Scholar4AI Updated 2026-11-05 06:02 UTC+09:00

Quality-adjusted life year (QALY)

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area: Health economics · 1 paper in the last 7 days

← Most-used equations and models · All health economics equations

QALY=∑tutΔt

Years of life weighted by health-related quality u between 0 (dead) and 1 (full health).

LaTeX: QALY = \sum_{t} u_t\, \Delta t

Names searched for: quality-adjusted life year, quality adjusted life year, QALY, QALYs

Variables and notation#

u_t is a health-state utility weight and Delta t time spent in that state in years; QALY sums utility-weighted time.

Worked example#

Two years at utility 0.8 and one at 0.5 yield 2×0.8+1×0.5=2.1 QALYs.

QALY combines survival and health-related quality; life-years count time alone. Utility instruments, perspective and discounting choices must be specified; some valuation systems allow states below zero.

Sources and further reading#

Examples use illustrative inputs, not observed research results. Logarithms are natural unless stated otherwise. Guide updated 2026-11-05. Prepared by Scholar4AI. Editorial and verification policy.

Key findings#

  • Quality-adjusted life year (QALY) was mentioned in 27 papers in the last 30 days (2026-10-07 to 2026-11-05), ranking #56 of the 248 equations and models mentioned.
  • By journal category: Health Economics and Policy (27).
  • Most of them appeared in PharmacoEconomics - Open (6), Applied Health Economics and Health Policy (4) and PharmacoEconomics (4).
  • Often mentioned together with Incremental cost-effectiveness ratio (ICER) (17), Disability-adjusted life year (DALY) (3) and Decision tree (CART) (2).
  • Datasets named in the same papers: Global Burden of Disease (4), WITS / TRAINS tariff data (2) and China Household Finance Survey (CHFS) (1).
  • From Nov 2023 to Oct 2026, 676 archived papers mentioned Quality-adjusted life year (QALY) in their title, abstract, keywords or full text, most of them in Oct 2026 (30).
  • From 2017 to 2026 (so far), Quality-adjusted life year (QALY) was mentioned in 1,452 papers in the tracked journals, most of them in health economics and policy (1,407), economics (16) and statistics (16).
  • 214 of them were published in 2025, against 93 in 2017.
  • Since 2023, the institutions with the most of these papers were University of Sheffield (40), Monash University (34) and University of York (34).
  • The journals publishing most of them were PharmacoEconomics (160), Cost Effectiveness and Resource Allocation (145) and PharmacoEconomics - Open (125).
  • The most-cited of them is “Perspective and Costing in Cost-Effectiveness Analysis, 1974–2018” (PharmacoEconomics, 2020), with 279 citations.

Mentions over 36 months#

Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts, keywords and full texts)
TrendNov 23–Oct 24Nov 24–Oct 25Nov 25–Oct 2636 months
219197260676

Papers per year#

2017: 93 papers2018: 102 papers2019: 109 papers2020: 107 papers2021: 134 papers2022: 126 papers2023: 141 papers2024: 215 papers2025: 214 papers2026 (so far): 211 papers
20172026 (so far)
Papers per publication year and category
Category2017201820192020202120222023202420252026 (so far)
Health Economics and Policy90100108102129123140207203205
Economics1001200264
Statistics2113110232
Operations Research0100121210
Finance0000000200
AI0001000000
Management0000100000
Higher Education and Research0000000010
All categories93102109107134126141215214211

Where the papers come from#

Countries with the most papers, since 2023
#CountryPapers
1United Kingdom226
2United States153
3Australia101
4Netherlands93
5China86
6Canada62
7Germany46
8Switzerland45
9Spain45
10Sweden33
Keywords with the most papers, since 2023
#KeywordPapers
1quality-adjusted life years524
2cost-effectiveness473
3Markov model111
4incremental cost-effectiveness ratio107
5health technology assessment93
6health-related quality of life92
7cost-utility analysis84
8health care costs68
9willingness-to-pay threshold64
10economic evaluation42

