Interlinkages Between Economic Growth and Human Development in India
A State-Level Analysis
DOI:
https://doi.org/10.55763/ippr.2024.05.01.003Abstract
This study explores the relationship between economic growth and non-income components (health and education) of the Human Development Index (HDI) for 26 Indian states during the period from 1990 to 2019. By applying the auto-regressive distributed lag (ARDL) model and Dumitrescu and Hurlin panel causality technique, the study identified a strong two-way relationship between economic growth and non-income components in the long run. Public expenditure on health and education did not impact human development outcomes, whereas total expenditure (public and private) did. However, public expenditure on health is crucial in ameliorating households’ financial burden and preventing impoverishment due to catastrophic health expenditure. Furthermore, the analysis of the relationship between different educational levels (primary, secondary, and tertiary education) and the gross state sectoral value added revealed that while education limited to the primary level had no discernible influence on economic activity, secondary and higher education played a pivotal role in determining sectoral economic activity. Secondary education positively influenced agriculture and manufacturing, while higher education significantly shaped the services sector. The impact of higher education on services was four times greater than that of secondary education on manufacturing.
Keywords:
Economic Growth, Human Development, Autoregressive Distributed Lag, Causality, Education, HealthDownloads
References
Ali, J., & Khan, W. (2022). Factors affecting access to clean cooking fuel among rural households in India during COVID-19 pandemic. Energy for Sustainable Development, 67(April 2002), 102–111. https://doi.org/10.1016%2Fj.esd.2022.01.006
An, C.B., & Jeon, S.-H. (2006). Demographic change and economic growth: An inverted-U shape relationship. Economics Letters, 92(3), 447–454. https://doi.org/10.1016/j.econlet.2006.03.030
Anand, S., & Ravallion, M. (1993). Human development in poor countries: On the role of private incomes and public services. Journal of Economic Perspectives, 7(1), 133–150. https://doi.org/10.1257/jep.7.1.133
Arora, S. (2001). Health, human productivity, and long-term economic growth. The Journal of Economic History, 61(3), 699–749. http://www.jstor.org/stable/2698133
Asteriou, D., & Agiomirgianakis, G. M. (2001). Human capital and economic growth. Journal of Policy Modeling, 23(5), 481–489. https://doi.org/10.1016/S0161-8938(01)00054-0
Baldacci, E., Cui, Q., Clements, B. J., & Gupta, S. (2004). Social spending, human capital, and growth in developing countries: Implications for achieving the MDGs. IMF Working Papers, 04(217), 1. https://doi.org/10.5089/9781451875140.001
Barro, R. J. (1991). Economic growth in a cross section of countries. The Quarterly Journal of Economics, 106(2), 407–443. https://doi.org/10.2307/2937943
Barro, R.J. (1996). Determinants of economic growth: A cross-country empirical study. NBER Working Papers 5698, National Bureau of Economic Research, Inc.
Barro, R., & Lee, J.W. (2000). International data on educational attainment updates and implications (WP 7911). National Bureau of Economic Research. https://doi.org/10.3386/w7911
Barro, R.J. & Sala-i-Martin, X. (2004) Economic growth. 2nd Edition, MIT, Cambridge.
Bassanini, A., & Scarpetta, S. (2002). Does human capital matter for growth in OECD countries? A pooled mean-group approach. Economics Letters, 74(3), 399–405. https://doi.org/10.1016/S0165-1765(01)00569-9
Benhabib, J., & Spiegel, M. M. (1994). The role of human capital in economic development: Evidence from aggregate cross-country data. Journal of Monetary Economics, 34(2), 143–173. https://10.1016/0304-3932(94)90047-7
Bhargava, A., Jamison, D. T., Lau, L. J., & Murray, C. J. L. (2001). Modeling the effects of health on economic growth. Journal of Health Economics, 20(3), 423–440. https://doi.org/10.1016/S0167-6296(01)00073-X
Biswas, B. (2002). The effects of economic growth and public support of health services on longevity: A panel data analysis. Utah State University, Department of Economics.
