The Interplay of Entrepreneurship, Investment, Credit, and Market Capitalization in Shaping Sustainable Economic Growth: An ARDL Approach for the United States
DOI:
https://doi.org/10.47743/saeb-2025-0038Keywords:
entrepreneurship, foreign direct investment, domestic credit, market capitalization, economic growth, U.S. economy, ARDL model, error correction model.Abstract
This study explores the interplay between entrepreneurship, foreign direct investment (FDI), domestic credit, and market capitalization in driving sustainable economic growth in the United States from 2001 to 2023. It aims to provide valuable insights for policymakers to understand how these factors collectively influence economic performance. The study employs an Autoregressive Distributed Lag (ARDL) model to analyze the long- and short-term relationships between the variables. An error correction model (ECM) is also used to investigate the speed of adjustment towards long-run equilibrium. Data for the analysis covering key economic indicators such as GDP, early-stage entrepreneurial activity, FDI, credit, and market capitalization. The results indicate that entrepreneurship (TEA) has a consistently positive impact on economic growth across all lags. FDI shows a positive effect in the current period, though its lagged effects are weaker. Domestic credit to the private sector, while significant, has a negative short-term effect on GDP growth, suggesting that credit allocation inefficiencies may hinder growth. Market capitalization exhibits a strong positive effect, underlining the importance of well-developed financial markets for economic expansion. The error correction model suggests that adjustments towards long-term equilibrium are slow, highlighting areas for policy intervention. This paper contributes to the understanding of how key economic factors interact to influence sustainable growth, particularly by emphasizing the role of entrepreneurship and market capitalization. The findings are relevant for policymakers seeking to foster long-term economic growth in the U.S., as well as for future research on economic development dynamics.
References
Abid, I. (2025a). Balancing Growth and Sustainability: The Role of Economic Factors in Adjusted Net Savings in South Asia. International Journal of Sustainable Development and Planning, 20(4), 1487-1497. http://dx.doi.org/10.18280/ijsdp.200412
Abid, I. (2025b). Drivers of Labor Force Participation and Economic Growth in Gulf Cooperation Countries Region: A Dynamic Panel Analysis. International Journal of Sustainable Development and Planning, 20(5), 2065-2077. http://dx.doi.org/10.18280/ijsdp.200523
Abid, I. (2025c). Employment Trends and Economic Factors in MENA Region: An ARDL Approach. International Journal of Innovative Research and Scientific Studies, 8(2), 4334-4344. http://dx.doi.org/10.53894/ijirss.v8i2.6306
Abid, I. (2025d). Exploring the Role of Artificial Intelligence (AI) Innovation in Economic Performance: Evidence from East Asia. International Journal of Innovative Research and Scientific Studies, 8(2), 3665-3677. http://dx.doi.org/10.53894/ijirss.v8i2.6070
Abid, I. (2025e). The Role of Economic and Environmental Variables in Green Growth: Evidence from Saudi Arabia. . Engineering, Technology & Applied Scientific Research, 15(1), 20433-20439. http://dx.doi.org/10.48084/etasr.9836
Abid, I., & Gafsi, N. (2025). Economic Complexity, Environmental Sustainability, and Technological Integration in Saudi Arabia: Analyzing Long-Term Trends. International Journal of Energy Economics and Policy, 15(3), 669-683. http://dx.doi.org/10.32479/ijeep.18806
Abid, I., Hechmi, S., & Chaabouni, I. (2024). Impact of Energy Intensity and CO2 Emissions on Economic Growth in Gulf Cooperation Council Countries. Sustainability, 16(23), 10266. http://dx.doi.org/10.3390/su162310266
Acs, Z. J., Audretsch, D. B., & Lehmann, E. E. (2013). The Knowledge Spillover Theory of Entrepreneurship. Small Business Economics, 41(4), 757-774. http://dx.doi.org/10.1007/s11187-013-9505-9
Akaike, H. (1974). A New Look at the Statistical Model Identification. IEEE Transactions on Automatic Control, 19(6), 716-723. http://dx.doi.org/10.1109/TAC.1974.1100705
Alfaro, L., Chanda, A., Kalemli-Ozcan, S., & Sayek, S. (2004). FDI and Economic Growth: The Role of Local Financial Markets. Journal of International Economics, 64(1), 89-112. http://dx.doi.org/10.1016/S0022-1996(03)00081-3
Asteriou, D., & Hall, S. G. (2016). Applied Econometrics (3rd ed.). London: Macmillan Education UK. http://dx.doi.org/10.1057/978-1-137-41547-9
Audretsch, D. B., & Thurik, A. R. (2003). Entrepreneurship, Industry Evolution and Economic Growth Austrian Economics and Entrepreneurial Studies (Vol. 6, pp. 39-56): Emerald Group Publishing Limited. http://dx.doi.org/10.1016/S1529-2134(03)06003-4
Bahmani-Oskooee, M., & Brooks, T. J. (1999). Bilateral J-Curve between U.S. and Her Trading Partners. Weltwirtschaftliches Archiv, 135(1), 156-165.
