The effect of economic freedom, economic complexity and population growth rate on per capita income
Abstract:
Purpose: This study investigates the effects of economic freedom, economic complexity, and population growth on per capita income across different groups of countries classified by income level, namely, high-, upper-middle-, lower-middle-, and low-income countries.
Methodology: This study applies panel data regression using a cross-sectional dataset covering 102 countries. Per capita income is employed as the dependent variable, while the independent variables consist of indicators of economic freedom, complexity, and population growth. Separate analyses were conducted for each income group to identify heterogeneous impacts.
Results: The findings revealed diverse effects across income levels. In high-income countries, only trade freedom significantly and positively influences the per-capita income. For upper-middle-income countries, none of the variables demonstrated significant effects. In lower-middle-income countries, monetary freedom is positively related to per capita income, whereas economic complexity is negatively related. In low-income countries, business freedom is the only factor that significantly enhances per capita income. Collectively, all independent variables significantly influenced per capita income across all income groups, with adjusted R² values ranging from 28.2% to 59.6%.
Conclusions: The study concludes that the drivers of per-capita income vary across income classifications. The structural differences among country groups necessitate context-specific policy approaches rather than one-size-fits-all strategies.
Limitations: The use of secondary cross-sectional data and a limited set of explanatory variables may not capture the full dynamics influencing income levels.
Contribution: This research enriches the discourse on economic development by offering empirical evidence of differentiated impacts across income groups, providing valuable insights for policymakers in designing tailored economic strategies.
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Adil, A., Sapar, S., & Jasman, J. (2023). The effect of job appraisal and job training on employee performance at PT. Bank Sulselbar Luwu. Journal of Multidisciplinary Academic Business Studies, 1(1), 71-82. doi:https://doi.org/10.35912/jomabs.v1i1.1816
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Hussain, M. E., & Haque, M. (2016). Impact of economic freedom on the growth rate: A panel data analysis. Economies, 4(2), 5. doi:https://doi.org/10.3390/economies4020005
Kurbani, A., Novalia, N., & Nuarly, M. (2023). The effect of health, spatial planning and work discipline on employee work effectiveness. Journal of Multidisciplinary Academic and Practice Studies, 1(2), 71-80. doi:https://doi.org/10.35912/jomaps.v1i2.1619
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Manurung, A., & Putro, U. (2024). Decision Analysis of ANH Gas Field Using Value Focused Thinking and AHP. Jurnal Bisnis dan Pemasaran Digital, 3(2), 155-173. doi:https://doi.org/10.35912/jbpd.v3i2.4516
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Qi, D., Ali, A., Li, T., Chen, Y.-C., & Tan, J. (2022). RETRACTED: An empirical analysis of the impact of higher education on economic growth: The case of China. Frontiers in Psychology, 13, 959026. doi:https://doi.org/10.3389/fpsyg.2022.959026
Ramanayake R.A, K. (2020). Empirical Discussion of Technological Accumulation and Solow Growth Theory. SSRN Electronic Journal. doi:https://doi.org/10.2139/ssrn.3609294
Sari, N. K., Susilowati, D., & Arifin, Z. (2020). Analisis Pertumbuhan Ekonomi, Pendidikan dan Indeks Pembangunan Manusia Terhadap Tingkat Kemiskinan di Madura. Jurnal Ilmu Ekonomi, 4(3), 577-590. doi:https://doi.org/10.22219/jie.v4i3.12884
Sutama, I. K. G., Dewi, N. D. U., & Rahayu, L. R. (2024). Community Based Tourism sebagai Salah Satu Konsep Pengembangan Pariwisata. Jurnal Studi Perhotelan dan Pariwisata, 2(1), 47-55. doi:https://doi.org/10.35912/jspp.v2i1.2042
Thalib, M. A., Kuntuamas, M. J. A., Umar, T. P. A., & Sulastri, R. D. (2023). Potret Praktik Akuntansi oleh Pengusaha Kos-kosan berbasis Nilai Budaya Lokal. Jurnal Bisnis dan Pemasaran Digital, 2(2), 71-83. doi:https://doi.org/10.35912/jbpd.v2i2.2573
Todaro, M. P., & Smith, S. C. (2009). Economic development: Pearson education.
