Malik, Sadia Mariam and Janjua, Yasin (2010): Geography, Institutions and Human Development: A Cross-Country Investigation Using Bayesian Model Averaging.
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This paper examines the role of long standing institutions – identified through geography, disease ecology, colonial legacy, and some direct measures of political and economic governance – on human development and its non income components across countries. The study employs a novel econometric technique called the Bayesian Model Averaging that allows us to select the relevant predictors by experimenting with a host of competing sets of variables. It constructs estimates as weighted average of OLS estimates for every possible combination of included variables. This is particularly useful in situations when there is model uncertainty and theory provides only a weak guidance on the selection of appropriate predictors. Of the 25 variables that we tried, three stand out in terms of their degree of importance and their robustness across various specifications. These include malaria ecology, KKZ index of good governance and fertility rate. Our finding on the dominant and robust role of malaria ecology in explaining differences in human development across countries, even in the presence of variables that directly and indirectly measure the quality of institutions, is extremely fascinating. It shows that malaria ecology has a direct negative impact on human development and this effect appears to be over and above its effect via institutions. Some of the other measures of climate and geography as well as those of colonial legacy are important as long as we do not control for some direct measures of the performance of political and economic institutions such as the KKZ index of good governance and democracy score. Once we control for these and other conditioning variables such as public spending on health and education; fertility rates; and measures of health infrastructure, the importance of geography and colonial legacy disappears.
|Item Type:||MPRA Paper|
|Original Title:||Geography, Institutions and Human Development: A Cross-Country Investigation Using Bayesian Model Averaging|
|English Title:||Geography, Institutions and Human Development: A Cross-Country Investigation Using Bayesian Model Averaging|
|Keywords:||Human development; geography; institutions; Bayesian Model Averaging|
|Subjects:||C - Mathematical and Quantitative Methods > C5 - Econometric Modeling > C52 - Model Evaluation, Validation, and Selection
O - Economic Development, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity > O43 - Institutions and Growth
I - Health, Education, and Welfare > I1 - Health > I18 - Government Policy; Regulation; Public Health
O - Economic Development, Technological Change, and Growth > O1 - Economic Development > O15 - Human Resources; Human Development; Income Distribution; Migration
|Depositing User:||Yasin Janjua|
|Date Deposited:||19. Sep 2010 15:47|
|Last Modified:||13. Feb 2013 00:35|
Acemoglu, D., S. Johnson, and J. Robinson (2001): “Colonial origins of comparative development: an empirical investigation,” American Economic Review, 91, 1369-1401.
Acemoglu, D. Robinson J. and Simon Johnson. 2003. “Disease and Development in Historical Perspective.” Journal of the European Economic Association. April/May 2003, Vol. 1, No. 2-3, Pages 397-405
Acemoglu, D., and J. A. Robinson. 2005. Economic Origins of Dictatorship and Democracy. New York: Cambridge University Press.
Alberto, Alesina; Arnaud Devleeschauwer; William Easterly; Sergio Kurlat; and Roman Wacziarg 2002), “Fractionalization”. NBER Working Paper No. 9411. December 2002.
Alesina, Alberto; Reza Baqir; and William Eaterly. 1999. “Public Goods and Ethnic Divisions.” NBER Working papare 6009.
Akcay, Selzuk. “Corruption and Human Development” (2006). Cato Journal, Vol. 26, No. 1 (Winter 2006).
Akhter, H. S. (2004) “Is Globalization What It‟s Cracked Up to Be? Economic Freedom, Corruption, and Human Development.” Journal of World Business 39: 283–95.
Avelino, G., D. Brown, and W. Hunter. 2005. “The Effects of Capital Mobility, Trade Openness, and Democracy on Social Spending in Latin America, 1980–1999.” American Journal of Political Science 49(3):625–41.
Baum, Matthew and David Lake. 2003. The Political Economy of Growth: Democracy and Human Capital. American Journal of Political Science. 43.
Besley, T. and M. Kudamatsu (2006): Health and Democracy, in: AEA Papers and Proceedings, Vol. 96, No. 2, pp. 313-315. Boix, C. 2003. Democracy and Redistribution. New York: Cambridge University Press.
