Impact of Digitalization and GDP Growth on Instigating Entrepreneurship: The Moderating Effect of Human Capital
Abstract
Digitalization has become an economic force in the modern era, restructuring traditional business models, approaches, and procedures. The embracing of widespread digital technology, along with continuous development of human capital, to promote entrepreneurship is a significant challenge. This paper investigates the effect of digitalization and GDP on entrepreneurship, as well as the moderating effect of human capital. For this purpose, fixed effect estimation technique was used on annual unbalanced panel data of 139 countries collected for a period of 9 years, that is, from 2011 to 2019. The findings show that digitalization has a positive and a statistically significant impact on entrepreneurship in the singleton model, as well as a positive and significant impact in all other models. Similarly, GDP growth also has a positive and significant effect across all the models. Human capital, proxied as tertiary school education, was also found to have a positive and significant impact on entrepreneurship. The analysis shows that the impact of digitalization is more significant in countries where tertiary education fosters the development of human capital, than in those countries that offer primary and secondary education. Furthermore, human capital also moderates the nexus between digital financial inclusion, economic growth, and entrepreneurship. The results of the regional comparison also depict that there is a strong positive and significant impact of all the proxies of digitalization and GDP growth on entrepreneurship in Europe and Central Asia, as compared to East Asia and the Pacific. These results show that the higher the level of digitalization, economic growth, and human capital, the higher the level of entrepreneurship.
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Abaddi, S. (2024). Digital skills and entrepreneurial intentions for final-year undergraduates: Entrepreneurship education as a moderator and entrepreneurial alertness as a mediator. Management & Sustainability: An Arab Review, 3(3), 298–321. https://doi.org/10.1108/MSAR-06-2023-0028
Agarwal, R., Audretsch, D., & Sarkar, M. (2010). Knowledge spillovers and strategic entrepreneurship. Strategic Entrepreneurship Journal, 4(4), 271–283. https://doi.org/10.1002/sej.96
Aghion, P., Blundell, R., Griffith, R., Howitt, P., & Prantl, S. (2006). The effects of entry on incumbent innovation and productivity (Working Paper No. 12027). National Bureau of Economic Research. https://www.nber.org/system/files/working_papers/w12027/w12027.pdf
Alderete, M. V. (2017). Mobile broadband: A key enabling technology for entrepreneurship? Journal of Small Business Management, 55(2), 254–269. https://doi.org/10.1111/jsbm.12314
Asif, M., Khan, M. N., Tiwari, S., Wani, S. K., & Alam, F. (2023). The impact of fintech and digital financial services on financial inclusion in India. Journal of Risk and Financial Management, 16(2), Article e122. https://doi.org/10.3390/jrfm16020122
Asteriou, D., & Agiomirgianakis, G. M. (2001). Human capital and economic growth: Time series evidence from Greece. Journal of Policy Modeling, 23(5), 481–489. https://doi.org/10.1016/S0161-8938(01)00054-0
Ayadi, R., Arbak, E., Naceur, S. B., & Groen, W. P. D. (2015). Financial development, bank efficiency, and economic growth across the Mediterranean. In R. Ayadi, M. Dabrowski, & L. De Wulf (Eds.), Economic and social development of the Southern and Eastern Mediterranean countries (pp. 219–233). Springer.
Basheer, M. F., Raoof, R., Jabeen, S., & Hassan, S. G. (2021). Exploring the nexus among the business coping strategy: Entrepreneurial orientation and crisis readiness–a post-covid-19 analysis of Pakistani SMEs. In L. C. Carvalho, L. Reis, & C. Silveira (Eds.), Handbook of research on entrepreneurship, innovation, sustainability, and ICTs in the post-COVID-19 era (pp. 317–340). IGI Global.
Basheer, M. F., Sabir, S. A., Raoof, R., Hameed, W. U., & Jabeen, S. (2022). Impact of organizational characteristics on employees’ entrepreneurial orientation with mediating role of knowledge process capabilities and moderating role of psychological factors in the era of COVID-19. Frontiers in Psychology, 13, Article e799149. https://doi.org/10.3389/fpsyg.2022.799149
Benczúr, P., Karagiannis, S., & Kvedaras, V. (2019). Finance and economic growth: Financing structure and non-linear impact. Journal of Macroeconomics, 62, Article e103048. https://doi.org/10.1016/j.jmacro.2018.08.001
Carree, M. A., & Thurik, A. R. (2010). The impact of entrepreneurship on economic growth. In Z. J. Acs & D. B. Audretsch (Eds.), Handbook of entrepreneurship research: An interdisciplinary survey and introduction (pp. 557–594). Springer.
Christensen, C. M. (2013). The innovator’s dilemma: When new technologies cause great firms to fail. Harvard Business Review Press.
