Measuring the Determinants of School Completion in Pakistan: Analysis of Censoring and Selection Bias
AbstractThis paper explores the demand for child schooling in Pakistan, using the Pakistan Integrated Household Survey (1991). There have been few such studies for Pakistan, a country with relatively low enrollment rates and education levels, high illiteracy, and large disparity between male and female education. Additionally, this study focuses on two potential sources of bias in the estimation of the demand for schooling. First, studies which do not distinguish between currently enrolled children and those who completed their schooling subject their estimates to a form of censoring bias, Second, studies which exclude children who have left the household from their samples may introduce sample selection bias if the decisions to leave home and to attend school are related. This study finds evidence of both "censoring" and "sample selection" bias in the demand for child schooling in Pakistan.
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Bibliographic InfoPaper provided by Yale - Economic Growth Center in its series Papers with number 794.
Length: 42 pages
Date of creation: 1999
Date of revision:
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EDUCATION ; ECONOMIC MODELS;
Find related papers by JEL classification:
- I20 - Health, Education, and Welfare - - Education - - - General
- C24 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Truncated and Censored Models; Switching Regression Models
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- Michael Clemens, 2004.
"The Long Walk to School: International Education Goals in Historical Perspective,"
37, Center for Global Development.
- Michael A. Clemens, 2004. "The Long Walk to School: International education goals in historical perspective," Development and Comp Systems 0403007, EconWPA.
- Holmes, Jessica, 2003. "Measuring the determinants of school completion in Pakistan: analysis of censoring and selection bias," Economics of Education Review, Elsevier, vol. 22(3), pages 249-264, June.
- Sibel Selim, 2013. "A comparative analysis on school attainment in Turkey and Malta: application of the Tobit model," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(5), pages 2709-2722, August.
- World Bank, 2005. "Pakistan : Country Gender Assessment, Bridging the Gender Gap, Opportunities and Challenges," World Bank Other Operational Studies 8453, The World Bank.
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