Sa. Bozzette et al., A PERCEIVED HEALTH INDEX FOR USE IN PERSONS WITH ADVANCED HIV DISEASE- DERIVATION, RELIABILITY, AND VALIDITY, Medical care, 32(7), 1994, pp. 716-731
Acceptance of health status as an outcome in clinical trials of new tr
eatments for HIV disease has been hampered by the lack of valid and cl
inically relevant means of summarizing differences across multiple dim
ensions. We formed a summary Perceived Health Index from health status
measures adapted from RAND Medical Outcomes Study scale and contained
in the HIV-PARSE survey instrument, which had been administered to a
large number of participants in clinical trials for advanced HIV disea
se. The psychometric properties of the included health status scales w
ere assessed using multitrait scaling and test-retest stability. Weigh
ts for the index were derived from regressions of Current Health Perce
ptions on the domain-specific health status scales. The effect of part
icipant characteristics on weights was tested. Finally, the reliabilit
y and known-clinical groups validity of the index was assessed. Data w
ere obtained from 1,862 clinical trial participants who provided a tot
al of 7,352 observations. The mean CD4 count was 131. The internal con
sistency reliability of the multi-item scales ranged from 0.86 to 0.90
, and items demonstrated excellent discrimination across scales. The d
omain-specific scales explained 59% of the variation in the Current He
alth Perceptions scale (P <0.00001). The resulting Perceived Health In
dex was equal to 0.20 Physical Functioning + 0.15 Pain + 0.41 Energy/F
atigue + 0.10 Emotional Well-Being + 0.05 Social Functioning + 0.09 Ro
le Functioning. The strong positive bivariate relationship between the
Cognitive Function/Distress scale and the Current Health Perceptions
scale was subsumed by the combination of the other domain-specific sca
les in multiple regressions, so it does not appear independently in th
e index. The proportional weights used in the index were insensitive t
o variations in demographics. The reliability of the index was conserv
atively estimated to be 0.94. Patients with index scores in the lowest
quartile had a 2- to 11-fold higher probability than those in the hig
hest quartile of reporting various specific clinical events, and the i
ndex correlated significantly more highly with the number of such even
ts than did the current health perceptions scale. The modified MOS hea
lth status scales included in the HIV-PARSE are reliable and valid in
patients with advanced HIV disease. The Perceived Health Index provide
s a reliable and valid means of summarizing self-reported current heal
th, correlates strongly with clinical indicators, and should be useful
as a outcome measure in patients enrolling into clinical trials of th
erapies for advanced HIV disease. Regression based weights are a usefu
l means of summarizing multidimensional measures.