M. Kiernan et al., CHARACTERISTICS OF SUCCESSFUL AND UNSUCCESSFUL DIETERS - AN APPLICATION OF SIGNAL-DETECTION METHODOLOGY, Annals of behavioral medicine, 20(1), 1998, pp. 1-6
Signal detection methods were used to identify predictors of successfu
l weight loss in 177 mildly to moderately overweight women and men ass
igned to one of two weight-loss programs. Predictors included initial
demographic, physiological, behavioral, and psychosocial characteristi
cs, and program type (e.g. diet-only and diet-plus-exercise). Successf
ul weight loss was defined as a loss of at least two units of body mas
s index at one year Four subgroups were identified. Participants in th
e diet-plus-exercise program who were initially more satisfied with th
eir bodies and did not have a history of repeated weight loss were mos
t likely to succeed (63% succeeded). In contrast, participants assigne
d to the diet-plus-exercise program who were either extremely dissatis
fied with their bodies or who had a history of repeated weighs loss we
re at similar risk for failure as participants in the diet-only progra
m (only 26% to 35% succeeded). The results underscore the potential ut
ility of exploring these subgroups further to inform the development o
f new treatment strategies to increase the likelihood of success.