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Analyzing the Link between Population Diversity, Population Growth, and Income: A Panel Data Study
Corresponding Author(s) : Irfan Aziz Al Firdaus
Journal of Indonesian Economy and Business,
Vol 41 No 1 (2026): January
Abstract
Introductions: Amidst shifting demographics across many countries, certain stylized facts related to fertility, population, and income have become less universally applicable as previously established empirical models of fertility were based on long-standing regularities—namely, the negative relationships between income and fertility as well as between women’s labor force participation and fertility—many of which are now being reconsidered in light of evolving demographic trends. Novelty: This research addresses a significant gap in the literature by providing a comprehensive analysis of the relationship between population diversity, population growth, and income growth, incorporating both time-varying and cross-country components. While existing studies have examined these factors individually, our study integrates them to offer a more complete understanding of their interactions. Methodology: We employ the system generalized method of moments (GMM), a dynamic panel estimation technique that helps address endogeneity and unobserved heterogeneity in panel data settings. Findings: Our findings reveal a positive correlation between population diversity and population growth, suggesting that diversity and migration contribute to population expansion through strategic interactions among ethnic groups competing for influence in society, fostering pro-birth policies. However, we also find a negative association between population diversity and income growth, indicating potential ethnic conflict and rent-seeking behavior. In highly diverse societies, rent-seeking can lead to underinvestment in public goods, while frequent ethnic conflict is linked to lower economic growth. Conclusion: This paper highlights the complex relationship between diversity, demographic trends, and economic outcomes, underscoring the need for further research on mitigating the adverse effects of diversity on income growth.
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- Ajide, K. B., Alimi, O. Y., & Asongu, S. A. (2019). Ethnic Diversity and Inequality in Sub-Saharan Africa: Do Institutions Reduce the Noise? Social Indicators Research, 145(3), 1033–1062. https://doi.org/10.1007/s11205-019-02122-y
- Alesina, A., & Ferrara, E. La. (2005). Ethnic Diversity and Economic Performance. Journal of Economic Literature, 43(3), 762–800. https://doi.org/10.1257/002205105774431243
- Ananta, A., Arifin, E. N., Purbowati, A., & Carnegie, P. J. (2023). Does diversity matter for development? New evidence of ethnic diversity’s mediation between internal migration and economic growth across Indonesia’s regions. Journal of Population Research, 40(3), 13. https://doi.org/10.1007/s12546-023-09304-z
- Ballard, P. J. (2019). Youth civic engagement and health, wellbeing, and safety: A review of research.
- Bond, S. R. (2002). Dynamic panel data models: a guide to micro data methods and practice. Portuguese Economic Journal, 1(2), 141–162. https://doi.org/10.1007/s10258-002-0009-9
- Brell, C., Dustmann, C., & Preston, I. (2020). The Labor Market Integration of Refugee Migrants in High-Income Countries. The Journal of Economic Perspectives, 34(1), 94–121. https://www.jstor.org/stable/26873531
- Cabrera, N., Deming, D., de Rugy, V., Gennetian, L. A., Haskins, R., Bowen Matthew, D., Reeves, R., Sawhill, I., Whitmore Schanzenbach, D., Simon, K., Stevens, K., Strain, M. R., Streeter, R., Sullivan, J., Bradford Wilcox, W., & Bauer, L. (2022). Rebalancing: Children first. https://www.brookings.edu/wp-content/uploads/2022/02/ES_20220228_Rebalancing_Children_First.pdf
- Canudas-Romo, V., Shen, T., & Payne, C. F. (2022). The Components of Change in Population Growth Rates. Demography, 59(2), 417–431. https://doi.org/10.1215/00703370-9765067
- Choudhury, A., & Sahu, S. (2022). Revisiting the nexus between fiscal decentralization and government size - The role of ethnic fragmentation. European Journal of Political Economy, 75, 102193. https://doi.org/https://doi.org/10.1016/j.ejpoleco.2022.102193
- Ciommi, M., Egidi, G., Salvia, R., Cividino, S., Rontos, K., & Salvati, L. (2020). Population Dynamics and Agglomeration Factors: A Non-Linear Threshold Estimation of Density Effects. Sustainability, 12(6), 2257. https://doi.org/10.3390/su12062257
