2017年8月31日 星期四

iSAT於思覺失調症患者之驗證結果 (1020 renew)

Validation of an iPad-based Selective Attention Test in patients with schizophrenia

N=51 (M=25, F=26) mean age=47.2yrs; mean education years=11.2yrs; mean age of onset=24.8yrs; range of CGIS=1-4

1. Test-retest reliability, random measurement error and practice effect: 
Low load indices: good
High load indices: need to be improved due to substantial random measurement error and moderate practice effect
Indices
ICC 
 (95% CI)
SEM (SEM%)
MDC (MDC%)
Effect size
(s: significant; ns: not significant) 
Low load (L)
0.89 
(0.80-0.94)
0.11 
(9.5%)
0.29 
(26.3%)
0.14
(s)
Low load with Distractor (LD)
         0.88   (0.78-0.93)
0.12 
(10.8%)
0.35 
(29.8%)
0.15
(s)
High load (H)
         0.75   (0.33-0.89)
0.40 
(14.6%)
1.11 
(40.5%)
0.43
(s)
High load with Distractor (HD)
         0.74   (0.41-0.87)
0.47 
(16.8%)
1.31 
(46.4%)
0.39
(s)

(1) The ICC for the L and LD indices ranged from 0.88 to 0.89, indicating that both low load indices had high test-retest reliability.

(2) The ICC for the H and HD indices ranged from 0.74 to 0.75, indicating that both high load indices had acceptable test-retest reliability.

(3) Our results showed that both low load indices had acceptable random measurement error, whereas both high load indices had substantial random measurement error.
*The criterion for the MDC% was set at 30%. MDC%<30% indicates acceptable random measurement error.

(4) A significant practice effect was shown between repeated assessments for all four indices. For both low load indices, the practice effect was negligible; whereas for both high load indices, the practice effect was around moderate.

2. Convergent validity 
(1) Correlation with MoCA: acceptable
L
LD
H
HD
0.42
0.43
0.48
0.47
All four indices had fair correlations with the MoCA, indicating acceptable convergent validity.

(2) Correlation with CGIS: insufficient
Only the L and LD indices had weak correlations (r=0.28-0.29) with the CGIS, indicating insufficient convergent validity.

3. Discriminative validity: Yes
(1) MoCA26 [good global cognition, N=14] vs. <26 [poor global cognition, N=37]:
All 4 indices had discriminative validity to discriminate participants with/without poor global cognitive function.
(2) Young adult (n=16) vs. middle-aged adult and elderly (n=35):
All four indices had discriminative validity to discriminate young adult and middle-aged/elderly adult participants.

4. Ecological validity: partial, correlation with the Personal and Social Performance (PSP)
Only the H and HD indices had significant weak correlation (r=0.29-0.31) with the PSP, indicating limited ecological validity.

5. Construct validity: fitting with perceptual load theory
The results of the iSAT in patients with schizophrenia confirmed the hypothesis of perceptual load theory. 
Participants' response time became slower (>0.04 seconds) when the distractor showed up in the low load condition. However, the distractor did not affect the participants' response time in the high load condition.

*How to reduce moderate practice effect in the high load condition:
To set up a criterion for response time to reach a plateau phase of selective attention performance. 


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