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Information communication technologies and environmental innovations in firms: joint adoptions and productivity effects

Author

Listed:
  • Davide Antonioli

    (Ud'A - Università degli studi "G. d'Annunzio" Chieti-Pescara [Chieti-Pescara])

  • Grazia Cecere

    (IMT-BS - DEFI - Département Droit, Economie et Finances - TEM - Télécom Ecole de Management - IMT - Institut Mines-Télécom [Paris] - IMT-BS - Institut Mines-Télécom Business School - IMT - Institut Mines-Télécom [Paris], LITEM - Laboratoire en Innovation, Technologies, Economie et Management (EA 7363) - UEVE - Université d'Évry-Val-d'Essonne - IMT-BS - Institut Mines-Télécom Business School - IMT - Institut Mines-Télécom [Paris], RITM - Réseaux Innovation Territoires et Mondialisation - UP11 - Université Paris-Sud - Paris 11)

  • Massimiliano Mazzanti

    (UniFE - Università degli Studi di Ferrara = University of Ferrara)

Abstract

Information communication technology (ICT) and environmental innovation (EI) are relevant waves of the ongoing technological revolution. We study the complementarity in innovation adoption to test the research hypothesis that the higher the diffusion and intensity of usage of ICT and EI, the higher a firm's productivity performance might be. However, it is not certain that the use of different innovations stemming from different innovation paths generates higher productivity. To test our hypothesis, we use original survey data concerning manufacturing firms in Northeast Italy including detailed information on both ICT and EI. Empirical evidence shows that there are still wide margins to improve the integration between EI and ICT in order to exploit their potential benefits on productivity. The awareness of specific synergies seems to mainly characterise the heavy polluting firms that are subject to more stringent environmental constraints, while some trade-offs tend to emerge for the remaining firms.

