Share:


The role of entrepreneurship in enhancing economic development: the mediating role of gender and motivations

    Valentina Diana Rusu Affiliation
    ; Angela Roman Affiliation
    ; Carmen Boghean Affiliation
    ; Florin Boghean Affiliation

Abstract

Starting from the significant role played by entrepreneurship in the economy and also from the pressing problem of gender inequality, in this paper we aim to analyse the link between entrepreneurship and economic development, with emphasis on the mediating role of gender and motivations of entrepreneurs. We apply panel data regression models on a sample of 53 world countries mapped by their development level. Data regarding countries’ economic development levels is obtained from the World Bank DataBank and the entrepreneurship rates from the annual reports of the Global Entrepreneurship Monitor. The level of economic development is measured by GDP per capita. Entrepreneurship rates by gender and motivations are used to test the mediating role. The results emphasise that male entrepreneurs motivated by necessity and female entrepreneurs motivated by opportunity would significantly stimulate economic development. The analysis of clusters of countries highlights that entrepreneurship enhances economic development, but the effects broken down by gender and motivations have particularities depending on the country. This study contributes to the literature in several ways, such as the comparative analysis, its large sample size and the emphasis on gender differences and entrepreneurs’ motivations.

Keyword : entrepreneurial activity, female entrepreneurship, male entrepreneurship, necessity-driven entrepreneurs, opportunity-driven entrepreneurs, economic development, clusters of countries

How to Cite
Rusu, V. D., Roman, A., Boghean, C., & Boghean, F. (2025). The role of entrepreneurship in enhancing economic development: the mediating role of gender and motivations. Journal of Business Economics and Management, 26(2), 316–337. https://doi.org/10.3846/jbem.2025.23696
Published in Issue
Apr 30, 2025
Abstract Views
0
PDF Downloads
0
Creative Commons License

This work is licensed under a Creative Commons Attribution 4.0 International License.

References

Achim, M. V., Borlea, S. N., & Văidean, V. L. (2019). Culture, entrepreneurship and economic development. An empirical approach. Entrepreneurship Research Journal, 11(1), Article 20180091. https://doi.org/10.1515/erj-2018-0091

Acs, Z. J., & Amorós, J. E. (2008). Entrepreneurship and competitiveness dynamics in Latin America. Small Business Economics, 31, 305–322. https://doi.org/10.1007/s11187-008-9133-y

Acs, Z. J., & Szerb, L. (2007). Entrepreneurship, economic growth and public policy. Small Business Economics, 28, 109–122. https://doi.org/10.1007/s11187-006-9012-3

Acs, Z. J., Audretsch, D. B., Braunerhjelm, P., & Carlsson, B. (2012). Growth and entrepreneurship. Small Business Economics, 39, 289–300. https://doi.org/10.1007/s11187-010-9307-2

Ali, J., Jabeen, Z., & Burhan, M. (2023). Measuring factors influencing entrepreneurial intention across gender in India: Evidence from Global Entrepreneurship Monitor (GEM) Database. Journal of Research in Marketing and Entrepreneurship, 25(1), 63–82. https://doi.org/10.1108/JRME-08-2021-0105

Allen, W. D., & Curington, W. P. (2014). The self-employment of men and women: What are their motivations? Journal of Labor Research, 35, 143–161. https://doi.org/10.1007/s12122-014-9176-6

Almobaireek, W. N., & Manolova, T. S. (2013). Entrepreneurial motivations among female university youth in Saudi Arabia. Journal of Business Economics and Management, 14(sup1), S56–S75. https://doi.org/10.3846/16111699.2012.711364

Amorós, J. E., Ciravegna, L., Mandakovic, V., & Stenholm, P. (2019). Necessity or opportunity? The effects of state fragility and economic development on entrepreneurial efforts. Entrepreneurship Theory and Practice, 43(4), 725–750. https://doi.org/10.1177/1042258717736857

Andrei, J. V., Chivu, L., Gogonea, R. M., Iacob, S. E., Patrascu, A., Popescu, C., Vasic, M., & Zaharia, M. (2021). Business demography and economic growth: Similarities and disparities in 10 European Union countries. Journal of Business Economics and Management, 22(5), 1160–1188. https://doi.org/10.3846/jbem.2021.15067

