ArticleBMC health services research2017
Do healthier lifestyles lead to less utilization of healthcare resources?
Article in BMC health services research, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
15 citing papers in PubMed, 27 citations in OpenAlex.
- Joint associations of diet quality and physical activity with healthcare utilization among adults in South Korea: a cross-sectional study, 2014-2021.Preventive medicine reports · 2026Article
- Health Care-Related Determinants of First-Time Long-Term Care Need in Older Adults in Germany: Retrospective Cohort Study Using Claims Data.Interactive journal of medical research · 2026Article
- Early acupuncture exposure and mortality in older adults with ischemic heart disease: A nationwide cohort study in Korea.Integrative medicine research · 2026Article
- Healthcare utilisation patterns and contributory factors among middle-aged adults: a scoping review.Journal of health, population, and nutrition · 2024Article
- Utilization of Health Care Services and Accessibility Challenges among Adults Aged 50+ before and after Austerity Measures across 27 European Countries: Secular Trends in the SHARE Study from 2004/05 to 2019/20.Healthcare (Basel, Switzerland) · 2024Article
- Sociodemographic and Medical Characteristics of Women Applied for Emergency Contraception-A Retrospective Observational Study.Journal of clinical medicine · 2024Article
- Association between having a primary care physician and health behavioral intention in Japan: results from a nationwide survey.BMC primary care · 2023Article
- Impact of health-related behavioral factors on participation in a cervical cancer screening program: the lifelines population-based cohort.BMC public health · 2023Article
- Remote Technologies and Filial Obligations at a Distance: New Opportunities and Ethical Challenges.Asian bioethics review · 2023Article
- Does Maintained Medical Aid Coverage Affect Healthy Lifestyle Factors, Metabolic Syndrome-Related Health Status, and Individuals' Use of Healthcare Services?Healthcare (Basel, Switzerland) · 2023Article
- Associations between clinically diagnosed medical conditions and dietary supplement use: the US military dietary supplement use study.Public health nutrition · 2023Article
- Twelve year trajectories of physical activity and health costs in mid-age Australian women.The international journal of behavioral nutrition and physical activity · 2020Article
- Trends and Disparities in Quality of Diabetes Care in the US: The National Health and Nutrition Examination Survey, 1999-2016.Innovations in pharmacy · 2019Article
- Risk Of Urticaria In Geriatric Stroke Patients Who Received Influenza Vaccination: A Retrospective Cohort Study.Clinical interventions in aging · 2019Article
- Insufficient Fruit and Vegetable Intake in a Low- and Middle-Income Setting: A Population-Based Survey in Semi-Urban Tanzania.Nutrients · 2018Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 3 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundGovernments are urged to determine methods to control the use of medical resources and curb the rise of healthcare costs. The question is, do health behaviors have an impact on the use of medical resources? This study aims to identify and understand the difference in the number of outpatient visits and health examinations based on various health behaviors and to determine whether patients seek medical care for illness from the same physicians.
methodsThis study used the dataset derived from the Department of Budget, Accounting and Statistics of Kaohsiung, Taiwan in 2005. Persons older than 15 years were surveyed using an on-site questionnaire. A total of 2911 persons were enrolled in this study. Independent t-tests, chi-square tests, one-way ANOVA, multiple linear regression and binominal logistic regression were used in the data analysis.
resultsThe regression model for the frequency of doctor visits, health examinations, and whether the same physician is sought for medical care has demonstrated significant correlations with gender, age and education-level variables. Four health behaviors (i.e., exercise habits, dietary habits, regular blood pressure measurement, drinking habits) exhibited a significant correlation with healthcare utilization (P <0.05).
conclusionsHealthy lifestyles lead to an increase in the utilization of preventive health services. However, there is not much significantly reducing the number of outpatient visits in people with health behaviors. Specifically, people with regular exercise habits and who take their blood pressure measurement regularly have an increased number of outpatient visits. It is suggested that more available and accessible health consultation services be provided to inculcate in the general public the importance of maintaining a healthy lifestyle.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.