Suggested Citation

  • Davide Antonioli & Grazia Cecere & Massimiliano Mazzanti, 2018. "Information communication technologies and environmental innovations in firms: joint adoptions and productivity effects," Post-Print hal-01969350, HAL.
  • Handle: RePEc:hal:journl:hal-01969350
    DOI: 10.1080/09640568.2017.1401528
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    as
    1. Simone Borghesi, 2011. "The European emission trading scheme and renewable energy policies: credible targets for incredible results?," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 3(3), pages 312-327.
    2. Ballot, Gérard & Fakhfakh, Fathi & Galia, Fabrice & Salter, Ammon, 2015. "The fateful triangle: Complementarities in performance between product, process and organizational innovation in France and the UK," Research Policy, Elsevier, vol. 44(1), pages 217-232.
    3. Cecere, Grazia & Mazzanti, Massimiliano, 2017. "Green jobs and eco-innovations in European SMEs," Resource and Energy Economics, Elsevier, vol. 49(C), pages 86-98.
    4. Stefan Ambec & Mark A. Cohen & Stewart Elgie & Paul Lanoie, 2013. "The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 2-22, January.
    5. Giulio Cainelli & Massimiliano Mazzanti & Roberto Zoboli, 2011. "Environmentally oriented innovative strategies and firm performance in services. Micro-evidence from Italy," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(1), pages 61-85.
    6. Nicolò Barbieri & Claudia Ghisetti & Marianna Gilli & Giovanni Marin & Francesco Nicolli, 2016. "A Survey Of The Literature On Environmental Innovation Based On Main Path Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 30(3), pages 596-623, July.
    7. Horbach, Jens & Rammer, Christian & Rennings, Klaus, 2012. "Determinants of eco-innovations by type of environmental impact — The role of regulatory push/pull, technology push and market pull," Ecological Economics, Elsevier, vol. 78(C), pages 112-122.
    8. Susanna Mancinelli & Massimiliano Mazzanti, 2009. "Innovation, networking and complementarity: evidence on SME performances for a local economic system in North-Eastern Italy," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 567-597, September.
    9. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    10. Philippe Aghion & Antoine Dechezleprêtre & David Hémous & Ralf Martin & John Van Reenen, 2016. "Carbon Taxes, Path Dependency, and Directed Technical Change: Evidence from the Auto Industry," Journal of Political Economy, University of Chicago Press, vol. 124(1), pages 1-51.
    11. Borghesi, Simone & Cainelli, Giulio & Mazzanti, Massimiliano, 2015. "Linking emission trading to environmental innovation: Evidence from the Italian manufacturing industry," Research Policy, Elsevier, vol. 44(3), pages 669-683.
    12. Martin, Ralf & de Preux, Laure B. & Wagner, Ulrich J., 2014. "The impact of a carbon tax on manufacturing: Evidence from microdata," Journal of Public Economics, Elsevier, vol. 117(C), pages 1-14.
    13. Schmiedeberg, Claudia, 2008. "Complementarities of innovation activities: An empirical analysis of the German manufacturing sector," Research Policy, Elsevier, vol. 37(9), pages 1492-1503, October.
    14. Paul Lanoie & Jérémy Laurent‐Lucchetti & Nick Johnstone & Stefan Ambec, 2011. "Environmental Policy, Innovation and Performance: New Insights on the Porter Hypothesis," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 20(3), pages 803-842, September.
    15. Francesco Daveri, 2002. "The New Economy in Europe, 1992--2001," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 18(3), pages 345-362.
    16. Rennings, Klaus, 2000. "Redefining innovation -- eco-innovation research and the contribution from ecological economics," Ecological Economics, Elsevier, vol. 32(2), pages 319-332, February.
    17. Van Reenen, John & Bloom, Nicholas & Brynjolfsson, Erik & Saporta-Eksten, Itay & Foster, Lucia & Patnaik, Megha & Jarmin, Ron, 2014. "IT and Management in America," CEPR Discussion Papers 9886, C.E.P.R. Discussion Papers.
    18. Faucheux, S. & Nicolaï, I., 2011. "IT for green and green IT: A proposed typology of eco-innovation," Ecological Economics, Elsevier, vol. 70(11), pages 2020-2027, September.
    19. Cecere, Grazia & Corrocher, Nicoletta & Gossart, Cédric & Ozman, Muge, 2014. "Technological pervasiveness and variety of innovators in Green ICT: A patent-based analysis," Research Policy, Elsevier, vol. 43(10), pages 1827-1839.
    20. repec:dgr:umamer:2003011 is not listed on IDEAS
    21. Costantini, Valeria & Mazzanti, Massimiliano, 2012. "On the green and innovative side of trade competitiveness? The impact of environmental policies and innovation on EU exports," Research Policy, Elsevier, vol. 41(1), pages 132-153.