Most-cited papers#

Most-cited papers since 2017
#CitationsPer monthTitleJournalPublishedAuthors
12793.7Perspective and Costing in Cost-Effectiveness Analysis, 1974–2018PharmacoEconomics2020-07-22David D. Kim, Madison C. Silver, Natalia Kunst et al.
22352.2Estimating the Reference Incremental Cost-Effectiveness Ratio for the Australian Health SystemPharmacoEconomics2017-12-22Laura Catherine Edney, Hossein Haji Ali Afzali, Terence Chai Cheng et al.
32062.0Cost-Effectiveness Thresholds: the Past, the Present and the FuturePharmacoEconomics2018-02-09Praveen Thokala, Jessica Ochalek, Ashley A. Leech et al.
41932.8The Danish EQ-5D-5L Value Set: A Hybrid Model Using cTTO and DCE DataApplied Health Economics and Health Policy2021-02-01Cathrine Elgaard Jensen, Sabrina Storgaard Sørensen, Claire M. Gudex et al.
51571.5Estimating the returns to United Kingdom publicly funded musculoskeletal disease research in terms of net value of improved health outcomesHealth Research Policy and Systems2018-01-09Matthew J Glover, Erin Montague, Alexandra Pollitt et al.
61434.8An overview of the perspectives used in health economic evaluationsCost Effectiveness and Resource Allocation2024-05-14Manit Sittimart, Waranya Rattanavipapong, Andrew J. Mirelman et al.
71421.3Cost Effectiveness of Pembrolizumab vs. Standard-of-Care Chemotherapy as First-Line Treatment for Metastatic NSCLC that Expresses High Levels of PD-L1 in the United StatesPharmacoEconomics2017-06-15Min Huang, Yanyan Lou, James M. Pellissier et al.
81351.2A Review of Generic Preference-Based Measures for Use in Cost-Effectiveness ModelsPharmacoEconomics2017-10-19John Edward Brazier, Roberta Ara, Donna Rowen et al.
91261.2Australian Utility Weights for the EORTC QLU-C10D, a Multi-Attribute Utility Instrument Derived from the Cancer-Specific Quality of Life Questionnaire, EORTC QLQ-C30PharmacoEconomics2017-12-21Madeleine Trudy King, Rosalie C. Viney, Alan Simon Pickard et al.
101201.6An Updated Systematic Review of Cost-Effectiveness Analyses of Drugs for OsteoporosisPharmacoEconomics2020-10-07Nannan Li, Dennis Cornelissen, Stuart S. Silverman et al.

Archive counts by publication year: a paper counts when its title, abstract or keywords name the equation, or when OpenAlex's full-text search finds it there (searched for the last 30 days' papers and, by a pass over the past years, for older ones). Names added to the list later are looked for in older papers as the archive is read again.