Chung, D., Jung, H., & Lee, Y. (2022). Investigating the relationship of high-tech entrepreneurship and innovation efficacy: The moderating role of absorptive capacity. Technovation, 111, Article e102393. https://doi.org/10.1016/j.technovation.2021.102393
Demirgüç-Kunt, A., Klapper, L., Singer, D., Ansar, S., & Hess, J. (2020). The global Findex database 2017: Measuring financial inclusion and opportunities to expand access to and use of financial services. The World Bank Economic Review, 34(Supplement_1), S2–S8. https://doi.org/10.1093/wber/lhz013
Dutta, N., & Meierrieks, D. (2021). Financial development and entrepreneurship. International Review of Economics & Finance, 73, 114–126. https://doi.org/10.1016/j.iref.2021.01.002
Dutta, N., & Sobel, R. S. (2018). Entrepreneurship and human capital: The role of financial development. International Review of Economics & Finance, 57, 319–332. https://doi.org/10.1016/j.iref.2018.01.020
Duvendack, M., & Mader, P. (2020). Impact of financial inclusion in low and middle‐income countries: A systematic review of reviews. Journal of Economic Surveys, 34(3), 594–629. https://doi.org/10.1111/joes.12367
Fan, Z., & Zhang, R. (2017). Financial inclusion, entry barriers, and entrepreneurship: Evidence from China. Sustainability, 9(2), Article e203. https://doi.org/10.3390/su9020203
Fritsch, M., & Changoluisa, J. (2017). New business formation and the productivity of manufacturing incumbents: Effects and mechanisms. Journal of Business Venturing, 32(3), 237–259. https://doi.org/10.1016/j.jbusvent.2017.01.004
Ghazy, N., Ghoneim, H., & Lang, G. (2022). Entrepreneurship, productivity, and digitalization: Evidence from the EU. Technology in Society, 70, Article e102052. https://doi.org/10.1016/j.techsoc.2022.102052
Goldsmith, R. W. (1959). Financial structure and development as a subject for international comparative study. In R. W. Goldsmith (Ed.), The comparative study of economic growth and structure (pp. 114–123). NBER.
Han, W., Li, X., Zhu, W., Lu, R., & Zu, X. (2024). Knowledge digitization and high-tech firm performance: A moderated mediation model incorporating business model innovation and entrepreneurial orientation. Technology in Society, 77, Article e102536. https://doi.org/10.1016/j.techsoc.2024.102536
Huang, R., Kale, S., Paramati, S. R., & Taghizadeh-Hesary, F. (2021). The nexus between financial inclusion and economic development: Comparison of old and new EU member countries. Economic Analysis and Policy, 69, 1–15. https://doi.org/10.1016/j.eap.2020.10.007
Jovanović, M., Dlačić, J., & Okanović, M. (2018). Digitalization and society’s sustainable development–measures and implications. Proceedings of the Faculty of Economics in Rijeka: Journal of Economic Theory and Practice, 36(2), 905–928. https://doi.org/10.18045/zbefri.2018.2.905
Khera, P., Ng, S., Ogawa, S., & Sahay, R. (2022). measuring digital financial inclusion in emerging market and developing economies: A new index. Asian Economic Policy Review, 17(2), 213–230. https://doi.org/10.1111/aepr.12377
Klapper, L., & Love, I. (2011). The impact of the financial crisis on new firm registration. Economics Letters, 113(1), 1–4. https://doi.org/10.1016/j.econlet.2011.05.048
Klapper, L., Love, I., & Randall, D. (2015). New firm registration and the business cycle. International Entrepreneurship and Management Journal, 11(2), 287–306. https://doi.org/10.1007/s11365-014-0345-0
Leon, F. (2019). Long-term finance and entrepreneurship. Economic Systems, 43(2), Article e100690. https://doi.org/10.1016/j.ecosys.2018.10.004
Li, Z.-G., Wu, Y., & Li, Y.-K. (2023). Technical founders, digital transformation and corporate technological innovation: Empirical evidence from listed companies in China’s STAR market. International Entrepreneurship and Management Journal, 20(4), 3155–3180. https://doi.org/10.1007/s11365-023-00852-7
Liu, Y., Luan, L., Wu, W., Zhang, Z., & Hsu, Y. (2021). Can digital financial inclusion promote China’s economic growth? International Review of Financial Analysis, 78, Article e101889. https://doi.org/10.1016/j.irfa.2021.101889
Mogaji, E., & Nguyen, N. P. (2022). Managers’ understanding of artificial intelligence in relation to marketing financial services: Insights from a cross-country study. International Journal of Bank Marketing, 40(6), 1272–1298. https://doi.org/10.1108/IJBM-09-2021-0440
