Analysis of the impact factors of medical graduates' basic units employment
10.3760/cma.j.issn.2095-1485.2011.07.019
- VernacularTitle:医学生基层就业意向影响因子分析
- Author:
Shanli ZHANG
- Publication Type:Journal Article
- Keywords:
Impact factors;
Factor analysis;
Logistic regression
- From:
Chinese Journal of Medical Education Research
2011;10(7):825-828
- CountryChina
- Language:Chinese
-
Abstract:
ObjectiveTo explore the impact factors of medical graduates being employed at grass roots. Analysis may contribute to the adjustment and improvement of control policy. Methods1,000 students in Guangzhou Medical University were randomly sampled, and 946 valid questionnaires were being collected. Factor Analysis was adopted to extract component. Extraction method was Principal Component Analysis and rotated component.Components were used as independent variables in the Logistic Regression. The variable Y ( Willing to be employed at Grass Roots or not ) as the dependent variable. Adopted Logistic Regression analysis was made to explore impact factors of medical Graduates employed at Grass Roots. ResultsAccording to the Eigenvalues and Rotation Sums of Squared Loadings, 5 Components were extracted. The sorted descending is 'for grass-roots development', 'basic working conditions and benefits','the parent's attitude towards my career development' and 'family economic conditions'. ConclusionImpact factors can be reflected more objectively by using factor analysis elimination co-linearity in the original variables.
