Out-of-pocket expenditure associated with physical inactivity, excessive weight and obesity in China: quantile regression approach
File(s)
Author(s)
Type
Journal Article
Abstract
Introduction: Previous studies exploring associations of physical inactivity, obesity and out-of-pocket expenditure (OOPE) mainly used traditional linear regression, little is known about the effect of both physical inactivity and obesity on OOPE across the percentile distribution. This study aims to assess the effects of physical inactivity and obesity on OOPE in China using a quantile regression approach. Methods: Study participants included 10,687 respondents aged 45 years and older from the recent wave of the China Health and Retirement Longitudinal Study in 2015. Linear regression and quantile regression models were used to examine the association of physical activity, body weight with annual OOPE. Results: Overall, the proportion of overweight and obesity was 33.2% and 5.8%, respectively. The proportion of individuals performing high-level, moderate-level and low-level physical activity was 55.2%, 12.7% and 32.1%, respectively. The effects of low-level physical activity on annual OOPE was small at the bottom quantiles but more pronounced at higher quantiles. Respondents with low-level activity had an increased annual OOPE of 26.9 US$, 150.3 US$, 1534.4 US$, at the 10th, 50th, and 90th percentiles, respectively, compared with those with high-level activity. The effects of overweight and obesity on OOPE were also small at the bottom quantiles but more pronounced at higher quantiles. Conclusion: Interventions that improve the lifestyles and unhealthy behaviours among people with obesity and physical inactivity are likely to yield substantial financial gains for the individual and health systems in China.
Date Issued
2022-03-04
Date Acceptance
2022-02-09
Citation
Obesity Facts: the European journal of obesity, 2022, 15
ISSN
1662-4025
Publisher
S. Karger AG
Journal / Book Title
Obesity Facts: the European journal of obesity
Volume
15
Copyright Statement
© 2022 The Author(s). Published by S. Karger AG, Basel. This article is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC). Usage and distribution for commercial purposes requires written permission. Drug Dosage: The authors and the publisher have exerted every effort to ensure that drug selection and dosage set forth in this text are in accord with current recommendations and practice at the time of publication. However, in view of ongoing research, changes in government regulations, and the constant flow of information relating to drug therapy and drug reactions, the reader is urged to check the package insert for each drug for any changes in indications and dosage and for added warnings and precautions. This is particularly important when the recommended agent is a new and/or infrequently employed drug. Disclaimer: The statements, opinions and data contained in this publication are solely those of the individual authors and contributors and not of the publishers and the editor(s). The appearance of advertisements or/and product references in the publication is not a warranty, endorsement, or approval of the products or services advertised or of their effectiveness, quality or safety. The publisher and the editor(s) disclaim responsibility for any injury to persons or property resulting from any ideas, methods, instructions or products referred to in the content or advertisements.
License URL
Identifier
https://www.karger.com/Article/FullText/522433
Subjects
China
Healthcare cost
Obesity
Out of pocket
Overweight
Physical activity
China
Health Expenditures
Humans
Longitudinal Studies
Obesity
Overweight
Sedentary Behavior
Weight Gain
Humans
Obesity
Weight Gain
Longitudinal Studies
Health Expenditures
China
Overweight
Sedentary Behavior
1106 Human Movement and Sports Sciences
1111 Nutrition and Dietetics
1117 Public Health and Health Services
Nutrition & Dietetics
Publication Status
Published online
Date Publish Online
2022-03-04