Song Jaejoon, Karlsten Melissa, Yamal José-Miguel, Basen-Engquist Karen
Department of Biostatistics, University of Texas MD Anderson Cancer Center, Pickens Academic Tower, 1400 Pressler St., Floor 4, FCT4.5009, Houston, TX, 77030, USA.
Department of Biostatistics, School of Public Health, University of Texas Health Science Center, Houston, TX, USA.
Qual Life Res. 2017 May;26(5):1263-1271. doi: 10.1007/s11136-016-1441-0. Epub 2016 Oct 31.
The aim of this study was to examine associations between participants' quality of life and study completion. This is a secondary analysis of an exercise intervention study for endometrial cancer survivors.
We considered data for one-hundred post-treatment endometrial cancer survivors from a single-arm, six-month longitudinal exercise study. Participants received a home-based intervention consisting of exercise recommendations and telephone counseling sessions to encourage adherence. In addition to monitoring adherence to physical exercise recommendations, participants completed multiple psychological assessments, including health-related quality of life. Associations between study completion and health-related quality of life factors were analyzed using generalized additive models, to allow for possibly nonlinear associations.
Measures of bodily pain contributed to the odds of study completion in a nonlinear way (p = 0.025), suggesting that improvements in these factors were associated with study completion, especially for individuals reporting very high levels of pain. In addition, association between participants' levels of anxiety and study completion showed an inverse U-shaped relation: Whereas increase in anxiety was associated with higher odds of completion for individuals with low anxiety score (0-4), increase in anxiety contributed to lower odds of study completion for individuals with anxiety scores of approximately 5-10 (p = 0.035).
Results from this study indicate that baseline health-related quality of life factors may be associated with study completion in exercise intervention studies. In order to increase study completion rates, individually tailored study strategies may be prepared based on the baseline quality of life responses.
本研究旨在探讨参与者的生活质量与研究完成情况之间的关联。这是一项针对子宫内膜癌幸存者的运动干预研究的二次分析。
我们考虑了一项单组、为期六个月的纵向运动研究中100名子宫内膜癌治疗后幸存者的数据。参与者接受了一项居家干预,包括运动建议和电话咨询课程,以鼓励他们坚持。除了监测对体育锻炼建议的依从性外,参与者还完成了多项心理评估,包括与健康相关的生活质量评估。使用广义相加模型分析研究完成情况与健康相关生活质量因素之间的关联,以考虑可能的非线性关联。
身体疼痛指标以非线性方式影响研究完成的几率(p = 0.025),这表明这些因素的改善与研究完成情况相关,尤其是对于报告疼痛程度非常高的个体。此外,参与者的焦虑水平与研究完成情况之间的关联呈倒U形关系:对于焦虑得分较低(0 - 4)的个体,焦虑增加与完成几率较高相关,而对于焦虑得分约为5 - 10的个体,焦虑增加导致研究完成几率较低(p = 0.035)。
本研究结果表明,在运动干预研究中,基线健康相关生活质量因素可能与研究完成情况相关。为了提高研究完成率,可以根据基线生活质量反应制定个性化的研究策略。