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Table 4 Estimated regression coefficients and corresponding 95% confidence intervals in parentheses from both univariable and multivariable linear regression models (N = 672). Overall Wald-test p-values for categories with more than two levels are in italics

From: A cross-sectional study of student empathy across four medical schools in Denmark—associations between empathy level and age, sex, specialty preferences and motivation

 

Univariable models

Multivariable model

Variable

Estimate (95% CI)

p-value

Estimate (95% CI)

p-value

Motivations

 Biology (yes)

0.4 (-1.3;2.1)

0.6348

0.0 (-1.9;2.0)

0.98

 Prestige (yes)

-0.8 (-3.2;1.6)

0.5027

-0.6 (-3.0;1.9)

0.64

 Helping others (yes)

0.8 (-0.9;2.4)

0.3731

-0.5 (-2.5;1.5)

0.62

 Personal experiences (yes)

2.3 (0.0;4.6)

0.0459

2.1 (-0.5;4.8)

0.11

 None stated

-3.6 (-6.4;-0.9)

0.0092

-4.1 (-7.6;-0.5)

0.027

University

 

0.8444

 

0.96

 AAU

Ref

 

Ref

 

 AU

0.4 (-2.6;3.4)

0.8079

0.6 (-2.4;3.7)

0.69

 KU

-0.2 (-3.4;2.9)

0.8776

0.5 (-2.6;3.6)

0.76

 SDU

-0.5 (-3.5;2.5)

0.7249

0.1 (-2.9;3.1)

0.94

Female Sex

3.7 (1.8;5.5)

 < 0.001

2.5 (0.6;4.5)

0.012

Age categories

 18–24 years old

Ref

 

Ref

 

 25 + 

0.6 (-1.1;2.3)

0.4809

0.2 (-2.4;2.9)

0.86

Educational year

 

0.6359

 

0.77

 1st

Ref

 

Ref

 

 3rd

0.8 (-1.2;2.7)

0.4325

0.7 (-1.3;2.6)

0.49

 6th

0.8 (-1.2;2.9)

0.4167

0.1 (-2.9;3.2)

0.93

Living situation

 

0.0195

 

0.26

 Alone

Ref

 

Ref

 

 With spouse/partner

2.8 (0.7;4.9)

0.0081

1.8 (-0.4;4.0)

0.11

 With others

0.8 (-1.2;2.9)

0.4287

0.6 (-1.5;2.8)

0.57

Parental status: children

 Yes

Ref

 

Ref

 

 No

-1.0 (-4.8;2.8)

0.6039

0.8 (-3.1;4.8)

0.68

Specialty preference

 

< 0.001

 

< 0.001

 General practice

Ref

 

Ref

 

 Anesthesiology

-4.9 (-8.5;-1.3)

0.0083

-3.4 (-7.1;0.3)

0.074

 Dermatology and venerology

-3.4 (-10.9;4.2)

0.3800

-4.1 (-11.6;3.4)

0.28

 Endocrinology

-2.2 (-8.3;3.8)

0.4651

-1.3 (-7.4;4.8)

0.67

 Gynecology/obstetrics

-0.9 (-4.3;2.6)

0.6185

-1.5 (-5.0;2.0)

0.40

 Infection medicine

-2.6 (-9.4;4.2)

0.4533

-2.3 (-9.1;4.6)

0.52

 Cardiology

-6.1 (-11.9;-0.2)

0.0415

-4.7 (-10.6;1.2)

0.12

 Surgery

-6.8 (-10.4;-3.1)

 < 0.001

-6.3 (-10.0;-2.7)

 < 0.001

 Neurosurgery

-7.2 (-13.0;-1.3)

0.0162

-7.4 (-13.3;-1.5)

0.014

 Neurology

-3.2 (-8.3;1.9)

0.2221

-2.7 (-7.8;2.5)

0.31

 Oncology

-2.9 (-10.4;4.7)

0.4545

-3.0 (-10.6;4.6)

0.44

 Ortopedic surgery

-5.6 (-10.3;-0.9)

0.0204

-4.4 (-9.2;0.3)

0.068

 Psychiatry

4.2 (-0.5;8.9)

0.0791

5.4 (0.6;10.2)

0.027

 Pediatrics

1.1 (-2.1;4.4)

0.4875

1.6 (-1.7;4.9)

0.35

 Thoracic surgery, cardiac surgery

-11.8 (-19.0;-4.7)

0.0012

-11.3 (-18.5;-4.1)

0.002

 Less frequent category, N < 10

-4.5 (-7.7;-1.3)

0.0056

-3.7 (-6.9;-0.4)

0.026

 Missing

-3.9 (-6.5;-1.3)

0.0032

-3.3 (-6.0;-0.6)

0.016

Constant

  

111.2 (105.4;117.1)

 < 0.001