Costs associated with insufficient physical activity in Germany: cross-sectional results from the baseline examination of the German national cohort (NAKO).
Sophie Gottschalk, Hans-Helmut König, Andrea Weber, Michael F Leitzmann, Michael J Stein, Annette Peters, Claudia Flexeder, Lilian Krist, Stefan N Willich, Katharina Nimptsch, Tobias Pischon, Sylvia Gastell, Karen Steindorf, Florian Herbolsheimer, Nina Ebert, Karin B Michels, Anja Dorrn, Volker Harth, Nadia Obi, André Karch, Henning Teismann, Henry Völzke, Claudia Meinke-Franze, Leon Klimeck, Teresa L Seum, Judith Dams
{"title":"Costs associated with insufficient physical activity in Germany: cross-sectional results from the baseline examination of the German national cohort (NAKO).","authors":"Sophie Gottschalk, Hans-Helmut König, Andrea Weber, Michael F Leitzmann, Michael J Stein, Annette Peters, Claudia Flexeder, Lilian Krist, Stefan N Willich, Katharina Nimptsch, Tobias Pischon, Sylvia Gastell, Karen Steindorf, Florian Herbolsheimer, Nina Ebert, Karin B Michels, Anja Dorrn, Volker Harth, Nadia Obi, André Karch, Henning Teismann, Henry Völzke, Claudia Meinke-Franze, Leon Klimeck, Teresa L Seum, Judith Dams","doi":"10.1007/s10198-024-01697-9","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Insufficient physical activity (PA) is a leading risk factor for non-communicable diseases posing a significant economic burden to healthcare systems and societies. The study aimed to examine the differences in healthcare and indirect costs between sufficient and insufficient PA and the cost differences between PA intensity groups.</p><p><strong>Methods: </strong>The cross-sectional analysis was based on data from 157,648 participants in the baseline examination of the German National Cohort (NAKO) study. Healthcare and indirect costs were calculated based on self-reported information on health-related resource use and productivity losses. PA in the domains leisure, transport, and work was assessed by the Global Physical Activity Questionnaire and categorized into sufficient/insufficient and intensity levels (very low/low/medium/high) based on PA recommendations of the World Health Organization. Two-part models adjusted for relevant covariates were used to estimate mean costs for PA groups.</p><p><strong>Results and conclusion: </strong>Insufficiently active people had higher average annual healthcare costs (Δ €188, 95% CI [64, 311]) and healthcare plus indirect costs (Δ €482, 95% CI [262, 702]) compared to sufficiently active people. The difference was especially evident in the population aged 60 + years and when considering only leisure PA. An inverse association was observed between leisure PA and costs, whereas a direct association was found between PA at work and costs. Adjusting for the number of comorbidities reduced the differences between activity groups, but the trend persisted. The association between PA and costs differed in direction between PA domains. Future research may provide further insight into the temporal relationship between PA and costs.</p>","PeriodicalId":51416,"journal":{"name":"European Journal of Health Economics","volume":" ","pages":"117-128"},"PeriodicalIF":3.1000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11743391/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"European Journal of Health Economics","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s10198-024-01697-9","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/5/10 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
Abstract
Background: Insufficient physical activity (PA) is a leading risk factor for non-communicable diseases posing a significant economic burden to healthcare systems and societies. The study aimed to examine the differences in healthcare and indirect costs between sufficient and insufficient PA and the cost differences between PA intensity groups.
Methods: The cross-sectional analysis was based on data from 157,648 participants in the baseline examination of the German National Cohort (NAKO) study. Healthcare and indirect costs were calculated based on self-reported information on health-related resource use and productivity losses. PA in the domains leisure, transport, and work was assessed by the Global Physical Activity Questionnaire and categorized into sufficient/insufficient and intensity levels (very low/low/medium/high) based on PA recommendations of the World Health Organization. Two-part models adjusted for relevant covariates were used to estimate mean costs for PA groups.
Results and conclusion: Insufficiently active people had higher average annual healthcare costs (Δ €188, 95% CI [64, 311]) and healthcare plus indirect costs (Δ €482, 95% CI [262, 702]) compared to sufficiently active people. The difference was especially evident in the population aged 60 + years and when considering only leisure PA. An inverse association was observed between leisure PA and costs, whereas a direct association was found between PA at work and costs. Adjusting for the number of comorbidities reduced the differences between activity groups, but the trend persisted. The association between PA and costs differed in direction between PA domains. Future research may provide further insight into the temporal relationship between PA and costs.
背景:体力活动(PA)不足是非传染性疾病的一个主要风险因素,给医疗系统和社会造成了巨大的经济负担。本研究旨在探讨体育锻炼充足与不足在医疗保健和间接成本方面的差异,以及体育锻炼强度组之间的成本差异:横断面分析基于德国国家队列(NAKO)研究基线检查中 157 648 名参与者的数据。根据与健康相关的资源使用和生产力损失的自我报告信息,计算了医疗保健和间接成本。休闲、交通和工作领域的体育锻炼由全球体育锻炼问卷进行评估,并根据世界卫生组织的体育锻炼建议分为充足/不足和强度级别(极低/低/中/高)。根据相关协变量调整后的两部分模型用于估算运动量组的平均成本:与充分运动的人群相比,运动不足人群的年均医疗成本(Δ 188 欧元,95% CI [64, 311])和医疗加间接成本(Δ 482 欧元,95% CI [262, 702])更高。这种差异在 60 岁以上人群和仅考虑休闲 PA 时尤为明显。休闲 PA 与成本之间呈反向关系,而工作 PA 与成本之间呈直接关系。对合并症数量进行调整后,活动组之间的差异有所缩小,但趋势依然存在。不同活动领域之间的活动量与成本之间的关系在方向上有所不同。未来的研究可能会进一步揭示 PA 与成本之间的时间关系。
期刊介绍:
The European Journal of Health Economics is a journal of Health Economics and associated disciplines. The growing demand for health economics and the introduction of new guidelines in various European countries were the motivation to generate a highly scientific and at the same time practice oriented journal considering the requirements of various health care systems in Europe. The international scientific board of opinion leaders guarantees high-quality, peer-reviewed publications as well as articles for pragmatic approaches in the field of health economics. We intend to cover all aspects of health economics:
• Basics of health economic approaches and methods
• Pharmacoeconomics
• Health Care Systems
• Pricing and Reimbursement Systems
• Quality-of-Life-Studies The editors reserve the right to reject manuscripts that do not comply with the above-mentioned requirements. The author will be held responsible for false statements or for failure to fulfill the above-mentioned requirements.
Officially cited as: Eur J Health Econ