Measuring economic performance at municipal level from outer space: the case of Mexico
DOI:
https://doi.org/10.18381/eq.v22i1.7356Keywords:
spatial econometrics and economic performance and economic geography.Abstract
Objective: the aim of this paper is to assess whether economic performace at municipal level scatters across space and time within Mexican states. Methodology: we follow a two-step econometric strategy. The first step is to instrument for both GDP and GDP growth rates at municipal level by following Henderson et al. (2012)’s methodology. The second step is to regress a dynamic spatial econometric model by following Elhorst (2010)’s model specification and estimation strategy. Limitations: we consider 1) Distortions in luminosity data 2) Our results are based upon municipalities within state. We do not test spatial implications among municipalities that belong to different states. Originality: we partially follow Millán López and González Olivares (2024) research line notwithstanding, we go further to analyze spatial interactions at municipal level. Conclusions: our main findings are that economic performance of municipalities significantly depend upon their neighbor’s contemporaneous and lagged economic perfomance. Furthermore, this paper provides a specific estimate to approximate both GDP and GDP growth rates where there is lack of statistical sources; for example, metropolitan or coastal areas.Downloads
References
Acemoglu, D. (2008). Introduction to modern economic growth. Princeton, MA: Princeton University Press.
Acemoglu, D., Johnson, S. and Robinson, J.A. (2001). The colonial origins of comparative development: An empirical investigation. American Economic Review, 91(5): 1369-1401. DOI: 10.1257/aer.91.5.1369
Barro, R.J. and Sala-i-Martin, X. (1995). Economic growth and convergence across the United States. NBER Working Papers, (w3419). DOI: 10.3386/w3419.
Bils, M. and Klenow, P.J. (2001). Quantifying quality growth. American Economic Review, 91(4): 1006-1030. DOI: 10.1257/aer.91.4.1006
Burgess, R., Hansen, M., Olken, B.A., Potapov, P. and Sieber, S. (2012). The political economy of deforestation in the tropics. Quarterly Journal of Economics, 127(4): 1707-1754. DOI: 10.1093/qje/qjs034
Costa, D.L. (2001). Estimating real income in the United States from 1888 to 1994: Correcting CPI bias using Engel curves. Journal of Political Economy, 109(6), 1288-1310. DOI: 10.1086/323279
Costinot, A., Donaldson, D. and Smith, C. (2012). Evolving comparative advantage and the impact of climate change in agricultural markets: Evidence from a 9 million-field partition of the Earth. Journal of Political Economy, Forthcoming. https://www.hans-moeller-seminar.econ.uni-muenchen.de/download/costi-not-paper.pdf
Croft, T.A. (1973). Burning waste gas in oil fields. Nature, 245(5425): 375–376. https://www.nature.com/articles/245375a0
Desmet, K. and Henderson, J.V. (2015). The geography of development within countries. In Handbook of regional and urban economics, Volume 5, pp. 1457–1517. Amsterdam: Elsevier. DOI: 10.1016/B978-0-444-59531-7.00022-3
Doll, C.N.H., Muller, J.-P. and Morley, J.G. (2006). Mapping regional economic activity from night-time light satellite imagery. Ecological Economics, 57(1): 75-92.
Donaldson, D. and Storeygard, A. (2016). The view from above: Applications of satellite data in economics. Journal of Economic Perspectives, 30(4): 171-198. DOI: 10.1257/jep.30.4.171
Easterly, W.R. (2002). The elusive quest for growth: economists’ adventures and misadventures in the tropics. Cambridge, MA: MIT Press.
Elhorst, J. P. (2010). Applied spatial econometrics: Raising the bar. Spatial Economic Analysis, 5(1): 9-28. DOI: 10.1080/17421770903541772
Elhorst, J.P. (2014). Matlab software for spatial panels. International Regional Science Review, 37(3): 389–405. DOI: 10.1177/0160017612452429
Faber, B. and Gaubert, C. (2019). Tourism and economic development: Evidence from Mexico’s coastline. American Economic Review, 109(6): 2245-2293. DOI: 10.1257/aer.20161434
Foster, A., Gutierrez, E. and Kumar, N. (2009). Voluntary compliance, pollution levels, and infant mortality in Mexico. American Economic Review, 99(2): 191-197. DOI: 10.1257/aer.99.2.191
Foster, A.D. and Rosenzweig, M.R. (2003). Economic growth and the rise of forests. Quarterly Journal of Economics, 118(2): 601–637. DOI: 10.1162/003355303321675464
Frankel, J. A. and Romer, D. (2017). Does trade cause growth? In: Jeffrey A. Frankel, David Romer. Global Trade, pp. 255-276. Oxfordshire, UK: Routledge.
Galor, O. (2011). Unified growth theory. Princeton, MA: Princeton University Press.
Gordon, R.J. (2017). The rise and fall of American growth: The US standard of living since the civil war. Princeton, MA: Princeton University Press.
Henderson, J.V., Storeygard, A. and Weil, D.N. (2012). Measuring economic growth from outer space. American Economic Review, 102(2): 994-1028. DOI: 10.1257/aer.102.2.994
Jones, C.I. and Klenow, P.J. (2016). Beyond GDP? welfare across countries and time. American Economic Review, 106(9): 2426-2457. DOI: 10.1257/aer.20110236
Jorgenson, D. and Yip, E. (2001). Whatever happened to productivity growth? In C.R. Hulten, E.R. Dean and M.J. Harper (eds.) New developments in productivity analysis, pp. 509-540. Chicago: University of Chicago Press. Reprint by NBER. http://www.nber.org/chapters/c10133
Millán López, A.J. and González Olivares, D. (2024). Luces satelitales nocturnas como medida del crecimiento económico en los municipios de México. Ensayos: Revista de Economía, 43(1): 1–18. DOI: 10.29105/ensayos43.1-1
National Geophysical Data Center [NGDC] (2013). NGDC Version 4 DMSP-OLS nighttime lights time series. National Oceanic and Atmospheric Administration-National Geophysical Data Center.
Partlow, J. (2017). In Mexico, the price for America’s hunger for heroin. Washington Post 30.
Presidencia de México (1992-2015). Anexo estadístico: Informes de gobierno.
Syrquin, M. (2016). A review essay on ‘GDP: A brief but affectionate history’ by Diane Coyle. Journal of Economic Literature, 54(2): 573-588. DOI: 10.1257/jel.54.2.573
Young, A. (2012). The African growth miracle. Journal of Political Economy, 120(4): 696–739. DOI: 10.1086/668501
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Mauricio Ramírez Grajeda, Andrés Jerson Millán López, Guillermo Sierra Juárez
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
El contenido publicado en EconoQuantum se encuentra bajo una Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.