Angulo-Guerrero, M. J., Pérez-Moreno, S., & Abad-Guerrero, I. M. (2017). How economic freedom affects opportunity and necessity entrepreneurship in the OECD countries. Journal of Business Research, 73, 30–37. https://doi.org/10.1016/j.jbusres.2016.11.017

Aparicio, S., Urbano, D., & Audretsch, D. (2016). Institutional factors, opportunity entrepreneurship and economic growth: Panel data evidence. Technological Forecasting and Social Change, 102, 45–61. https://doi.org/10.1016/j.techfore.2015.04.006

Aslan, A., & Altinoz, B. (2021). The impact of natural resources and gross capital formation on economic growth in the context of globalization: Evidence from developing countries on the continent of Europe, Asia, Africa, and America. Environmental Science and Pollution Research, 28, 33794–33805. https://doi.org/10.1007/s11356-021-12979-7

Audretsch, D. B. (2007). Entrepreneurship capital and economic growth. Oxford Review of Economic Policy, 23, 63–78. https://doi.org/10.1093/oxrep/grm001

Audretsch, D. B., & Keilbach, M. (2008). Resolving the knowledge paradox: Knowledge-spillover entrepreneurship and economic growth. Research Policy, 37(10), 1697–1705. https://doi.org/10.1016/j.respol.2008.08.008

Audretsch, D. B., Acs, Z. J., Braunerhjelm, P., & Carlsson, B. (2006). Growth and entrepreneurship: An empirical assessment (CEPR Discussion Paper No. 5409). https://ssrn.com/abstract=893068

Audretsch, D. B., & Keilbach, M. (2007). The theory of knowledge spillover entrepreneurship. Journal of Management Studies, 44(7), 1242–1254. https://doi.org/10.1111/j.1467-6486.2007.00722.x

Banday, U. J., Murugan, S., & Maryam, J. (2021). Foreign direct investment, trade openness and economic growth in BRICS countries: Evidences from panel data. Transnational Corporations Review, 13(2), 211–221. https://doi.org/10.1080/19186444.2020.1851162

Bardasi, E., Sabarwal, S., & Terrell, K. (2011). How do female entrepreneurs perform? Evidence from three developing regions. Small Business Economics, 37, 417–441. https://doi.org/10.1007/s11187-011-9374-z

Bartos, V., Castro, S., Czura, K., & Opitz, T. (2023). Gendered access to finance: The role of team formation, idea quality, and implementation constraints in business evaluations (CESifo Working Paper No. 10719). SSRN. https://doi.org/10.2139/ssrn.4614739

Ben-Salha, O., Dachraoui, H., & Sebri, M. (2021). Natural resource rents and economic growth in the top resource-abundant countries: A PMG estimation. Resources Policy, 74, Article 101229. https://doi.org/10.1016/j.resourpol.2018.07.005

Blomquist, M., Chastain, E., Thickett, B., Unnikrishnan, S., & Woods, W. (2014). Bridging the entrepreneurship gender gap: The power of networks. Boston Consulting, Group.

Boghean, C., & State, M. (2021). Gender gap in entrepreneurship in some of OECD countries. The USV Annals of Economics and Public Administration, 21(2), 21–26. http://www.annals.seap.usv.ro/index.php/annals/article/view/1347/1067

Cardella, G. M., Hernández-Sánchez, B. R., & Sánchez-García, J. C. (2020). Women entrepreneurship: A systematic review to outline the boundaries of scientific literature. Frontiers in Psychology, 11, Article 536630. https://doi.org/10.3389/fpsyg.2020.01557

Carree, M. A., & Thurik, A. R. (2003). The impact of entrepreneurship on economic growth. In Z. J. Acs, & D. B. Audretsch (Eds.), Handbook of entrepreneurship research (pp. 437–471). Kluwer Academic Publishers. https://doi.org/10.1007/0-387-24519-7_17

Carree, M., Van Stel, A., Thurik, R., & Wennekers, S. (2002). Economic development and business ownership: An analysis using data of 23 OECD countries in the period 1976–1996. Small Business Economics, 19(3), 271–290. https://doi.org/10.1023/A:1019604426387

Chandra, A. (2010). Does government expenditure on education promote economic growth? An econometric analysis. University Library of Munich, Germany.

