Aipime, Michelle (2026): Institutional Quality and Human Capital as Drivers of Non-Linear Export Complexity: Global Evidence.
Preview |
PDF
MPRA_paper_128954.pdf Download (241kB) | Preview |
Abstract
This study investigates the dynamic synergy between human capital, institutional quality and trade openness, and the impact of this synergy on export complexity across a global panel of 143 countries from 1998 to 2024. Utilising a two-step GMM estimator, the research identifies a substitution effect between labour quality and governance. Initial level estimations revealed an explosive path-dependency in trade structures (autoregressive coefficient of 1.14), necessitating a pivot to a firstdifference estimation. The preferred model indicates that while human capital and institutions independently drive complexity growth, their interaction is negative and significant, suggesting that education initially acts a a bypass mechanism for industrial sophistication in weak-institution economies. Furthermore, while long-term debt levels may signal structural stagnation, the level of capital access is found to be a significant catalyst for complexity expansion. These findings offer a new framework for improving economic complexity efficiently in developing economies.
| Item Type: | MPRA Paper |
|---|---|
| Original Title: | Institutional Quality and Human Capital as Drivers of Non-Linear Export Complexity: Global Evidence |
| Language: | English |
| Keywords: | Economic Complexity; Human Capital; Institutional Quality; HCT Nexus; Structural Transformation; International Trade; Trade Openness |
| Subjects: | F - International Economics > F1 - Trade > F14 - Empirical Studies of Trade I - Health, Education, and Welfare > I2 - Education and Research Institutions > I25 - Education and Economic Development I - Health, Education, and Welfare > I2 - Education and Research Institutions > I26 - Returns to Education J - Labor and Demographic Economics > J2 - Demand and Supply of Labor > J24 - Human Capital ; Skills ; Occupational Choice ; Labor Productivity O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O11 - Macroeconomic Analyses of Economic Development O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O14 - Industrialization ; Manufacturing and Service Industries ; Choice of Technology |
| Item ID: | 128954 |
| Depositing User: | Michelle Aipime |
| Date Deposited: | 15 May 2026 17:04 |
| Last Modified: | 15 May 2026 17:04 |
| References: | Acemoglu, Daron. 2025. “Nobel Lecture: Institutions, Technology, and Prosperity.” American Economic Review 115, no. 6 (June): 1709–1748. issn: 0002-8282, accessed April 20, 2026. https://doi.org/10.1257/aer.115.6.1709. https://www.aeaweb.org/articles?id=10.1257/aer.115.6.1709. Aghion, Philippe, Ingvild Almås, and Costas Meghir. 2025. Human Capital and Development. Working Paper, Working Paper Series 34602. National Bureau of Economic Research, December. https://doi.org/10.3386/w34602. http://www.nber.org/papers/w34602. Angrist, Noam, and Aisha Schnellmann. 2024. “Tackling the Global Learning Crisis.” Discusses "learning poverty" where 70% of children in developing nations cannot read by age 10 [5], BOLD - Blog on Learning and Development, https://boldscience.org/the-economist-tackling-the-global-learning-crisis/. Blundell, Richard, and Stephen Bond. 1998. “Initial conditions and moment restrictions in dynamic panel data models.” Journal of econometrics 87 (1): 115–143. Bui, Toan Ngoc. 2020. “Domestic credit and economic growth in ASEAN countries: A nonlinear approach.” International Transaction Journal of Engineering, Management, & Applied Sciences & Technologies 11 (2): 1–9. Cohen, Wesley M, Daniel A Levinthal, et al. 1990. “Absorptive capacity: A new perspective on learning and innovation.” Administrative science quarterly 35 (1): 128–152. Dowrick, Steve, and Jane Golley. 2004. “Trade openness and growth: who benefits?” Oxford review of economic policy 20 (1): 38–56. Feenstra, Robert C., Robert Inklaar, and Marcel P. Timmer. 2015. “The Next Generation of the Penn World Table.” American Economic Review 105 (10): 3150–3182. https://doi.org/10.1257/aer.20130954. https://www.aeaweb.org/articles?id=10.1257/aer.20130954. Fujii, Eiji. 2019. “What does trade openness measure?” Oxford Bulletin of Economics and Statistics 81 (4): 868–888. Henry, Michael, Richard Kneller, Chris Milner, and Sourafel Girma. 