Aging & Longevity

The role of voluntary health insurance in frailty onset and progression among older and aging European adults: a survival analysis, 2013-2022.

TL;DR

Voluntary health insurance (VHI) was associated with lower frailty scores and a reduced risk of frailty onset among Europeans aged 50 and older, but may also increase health inequalities if not integrated into a wider public health strategy.

Key Findings

VHI coverage was 37% at baseline among Europeans aged 50 and older and increased across survey waves, with marked heterogeneity by country of residence and income quartile.

  • Data drawn from waves 5, 6, 8, and 9 of the SHARE dataset (2013–2022), a longitudinal panel study.
  • Baseline sample included 191,848 individuals aged 50 and above from 17 countries.
  • VHI prevalence varied substantially by country of residence and by quartile of income.

VHI was associated with significantly lower frailty scores in mixed effects linear regression analyses.

  • Overall association: coefficient = -0.056 (95% CI: -0.071 to -0.041).
  • The strongest association was observed in the lowest income quartile (Q1): coefficient = -0.786 (95% CI: -0.817 to -0.755).
  • Frailty was assessed using the SHARE Frailty Instrument (SHARE-FI), encompassing weight loss, exhaustion, grip strength, walking speed, and physical activity.
  • Country-specific analyses confirmed the overall negative association between VHI and frailty scores.

VHI was associated with a reduced risk of frailty onset in Cox proportional hazards regression analyses.

  • The frailty onset analysis included 53,873 individuals contributing 311,695 person-years, with 4,645 frailty onset events recorded.
  • Overall hazard ratio for frailty onset associated with VHI: HR = 0.862 (95% CI: 0.763 to 0.973).
  • The association was particularly strong in the second income quartile (Q2): HR = 0.798 (95% CI: 0.667 to 0.955).
  • In Spain, VHI was associated with the strongest country-specific reduction in frailty onset risk: HR = 0.626 (95% CI: 0.475 to 0.824).

The association between VHI and lower frailty scores was strongest in the lowest income quartile (Q1), suggesting a differential effect by socioeconomic status.

  • Q1 (lowest income) showed a coefficient of -0.786 (95% CI: -0.817 to -0.755) for the VHI–frailty score association.
  • For frailty onset, the protective association of VHI was most pronounced in Q2 rather than Q1 (HR = 0.798; 95% CI: 0.667 to 0.955).
  • Analyses were stratified by income quartiles Q1 to Q4, with Q4 being the highest income group.
  • Lower-income groups face greater barriers to care, delayed or missed care, and prevention, increasing their risk of becoming frail.

Frailty affects a substantial proportion of older Europeans, with 5.8–27.3% of those aged ≥65 classified as frail and up to 50.9% as pre-frail.

  • Frailty is characterized by physiological decline and increased vulnerability to disability, hospitalization, and mortality.
  • An aging population combined with cuts to public health spending is contributing to erosion of universal health coverage in European health systems.
  • VHI is becoming more common as a result, offering faster access and reduced out-of-pocket expenses.

VHI may widen health inequalities because it functions as an out-of-pocket expense that lower-income groups are less able to afford, potentially weakening the public health system.

  • The authors note that VHI 'might increase inequalities by weakening the Public Health System if not fully integrated into a wider strategy.'
  • Lower-income groups face greater barriers to accessing VHI, leading to delayed or missed care and prevention.
  • The authors call for VHI to be integrated into a broader public health strategy rather than operating as a standalone market mechanism.

What This Means

This research suggests that having voluntary health insurance (VHI) — private coverage people pay for on top of public health systems — is linked to better frailty outcomes among adults aged 50 and older across 17 European countries. Using data from nearly 192,000 people surveyed between 2013 and 2022, the study found that people with VHI had lower frailty scores overall and were about 14% less likely to develop frailty over the follow-up period compared to those without VHI. The protective effect appeared particularly strong in Spain and in lower- and middle-income groups, suggesting VHI may help fill gaps left by public systems for some people. However, the findings also highlight a potential downside: because VHI requires out-of-pocket payments, people with lower incomes are less likely to be able to afford it. This means the very people who might benefit most from additional health coverage — those with fewer resources — are often the ones least able to access it. As European governments continue to cut public health spending and VHI becomes more widespread, the gap between those who can and cannot afford supplemental insurance may widen, potentially deepening health inequalities among older adults. This research suggests that policymakers should be cautious about relying on VHI as a solution to gaps in public healthcare. While VHI appears to offer some protection against frailty, its benefits are unevenly distributed. The authors argue it should be integrated into a broader public health strategy rather than treated as a market-driven add-on, in order to avoid further eroding universal health coverage and worsening inequalities among aging populations.

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Citation

Sorrentino M, Uejima Y, Affinito G, Montuori P, Palladino R. (2026). The role of voluntary health insurance in frailty onset and progression among older and aging European adults: a survival analysis, 2013-2022.. Frontiers in public health. https://doi.org/10.3389/fpubh.2026.1880660