Papers mentioning Quality-adjusted life year (QALY), newest first.
DateTitleJournalAuthorsAffiliations
2026-10-30Economic Evaluation Methods in Post-Injury Care: A Global Systematic Review and Critical Appraisal of Their Suitability for Decision-MakingPharmacoEconomics - OpenFrancis Kwame Salman, Janet Ncube, Laura Bojke et al.Stellenbosch University; University of York; University of Birmingham
2026-10-28Economic evaluation of pertuzumab in early versus late settings of HER2-positive breast cancer: a systematic reviewThe European Journal of Health EconomicsSandra Hembrecht, Gavin Paul Dowling, Sarah Chiodo et al.Royal College of Surgeons in Ireland
2026-10-28A Model-Based Cost-Effectiveness Analysis of Abrocitinib Compared with Upadacitinib and Baricitinib for Moderate-to-Severe Atopic Dermatitis: A UK Healthcare PerspectivePharmacoEconomics - OpenGulraj S. Matharu, Boglárka Mikudina, Karim Amer et al.Pfizer (United Kingdom); Manchester Academic Health Science Centre; University of Manchester; …
2026-10-27Initiating Patients on Peritoneal Dialysis Compared with In-Centre Haemodialysis in the United Kingdom: A Cost-Utility and Budget Impact AnalysisPharmacoEconomics - OpenTara Danying Li, C. Rinciog, Araadhna Sinha et al.University of Sheffield; Keele University; Nottingham University Hospitals NHS Trust
2026-10-26Variation in Health State Utility Values Across Preference-Based Instruments: A Systematic Review and Meta-analysis of Behavioural Risk FactorsApplied Health Economics and Health PolicyNirmali Ruth Sivapragasam, David Brain, Gayani Amarasinghe et al.Queensland University of Technology; Duke-NUS Medical School
2026-10-26Economic Evaluation of an E-Dengue Early Warning System for Proactive Dengue Prevention in the Mekong Delta Region, Vietnam: A ProtocolPharmacoEconomics - OpenTrinh Manh Hung, Kim-Huong Nguyen, Hugo C. Turner et al.The University of Queensland; Trinity College Dublin; Imperial College London; …
2026-10-26Modelling Carer Quality-Adjusted Life-Years Into Economic Evaluations: An Evidence Assessment Group PerspectivePharmacoEconomicsGiovany Orozco-Leal, Louise Tanner, Eugenie Evelynne Johnson et al.Newcastle University
2026-10-26Home-Based Versus Hospital-Based Administration of Enzyme Replacement Therapy for Late-Onset Pompe Disease in Greece: A Cost-Utility and Budget Impact AnalysisApplied Health Economics and Health PolicyPersefoni Kritikou, Gregory F. Guzauskas, Constantinos Papadopoulos et al.National and Kapodistrian University of Athens; Eginition Hospital
2026-10-26Families caring for children and adolescents with rare disease: a health economic evaluation of face-to-face and online psychosocial support intervention of the randomized controlled CARE-FAM-NET studyHealth Economics ReviewNicolas Pardey, Kristine Kreis, Anna Leidger et al.Leibniz University Hannover; University Medical Center Hamburg-Eppendorf; University Hospital Ulm; …
2026-10-26Quality-Adjusted and Disability-Adjusted Life Years (QALYs and DALYs): An Overview and Guide to CalculationsPharmacoEconomics - OpenHugo Turner, Brandon Wen Bing Chua, Panupong Chaowanasawat et al.Imperial College London; Health Intervention and Technology Assessment Program; The University of Queensland; …
2026-10-24Modelling the potential contributions of polygenic risk stratification to cost-effective screening for prostate cancerThe European Journal of Health EconomicsPadraig Dixon, Jonathan J. Aning, Richard Michael Martin et al.University of Oxford; North Bristol NHS Trust; University of Bristol; …
2026-10-23Exploring spillovers of vaccines: A practical application of the Expanded Impact InventoryThe European Journal of Health EconomicsMaría J. Mendoza-Jiménez, Job N. A. van Exel, Werner B. F. BrouwerEscuela Superior Politecnica del Litoral; Erasmus University Rotterdam
2026-10-23A cost-effectiveness analysis of trastuzumab deruxtecan for HER2-low metastatic breast cancer: applying a Saudi economic evaluation guidelineHealth Economics ReviewFatma Maraiki, Tusneem Ahmed M. Elhassan, Shouki N. Bazarbashi et al.Griffith University; Alfaisal University; King Faisal Specialist Hospital & Research Centre; …
2026-10-22Patient-Centered Value Elements in the Economic Evaluation of Chronic Obstructive Pulmonary Disease (COPD): A Targeted Review of Cost-Effectiveness AnalysesPharmacoEconomicsNabin Poudel, Leah Lodise, Jiwon Oh et al.University of Maryland, Baltimore