2012. “Do natural barriers affect the relationship between trade openness and growth?” Oxford Bulletin of Economics and Statistics 74 (1): 1–19. Hidalgo, César A., and Ricardo Hausmann. 2009. “The building blocks of economic complexity.” Proceedings of the National Academy of Sciences 106, no. 26 (June 30, 2009): 10570–10575. Accessed April 20, 2026. https://doi.org/10.1073/pnas.0900943106. https://www.pnas.org/doi/abs/10.1073/pnas.0900943106. Hidalgo, César A., and Viktor Stojkoski. 2026. The Theory of Economic Complexity, arXiv:2506.18829, February 7, 2026. Accessed April 20, 2026. https://doi.org/10.48550/arXiv.2506.18829. arXiv: 2506.18829[econ]. http://arxiv.org/abs/2506.18829. Huchet-Bourdon, Marilyne, Chantal Le Mouël, and Mariana Vijil. 2018. “The relationship between trade openness and economic growth: Some new insights on the openness measurement issue.” The World Economy 41 (1): 59–76. Lu, Mingtao, and Lian Liu. 2016. “Measuring Human Capital Based on Experience Productivity Profile with an International Comparison.” Working Paper, January 4, 2016. https://www.researchgate.net/publication/289355138_jiyujingyan-shengchanluquxianderenlizibenceduyuguojibijiao_Measuring_Human_Capital_Based_on_Experience-Productivity_Profile_with_an_International_Comparison. Lucas, Robert E. 1988. “On the mechanics of economic development.” Journal of Monetary Economics 22, no. 1 (July 1, 1988): 3–42. issn: 0304-3932, accessed April 20, 2026. https://doi.org/10.1016/0304-3932(88)90168-7. https://www.sciencedirect.com/science/article/pii/0304393288901687. North, Douglass C. 1990. Institutions, institutional change and economic performance. Cambridge university press. Odei, Samuel Amponsah, and Ivan Soukal. 2026. “Synergistic Effects of Human Capital and Institutional Quality on Digitalisation’s Impact on Technological Innovation in the Sustainable Economy.” Sustainable Technology and Entrepreneurship, 100128. OECD. 2025. Trends Shaping Education 2025. Citing how geopolitical and social inequalities aggravate learning gaps [1]. OECD Publishing. https://www.oecd.org/en/ publications/trends-shaping-education-2025_ee6587fd-en.html. Ogbeide-Osaretin, Evelyn Nwamaka, and Ifeanyi Shedrack. 2025. “The Credit Market Linkage in the Financial Mediation and Economic Development Connectivity.” Advanced Research in Economics and Business Strategy Journal 6 (2): 294–313. Robinson, James A, and Daron Acemoglu. 2012. Why nations fail: The origins of power, prosperity and poverty. Profile London. Romer, Paul M. 1994. “The Origins of Endogenous Growth.” Journal of Economic Perspectives 8, no. 1 (March): 3–22. issn: 0895-3309, accessed April 20, 2026. https://doi.org/10.1257/jep.8.1.3. https://www.aeaweb.org/articles?id=10.1257/jep.8.1.3.21 Solow, Robert M. 1956. “A contribution to the theory of economic growth.” The quarterly journal of economics 70 (1): 65–94. The Observatory of Economic Complexity (OEC). 2026. ECI Rankings (HS96) | The Observatory of Economic Complexity. https://oec.world/en/rankings/eci/hs6/hs96. Valverde-Carbonell, Jorge. 2025. “Rethinking the literature on economic complexity indexes.” Economic Analysis and Policy 87 (September 1, 2025): 123–145. issn: 0313-5926, accessed April 20, 2026. https://doi.org/10.1016/j.eap.2025.05.051. https://www.sciencedirect.com/science/article/pii/S0313592625002176. World Bank. 2024a. Domestic credit to private sector (% of GDP), WB_DCP_GDP. https://data.worldbank.org/indicator/FS.AST.PRVT.GD.ZS. World Bank. 2024b. Trade (% of GDP). https://data.worldbank.org/indicator/NE.TRD.GNFS.ZS. World Bank. 2025a. The Worldwide Governance Indicators: Revised Methodology for Measuring Governance Using Perception Data. Washington, DC: World Bank, September. https://govindicators.org. World Bank. 2025b. World Development Report 2025: Standards for Development. Highlights the role of domestic institutional standards in utilizing human capital for export growth [2, 3]. Washington, DC: The World Bank. https://openknowledge.worldbank.org/entities/series/47018b9f-dbfb-4ab1-a531-6a598c79a597. World Bank. 2025c. Worldwide Governance Indicators, 2025 Revision. https://www.govindicators.org. World Bank. 2026. Building Human Capital Where It Matters: Homes, Neighborhoods and Workplaces. Technical report. Analyzes declines in nutrition and learning outcomes between 2010 and 2025 [4]. The World Bank. |
| URI: | https://mpra.ub.uni-muenchen.de/id/eprint/128954 |

