Journal of Physical Activity Research
ISSN (Print): 2576-1919 ISSN (Online): 2574-4437 Website: https://www.sciepub.com/journal/jpar Editor-in-chief: Peter Hart
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Journal of Physical Activity Research. 2023, 8(2), 88-95
DOI: 10.12691/jpar-8-2-5
Open AccessArticle

Leisure Time Physical Activity As a Predictor of Poor Health in U.S. Adults

Peter D. Hart1,

1Exercise Science, Glenville State University, Glenville, West Virginia, USA

Pub. Date: December 18, 2023

Cite this paper:
Peter D. Hart. Leisure Time Physical Activity As a Predictor of Poor Health in U.S. Adults. Journal of Physical Activity Research. 2023; 8(2):88-95. doi: 10.12691/jpar-8-2-5

Abstract

Background: Perceived general health is a major dimension within the broader construct of health-related quality of life (HRQOL) and is associated with numerous outcomes such as chronic disease, disability, functional status, and mortality. Physical activity (PA) and muscular strengthening activity (MSA) are both known behaviors associated with improved HRQOL. However, post pandemic PA data are needed at the population level to examine the current relationships with HRQOL. The purpose of this study was to examine the extent to which PA and MSA relate to perceived general health in U.S. adults. Methods: Data for this study included 27,651 adult participants 18+ years of age from the 2022 National Health Interview Survey (NHIS). The main outcome variable was perceived general health, where participants responding as good or better were categorized as having good health and those responding fair or worse categorized as having poor health. The first predictor variable used was a 3 level PA measure of inactive, insufficiently active, and sufficiently active. The second predictor variable was a 4 level combined PA and MSA measure of meets neither, meets MSA only, meets PA only, and meets both PA and MSA guidelines. Covariates included age, sex, race/ethnicity, income, urban/rural status, and obese status. Poisson regression models with robust error variance were used to compute relative risk (RR) ratios and 95% confidence intervals (CIs). Results: Overall, 14.5% (95% CI: 14.0 – 15.1) of adults were categorized as having poor health, 24.3% (95% CI: 23.5 – 25.0) as meeting both PA and MSA and 46.5% (95% CI: 45.7 – 47.4) meeting neither PA or MSA guidelines. In the adjusted 3 level PA model, inactive and insufficiently active adults had RR = 2.58 (95% CI: 2.36 – 2.83) and RR = 1.70 (95% CI: 1.54 – 1.89) times greater risk of poor health, respectively, as compared to their sufficiently active counterparts. In the adjusted 4 level combined PA and MSA model, adults meeting neither PA or MSA, meeting MSA only and meeting PA only had RR = 3.27 (95% CI: 2.82 – 3.8813), RR = 2.70 (95% CI: 2.23 – 3.27), and 1.82 (95% CI: 1.54 – 2.15) times greater risk of poor health, respectively, as compared to those meeting both PA and MSA guidelines. Finally, slicing the last model by obese status, showed that non obese adults (RR = 4.05, 95% CI: 3.29 – 4.99) meeting neither PA or MSA had significantly greater RR of poor health than their obese counterparts (RR = 2.09, 95% CI: 1.70 – 2.57). Conclusion: These results indicate that meeting PA as well as combined PA and MSA guidelines protect adults against poor general health in the U.S. Health promotion planning efforts to increase PA should include perceived general health as a expectancy outcome.

Keywords:
Physical activity (PA) Muscle strengthening activity (MSA) NHIS General health

Creative CommonsThis work is licensed under a Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

References:

[1]  Yin S, Njai R, Barker L, Siegel PZ, Liao Y. Summarizing health-related quality of life (HRQOL): development and testing of a one-factor model. Popul Health Metr. 2016 Jul 11; 14:22.
 
[2]  Hart PD, Buck DJ. The effect of resistance training on health-related quality of life in older adults: Systematic review and meta-analysis. Health Promot Perspect. 2019; 9(1): 1-12. Published 2019 Jan 23.
 