Bueno de Mesquita B, Smith A, Siverson RM, Morrow JD. 2003. The Logic of Political Survival. Cambridge, MA: MIT University Press
Dasgupta, P. 1993. An Inquiry into Well-Being and Destitution. New York: Oxford University Press.
Dasgupta, Partha and Martin Weale (1992). “On measuring the Quality of Life.” World Development, 20: 119-131.
Dollar, David and Aart Kraay (2003). “Institutions, Trade and Growth”. Journal of Monetary Economics 50: 133-162.
Doppelhofer, Gernot; Miller, Ronald; and Xavier Sala-i-Martin. 2000.”Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach.” OECD Economics Department Working Paper. ECO/WKP(2000)39
Drèze, Jean and Amartya Sen (1995) India, Economic Eevelopment and Social Opportunity. Dehli:Oxford University Press
Diamond, J., 1997. Guns, Germs, and Steel: the fates of human societies. W.W. Norton, New York, NY. Easterly, William and Ross Levine. 1997. “Africa‟s Growth Tragedy and Ethnic Divisions”. November 1997, Volume 112, No. 4. Pp 1203-1250.
Easterly, William and Ross Levine. 2003. “Tropics, Germs and Crops: How endowments influence economic development.” Journal of Monetary Economics 50 (2003) 3-39
Easterly, William. 2005. “Inequality does cause underdevelopment.” New York University
Filmer, Deon and Lant Pritchett. 1999. “The Impact of Public Spending on Health: Does Money Matter?” Social Science and Medicine 49:10 (November) 1309-23.
Filmer, Deon, Jeffrey S. Hammer, and Lant H. Pritchett. 2000. “Weak Links in the Chain: A Diagnosis of Health Policy in Poor Countries.” World Bank Research Observer 15:2 (August) 199-224.
Franco, A., C. Alvarez-Dardet, and M. T. Ruiz (2004): Effect of democracy on health: 25 ecological study, in: BMJ (British Medical Journal), Vol. 329, pp. 1421-1423.
Freedom House (2001). Freedom in the World. Gupta, S.; Davoodi, H.; and Alonso-Terme, R. (1998) “Does Corruption Affect Income Inequality and Poverty?” IMF Working Paper No. 79.Washington: International Monetary Fund.
Gupta, S.; Davoodi, H.; and Tiongson, E. (2000) “Corruption and the Provision of Health Care and Education Services.” IMF Working Paper No.116. Washington: International Monetary Fund.
Gupta, S.; De Mello, L.; and Sharan, R. (2001) “Corruption and Military Spending.” European Journal of Political Economy. 17: 749–77.
Hall, R. E., and C. I. Jones (1999): “Why do some countries produce so much more output per worker than others?” Quarterly Journal of Economics, (February), 83-116.
Hoeting, Jennifer; Maddigan, David; Raftery, Adrian; and Chris T. Volinsky. 1999. “Bayesian Model Averaging: A Tutorial.” Statistical Science, 1999. Vol. 14, No.4. 382-417.
Kaufmann, D.; Kraay, A.; and Mastruzzi, M. (2005) “Governance Matters IV: Governance Indicators for 1996–2004.” World Bank Policy Research Department Working Paper No. 3106. Washington: World Bank.
Kaufmann, D.; Kraay, A.; and Zoido-Lobaton, P. (1999) “Governance Matters.” World Bank Policy Research Department Working Paper No. 2196. Washington: World Bank
Kaufmann, Daniel, Aart Kraay, and Pablo Zoido-Lobaton (1999). “Governance Matters.” World Bank Policy Research Department Working Paper No. 2196, Washington, DC.
Kaufmann, A. Kraay, and P. Zoido-Lobaton (1999) “Aggregating Governance Indicators.” World Bank Working Paper #2195.
Kim, Kwangkee and Philip M. Moody. 1992. “More Resources Better Health?: A Cross-National Perspective.” Social Science and Medicine 34:8 (April) 837-42.
Kiszewski, A., A. Mellinger, A. Spielman, P. Malaney, S. Sachs, and J. Sachs. (2004). “A Global Index Representing the Stability of Malaria Transmission,” American Journal of Tropical Medicine and Hygiene, 70(5), pp. 486-498.
