Skiba Meghan B, Badger Terry A, Pace Thaddaeus W W, Grandner Michael A, Haynes Patricia L, Segrin Chris, Fox Rina S
Advanced Nursing Practice and Science Division, University of Arizona College of Nursing, Tucson, AZ, USA.
University of Arizona Cancer Center, Tucson, AZ, USA.
J Behav Med. 2025 Feb;48(1):162-175. doi: 10.1007/s10865-024-00523-0. Epub 2024 Oct 2.
Fruit and vegetable intake (FVI), moderate-to-vigorous physical activity (MVPA), and sleep duration are each independently associated with cancer-related and general health outcomes among cancer survivors. Past research suggests that health behaviors cluster among cancer survivors, with caregivers demonstrating similar patterns. This analysis examined co-occurrence of FVI, MVPA, and sleep duration among cancer survivors and informal cancer caregivers and identified sociodemographic and clinical correlates of health behavior engagement. Using data from the Health Information National Trends Survey (HINTS), an exploratory latent profile analysis (LPA) was conducted among those self-reporting a history of cancer or identifying as a cancer caregiver. The LPA model was fit with daily self-reported FVI (cups/d), MPVA (minutes/d) and sleep duration (hours/d). Multinomial logistic regression models were used to predict profile membership based on sociodemographic and clinical characteristics. Four health behavior profiles were identified (Least Engaged-No MVPA, Least Engaged-Low MVPA, Moderately Engaged, and Highly Engaged). The largest profile membership was Least Engaged-No MVPA, capturing 37% of the sample. Profiles were most distinguished by MVPA, with the lowest variance in sleep duration. Participants reporting higher FVI also often reported greater MVPA and longer sleep duration. Profile membership was significantly associated with age, relationship status, education, income, rurality, alcohol use, self-efficacy, psychological distress, BMI, and cancer type. This study identified four health behaviors patterns and sociodemographic correlates that distinguished those patterns among cancer survivors and caregivers drawn from a nationally representative sample. Results may help identify for whom health behavior interventions could be of greatest benefit.
水果和蔬菜摄入量(FVI)、中度至剧烈身体活动(MVPA)以及睡眠时间,在癌症幸存者中均各自独立地与癌症相关及总体健康结果相关。过去的研究表明,健康行为在癌症幸存者中存在聚集现象,照顾者也呈现出类似模式。本分析研究了癌症幸存者和非正式癌症照顾者中FVI、MVPA和睡眠时间的共现情况,并确定了健康行为参与的社会人口学和临床相关因素。利用来自健康信息国家趋势调查(HINTS)的数据,对那些自我报告有癌症病史或表明自己是癌症照顾者的人群进行了探索性潜在类别分析(LPA)。LPA模型与每日自我报告的FVI(杯/天)、MPVA(分钟/天)和睡眠时间(小时/天)相拟合。多项逻辑回归模型用于根据社会人口学和临床特征预测类别归属。确定了四种健康行为类别(参与度最低 - 无MVPA、参与度最低 - 低MVPA、中度参与和高度参与)。类别归属人数最多的是参与度最低 - 无MVPA,占样本的37%。各类别之间的最大区别在于MVPA,睡眠时间的差异最小。报告FVI较高的参与者通常也报告有更高的MVPA和更长的睡眠时间。类别归属与年龄、关系状况、教育程度、收入、农村地区、饮酒情况、自我效能感、心理困扰、BMI以及癌症类型显著相关。本研究确定了四种健康行为模式以及社会人口学相关因素,这些因素区分了来自全国代表性样本的癌症幸存者和照顾者中的这些模式。研究结果可能有助于确定健康行为干预对哪些人最有益。