R. Moore et al., CONSENSUS ANALYSIS - RELIABILITY, VALIDITY, AND INFORMANT ACCURACY INUSE OF AMERICAN AND MANDARIN CHINESE PAIN DESCRIPTORS, Annals of behavioral medicine, 19(3), 1997, pp. 295-300
A quantitative method for validating quantitative interview results an
d checking sample parameters is described and illustrated using common
pain descriptions among a sample of Anglo-American and mandarin Chine
se patients and dentists matched by age and gender: Assumptions were t
hat subjects,were members of a sociocultural group (e.g. ethnic or pro
fessional/lay) and answered questions independently about a monotonic
domain (e.g. pain). Subjects answered 18 true/false items derived from
and selected to reflect pain perceptions consistent with published an
d unpublished interview data. Estimates of consistency in use of descr
iptors within groups, validity of description, accuracy of individuals
compared with others in their group, and minimum required sample size
were calculated using Cronbach's alpha factor analysis, and Bayesian
probability Ethnic and professional differences within and across grou
ps were also tested using multidimensional scaling (MDS) and hypothesi
s testing. Consensus (consistency of subject response by group) was .9
9 among Anglo-American and .97 among Chinese. Mean subject accuracy wa
s .81 for Americans and .57 for Chinese, indicating the need for large
r numbers of Chinese to supplement each others' statements. However la
rger numbers of subjects were recruited than actually required for eac
h ethnic group at .95 confidence limits. MDS showed similarities in us
e of descriptors within ethnic groups, while there were differences (p
<.001) between Chinese mid American groups. Use of covalidating quest
ionnaires that reflect results of qualitative interviews are recommend
ed in order to estimate sample parameters such as intersubject agreeme
nt, individual subject accuracy, and minimum required sample sizes.