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Detecting rater bias using a person-fit statistic: a Monte Carlo simulation study Cover

Detecting rater bias using a person-fit statistic: a Monte Carlo simulation study

Open Access
|Jan 2018

Figures & Tables

Table 1

10-Item Checklist properties used to simulate the data (Items difficuly (Pi) and discrimination (Di))

Stations

 1

 2

 3

 4

5

6

7

 8

 9

10

11

12

Item

1

Di

 0.43

 0.67

 0.39

 0.89

0.92

0.82

0.77

 0.67

 0.67

 0.82

 0.59

 0.95

Pi

−0.05

 0.16

 0.24

 0.07

0.23

0.11

0.1

−0.35

 0.31

 0.09

 0.11

 0.14

2

Di

 0.75

 0.34

 0.2

 0.39

0.88

0.96

0.72

 0.08

 0.65

 0.34

 0.11

 0.76

Pi

 0.34

 0.1

 0.06

 0.25

0.27

0.16

0.11

−0.26

−0.06

−0.01

 0.3

 0.13

3

Di

 0.84

 0.7

 0.57

 0.95

0.89

0.86

0.75

 0.24

 0.91

 0.89

 0.63

 0.43

Pi

 0.48

 0.1

−0.03

 0.12

0.24

0.12

0.44

−0.49

 0.08

 0.1

 0.28

 0.08

4

Di

 0.97

 0.28

 0.48

 0.56

0.97

0.72

0.97

 0.01

 0.45

 0.62

 0.21

 0.73

Pi

 0.07

−0.41

−0.09

 0.55

0.3

0.14

0.14

−0.2

 0.1

 0.09

 0.24

 0.23

5

Di

 0.18

 0.8

 0.57

 0.7

0.97

0.75

0.93

 0.92

 0.84

 0.13

 0.78

 0.94

Pi

−0.07

 0.28

 0.25

 0.17

0.3

0.06

0.15

 0.41

 0.28

 0.04

 0.11

 0.23

6

Di

 0.18

 0.69

 0.67

 0.93

0.93

0.71

0.72

 0.86

 0.53

 0.81

 0.31

 0.82

Pi

−0.07

 0.21

 0.24

−0.03

0.16

0.17

0.29

 0.22

 0.43

 0.33

 0.36

 0.22

7

Di

 0.33

 0.66

 0.84

 0.41

0.86

0.91

0.92

 0.99

 0.14

 0.81

 0.64

 0.86

Pi

−0.06

 0.41

 0.34

 0.09

0.07

0.1

0.28

−0.06

 0.26

 0.17

 0.29

 0.19

8

Di

 0.34

 0.03

 0.87

 0.52

0.65

0.83

0.68

 0.92

 0.22

 0.62

 0.11

 0.95

Pi

−0.03

−0.12

 0.29

 0.62

0.29

0.19

0.18

 0.34

 0.24

 0.06

 0.22

 0.38

9

Di

 0.28

 0.08

 0.98

 0.92

0.86

0.8

0.98

 0.92

 0.77

 0.62

 0.06

 0.76

Pi

 0.1

 0.01

 0.6

 0.41

0.36

0.1

0.25

 0.14

 0.23

 0.05

 0.07

 0.02

10

Di

 0.3

 0.07

 0.9

 0.61

0.67

0.57

0.78

 0.95

 0.69

 0.6

 0.1

 0.05

Pi

−0.16

 0.19

 0.35

 0.31

0.15

0.17

0.33

 0.17

 0.19

 0.1

 0.07

−0.19

Fig. 1

Detection rates per type of rater bias, rate of bias and number of biased raters

40037_2017_391_Fig1_HTML.gif

Language: English
Published on: Jan 2, 2018
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2018 André-Sébastien Aubin, Christina St-Onge, Jean-Sébastien Renaud, published by Bohn Stafleu van Loghum
This work is licensed under the Creative Commons Attribution 4.0 License.