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Table 5 Binomial logistic regression for factors affecting choice of specialization when specialties categorized into non-controllable versus controllable lifestyles

From: Career preferences of final year medical students at a medical school in Kenya–A cross sectional study

Lifestyle (non-controllable versus controllable)

Odds ratio

(95 % CI)

p-value

Sex (female vs male)

1.89

(0.22-15.86)

0.558

Marital status (married vs single)

1

-

-

Spent most of life (urban vs rural)

1.57

(0.10-24.59)

0.747

Religion (base category Christianity)

   

Muslim

2.89

(0.15-56.10)

0.483

Hindu

1

-

-

None

1

-

-

Profession of mother/female guardians (non-medical vs medical)

1

-

-

Profession of father/male guardian (non-medical vs medical)

1

-

-

Fees payment (government vs self)

0.28

(0.03-2.77)

0.275

Factors affecting choice of specialization (base outcome is ‘No’)

   

Maybe

0.32

(0.02-6.24)

0.452

Yes

0.47

(0.03-7.56)

0.594

  1. Significance level alpha 0.05 the variable labelled ‘factors affecting choice of specialization’ was generated after factor analysis for the 18 independent categorical variables on questionnaire [see Additional file 1- section B2]
  2. Odds ratios compare non-controllable to controllable lifestyle