Tb. Richards et al., ASSESSING PUBLIC-HEALTH PRACTICE - APPLICATION OF 10 CORE FUNCTION MEASURES OF COMMUNITY-HEALTH IN 6 STATES, American journal of preventive medicine, 11(6), 1995, pp. 36-40
Factor analysis, combined with an evaluation of item difficulty and di
scrimination, can provide useful insights in questionnaire development
. In 1993, as part of a study to develop a questionnaire to assess per
formance of the core functions of public health at a community level,
370 local health departments (LHDs) in six states completed a 26-item
questionnaire (94% response). This study describes factor analysis res
ults after controlling for item difficulty and discrimination. Fifteen
items had intermediate difficulty and fair-to-good discrimination. Fa
ctor analysis of these 15 items identified four factors. Three of thes
e factors included items from more than one of the core functions. The
se findings pose an interesting question for future research: are the
core functions of public health better conceived as three discrete, di
stinguishable factors or as three interlocking factors that form a sin
gle, seamless unit?