2014年12月26日 星期五

AAHLS分析結果與討論紀錄

Ÿ   Purpose: to examine the construct validity of the All Aspects of Health Literacy Scale (AAHLS)
Ÿ   Measure: The AAHLS comprises 13 items covering 3 subdomains: functional HL, communicative HL, and critical HL.
Ÿ   Data: 病人與家屬的data合併分析 (n=139)所得結果較僅分析病人的data (n=107)好,故以下呈現病人與家屬的data分析結果
Ÿ   Data analysis and critical values:
1.         CFA: χ2/df=2, RMSEA=0.06, CFI=0.95, SRMR=0.08
2.        Rasch (PCM) analysis: infit and outfit MNSQ = 0.6-1.4
3.        Mokken scaling: Hi ≥ 0.3, scale H ≥ 0.5
method
unidimension
three dimension
CFA
Ÿ initial model:
χ2=221.28
df=65
χ2/df=3.40
RMSEA=0.13
CFI=0.73
SRMR=0.09
Poor model fit!
Ÿ 刪除factor loading <0.55題(第1-31113題):
χ2=121.64
df=20
χ2/df=6.08
RMSEA=0.19
CFI=0.80
SRMR=0.08
Poorer model fit!
Ÿ initial model:
χ2=117.24
df=62
χ2/df=1.89
RMSEA=0.08
CFI=0.90
SRMR=0.07
Problems:第1題的error variance為負值,不合理,代表model有問題;若刪除第1題,換第2題的error variance為負值,然若同時刪除第12題,functional HL subdomain僅剩一題,無法以CFA分析 (model unidentified)。故刪除functional HL subdomain重新分析
Ÿ functional HL subdomain deleted:
χ2=70.20
df=34
χ2/df=2.06
RMSEA=0.09
CFI=0.93
SRMR=0.06
RMSEA value was quite large, indicating inadequate fit, although the values of the other indices were acceptable.
Ÿ 刪除factor loading <0.52題(第1113題):
χ2=58.65
df=19
χ2/df=3.09
RMSEA=0.12
CFI=0.92
SRMR=0.06
poorer model fit!
Rasch
5 misfit items were deleted (items 1-3, 11, 13):
PCA 85.5%
Rasch reliability=0.77
3 misfit items were deleted (items 10, 11, 13):
Rasch reliability:
functional HL=0.45
communicative HL=0.80
critical HL=0.82
Mokken
刪除5Hi < 0.3的題目(items 1-3, 11, 13):
scale H=0.55
Reliability RHO= 0.89


後續論文撰寫計畫:分析結果不佳,若寫成論文,文章難以凸顯重點,發表機會不高。此外,樣本數不夠大,無法有力拒絕此工具之建構效度不佳。故資料暫擱置,留待日後發展測驗時之參考。

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