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Effect of FDI and Time on Catching-up: New Insights from a Conditional Nonparametric Frontier Analysis

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  2. Mallick, Sushanta & Matousek, Roman & Tzeremes, Nickolaos G., 2016. "Financial development and productive inefficiency: A robust conditional directional distance function approach," Economics Letters, Elsevier, vol. 145(C), pages 196-201.
  3. Marc Aliana & Diego Prior & Emili Tortosa-Ausina, 2025. "Environmental factors in cross-country productivity growth: A conditional Malmquist Index," Working Papers 2025/01, Economics Department, Universitat Jaume I, Castellón (Spain).
  4. Massimiliano Agovino & Mariaconcetta Casaccia & Alessandro Crociata, 2017. "Effectiveness and efficiency of European Regional Development Fund on separate waste collection: evidence from Italian regions by a stochastic frontier approach," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 34(1), pages 105-137, April.
  5. Broadstock, David C. & Matousek, Roman & Meyer, Martin & Tzeremes, Nickolaos G., 2020. "Does corporate social responsibility impact firms' innovation capacity? The indirect link between environmental & social governance implementation and innovation performance," Journal of Business Research, Elsevier, vol. 119(C), pages 99-110.
  6. Camilla Mastromarco & Léopold Simar & Valentin Zelenyuk, 2021. "Predicting recessions with a frontier measure of output gap: an application to Italian economy," Empirical Economics, Springer, vol. 60(6), pages 2701-2740, June.
  7. Yunguo Lu & Lin Zhang, 2023. "Environmental information disclosure and firm production: evidence from the estimated efficiency of publicly listed firms in China," Journal of Productivity Analysis, Springer, vol. 59(1), pages 99-119, February.
  8. Mastromarco, Camilla & Simar, Léopold, 2018. "Globalization and productivity: A robust nonparametric world frontier analysis," Economic Modelling, Elsevier, vol. 69(C), pages 134-149.
  9. Cristina Polo & Julián Ramajo & Alejandro Ricci‐Risquete, 2021. "A stochastic semi‐non‐parametric analysis of regional efficiency in the European Union," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(1), pages 7-24, February.
  10. Worthington, Andrew C. & Zelenyuk, Valentin, 2018. "Data envelopment analysis, truncated regression and double-bootstrap for panel data with application to Chinese bankingAuthor-Name: Du, Kai," European Journal of Operational Research, Elsevier, vol. 265(2), pages 748-764.
  11. Du, Kai & Zelenyuk, Valentin, 2025. "Likelihood-ratio test for technological differences in two-stage data envelopment analysis for panel data," European Journal of Operational Research, Elsevier, vol. 321(2), pages 644-663.
  12. Tsionas, Mike G., 2020. "Directional technology distance functions through duality," Economics Letters, Elsevier, vol. 190(C).
  13. Kai Du & Allan O’Connor, 2018. "Entrepreneurship and advancing national level economic efficiency," Small Business Economics, Springer, vol. 50(1), pages 91-111, January.
  14. Cordero, José Manuel & Pedraja-Chaparro, Francisco & Pisaflores, Elsa C. & Polo, Cristina, 2016. "Efficiency assessment of Portuguese municipalities using a conditional nonparametric approach," MPRA Paper 70674, University Library of Munich, Germany.
  15. George E. Halkos & Shunsuke Managi, 2017. "Measuring the Effect of Economic Growth on Countries’ Environmental Efficiency: A Conditional Directional Distance Function Approach," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(3), pages 753-775, November.
  16. Minviel, Jean Joseph & De Witte, Kristof, 2017. "The influence of public subsidies on farm technical efficiency: A robust conditional nonparametric approach," European Journal of Operational Research, Elsevier, vol. 259(3), pages 1112-1120.
  17. Chau Le & Aleksandar Šević & Panayiotis G. Tzeremes & Trong Ngo, 2022. "Bank efficiency in Vietnam: Do scale expansion strategies and non‐performing loans matter?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 822-843, January.
