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Using the global positioning system in household surveys for better economics and better policy

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  • Gibson, John
  • McKenzie, David

Abstract

Distance and location are important determinants of many choices that economists study. While these variables can sometimes be obtained from secondary data, economists often rely on information that is self-reported by respondents in surveys. These self-reports are used especially for the distance from households or community centers to various features such as roads, markets, schools, clinics, and other public services. There is growing evidence that self-reported distance is measured with error and that these errors are correlated with outcomes of interest. In contrast to self-reports, the Global Positioning System (GPS) can determine almost exact location (typically within 15 meters). The falling cost of GPS receivers (typically below US$100) makes it increasingly feasible for field surveys to use GPS as a better method of measuring location and distance. In this paper the authors review four ways that GPS can lead to better economics and better policy: (1) through constructing instrumental variables that can be used to understand the causal impact of policies, (2) by helping to understand policy externalities and spillovers, (3) through better understanding of access to services, and (4) by improving the collection of household survey data. They also discuss several pitfalls and unresolved problems with using GPS in household surveys.

Suggested Citation

  • Gibson, John & McKenzie, David, 2007. "Using the global positioning system in household surveys for better economics and better policy," Policy Research Working Paper Series 4195, The World Bank.
  • Handle: RePEc:wbk:wbrwps:4195
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    References listed on IDEAS

    as
    1. Oster, Emily, 2012. "HIV and sexual behavior change: Why not Africa?," Journal of Health Economics, Elsevier, vol. 31(1), pages 35-49.
    2. Gilles Duranton & Henry G. Overman, 2005. "Testing for Localization Using Micro-Geographic Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1077-1106.
    3. Fafchamps, Marcel & Wahba, Jackline, 2006. "Child labor, urban proximity, and household composition," Journal of Development Economics, Elsevier, vol. 79(2), pages 374-397, April.
    4. Javier Escobal & Sonia Laszlo, 2008. "Measurement Error in Access to Markets," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 70(2), pages 209-243, April.
    5. David McKenzie & John Gibson & Steven Stillman, 2010. "How Important Is Selection? Experimental vs. Non-Experimental Measures of the Income Gains from Migration," Journal of the European Economic Association, MIT Press, vol. 8(4), pages 913-945, June.
    6. McKenzie, David & Gibson, John & Stillman, Steven, 2013. "A land of milk and honey with streets paved with gold: Do emigrants have over-optimistic expectations about incomes abroad?," Journal of Development Economics, Elsevier, vol. 102(C), pages 116-127.
    7. Case, Anne C, 1991. "Spatial Patterns in Household Demand," Econometrica, Econometric Society, vol. 59(4), pages 953-965, July.
    8. Barbara Entwisle & Albert Hermalin & Peerasit Kamnuansilpa & Apichat Chamratrithirong, 1984. "A multilevel model of family planning availability and contraceptive use in rural Thailand," Demography, Springer;Population Association of America (PAA), vol. 21(4), pages 559-574, November.
    9. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    10. Perry, Baker & Gesler, Wil, 2000. "Physical access to primary health care in Andean Bolivia," Social Science & Medicine, Elsevier, vol. 50(9), pages 1177-1188, May.
    11. Barbara Entwisle & Ronald Rindfuss & Stephen Walsh & Tom Evans & Sara Curran, 1997. "Geographic information systems, spatial network analysis, and contraceptive choice," Demography, Springer;Population Association of America (PAA), vol. 34(2), pages 171-187, May.
    12. Anselin, Luc, 2002. "Under the hood : Issues in the specification and interpretation of spatial regression models," Agricultural Economics, Blackwell, vol. 27(3), pages 247-267, November.
    13. I.J. Bateman & A.P. Jones & A.A. Lovett & I.R. Lake & B.H. Day, 2002. "Applying Geographical Information Systems (GIS) to Environmental and Resource Economics," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 22(1), pages 219-269, June.
    14. Timothy G. Conley & Christopher R. Udry, 2010. "Learning about a New Technology: Pineapple in Ghana," American Economic Review, American Economic Association, vol. 100(1), pages 35-69, March.
    15. Rebecca L. Thornton, 2008. "The Demand for, and Impact of, Learning HIV Status," American Economic Review, American Economic Association, vol. 98(5), pages 1829-1863, December.
    16. Klaus Deininger & Bart Minten, 2002. "Determinants of Deforestation and the Economics of Protection: An Application to Mexico," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 84(4), pages 943-960.
    17. David McKenzie & John Gibson & Steven Stillman, 2006. "How Important is Selection? Experimental vs Non-experimental Measures of the Income Gains of Migration," Working Papers 06_02, Motu Economic and Public Policy Research.
    18. McKenzie, David & Gibson, John & Stillman, Steven, 2006. "How important is selection ? Experimental versus non-experimental measures of the income gains from migration," Policy Research Working Paper Series 3906, The World Bank.
    19. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    20. Caroline M. Hoxby, 2000. "Does Competition among Public Schools Benefit Students and Taxpayers?," American Economic Review, American Economic Association, vol. 90(5), pages 1209-1238, December.
    21. Landry, Pierre F. & Shen, Mingming, 2005. "Reaching Migrants in Survey Research: The Use of the Global Positioning System to Reduce Coverage Bias in China," Political Analysis, Cambridge University Press, vol. 13(1), pages 1-22, January.
    22. Benjamin A. Olken, 2009. "Do Television and Radio Destroy Social Capital? Evidence from Indonesian Villages," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 1-33, October.
    23. Gibson, John & Olivia, Susan, 2007. "Spatial autocorrelation and non-farm rural enterprises in Indonesia," 2007 Conference (51st), February 13-16, 2007, Queenstown, New Zealand 10387, Australian Agricultural and Resource Economics Society.
    24. Staal, S. J. & Baltenweck, I. & Waithaka, M. M. & deWolff, T. & Njoroge, L., 2002. "Location and uptake: integrated household and GIS analysis of technology adoption and land use, with application to smallholder dairy farms in Kenya," Agricultural Economics, Blackwell, vol. 27(3), pages 295-315, November.
    25. John Gibson & Geua Boe-Gibson & Halahingano Rohorua & David McKenzie, 2007. "Efficient remittance services for development in the Pacific," Asia-Pacific Development Journal, United Nations Economic and Social Commission for Asia and the Pacific (ESCAP), vol. 14(2), pages 55-74, December.
    26. Woodruff, Christopher & Zenteno, Rene, 2007. "Migration networks and microenterprises in Mexico," Journal of Development Economics, Elsevier, vol. 82(2), pages 509-528, March.
    27. Rosenthal, Stuart S. & Strange, William C., 2008. "The attenuation of human capital spillovers," Journal of Urban Economics, Elsevier, vol. 64(2), pages 373-389, September.
    28. Rosero-Bixby, Luis, 2004. "Spatial access to health care in Costa Rica and its equity: a GIS-based study," Social Science & Medicine, Elsevier, vol. 58(7), pages 1271-1284, April.
    29. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
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    More about this item

    Keywords

    Transport Economics Policy&Planning; Roads&Highways; Health Monitoring&Evaluation; Standards and Technical Regulations; Population Policies;
    All these keywords.

    JEL classification:

    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • R20 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - General

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