抑郁症状与体育锻炼的相互作用:美国人生活变化小组 25 年来的双向洞察力

IF 2.3 3区 医学 Q2 PSYCHIATRY
Soli Dubash
{"title":"抑郁症状与体育锻炼的相互作用:美国人生活变化小组 25 年来的双向洞察力","authors":"Soli Dubash","doi":"10.1016/j.mhpa.2024.100599","DOIUrl":null,"url":null,"abstract":"<div><h3>Background</h3><p>Depression symptomology (DSx) and insufficient Physical Activity (PA) are among the leading causes of illness, and major contributors to global public health burden. Reviews and meta-analyses indicate that DSx and PA cause each other, yet most studies conducted use data and analyses which cannot specify their bidirectional associations across the life course.</p></div><div><h3>Method</h3><p>The present study estimates dynamic panel models with fixed effects through structural equation models with full-information maximum likelihood estimation (ML-SEM) based on 5 waves (1986–2011) of the <em>Americans' Changing Lives</em> (ACL) panel. This is a nationally representative probability sample of 3499 non-institutionalized U.S. adults ages 25 and older in 1986. Respondents participated in an average of 3.29 waves, with 67.84% participating in at least 3 waves, and 27.26% participating in all 5 waves. Models adjust for age, partner status, social integration, activity limitations, and serious financial problems. Data are available from the ICPSR (4690).</p></div><div><h3>Results</h3><p>Estimates from ML-SEM reveal negative and significant bidirectional cross-sectional associations between DSx and PA. Models also indicate a negative and significant cross-lagged association from DSx to PA, but not from cross-lagged PA to DSx. On both sides, earlier levels are significantly associated with future levels of PA and DSx.</p></div><div><h3>Conclusions</h3><p>This study is the first to use a causal inference technique which adjusts for all time-invariant confounders while modelling the bidirectional linkages between depression symptoms and physical activity over 25-years of adulthood. It supports literature showing a consistent cross-sectional relationship, and advances understanding on how DSx earlier in the adult life course may influence PA as people age.</p></div>","PeriodicalId":51589,"journal":{"name":"Mental Health and Physical Activity","volume":"26 ","pages":"Article 100599"},"PeriodicalIF":2.3000,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S1755296624000255/pdfft?md5=11f9d6f6d69e035e578492f8faa85895&pid=1-s2.0-S1755296624000255-main.pdf","citationCount":"0","resultStr":"{\"title\":\"The interplay of depression symptoms and physical activity: Bidirectional insights from 25-years of the Americans' changing lives panel\",\"authors\":\"Soli Dubash\",\"doi\":\"10.1016/j.mhpa.2024.100599\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><h3>Background</h3><p>Depression symptomology (DSx) and insufficient Physical Activity (PA) are among the leading causes of illness, and major contributors to global public health burden. Reviews and meta-analyses indicate that DSx and PA cause each other, yet most studies conducted use data and analyses which cannot specify their bidirectional associations across the life course.</p></div><div><h3>Method</h3><p>The present study estimates dynamic panel models with fixed effects through structural equation models with full-information maximum likelihood estimation (ML-SEM) based on 5 waves (1986–2011) of the <em>Americans' Changing Lives</em> (ACL) panel. This is a nationally representative probability sample of 3499 non-institutionalized U.S. adults ages 25 and older in 1986. Respondents participated in an average of 3.29 waves, with 67.84% participating in at least 3 waves, and 27.26% participating in all 5 waves. Models adjust for age, partner status, social integration, activity limitations, and serious financial problems. Data are available from the ICPSR (4690).</p></div><div><h3>Results</h3><p>Estimates from ML-SEM reveal negative and significant bidirectional cross-sectional associations between DSx and PA. Models also indicate a negative and significant cross-lagged association from DSx to PA, but not from cross-lagged PA to DSx. On both sides, earlier levels are significantly associated with future levels of PA and DSx.</p></div><div><h3>Conclusions</h3><p>This study is the first to use a causal inference technique which adjusts for all time-invariant confounders while modelling the bidirectional linkages between depression symptoms and physical activity over 25-years of adulthood. It supports literature showing a consistent cross-sectional relationship, and advances understanding on how DSx earlier in the adult life course may influence PA as people age.</p></div>\",\"PeriodicalId\":51589,\"journal\":{\"name\":\"Mental Health and Physical Activity\",\"volume\":\"26 \",\"pages\":\"Article 100599\"},\"PeriodicalIF\":2.3000,\"publicationDate\":\"2024-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.sciencedirect.com/science/article/pii/S1755296624000255/pdfft?md5=11f9d6f6d69e035e578492f8faa85895&pid=1-s2.0-S1755296624000255-main.pdf\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Mental Health and Physical Activity\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1755296624000255\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"PSYCHIATRY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Mental Health and Physical Activity","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1755296624000255","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"PSYCHIATRY","Score":null,"Total":0}
引用次数: 0

