Craig Dalsimer Division of Adolescent Medicine, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; PolicyLab, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania; Department of Pediatrics, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania.
Population Studies Center, University of Pennsylvania, Philadelphia, Pennsylvania.
J Adolesc Health. 2017 Dec;61(6):722-728. doi: 10.1016/j.jadohealth.2017.06.008. Epub 2017 Sep 19.
We aimed to estimate group-based trajectories of body mass index (BMI) in a longitudinal cohort of young women and determine the association between sexual identity and BMI trajectory group, adjusting for obesity risk factors.
We analyzed data from females in waves I-IV of the National Longitudinal Study of Adolescent to Adult Health. Sexual identity was categorized as heterosexual, mostly heterosexual, bisexual, or lesbian (homosexual/mostly homosexual). We conducted group-based trajectory modeling of BMI with a censored normal distribution and a cubic relationship with age to identify three BMI trajectory groups. Multinomial logit regressions predicted the risk of trajectory membership associated with sexual identity, adjusting for background characteristics.
At wave I, the mean (n = 7,801) age was 15.9 years (95% confidence interval: 15.6-16.1). Subjects were 16.3% African-American; and 80.0% heterosexual, 15.9% mostly heterosexual, 2.5% bisexual, and 1.7% lesbian. Group-based trajectory modeling identified three BMI trajectory groups characterized as (1) minimal obesity (62.2%), (2) developing obesity (29.9%), and (3) progressive obesity (8.0%). In multinomial logit regressions adjusted for age, race, parental obesity and education, sexual abuse, household income, screen time, depressive symptoms, and rural residence, lesbian women had a nearly two-fold higher relative risk of being in the developing obesity trajectory group (relative risk ratio = 1.91, 95% confidence interval: 1.10-3.32) relative to the minimal obesity group, compared with heterosexual women.
Lesbian women were at increased risk of membership in the developing obesity trajectory group compared with heterosexual women. Adjusting for obesity risk factors had minimal impact on the point estimates for this association.
我们旨在通过对青少年健康纵向研究的女性在四个波次中的数据进行分析,评估青年女性的体重指数(BMI)群组轨迹,并确定性取向与 BMI 轨迹群组之间的关联,同时调整肥胖相关风险因素。
我们分析了来自青少年至成年健康纵向研究的女性在第一至第四波次的数据。性取向分为异性恋、主要异性恋、双性恋和同性恋(同性恋/主要同性恋)。我们采用带有截尾正态分布和与年龄呈三次关系的基于群组的轨迹建模方法,识别 BMI 的三个轨迹群组。多元逻辑回归预测与性取向相关的轨迹成员风险,同时调整背景特征。
在第一波次时,平均(n=7801)年龄为 15.9 岁(95%置信区间:15.6-16.1)。参与者中 16.3%为非裔美国人,80.0%为异性恋,15.9%为主要异性恋,2.5%为双性恋,1.7%为同性恋。基于群组的轨迹建模确定了三个 BMI 轨迹群组,分别为(1)轻度肥胖(62.2%),(2)肥胖发展(29.9%)和(3)进行性肥胖(8.0%)。在多元逻辑回归中,对年龄、种族、父母肥胖和教育、性虐待、家庭收入、屏幕时间、抑郁症状和农村居住情况进行调整后,与异性恋女性相比,同性恋女性发生肥胖发展轨迹群组的相对风险几乎高出两倍(相对风险比=1.91,95%置信区间:1.10-3.32)。
与异性恋女性相比,同性恋女性发生肥胖发展轨迹群组的风险更高。调整肥胖相关风险因素对该关联的点估计值影响不大。