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Table 3 Multivariate multinomial logistic regression model of return to same rural region of work as rural region of training experienced during basic medical training

From: Increasing doctors working in specific rural regions through selection from and training in the same region: national evidence from Australia

Ref: work in metropolitan

Same rural region of work (RRR, 95% CI)

Different rural region of work (RRR, 95% CI)

Career stage (ref = Pre-registrar)

 Non-GP: registrar

0.24 (0.14–0.39)***

0.76 (0.53–1.09)

 Non-GP: independent

0.63 (0.44–0.90)*

1.08 (0.80–1.46)

 GP: registrar

2.70 (1.67–4.38)***

4.37 (2.87–6.64)***

 GP: independent

2.09 (1.51–2.89)***

3.53 (2.64–4.72)***

Female (ref = Male)

0.75 (0.59–0.94)*

0.79 (0.66–0.94)**

Rural region of training (ref =  < 12 weeks)

 3–12 month training

1.42 (1.08–1.88)*

0.99 (0.81–1.21)

  > 1 year training

5.22 (3.95–6.89)***

1.54 (1.19–1.98)**

Rural region of origin (ref = no)a

3.24 (2.54–4.12)***

2.32 (1.91–2.81)***

  1. N = 4097 (Excluded: nil rural training); RRR: relative risk ratio; *p < 0.05, **p < 0.01, ***p < 0.001
  2. aAnalysis was repeated with rural origin separated into 6–11 years and 12–18 years; however, this revealed similar effect sizes of same rural region of work: 6–11 years (RRR 3.16, 2.08–4.81)***, 12–18 years (RRR 3.26, 2.51–4.24)***