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Health Status Measurement, Construct Validity
Just as it is important to ascertain that a measurement instrument produces reliable results across different situations, it is crucial to assess whether it measures what it is intended to measure—its validity. In the area of health status measurement, construct validation of measurement instruments underlies sound medical decision making. Validity is established through a process involving a series of experiments designed to test various relevant hypotheses about the structure and nature of the construct and its logical manifestations. The results of these experiments inform the level of confidence with which researchers make conclusions about the persons under study and the interpretation of instrument scores.
Early measurement of health focused heavily on disease and mortality rates for populations and on clinical variables representing disease activity for individuals. Over time, with the mounting challenges presented by chronic diseases and disorders, many health interventions have focused more on levels of physical, mental, and social functioning than on length of life. Under these circumstances, sound medical decision making about the value of healthcare interventions depends increasingly on the validity of instruments for measuring health status. The impact of validity on interpretation of clinical trials has been demonstrated empirically in psychiatry, with evidence that clinical trials using unvalidated measurement instruments were more likely to report treatment effectiveness than those employing validated measures. This entry describes the specific challenges involved in assessing the construct validity of health status measures, addresses the evolving conceptual framework for validity and associated taxonomy, explains the main approaches used, and provides additional resources for more in-depth discussion of theory and methods.
Challenges in Validation of Health Status
As compared with the measurement of physical attributes such as height and weight, the measurement of health status comes with special challenges because it is not a directly observable quantity but a construct; a variable that must be defined to be measured. The definition of the construct may originate from theory, clinical or empirical observation, or a combination of the two. Essentially a construct is itself a theory about what makes up the construct and how its component parts relate. Based on the definition, instrument developers decide what attitudes, behaviors, or characteristics would be the best indicators of the construct. For example, it is widely accepted that health status is a multidimensional construct that includes at least physical status, emotional or mental status, and symptoms. Potential indicators can be observable manifestations of the construct, such as behaviors, or they can be attitudes. Measurement may be conducted by observation of behaviors through performance tests or by eliciting subjects' reports of their behaviors. The measurement of attitudes requires posing questions that represent the attitude in question. For many constructs, including health status, self-report is the preferred approach to measurement; therefore, questions are used to tap aspects of each of the dimensions of health status, and responses are provided to allow numerical description or scaling. In the case of physical status, developers ask themselves, “What behaviors would represent a lot of (or little) physical function?” An ideal measurement instrument would cover the full range of relevant functional activities, with a sufficient number of increments in response categories to measure differences across the functional continuum.
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