- Collier, P. (2001). Implications of ethnic diversity. Economic Policy, 16(32), 128–166. https://doi.org/10.1111/1468-0327.00072
- DiRienzo, C. E., Das, J., & Burbridge, J. (2007). Does diversity impact competitiveness? A cross country analysis. Competitiveness Review: An International Business Journal, 17(3), 135–152. https://doi.org/10.1108/10595420710833543
- Doepke, M., Hannusch, A., Kindermann, F., & Tertilt, M. (2022). The Economics of Fertility: A New Era. National Bureau of Economic Research Working Paper Series, No. 29948. https://doi.org/10.3386/w29948
- Drazanova, L. (2020). Introducing the Historical Index of Ethnic Fractionalization (HIEF) Dataset: Accounting for Longitudinal Changes in Ethnic Diversity. Journal of Open Humanities Data. https://doi.org/10.5334/johd.16
- Easterly, W., & Levine, R. (1997). Africa’s Growth Tragedy: Policies and Ethnic Divisions*. The Quarterly Journal of Economics, 112(4), 1203–1250. https://doi.org/10.1162/003355300555466
- Fryer Jr., R. G., & Levitt, S. D. (2004). Understanding the Black-White Test Score Gap in the First Two Years of School. The Review of Economics and Statistics, 86(2), 447–464. https://doi.org/10.1162/003465304323031049
- Fukase, E. (2010). Revisiting Linkages between Openness, Education and Economic Growth: System GMM Approach. Journal of Economic Integration, 25(1), 194–223. https://doi.org/10.11130/jei.2010.25.1.194
- Fuligni, A. J. (2018). The Need to Contribute During Adolescence. Perspectives on Psychological Science, 14(3), 331–343. https://doi.org/10.1177/1745691618805437
- Gören, E. (2014). How Ethnic Diversity Affects Economic Growth. World Development, 59, 275–297. https://doi.org/https://doi.org/10.1016/j.worlddev.2014.01.012
- Gulczyński, M. (2023). Migration and Skewed Subnational Sex Ratios among Young Adults. Population and Development Review, 49(3), 681–706. https://doi.org/https://doi.org/10.1111/padr.12577
- Hasan, A. (2023). IMPACT OF FEMALE LABOR FORCE PARTICIPATION IN ECONOMIC DEVELOPMENT OF PAKISTAN. Reviews of Management Sciences, 5(1), 78–91. https://doi.org/10.53909/rms.05.01.0213
- Horvath, T., & Huber, P. (2019). Regional ethnic diversity and the employment prospects of immigrants. Regional Studies, 53(2), 272–282. https://doi.org/10.1080/00343404.2018.1462479
- Janus, T. (2013). The political economy of fertility. Public Choice, 155(3), 493–505. https://doi.org/10.1007/s11127-011-9879-7
- Klasen, S., & Nestmann, T. (2006). Population, Population Density and Technological Change. Journal of Population Economics, 19(3), 611–626. http://www.jstor.org/stable/20008031
- Levine, R., Loayza, N., & Beck, T. (2000). Financial intermediation and growth: Causality and causes. Journal of Monetary Economics, 46(1), 31–77. https://doi.org/https://doi.org/10.1016/S0304-3932(00)00017-9
- Lisenkova, K., Mérette, M., & Sánchez-Martínez, M. (2014). The Long-Term Economic Impact of Reducing Migration in the UK. National Institute Economic Review, 229(1), R22–R30. https://doi.org/10.1177/002795011422900103
- Luong, T. A. (2021). The impact of ethnic diversity on the quality of exports: evidence from China. Journal of Economic Studies, 48(7), 1323–1335. https://doi.org/10.1108/JES-08-2019-0367
- Murdoch, W. W., Chu, F.-I., Stewart-Oaten, A., & Wilber, M. Q. (2018). Improving wellbeing and reducing future world population. PLOS ONE, 13(9), e0202851-. https://doi.org/10.1371/journal.pone.0202851
- National Academies of Sciences, E. and M. (2020). Social Isolation and Loneliness in Older Adults: Opportunities for the Health Care System. The National Academies Press. https://doi.org/10.17226/25663
- National Academies of Sciences, E. and M. H. and M. D. B. on P. H. and P. H. P. (2023). Federal policy to advance racial, ethnic, and tribal health equity. In S. P. Burke, D. E. Polsky, & A. B. Geller (Eds.), Federal Policy to Advance Racial, Ethnic, and Tribal Health Equity. National Academies Press. https://doi.org/10.17226/26834
- OECD. (2020). All Hands In? Making Diversity Work for All. OECD Publishing. https://doi.org/10.1787/efb14583-en
- OECD/ILO. (2018). How Immigrants Contribute to Developing Countries’ Economies. OECD Publishing. https://doi.org/10.1787/9789264288737-en
- Ogbu, J. U., & Simons, H. D. (1998). Voluntary and Involuntary Minorities: A Cultural-Ecological Theory of School Performance with Some Implications for Education. Anthropology & Education Quarterly, 29(2), 155–188. http://www.jstor.org/stable/3196181
- Olzak, S. (2015). Ethnic, Racial, and Nationalist Movements. In J. D. Wright (Ed.), International Encyclopedia of the Social & Behavioral Sciences (Second Edition) (pp. 123–129). Elsevier. https://doi.org/https://doi.org/10.1016/B978-0-08-097086-8.32052-9