Bloom, D. E., Canning, D., & Sevilla, J. (2004). The effect of health on economic growth: A production function approach. World Development, 32(1), 1–13. https://doi.org/10.1016/j.worlddev.2003.07.002
Bloom, D. E., Canning, D., Hu, L., Liu, Y., Mahal, A., & Yip, W. (2010). The contribution of population health and demographic change to economic growth in China and India. Journal of Comparative Economics, 38(1), 17–33. https://doi.org/10.1016/j.jce.2009.11.002
Bloom, D. E., Kuhn, M., & Prettner, K. (2018). Health and economic growth. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3301688
Breitung, J. (2000). The local power of some unit-root tests for panel data. In B. Baltagi (Ed.), Nonstationary panels, panel cointegration, and dynamic panels, advances in econometrics (Vol. 15, pp. 161-178). JAI, Amsterdam.
Case, A., Fertig, A., & Paxson, C. (2005). The lasting impact of childhood health and circumstance. Journal of Health Economics, 24(2), 365–389. https://doi.org/10.1016/j.jhealeco.2004.09.008
Cheng, B. S., & Hsu, R. C. (1997). Human capital and economic growth in Japan: An application of time series analysis. Applied Economics Letters, 4(6), 393–395. https://doi.org/10.1080/135048597355375
Cochrane, J. H. (2001). Asset pricing, Princeton University Press.
Dholakia, A. R. (2002). Basic welfare and the role of the government: The Indian case. Pennsylvania Economic Review, 11(1), 11–27.
Dholakia, R. H. (2003). Regional disparity in income and human development in India. Economic and Political Weekly, 38(39), 4166–4172.
Dubey, S. (2019). Impact of public education expenditure across different levels on higher education access in India: A panel data study. In S. Bhushan (Eds.), The Future of Higher Education in India (pp. 181–194). Springer. https://doi.org/10.1007/978-981-32-9061-7_11
Dumitrescu, E., & Hurlin, C. (2012). Testing for Granger non-causality in heterogeneous panels. Economic Modelling, 29(4), 1450–1460. https://doi.org/10.1016/j.econmod.2012.02.014
Farahani, M., Subramanian, S. V., & Canning, D. (2009). Effects of state-level public spending on health on the mortality probability in India. Health Economics, 19(11), 1361–1376. https://doi.org/10.1002/hec.1557
Filmer, D. (1999). Child mortality and public spending on health: How much does money matter? World Bank Policy Research Working Papers. https://doi.org/10.1596/1813-9450-1864
Floud, R., Wachter, K., & Gregory, A. (1990). Height, health, and history: Nutritional status in the United Kingdom, 1750–1980 (1st ed.). Cambridge University Press. https://doi.org/10.1017/CBO9780511983245
Fogel, R. W. (1994). Economic growth, population theory, and physiology: The bearing of long-term processes on the making of economic policy. The American Economic Review, 84(3), 369–395. http://www.jstor.org/stable/2118058
Garg, C. C., & Karan, A. K. (2009). Reducing out-of-pocket expenditures to reduce poverty: A disaggregated analysis at rural-urban and state level in India. Health Policy and Planning, 24(2), 116–128. https://doi.org/10.1093/heapol/czn046
Ghosh, M. (2006). Economic growth and human development in Indian states. Economic and Political Weekly, 41(30), 3321–3327.
Gopalakrishna, B. V., & Rao, J. (2012). Economic growth and human development: The experience of Indian states. Indian Journal of Industrial Relations, 47(4), 634–644. http://www.jstor.org/stable/23267365
Goswami, B., & Bezbaruah, M. (2011). Social sector expenditures and their impact on human development: The Indian experience. Indian Journal of Human Development, 5(2), 365–385. https://doi.org/10.1177/0973703020110204
Government of India (GOI). (2022). Economic Survey 2021–22. https://www.indiabudget.gov.in/economicsurvey/
Government of India. (2005). Report of the National Commission on macroeconomics and health. National Commission on Macroeconomics and Health, Ministry of Health and Family Welfare, Government of India.
