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Table 3 Respondent characteristics, IAT effect and explicit survey measures

From: Measuring the bias against low-income country research: an Implicit Association Test

 

IAT

Explicit survey

Independent variables

N

%

Cohen’s d (95% CI)

% Agree

% Not agree

Males

83

25.86

0.61 (0.53, 0.69)

25.61

74.39**

Females

225

70.09

0.55 (0.50, 0.60)

48.42

51.58

 20–29

81

25.23

0.54 (0.46, 0.63)

37.50

62.50

 30–39

119

37.07

0.53 (0.46, 0.59)

41.18

58.82

 40–49

60

18.69

0.59 (0.50, 0.69)

45.76

54.24

 50–59

34

10.59

0.62 (0.49, 0.75)

40.62

59.38

 60+

16

4.98

0.75 (0.61, 0.89)

56.25

43.75

Academic qualification only

276

85.98

0.55 (0.51, 0.60)

42.28

57.72

Clinical qualification only

16

4.98

0.60 (0.42, 0.78)

43.75

56.25

Clinical-Academic qualification

18

5.61

0.69 (0.52, 0.87)

55.56

44.44

US born

146

46.79

0.57 (0.51, 0.63)

45.07

54.93

Non-US born

163

52.24

0.57 (0.51, 0.63)

38.27

61.73

US lives

180

57.32

0.56 (0.51, 0.62)

48.59

51.41

Non-US lives

127

40.45

0.57 (0.51, 0.63)

33.33

66.67

Live and born in US

176

54.83

0.56 (0.50, 0.62)

40.23

59.77*

Live and born in different countries

138

42.99

0.58 (0.52, 0.64)

45.93

54.07

Works at a University

211

66.56

0.56 (0.51, 0.61)

39.42

60.58

Does not work at a University

106

33.44

0.58 (0.51, 0.64)

48.08

51.92

Reads research daily

146

45.91

0.56 (0.50, 0.63)

41.78

58.22

Reads research less than daily

172

54.09

0.57 (0.51, 0.63)

43.11

56.89

Peer reviewer

173

45.17

0.53 (0.47, 0.59)

39.77

60.23

Not a peer reviewer

145

53.89

0.61 (0.55, 0.66)

45.77

54.23

IAT response categories

 Moderate pro-poor

4

1.25

−0.509 (−0.57, −0.45)

100.00

0.00

 Slight pro-poor

8

2.49

−0.232 (−0.28, −0.19)

37.50

62.50

 Neutral

32

9.97

0.017 (−0.02, 0.05)

34.38

65.62

 Slight pro-rich

43

13.4

0.251 (0.232, 0.27)

54.76

45.24

 Moderate pro-rich

94

29.28

0.515 (0.50, 0.53)

39.78

60.22

 Strong pro-rich

67

20.87

0.748 (0.74, 0.76)

47.69

52.31

 Very strong pro-rich

73

22.74

1.038 (1.00, 1.07)

34.72

65.28

Total

321

100.00

0.57 (0.52, 0.61)

42.41

57.59

  1. *p < 0.05 **p < 0.01