  18. Marco A. DeBenedetto & Michele G. Giuranno & Camilla Mastromarco & Diego Ravenda & Pierluigi Toma, 2024. "Legality rating and corporate efficiency: evidence from a conditional nonparametric frontier analysis," Empirical Economics, Springer, vol. 66(5), pages 2137-2168, May.
  19. José Manuel Cordero & Carlos Díaz Caro & Francisco Pedraja Chaparro & Cristina Polo Fernández, 2020. "Tributos cedidos y eficiencia en la gestión tributaria de las Comunidades Autónomas," Hacienda Pública Española / Review of Public Economics, IEF, vol. 232(1), pages 75-112, March.
  20. Bruno, Randolph Luca & Campos, Nauro & Estrin, Saul & Tian, Meng, 2017. "Economic integration, foreign investment and international trade: the effects of membership of the European Union," LSE Research Online Documents on Economics 86615, London School of Economics and Political Science, LSE Library.
  21. Guangshun Qiao & Zhan-ao Wang, 2021. "Vertical integration vs. specialization: a nonparametric conditional efficiency estimate for the global semiconductor industry," Journal of Productivity Analysis, Springer, vol. 56(2), pages 139-150, December.
  22. Nickolaos G. Tzeremes, 2018. "Financial Development and Countries’ Production Efficiency: A Nonparametric Analysis," JRFM, MDPI, vol. 11(3), pages 1-13, August.
  23. Fusco, Elisa & Vidoli, Francesco & Sahoo, Biresh K., 2018. "Spatial heterogeneity in composite indicator: A methodological proposal," Omega, Elsevier, vol. 77(C), pages 1-14.
  24. D’Inverno, Giovanna & De Witte, Kristof, 2020. "Service level provision in municipalities: A flexible directional distance composite indicator," European Journal of Operational Research, Elsevier, vol. 286(3), pages 1129-1141.
  25. Taining Wang & Feng Yao & Subal C. Kumbhakar, 2024. "A flexible stochastic production frontier model with panel data," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 39(4), pages 564-588, June.
  26. Taining Wang & Zhao Wang & Feng Yao & Subal C. Kumbhakar, 2026. "Estimating Corporate Investment Efficiency with Bias Correction: A Semiparametric Panel Model Approach," Working Papers 26-01, Department of Economics, West Virginia University.
  27. Jose M. Cordero & Francisco Pedraja-Chaparro & Elsa C. Pisaflores & Cristina Polo, 2017. "Efficiency assessment of Portuguese municipalities using a conditional nonparametric approach," Journal of Productivity Analysis, Springer, vol. 48(1), pages 1-24, August.
  28. Jean Pierre Huiban & Camilla Mastromarco & Antonio Musolesi & Michel Simioni, 2018. "The impact of pollution abatement investments on production technology: a nonparametric approach," SEEDS Working Papers 0918, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Sep 2018.
  29. Massimiliano Agovino & Antonio Garofalo & Katia Marchesano, 2018. "Do institutions affect the matching process of disabled people? The Italian case," Quality & Quantity: International Journal of Methodology, Springer, vol. 52(2), pages 921-943, March.
  30. Degl'Innocenti, Marta & Grant, Kevin & Šević, Aleksandar & Tzeremes, Nickolaos G., 2018. "Financial stability, competitiveness and banks' innovation capacity: Evidence from the Global Financial Crisis," International Review of Financial Analysis, Elsevier, vol. 59(C), pages 35-46.
  31. Mastromarco, Camilla & Simar, Leopold, 2017. "Cross-Section Dependence and Latent Heterogeneity to Evaluate the Impact of Human Capital on Country Performance," LIDAM Discussion Papers ISBA 2017030, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
  32. Francisca Pacheco & Rafael Sánchez & Mauricio G. Villena, 2021. "Estimating local government efficiency using a panel data parametric approach: the case of Chilean municipalities," Applied Economics, Taylor & Francis Journals, vol. 53(3), pages 292-314, January.