Chyne, R., & Syngkon, R. A. J. (2020). The mediating effect of motivation on human capital and performance: A study of women entrepreneurs in Meghalaya. SEDME (Small Enterprise Development Management & Extension Journal), 47(1), 53–63. https://doi.org/10.1177/0970846420930484

Coduras, A., & Autio, E. (2013). Comparing subjective and objective indicators to describe the national entrepreneurial context: the global entrepreneurship monitor and the global competitiveness index contributions. Investigaciones Regionals, 26, 47–74.

Coleman, S. (2007). The role of human and financial capital in the profitability and growth of women-owned small firms. Journal of Small Business Management, 45(3), 303–319. https://doi.org/10.1111/j.1540-627X.2007.00214.x

Conroy, T., & Low, S. A. (2022). Opportunity, necessity, and no one in the middle: A closer look at small, rural, and female-led entrepreneurship in the United States. Applied Economic Perspectives and Policy, 44(1), 162–196. https://doi.org/10.1002/aepp.13193

Cullen, J. B., Johnson, J. L., & Parboteeah, K. P. (2014). National rates of opportunity entrepreneurship activity: Insights from institutional anomie theory. Entrepreneurship Theory and Practice, 38(4), 775–806. https://doi.org/10.1111/etap.12018

Dileo, I., & García Pereiro, T. (2019). Assessing the impact of individual and context factors on the entrepreneurial process. A cross-country multilevel approach. International Entrepreneurship and Management Journal, 15(4), 1393–1441. https://doi.org/10.1007/s11365-018-0528-1

Doran, J., McCarthy, N., O’Connor, M., & Nsiah, C. (2018). The role of entrepreneurship in stimulating economic growth in developed and developing countries. Cogent Economics & Finance, 6(1). https://doi.org/10.1080/23322039.2018.1442093

Erken, H., Donselaar, P., & Thurik, A. R. (2009). Total factor productivity and the role of entrepreneurship (Tinbergen Institute Discussion Paper No. 2009-034/3). https://doi.org/10.2139/ssrn.1398767

Ferreira, J. J., Fayolle, A., Fernandes, C., & Raposo, M. (2017). Effects of Schumpeterian and Kirznerian entrepreneurship on economic growth: Panel data evidence. Entrepreneurship & Regional Development, 29(1–2), Article 2750. https://doi.org/10.1080/08985626.2016.1255431

Fritsch, M., & Wyrwich, M. (2017). The effect of entrepreneurship on economic development-an empirical analysis using regional entrepreneurship culture. Journal of Economic Geography, 17(1), 157–189. https://doi.org/10.1093/jeg/lbv049

Ge, T., Abbas, J., Ullah, R., Abbas, A., Sadiq, I., & Zhang, R. (2022). Women’s entrepreneurial contribution to family income: Innovative technologies promote females’ entrepreneurship amid COVID-19 crisis. Frontiers in Psychology, 13, Article 828040. https://doi.org/10.3389/fpsyg.2022.828040

Global Entrepreneurship Monitor. (2023). Global Entrepreneurship Monitor 2022/23 Women’s Entrepreneurship Report. https://www.gemconsortium.org/report/gem-20222023-womens-entrepreneurship-challenging-bias-and-stereotypes-2

Guzman, J., & Kacperczyk, A. O. (2019). Gender gap in entrepreneurship. Research Policy, 48(7), 1666–1680. https://doi.org/10.1016/j.respol.2019.03.012

Halabisky, D. (2018). Policy brief on women’s entrepreneurship (OECD SME and Entrepreneurship Papers, 8). OECD Publishing, Paris. https://doi.org/10.1787/dd2d79e7-en

Hechavarria, D., Bullough, A., Brush, C., & Edelman, L. (2019). High-growth women’s entrepreneurship: Fueling social and economic development. Journal of Small Business Management, 57(1), 5–13. https://doi.org/10.1111/jsbm.12503

Hedija, V., & Němec, D. (2021). Gender diversity in leadership and firm performance: Evidence from the Czech Republic. Journal of Business, Economics & Management, 22(1), 156–180. https://doi.org/10.3846/jbem.2020.13680

Hendratmi, A., Agustina, T. S., Sukmaningrum, P. S., & Widayanti, M. A. (2022). Livelihood strategies of women entrepreneurs in Indonesia. Heliyon, 8(9), Article e10520. https://doi.org/10.1016/j.heliyon.2022.e10520