Baumol, D. (1990). A Modest (Pension Investment) Proposal. Journal of Portfolio Management, 17(1), 27-29. http://dx.doi.org/10.3905/jpm.1990.409306
Beck, T., Levine, R., & Loayza, N. (2000). Finance and the Sources of Growth. Journal of Financial Economics, 58(1-2), 261-300. http://dx.doi.org/10.1016/S0304-405X(00)00072-6
Bencivenga, V. R., & Smith, B. D. (1991). Financial Intermediation and Endogenous Growth. The Review of Economic Studies, 58(2), 195-209. http://dx.doi.org/10.2307/2297964
Borensztein, E., De Gregorio, J., & Lee, J. W. (1998). How Does Foreign Direct Investment Affect Economic Growth? Journal of International Economics, 45(1), 115-135. http://dx.doi.org/10.1016/S0022-1996(97)00033-0
Bosma, N., Hill, S., & Consortium, G. E. M. (2023). Global Entrepreneurship Monitor Annual Report 2023. Retrieved from https://www.gemconsortium.org/
Breusch, T. S. (1978). Testing for Autocorrelation in Dynamic Linear Models. Australian Economic Papers, 17(31), 334-355. http://dx.doi.org/10.1111/j.1467-8454.1978.tb00635.x
Breusch, T. S., & Pagan, A. R. (1979). A Simple Test for Heteroskedasticity and Random Coefficient Variation. Econometrica, 47(5), 1287-1294. http://dx.doi.org/10.2307/1911963
Brown, R. L., Durbin, J., & Evans, J. M. (1975). Techniques for Testing the Constancy of Regression Relationships Over Time. Journal of the Royal Statistical Society. Series B, Statistical Methodology, 37(2), 149-163. http://dx.doi.org/10.1111/j.2517-6161.1975.tb01532.x
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 (Vol. 1). Boston, MA: Springer. http://dx.doi.org/10.1007/0-387-24519-7_17
Cecchetti, S. G., & Kharroubi, E. (2012). Reassessing the Impact of Finance on Growth. Retrieved from https://www.bis.orgpubl/work381.htm
Cecchetti, S. G., & Kharroubi, E. (2019). Why Does Credit Growth Crowd Out Real Economic Growth? . The Manchester School, 87(S1). http://dx.doi.org/10.1111/manc.12295
Chaabouni, I., & Abid, I. (2025). Key Drivers of Energy Consumption in the Gulf Cooperation Council Countries: A Panel Analysis. . Engineering, Technology & Applied Scientific Research, 15(2), 21627-21632. http://dx.doi.org/10.48084/etasr.10233
Demirgüç-Kunt, A., & Levine, R. (2001). Financial Structure and Economic Growth: A Cross-Country Comparison of Banks, Markets, and Development. Cambridge, Massachusetts, London, England: MIT press. http://dx.doi.org/10.7551/mitpress/3001.001.0001
Dickey, D. A., & Fuller, W. A. (1979). Distribution of the Estimators for Autoregressive Time Series with a Unit Root. Journal of the American Statistical Association, 74(366), 427-431. http://dx.doi.org/10.2307/2286348
Durbin, J., & Watson, G. S. (1950). Testing for Serial Correlation in Least Squares Regression. I. Biometrika, 37(3-4), 409-428. http://dx.doi.org/10.1093/biomet/37.3-4.409
Engle, R. F., & Granger, C. W. (1987). Cointegration and Error Correction: Representation, Estimation, and Testing. Econometrica, 55(2), 251-276. http://dx.doi.org/10.2307/1913236
Johansen, S. (1988). Statistical Analysis of Cointegration Vectors. Journal of Economic Dynamics & Control, 12(2-3), 231-254. http://dx.doi.org/10.1016/0165-1889(88)90041-3
