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Table 3 Regression analysis of the physician’s choice on the practice location between urban and rural areas

From: The multi-tiered medical education system and its influence on the health care market—China’s Flexner Report

Dependent variable

Logit model: urban (= 1) vs. rural (= 0)

(1) Odds ratio

(2) Odds ratio

Higher education

 College diploma (dummy)

2.748*** [2.581, 2.926]

2.699*** [2.516, 2.895]

 Bachelor degree or above (dummy)

34.480*** [31.665, 37.546]

19.591*** [17.809, 21.552]

Age

1.043*** [1.040, 1.047]

1.040*** [1.037, 1.043]

Male

0.435*** [0.408, 0.464]

0.474*** [0.441, 0.509]

Fixed effects

 

County

Number of observations

36 674

36 674

Log-likelihood function

− 1.59e+04

− 1.34e+04

Chi squared

10 950.468***

3 824.568***

Pseudo R-squared

0.257

0.356

BIC

31 759.125

26 834.060

  1. Source: 2009 Fujian province database is a cross-sectional database that collected basic characteristics of human resources for health in all of the health institutes
  2. Exponentiated coefficients are presented in the table; confidence intervals in parentheses
  3. *** denote statistical significance at the 1% levels