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. 2022 Aug 22;24(8):e37611. doi: 10.2196/37611

Table 10.

Means, 95% CIs, and design effects for importance of values.


Estimate of the meana (95% CI) Design effect
C01b —machine reads medical test, diagnoses, and recommends treatment

Accuracy 1.49 (1.46-1.53) 1.98

Human contact 1.78 (1.74-1.81) 1.95

Responsibility 1.78 (1.75-1.82) 1.98

Explanation 1.86 (1.82-1.90) 1.96

Fairness 1.87 (1.83-1.91) 1.91

Speed 2.08 (2.04-2.12) 1.88

Reducing costs 2.30 (2.25-2.34) 1.92
C02—machine triages when you are unwell

Accuracy 1.56 (1.51-1.61) 1.73

Responsibility 1.76 (1.71-1.81) 1.75

Human contact 1.81 (1.75-1.86) 1.72

Explanation 1.87 (1.82-1.93) 1.76

Speed 1.90 (1.85-1.95) 1.64

Fairness 1.94 (1.88-2.00) 1.81

Reducing costs 2.43 (2.36-2.50) 1.74
D01—machine processes application for unemployment benefits (data sharing required)

Accuracy 1.61 (1.56-1.65) 1.53

Fairness 1.80 (1.75-1.85) 1.56

Explanation 1.86 (1.80-1.91) 1.61

Personal tailoring 1.87 (1.82-1.92) 1.58

Human contact 1.88 (1.82-1.93) 1.54

Speed 1.99 (1.93-2.04) 1.58

Reducing costs 2.51 (2.45-2.58) 1.59
D02—chatbot advises about carer payments

Accuracy 1.60 (1.55-1.64) 1.6

Fairness 1.81 (1.76-1.87) 1.68

Personal tailoring 1.82 (1.77-1.87) 1.67

Human contact 1.83 (1.77-1.88) 1.63

Speed 1.91 (1.86-1.97) 1.71

Explanation 2.02 (1.96-2.08) 1.72

Reducing costs 2.60 (2.54-2.67) 1.71

aMeans and CIs adjusted for weighting.

bCode (eg, C01) indicates question number in instrument.