IDEAS home Printed from https://ideas.repec.org/a/spr/jknowl/v15y2024i1d10.1007_s13132-023-01105-2.html
   My bibliography  Save this article

Front-end Innovation and Top Income Inequality: Evidence from Emerging Markets

Author

Listed:
  • Nwakego Eyisi

    (University of Nigeria)

  • Hyacinth E. Ichoku

    (Veritas University)

  • Asma Kanwal

    (University of Management and Technology
    Quaid-I-Azam University)

Abstract

We contribute to the literature on income inequality, by extending existing models to examine the effect of front-end innovation (FEI) on top income inequality. We use a fixed effect panel regression, on annual country-level data for twenty-four emerging markets, over twenty-four (1995–2018) years, and find an insignificant correlation between income inequality and FEI. The instrumental variable estimates, however, show a significant association between measures of FEI and top income shares. Furthermore, we confirm that FEI is weakly related to broad measures of income inequality. Our instrumentation strategy and robustness checks suggest that this correlation partly reflects a causality, from FEI to top income inequality. Finally, we reveal that FEI is necessary for the survival of new ventures, in the crucial early years. Overall, our findings confirm that that; a) sectors that scale slowly because institutions are a substantial barrier for FEI and, b) sectors that rely solely on the most skilled front-end innovators to access credit, significantly expand top entrepreneurial income share across emerging markets.