Wa, A. R. M., Desriyantika, E., Hasbullah, H., Et, M. R., & Indrianni, S. (2024). The influence of motivation and work environment on employee performance in the national unity and political agency of Bandar Lampung City. Global Academy of Multidisciplinary Studies, 1(1), 59-73. doi:https://doi.org/10.35912/gams.v1i1.3375
Wijayanti, S., & Wahyudi, M. S. (2025). Analysis of the Solow Economic Growth Model in ASEAN-5 Countries. Jurnal Ilmu Ekonomi JIE, 9(03), 286-294. doi:https://doi.org/10.22219/jie.v9i03.40568
- Adil, A., Sapar, S., & Jasman, J. (2023). The effect of job appraisal and job training on employee performance at PT. Bank Sulselbar Luwu. Journal of Multidisciplinary Academic Business Studies, 1(1), 71-82. doi:https://doi.org/10.35912/jomabs.v1i1.1816
- Ahmad, A., Ahmad, N., & Ali, S. (2013). Exchange Rate and Economic Growth in Pakistan (1975-2011). Journal of Basic and Applied Scientific Research, 3(8), 740-746.
- Barro, R. J., & Sala-i-Martin, X. (1992). Convergence. Journal of political economy, 100(2), 223-251. doi:https://doi.org/10.1086/261816
- Bongaarts, J. (2009). Human population growth and the demographic transition. Philosophical Transactions of the Royal Society B: Biological Sciences, 364(1532), 2985-2990. doi:https://doi.org/10.1098/rstb.2009.0137
- Brunow, S., Nijkamp, P., & Poot, J. (2015). Chapter 19 - The Impact of International Migration on Economic Growth in the Global Economy. Handbook of the Economics of International Migration, 1, 1027-1075. doi:https://doi.org/10.1016/B978-0-444-53768-3.00019-9
- Dwiyanti, N. M. C., Luh Putu Agustini Karta, N., Cintya, N. P., & Bendesa, I. N. G. P. (2023). Strategi Pemasaran Museum Gunung Api Batur sebagai Daya Tarik Wisata Edukasi di Kabupaten Bangli. Jurnal Studi Perhotelan dan Pariwisata, 2(1), 37-45. doi:https://doi.org/10.35912/jspp.v2i1.2565
- Endi, A. C., Fanggidae, R. E., & Ndoen, W. M. (2023). The effect of religiosity and spirituality on financial behavior district. Journal of Multidisciplinary Academic and Practice Studies, 1(1), 45-53. doi:https://doi.org/10.35912/jomaps.v1i1.1455
- Ferrarini, B., & Scaramozzino, P. (2016). Production complexity, adaptability and economic growth. Structural change and economic dynamics, 37, 52-61. doi:https://doi.org/10.1016/j.strueco.2015.12.001
- Firdaus, M. (2011). Aplikasi Ekonometrika untuk Data Panel dan Time Series. Bogor: IPB Press.
- Gu, D., Andreev, K., & Dupre, M. E. (2021). Major trends in population growth around the world. China CDC weekly, 3(28), 604. doi:https://doi.org/10.46234/ccdcw2021.160
- Gujarati, D. N., & Porter, D. C. (2012). Basic econometrics: New York The McGraw-Hill, Inc.
- Gwartney, J. (2008). Economic Freedom of the World: 2008 Annual Report. Canada: The Fraser Institute.