- Pancer, S. M. (2015). The Psychology of Citizenship and Civic Engagement. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199752126.001.0001
- Papyrakis, E., & Mo, P. H. (2014). Fractio-nalization, Polarization, And Economic Growth: Identifying The Transmission Channels. Economic Inquiry, 52(3), 1204–1218. https://doi.org/https://doi.org/10.1111/ecin.12070
- Parsons, B., & Naghshpour, S. (2023). Panel Data Analysis of Ethnic Fractionalization, Ethnic Tension, Religious Tension, and the Gini Coefficient. Journal of Economic Development, 48(4), 19–37. https://doi.org/10.35866/caujed.2023.48.4.002
- Peter, A., & Bakari, I. (2019). Impact of Population Growth on Economic Growth in Africa: A Dynamic Panel Data Approach (1980 -2015). SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3432263
- Peterson, E. W. F. (2017). The Role of Popula¬tion in Economic Growth. SAGE Open, 7(4), 2158244017736094. https://doi.org/10.1177/2158244017736094
- Rahman, M. M., Rana, R. H., & Barua, S. (2019). The drivers of economic growth in South Asia: evidence from a dynamic system GMM approach. Journal of Economic Studies, 46(3), 564–577. https://doi.org/10.1108/JES-01-2018-0013
- Reardon, S. F., & Portilla, X. A. (2016). Recent Trends in Income, Racial, and Ethnic School Readiness Gaps at Kindergarten Entry. AERA Open, 2(3), 2332858416657343. https://doi.org/10.1177/2332858416657343
- Rodríguez-Pose, A., & von Berlepsch, V. (2019). Does Population Diversity Matter for Economic Development in the Very Long Term? Historic Migration, Diversity and County Wealth in the US. European Journal of Population, 35(5), 873–911. https://doi.org/10.1007/s10680-018-9507-z
- Roodman, D. (2009). A Note on the Theme of Too Many Instruments*. Oxford Bulletin of Economics and Statistics, 71(1), 135–158. https://doi.org/https://doi.org/10.1111/j.1468-0084.2008.00542.x
- Rudolph, J. E., Zhong, Y., Duggal, P., Mehta, S. H., & Lau, B. (2023). Defining representativeness of study samples in medical and population health research. BMJ Medicine, 2(1), e000399. https://doi.org/10.1136/bmjmed-2022-000399
- Simanjuntak, M., & Shahirah, I. (2024). Indonesian Consumer Complaint Behavior Based on Ethnic Groups and Generations. Gadjah Mada International Journal of Business, 26(2). https://doi.org/10.22146/gamaijb.71143
- Soto, M. (2009). System GMM estimation with a small sample (395; Barcelona School of Economics Working Papers, Issue 395). Barcelona School of Economics. https://EconPapers.repec.org/RePEc:bge:wpaper:395
- Srivastava, A., & Maurya, R. (2015). High Imbalance Sex Ratio Enhanced Entrepre-neurship and Development. International Journal of Managerial Studies and Research, 3(9), 253–262. https://www.arcjournals.org/international-journal-of-managerial-studies-and-research/volume-3-issue-9/23
- Sulistyaningrum, E., & Michael Tjahjadi, A. (2022). Income Inequality in Indonesia: Which Aspects Cause the Most? Journal of Indonesian Economy and Business, 37(3), 229–253. https://doi.org/10.22146/jieb.v37i3.2015
- Suyanto, & Kotani, K. (2012). The Effect of Net Migration on the Population-Growth Relationship in Indonesia. Asian Journal of Empirical Research, 2(2), 62–72. https://archive.aessweb.com/index.php/5004/article/view/2802
- Thaddeus, K. J., Bih, D., Nebong, N. M., Ngong, C. A., Mongo, E. A., Akume, A. D., & Onwumere, J. U. J. (2022). Female labour force participation rate and economic growth in sub-Saharan Africa: “a liability or an asset.” Journal of Business and Socio-Economic Development, 2(1), 34–48. https://doi.org/10.1108/JBSED-09-2021-0118
- Vaccaro, A. (2022). Ethnic dominance and exclusion: Unpacking cross-national data (2022/25; WIDER Working Paper, Issue 2022/25). The United Nations University World Institute for Development Economics Research (UNU-WIDER). https://doi.org/10.35188/UNU-WIDER/2022/156-3
- Wursten, J., & Reich, M. (2021). Racial Inequality and Minimum Wages in Frictional Labor Markets (101–21; IRLE Working Paper).
- Xinyi, L. I. (2021). How Ethnic Diversity Affects Tax Capacity: Evidence from Finland and Sweden. Proceedings of the 2021 6th International Conference on Social Sciences and Economic Development (ICSSED 2021), 290–293. https://doi.org/10.2991/assehr.k.210407.058
- Zarra-Nezhad, M., Hasanvand, S., & Akbarzadeh, M. H. (2014). The Shadow Economy and Globalization: A Comparison Between Difference GMM and System GMM Approaches. International Journal of Business, 6, 41–57. https://api.semanticscholar.org/CorpusID:55272191