima dell’impatto sulle assunzioni a tempo indeterminato nel 2015 (Bonuses to Permanent Employment and the New Italian Employment Contract)," Moneta e Credito, Economia civile, vol. 70(277), pages 59-92.
    7. Maranzano, Paolo & Pelagatti, Matteo, 2025. "A Hodrick–Prescott filter with automatically selected breaks," Economic Modelling, Elsevier, vol. 150(C).
    8. Krahé, Max, 2023. "Understanding Italy's stagnation," Papers 277913, Dezernat Zukunft - Institute for Macrofinance, Berlin.
    9. Yannick Gabuthy & Eve-Angéline Lambert, 2025. "Severance payments: main effects and determinants on the labour market," European Journal of Law and Economics, Springer, vol. 60(2), pages 333-363, October.
    10. Chiara Natalie Focacci, 2020. "“You reap what you sow”: Do active labour market policies always increase job security? Evidence from the Youth Guarantee," European Journal of Law and Economics, Springer, vol. 49(3), pages 373-429, June.
    11. Krahé, Max, 2023. "Italiens Stagnation verstehen," Papers 277907, Dezernat Zukunft - Institute for Macrofinance, Berlin.
    12. Calcagnini, Giorgio & Marin, Giovanni & Perugini, Francesco, 2021. "Labour flexibility, internal migration and productivity in Italian regions," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 308-320.
    13. Servaas Storm, 2019. "Lost in deflation: Why Italy`s woes are a warning to the whole Eurozone," Working Papers Series 94, Institute for New Economic Thinking.
    14. Ruggero Battagliarin & Igor Guardiancich, 2026. "Sectoral patterns of labour market reform: A comparative analysis of seasonal tourism in Spain and Italy," European Journal of Industrial Relations, , vol. 32(1), pages 87-111, March.
    15. Dario Guarascio & Annamaria Simonazzi, 2016. "A polarized country in a polarized Europe: an industrial policy for Italy’s renaissance," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 43(3), pages 315-322, September.
    16. Camille Signoretto & Julie Valentin, 2019. "Individual dismissals for personal and economic reasons in French firms: One or two models?," European Journal of Law and Economics, Springer, vol. 48(2), pages 241-265, October.

  27. Valeria Cirillo & Dario Guarascio, 2015. "Jobs and Competitiveness in a Polarised Europe," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 50(3), pages 156-160, May.

    Cited by:

