IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i14p8867-d868332.html
   My bibliography  Save this article

Associations between Physical Activity Level and Health Services Use in Spanish Adults

Author

Listed:
  • Ángel Denche-Zamorano

    (Health Economy Motricity and Education (HEME), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain)

  • María Mendoza-Muñoz

    (Research Group on Physical and Health Literacy and Health-Related Quality of Life (PHYQOL), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain
    Departamento de Desporto e Saúde, Escola de Saúde e Desenvolvimento Humano, Universidade de Évora, 7004-516 Evora, Portugal)

  • Jorge Carlos-Vivas

    (Promoting a Healthy Society Research Group (PHeSO), Faculty of Sport Sciences, University of Extremadura, 10003 Caceres, Spain)

  • Laura Muñoz-Bermejo

    (Social Impact and Innovation in Health (InHEALTH), University of Extremadura, 10003 Caceres, Spain)

  • Jorge Rojo-Ramos

    (Social Impact and Innovation in Health (InHEALTH), University of Extremadura, 10003 Caceres, Spain)

  • Frano Giakoni-Ramírez

    (Faculty of Education and Social Sciences, Universidad Andres Bello, Las Condes 7550000, Chile)

  • Andrés Godoy-Cumillaf

    (Grupo de Investigación en Educación Física, Salud y Calidad de Vida, Facultad de Educación, Universidad Autónoma de Chile, Temuco 4810101, Chile)

  • Sabina Barrios-Fernandez

    (Social Impact and Innovation in Health (InHEALTH), University of Extremadura, 10003 Caceres, Spain)

Abstract

One of the main concerns of governments and organisations worldwide is the cost and burden of health services, with sedentary lifestyles being a significant impacting factor, and physical activity is one of the potential solutions. Therefore, this study aims to analyse the possible associations between the physical activity level, hospitalisation prevalence, and the use and number of visits to emergency services in the Spanish population, examining potential differences between sex and age groups. This is a cross-sectional study based on data from the Spanish National Health Survey 2017 (ENSE 2017), the last one before the COVID-19 pandemic, with 17,199 participants. A descriptive analysis was performed using median and interquartile range (continuous variables) and absolute and relative frequencies (ordinal variables). Intergroup differences were analysed with non-parametric tests: chi-square and z-test for independent proportions (categorical variables), and Kruskal–Wallis and Mann–Whitney U (continuous variables). Spearman’s rho was used to study correlations between variables. A multiple binary regression analysis was performed to predict hospitalisations. Hospitalisations and emergency services use showed a dependence relation with the physical activity level ( p < 0.001): those who performed moderate and/or vigorous physical activity used those services less than sedentary individuals and those whose only activity was walking. Thus, associations could be drawn between the hospitalisation prevalence, the use and number of visits to emergency departments, and the physical activity level in the Spanish population aged 18–69 years in the pre-pandemic period.

