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Table 3 Baseline factors associated with incomplete follow-up and rejoining: multivariable logistic regression

From: Sample attrition analysis in a prospective cohort study of medical graduates in China

Variables

(1)

(2)

(3)

All sample

Graduates of 2015-2017

Incomplete samples

OR

95% CI

OR

95% CI

OR

95% CI

Demographic information

  Types of students (0=NCSP)

0.40***

(0.33 - 0.48)

0.37***

(0.29 - 0.46)

1.52**

(1.05 - 2.19)

  Male (0=female)

1.07

(0.90 - 1.25)

1.13

(0.93 - 1.39)

0.99

(0.72 - 1.37)

  Rural background (0=urban)

0.97

(0.80 - 1.18)

0.99

(0.78 - 1.26)

1.26

(0.86 - 1.85)

  Highest education level of parents (0=low middle school and below)

1.02

(0.85 - 1.22)

1.00

(0.80 - 1.24)

1.19

(0.84 - 1.70)

  Occupation of father (0=not farmer)

0.89

(0.74 - 1.08)

0.83

(0.66 - 1.04)

1.33

(0.91 - 1.94)

  Pressure from tuition and other fee during school (0=no)

0.76

(0.57 - 1.01)

0.65**

(0.45 - 0.95)

0.97

(0.57 - 1.65)

  Household size (0=3 and below)

0.84**

(0.71 - 1.00)

0.90

(0.73 - 1.11)

0.83

(0.58 - 1.17)

Attitudes towards medical study

  Studying medicine was first choice (0=no)

0.78**

(0.65 - 0.95)

0.81

(0.64 - 1.01)

1.13

(0.79 - 1.62)

  Planning to pursue postgraduate study(0=no)

0.90

(0.75 - 1.08)

0.86

(0.69 - 1.08)

0.83

(0.58 - 1.19)

  Willing to participate in residency training(0=no)

0.80**

(0.66 - 0.98)

0.76**

(0.60 - 0.97)

0.93

(0.64 - 1.36)

  Satisfied with medical education received(0=no)

0.95

(0.81 - 1.12)

0.99

(0.81 - 1.21)

0.91

(0.65 - 1.26)

  Understanding compulsory services program (0=no)

-

-

-

-

-

-

Preferences of career development

  Desired to work in public hospitals above county level after graduation (0=no)

1.00

(0.84 - 1.20)

1.06

(0.85 - 1.31)

0.89

(0.63 - 1.25)

  Confidence of passing NMLE within one year (0=no)

0.99

(0.84 - 1.16)

1.03

(0.84 - 1.26)

1.14

(0.82 - 1.59)

  Income was the primary consideration when applying for jobs (0=no)

1.10

(0.93 - 1.31)

1.08

(0.87 - 1.34)

0.89

(0.63 - 1.26)

  Contract-signing place was hometown (0=no)

-

-

-

-

-

-

Response behaviors in baseline

  Providing scores for university entrance exam (0=no)

0.82**

(0.69 - 0.97)

0.76**

(0.62 - 0.94)

1.64***

(1.15 - 2.33)

  Providing contact information (0=no)

0.46***

(0.32 - 0.66)

0.36***

(0.22 - 0.60)

0.82

(0.43 - 1.54)

  Providing household income (0=no)

0.60***

(0.43 - 0.84)

0.60**

(0.40 - 0.89)

0.87

(0.49 - 1.54)

  Constant

17.33***

(8.89 - 33.81)

27.90***

(12.00 - 64.87)

0.22***

(0.07 - 0.65)

  Number of observations

3,310

 

1,930

 

840

 
  1. Notes: (1) Source: Compulsory Services Program 2015-2020 wave; (2) Robust 95% CI in parentheses, *** p<0.01, ** p<0.05 (3) Logistic regression was conducted, with odds ratio reported. The schools and years of graduation for each sub-cohort were controlled for in all regressions to control for cohort effects. (4) The dependent variable was dichotomous, 1=incomplete and 0=complete; in regression 3, the incomplete samples included always-out, rejoin, and other, and the dependent variable was 1 for rejoin and 0=always-out or other. (5) NMLE China National Medical Licensing Examination; OR odds ratio; CI confidence interval; NA not applicable; NCSP non-compulsory services program