Mpofu, F. Y., & Mhlanga, D. (2022). Digital financial inclusion, digital financial services tax, and financial inclusion in the fourth industrial revolution era in Africa. Economies, 10(8), Article e184. https://doi.org/10.3390/economies10080184
Munemo, J. (2018). Entrepreneurial success in Africa: How relevant are foreign direct investment and financial development? African Development Review, 30(4), 372–385. https://doi.org/10.1111/1467-8268.12345
Murari, K. (2017). Financial development–economic growth nexus: Evidence from South Asian middle-income countries. Global Business Review, 18(4), 924–935. https://doi.org/10.1177/0972150917692245
Nambisan, S. (2017). Digital entrepreneurship: Toward a digital technology perspective of entrepreneurship. Entrepreneurship Theory and Practice, 41(6), 1029–1055. https://doi.org/10.1111/etap.12254
Narayan, P. K., & Narayan, S. (2013). The short-run relationship between the financial system and economic growth: New evidence from regional panels. International Review of Financial Analysis, 29, 70–78. https://doi.org/10.1016/j.irfa.2013.03.012
Ouma, S. A., Odongo, T. M., & Were, M. (2017). Mobile financial services and financial inclusion: Is it a boon for savings mobilization? Review of Development Finance, 7(1), 29–35. https://doi.org/10.1016/j.rdf.2017.01.001
Ozturk, I., & Ullah, S. (2022). Does digital financial inclusion matter for economic growth and environmental sustainability in OBRI economies? An empirical analysis. Resources, Conservation and Recycling, 185, Article e106489. https://doi.org/10.1016/j.resconrec.2022.106489
Peris-Ortiz, M., Ferreira, J. J., & Fernandes, C. I. (2018). Do total early-stage entrepreneurship (TEAs) foster innovative practices in OECD countries? Technological Forecasting and Social Change, 129, 176–184. https://doi.org/10.1016/j.techfore.2017.07.005
Qadri, F. S., & Waheed, A. (2014). Human capital and economic growth: A macroeconomic model for Pakistan. Economic Modelling, 42, 66–76. https://doi.org/10.1016/j.econmod.2014.05.021
Raoof, R., Basheer, M. F., Shabbir, J., Ghulam Hassan, S., & Jabeen, S. (2021). Enterprise resource planning, entrepreneurial orientation, and the performance of SMEs in a South Asian economy: The mediating role of organizational excellence. Cogent Business & Management, 8(1), Article e1973236. https://doi.org/10.1080/23311975.2021.1973236
Richter, C., Kraus, S., Brem, A., Durst, S., & Giselbrecht, C. (2017). Digital entrepreneurship: Innovative business models for the sharing economy. Creativity and Innovation Management, 26(3), 300–310. https://doi.org/10.1111/caim.12227
Schumpeter, J. A., & Redvers, O. (1934). Theorie der wirtschaftlichen entwicklung. Duncker und Humblot.
Shane, S., & Venkataraman, S. (2000). The Promise of Entrepreneurship as a field of research. Academy of Management Review, 25(1), 217–226. https://doi.org/10.5465/amr.2000.2791611
Sharma, S. K. (2020). Financial development and economic growth in selected asian economies: A dynamic panel ARDL test. Contemporary Economics, 14(2), 201–219.
Shen, Y., Hu, W., & Hueng, C. J. (2021). Digital financial inclusion and economic growth: A cross-country study. Procedia Computer Science, 187, 218–223. https://doi.org/10.1016/j.procs.2021.04.054
Tahir, M., & Burki, U. (2023). Entrepreneurship and economic growth: Evidence from the emerging BRICS economies. Journal of Open Innovation: Technology, Market, and Complexity, 9(2), Article e100088. https://doi.org/10.1016/j.joitmc.2023.100088
Tay, L.-Y., Tai, H.-T., & Tan, G.-S. (2022). Digital financial inclusion: A gateway to sustainable development. Heliyon, 8(6), Article e09766. https://doi.org/10.1016/j.heliyon.2022.e09766
Türsoy, T., & Faisal, F. (2018). Does financial depth impact economic growth in North Cyprus?. Financial Innovation, 4(1), 1–13. https://doi.org/10.1186/s40854-018-0096-y
Wennekers, S., & Thurik, R. (1999). Linking entrepreneurship and economic growth. Small Business Economics, 13(1), 27–56. https://doi.org/10.1023/A:1008063200484
Wirawan, A. W., Falah, L. J., Kusumadewi, L., Adhariani, D., & Djakman, C. D. (2020). The effect of corporate social responsibility on the firm value with risk management as a moderating variable. Journal of Asia-Pacific Business, 21(2), 143–160. https://doi.org/10.1080/10599231.2020.1745051
Xi, W., & Wang, Y. (2023). Digital financial inclusion and quality of economic growth. Heliyon, 9(9), Article e19731. https://doi.org/10.1016/j.heliyon.2023.e19731
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