Xiaojia Ge, Glen H. Elder Jr., Mark Regnerus, Christine Cox, Pubertal Transitions, Perceptions of Being Overweight, and Adolescents' Psychological Maladjustment: Gender and Ethnic Differences, Social Psychology Quarterly, Vol. 64, No. 4 (Dec., 2001), pp. 363-375
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Ge et al. (2001) studied this question.