The Blinder–Oaxaca Decomposition for Nonlinear Regression Models

By Mathias Sinning, Markus Hahn, T. Bauer. 2008

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View Paper: https://www.semanticscholar.org/paper/d22370ed4e9ba7bad7193a243489cb38ef033f1e

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In Economics and Econometrics

Citations in the corpus

Firm-Level Corruption in Vietnam (2012, methodology): “Results in 19 For the implementation of the nonlinear Blinder-Oaxaca decomposition, we use the preprogrammed commands oaxaca and nldecompose developed for Stata by Jann (2008) and Sinning, Hahn, and Bauer (2008), respectively.”
Subjective Well-Being in China, 2005-2010: The Role of Relative Income, Gender and Location (2015, methodology): “41 Following Sinning, Hahn, and Bauer (2008), we also implemented a nonlinear decomposition analysis using ordered probit regressions.”
Entrepreneurial practices in research-intensive and teaching-led universities (2016, methodology): “…Blinder– Oaxaca model follows Fairlie (1999) who generalised the technique to the case of discrete choice models (including the probit model) and we use the latest version of the Stata command ‘‘oaxaca’’, which is extended to cover probit models, for estimating the models in Table 4 (Jann 2008).”
Nutrition, Religion, and Widowhood in Nigeria (2018, positive): “…to the mean gap, a ‘two-fold’ decomposition uses the vector of parameters ∗, obtained by estimating a pooled model of the data for both groups including a dummy for the Muslim religion (Neumark 1988; Jann 2008), to weigh the mean characteristics in the explained part of the decomposition.”
Caught in a Productivity Trap: A Distributional Perspective on Gender Differences in Malawian Agriculture (2013, positive): “The inclusion of the group membership indicator in the pooled regression for the estimation of β* takes into account the possibility that the mean difference in plot-level productivity measure is explained by gender of the plot manager, avoiding a possible distortion of the decomposition results due”
Bargaining, Sorting, and the Gender Wage Gap: Quantifying the Impact of Firms on the Relative Pay of Women (2016, neutral): “…effect of firm-specific pay premiums on the gender wage gap is about the same for workers with less 29In the wage decomposition literature (e.g., Jann, 2008) the sorting effect is often called an “endowment” effect, since it evaluates the differences in the shares of men and women at different…”
Disability as Inequality: Social Disparities, Health Disparities, and Participation in Daily Activities (2018, methodology): “Next, I utilize an Oaxaca-Blinder (Blinder 1973; Oaxaca 1973) twofold approach, specifically Stata’s oaxaca command (Jann 2008), to decompose the observed difference in time spent in each activity domain by disability status into the explained component and the unexplained component.”
Decomposing the Ins and Outs of Cyclical Unemployment (2012, positive): “We employ an approach proposed by several recent studies (Fortin, 2008; Jann, 2008; Elder et al., 2010) and estimate the reference vector through a pooled regression model over both samples, including a sample-specific intercept.”