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Predicting Youths’ Adherence to Treatment and Retention in Teenage Pregnancy Prevention Interventions

机译:在青少年预防怀孕干预中预测青少年对治疗和保留的依从性

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Internal and external validity are threatened when subjects fail to complete an intervention and when they are lost at follow-ups. Accordingly, researchers and intervention staff continually strive to identify predictors of attrition and non-compliance. The present study investigated the success of models that incorporate program, family, and individual characteristic variables in predicting treatment adherence and retention at six months in a sample of 1319 youth who participated in an abstinence-only intervention, as well as the relative importance of the predictors in explaining retention and adherence among Hispanic and non-Hispanic youth. The findings indicated that the likelihood of completing the intervention was greater for youths whose mothers or someone who functioned as a mother did not work. The effect of this predictor was consistent across all models in which it was tested. In addition, youth who planned to have sex were more likely to withdraw from the intervention than were youth for whom the opposite was true. Youth satisfaction with the intervention successfully predicted the likelihood of completion. Retention at six months was influenced by youth completing the intervention, having a non-working mother, and being satisfied with the program. Results from the discriminant analyses suggested that the predictors varied in importance for Hispanics and non-Hispanics. For Hispanics, having a non-working mother and satisfaction with the intervention were critical to their decisions to complete the intervention and to return for the six-month follow-up. For non-Hispanics, parental attitudes regarding sex, youths’ intentions to have sex, and youths’ gender were significant predictors.
机译:当受试者未能完成干预措施并且在随访中迷失自我时,内部和外部有效性就会受到威胁。因此,研究人员和干预人员不断努力确定损耗和不合规的预测因素。本研究调查了纳入计划,家庭和个体特征变量的模型在预测仅六个月的六个月的治疗依从性和保留率方面的成功,以及参与戒酒干预的1319名青年的样本,以及该模型的相对重要性。解释西班牙裔和非西班牙裔青年之间的保留和依从性的预测因素。调查结果表明,对于那些母亲或母亲没有工作的年轻人,完成干预的可能性更大。该预测变量的效果在所测试的所有模型中都是一致的。此外,与真正相反的年轻人相比,计划发生性行为的年轻人更有可能退出干预。青年对干预的满意度成功地预测了完成的可能性。六个月的保留期受到年轻人完成干预,拥有一个没有工作的母亲并对该计划感到满意的影响。判别分析的结果表明,对于西班牙裔和非西班牙裔,预测因素的重要性各不相同。对于西班牙裔美国人来说,没有工作的母亲和对干预措施的满意度对于他们决定完成干预措施并返回六个月的随访至关重要。对于非西班牙裔人来说,父母对于性,年轻人的性取向和年轻人的性别态度是重要的预测指标。

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