    22. Michael Polder & George van Leeuwen & Pierre Mohnen & Wladimir Raymond, 2010. "Product, Process and Organizational Innovation: Drivers, Complementarity and Productivity Effects," DRUID Working Papers 10-24, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    23. Giulio Cainelli & Massimiliano Mazzanti & Roberto Zoboli, 2013. "Environmental performance, manufacturing sectors and firm growth: structural factors and dynamic relationships," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 15(4), pages 367-387, October.
    24. Harrison, Rupert & Jaumandreu, Jordi & Mairesse, Jacques & Peters, Bettina, 2014. "Does innovation stimulate employment? A firm-level analysis using comparable micro-data from four European countries," International Journal of Industrial Organization, Elsevier, vol. 35(C), pages 29-43.
    25. Kemp, René & Pontoglio, Serena, 2011. "The innovation effects of environmental policy instruments — A typical case of the blind men and the elephant?," Ecological Economics, Elsevier, vol. 72(C), pages 28-36.
    26. Davide Antonioli & Simone Borghesi & Massimiliano Mazzanti, 2016. "Are regional systems greening the economy? Local spillovers, green innovations and firms’ economic performances," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(7), pages 692-713, October.
    27. Mohnen, Pierre & Roller, Lars-Hendrik, 2005. "Complementarities in innovation policy," European Economic Review, Elsevier, vol. 49(6), pages 1431-1450, August.
    28. Ben Kriechel & Thomas Ziesemer, 2009. "The environmental Porter hypothesis: theory, evidence, and a model of timing of adoption," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 18(3), pages 267-294.
    29. Chiara Franco & Giovanni Marin, 2017. "The Effect of Within-Sector, Upstream and Downstream Environmental Taxes on Innovation and Productivity," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 66(2), pages 261-291, February.
    30. Hottenrott, Hanna & Rexhäuser, Sascha & Veugelers, Reinhilde, 2016. "Organisational change and the productivity effects of green technology adoption," Resource and Energy Economics, Elsevier, vol. 43(C), pages 172-194.
    31. De Marchi, Valentina, 2012. "Environmental innovation and R&D cooperation: Empirical evidence from Spanish manufacturing firms," Research Policy, Elsevier, vol. 41(3), pages 614-623.
    32. Bronwyn H. Hall & Francesca Lotti & Jacques Mairesse, 2013. "Evidence on the impact of R&D and ICT investments on innovation and productivity in Italian firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(3), pages 300-328, April.
    33. Giovanni Marin & Francesca Lotti, 2017. "Productivity effects of eco-innovations using data on eco-patents," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 26(1), pages 125-148.
    34. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
    35. Gilli, Marianna & Mancinelli, Susanna & Mazzanti, Massimiliano, 2014. "Innovation complementarity and environmental productivity effects: Reality or delusion? Evidence from the EU," Ecological Economics, Elsevier, vol. 103(C), pages 56-67.
    36. René Kemp, 1997. "Environmental Policy and Technical Change," Books, Edward Elgar Publishing, number 1187.
    37. Paola Giuri & Salvatore Torrisi & Natalia Zinovyeva, 2008. "ICT, skills, and organizational change: evidence from Italian manufacturing firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(1), pages 29-64, February.
    38. Giovanni Marin & Massimiliano Mazzanti, 2013. "The evolution of environmental and labor productivity dynamics," Journal of Evolutionary Economics, Springer, vol. 23(2), pages 357-399, April.
    39. Carlota Perez, 2010. "Technological revolutions and techno-economic paradigms," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 34(1), pages 185-202, January.
    40. Røpke, Inge, 2012. "The unsustainable directionality of innovation – The example of the broadband transition," Research Policy, Elsevier, vol. 41(9), pages 1631-1642.
    41. Mazzanti, Massimiliano & Rizzo, Ugo, 2017. "Diversely moving towards a green economy: Techno-organisational decarbonisation trajectories and environmental policy in EU sectors," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 111-116.
    42. Brunnermeier, Smita B. & Cohen, Mark A., 2003. "Determinants of environmental innovation in US manufacturing industries," Journal of Environmental Economics and Management, Elsevier, vol. 45(2), pages 278-293, March.
    43. Jaffe Adam B. & Stavins Robert N., 1995. "Dynamic Incentives of Environmental Regulations: The Effects of Alternative Policy Instruments on Technology Diffusion," Journal of Environmental Economics and Management, Elsevier, vol. 29(3), pages 43-63, November.
    44. Melanie Arntz & Terry Gregory & Ulrich Zierahn, 2016. "The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis," OECD Social, Employment and Migration Working Papers 189, OECD Publishing.
