@article{Dorélien_43_49,
author = {Dorélien, Audrey and Xu, Hongwei},
title={{Estimating rural–urban disparities in self-rated health in China: Impact of choice of urban definition}},
journal = {Demographic Research},
volume = {43},
number = {49},
pages = {1429--1460},
doi = {10.4054/DemRes.2020.43.49},
year = {2020},
abstract = {Objective: We use the 2014 China Family Panel Studies (CFPS), which includes anchoring vignettes, to provide an up-to-date assessment of rural–urban health disparities as measured by self-rated health (SRH) in China. Our analysis is based on multiple definitions (hukou and the two different residence-based definitions) of rural–urban and migration status; previous research was inconclusive due to the use of different definitions and concerns about status-based differential health expectations (reporting heterogeneity). 

Results: We find a nonlinear difference between rural and urban Chinese in how they self-assess health status, regardless of the urban definition used. Urban respondents do not always hold a higher standard for self-assessment of health. Instead, their rating styles depend on the level of latent health. After controlling for the reporting heterogeneity, we find on average a slight urban advantage in SRH, but it is most pronounced when using the statistical (density dependent) definition of urban. 

Contribution: We study rural–urban health disparities based on three different urban definitions and migration status. Although we examine the urban definitions that are specific to China, we demonstrate a mindful approach when multiple definitions exist and caution against any simplistic approach that ignores context-specific urban definition. We also provide clear illustrations of the different types of reporting heterogeneity, as well as a way to visualize the cut-points, thresholds, and latent health estimates. },
URL = {https://www.demographic-research.org/volumes/vol43/49/},
eprint = {https://www.demographic-research.org/volumes/vol43/49/43-49.pdf}
}