Johnson Suzanne Bennett, Lynch Kristian F, Baxter Judith, Lernmark Barbro, Roth Roswith, Simell Tuula, Smith Laura
Department of Behavioral Science and Social Medicine, Florida State University,
Health Informatics Institute, University of South Florida.
J Pediatr Psychol. 2016 Apr;41(3):373-83. doi: 10.1093/jpepsy/jsv092. Epub 2015 Sep 27.
To identify predictors of later study withdrawal among participants active in The Environmental Determinants of Diabetes in the Young (TEDDY) for 1 year.
Multiple logistic regression was used to discriminate 3,042 children active in TEDDY for the first 3 years from 432 children who withdrew in Years 2 or 3. Predictor variables were tested in blocks-demographic, maternal lifestyle behaviors, stress and child illness, maternal reactions to child's increased diabetes risk, in-study behaviors-and a final best model developed.
Few demographic factors predicted study withdrawal. Maternal lifestyle behaviors, accuracy of the mother's risk perception, and in-study behaviors were more important. Frequent child illnesses were associated with greater study retention.
Demographic measures are insufficient predictors of later study withdrawal among those active in a study for at least 1 year; behavioral/psychological factors offer improved prediction and guidance for the development of retention strategies.
确定参与“青少年糖尿病环境决定因素研究(TEDDY)”达1年的参与者中后续退出研究的预测因素。
采用多因素逻辑回归分析,将最初3年参与TEDDY研究的3042名儿童与在第2年或第3年退出研究的432名儿童进行区分。预测变量按模块进行测试,包括人口统计学、母亲生活方式行为、压力与儿童疾病、母亲对儿童糖尿病风险增加的反应、研究期间行为,最后建立最佳模型。
几乎没有人口统计学因素可预测研究退出情况。母亲生活方式行为、母亲风险感知的准确性以及研究期间行为更为重要。儿童频繁患病与更高的研究保留率相关。
对于至少参与研究1年的人群,人口统计学指标不足以预测其后续退出研究的情况;行为/心理因素能为制定保留策略提供更好的预测和指导。