Hitka, M., Lorincova, S., Rowland, Z., & Lipoldova, M. (2023). Motivation program in small and medium-sized manufacturing enterprises based on the preference for needs. Journal of Business Economics and Management, 24(3), 471–488. https://doi.org/10.3846/jbem.2023.19495

Jafari-Sadeghi, V. (2020). The motivational factors of business venturing: Opportunity versus necessity? A gendered perspective on European countries. Journal of Business Research, 113, 279–289. https://doi.org/10.1016/j.jbusres.2019.09.058

Jayachandran, S. (2020). Social norms as a barrier to women’s employment in developing countries. (NBER Working Paper 27449). https://doi.org/10.3386/w27449

Jeyhoon Tabar, F., Najafi, Z., & Sistani Badooei, Y. (2017). The impact of educational expenditures of government on economic growth of Iran. AD-minister, 30, 217–235. https://doi.org/10.17230/ad-minister.30.11

Jha, P., & Alam, M. M. (2022). Antecedents of women entrepreneurs’ performance: An empirical perspective. Management Decision, 60(1), 86–122. https://doi.org/10.1108/MD-07-2020-0849

Kara, O., Altinay, L., Bağiş, M., Kurutkan, M. N., & Vatankhah, S. (2023). Institutions and macroeconomic indicators: Entrepreneurial activities across the world. Management Decision, 62(4), 1238–1290. https://doi.org/10.1108/MD-04-2023-0490

Khder, M. B., Montornès, J., & Ragache, N. (2020). Irish GDP growth in 2015: A puzzle and propositions for a solution. Economie et Statistique / Economics and Statistics, (517-518-519), 173–190. https://doi.org/10.24187/ecostat.2020.517t.2026

Kingdom of Saudi Arabia, Ministry of Finance. (2015). Press release recent economic developments and highlights of fiscal years 1436/1437 (2015) & 1437/1438 (2016). https://www.saudiembassy.net/sites/default/files/u46/Ministry_of_Finance_2016_Budget_report.pdf

Laure Humbert, A., & Drew, E. (2010). Gender, entrepreneurship and motivational factors in an Irish context. International Journal of Gender and Entrepreneurship, 2(2), Article 173196. https://doi.org/10.1108/17566261011051026

Liñán, F., & Fernandez-Serrano, J. (2014). National culture, entrepreneurship and economic development: Different patterns across the European Union. Small Business Economics, 42, 685–701. https://doi.org/10.1007/s11187-013-9520-x

Mahajan, R., & Bandyopadhyay, K. R. (2021). Women entrepreneurship and sustainable development: select case studies from the sustainable energy sector. Journal of Enterprising Communities: People and Places in the Global Economy, 15(1), 42–75. https://doi.org/10.1108/JEC-11-2020-0184

Martínez-Rodríguez, I., Quintana-Rojo, C., Gento, P., & Callejas-Albinana, F. E. (2022). Public policy recommendations for promoting female entrepreneurship in Europe. International Entrepreneurship and Management Journal, 18(3), 1235–1262. https://doi.org/10.1007/s11365-021-00751-9

Minniti, M., & Lévesque, M. (2010). Entrepreneurial types and economic growth. Journal of Business Venturing, 25, 305–314. https://doi.org/10.1016/j.jbusvent.2008.10.002

Minniti, M., & Naudé, W. (2010). What do we know about the patterns and determinants of female entrepreneurship across countries?, European Journal of Development Research, 22, 277–293. https://doi.org/10.1057/ejdr.2010.17

Morazzoni, M., & Sy, A. (2022). Female entrepreneurship, financial frictions and capital misallocation in the US. Journal of Monetary Economics, 129, 93–118. https://doi.org/10.1016/j.jmoneco.2022.03.007

Morched, S., & Jarboui, A. (2018). Does female entrepreneurship add in economic growth? Evidence from twenty-five countries. Journal of Academic Finance, 9(2), 20–35. https://doi.org/10.59051/joaf.v9i2.164

Munyo, I., & Veiga, L. (2024). Entrepreneurship and economic growth. Journal of the Knowledge Economy, 15(1), 319–336. https://doi.org/10.1007/s13132-022-01032-8

Naudé, W. (2010). Entrepreneurship, developing countries, and development economics: New approaches and insights. Small Business Economics, 34, 1–12. https://doi.org/10.1007/s11187-009-9198-2