摘要

背景抑郁症状(DSx)和体力活动不足(PA)是导致疾病的主要原因之一,也是造成全球公共卫生负担的主要因素。方法本研究基于美国人改变生活(ACL)面板的 5 个波次(1986-2011 年),通过全信息最大似然估计(ML-SEM)的结构方程模型,对具有固定效应的动态面板模型进行估计。这是一个具有全国代表性的概率样本,包含了 1986 年年龄在 25 岁及以上的 3499 名非机构化美国成年人。受访者平均参加了 3.29 次调查,其中 67.84% 的受访者至少参加了 3 次调查,27.26% 的受访者参加了全部 5 次调查。模型对年龄、伴侣状况、社会融合、活动限制和严重经济问题进行了调整。结果ML-SEM的估计结果显示,DSx和PA之间存在负向和显著的双向关联。模型还显示,DSx 与 PA 之间存在显著的负向跨滞后关系,但 PA 与 DSx 之间不存在跨滞后关系。结论 本研究首次使用因果推断技术,在对成年后 25 年间抑郁症状与体育锻炼之间的双向联系建模的同时,调整了所有时间不变混杂因素。它支持了显示出一致的横截面关系的文献,并加深了人们对成年期早期的抑郁症状如何随着年龄的增长而影响体育锻炼的理解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The interplay of depression symptoms and physical activity: Bidirectional insights from 25-years of the Americans' changing lives panel

Background

Depression symptomology (DSx) and insufficient Physical Activity (PA) are among the leading causes of illness, and major contributors to global public health burden. Reviews and meta-analyses indicate that DSx and PA cause each other, yet most studies conducted use data and analyses which cannot specify their bidirectional associations across the life course.

Method

The present study estimates dynamic panel models with fixed effects through structural equation models with full-information maximum likelihood estimation (ML-SEM) based on 5 waves (1986–2011) of the Americans' Changing Lives (ACL) panel. This is a nationally representative probability sample of 3499 non-institutionalized U.S. adults ages 25 and older in 1986. Respondents participated in an average of 3.29 waves, with 67.84% participating in at least 3 waves, and 27.26% participating in all 5 waves. Models adjust for age, partner status, social integration, activity limitations, and serious financial problems. Data are available from the ICPSR (4690).

Results

Estimates from ML-SEM reveal negative and significant bidirectional cross-sectional associations between DSx and PA. Models also indicate a negative and significant cross-lagged association from DSx to PA, but not from cross-lagged PA to DSx. On both sides, earlier levels are significantly associated with future levels of PA and DSx.

Conclusions

This study is the first to use a causal inference technique which adjusts for all time-invariant confounders while modelling the bidirectional linkages between depression symptoms and physical activity over 25-years of adulthood. It supports literature showing a consistent cross-sectional relationship, and advances understanding on how DSx earlier in the adult life course may influence PA as people age.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
6.70
自引率
6.40%
发文量
43
审稿时长
32 days
期刊介绍: The aims of Mental Health and Physical Activity will be: (1) to foster the inter-disciplinary development and understanding of the mental health and physical activity field; (2) to develop research designs and methods to advance our understanding; (3) to promote the publication of high quality research on the effects of physical activity (interventions and a single session) on a wide range of dimensions of mental health and psychological well-being (eg, depression, anxiety and stress responses, mood, cognitive functioning and neurological disorders, such as dementia, self-esteem and related constructs, psychological aspects of quality of life among people with physical and mental illness, sleep, addictive disorders, eating disorders), from both efficacy and effectiveness trials;
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信