The Effect of Cardiorespiratory and Muscular Fitness on Healthcare Costs Among Adults: A Triangulation Study
OBJECTIVES: Healthcare costs are a major and growing burden in many societies and primarily driven by non-communicable diseases, which are strongly linked to physical fitness. In this study, we explored whether physical fitness is associated with healthcare costs, and whether this association is causal. METHODS: We used data from the prospective Northern Finland Birth Cohort 1966 (NFBC1966, N=4,468, 55.5% women, age 46 years at baseline) for observational analysis. We measured cardiorespiratory fitness (CRF) via a step test and muscular fitness (MF) via handgrip strength and standardised both to minimal clinically important differences (MCID: one metabolic equivalent of task for CRF, 5 kg for MF). Healthcare costs, including primary and secondary care, and medication expenses, were obtained from national registers, log-transformed, and the analyses were conducted using linear regressions. As a robustness analysis, we conducted subgroup analyses of NFBC1966 participants with hypertension or overweight. To explore causal relations, we performed a two-sample Mendelian randomization (MR) analysis using genetic instruments from UK Biobank (CRF, MF) and FinnGen (healthcare costs). RESULTS: The mean annual total healthcare costs per NFBC1966 participant were €933 over the six-year follow-up. One MCID unit higher CRF was associated with 11% lower annual costs (P<0.001), and higher MF with 5% lower costs (P=0.001). Similar trends were observed in subgroups and across cost categories, although statistical significance was primarily reached for CRF. The direction of the MR estimates was consistent, but statistical significance varied across outcomes (point estimate β= -0.01 for CRF, P=0.877; β= -0.07, P=0.015 for MF). CONCLUSIONS: Our findings partially support the hypothesis that better CRF and MF reduce healthcare costs.
Authors
- Mikko Niemelä (ORCID: https://orcid.org/0000-0003-1330-6634)
- Elina Sillanpää (ORCID: https://orcid.org/0000-0001-6375-959X)
- Laura Joensuu (ORCID: https://orcid.org/0000-0002-9544-6552)
- Ulf Ekelund
- Teemu Palviainen
- Raija Korpelainen
- Jaana T. Kari (ORCID: https://orcid.org/0000-0001-5205-7031)
- Mikko Vaaramo
- Anna-Maiju Leinonen
Institutions
- Norwegian Institute of Public Health (NO)
- University of Turku (FI)
- Turku University of Applied Sciences (FI)
- Oulu University Hospital (FI)
- Finnish Institute for Health and Welfare (FI)
- Institute for Molecular Medicine Finland (FI)
- Central Finland Health Care District (FI)
- LIKES – Foundation for Sport and Health Sciences (FI)
- Oulu Deaconess Institute (FI)
- Oulu University of Applied Sciences (FI)
- Norwegian School of Sport Sciences (NO)
- University of Jyväskylä (FI)
- University of Oulu (FI)
Publication Details
- Journal
- Medicine & Science in Sports & Exercise
- Published
- 2026-08-21
- DOI
- https://doi.org/10.1249/mss.0000000000004115
- Primary Topic
- Physical Activity and Health
- Type
- article
- Field-Weighted Citation Impact
- 0.00