Suggested Citation

  • Nwakego Eyisi & Hyacinth E. Ichoku & Asma Kanwal, 2024. "Front-end Innovation and Top Income Inequality: Evidence from Emerging Markets," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(1), pages 1437-1481, March.
  • Handle: RePEc:spr:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01105-2
    DOI: 10.1007/s13132-023-01105-2
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s13132-023-01105-2
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s13132-023-01105-2?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. James R. Tybout, 2000. "Manufacturing Firms in Developing Countries: How Well Do They Do, and Why?," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 11-44, March.
    2. Micheline Goedhuys & Leo Sleuwaegen, 2010. "High-growth entrepreneurial firms in Africa: a quantile regression approach," Small Business Economics, Springer, vol. 34(1), pages 31-51, January.
    3. Mike Wright & Bart Clarysse & Philippe Mustar & Andy Lockett, 2007. "Academic Entrepreneurship in Europe," Books, Edward Elgar Publishing, number 4041.
    4. Beck, Thorsten & Cull, Robert, 2014. "SME finance in Africa," Policy Research Working Paper Series 7018, The World Bank.
    5. James Leigland & Andrew Roberts, 2007. "The African Project Preparation Gap : Africans Address a Critical Limiting Factor in Infrastructure Investment," World Bank Publications - Reports 10716, The World Bank Group.
    6. Vanessa S. Tchamyou & Simplice A. Asongu, 2017. "Information Sharing and Financial Sector Development in Africa," Journal of African Business, Taylor & Francis Journals, vol. 18(1), pages 24-49, January.
    7. Ufuk Akcigit & John Grigsby & Tom Nicholas, 2017. "The Rise of American Ingenuity: Innovation and Inventors of the Golden Age," Working Papers 2017-6, Princeton University. Economics Department..
    8. Reto Foellmi & Josef Zweimüller, 2017. "Is inequality harmful for innovation and growth? Price versus market size effects," Journal of Evolutionary Economics, Springer, vol. 27(2), pages 359-378, April.
    9. Philippe Aghion & Thibault Fally & Stefano Scarpetta, 2007. "Credit constraints as a barrier to the entry and post-entry growth of firms [‘Dualism and macroeconomic volatility’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 22(52), pages 732-779.
    10. 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.
    11. 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.
    12. André Stel & Martin Carree & Roy Thurik, 2005. "The Effect of Entrepreneurial Activity on National Economic Growth," Small Business Economics, Springer, vol. 24(3), pages 311-321, February.
    13. Xavier Gabaix & Augustin Landier, 2008. "Why has CEO Pay Increased So Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 49-100.
    14. Benos, Nikos & Tsiachtsiras, Georgios, 2019. "Innovation and Income Inequality: World Evidence," MPRA Paper 92050, University Library of Munich, Germany.
    15. Günther Rehme, 2007. "Education, Economic Growth and Measured Income Inequality," Economica, London School of Economics and Political Science, vol. 74(295), pages 493-514, August.
    16. Alex Bell & Raj Chetty & Xavier Jaravel & Neviana Petkova & John Van Reenen, 2019. "Who Becomes an Inventor in America? The Importance of Exposure to Innovation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(2), pages 647-713.
    17. Francesco Quatraro & Marco Vivarelli, 2015. "Drivers of Entrepreneurship and Post-entry Performance of Newborn Firms in Developing Countries," The World Bank Research Observer, World Bank, vol. 30(2), pages 277-305.
    18. Ufuk Akcigit & William R. Kerr, 2018. "Growth through Heterogeneous Innovations," Journal of Political Economy, University of Chicago Press, vol. 126(4), pages 1374-1443.
    19. Francesco Caselli, 1999. "Technological Revolutions," American Economic Review, American Economic Association, vol. 89(1), pages 78-102, March.
    20. repec:oup:ecpoli:v:22:y:2007:i::p:731-779 is not listed on IDEAS
    21. Martin Srholec, 2011. "A multilevel analysis of innovation in developing countries ," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 20(6), pages 1539-1569, December.
    22. Herrera, Ana María & Minetti, Raoul, 2007. "Informed finance and technological change: Evidence from credit relationships," Journal of Financial Economics, Elsevier, vol. 83(1), pages 223-269, January.
    23. Holger Görg & David Greenaway, 2016. "Much Ado about Nothing? Do Domestic Firms Really Benefit from Foreign Direct Investment?," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 9, pages 163-189, World Scientific Publishing Co. Pte. Ltd..
    24. Daniel Garcia‐Macia & Chang‐Tai Hsieh & Peter J. Klenow, 2019. "How Destructive Is Innovation?," Econometrica, Econometric Society, vol. 87(5), pages 1507-1541, September.
    25. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    26. Ghebrihiwet, Nahom, 2019. "FDI technology spillovers in the mining industry: Lessons from South Africa's mining sector," Resources Policy, Elsevier, vol. 62(C), pages 463-471.
    27. Keun Lee & Marina Szapiro & Zhuqing Mao, 2018. "Correction to: From Global Value Chains (GVC) to Innovation Systems for Local Value Chains and Knowledge Creation," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 575-575, July.
    28. Enrico Santarelli & Marco Vivarelli, 2007. "Entrepreneurship and the process of firms’ entry, survival and growth," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(3), pages 455-488, June.
    29. Christophe Godlewski & Laurent Weill, 2011. "Does Collateral Help Mitigate Adverse Selection? A Cross-Country Analysis," Journal of Financial Services Research, Springer;Western Finance Association, vol. 40(1), pages 49-78, October.
