Conditional convergence and Spatial convergence across 103 Sub-state Indian regions

Using spatial econometrics for panel data

Authors

DOI:

https://doi.org/10.55763/ippr.2022.03.05.003

Abstract

Recent studies have devoted great emphasis to examining the phenomenon of income convergence across regions. The empirical efforts made in the context of India look at convergence among the states of India. Although there have been a few studies done on the district level, the sub-state regions that are prevalent within each state have been largely ignored in the Indian regional literature. The purpose of this research is to investigate the extent to which 103 sub-state regions within 20 Indian states converge. This research adopts a method that differs from the conventional convergence strategy by instead focusing on the spatial convergence aspect. It has been shown that not only does spatial convergence but also β-convergence: a growth process where poor regions grow faster than rich regions occur among India's 103 different regions. This study sheds insight on the two distinct forms of convergence, namely, β-convergence across all regions, and β-convergence among neighbouring regions. The finding of the existence of β-convergence and spatial convergence among neighbouring regions invites policy attention regarding the development of backward regions.

Keywords:

Spatial Convergence, Spatial fixed effects model, Panel data, Conditional Convergence

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Authors Bio

Vivek Jadhav, Madras School of Economics

Vivek Jadhav is pursuing his PhD. from Madras School of Economics

Brinda Viswanathan, Madras School of Economics

Dr. Brinda Viswanathan is Professor and Dean Research at Madras School of Economics

References

Alesina, A., Bagir, R., & Easterly, W. (1999). Public goods and ethnic divisions. The Quarterly journal of economics, 114(4), 1243-1284.

Arbia, G., & Piras, G. (2005). Convergence in per-capita GDP across European regions using panel data models extended to spatial autocorrelation effects.

Arbia, G., Basile, R. and Piras G. (2005), “Using Spatial Panel Data in Modelling Regional Growth and Convergence”, ISAE Working Paper No. 55, Rome: ISAE.

Armstrong, H. W. (1995). Convergence among regions of the European Union, 1950–1990. Papers in Regional Science, 74(2), 143-152.

Barro, R. J., & Lee, J. W. (2001). Barro-Lee Education Data.

Barro, R. J., Sala-i-Martin, X., Blanchard, O. J., & Hall, R. E. (1991). Convergence across states and regions. Brookings papers on economic activity, 107-182.

Barro, R. T., & Sala-i-Martin, X. (1992). Regional growth and migration: A Japan-United States comparison. Journal of the japanese and International Economies, 6(4), 312-346.

Barro, R. J., & Sala-i-Martin, X. (1995). Economic Growth McGraw-Hill. New York.

Belotti, F., Hughes, G., & Mortari, A. P. (2013). XSMLE: Stata module for spatial panel data models estimation. Statistical software components S, 457610.

Cashin, P. (1995). Economic growth and convergence across the seven colonies of Australasia: 1861–1991. Economic Record, 71(2), 132-144.

Cashin, P., & Sahay, R. (1996). Regional economic growth and convergence in India. Finance & Development, 33(001).

Durlauf, S. N., & Quah, D. T. (1999). The new empirics of economic growth. Handbook of macroeconomics, 1, 235-308.

Elhorst, J. P. (2014). Spatial econometrics: from cross-sectional data to spatial panels (Vol. 479, p. 480). Heidelberg: Springer.

Hirschman, A. O. (1958). The strategy of economic development. New Haven: Yale University Press.

Kalra, R., & Thakur, S. (2015). Development patterns in India: Spatial convergence or divergence?. GeoJournal, 80(1), 15-31.

Kapoor, M., Kelejian, H. H., & Prucha, I. R. (2007). Panel data models with spatially correlated error components. Journal of econometrics, 140(1), 97-130.

Kocornik‐Mina, A. (2009). Spatial econometrics of multiregional growth: The case of India. Papers in Regional Science, 88(2), 279-300.

LeSage, J., & Pace, R. K. (2009). Introduction to spatial econometrics. Chapman and Hall/CRC.

Maddison, A. (1991). Dynamic forces in capitalist development: A long-run comparative view. Oxford University Press, USA.

Malgavkar, P. D., & Ghiara, B. M. (1969). Regional development: Where and how. In L. k. Sen (Ed.), Readings of micro level planning and rural growth centers. Hyderabad: National Institute of Community Development.

Mankiw, N. G., Romer, D., & Weil, D. N. (1992). A contribution to the empirics of economic growth. The quarterly journal of economics, 107(2), 407-437.

Marjit, S., & Mitra, S. (1996). Convergence in regional growth rates: Indian research agenda. Economic and Political Weekly, 2239-2242.

Persson, J. (1995). Convergence in per capita income and migration across the Swedish counties 1906-1990. IIES.

Quah, D. T. (1996a). Regional convergence clusters across Europe. European economic review, 40(3-5), 951-958.

Quah, D. T. (1996b). Empirics for economic growth and convergence. European economic review, 40(6), 1353-1375.

Rao, M. G., Shand, R. T., & Kalirajan, K. P. (1999). Convergence of incomes across Indian states: A divergent view. Economic and Political Weekly, 769-778.

Rey, S. J., & Montouri, B. D. (1999). US regional income convergence: a spatial econometric perspective. Regional studies, 33(2), 143-156.

Sachs, J. D., Bajpai, N., & Ramiah, A. (2002). Understanding regional economic growth in India. Asian Economic Papers, 1(3), 32-62.

Sala-i-Martin, X. X. (1996). The classical approach to convergence analysis. The economic journal, 1019-1036.

Sardadvar, S. (2012). Growth and disparities in Europe: Insights from a spatial growth model. Papers in Regional Science, 91(2), 257-274.

Schaeffer, M. (2013). Can competing diversity indices inform us about why ethnic diversity erodes social cohesion? a test of five diversity indices in Germany. Social Science Research, 42(3), 755-774.

Shaban, A. (2006). Regional structures, growth and convergence of income in Maharashtra. Economic and Political Weekly, 1803-18.

Singh, N., Kendall, J., Jain, R. K., & Chander, J. (2010). Regional Inequality in India in the 1990s: Trends and Policy Implications,

Development Research Group Study No. 35, Department of Economic Analysis and Policy, Reserve Bank of India, Mumbai.

Solow, R. M. (1956). A contribution to the theory of economic growth. The quarterly journal of economics, 70(1), 65-94.

StataCorp, L. L. C. (2017). Stata spatial autoregressive models reference manual.

Swan, T. W. (1956). Economic growth and capital accumulation. Economic record, 32(2), 334-361.

Published

2022-09-23