IDEAS home Printed from https://ideas.repec.org/a/bla/rgscpp/v13y2021i5p1661-1686.html
   My bibliography  Save this article

Spillover effects of innovation and entrepreneurial activity on income inequality in developing countries: A spatial panel approach

Author

Listed:
  • Lawrence Adu Asamoah
  • Francesco Figari
  • Andrea Vezzulli

Abstract

This paper investigated the spatial effects of innovation and entrepreneurial activity on income inequality of 64 middle‐and‐low‐income countries and 25 high‐income countries from 2000 to 2016. Spatial panel methods are used to address the issues of spatial dependency and spillover effects among neighboring countries. We find the following: (1) Evidence of spatial correlations in income inequality across countries. (2) A positive direct effect between innovation and inequality but a positive feedback from innovation. (3) The relationship between entrepreneurial activity and inequality is mixed. The relationship is positive if entrepreneurial activity is proxied by self‐employment but negative if measured by entry rate. Both produced a negative feedback effect, which suggests that entrepreneurial activity is linked to rising inequality in developing countries. (4) A positive spillover effect from innovation and negative spillover effect from self‐employment. We also investigated whether the linkages between innovation–inequality and entrepreneurial activity–inequality are subject to a country‐level institutional quality. The findings suggest that the interaction terms have negative effects on income inequality. For policy implications, innovation sharing should be encouraged to reduce monopoly power that increases the tendency for wealth accumulation. Another possible solution to increase entrepreneurial activities while reducing inequality is for governments in developing countries to offer various schemes targeted at the poor, especially finance.

Suggested Citation

  • Lawrence Adu Asamoah & Francesco Figari & Andrea Vezzulli, 2021. "Spillover effects of innovation and entrepreneurial activity on income inequality in developing countries: A spatial panel approach," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(5), pages 1661-1686, October.
  • Handle: RePEc:bla:rgscpp:v:13:y:2021:i:5:p:1661-1686
    DOI: 10.1111/rsp3.12470
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/rsp3.12470
    Download Restriction: no