    1. Josué Diwambuena & Raquel Fonseca & Stefan Schubert, 2021. "Italian Labour Frictions and Wage Rigidities in an Estimated DSGE," CIRANO Working Papers 2021s-33, CIRANO.
    2. Michele Capriati & Valeria Cirillo & Marialuisa Divella, 2024. "Productivity slowdown across European regions: does non-standard work matter?," Regional Studies, Taylor & Francis Journals, vol. 58(9), pages 1687-1709, September.
    3. Valeria Cirillo & Marcella Corsi & Carlo D’Ippoliti & Lucio Gobbi, 2024. "Asymmetric effects of macro policies on women’s and men’s incomes. An empirical investigation of the eurozone crisis in a gender perspective," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 41(2), pages 327-359, July.
    4. Giovanini, Adilson & Morrone, Henrique & Pereira, Wallace Marcelino, 2025. "Structural change, vertical integration and KIBS: Does “fighting” for manufacturing matter?," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 274-285.
    5. Luca Zanin & Raffaella Calabrese, 2017. "Interaction effects of region-level GDP per capita and age on labour market transition rates in Italy," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 6(1), pages 1-29, December.
    6. Lucchese, Matteo & Nascia, Leopoldo & Pianta, Mario, 2017. "Politica industriale e tecnologia in Italia [Industrial policy and technology in Italy]," MPRA Paper 77182, University Library of Munich, Germany.
    7. Boeri, Tito Michele & Garibaldi, Pietro, 2019. "A tale of comprehensive labor market reforms: evidence from the Italian Jobs Act," LSE Research Online Documents on Economics 102693, London School of Economics and Political Science, LSE Library.
    8. Juan Carlos Cuestas & Karsten Staehr & Javier Ordóñez, 2018. "Unit Labour Costs and the Dynamics of Output and Unemployment in the Southern European Crisis Countries," TUT Economic Research Series 41, Department of Finance and Economics, Tallinn University of Technology.
    9. Armanda Cetrulo & Valeria Cirillo & Dario Guarascio, 2018. "Weaker jobs, weaker innovation. Exploring the temporary employment-product innovation nexus," LEM Papers Series 2018/06, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    10. Alessandro Sarra & Claudio Berardino & Davide Quaglione, 2019. "Deindustrialization and the technological intensity of manufacturing subsystems in the European Union," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 36(1), pages 205-243, April.
    11. Bramucci, Alessandro & Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario, 2021. "Offshoring, industry heterogeneity and employment11This paper is the research outcome of two projects: the ISIGrowth project on Innovation-fuelled, Sustainable, Inclusive Growth funded by the European Union’s Horizon 2020 research and innovation prog," Structural Change and Economic Dynamics, Elsevier, vol. 56(C), pages 400-411.
    12. Bontadini, Filippo & Evangelista, Rinaldo & Meliciani, Valentina & Savona, Maria, 2024. "Technology, global value chains and functional specialisation in Europe," Research Policy, Elsevier, vol. 53(2).
    13. Matteo Lucchese & Leopoldo Nascia & Mario Pianta, 2016. "Industrial policy and technology in Italy," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 43(3), pages 233-260, September.
    14. Filippo Bontadini & Rinaldo Evangelista & Valentina Meliciani & Maria Savona, 2019. "Integration in Global Value Chains and Employment in Europe," SPRU Working Paper Series 2019-16, SPRU - Science Policy Research Unit, University of Sussex Business School.
    15. Marta Fana & Dario Guarascio & Valeria Cirillo, 2015. "Labour market reforms in Italy: evaluating the effects of the Jobs Act," LEM Papers Series 2015/31, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    16. Gunther Tichy, 2018. "Polarisierung der beruflichen Anforderungen durch die Digitalisierung?," WIFO Monatsberichte (monthly reports), WIFO, vol. 91(3), pages 177-190, March.
    17. Massimiliano Nuccio & Marco Guerzoni & Riccardo Cappelli & Aldo Geuna, 2020. "Industrial pattern and robot adoption in European regions," Working Papers 03, Venice School of Management - Department of Management, Università Ca' Foscari Venezia.
    18. Enzo Valentini & Fabiano Compagnucci & Mauro Gallegati & Andrea Gentili, 2023. "Robotization, employment, and income: regional asymmetries and long-run policies in the Euro area," Journal of Evolutionary Economics, Springer, vol. 33(3), pages 737-771, July.
    19. Calcagnini, Giorgio & Marin, Giovanni & Perugini, Francesco, 2021. "Labour flexibility, internal migration and productivity in Italian regions," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 308-320.
    20. Francesco Crespi & Dario Guarascio, 2017. "The demand-pull effect of public procurement on innovation and industrial renewal," LEM Papers Series 2017/20, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    21. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).
    22. Andrea Ginzburg & Annamaria Simonazzi, 2017. "Out of the Crisis. A radical change of strategy for the Eurozone," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 14(1), pages 13-37, June.
    23. Guarascio, Dario & Gualtieri, Valentina & Quaranta, Roberto, 2018. "Does routinization affect occupation dynamics? Evidence from the ‘Italian O*Net’ data," MPRA Paper 89585, University Library of Munich, Germany.
    24. Riccardo Pariboni & Pasquale Tridico, 2020. "Structural change, institutions and the dynamics of labor productivity in Europe," Journal of Evolutionary Economics, Springer, vol. 30(5), pages 1275-1300, November.
    25. Emanuele Brancati & Raffaele Brancati & Dario Guarascio & Andrea Maresca & Manuel Romagnoli & Antonello Zanfei, 2018. "Firm-level Drivers of Export Performance and External Competitiveness in Italy," European Economy - Discussion Papers 087, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    26. Filippo Bontadini & Rinaldo Evangelista & Valentina Meliciani & Maria Savona, 2021. "Asymmetries in Global Value Chain Integration, Technology and Employment Structures in Europe: Country and Sectoral Evidence," CESifo Working Paper Series 9438, CESifo.
    27. Dario Guarascio & Annamaria Simonazzi, 2016. "A polarized country in a polarized Europe: an industrial policy for Italy’s renaissance," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 43(3), pages 315-322, September.

  28. Valeria Cirillo, 2014. "Patterns of innovation and wage distribution. Do “innovative firms” pay higher wages? Evidence from Chile," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 4(2), pages 181-206, December.

    Cited by:

    1. Caterina Santi & Pietro Santoleri, 2016. "Exploring the link between Innovation and Growth in Chilean firms," LEM Papers Series 2016/09, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    2. Cirera,Xavier & Soares Martins Neto,Antonio, 2020. "Do Innovative Firms Pay Higher Wages? : Micro-Level Evidence from Brazil," Policy Research Working Paper Series 9442, The World Bank.
    3. Roi D. Taussig, 2017. "Stickiness of employee expenses and implications for stock returns," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 7(2), pages 297-309, August.
    4. Castro Silva, Hugo & Lima, Francisco, 2017. "Technology, employment and skills: A look into job duration," Research Policy, Elsevier, vol. 46(8), pages 1519-1530.
    5. Ugur, Mehmet & Mitra, Arup, 2017. "Technology Adoption and Employment in Less Developed Countries: A Mixed-Method Systematic Review," World Development, Elsevier, vol. 96(C), pages 1-18.
    6. Silvia Vannutelli & Sergio Scicchitano & Marco Biagetti, 2022. "Routine-biased technological change and wage inequality: do workers’ perceptions matter?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(3), pages 409-450, September.
    7. Arup Mitra & Chandan Sharma, 2025. "Technological Effects on Employment and Productivity in Developing World: Domestic Versus Imported Expertise," The Indian Journal of Labour Economics, Springer;The Indian Society of Labour Economics (ISLE), vol. 68(2), pages 511-540, June.
    8. Arup Mitra & Chandan Sharma, 2020. "Employment and TFP Impact of Technologies in the Developing World: Domestic versus Imported Expertise," IEG Working Papers 410, Institute of Economic Growth.
    9. Shampa Paul & Kaushalesh Lal, 2021. "Technology Intensity and Employment in the Indian Economy," Arthaniti: Journal of Economic Theory and Practice, , vol. 20(1), pages 34-52, June.
    10. Almeida, Rita K. & Fernandes, Ana Margarida & Viollaz, Mariana, 2017. "Does the Adoption of Complex Software Impact Employment Composition and the Skill Content of Occupations? Evidence from Chilean Firms," IZA Discussion Papers 11016, IZA Network @ LISER.

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