Naudé, W. (2011). Entrepreneurship is not a binding constraint on growth and development in the poorest countries. World Development, 39(1), 33–44. https://doi.org/10.1016/j.worlddev.2010.05.005

Naudé, W. (2013). Entrepreneurship and economic development: Theory, evidence and policy. Evidence and Policy (IZA Discussion Paper, 7507). https://doi.org/10.2139/ssrn.2314802

Organisation for Economic Co-operation and Development. (2012). Closing the gender gap: Act now. OECD Publishing, Paris. https://doi.org/10.1787/9789264179370-en

Organisation for Economic Co-operation and Development. (2016, October). Irish GDP up by 26.3% in 2015? Paris. https://www.almendron.com/tribuna/wp-content/uploads/2018/01/irish-gdp-up-in-2015-oecd.pdf

Ordeñana, X., Vera-Gilces, P., Zambrano-Vera, J., & Amaya, A. (2020). Does all entrepreneurship matter? The contribution of entrepreneurial activity to economic growth. Academia Revista Latinoamericana de Administración, 33(1), 25–48. https://doi.org/10.1108/ARLA-11-2018-0256

Peprah, A. A., & Adekoya, A. F. (2020). Entrepreneurship and economic growth in developing countries: Evidence from Africa. Business Strategy & Development, 3(3), 388–394. https://doi.org/10.1002/bsd2.104

Raghuvanshi, J., Agrawal, R., & Ghosh, P. K. (2017). Analysis of barriers to women entrepreneurship: The DEMATEL approach. The Journal of Entrepreneurship, 26(2), 220–238. https://doi.org/10.1177/0971355717708848

Rembeza, J., & Radlińska, K. (2021). Labor market discrimination – are women still more secondary workers? Journal of Business Economics and Management, 22(1), 77–97. https://doi.org/10.3846/jbem.2020.13648

Rietveld, C. A., & Patel, P. C. (2022). Gender inequality and the entrepreneurial gender gap: Evidence from 97 countries (2006–2017). Journal of Evolutionary Economics, 32, 1205–1229. https://doi.org/10.1007/s00191-022-00780-9

Rusu, V. D., & Roman, A. (2019). Drivers of entrepreneurial motivations: The role of institutional quality. Ekonomický časopis (Journal of Economics), 67(9), 973–994.

Sajjad, M., Kaleem, N., Chani, M. I., & Ahmed, M. (2020). Worldwide role of women entrepreneurs in economic development. Asia Pacific Journal of Innovation and Entrepreneurship, 14(2), 151–160. https://doi.org/10.1108/APJIE-06-2019-0041

Satti, S. L., Farooq, A., Loganathan, N., & Shahbaz, M. (2014). Empirical evidence on the resource curse hypothesis in oil abundant economy. Economic Modelling, 42, 421–429. https://doi.org/10.1016/j.econmod.2014.07.020

Schumpeter, J. A. (1911). The theory of economic development: An inquiry into profits, capital, credit, interest, and the business cycle. Transaction Books.

Schumpeter, J. A. (2000). Entrepreneurship as innovation. University of Illinois at Urbana-Champaign’s Academy for Entrepreneurial Leadership Historical Research Reference in Entrepreneurship. https://doi.org/10.1093/oso/9780198294627.003.0003

Setyaningrum, R. P., Norisanti, N., Fahlevi, M., Aljuaid, M., & Grabowska, S. (2023). Women and entrepreneurship for economic growth in Indonesia. Frontiers in Psychology, 13, Article 975709. https://doi.org/10.3389/fpsyg.2022.975709

Solesvik, M., Iakovleva, T. & Trifilova, A. (2019). Motivation of female entrepreneurs: A cross-national study. Journal of Small Business and Enterprise Development, 26(5), 684–705. https://doi.org/10.1108/JSBED-10-2018-0306

Stam, E., Hartog, C., Van Stel, A., & Thurik, R. (2011). Ambitious entrepreneurship, high-growth firms and macroeconomic growth. In M. Minniti (Ed.), The dynamics of entrepreneurship: Evidence from global entrepreneurship monitor data (pp. 231–249). Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199580866.003.0011

Staniewski, M. W., Janowski, K., & Awruk, K. (2016). Entrepreneurial personality dispositions and selected indicators of company functioning. Journal of Business Research, 69(5), 1939–1943. https://doi.org/10.1016/j.jbusres.2015.10.084