[3]  Hart PD. Muscle Strengthening Activity and Perceived General Health in West Virginia Adults. American Journal of Public Health Research. 2023; 11(6): 206-210.
 
[4]  Zack MM; Centers for Disease Control and Prevention (CDC). Health-related quality of life - United States, 2006 and 2010. MMWR Suppl. 2013 Nov 22; 62(3): 105-11. PMID: 24264499.
 
[5]  Fylkesnes K, Jakobsen MD, Henriksen NO. The value of general health perception in health equity research: A community-based cohort study of long-term mortality risk (Finnmark cohort study 1987-2017). SSM Popul Health. 2021 Jun 18; 15: 100848.
 
[6]  U.S. Department of Health and Human Services. (2018) Physical Activity Guidelines for Americans, 2nd Edition. Retrieved from https://health.gov/paguidelines/second-edition/pdf/Physical_Activity_Guidelines_2nd_edition.pdf.
 
[7]  Hart PD, Benavidez G, Erickson J. Meeting Recommended Levels of Physical Activity in Relation to Preventive Health Behavior and Health Status among Adults. J Prev Med Public Health. 2017; 50(1): 10-17.
 
[8]  Hart PD. Grip Strength and Health-Related Quality of Life in U.S. Adult Males. J Lifestyle Med. 2019;9(2):102-110.
 
[9]  National Center for Health Statistics. National Health Interview Survey, 2022 survey description. 2023. Available from: https://ftp.cdc.gov/pub/Health_Statistics/NCHS/Dataset_Documentation/NHIS/2022/srvydesc-508.pdf.
 
[10]  National Center for Health Statistics. National Health Interview Survey, 2022. Public-use data file and documentation. 2023. Available from: https://www.cdc.gov/nchs/nhis/dataquestionnaires-documentation.htm.
 
[11]  Zou G. A modified Poisson regression approach to prospective studies with binary data. Am J Epidemiol. 2004 Apr 1; 159(7): 702-6.
 
[12]  Spiegelman D, Hertzmark E. Easy SAS calculations for risk or prevalence ratios and differences. Am J Epidemiol. 2005 Aug 1; 162(3): 199-200.
 
[13]  SAS Institute Inc. 2016. SAS/STAT® 14.2 User’s Guide: Introduction to Survey Sampling and Analysis Procedures. Cary, NC: SAS Institute Inc.
 
[14]  Lewis TH. Complex survey data analysis with SAS. CRC Press; 2016 Sep 15.
 
[15]  Kibria GMA, Das Gupta R, Crispen R. Association of leisure-time physical activity with perceived general health status among hypertensive people: an analysis of NHANES 2015-18. J Hum Hypertens. 2022 Mar; 36(3): 280-288.
 
[16]  Hart PD. Muscle Strengthening Activity and Perceived General Health in West Virginia Adults. American Journal of Public Health Research. Vol. 11, No. 6, 2023, pp 206-210.
 
[17]  Shannon S, Carlin A, Woods C, Nevill AM, Murphy N, Murphy MH. Adherence to aerobic and muscle-strengthening components of the physical activity guidelines and mental health. Health Promot Int. 2022 Oct 1; 37(5): daac083.
 
[18]  Chen S, Ling J, Cheng Y. Physical activity and body mass index were interactively related to health-related quality of life among older adults. Arch Gerontol Geriatr. 2023 Jan; 104: 104833.
 
[19]  Chen S, Malete L, Ling J. An examination of physical activity guidelines and health-related quality of life among U.S. older adults. Prev Med. 2022 Mar; 156: 106986.
 
[20]  Hart PD. Sociodemographic Predictors of Muscle Strengthening Activity in U.S. Adults: NHIS 2022. World Journal of Preventive Medicine. Vol. 12, No. 1, 2024, pp 1-6.