Knack, Stephen (1999). “Social Capital, Growth and Poverty: A Survey of Cross-Country Evidence”. The World Bank, Social Development Family, Environmentally and Socially Sustainable Network, May 1999.
La Porta, R., Lopez-de-Silanes, F., Shleifer, A., Vishny, R.W., 1999. The Quality of Government Journal of law. Economics and Organization 15, 222–279.
Lake DA, Baum M. 2001. The Invisible Hand of Democracy: Political Control and the Provision of Public Services. Comparative Political Studies 34: 587-621
Mahbub-ul-Haq Human Development Centre (MHHDC) 2007. “Ten years of Human Development in South Asia.” Karachi: Oxford University Press.
Mauro P. (1998) “Corruption and Composition of Government Expenditure.” Journal of Public Economics. 69: 263–79.
Mulligan, C. B., R. Gil, and X. Sala-i-Martin. 2004. “Do Democracies Have Different Public Policies than Nondemocracies?” Journal of Economic Perspectives 18(1):51–74.
Musgrove, Philip. 1996. “Public and Private Roles in Health: Theory and Financing Patterns.” World Bank Discussion Paper No. 339. Washington: World Bank.
North, Douglas (1990). Institutions, Institutional Change and Economic Performance. New York: Cambridge University Press
North, Douglass C. (1991). “Institutions”. Journal of Economic Perspectives, 5: 97-112.
Przeworski A, Alvarez ME, Cheibub JA, Limongi F. 2000. Democracy and Development: Political Institutions and Well-Being in the World, 1950-1990. New York: Cambridge University Press
Pritchett, Lant and L. H. Summers. 1996. “Wealthier is Healthier.” Journal of Human Resources 31:4 (Fall) 841-868.
Qizilbash, M. (2001) “Corruption and Human Development: A Conceptual Discussion.” Oxford Development Studies 29 (3): 265–78.
Rodrik, Dani. (2002). “Institutions, Integration, and Geography: In Search of the Deep Determinants of Economic Growth”.
Rodrik, Dani, Arvind Subramanian and Francesco Trebbi (2002). “Institutions Rule: The Primacy of Institutions Over Geography and Integration in Economic Development”.
Rodrik, Dani. 1999. Democracies Pay Higher Wages. Quarterly Journal of Economics. 114(3).
Ross, Michael. 2006. “Is Democracy good for the poor?” American Journal of Political Science, Vol. 50, No. 4, October 2006, Pp. 860–874
Schleifer and Vishny (1993). “Corruption.” The Quarterly Journal of Economics. Vol.108 (3) pp 599-617
Sachs, Jeffrey D. 2003. “Institutions Don't Rule: Direct Effects of Geography on Per Capita Income.” NBER Working Papers: 9490, 2003
Sen, Amartya K. 2000. Development as Freedom. NY: Oxford University Press
Sokoloff, K.L., Engerman, S.L., 2000. Institutions, factor endowments, and paths of development in the new world. Journal of Economic Perspectives 14, 217–232.
Stasavage, David. 2005. Democracy and Education Spending in Africa. American Journal of Political Science. 49(2).
Tavares, J., and R. Wacziarg. 2001. “How Democracy Affects Growth.” European Economic Review 45(8):1341–78.
Tsai, M.-C. (2006): Does Political Democracy Enhance Human Development in Developing Countries, in: American Journal of Economics and Sociology, Vol. 65, No. 2, pp. 233-268.
Volmer, Sabastian and Maria Ziegler. 2009. “Political institutions and human development.” The World Bank Policy Research Working Paper, 4818. The World Bank Research Group, Macroeconomics and Growth Team. January 2009.
Wigley & Akkoyunlu-Wigley. 2009. “The Political Determinants of Health: A Cross National Study.” Paper presented at the Annual Meeting of American Political Science Association.” Toronto. September 3-6, 2009.
Zweifel, Thomas and Patricio Navia. 2000. “Democracy, dictatorship and infant mortality.” Journal of Democracy Volume 11, Number 2 April 2000