    File URL: https://libkey.io/10.1111/rsp3.12470?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Marco Cagetti & Mariacristina De Nardi, 2006. "Entrepreneurship, Frictions, and Wealth," Journal of Political Economy, University of Chicago Press, vol. 114(5), pages 835-870, October.
    2. Joseph E. Stiglitz, 2012. "Macroeconomic Fluctuations, Inequality, and Human Development," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 13(1), pages 31-58, February.
    3. Ayal Kimhi, 2010. "Entrepreneurship and income inequality in southern Ethiopia," Small Business Economics, Springer, vol. 34(1), pages 81-91, January.
    4. Benos, Nikos & Tsiachtsiras, Georgios, 2019. "Innovation and Income Inequality: World Evidence," MPRA Paper 92050, University Library of Munich, Germany.
    5. Vincenzo Quadrini, 2000. "Entrepreneurship, Saving and Social Mobility," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 3(1), pages 1-40, January.
    6. Zoltan Acs, 2008. "How is Entrepreneurship Good for Economic Growth?," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 21, pages 291-301, Edward Elgar Publishing.
    7. Facundo Alvaredo & Lucas Chancel & Thomas Piketty & Emmanuel Saez & Gabriel Zucman, 2017. "Global Inequality Dynamics: New Findings from WID.world," American Economic Review, American Economic Association, vol. 107(5), pages 404-409, May.
    8. Dobson, Stephen & Ramlogan-Dobson, Carlyn, 2010. "Is there a trade-off between income inequality and corruption? Evidence from Latin America," Economics Letters, Elsevier, vol. 107(2), pages 102-104, May.
    9. Aiyar, Shekhar & Ebeke, Christian, 2020. "Inequality of opportunity, inequality of income and economic growth," World Development, Elsevier, vol. 136(C).
    10. Zoltán J. Ács & Pontus Braunerhjelm & David B. Audretsch & Bo Carlsson, 2015. "The knowledge spillover theory of entrepreneurship," Chapters, in: Global Entrepreneurship, Institutions and Incentives, chapter 7, pages 129-144, Edward Elgar Publishing.
    11. Sébastien Breau & Dieter F. Kogler & Kenyon C. Bolton, 2014. "On the Relationship between Innovation and Wage Inequality: New Evidence from Canadian Cities," Economic Geography, Taylor & Francis Journals, vol. 90(4), pages 351-373, October.
    12. Hanen Ragoubi & Sana El Harbi, 2018. "Entrepreneurship and income inequality: a spatial panel data analysis," International Review of Applied Economics, Taylor & Francis Journals, vol. 32(3), pages 374-422, May.
    13. Philippe Aghion & Ufuk Akcigit & Antonin Bergeaud & Richard Blundell & David Hemous, 2019. "Innovation and Top Income Inequality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 1-45.
    14. Law, Siong Hook & Naseem, N.A.M. & Lau, Wei Theng & Trinugroho, Irwan, 2020. "Can innovation improve income inequality? Evidence from panel data," Economic Systems, Elsevier, vol. 44(4).
    15. Alberto Chong & Mark Gradstein, 2007. "Inequality and Institutions," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 454-465, August.
    16. Sinha, Avik & Sengupta, Tuhin & Alvarado, Rafael, 2020. "Interplay between Technological Innovation and Environmental Quality: Formulating the SDG Policies for Next 11 Economies," MPRA Paper 104247, University Library of Munich, Germany, revised 2020.
    17. Antonio Andres & Carlyn Ramlogan-Dobson, 2011. "Is Corruption Really Bad for Inequality? Evidence from Latin America," Journal of Development Studies, Taylor & Francis Journals, vol. 47(7), pages 959-976.
    18. Bengt-Åke Lundvall & K. J. Joseph & Cristina Chaminade & Jan Vang (ed.), 2009. "Handbook of Innovation Systems and Developing Countries," Books, Edward Elgar Publishing, number 12943.
    19. Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
    20. Susan E Cozzens & Raphael Kaplinsky, 2009. "Innovation, Poverty and Inequality: Cause, Coincidence, or Co-evolution?," Chapters, in: Bengt-Åke Lundvall & K. J. Joseph & Cristina Chaminade & Jan Vang (ed.), Handbook of Innovation Systems and Developing Countries, chapter 3, Edward Elgar Publishing.
    21. Hartmann, Dominik & Guevara, Miguel R. & Jara-Figueroa, Cristian & Aristarán, Manuel & Hidalgo, César A., 2017. "Linking Economic Complexity, Institutions, and Income Inequality," World Development, Elsevier, vol. 93(C), pages 75-93.
    22. Lee, Lung-fei & Yu, Jihai, 2014. "Efficient GMM estimation of spatial dynamic panel data models with fixed effects," Journal of Econometrics, Elsevier, vol. 180(2), pages 174-197.
    23. Michael Fritsch & Pamela Mueller & Antje Weyh, 2005. "Direct and indirect effects of new business formation on regional employment," Applied Economics Letters, Taylor & Francis Journals, vol. 12(9), pages 545-548.
    24. Liyanage Devangi H. Perera & Grace H.Y. Lee, 2013. "Have Economic Growth And Institutional Quality Contributed To Poverty And Inequality Reduction In Asia?," Monash Economics Working Papers 37-13, Monash University, Department of Economics.
    25. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    26. Joseph Deutsch & Jacques Silber, 2004. "Measuring the Impact of Various Income Sources on the Link between Inequality and Development: Implications for the Kuznets Curve," Review of Development Economics, Wiley Blackwell, vol. 8(1), pages 110-127, February.