  33. Nickolaos G. Tzeremes, 2019. "Technological change, technological catch-up and export orientation: evidence from Latin American Countries," Journal of Productivity Analysis, Springer, vol. 52(1), pages 85-100, December.
  34. Pierluigi Toma, 2020. "Size and productivity: a conditional approach for Italian pharmaceutical sector," Journal of Productivity Analysis, Springer, vol. 54(1), pages 1-12, August.
  35. Guccio, Calogero & Mazza, Isidoro & Mignosa, Anna & Rizzo, Ilde, 2018. "A round trip on decentralization in the tourism sector," Annals of Tourism Research, Elsevier, vol. 72(C), pages 140-155.
  36. Valentin Zelenyuk, 2026. "Estimation and inference for aggregate productivity and efficiency measures: brief overview and reminiscences," Journal of Productivity Analysis, Springer, vol. 65(2), pages 1-9, June.
  37. Ferrara, Giancarlo & Vidoli, Francesco, 2017. "Semiparametric stochastic frontier models: A generalized additive model approach," European Journal of Operational Research, Elsevier, vol. 258(2), pages 761-777.
  38. Giorgia Zotti, 2025. "Regional differences in Italian school efficiency: A conditional DEA approach," Journal of Productivity Analysis, Springer, vol. 64(3), pages 457-491, December.
  39. Mastromarco, Camilla & Simar, Leopold & Wilson, Paul, 2019. "Predicting Recessions: A New Measure of Output Gap as Predictor," LIDAM Discussion Papers ISBA 2019023, Université catholique de Louvain, Institute of Statistics, Biostatistics and Actuarial Sciences (ISBA).
  40. Hadiqa Ahmad & Muhammad Yaqub & Seung Hwan Lee, 2024. "Environmental-, social-, and governance-related factors for business investment and sustainability: a scientometric review of global trends," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(2), pages 2965-2987, February.
  41. Dimitris KALLIORAS & Nickolaos TZEREMES & Panayiotis TZEREMES & Maria ADAMAKOU, 2021. "Technological Change, Technological Catch-Up And Market Potential: Evidence From The Eu Regions," Regional Science Inquiry, Hellenic Association of Regional Scientists, vol. 0(1), pages 135-151, June.
  42. Simioni, Michel & Huiban, Jean Pierre & Mastromarco, Camilla & Musolesi, Antonio, "undated". "The Impact Of Pollution Abatement Investments On Production Technology: New Insights From Frontier Analysis," 2017 International Congress, August 28-September 1, 2017, Parma, Italy 260833, European Association of Agricultural Economists.
  43. Jose M. Cordero & Cristina Polo & Nickolaos G. Tzeremes, 2020. "Evaluating the efficiency of municipalities in the presence of unobserved heterogeneity," Journal of Productivity Analysis, Springer, vol. 53(3), pages 377-390, June.
  44. Dyah Wulan Sari & Noor Aini Khalifah & Suyanto Suyanto, 2016. "The spillover effects of foreign direct investment on the firms’ productivity performances," Journal of Productivity Analysis, Springer, vol. 46(2), pages 199-233, December.
  45. Giovanni Dosi & Marco Grazzi & Luigi Marengo & Simona Settepanella, 2016. "Production Theory: Accounting for Firm Heterogeneity and Technical Change," Journal of Industrial Economics, Wiley Blackwell, vol. 64(4), pages 875-907, December.
  46. Paul W. Wilson & Shirong Zhao, 2025. "A non-parametric analysis of world productivity growth, 1990–2019," Annals of Operations Research, Springer, vol. 346(3), pages 2253-2285, March.
