ArticlePloS one2018
Welfare-Adjusted Life Years (WALY): A novel metric of animal welfare that combines the impacts of impaired welfare and abbreviated lifespan.
Article in PloS one, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 15 papers.
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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.
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Who cites it
15 citing papers in PubMed, 39 citations in OpenAlex.
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- Quantifying the welfare impact of air asphyxia in rainbow trout slaughter for policy and practice.Scientific reports · 2025Article
- Prevalent and Severe Conditions That Compromise the Welfare of Shelter Dogs: Opinions from the Taiwanese Experts.Animals : an open access journal from MDPI · 2025Article
- The use of a severity index to analyse impact of bacterial zoonoses on welfare of wildlife populations.Animal welfare (South Mimms, England) · 2025Article
- A framework for quantifying the multisectoral burden of animal disease to support decision making.Frontiers in veterinary science · 2025Review
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- Advancing the quantitative characterization of farm animal welfare.Proceedings. Biological sciences · 2023Article
- Assessing Variation in the Individual-Level Impacts of a Multihost Pathogen.Transboundary and emerging diseases · 2023Article
- The usual suspects: Co-occurrence of integument injuries in turkey flocks.Poultry science · 2022Article
- Alternative Paradigms in Animal Health Decisions: A Framework for Treating Animals Not Only as Commodities.Animals : an open access journal from MDPI · 2022Article
- Life tables of annual life expectancy and mortality for companion dogs in the United Kingdom.Scientific reports · 2022Article
- Disorder predispositions and protections of Labrador Retrievers in the UK.Scientific reports · 2021Article
- Positive attitudes towards feline obesity are strongly associated with ownership of obese cats.PloS one · 2020Article
- Health-related welfare prioritisation of canine disorders using electronic health records in primary care practice in the UK.BMC veterinary research · 2019Article
- West Highland White Terriers under primary veterinary care in the UK in 2016: demography, mortality and disorders.Canine genetics and epidemiology · 2019Article
Corrections and comments
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Authors and funding
8 authors at 4 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Currently, separate measures are used to estimate the impact of animal diseases on mortality and animal welfare. This article introduces a novel metric, the Welfare-Adjusted Life Year (WALY), to estimate disease impact by combining welfare compromise and premature death components. Adapting the Disability-Adjusted Life Year approach used in human health audits, we propose WALY as the sum of a) the years lived with impaired welfare due to a particular cause and b) the years of life lost due to the premature death from the same cause. The years lived with impaired welfare are the product of the average duration of each welfare impediment, reflecting the actual condition that compromises animal welfare, the probability of an incident case developing and impaired welfare weights, representing the degree of impaired welfare. The years of life lost are calculated using the standard expected lifespan at the time of premature death. To demonstrate the concept, we estimated WALYs for 10 common canine diseases, namely mitral valve disease, dilated cardiomyopathy, chronic kidney disease, diabetes mellitus, atopic dermatitis, splenic haemangiosarcoma, appendicular osteosarcoma, cranial cruciate ligament disease, thoracolumbar intervertebral disc disease and cervical spondylomyelopathy. A survey of veterinarians (n = 61) was conducted to elicit impaired welfare weights for 35 welfare impediments. Paired comparison was the primary method to elicit weights, whereas visual analogue scale and time trade-off approaches rescaled these weights onto the desired scale, from 0 (the optimal welfare imaginable) to 1 (the worst welfare imaginable). WALYs for the 10 diseases were then estimated using the impaired welfare weights and published epidemiological data on disease impacts. Welfare impediment "amputation: one limb" and "respiratory distress" had the lowest and highest impaired welfare weights at 0.134 and 0.796, rescaled with a visual analogue scale, and 0.117 and 0.857, rescaled with time trade-off. Among the 10 diseases, thoracolumbar intervertebral disc disease and atopic dermatitis had the smallest and greatest adverse impact on dogs with WALYs at 2.83 (95% UI: 1.54-3.94) and 9.73 (95% uncertainty interval [UI]: 7.17-11.8), respectively. This study developed the WALY metric and demonstrated that it summarises welfare compromise as perceived by humans and total impact of diseases in individual animals. The WALY can potentially be used for prioritisation of disease eradication and control programs, quantification of population welfare and longitudinal surveillance of animal welfare in companion animals and may possibly be extended to production animals.
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