    30. Coad, Alex & Rao, Rekha, 2008. "Innovation and firm growth in high-tech sectors: A quantile regression approach," Research Policy, Elsevier, vol. 37(4), pages 633-648, May.
    31. Round, Jeffery I. & Odedokun, Matthew, 2004. "Aid effort and its determinants," International Review of Economics & Finance, Elsevier, vol. 13(3), pages 293-309.
    32. Farzana Chowdhury & Siri Terjesen & David Audretsch, 2015. "Varieties of entrepreneurship: institutional drivers across entrepreneurial activity and country," European Journal of Law and Economics, Springer, vol. 40(1), pages 121-148, August.
    33. Abraham,Facundo & Schmukler,Sergio L. & Abraham,Facundo & Schmukler,Sergio L., 2017. "Addressing the SME finance problem," Research and Policy Briefs 120333, The World Bank.
    34. Keun Lee & Marina Szapiro & Zhuqing Mao, 2018. "From Global Value Chains (GVC) to Innovation Systems for Local Value Chains and Knowledge Creation," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(3), pages 424-441, July.
    35. Fernando Núñez & Ángel Arcos-Vargas & Carlos Usabiaga & Pablo Álvarez-de-Toledo, 2022. "On directors’ compensation: a multilevel analysis of Spanish listed companies," Empirical Economics, Springer, vol. 63(4), pages 2173-2207, October.
    36. Evans, David S & Jovanovic, Boyan, 1989. "An Estimated Model of Entrepreneurial Choice under Liquidity Constraints," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 808-827, August.
    37. 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.
    38. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    39. Yuriy Gorodnichenko & Monika Schnitzer, 2013. "Financial Constraints And Innovation: Why Poor Countries Don'T Catch Up," Journal of the European Economic Association, European Economic Association, vol. 11(5), pages 1115-1152, October.
    40. de Mel, Suresh & McKenzie, David & Woodruff, Christopher, 2009. "Innovative Firms or Innovative Owners? Determinants of Innovation in Micro, Small, and Medium Enterprises," IZA Discussion Papers 3962, Institute of Labor Economics (IZA).
    41. Vanessa S. Tchamyou, 2019. "The Role of Information Sharing in Modulating the Effect of Financial Access on Inequality," Journal of African Business, Taylor & Francis Journals, vol. 20(3), pages 317-338, July.
    42. Meghana Ayyagari & Asli Demirgüç-Kunt & Vojislav Maksimovic, 2008. "How Important Are Financing Constraints? The Role of Finance in the Business Environment," The World Bank Economic Review, World Bank, vol. 22(3), pages 483-516, November.
    43. Ayyagari,Meghana & Juarros,Pedro Francisco & Martinez Peria,Maria Soledad & Singh,Sandeep, 2016. "Access to finance and job growth : firm-level evidence across developing countries," Policy Research Working Paper Series 7604, The World Bank.
    44. Raghu Kumari P.S & Pankaj Trivedi, 2019. "Determinants of SME Credit in Mumbai-Empirical Analysis On Factors," Journal of Developing Areas, Tennessee State University, College of Business, vol. 53(2), pages 193-203, April-Jun.
    45. Arup Mitra & Amit Jha, 2015. "Innovation and employment: a firm level study of Indian industries," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 5(1), pages 45-71, June.
    46. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    47. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2007. "Finance, inequality and the poor," Journal of Economic Growth, Springer, vol. 12(1), pages 27-49, March.
    48. Leonardo Gasparini & Guillermo Cruces & Leopoldo Tornarolli, 2016. "Chronicle of a Deceleration Foretold: Income inequality in Latin America in the 2010s," CEDLAS, Working Papers 0198, CEDLAS, Universidad Nacional de La Plata.
    49. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    50. Mitchell A. Petersen & Raghuram G. Rajan, 1995. "The Effect of Credit Market Competition on Lending Relationships," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 407-443.
    51. Dierk Herzer & Sebastian Vollmer, 2012. "Inequality and growth: evidence from panel cointegration," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 10(4), pages 489-503, December.
    52. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    53. Wellalage, Nirosha Hewa & Fernandez, Viviana, 2019. "Innovation and SME finance: Evidence from developing countries," International Review of Financial Analysis, Elsevier, vol. 66(C).
    54. Sima Siami-Namini, 2019. "Agriculture and Non-Agriculture Growth, Inflation and Income Inequality in Developed and Developing Countries," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 11(11), pages 1-43, November.
    55. John Anyanwu, 2011. "Working Paper 135 - International Remittances and Income Inequality in Africa," Working Paper Series 325, African Development Bank.
    56. Stefania Cosci & Valentina Meliciani & Valentina Sabato, 2016. "Relationship lending and innovation: empirical evidence on a sample of European firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(4), pages 335-357, June.
    57. Sander Wennekers & André Stel & Roy Thurik & Paul Reynolds, 2008. "Nascent entrepreneurship and the level of economic development," Small Business Economics, Springer, vol. 30(3), pages 325-325, March.
    58. Wiston Adrián Risso & Edgar J. Sánchez Carrera, 2019. "On the impact of innovation and inequality in economic growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(1), pages 64-81, January.
    59. Meghana Ayyagari & Asli Demirguc-Kunt & Vojislav Maksimovic, 2014. "Who creates jobs in developing countries?," Small Business Economics, Springer, vol. 43(1), pages 75-99, June.