  47. Bădin, Luiza & Daraio, Cinzia & Simar, Léopold, 2019. "A bootstrap approach for bandwidth selection in estimating conditional efficiency measures," European Journal of Operational Research, Elsevier, vol. 277(2), pages 784-797.
  48. Qian Wang & Zhuoya Du & Boyu Wang & Yung‐ho Chiu & Tzu‐Han Chang, 2022. "Environmental regulation and foreign direct investment attractiveness: Evidence from China provinces," Review of Development Economics, Wiley Blackwell, vol. 26(2), pages 899-917, May.
  49. Elliot Anenberg & Aurel Hizmo & Edward Kung & Raven Molloy, 2019. "Measuring mortgage credit availability: A frontier estimation approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(6), pages 865-882, September.
  50. Juan Aparicio & Jose M. Cordero & Cristina Polo, 2026. "The measurement and decomposition of productivity change with environmental variables: a conditional nonparametric frontier analysis approach," Annals of Operations Research, Springer, vol. 359(3), pages 2351-2388, April.
  51. Thi-Nham Le & Thanh-Tuan Dang, 2024. "Performance Analysis of Vietnamese Provinces’ FDI Attractiveness: An Application of DEA and Malmquist Indexes," SAGE Open, , vol. 14(3), pages 21582440241, July.
  52. Kassoum Ayouba & Marie-Line Duboz & Julie Le Gallo, 2023. "Assessing French departments’ spending efficiency over time," Applied Economics, Taylor & Francis Journals, vol. 55(59), pages 6939-6964, December.
  53. Deniz Baglan & Hakan Yilmazkuday, 2018. "Financial Health and the Intensive Margin of Trade," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(6), pages 1304-1319, May.
  54. Polemis, Michael L. & Tzeremes, Nickolaos G., 2019. "Competitive conditions and sectors’ productive efficiency: A conditional non-parametric frontier analysis," European Journal of Operational Research, Elsevier, vol. 276(3), pages 1104-1118.
  55. Polemis, Michael L. & Stengos, Thanasis & Tzeremes, Nickolaos G., 2020. "Advertising expenses and operational performance: Evidence from the global hotel industry," Economics Letters, Elsevier, vol. 192(C).
  56. Sushanta Mallick & Aarti Rughoo & Nickolaos G. Tzeremes & Wei Xu, 2020. "Technological Change and Catching-Up in the Indian Banking Sector: A Time-Dependent Nonparametric Frontier Approach," Computational Economics, Springer;Society for Computational Economics, vol. 56(1), pages 217-237, June.
  57. Isabel Narbón-Perpiñá & Kristof De Witte, 2016. "Local governments’ efficiency: A systematic literature review – Part II," Working Papers 2016/21, Economics Department, Universitat Jaume I, Castellón (Spain).
  58. Oleg Badunenko & Daniel J. Henderson & Valentin Zelenyuk, 2017. "The Productivity of Nations," Working Papers in Economics & Finance 2017-05, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group.
  59. Hammed Oluwaseyi Musibau & Suraya Mahmood & Agboola Yusuf Hammed, 2017. "The Impact of Foreign Capital Inflows, Infrastructure and Role of Institutions on Economic Growth: An Error Correction Model," Academic Journal of Economic Studies, Faculty of Finance, Banking and Accountancy Bucharest,"Dimitrie Cantemir" Christian University Bucharest, vol. 3(4), pages 35-49, December.
  60. Jiyuan Zhang & Shirong Zhao & Guangshun Qiao, 2026. "Fintech and bank efficiency: a robust nonparametric approach for Chinese commercial banks," Journal of Productivity Analysis, Springer, vol. 65(1), pages 1-21, March.
  61. Randolph Luca Bruno & Nauro Ferreira Campos & Saul Estrin, 2021. "The Effect on Foreign Direct Investment of Membership in the European Union," Journal of Common Market Studies, Wiley Blackwell, vol. 59(4), pages 802-821, July.