Suggested Citation

  • Ángel Denche-Zamorano & María Mendoza-Muñoz & Jorge Carlos-Vivas & Laura Muñoz-Bermejo & Jorge Rojo-Ramos & Frano Giakoni-Ramírez & Andrés Godoy-Cumillaf & Sabina Barrios-Fernandez, 2022. "Associations between Physical Activity Level and Health Services Use in Spanish Adults," IJERPH, MDPI, vol. 19(14), pages 1-14, July.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:14:p:8867-:d:868332
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/14/8867/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/14/8867/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Nazmi Sari, 2009. "Physical inactivity and its impact on healthcare utilization," Health Economics, John Wiley & Sons, Ltd., vol. 18(8), pages 885-901, August.
    2. Anthony Harris & Anurag Sharma, 2018. "Estimating the future health and aged care expenditure in Australia with changes in morbidity," PLOS ONE, Public Library of Science, vol. 13(8), pages 1-10, August.
    3. Hafner, Marco & Yerushalmi, Erez & Stepanek, Martin & Phillips, William & Pollard, Jack & Deshpande, Advait & Whitmore, Michael & Millard, Francois & Subel, Shaun & Van Stolk, Christian, 2020. "Estimating the global economic benefits of physically active populations over 30 years (2020 to 2050)," CAFE Working Papers 8, Centre for Accountancy, Finance and Economics (CAFE), Birmingham City Business School, Birmingham City University.
    4. Lopreite, Milena & Mauro, Marianna, 2017. "The effects of population ageing on health care expenditure: A Bayesian VAR analysis using data from Italy," Health Policy, Elsevier, vol. 121(6), pages 663-674.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Noelia González-Gálvez & Raquel Vaquero-Cristóbal & Adrián Mateo-Orcajada & Antonio Sánchez-Pato & Juan de Dios Bada-Jaime & Alejandro Leiva-Arcas & Juan Alfonso García-Roca, 2022. "Impact and Learner Experience of a Technology Ecosystem as an Approach to Healthy Lifestyles: Erasmus+ SUGAPAS Project," Sustainability, MDPI, vol. 14(23), pages 1-10, November.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Usman Shakoor & Mudassar Rashid & Ashfaque Ali Baloch & Muhammad Iftikhar ul Husnain & Abdul Saboor, 2021. "How Aging Population Affects Health Care Expenditures in Pakistan? A Bayesian VAR Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 153(2), pages 585-607, January.
    2. Guanshen Dou & Yilin Zhang & Yunzhen He & Qiaoyun Huang & Yingfeng Ye & Xinyu Zhang & Weibing Wang & Xiaohua Ying, 2019. "Impact of the Global Budget Payment System on Expenditure of Cardiovascular Diseases: An Interrupted Time Series Analysis in Shanghai, China," IJERPH, MDPI, vol. 16(8), pages 1-14, April.
    3. Lechner, Michael & Sari, Nazmi, 2015. "Labor market effects of sports and exercise: Evidence from Canadian panel data," Labour Economics, Elsevier, vol. 35(C), pages 1-15.
    4. Gimenez-Nadal, J. Ignacio & Molina, Jose Alberto, 2015. "Health status and the allocation of time: Cross-country evidence from Europe," Economic Modelling, Elsevier, vol. 46(C), pages 188-203.
    5. Ángel Denche-Zamorano & Laura Muñoz-Bermejo & Jorge Carlos-Vivas & María Mendoza-Muñoz & Juan Manuel Franco-García & Jorge Rojo-Ramos & Alejandro Vega-Muñoz & Nicolás Contreras-Barraza & Sabina Barrio, 2022. "A Cross-Sectional Study about the Associations between Physical Activity Level, Self-Perceived Health Perception and Mental Health in Informal Caregivers of Elderly or People with Chronic Conditions i," IJERPH, MDPI, vol. 19(9), pages 1-14, April.
    6. Yevgeniy Goryakin & Sophie P Thiébaut & Sébastien Cortaredona & M Aliénor Lerouge & Michele Cecchini & Andrea B Feigl & Bruno Ventelou, 2020. "Assessing the future medical cost burden for the European health systems under alternative exposure-to-risks scenarios," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-14, September.
    7. Saqib Amin & Ruhamah Yousaf & Muhammad Awais Anwar & Noman Arshed, 2022. "Assessing the impact of diversity and ageing population on health expenditure of United States," International Journal of Health Planning and Management, Wiley Blackwell, vol. 37(2), pages 913-929, March.
    8. Karamanis, Dimitrios & Kechrinioti, Alexandra, 2023. "The Greek-Turkish rivalry: A Bayesian VAR approach," MPRA Paper 116827, University Library of Munich, Germany.
    9. Isabel Pardo-Garcia & Elisa Amo-Saus & Pablo Moya-Martinez, 2021. "Socioeconomic and Lifestyle Factors Related to Cost and Frequency of Hospitalization in European Older Adults," IJERPH, MDPI, vol. 18(6), pages 1-17, March.
    10. Xueqian Song & Yongping Wei & Wei Deng & Shaoyao Zhang & Peng Zhou & Ying Liu & Jiangjun Wan, 2019. "Spatio-Temporal Distribution, Spillover Effects and Influences of China’s Two Levels of Public Healthcare Resources," IJERPH, MDPI, vol. 16(4), pages 1-18, February.
    11. Nazmi Sari, 2014. "Sports, Exercise, And Length Of Stay In Hospitals: Is There A Differential Effect For The Chronically Ill People?," Contemporary Economic Policy, Western Economic Association International, vol. 32(2), pages 247-260, April.
    12. Sari, Nazmi & Lechner, Michael, 2015. "Long-run health effects of sports and exercise in Canada," Economics Working Paper Series 1520, University of St. Gallen, School of Economics and Political Science.
    13. Kazuki Kamimura & Shohei Okamoto & Kenichi Shiraishi & Kazuto Sumita & Kohei Komamura & Akiko Tsukao & Shinya Kuno, 2023. "Financial incentives for exercise and medical care costs," International Journal of Economic Policy Studies, Springer, vol. 17(1), pages 95-116, February.
    14. Simon Spika & Friedrich Breyer, 2020. "Domain-specific effects of physical activity on the demand for physician visits," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 65(5), pages 583-591, June.
    15. Jane E. Ruseski & Brad R. Humphreys, 2011. "Participation in Physical Activity and Health Outcomes: Evidence from the Canadian Community Health Survey," Chapters, in: Plácido Rodríguez & Stefan Késenne & Brad R. Humphreys (ed.), The Economics of Sport, Health and Happiness, chapter 1, Edward Elgar Publishing.
    16. Markus Jochmann, 2013. "What belongs where? Variable selection for zero-inflated count models with an application to the demand for health care," Computational Statistics, Springer, vol. 28(5), pages 1947-1964, October.
    17. Päivi Kolu & Jani Raitanen & Clas-Håkan Nygård & Eija Tomás & Riitta Luoto, 2015. "Cost-Effectiveness of Physical Activity among Women with Menopause Symptoms: Findings from a Randomised Controlled Trial," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-14, August.
    18. R. Rupeika-Apoga & I. Romanova & L. Bule & Y.E. Thalassinos, 2019. "The Impact of Population Ageing and Social Stratification: The Case of Latvia," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(1), pages 49-63.
    19. Marta Dell’Ovo & Francesca Torrieri & Alessandra Oppio & Stefano Capolongo & Marco Gola & Andrea Brambilla, 2023. "The Enhancement of Special-Use Real Estate Properties: The Case of Hospital Facilities," Land, MDPI, vol. 12(8), pages 1-23, August.
    20. Caravaggio, Nicola & Resce, Giuliano, 2023. "Enhancing Healthcare Cost Forecasting: A Machine Learning Model for Resource Allocation in Heterogeneous Regions," Economics & Statistics Discussion Papers esdp23090, University of Molise, Department of Economics.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:19:y:2022:i:14:p:8867-:d:868332. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.