Estimating the economic burden of stroke among informal caregivers in Australia using Productivity Adjusted Life Year
Das, N.; Nguyen, D.; Lee, P.; Robinson, S.; Gao, L.
Show abstract
BackgroundThe Productivity Adjusted Life Year (PALY) metric is a novel measure for exploring the societal impact of health conditions on work productivity. Given that stroke is a major cause of DALYs (disability-adjusted life years) and the crucial role of caregivers in post-stroke care our study aims to quantify the PALY loss associated with stroke caregivers and the impact on their quality of life (QoL) by calculating quality-adjusted life years (QALYs). MethodDynamic life table modeling was used to simulate the follow-up of the Australian working-age population (aged 15-65 years) over 30 years of follow-up (2023-2052 inclusive). The model compared the Australian stroke informal carer group and a hypothetical cohort of non-carers. Key data was obtained from literature and publicly available data. The model was constructed using Microsoft Excel(R) (Microsoft Corporation, Redmond, WA, US). Labor force participation rates were applied to population estimates to arrive at the approximate number of full-time equivalent (FTE) which was then multiplied by the productivity index and years of life lived (YLL) to estimate PALYs and the utility values were multiplied by YLL to estimate QALYs. ResultsOver a 30-year period, an estimated 35,337 QALYs and 87,773 PALYs and AU$ 19.1 billion were lost due to the health and productivity burden attributed to the provision of informal care for stroke patients. On average, annual informal carer losses were 1,178 QALYs and 2,926 PALYS, corresponding to AU$ 636 million per year in productivity loss. ConclusionOur analyses demonstrate the health and economic consequences of providing care to stroke patients over the forthcoming decades and highlight the need for interventions to reduce the burden of stroke and its impact on caregivers.
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Effectiveness and Cost-Effectiveness of TeleStroke Consultations to Support the Care of Stroke Patients Presenting to Regional Emergency Departments in Western Australia: An Economic Evaluation Case Study Protocol 94%
- Outcome Disparities by Insurance Plan and Educational Attainment in Patients with Atrial Fibrillation 91%
- Measurement of quality of stroke care with national electronic health records: a cohort during and after the COVID-19 pandemic 91%
Similar papers in this journal
- Impact of COVID-19 related unemployment on increased cardiovascular disease in a high-income country: Modeling health loss, cost and equity 93%
- A model framework for projecting the prevalence and impact of Long-COVID in the UK 92%
- The health impacts of a 4-month long community-wide COVID-19 lockdown: Findings from a prospective longitudinal study in the state of Victoria, Australia 92%
Similar papers in this journal
- Progressivity of out-of-pocket costs under Australia’s universal health care system: a national linked data study 92%
- Long-term Public Healthcare Burden Associated with Intimate Partner Violence among Canadian Women: A Cohort Study 89%
- The Amortization of Funding Gene Therapies: Making the “Intangibles” Tangible for Patients 89%
Similar papers in this journal
- Rehabilitation needs and mortality associated with the Covid-19 pandemic: a population-based study of all hospitalised and home-healthcare individuals in a Swedish healthcare region 92%
- Global Burden of Covid-19 Restrictions: National, Regional and Global Estimates 90%
- SARS-Cov-2 prevalence, transmission, health-related outcomes and control strategies in homeless shelters: systematic review and meta-analysis 89%
Similar papers in this journal
- Relationship Between Participation In Daily Life Activities And Physical Activity In Stroke Survivors: A Protocol For A Systematic Review And Meta-Analyses-Based Data Synthesis 90%
- Evaluation of Machine Learning and Traditional Statistical Models to Assess the Value of Stroke Genetic Liability for Prediction of Risk of Stroke within the UK Biobank 90%
- Influence of socioeconomic status on the presence of obstructive coronary artery disease and cardiovascular outcomes in patients undergoing invasive coronary angiography 87%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.