    27. Daron Acemoglu & Simon Johnson, 2005. "Unbundling Institutions," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 949-995, October.
    28. repec:hal:pseose:halshs-01157487 is not listed on IDEAS
    29. Perera, Liyanage Devangi H. & Lee, Grace H.Y., 2013. "Have economic growth and institutional quality contributed to poverty and inequality reduction in Asia?," MPRA Paper 52763, University Library of Munich, Germany.
    30. Hwan-Joo Seo & HanSung Kim & Young Soo Lee, 2020. "The Dynamic Relationship between Inequality and Sustainable Economic Growth," Sustainability, MDPI, vol. 12(14), pages 1-16, July.
    31. Vincenzo Quadrini, 2009. "Entrepreneurship in macroeconomics," Annals of Finance, Springer, vol. 5(3), pages 295-311, June.
    32. Neil Lee & Andrés Rodríguez-Pose, 2013. "Innovation and spatial inequality in Europe and USA," Journal of Economic Geography, Oxford University Press, vol. 13(1), pages 1-22, January.
    33. Wennekers, Sander & Thurik, Roy, 1999. "Linking Entrepreneurship and Economic Growth," Small Business Economics, Springer, vol. 13(1), pages 27-55, August.
    34. Adalgiso Amendola & Joshy Easaw & Antonio Savoia, 2013. "Inequality in developing economies: the role of institutional development," Public Choice, Springer, vol. 155(1), pages 43-60, April.
    35. Andres Rodriguez-Pose & Riccardo regstdcenzi, 2008. "Research and Development, Spillovers, Innovation Systems, and the Genesis of Regional Growth in Europe," Regional Studies, Taylor & Francis Journals, vol. 42(1), pages 51-67.
    36. Antonelli, Cristiano & Gehringer, Agnieszka, 2017. "Technological change, rent and income inequalities: A Schumpeterian approach," Technological Forecasting and Social Change, Elsevier, vol. 115(C), pages 85-98.
    37. Diego Puga, 2010. "The Magnitude And Causes Of Agglomeration Economies," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 203-219, February.
    38. repec:adr:anecst:y:1998:i:49-50:p:02 is not listed on IDEAS
    39. Philippe Aghion & Peter Howitt, 1999. "On the Macroeconomic Effects of Major Technological Change," Nordic Journal of Political Economy, Nordic Journal of Political Economy, vol. 25, pages 15-32.
    40. Bruton, Garry D. & Ketchen, David J. & Ireland, R. Duane, 2013. "Entrepreneurship as a solution to poverty," Journal of Business Venturing, Elsevier, vol. 28(6), pages 683-689.
    41. Lin, Faqin & Fu, Dahai, 2016. "Trade, Institution Quality and Income Inequality," World Development, Elsevier, vol. 77(C), pages 129-142.
    42. Thomas Piketty, 2015. "About Capital in the Twenty-First Century," American Economic Review, American Economic Association, vol. 105(5), pages 48-53, May.
    43. Michael Fritsch & Pamela Mueller, 2004. "Effects of New Business Formation on Regional Development over Time," Regional Studies, Taylor & Francis Journals, vol. 38(8), pages 961-975.
    44. Bebonchu Atems & Grayden Shand, 2018. "An empirical analysis of the relationship between entrepreneurship and income inequality," Small Business Economics, Springer, vol. 51(4), pages 905-922, December.
    45. Adams, Samuel, 2008. "Globalization and income inequality: Implications for intellectual property rights," Journal of Policy Modeling, Elsevier, vol. 30(5), pages 725-735.
    46. Siong Law & W. Azman-Saini, 2012. "Institutional quality, governance, and financial development," Economics of Governance, Springer, vol. 13(3), pages 217-236, September.
    47. Halvarsson, Daniel & Korpi, Martin & Wennberg, Karl, 2018. "Entrepreneurship and income inequality," Journal of Economic Behavior & Organization, Elsevier, vol. 145(C), pages 275-293.
    48. Kapoor, Mudit & Kelejian, Harry H. & Prucha, Ingmar R., 2007. "Panel data models with spatially correlated error components," Journal of Econometrics, Elsevier, vol. 140(1), pages 97-130, September.
    49. repec:idb:brikps:39798 is not listed on IDEAS
    50. Manfred M. Fischer & Peter Nijkamp (ed.), 2014. "Handbook of Regional Science," Springer Books, Springer, edition 127, number 978-3-642-23430-9, December.
    51. Carter Bloch, 2007. "Assessing recent developments in innovation measurement: The third edition of the Oslo Manual," Science and Public Policy, Oxford University Press, vol. 34(1), pages 23-34, February.
    52. Heather M. Stephens & Mark D. Partridge & Alessandra Faggian, 2013. "Innovation, Entrepreneurship And Economic Growth In Lagging Regions," Journal of Regional Science, Wiley Blackwell, vol. 53(5), pages 778-812, December.
    53. Heather M. Stephens & Mark D. Partridge, 2011. "Do Entrepreneurs Enhance Economic Growth in Lagging Regions?," Growth and Change, Wiley Blackwell, vol. 42(4), pages 431-465, December.
    54. Berkowitz, Daniel & Jackson, John E., 2006. "Entrepreneurship and the evolution of income distributions in Poland and Russia," Journal of Comparative Economics, Elsevier, vol. 34(2), pages 338-356, June.