Granger, C. W. J. (1969). Investigating causal relations by econometric models and cross-spectral methods. Econometrica, 37(3), 424–438. https://doi.org/10.2307/1912791
Grant, C. (2017). The contribution of education to economic growth. Institute of Development Studies (Helpdesk Report). https://opendocs.ids.ac.uk/opendocs/handle/20.500.12413/13117
Gupta, S., Verhoeven, M., & Tiongson, E. R. (2002). The effectiveness of government spending on education and health care in developing and transition economies. European Journal of Political Economy, 18(4), 717–737. https://doi.org/10.1016/S0176-2680(02)00116-7
Gyimah-Brempong, K., & Wilson, M. (2005). Human capital and economic growth: Is Africa different? Journal of African Development, 7(1), 73–109. https://doi.org/10.5325/jafrideve.7.1.0073
Haldar, S. K., & Mallik, G. (2010). Does human capital cause economic growth? A case study of India. International Journal of Economic Sciences and Applied Research, 3(1), 7–25.
Hansen, B. E. (1999). Threshold effects in non-dynamic panels: Estimation, testing, and inference. Journal of Econometrics, 93(2), 345–368. https://doi.org/10.1016/s0304-4076(99)00025-1
Hansen, L. P. (1982). Large sample properties of generalized method of moments estimators. Econometrica, 50 (4), 1029–1054.
Hanushek, E. A. (2013). Economic growth in developing countries: The role of human capital. Economics of Education Review, 37(2013), 204–212. https://doi.org/10.1016/j.econedurev.2013.04.005
Hanushek, E. A., & Woessmann, L. (2012). Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation. Journal of Economic Growth, 17(4), 267–321. https://doi.org/10.1007/s10887-012-9081-x
Im, K. S., Pesaran, M. H. & Shin, Y. (2003). Testing for unit roots in heterogeneous panels. Journal of Econometrics, 115(1), 53–74. https://doi.org/10.1016/S0304-4076(03)00092-7
Institute of Management Research of the Radboud University, the Netherlands. (2021). Subnational HDI. Global Data Lab. Retrieved from https://globaldatalab.org/shdi/table/shdi/IND/
Kaur, B., & Misra, S. (2003). Social sector expenditure and attainments: An analysis of Indian states. Reserve Bank of India Occasional Papers, 24(1–2), 105–142.
Kim, D., & Lin, S. (2010). Dynamic relationship between inflation and financial development. Macroeconomic Dynamics, 14(3), 343–364. https://10.1017/S1365100509090312 .
King, R. G., & Rebelo, S. T. (1993). Transitional dynamics and economic growth in the neoclassical Model. The American Economic Review, 83(4), 908–931. http://www.jstor.org/stable/2117585
Kunze, L. (2014). Life expectancy and economic growth. Journal of Macroeconomics, 39, 54–65. https://doi.org/10.1016/j.jmacro.2013.12.004
Loayza, N. V., & Rancière, R. (2006). Financial development, financial fragility, and growth. Journal of Money, Credit and Banking, 38(4), 1051–1076. http://www.jstor.org/stable/3838993
Lucas, R. E. (1988). On the mechanics of economic development. Journal of Monetary Economics, 22(1), 3–42. https://doi.org/10.1016/0304-3932(88)90168-7
Mehrotra, S., & Parida, J. K. (2021). Why human development should precede economic growth in the states. Economic and Political Weekly, 38(38), 54-61
Mercan, M., & Sezer, S. (2014). The effect of education expenditure on economic growth: The case of Turkey. Procedia Social and Behavioral Sciences, 109, 925–930. https://doi.org/10.1016/j.sbspro.2013.12.565
Mohanty, R. K., & Bhanumurthy, N. R. (2021). Assessing public expenditure efficiency at the subnational level in India: Does governance matter? Journal of Public Affairs, 21(2). https://doi.org/10.1002/pa.2173
Mor, N. (2022). Lessons for developing countries from outlier country health systems. Frontiers in Public Health, 10, 870210. https://doi.org/10.3389/fpubh.2022.870210
Morris, M. D. (1978). A physical quality of life index. Urban Ecology, 3(3), 225–240. https://doi.org/10.1016/0304-4009(78)90015-3
Morris, M. D., & McAlpin, M. B. (1982). Measuring the condition of India’s poor: The physical quality of life index. Promilla.