2026-10-22Towards meaningful outcome measures for health economic evaluations in skin cancerCost Effectiveness and Resource AllocationAnnick Meertens, Lieven Annemans, Floor Verstraete et al.Ghent University Hospital; Ghent University; Cancer Research Institute Ghent
2026-10-20Cost-effectiveness of iStent-based trabecular micro-bypass stenting combined with cataract surgery in mild-to-moderate open-angle glaucoma: a systematic review of analytic perspectives and time horizonsCost Effectiveness and Resource AllocationDan DrobinKarolinska Institutet
2026-10-20Short-term cost-effectiveness of siltartoxatug versus human tetanus immunoglobulin for post-traumatic tetanus prophylaxis in Chinese adults: a trial-based economic evaluationCost Effectiveness and Resource AllocationJianrun Zhang, Yuan Xiao, Liwu Huang et al.First Affiliated Hospital of Guangzhou Medical University; Guangzhou First People's Hospital; South China University of Technology; …
2026-10-17Cost-utility analysis of a person-centred integrated care approach versus care as usual in primary careHealth Policy and TechnologySterre S. Bour, Lucas M. A. Goossens, Lena H. A. Raaijmakers et al.Erasmus University Rotterdam; Radboud University Medical Center; Radboud Institute for Health Sciences; …
2026-10-15Cost-Effectiveness of Community Health Worker Interventions for Type 2 Diabetes Mellitus: A Systematic ReviewApplied Health Economics and Health PolicyLaura R. Porterfield, H. Shelton Brown, Dallin C. Swanson et al.The University of Texas Medical Branch at Galveston; Stanford Medicine; Baylor College of Medicine
2026-10-14Cost-effectiveness of virtual reality-based avatar therapy for patients with treatment-resistant schizophreniaHealth Economics ReviewAlexandrina Stoyanova, Raquel Andres, Edit Vass et al.Universitat de Barcelona; Semmelweis University; Parc Sanitari Sant Joan de Déu; …
2026-10-12Conceptualising Health Economic Models Using a Graph Retrieval-Augmented, Agentic AI Framework with Human-in-the-Loop Validation: Proof-of-Concept StudyPharmacoEconomics - OpenTushar Srivastava, Hanan Irfan, Shilpi Swami
2026-10-11Locally derived transition probabilities for EQ-5D crosswalk in a Brazilian population: an alternative to European-based mapping algorithmsPopulation Health MetricsMarcelo Goulart Correia, Vanessa R von Doellinger, Bernardo Rangel Tura et al.Instituto Nacional de Cardiologia
2026-10-09Waiting for Trial Evidence or Using Real-World Evidence: Trade-Offs for Coverage with Evidence DevelopmentPharmacoEconomicsBoshen Jiao, Yizhi Liang, 陶立元 et al.University of Southern California; Peking University; Peking University Third Hospital; …
2026-10-09Methodological Challenges and Preferred Approaches for the Economic Evaluation of CAR T Therapies: Evidence Review and Expert Consensus from NICE AppraisalsPharmacoEconomicsMehdi Yousefi, Amin Mehrabian, Maeve A O'Reilly et al.University of Birmingham; University College Hospital; University of Exeter
2026-10-09Africa’s first standard measure for child and adolescent health: The Nigerian EQ-5D-Y-3L value set using composite time trade-off and discrete choice experimentsHealth and Quality of Life OutcomesAbdulmuminu Isah, Iheomimichineke Ojiakor, Chinelo Obi et al.University of Nigeria; Kenya Medical Research Institute; KEMRI-Wellcome Trust Research Programme; …
2026-10-09Cost-Effectiveness of Annual Atrial Fibrillation Screening Compared with Current Opportunistic Screening in Australian Primary Care: A Model-Based Economic EvaluationApplied Health Economics and Health PolicyUreni Halahakone, Sameera Jayan Senanayake, Victoria McCreanor et al.Queensland University of Technology; National University of Singapore; Duke-NUS Medical School; …
2026-10-08Estimation of a valuation function for the Health and Self-Management in Diabetes Questionnaire (HASMID) in Hong Kong SAR, ChinaHealth and Quality of Life OutcomesRichard Huan Xu, Chenxi Yang, Thao Thai et al.Hong Kong Polytechnic University; Monash University; University of Hong Kong; …
Cite this page

Scholar4AI. (2026). Quality-adjusted life year (QALY). Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/equations/quality-adjusted-life-year-qaly

@misc{scholar4ai-equations-quality-adjusted-life-year-qaly,
  author = {{Scholar4AI}},
  title = {Quality-adjusted life year (QALY)},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/equations/quality-adjusted-life-year-qaly}},
  urldate = {2026-11-05},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}

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