Formal health care costs among older people in Ireland: methods and estimates using The Irish Longitudinal Study on Ageing (TILDA)

Background: Reliable data on health care costs in Ireland are essential to support planning and evaluation of services. New unit costs and high-quality utilisation data offer the opportunity to estimate individual-level costs for research and policy. Methods: Our main dataset was The Irish Longitudinal Study on Ageing (TILDA). We used participant interviews with those aged 55+ years in Wave 5 (2018) and all available end-of-life interviews (EOLI) to February 2020. We weighted observations by age, sex and last year of life at the population level. We estimated total formal health care costs by combining reported usage in TILDA with unit costs (non-acute care) and public payer reimbursement data (acute hospital admissions, medications). All costs were adjusted for inflation to 2022, the year of analysis. We examined distribution of estimates across the population, and the composition of costs across categories of care, using descriptive statistics. We identified factors associated with total costs using generalised linear models. Results: There were 5,105 Wave 5 observations, equivalent at the population level to 1,207,660 people aged 55+ years and not in the last year of life, and 763 EOLI observations, equivalent to 28,466 people aged 55+ years in the last year of life. Mean formal health care costs in the weighted sample were EUR 8,053; EUR 6,624 not in the last year of life and EUR 68,654 in the last year of life. Overall, 90% of health care costs were accounted for by 20% of users. Multiple functional limitations and proximity to death were the largest predictors of costs. Other factors that were associated with outcome included educational attainment, entitlements to subsidised care and serious chronic diseases. Conclusions: Understanding the patterns of costs, and the factors associated with very high costs for some individuals, can inform efforts to improve patient experiences and optimise resource allocation.

[1]  I. Linnosmaa,et al.  Costs of multimorbidity: a systematic review and meta-analyses , 2022, BMC Medicine.

[2]  C. Normand,et al.  Do MMSE and MoCA predict high‐cost health care users? A competing risks analysis in The Irish Longitudinal Study on Ageing (TILDA) , 2022, International Journal of Geriatric Psychiatry.

[3]  C. Normand,et al.  Projecting future health and service use among older people in Ireland: an overview of a dynamic microsimulation model in The Irish Longitudinal Study on Ageing (TILDA) , 2022, HRB open research.

[4]  L. Salvador-Carulla,et al.  In Search for Comparability: The PECUNIA Reference Unit Costs for Health and Social Care Services in Europe , 2022, International journal of environmental research and public health.

[5]  A. Bergin,et al.  Projections of expenditure for primary, community and long-term care Ireland, 2019-2035, based on the Hippocrates model , 2021 .

[6]  C. Normand,et al.  Unit costs for non-acute care in Ireland 2016—2019 , 2021, HRB open research.

[7]  Sarah Barry,et al.  Sláintecare implementation status in 2020: Limited progress with entitlement expansion , 2021, Health policy.

[8]  D. Himmelstein,et al.  Pricing Universal Health Care: How Much Would The Use Of Medical Care Rise? , 2021, Health affairs.

[9]  A. Bergin,et al.  Projections of expenditure for public hospitals in Ireland, 2018–2035, based on the Hippocrates Model , 2020 .

[10]  C. Normand,et al.  Linking death registration and survey data: Procedures and cohort profile for The Irish Longitudinal Study on Ageing (TILDA) , 2020, HRB open research.

[11]  A. Mason,et al.  Trends in and drivers of healthcare expenditure in the English NHS: a retrospective analysis , 2020, Health Economics Review.

[12]  F. Breyer,et al.  The “red herring” after 20 years: ageing and health care expenditures , 2020, The European Journal of Health Economics.

[13]  W. Raghupathi,et al.  The influence of education on health: an empirical assessment of OECD countries for the period 1995–2015 , 2020, Archives of Public Health.

[14]  C. Normand,et al.  End-of-life experience for older adults in Ireland: results from the Irish longitudinal study on ageing (TILDA) , 2020, BMC Health Services Research.

[15]  I. Higginson,et al.  Population-based palliative care planning in Ireland: how many people will live and die with serious illness to 2046? , 2019, HRB open research.

[16]  J. Durstine,et al.  Physical activity, exercise, and chronic diseases: A brief review , 2019, Sports medicine and health science.

[17]  B. Walsh,et al.  Geographic profile of healthcare needs and non-acute healthcare supply in Ireland , 2019 .

[18]  V. Drennan,et al.  Global nurse shortages-the facts, the impact and action for change. , 2019, British medical bulletin.