Mukherjee, S., & Chakraborty, D. (2010). Is there any relationship between economic growth and human development? Evidence from Indian states. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.1624465
Mukherjee, S., Chakraborty, D., & Sikdar, S. (2014). Three decades of human development across Indian states: Inclusive growth or perpetual disparity? National Institute of Public Finance and Policy (Working Paper No. 2014-139).
Mundle, S. (2018). The development of education and health services in Asia and the role of the state (Working Paper No. 239). National Institute of Public Finance and Policy.
Narayan, S., Narayan, P. K., & Mishra, S. (2010). Investigating the relationship between health and economic growth: Empirical evidence from a panel of 5 Asian countries. Journal of Asian Economics, 21(4), 404–411. https://doi.org/10.1016/j.asieco.2010.03.006
Njindan Iyke, B., & Ho, S. (2019). Consumption and exchange rate uncertainty: Evidence from selected Asian countries. The World Economy, 43(9), 2437–2462. https://10.1111/twec.12900
Ozturk, I. (2001). The role of education in economic development: A theoretical perspective. Journal of Rural Development and Administration, XXXIII (1), 39–47.
Patel, G., & Annapoorna, M. S. (2019). Public education expenditure and its impact on human resource development in India: An empirical analysis. South Asian Journal of Human Resources Management, 6(1), 97–109. https://doi.org/10.1177/2322093718813407
Pelinescu, E. (2015). The impact of human capital on economic growth. Procedia Economics and Finance, 22, 184–190. https://doi.org/10.1016/S2212-5671(15)00258-0
Pesaran, M. H., & Pesaran, B. (1997). Working with Microfit 4.0: Interactive econometric analysis. Oxford University Press.
Pesaran, M. H., & Smith, R. (1995). Estimating long-run relationships from dynamic heterogeneous panels. Journal of Econometrics, 68(1), 79–113. https://doi.org/10.1016/0304-4076(94)01644-F
Pesaran, M. H., Shin, Y., & Smith, R. P. (1999). Pooled mean group estimation of dynamic heterogeneous panels. Journal of the American Statistical Association, 94(446), 621–634. https://doi.org/10.1080/01621459.1999.10474156
Pradhan, J. P., & Abraham, V. (2002). Does human development policy matter for economic growth? Evidence from Indian states. South Asia Economic Journal, 3(1), 77–93. https://doi.org/10.1177/139156140200300105
Preston, S. H. (1975). The changing relation between mortality and level of economic development. Population Studies, 29(2), 231–248. https://10.1080/00324728.1975.10410201
Raj, J., Gupta, V. & Shrawan, A. (2023). Economic growth and human development in India — Are states converging? (CSEP Working Paper 51). New Delhi: Centre for Social and Economic Progress.
Ranis, G. (2004). Human development and economic growth Economic Growth Center, Yale University. (Working Paper 887). Retrieved from: https://ssrn.com/abstract=551662
Ranis, G., Stewart, F., & Ramirez, A. (2000). Economic growth and human development. World Development, 28(2), 197–219. https://doi.org/10.1016/S0305-750X(99)00131-X
Ray, M. and Sarangi, M. (2021). Causal linkage between social sector expenditure and economic growth: Evidence from India. Indian Journal of Economics and Business, 20(2), 463–473.
