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Innovation and employment: Estimation on a panel of countries using the software Stata

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  • Nor-Eddine Oumansour

    (Mohammed V University)

  • M'ssiyah Sakhr

    (Mohammed V University)

Abstract

Technological progress and innovation have varying impacts on employment. Recent studies suggest that there is no clear-cut answer, likely due to oscillations in the relationship between innovation and employment. We explored this relationship using a dynamic regression model, incorporating variables of employment through total labor force and innovation through the Innovation Program 5 in OECD countries and by IP5 and the Patent Cooperation Treaty in non-OECD countries. We con

Suggested Citation

  • Nor-Eddine Oumansour & M'ssiyah Sakhr, 2024. "Innovation and employment: Estimation on a panel of countries using the software Stata," French Stata Users' Group Meetings 2024 34, Stata Users Group.
    • Handle: RePEc:boc:fsug24:34
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    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Marco Vivarelli, 2014. "Innovation, Employment and Skills in Advanced and Developing Countries: A Survey of Economic Literature," Journal of Economic Issues, Taylor & Francis Journals, vol. 48(1), pages 123-154.
    3. Van Reenen, John, 1997. "Employment and Technological Innovation: Evidence from U.K. Manufacturing Firms," Journal of Labor Economics, University of Chicago Press, vol. 15(2), pages 255-284, April.
    4. Lachenmaier, Stefan & Rottmann, Horst, 2011. "Effects of innovation on employment: A dynamic panel analysis," International Journal of Industrial Organization, Elsevier, vol. 29(2), pages 210-220, March.
    5. Massimiliano Bratti & Corinna Ghirelli & Enkelejda Havari & Giulia Santangelo, 2022. "Vocational training for unemployed youth in Latvia," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(2), pages 677-717, April.
    6. Luca Pieroni & Fabrizio Pompei, 2008. "Evaluating innovation and labour market relationships: the case of Italy," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 32(2), pages 325-347, March.
    7. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    8. Sebastian Kripfganz & Claudia Schwarz, 2019. "Estimation of linear dynamic panel data models with time‐invariant regressors," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 34(4), pages 526-546, June.
    9. Aguirregabiria, Victor & Alonso-Borrego, Cesar, 2001. "Occupational structure, technological innovation, and reorganization of production," Labour Economics, Elsevier, vol. 8(1), pages 43-73, January.
    10. 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.
    11. Jacques Mairesse, 2008. "Employment, innovation, and productivity: evidence from Italian microdata," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 17(4), pages 813-839, August.
    12. Mariacristina Piva & Enrico Santarelli & Marco Vivarelli, 2006. "Technological and organizational changes as determinants of the skill bias: evidence from the Italian machinery industry," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 63-73.
    13. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    14. Daron Acemoglu & Pascual Restrepo, 2019. "Automation and New Tasks: How Technology Displaces and Reinstates Labor," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 3-30, Spring.
    15. Horst Feldmann, 2013. "Technological unemployment in industrial countries," Journal of Evolutionary Economics, Springer, vol. 23(5), pages 1099-1126, November.
    16. Christian Sternitzke, 2009. "Defining triadic patent families as a measure of technological strength," Scientometrics, Springer;Akadémiai Kiadó, vol. 81(1), pages 91-109, October.
    17. Hideyuki Adachi & Kazuyuki Inagaki & Tamotsu Nakamura & Yasuyuki Osumi, 2019. "Technological Progress, Income Distribution, and Unemployment," SpringerBriefs in Economics, Springer, number 978-981-13-3726-0, October.
    18. Mario Coccia, 2006. "Classifications of innovations: Survey and future directions," CERIS Working Paper 200602, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    19. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    20. repec:bla:jindec:v:46:y:1998:i:3:p:359-81 is not listed on IDEAS
    21. 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).
    22. repec:bla:scotjp:v:48:y:2001:i:3:p:260-82 is not listed on IDEAS
    23. David H. Autor, 2015. "Why Are There Still So Many Jobs? The History and Future of Workplace Automation," Journal of Economic Perspectives, American Economic Association, vol. 29(3), pages 3-30, Summer.
    24. Dachs, Bernhard & Peters, Bettina, 2014. "Innovation, employment growth, and foreign ownership of firms," Research Policy, Elsevier, vol. 43(1), pages 214-232.
    25. Hoover,Kevin D., 2015. "Applied Intermediate Macroeconomics," Cambridge Books, Cambridge University Press, number 9781107436824.
    26. Fai, Felicia & von Tunzelmann, Nicholas, 2001. "Industry-specific competencies and converging technological systems: evidence from patents," Structural Change and Economic Dynamics, Elsevier, vol. 12(2), pages 141-170, July.
    27. Kofi Mintah Oware & T. Mallikarjunappa, 2020. "Disability employment and financial performance: the effect of technological innovation of listed firms in India," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 17(3), pages 384-398, May.
    28. Kristina Matuzeviciute & Mindaugas Butkus & Akvile Karaliute, 2017. "Do Technological Innovations Affect Unemployment? Some Empirical Evidence from European Countries," Economies, MDPI, vol. 5(4), pages 1-19, December.
    29. Francesco Bogliacino & Marco Vivarelli, 2012. "The Job Creation Effect Of R&D Expenditures," Australian Economic Papers, Wiley Blackwell, vol. 51(2), pages 96-113, June.
    30. Acemoglu, Daron & Autor, David, 2011. "Skills, Tasks and Technologies: Implications for Employment and Earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 12, pages 1043-1171, Elsevier.
    31. Elena Meschi & Erol Taymaz & Marco Vivarelli, 2016. "Globalization, technological change and labor demand: a firm-level analysis for Turkey," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(4), pages 655-680, November.
    32. 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.
    33. Werner Smolny, 1998. "Innovations, Prices and Employment: A Theoretical Model and an Empirical Application for West German Manufacturing Firms," Journal of Industrial Economics, Wiley Blackwell, vol. 46(3), pages 359-381, September.
    34. C. Greenhalgh & M. Longland & D. Bosworth, 2001. "Technological Activity and Employment in a Panel of UK Firms," Scottish Journal of Political Economy, Scottish Economic Society, vol. 48(3), pages 260-282, August.
    35. Piva, Mariacristina & Vivarelli, Marco, 2017. "Technological Change and Employment: Were Ricardo and Marx Right?," IZA Discussion Papers 10471, Institute of Labor Economics (IZA).
    36. Benoît Godin, 2019. "The Invention of Technological Innovation," Books, Edward Elgar Publishing, number 19076.
    37. John Maynard Keynes, 2010. "Economic Possibilities for Our Grandchildren," Palgrave Macmillan Books, in: Essays in Persuasion, chapter 2, pages 321-332, Palgrave Macmillan.
    38. Sebastian Kripfganz, 2019. "Generalized method of moments estimation of linear dynamic panel-data models," London Stata Conference 2019 17, Stata Users Group.
    39. Daria Ciriaci & Pietro Moncada-Paternò-Castello & Peter Voigt, 2016. "Innovation and job creation: a sustainable relation?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 6(2), pages 189-213, August.
    40. Duncan S. Gilchrist, 2016. "Patents as a Spur to Subsequent Innovation? Evidence from Pharmaceuticals," American Economic Journal: Applied Economics, American Economic Association, vol. 8(4), pages 189-221, October.
    41. Hidalgo, Diana & Oosterbeek, Hessel & Webbink, Dinand, 2014. "The impact of training vouchers on low-skilled workers," Labour Economics, Elsevier, vol. 31(C), pages 117-128.
    42. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    43. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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