    60. Florence Jaumotte & Subir Lall & Chris Papageorgiou, 2013. "Rising Income Inequality: Technology, or Trade and Financial Globalization?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 61(2), pages 271-309, June.
    61. Thorsten Beck & Robert Cull, 2014. "Editor's choice SME Finance in Africa," Journal of African Economies, Centre for the Study of African Economies, vol. 23(5), pages 583-613.
    62. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    63. Thorsten Beck & Asli Demirguc-Kunt & Ross Levine, 2005. "SMEs, Growth, and Poverty: Cross-Country Evidence," Journal of Economic Growth, Springer, vol. 10(3), pages 199-229, September.
    64. Audretsch, David B. & Bönte, Werner & Mahagaonkar, Prashanth, 2012. "Financial signaling by innovative nascent ventures: The relevance of patents and prototypes," Research Policy, Elsevier, vol. 41(8), pages 1407-1421.
    65. Erika Kraemer-Mbula & Edward Lorenz & Lotta Takala-Greenish & Oluseye Oladayo Jegede & Tukur Garba & Musambya Mutambala & Timothy Esemu, 2019. "Are African micro- and small enterprises misunderstood? Unpacking the relationship between work organisation, capability development and innovation," International Journal of Technological Learning, Innovation and Development, Inderscience Enterprises Ltd, vol. 11(1), pages 1-30.
    66. Ayyagari, Meghana & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2011. "Firm Innovation in Emerging Markets: The Role of Finance, Governance, and Competition," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1545-1580, December.
    67. Jonathan Munemo, 2018. "Entrepreneurial Success in Africa: How Relevant Are Foreign Direct Investment and Financial Development?," African Development Review, African Development Bank, vol. 30(4), pages 372-385, December.
    68. Charles I. Jones & Jihee Kim, 2018. "A Schumpeterian Model of Top Income Inequality," Journal of Political Economy, University of Chicago Press, vol. 126(5), pages 1785-1826.
    69. John C. Anyanwu, 2016. "Empirical Analysis of the Main Drivers of Income Inequality in Southern Africa," Annals of Economics and Finance, Society for AEF, vol. 17(2), pages 337-364, November.
    70. Beck, Thorsten & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2008. "Financing patterns around the world: Are small firms different?," Journal of Financial Economics, Elsevier, vol. 89(3), pages 467-487, September.
    71. Pinelopi Koujianou Goldberg & Nina Pavcnik, 2007. "Distributional Effects of Globalization in Developing Countries," Journal of Economic Literature, American Economic Association, vol. 45(1), pages 39-82, March.
    72. repec:cup:jfinqa:v:46:y:2011:i:06:p:1545-1580_00 is not listed on IDEAS
    73. Thomas Hellmann & Laura Lindsey & Manju Puri, 2008. "Building Relationships Early: Banks in Venture Capital," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 513-541, April.
    74. Li, Hongyi & Squire, Lyn & Zou, Heng-fu, 1998. "Explaining International and Intertemporal Variations in Income Inequality," Economic Journal, Royal Economic Society, vol. 108(446), pages 26-43, January.
    75. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    76. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    77. Derrick M. Anderson & Andrew B. Whitford, 2017. "Developing Knowledge States: Technology and the Enhancement of National Statistical Capacity," Review of Policy Research, Policy Studies Organization, vol. 34(3), pages 400-420, June.
    78. Sima Siami-Namini, 2019. "Agriculture and Non-Agriculture Growth, Inflation and Income Inequality in Developed and Developing Countries," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 11(11), pages 43-51, November.
    79. Cenni, Stefano & Monferrà, Stefano & Salotti, Valentina & Sangiorgi, Marco & Torluccio, Giuseppe, 2015. "Credit rationing and relationship lending. Does firm size matter?," Journal of Banking & Finance, Elsevier, vol. 53(C), pages 249-265.
    80. John C. ANYANWU, 2011. "International Remittances And Income Inequality In Africa," Review of Economic and Business Studies, Alexandru Ioan Cuza University, Faculty of Economics and Business Administration, issue 7, pages 117-148, May.
    81. Enrico Santarelli & Hien Thu Tran, 2017. "Young innovative companies: Are they high performers in transition economies? Evidence for Vietnam," The Journal of Technology Transfer, Springer, vol. 42(5), pages 1052-1076, October.
    82. John C. Anyanwu & Andrew E. O. Erhijakpor & Emeka Obi, 2016. "Empirical Analysis of the Key Drivers of Income Inequality in West Africa," African Development Review, African Development Bank, vol. 28(1), pages 18-38, March.
    83. Annamaria Conti & Jerry Thursby & Marie Thursby, 2013. "Patents as Signals for Startup Financing," Journal of Industrial Economics, Wiley Blackwell, vol. 61(3), pages 592-622, September.
    84. Mead, Donald C. & Liedholm, Carl, 1998. "The dynamics of micro and small enterprises in developing countries," World Development, Elsevier, vol. 26(1), pages 61-74, January.
    85. Domenico Depalo & Sabrina Di Addario, "undated". "Shedding Light on Inventors' Returns to Patents," Development Working Papers 375, Centro Studi Luca d'Agliano, University of Milano.
    86. Huw Lloyd-Ellis, 1999. "Endogenous Technological Change and Wage Inequality," American Economic Review, American Economic Association, vol. 89(1), pages 47-77, March.
    87. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    88. Rolf Sternberg & Sander Wennekers, 2005. "Determinants and Effects of New Business Creation Using Global Entrepreneurship Monitor Data," Small Business Economics, Springer, vol. 24(3), pages 193-203, January.
    Full references (including those not matched with items on IDEAS)

