Is it worth the risk? A systematic review of instruments that measure risk propensity for use in the health setting
Introduction
Eliciting and considering patients’ treatment preferences is a critical component of shared patient–doctor clinical decision-making (Elwyn & Charles, 2001). A growing body of evidence suggests that obtaining and making provision for patient treatment preferences has the potential to enhance patient adherence to such treatment and improve health outcomes (Bowling & Ebrahim, 2001). It is therefore essential that health-care providers fully understand the multi-factorial influences guiding patients in their choice of treatments within a clinical setting. The challenge for both the patient and doctor is to consider these factors in any decision-making process.
Patients with cancer, for example, may face difficult treatment decisions about the role of adjuvant chemotherapy, radiotherapy and different surgical options. The decision-making process involves a plethora of factors. Ultimately patients, with their clinician, have to weigh up various risks, including the benefit and harm of each treatment option. For patients with cancer, this may involve weighing up the chances of improved survival against the risk of treatment adversely affecting their quality of life. How the risk of treatment is communicated to patients and how such risks are interpreted have been the subject of many studies (Lobb, Butow, Girgis, Kenny, & Tattersall, 1999; Fuller, Dudley, & Blacktop, 2001; Edwards, Unigwe, Elwyn, & Hood, 2004), however, the influence of an individual's general risk propensity (willingness to take risks) on their treatment decisions has received little attention.
The small amount of research in this area could, in part, be attributed to the problems associated with defining, and therefore measuring risk propensity as a construct. One view is that it is an unstable trait across situations with decision risk domains including finance, recreational activities, health/safety, social, ethical, career and prestige (Jackson, Hourany, & Vidmar, 1972; MacCrimmon & Wehrung, 1986; Horvath & Zuckerman, 1993; Weber, Blais, & Betz, 2002). In addition to these domain effects on risk taking, Kahneman and Tversky (1979) state that risk taking (therefore utility function) depends on the actual framing of the ‘risky’ situation, whereby individuals will be risk averse when they perceive themselves in a domain of gain, and risk seeking when in a domain of loss.
An alternative conception of risk has been formulated in the risk-value framework. Here risk taking is a function of the decision makers’ risk perception and their willingness to take on these perceived risks for a return (Weber, 2001). Mellers, Schwartz, and Weber (1997) however, state that variation in risk taking is actually attributable to an individual's perceived risk attitude (PRA). PRA is based on the notion that choices between risky situations depend on both an individual's perception of risk and his/her preference for it. Finally, facets of personality, particularly sensation seeking and impulsiveness have also been demonstrated as being driving forces of risk taking (Zuckerman, 1970; Eysenck & Eysenck, 1977; Eysenck, 1978; Zuckerman, Eysenck, & Eysenck, 1978; Zuckerman, 1994).
A number of instruments have been developed incorporating these theories. Still, there is little information available for the health researcher, however, concerning the relative merits or deficiencies of these measures. This review sets out to systematically identify tools that measure risk propensity and to appraise their validity and relevance in a clinical setting.
Section snippets
Method
At the beginning of July 2003, a systematic search of electronic bibliographic databases (Medline, CINAL, EMBASE and Psych Info) was conducted. Multiple terms associated with an individual's willingness to take risks, including risk propensity, risk taking, risk attitude(s) and risk perception(s), were combined with terms for instruments including measurement tool(s), measurement instrument(s), measurement scale(s) and psychological test(s). It was felt that there was sufficient overlap between
Results
Of 3546 articles identified in the database search, 3407 were rejected because they were not directly relevant to the research question. Resources were unavailable to translate two possibly relevant non-English articles (Krueger & Manfred, 1995; Lauriola, 1999). The 139 remaining articles that were potentially relevant were screened. In total, 14 measurement instruments were found. A summary of the instruments found is reported in Table 1. A short description of each instrument is provided
Critical appraisal
A portfolio of risk measures (MacCrimmon & Wehrung, 1985), the attitudes to risk taking scale (Grol et al., 1990) and the Business risk propensity scale (Sitkin & Weingart, 1995) are specific to the authors’ area of interest and do not measure general risk propensity. Therefore, they are excluded from further discussion.
The 11 remaining instruments generally reflect two approaches to measuring risk propensity; either by measuring risk propensity across multiple domains or the measurement of
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