[19]  G. Gethin,et al.  Estimating the health-care costs of wound care in Ireland. , 2019, Journal of wound care.

[20]  L. Lorenzoni,et al.  Health Spending Projections to 2030 , 2019, OECD Health Working Papers.

[21]  I. Higginson,et al.  The escalating global burden of serious health-related suffering: projections to 2060 by world regions, age groups, and health conditions , 2019, The Lancet. Global health.

[22]  S. Connolly,et al.  Universal Health Care in Ireland—What Are the Prospects for Reform? , 2019, Health systems and reform.

[23]  O. Donoghue,et al.  The Irish Longitudinal Study on Ageing , 2019, Encyclopedia of Gerontology and Population Aging.

[24]  O. Donoghue,et al.  Cohort Profile Update: The Irish Longitudinal Study on Ageing (TILDA). , 2018, International journal of epidemiology.

[25]  B. Walsh,et al.  Projections of demand for healthcare in Ireland, 2015-2030: First report from the Hippocrates Model , 2017 .

[26]  Nicolas R. Ziebarth,et al.  End-Of-Life Medical Spending In Last Twelve Months Of Life Is Lower Than Previously Reported. , 2017, Health affairs.

[27]  K. Bennett,et al.  Counting the time lived, the time left or illness? Age, proximity to death, morbidity and prescribing expenditures. , 2017, Social science & medicine.

[28]  A. Nolan,et al.  Changes in Public Healthcare Entitlement and HealthcareUtilisation among the Older Population in Ireland , 2016 .

[29]  A. Barros,et al.  Monitoring subnational regional inequalities in health: measurement approaches and challenges , 2016, International Journal for Equity in Health.

[30]  Marie Schmidt,et al.  HEAL TH AT A GLANCE , 2007 .

[31]  O. Donoghue,et al.  WALKING TO WELLBEING: Physical Activity, Social Participation and Psychological Health in Irish adults aged 50 years and Older , 2016 .

[32]  T. Callan,et al.  Modelling Eligibility for Medical Cards and GP Visit Cards: Methods and Baseline Results , 2015 .

[33]  I. Higginson,et al.  The need for palliative care in Ireland: a population-based estimate of palliative care using routine mortality data, inclusive of nonmalignant conditions. , 2015, Journal of pain and symptom management.

[34]  Elaine Tyrrell,et al.  Economic Evaluation of Palliative Care in Ireland - Final Report , 2015 .

[35]  S Nicole Hastings,et al.  Using the Past to Predict the Future: Latent Class Analysis of Patterns of Health Service Use of Older Adults in the Emergency Department , 2014, Journal of the American Geriatrics Society.

[36]  C. Aluttis,et al.  The workforce for health in a globalized context – global shortages and international migration , 2014, Global health action.

[37]  E. O'Shea,et al.  Estimating the economic and social costs of dementia in Ireland , 2014, Dementia.

[38]  R Core Team,et al.  R: A language and environment for statistical computing. , 2014 .

[39]  C. Meijer,et al.  The effect of population aging on health expenditure growth: a critical review , 2013, European Journal of Ageing.

[40]  G. Savva,et al.  Design and Methodology of The Irish Longitudinal Study on Ageing , 2013, Journal of the American Geriatrics Society.

[41]  Massimo Riccaboni,et al.  The Sustainability of European Health Care Systems: Beyond Income and Ageing , 2008 .

[42]  P. Kearney,et al.  COHORT PROFILE Cohort Profile: The Irish Longitudinal Study on Ageing , 2011 .

[43]  L. Davies Births, Deaths and Marriages , 2010 .

[44]  S. Cameron,et al.  Urban–Rural Differences in Quality of Life across the European Union , 2009 .

[45]  L. Curtis,et al.  Unit Costs of Health and Social Care 2016 , 2015 .

[46]  M. Aalabaf-Sabaghi Decision modelling for health economic evaluation , 2007, Journal of Epidemiology and Community Health.

[47]  Tx Station Stata Statistical Software: Release 7. , 2001 .

[48]  R. Andersen Revisiting the behavioral model and access to medical care: does it matter? , 1995, Journal of health and social behavior.

[49]  Scarce resources in health care. , 1979, The Milbank Memorial Fund quarterly.

[50]  G. H. Moore,et al.  Consumer Price Index , 1993 .

[51]  M. Lawton,et al.  Assessment of Older People: Self-Maintaining and Instrumental Activities of Daily Living , 1969 .

[52]  Guidelines for the Economic Evaluation of Health Technologies in Ireland 2014 , 2022 .