    45. Davide Antonioli & Massimiliano Mazzanti & Paolo Pini, 2010. "Productivity, innovation strategies and industrial relations in SMEs. Empirical evidence for a local production system in northern Italy," International Review of Applied Economics, Taylor & Francis Journals, vol. 24(4), pages 453-482.
    46. Sinan Aral & Erik Brynjolfsson & Lynn Wu, 2012. "Three-Way Complementarities: Performance Pay, Human Resource Analytics, and Information Technology," Management Science, INFORMS, vol. 58(5), pages 913-931, May.
    47. Rosa Maria Dangelico & Pierpaolo Pontrandolfo, 2015. "Being ‘Green and Competitive’: The Impact of Environmental Actions and Collaborations on Firm Performance," Business Strategy and the Environment, Wiley Blackwell, vol. 24(6), pages 413-430, September.
    48. Adam B. Jaffe et al., 1995. "Environmental Regulation and the Competitiveness of U.S. Manufacturing: What Does the Evidence Tell Us?," Journal of Economic Literature, American Economic Association, vol. 33(1), pages 132-163, March.
    49. repec:dgr:umamer:2005008 is not listed on IDEAS
    50. Luisa Gagliardi & Giovanni Marin & Caterina Miriello, 2016. "The greener the better? Job creation effects of environmentally-friendly technological change," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 25(5), pages 779-807.
    51. Antonioli, Davide & Mancinelli, Susanna & Mazzanti, Massimiliano, 2013. "Is environmental innovation embedded within high-performance organisational changes? The role of human resource management and complementarity in green business strategies," Research Policy, Elsevier, vol. 42(4), pages 975-988.
    52. Spyros Arvanitis, 2005. "Computerization, workplace organization, skilled labour and firm productivity: Evidence for the Swiss business sector," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 14(4), pages 225-249.
    53. Simona Iammarino, 2005. "An evolutionary integrated view of Regional Systems of Innovation: Concepts, measures and historical perspectives," European Planning Studies, Taylor & Francis Journals, vol. 13(4), pages 497-519, June.
    54. Rennings, Klaus, 1998. "Towards a Theory and Policy of Eco-Innovation - Neoclassical and (Co-)Evolutionary Perspectives," ZEW Discussion Papers 98-24, ZEW - Leibniz Centre for European Economic Research.
    55. Massimiliano Mazzanti & Davide Antonioli & Claudia Ghisetti & Francesco Nicolli, 2016. "Firm Surveys relating Environmental Policies, Environmental Performance and Innovation: Design Challenges and insights from Empirical Application," OECD Environment Working Papers 103, OECD Publishing.
    56. Valeria Costantini & Massimiliano Mazzanti (ed.), 2013. "The Dynamics of Environmental and Economic Systems," Springer Books, Springer, edition 127, number 978-94-007-5089-0, September.
    57. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    58. Albrizio, Silvia & Kozluk, Tomasz & Zipperer, Vera, 2017. "Environmental policies and productivity growth: Evidence across industries and firms," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 209-226.
    59. Florian Egli & Nick Johnstone & Carlo Menon, 2015. "Identifying and inducing breakthrough inventions: An application related to climate change mitigation," OECD Science, Technology and Industry Working Papers 2015/4, OECD Publishing.
    60. Veugelers, Reinhilde, 2012. "Which policy instruments to induce clean innovating?," Research Policy, Elsevier, vol. 41(10), pages 1770-1778.
    61. Nicholas Bloom & Erik Brynjolfsson & Lucia Foster & Ron Jarmin & Itay Saporta-Eksten & John Van Reenen, 2013. "Management in America," Working Papers 13-01, Center for Economic Studies, U.S. Census Bureau.
    62. Marianna Gilli & Massimiliano Mazzanti, 2019. "Contextualising Sustainability: Socio-Economic Dynamics, Technology and Policies," SEEDS Working Papers 0419, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Mar 2019.
    63. Adam Jaffe & Richard Newell & Robert Stavins, 2002. "Environmental Policy and Technological Change," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 41-70, June.
    64. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    65. repec:ner:maastr:urn:nbn:nl:ui:27-19334 is not listed on IDEAS
    66. repec:dgr:unumer:2007024 is not listed on IDEAS
    67. René Kemp, 2010. "Eco-innovation: Definition, Measurement and Open Research Issues," Economia politica, Società editrice il Mulino, issue 3, pages 397-420.
    68. Horbach, Jens, 2008. "Determinants of environmental innovation--New evidence from German panel data sources," Research Policy, Elsevier, vol. 37(1), pages 163-173, February.
    69. Kesidou, Effie & Demirel, Pelin, 2012. "On the drivers of eco-innovations: Empirical evidence from the UK," Research Policy, Elsevier, vol. 41(5), pages 862-870.
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