Reserve Bank of India (RBI). 2019. Demographic Changes and their Macroeconomic Ramifications in India. https://rbi.org.in/scripts/BS_ViewBulletin.aspx?Id=18348
Romer, P. M. (1986). Increasing returns and long-run growth. Journal of Political Economy, 94(5), 1002–1037. http://www.jstor.org/stable/1833190
Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98(5), S71-S102. http://www.jstor.org/stable/2937632
Romer, P. M. (1994). The origins of endogenous growth. Journal of Economic Perspectives, 8(1), 3–22. https://doi.org/10.1257/jep.8.1.3
Sala-i-Martin, X. (1996). The classical approach to convergence analysis. The Economic Journal, 106(437), 1019–1036. https://doi.org/10.2307/2235375
Schultz, T. W. (1971). Investment in human capital: The role of education and research. The Free Press.
Schultz, T. W. (1981). Investing in people: The economics of population quality. University of California Press.
Selvaraj, S., Farooqui, H. H., & Karan, A. (2018). Quantifying the financial burden of households’ out-of-pocket payments on medicines in India: A repeated cross-sectional analysis of National Sample Survey data, 1994–2014. BMJ Open, 8(5), e018020. https://doi.org/10.1136/bmjopen-2017-018020
Sen, A. (1985). Commodities and capabilities. North-Holland.
Suri, T., Boozer, M. A., Ranis, G., & Stewart, F. (2011). Paths to success: The relationship between human development and economic growth. World Development, 39(4), 506–522. https://doi.org/10.1016/j.worlddev.2010.08.020
Teixeira, A. A. C., & Queirós, A. S. S. (2016). Economic growth, human capital, and structural change: A dynamic panel data analysis. Research Policy, 45(8), 1636–1648. https://doi.org/10.1016/j.respol.2016.04.006
Tilak, J. B. G. (2006). On allocating 6 per cent of GDP to education. Economic and Political Weekly, 41(07), 613–618
UNDP. (1990). Human development report 1990 (Concept and measurement of human development). United Nations Development Programme. https://hdr.undp.org/content/human-development-report-1990
UNDP. (1996). Human development report 1996 (Economic growth and human development). United Nations Development Programme. https://hdr.undp.org/content/human-development-report-1996
UNDP. (2002). Human development report 2002 (Deepening democracy in a fragmented world). United Nations Development Programme. https://hdr.undp.org/content/human-development-report-2002
UNDP. (2010). Human development report 2010 (The real wealth of nations: Pathways to human development). United Nations Development Programme. https://hdr.undp.org/content/human-development-report-2010
United Nations. (2015). Transforming Our World: The 2030 Agenda for Sustainable Development. United Nations Millennium Declaration.
Uzawa, H. (1965). Optimum technical change in an aggregative model of economic growth. International Economic Review, 6(1), 18. https://doi.org/10.2307/2525621
Viswanath, J., Reddy, K. L. N., & Pandit, V. (2009). Human capital contributions to economic growth in India: An aggregate production function analysis. Indian Journal of Industrial Relations, 44(3), 473¬–486. https://www.jstor.org/stable/27768219
World Bank. (2022). Age dependency ratio (% of working-age population). World Development Indicators. Retrieved from https://data.worldbank.org/indicator/SP.POP.DPND?locations=IN
World Bank. (2022). School enrolment, primary (% gross) – India. World Development Indicators. Retrieved from https://data.worldbank.org/indicator/SE.PRM.ENRR?locations=IN
World Bank. (2022). School enrolment, secondary (% gross) – India. World Development Indicators. Retrieved from https://data.worldbank.org/indicator/SE.SEC.ENRR?locations=IN
World Bank. (2022). School enrolment, tertiary (% gross) – India. World Development Indicators. Retrieved from https://data.worldbank.org/indicator/SE.TER.ENRR?locations=IN
World Economic Forum. (2015). The Global Competitiveness Report 2015–2016. https://www3.weforum.org/docs/gcr/2015-2016/Global_Competitiveness_Report_2015-2016.pdf
Yang, X. (2020). Health expenditure, human capital, and economic growth: An empirical study of developing countries. International Journal of Health Economics and Management, 20(2), 163–176. https://doi.org/10.1007/s10754-019-09275-w