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Table 3 Length of stay by gender, nationality, profession, and relationship status

From: Application of machine learning models in predicting length of stay among healthcare workers in underserved communities in South Africa

 

Mean length of stay (days)

Standard deviation (sd)

Sample (n)

Percentage (%)

Gender

 Female

603.48

499.0

861

46

 Male

791.26

630.9

997

54

Total

  

1 838

100

Nationality (top 4)

 South Africa

548.65

388.1

381

41

 United Kingdom

475.11

373.3

361

39

 Nigeria

1 096.09

719.7

106

11

 Netherlands

753.36

532.7

86

9

Registered profession

 Doctor

714.58

588.4

1 538

83

 Nurse

575.38

498.2

107

6

 Other supporting staff

684.31

550.9

193

10

Total

  

1 838

100

Relationship status

 Single

625.22

530.64

1 114

61

 Married

868.46

659.26

574

31

 Other

651.12

651.12

150

8

Total

  

1 838

100