Kirzner, I. M. (1973). Competition and Entrepreneurship. Retrieved from University of Illinois at Urbana-Champaign's Academy for Entrepreneurial Leadership Historical Research Reference in Entrepreneurship: https://ssrn.com/abstract=1496174
Levine, R., & Zervos, S. (1998). Stock Markets, Banks, and Economic Growth. The American Economic Review, 88(3), 537-558.
OECD. (2023). Foreign Direct Investment in the Digital Era (Publication no. 10.1787/fdi-digital-era-2023-). from OECD Publishing
Pagano, M. (1993). Financial Markets and Growth: An Overview. European Economic Review, 37(2–3), 613-622. http://dx.doi.org/10.1016/0014-2921(93)90051-B
Pesaran, M. H., Shin, Y., & Smith, R. J. (2001). Bounds Testing Approaches to the Analysis of level Relationships. Journal of applied econometrics, 16(3), 289-326. http://dx.doi.org/10.1002/jae.616
Rajan, R. G., & Zingales, L. (2001). Financial Systems, Industrial Structure, and Growth. Oxford Review of Economic Policy, 17(4), 467-482. http://dx.doi.org/10.1093/oxrep/17.4.467
Schumpeter, J. A., & Swedberg, R. (2021). The theory of Economic Development (1st ed.). London: Routledge. http://dx.doi.org/10.4324/9781003146766
Schwarz, G. (1978). Estimating the Dimension of a Model. The annals of statistics, 6(2), 461-464.
Shapiro, S. S., & Wilk, M. B. (1965). An Analysis of Variance Test for Normality (Complete Samples). Biometrika, 52(3–4), 591-611. http://dx.doi.org/10.1093/biomet/52.3-4.591
UNCTAD. (2023). World Investment Report 2023: Trends and challenges. Retrieved from New York, United States of America: https://unctad.org
Urbano, D., Aparicio, S., & Audretsch, D. B. (2019). The Effect of Entrepreneurial Activity on Economic Growth. In D. Urbano, S. Aparicio, & D. B. Audretsch (Eds.), Institutions, Entrepreneurship, and Economic Performance (Vol. 41, pp. 85-106). Cham: Springer International Publishing. http://dx.doi.org/10.1007/978-3-030-13373-3_4
Wennekers, S., & Thurik, R. (1999). Linking Entrepreneurship and Economic Growth. Small Business Economics, 13(1), 27-56. http://dx.doi.org/10.1023/A:1008063200484
White, H. (1980). A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity. Econometrica, 48(4), 817-838. http://dx.doi.org/10.2307/1912934
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Ihsen Abid

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
All accepted papers are published on an Open Access basis.
The Open Access License is based on the Creative Commons license.
The non-commercial use of the article will be governed by the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License as currently displayed on https://creativecommons.org/licenses/by-nc-nd/4.0
Under the Creative Commons Attribution-NonCommercial-NoDerivatives license, the author(s) and users are free to share (copy, distribute and transmit the contribution) under the following conditions:
1. they must attribute the contribution in the manner specified by the author or licensor,
2. they may not use this contribution for commercial purposes,
3. they may not alter, transform, or build upon this work.