Stefanović, S., Ivanović-Đukić, M., Lepojević, V., & Ateljević, J. (2018). The influence of the motives of entrepreneurial activity on economic growth of developing countries in Southeast Europe. In J. Ateljević, & J. Budak (Eds.), Entrepreneurship in post-communist countries (pp. 11–28). Springer, Cham. https://doi.org/10.1007/978-3-319-75907-4_2

Stenholm, P., Acs, Z. J., & Wuebker, R. (2013). Exploring country-level institutional arrangements on the rate and type of entrepreneurial activity. Journal of Business Venturing, 28(1), 176–193. https://doi.org/10.4337/9781784718053.00030

Sternberg, R., & Wennekers, S. (2005). Determinants and effects of new business creation using global entrepreneurship monitor data. Small Business Economics, 24, 193–203. https://doi.org/10.1007/s11187-005-1974-z

Stoica, O., Roman, A., & Rusu, V. D. (2020). The nexus between entrepreneurship and economic growth: A comparative analysis on groups of countries. Sustainability, 12(3), Article 1186. https://doi.org/10.3390/su12031186

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). https://doi.org/10.1016/j.joitmc.2023.100088

Thurik, A. R. (2009). Entreprenomics: Entrepreneurship, economic growth and policy. Entrepreneurship, Growth and Public Policy, 10(6), 219–249. https://doi.org/10.1017/CBO9780511805950.011

Urbano, D., Aparicio, S., & Audretsch, D. B. (2019). The effect of entrepreneurial activity on economic growth. In Institutions, entrepreneurship, and economic performance. International studies in entrepreneurship, 41, 85–106. https://doi.org/10.1007/978-3-030-13373-3_4

Urbano, D., Audretsch, D., Aparicio, S., & Noguera, M. (2020). Does entrepreneurial activity matter for economic growth in developing countries? The role of the institutional environment. International Entrepreneurship and Management Journal, 16, 1065–1099. https://doi.org/10.1007/s11365-019-00621-5

Vadnjal, M. (2020). The role of human capital and social capital on the innovativeness of female entrepreneurs. International Journal of Value Chain Management, 11(4), 311–327. https://doi.org/10.1504/IJVCM.2020.111076

Valdez, M. E., & Richardson, J. (2013). Institutional determinants of macro–level entrepreneurship. Entrepreneurship Theory and Practice, 37(5), 1149–1175. https://doi.org/10.1111/etap.12000

Van Stel, A., Carree, M., & Thurik, R. (2005). The effect of entrepreneurial activity on national economic growth. Small Business Economics, 24, 311–321. https://doi.org/10.1007/s11187-005-1996-6

Veckalne, R., & Tambovceva, T. (2023). The importance of gender equality in promoting entrepreneurship and innovation. Marketing i menedžment innovacij, 14(1), 158–168. https://doi.org/10.21272/mmi.2023.1-14

Welsh, D. H., Kaciak, E., & Shamah, R. (2018). Determinants of women entrepreneurs’ firm performance in a hostile environment. Journal of Business Research, 88, 481–491. https://doi.org/10.1016/j.jbusres.2017.12.015

Wennekers, S., & Thurik, R. (1999). Linking entrepreneurship and economic growth. Small Business Economics, 13, 27–56. https://doi.org/10.1023/A:1008063200484

World Bank. (2021). Female entrepreneurship resource point – Introduction and module 1: Why gender matters. https://www.worldbank.org/en/topic/gender/publication/female-entrepreneurship-resource-point-introduction-and-module-1-why-gender-matters

World Bank. (2022). World Bank country and leading groups. https://datahelpdesk.worldbank.org/knowledgebase/articles/906519-world-bank-country-and-lending-groups

World Bank. (2023a). DataBank. Metadata glossary. https://databank.worldbank.org/metadataglossary/adjusted-net-savings/series/NY.GDP.TOTL.RT.ZS

World Bank. (2023b). The World Bank in Panama. https://www.worldbank.org/en/country/panama/overview

Yasmeen, H., Tan, Q., Zameer, H., Vo, X. V., & Shahbaz, M. (2021). Discovering the relationship between natural resources, energy consumption, gross capital formation with economic growth: Can lower financial openness change the curse into blessing. Resources Policy, 71, Article 102013. https://doi.org/10.1016/j.resourpol.2021.102013