    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. 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.
    2. Marco Vivarelli, 2013. "Is entrepreneurship necessarily good? Microeconomic evidence from developed and developing countries," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(6), pages 1453-1495, December.
    3. Vivarelli, Marco, 2012. "Drivers of entrepreneurship and post-entry performance : microeconomic evidence from advanced and developing countries," Policy Research Working Paper Series 6245, The World Bank.
    4. Francesco Quatraro & Marco Vivarelli, 2015. "Drivers of Entrepreneurship and Post-entry Performance of Newborn Firms in Developing Countries," The World Bank Research Observer, World Bank, vol. 30(2), pages 277-305.
    5. 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.
    6. Meniago, Christelle & Asongu, Simplice A., 2018. "Revisiting the finance-inequality nexus in a panel of African countries," Research in International Business and Finance, Elsevier, vol. 46(C), pages 399-419.
    7. Vivarelli, Marco, 2012. "Entrepreneurship in Advanced and Developing Countries: A Microeconomic Perspective," IZA Discussion Papers 6513, Institute of Labor Economics (IZA).
    8. Calza, Elisa & Goedhuys, Micheline, 2016. "Entrepreneurial heterogeneity and the design of entrepreneurship policies for economic growth and inclusive development," MERIT Working Papers 2016-043, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    9. Thorsten Beck & Asli Demirguc‐Kunt & Luc Laeven & Ross Levine, 2008. "Finance, Firm Size, and Growth," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(7), pages 1379-1405, October.
    10. Francesco Quatraro & Marco Vivarelli, 2013. "Entry and Post-Entry Dynamics in Developing Countries," GREDEG Working Papers 2013-20, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    11. Quatraro, Francesco & Vivarelli, Marco, 2013. "Entrepreneurship In A Developing Country Context," 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 201314, University of Turin.
    12. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Finance, inequality and inclusive education in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 67(C), pages 162-177.
    13. Simplice Asongu & Rexon Nting, 2021. "The role of finance in inclusive human development in Africa revisited," Journal of Economic and Administrative Sciences, Emerald Group Publishing Limited, vol. 38(2), pages 345-370, February.
    14. Asongu, Simplice A. & Nnanna, Joseph & Acha-Anyi, Paul N., 2020. "Inequality and gender economic inclusion: The moderating role of financial access in Sub-Saharan Africa," Economic Analysis and Policy, Elsevier, vol. 65(C), pages 173-185.
    15. Abderazak Bakhouche, 2022. "Assessing the Innovation-finance Nexus for SMEs: Evidence from the Arab Region (MENA)," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(3), pages 1875-1895, September.
    16. D’Onofrio, Alexandra & Minetti, Raoul & Murro, Pierluigi, 2019. "Banking development, socioeconomic structure and income inequality," Journal of Economic Behavior & Organization, Elsevier, vol. 157(C), pages 428-451.
    17. Alexandra D'Onofrio & Pierluigi Murro, 2013. "Local banking development and income distribution across Italian provinces," Working Papers CASMEF 1307, Dipartimento di Economia e Finanza, LUISS Guido Carli.
    18. Alessandro Spiganti, 2020. "Inequality of opportunity, inequality of effort, and innovation," Economics Working Papers MWP 2020/02, European University Institute.
    19. Hsieh, Joyce & Chen, Ting-Cih & Lin, Shu-Chin, 2019. "Financial structure, bank competition and income inequality," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 450-466.
    20. Murat Cetin & Harun Demir & Selin Saygin, 2021. "Financial Development, Technological Innovation and Income Inequality: Time Series Evidence from Turkey," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(1), pages 47-69, July.

    More about this item

    Keywords

    Front-end innovation; Top income inequality; Small firm finance; Value-added; Emerging markets; Technological progress;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship

    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:spr:jknowl:v:15:y:2024:i:1:d:10.1007_s13132-023-01105-2. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.