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Table 3 HIV testing preferences of MSM in China (MXL model)

From: No Place Like Home? Disentangling Preferences for HIV Testing Locations and Services Among Men Who Have Sex with Men in China

Design attributes and levels Coefficient SE StdD SE
Test location
 Home − 0.14* 0.05 0.75*** 0.11
 Community-based organization 0.04 0.05 0.59*** 0.12
 Hospital − 0.05 0.05 − 0.01 0.65
 Health department 0.15** 0.05 0.01 0.90
Identifier collected at test time
 Must show ID card − 0.33*** 0.04 0.58*** 0.07
 Do not need to show ID card 0.33*** 0.04 0.61*** 0.07
Test administrator
 Self-test − 0.18 0.19 0.98*** 0.12
 Person with on-the job training − 0.24* 0.10 − 0.25* 0.12
 Health professional 0.41*** 0.11 0.10 0.31
MSM identity disclosure
 Required to disclose MSM activity − 0.13*** 0.03 0.46*** 0.07
 NOT required to disclose MSM activity 0.13*** 0.03 0.43*** 0.07
Type of test
 Venipuncture 0.06 0.03 0.38*** 0.08
 Finger prick − 0.06 0.03 0.31*** 0.09
Cost/incentive
 7.50 USD incentive 0.31*** 0.05 0.40** 0.14
 Free 0.49*** 0.06 0.66*** 0.12
 7.50 USD cost − 0.22*** 0.06 − 0.04 0.47
 15 USD cost − 0.59*** 0.06 0.01 0.52
Scheduling
 Walk-in 0.06 0.03 0.14 0.17
 Appointment necessary − 0.06 0.03 0.22* 0.11
Nonrandom parameter
 Opt-out ASC − 0.89*** 0.05   
Model fit statistics
 Number of individuals 803    
 Number of completed choice sets 4738    
 Log-likelihood function − 4075.5    
  1. *p < 0.05; **p < 0.01; ***p < 0.001
  2. StdD Standard deviation, SE standard error, ASC alternative-specific constant