  62. Camilla Mastromarco & Lenka Stastna & Jana Votapkova, 2019. "Efficiency of hospitals in the Czech Republic: Conditional efficiency approach," Journal of Productivity Analysis, Springer, vol. 51(1), pages 73-89, February.
  63. Camilla Mastromarco & Léopold Simar, 2021. "Latent heterogeneity to evaluate the effect of human capital on world technology frontier," Journal of Productivity Analysis, Springer, vol. 55(2), pages 71-89, April.
  64. Juan Aparicio & Jose Manuel Cordero & Carlos Díaz-Caro, 2020. "Efficiency and productivity change of regional tax offices in Spain: an empirical study using Malmquist–Luenberger and Luenberger indices," Empirical Economics, Springer, vol. 59(3), pages 1403-1434, September.
  65. Calogero Guccio & Domenico Lisi & Marco Martorana & Anna Mignosa, 2017. "On the role of cultural participation in tourism destination performance: an assessment using robust conditional efficiency approach," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 41(2), pages 129-154, May.
  66. López-Torres, Laura & Johnes, Jill & Elliott, Caroline & Polo, Cristina, 2021. "The effects of competition and collaboration on efficiency in the UK independent school sector," Economic Modelling, Elsevier, vol. 96(C), pages 40-53.
  67. Degl'Innocenti, Marta & Kourtzidis, Stavros A. & Sevic, Zeljko & Tzeremes, Nickolaos G., 2017. "Investigating bank efficiency in transition economies: A window-based weight assurance region approach," Economic Modelling, Elsevier, vol. 67(C), pages 23-33.
  68. Cinzia Daraio & Leopold Simar & Paul W. Wilson, 2016. "Nonparametric Estimation of Efficiency in the Presence of Environmental Variables," DIAG Technical Reports 2016-02, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
  69. Polemis, Michael & Stengos, Thanasis & Tzeremes, Nickolaos, 2018. "Modeling the effect of competition using robust conditional nonparametric frontiers: Evidence from U.S. manufacturing sector," MPRA Paper 89240, University Library of Munich, Germany.
  70. López-Herrera, Carmen & Cordero, José M. & Pedraja-Chaparro, Francisco & Polo, Cristina, 2023. "Fiscal rules and their influence on public sector efficiency," MPRA Paper 119018, University Library of Munich, Germany.
  71. Julián Ramajo & José Manuel Cordero & Miguel Ángel Márquez, 2017. "European regional efficiency and geographical externalities: a spatial nonparametric frontier analysis," Journal of Geographical Systems, Springer, vol. 19(4), pages 319-348, October.
  72. Thi-Nham Le & Thanh-Tuan Dang, 2022. "An Integrated Approach for Evaluating the Efficiency of FDI Attractiveness: Evidence from Vietnamese Provincial Data from 2012 to 2022," Sustainability, MDPI, vol. 14(20), pages 1-25, October.
  73. Anna Rita Dipierro & Pierluigi Toma, 2025. "Research and third mission efficiency in UK universities: assessing the role of European Framework Programmes," Scientometrics, Springer;Akadémiai Kiadó, vol. 130(12), pages 7271-7291, December.
  74. Kai Du & Allan O’Connor, 2021. "Examining economic complexity as a holistic innovation system effect," Small Business Economics, Springer, vol. 56(1), pages 237-257, January.
  75. Jean Pierre Huiban & Camilla Mastromarco & Antonio Musolesi & Michel Simioni, 2018. "Reconciling the Porter hypothesis with the traditional paradigm about environmental regulation: a nonparametric approach," Journal of Productivity Analysis, Springer, vol. 50(3), pages 85-100, December.
  76. Michael L. Polemis & Thanasis Stengos & Nickolaos G. Tzeremes, 2020. "Modeling the effect of competition on US manufacturing sectors’ efficiency: an order-m frontier analysis," Journal of Productivity Analysis, Springer, vol. 54(1), pages 27-41, August.
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