- Hartmann, D., Guevara, M. R., Jara-Figueroa, C., Aristarán, M., & Hidalgo, C. A. (2017). Linking economic complexity, institutions, and income inequality. World Development, 93, 75-93. doi:https://doi.org/10.1016/j.worlddev.2016.12.020
- Hidalgo, C. A., & Hausmann, R. (2009). The building blocks of economic complexity. Proceedings of the national academy of sciences, 106(26), 10570-10575. doi:https://doi.org/10.1073/pnas.0900943106
- Hussain, M. E., & Haque, M. (2016). Impact of economic freedom on the growth rate: A panel data analysis. Economies, 4(2), 5. doi:https://doi.org/10.3390/economies4020005
- Kurbani, A., Novalia, N., & Nuarly, M. (2023). The effect of health, spatial planning and work discipline on employee work effectiveness. Journal of Multidisciplinary Academic and Practice Studies, 1(2), 71-80. doi:https://doi.org/10.35912/jomaps.v1i2.1619
- Lincoln, Y. S. (1998). The ethics of teaching in qualitative research. Qualitative Inquiry, 4(3), 315-327. doi:https://doi.org/10.1177/107780049800400301
- Liny, L., & Purnama, E. D. (2024). Towards the financial well-being of Gen-Z: A study at Tri Ratna School – Jakarta with Locus of Control as a mediation variable. Global Academy of Business Studies, 1(2), 105-113. doi:https://doi.org/10.35912/gabs.v1i2.3390
- Manurung, A., & Putro, U. (2024). Decision Analysis of ANH Gas Field Using Value Focused Thinking and AHP. Jurnal Bisnis dan Pemasaran Digital, 3(2), 155-173. doi:https://doi.org/10.35912/jbpd.v3i2.4516
- Miller, T., Holmes, K. R., & Feulner, E. J. (2012). Highlights of the 2012 Index of Economic Freedom: Promoting Economic Opportunity and Prosperity. Heritage Foundation and The Wall Street Journal.[2012]. URL: https://thf_media. s3. amazonaws. com/index/pdf/2012/Index2012-Highlights. pdf.
- Peterson, E. W. F. (2017). The role of population in economic growth. Sage Open, 7(4), 2158244017736094. doi:https://doi.org/10.1177/2158244017736094
- Qi, D., Ali, A., Li, T., Chen, Y.-C., & Tan, J. (2022). RETRACTED: An empirical analysis of the impact of higher education on economic growth: The case of China. Frontiers in Psychology, 13, 959026. doi:https://doi.org/10.3389/fpsyg.2022.959026
- Ramanayake R.A, K. (2020). Empirical Discussion of Technological Accumulation and Solow Growth Theory. SSRN Electronic Journal. doi:https://doi.org/10.2139/ssrn.3609294
- Sari, N. K., Susilowati, D., & Arifin, Z. (2020). Analisis Pertumbuhan Ekonomi, Pendidikan dan Indeks Pembangunan Manusia Terhadap Tingkat Kemiskinan di Madura. Jurnal Ilmu Ekonomi, 4(3), 577-590. doi:https://doi.org/10.22219/jie.v4i3.12884
- Sutama, I. K. G., Dewi, N. D. U., & Rahayu, L. R. (2024). Community Based Tourism sebagai Salah Satu Konsep Pengembangan Pariwisata. Jurnal Studi Perhotelan dan Pariwisata, 2(1), 47-55. doi:https://doi.org/10.35912/jspp.v2i1.2042
- Thalib, M. A., Kuntuamas, M. J. A., Umar, T. P. A., & Sulastri, R. D. (2023). Potret Praktik Akuntansi oleh Pengusaha Kos-kosan berbasis Nilai Budaya Lokal. Jurnal Bisnis dan Pemasaran Digital, 2(2), 71-83. doi:https://doi.org/10.35912/jbpd.v2i2.2573
- Todaro, M. P., & Smith, S. C. (2009). Economic development: Pearson education.
- Wa, A. R. M., Desriyantika, E., Hasbullah, H., Et, M. R., & Indrianni, S. (2024). The influence of motivation and work environment on employee performance in the national unity and political agency of Bandar Lampung City. Global Academy of Multidisciplinary Studies, 1(1), 59-73. doi:https://doi.org/10.35912/gams.v1i1.3375
- Wijayanti, S., & Wahyudi, M. S. (2025). Analysis of the Solow Economic Growth Model in ASEAN-5 Countries. Jurnal Ilmu Ekonomi JIE, 9(03), 286-294. doi:https://doi.org/10.22219/jie.v9i03.40568