Pritchett, Lant and Sumarto, Sudarno and Suryahadi, Asep (2000): A Quick and Dirty Estimate of Measurement Error in Household Survey Consumption Expenditures: Application to Indonesian Data.
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Abstract
Measurement error is an enormous problem in empirical work. In some types of analysis, it is often ignored for various reasons. In some others, however, it cannot be ignored because it affects the results of analysis significantly. We use a simple procedure to estimate the extent of measurement error in household consumption expenditures data by comparing the coefficients obtained from OLS and instrumental variable regressions. We applied the procedure into school participation, durable goods expenditures, and clothing expenditures models using 10 different household survey data sets from Indonesia. The results indicate that measurement error accounts for less than 20 percent of total variance found in cross section household expenditures. In general, surveys which use detailed consumption questionnaire have smaller measurement error than those which use aggregated consumption questionnaire.
Item Type: | MPRA Paper |
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Original Title: | A Quick and Dirty Estimate of Measurement Error in Household Survey Consumption Expenditures: Application to Indonesian Data. |
English Title: | A Quick and Dirty Estimate of Measurement Error in Household Survey Consumption Expenditures: Application to Indonesian Data. |
Language: | English |
Keywords: | Measurement error, household expenditure, education, Indonesia. |
Subjects: | D - Microeconomics > D1 - Household Behavior and Family Economics I - Health, Education, and Welfare > I3 - Welfare, Well-Being, and Poverty I - Health, Education, and Welfare > I3 - Welfare, Well-Being, and Poverty > I32 - Measurement and Analysis of Poverty |
Item ID: | 60936 |
Depositing User: | Dr Sudarno Sumarto |
Date Deposited: | 27 Dec 2014 05:45 |
Last Modified: | 15 Oct 2019 01:57 |
References: | Baulch, Bob and John Hoddinot (2000), ‘Economic Mobility and Poverty Dynamics in Developing Countries,’ Journal of Development Studies, forthcoming. Deaton, Angus (1997), The Analysis of Household Surveys: A Microeconometric Approach to Development Policy, Johns Hopkins University Press, Baltimore, MD. Greene, William H. (1990), Econometric Analysis, Macmillan, New York. Hausman, J.A., W.K. Newey, and J.L. Powell (1995), ‘Nonlinear Errors in Variables: Estimation of Some Engel Curves,’ Journal of Econometrics, Vol. 65, pp. 205-34. Luttmer, Erzo F.P. (2000), Inequality and Poverty Dynamics in Transition Economies: Disentangling Real Events from Noisy Data, World Bank, Washington, D.C., mimeo. Pritchett, Lant, Asep Suryahadi, and Sudarno Sumarto (2000), Quantifying Vulnerability to Poverty: A Proposed Measure, with Application to Indonesia, SMERU Working Paper, May, Social Monitoring & Early Response Unit, Jakarta. Suryahadi, Asep, Sudarno Sumarto, Yusuf Suharso, and Lant Pritchett (2000), The Evolution of Poverty during the Crisis in Indonesia, 1996 to 1999 (Using Full Susenas Sample), SMERU Working Paper, March, Social Monitoring & Early Response Unit, Jakarta. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/60936 |