Borooah, Vani and Iyer, Sriya (2005): The Decomposition of Inter-Group Differences in a Logit Model: Extending the Oaxaca-Blinder Approach with an Application to School Enrolment in India. Published in: Journal of Economic and Social Measurement , Vol. 30, (2005): pp. 279-293.
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This paper suggests a method of decomposing differences in inter-group probabilities from a logit model and shows how it can be related to similar decompositions derived from a Oaxaca-Blinder framework. In so doing, it offers a solution to a problem, embedded within the Oaxaca-Blinder decomposition, relating to the appropriate choice of common coefficient vectors with which to evaluate the different attribute vectors. The decomposition method also shows how pair-wise comparisons of groups might be conducted in the presence of more than two groups, without discarding the information on groups excluded from the comparison. The proposed method is applied to inter-group differences in schooling participation in India and the results are compared with the Oaxaca-Blinder method. The decomposition is applied specifically to inter-group differences in the enrolment of boys at school in India.
|Item Type:||MPRA Paper|
|Original Title:||The Decomposition of Inter-Group Differences in a Logit Model: Extending the Oaxaca-Blinder Approach with an Application to School Enrolment in India|
|English Title:||The Decomposition of Inter-Group Differences in a Logit Model: Extending the Oaxaca-Blinder Approach with an Application to School Enrolment in India|
|Keywords:||Logit regression; school enrolment; India, decomposition methods|
|Subjects:||C - Mathematical and Quantitative Methods > C2 - Single Equation Models ; Single Variables > C25 - Discrete Regression and Qualitative Choice Models ; Discrete Regressors ; Proportions ; Probabilities
C - Mathematical and Quantitative Methods > C0 - General > C01 - Econometrics
|Depositing User:||Vani / K Borooah|
|Date Deposited:||23. Dec 2009 08:01|
|Last Modified:||11. Feb 2013 18:35|
Blackaby, D.H., Drinkwater, S., Leslie, D.G., Murphy, P.D. (1997), “A Picture of Male Unemployment Among Britain’s Ethnic Minorities”, Scottish Journal of Political Economy, vol. 44, pp. 182-197.
Blackaby, D.H., Leslie, D.G., Murphy, P.D. and O’Leary, N.C. (1998), “The Ethnic wage Gap and Employment Differentials in the 1990s: Evidence for Britain”, Economics Letters, vol. 58, pp. 97-103.
Blackaby, D.H., Leslie, D.G., Murphy, P.D. and O’Leary, N.C. (1999), “Unemployment Among Britain’s Ethnic Minorities”, The Manchester School, vol. 67, pp. 1-20.
Blinder, A.S. (1973), “Wage Discrimination: Reduced Form and Structural Estimates”, Journal of Human Resources, vol. 8, pp. 436-455.
Gomulka, J. and Stern, N. (1990), “The Employment of Married Women in the United Kingdom, 1970-83”, Economica, vol. 57, pp. 171-199.
Nielsen, H.S. (1998), “Discrimination and Detailed Decomposition in a Logit Model”, Economics Letters, vol. 61, pp. 115-20.
Oaxaca, R. (1973), “Male-Female Wage Differentials in Urban Labor Markets”, International Economic Review, vol. 14, pp. 693-709.
Shariff, A. (1999), India Human Development Report, New Delhi: Oxford University Press.