    55. Poh Wong & Yuen Ho & Erkko Autio, 2005. "Entrepreneurship, Innovation and Economic Growth: Evidence from GEM data," Small Business Economics, Springer, vol. 24(3), pages 335-350, January.
    56. Neil Lee, 2011. "Are Innovative Regions More Unequal? Evidence from Europe," Environment and Planning C, , vol. 29(1), pages 2-23, February.
    57. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Ofori, Pamela E. & Ofori, Isaac K. & Castelnovo, Paolo, 2024. "Effects of Innovation and Economic Freedom on Female Economic Inclusion," EconStor Preprints 298786, ZBW - Leibniz Information Centre for Economics.
    2. Ofori, Pamela E. & Ofori, Isaac K. & Castelnovo, Paolo, 2024. "Effects of Innovation and Economic Freedom on Female Economic Inclusion," MPRA Paper 121244, University Library of Munich, Germany.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Alexandra Tsvetkova & Mark Partridge & Michael Betz, 2019. "Self-employment effects on regional growth: a bigger bang for a buck?," Small Business Economics, Springer, vol. 52(1), pages 27-45, January.
    2. Lawrence Adu Asamoah, 2021. "Institutional Quality and Income Inequality in Developing Countries: A Dynamic Panel Threshold Analysis," Progress in Development Studies, , vol. 21(2), pages 123-143, April.
    3. 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.
    4. Folorunsho M. Ajide & James T. Dada, 2023. "Poverty, entrepreneurship, and economic growth in Africa," Poverty & Public Policy, John Wiley & Sons, vol. 15(2), pages 199-226, June.
    5. Asma Kanwal & Nwakego Eyisi, 2023. "Income Inequality and Frontend Innovation: Evidence from Frontier Markets," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(1), pages 255-286, March.
    6. Robert Huggins & Piers Thompson, 2015. "Entrepreneurship, innovation and regional growth: a network theory," Small Business Economics, Springer, vol. 45(1), pages 103-128, June.
    7. Law, Siong Hook & Naseem, N.A.M. & Lau, Wei Theng & Trinugroho, Irwan, 2020. "Can innovation improve income inequality? Evidence from panel data," Economic Systems, Elsevier, vol. 44(4).
    8. Sefa Awaworyi Churchill & Bin Peng & Russell Smyth & Quanda Zhang, 2022. "R&D intensity and income inequality in the G7: 1870–2016," Scottish Journal of Political Economy, Scottish Economic Society, vol. 69(3), pages 263-282, July.
    9. Niklas Elert, 2014. "What determines entry? Evidence from Sweden," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(1), pages 55-92, August.
    10. Alvina Sabah Idrees & Saima Sarwar, 2021. "State effectiveness, property rights and entrepreneurial behaviour as determinants of National Innovation," Australian Economic Papers, Wiley Blackwell, vol. 60(3), pages 392-423, September.
    11. Chi-Chuan Lee & Chien-Chiang Lee, 2018. "The Impact of Country Risk on Income Inequality: A Multilevel Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 139-162, February.
    12. David B. Audretsch & Maksim Belitski, 2015. "Creativity spillover of entrepreneurship: evidence from European cities," Chapters, in: Charlie Karlsson & Urban Gråsjö & Sofia Wixe (ed.), Innovation and Entrepreneurship in the Global Economy, chapter 6, pages 141-161, Edward Elgar Publishing.
    13. Boudreaux, Christopher & Caudill, Steven, 2019. "Entrepreneurship, Institutions, and Economic Growth: Does the Level of Development Matter?," MPRA Paper 94244, University Library of Munich, Germany.
    14. Sinha, Avik & Sengupta, Tuhin & Kalugina, Olga & Gulzar, Muhammad Awais, 2020. "Does distribution of energy innovation impact distribution of income: A quantile-based SDG modeling approach," Technological Forecasting and Social Change, Elsevier, vol. 160(C).
    15. Stephan Brunow & Peter Nijkamp, 2013. "Firm Formation and Agglomeration under Monopolistic Competition," Tinbergen Institute Discussion Papers 13-134/VIII, Tinbergen Institute.
    16. Njangang, Henri & Beleck, Alim & Tadadjeu, Sosson & Kamguia, Brice, 2022. "Do ICTs drive wealth inequality? Evidence from a dynamic panel analysis," Telecommunications Policy, Elsevier, vol. 46(2).
    17. Henri Njangang & Alim Beleck & Sosson Tadadjeu & Brice Kamguia, 2021. "Do ICTs drive wealth inequality? Evidence from a dynamic panel analysis," Working Papers of the African Governance and Development Institute. 21/057, African Governance and Development Institute..
    18. Benos, Nikos & Tsiachtsiras, Georgios, 2019. "Innovation and Income Inequality: World Evidence," MPRA Paper 92050, University Library of Munich, Germany.
    19. Thomas Neumann, 2021. "The impact of entrepreneurship on economic, social and environmental welfare and its determinants: a systematic review," Management Review Quarterly, Springer, vol. 71(3), pages 553-584, July.
    20. Rajeev K. Goel & James W. Saunoris, 2020. "Does income inequality sand or grease the wheels of entrepreneurial activity? International evidence," Australian Economic Papers, Wiley Blackwell, vol. 59(2), pages 138-160, June.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:rgscpp:v:13:y:2021:i:5:p:1661-1686. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=1757-7802 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.