Te. Duncan et al., SERIAL FLUCTUATIONS IN EXERCISE BEHAVIOR AS A FUNCTION OF SOCIAL SUPPORT AND EFFICACY COGNITIONS, Journal of applied social psychology, 23(18), 1993, pp. 1498-1522
The present study investigated the role of social support provisions a
nd efficacy cognitions in adherence to a prescribed exercise regimen.
A generalized estimating equations approach was employed to estimate r
egression coefficients via an iterative weighted least squares algorit
hm. Findings indicated that when employed as time-varying covariates,
the social provisions of reassurance of worth, attachment, and, to a l
esser extent, guidance were significantly associated with intraindivid
ual fluctuations in program adherence. Specifically, individuals with
a greater sense of self-worth were more likely to adhere throughout th
e program, whereas the effects of subject's perceptions of greater att
achment, although generally related to sustained adherence, fluctuated
over time. Findings also suggest that individuals perceiving higher l
evels of guidance were less likely to adhere during the early and conc
luding stages of the exercise program. Although synchronous covariatio
n existed between efficacy cognitions and attendance, self-efficacy wa
s not predictive of intraindividual change in attendance over time. Re
sults are discussed in regard to the importance of self-referent proce
sses and social provisions in exercise adherence, and the utility of t
he proposed generalized estimating equations approach to the analysis
of longitudinal data.