Most-cited articles · 2021

The 50 most-cited articles in Value in Health, 2021

Ranked by OpenAlex citation count on 29 October 2026, out of 590 eligible articles Value in Health published in 2021. Ranks are frozen; this page will not change. Number one, with 155 citations: Patient-Reported Outcomes as Independent Prognostic Factors for Survival in Oncology: Systematic Review and Meta-Analysis.

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590 articles
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Top 50 (8.5%)
Open access
50 of 50
Snapshot
2026-10-29

The most-cited Value in Health articles from 2021 cluster around a few themes, including patient-reported outcomes and their role in clinical research, health technology assessment and cost-effectiveness methods, and the evaluation of artificial intelligence in healthcare. The top paper, "Patient-Reported Outcomes as Independent Prognostic Factors for Survival in Oncology: Systematic Review and Meta-Analysis" by Efficace, Collins, Cottone and colleagues, received 155 citations. Other highly cited works address cost-effectiveness thresholds in low- and middle-income countries and virtual reality exposure therapy for pain management.

Readers can use this list to see which topics attracted the most citations among the 590 eligible articles, and to identify methodological and policy discussions that resonated with the research community. The ranking reflects citation counts from OpenAlex and offers a starting point for exploring recent work in health economics and outcomes research.

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  1. 1
    top 0.2%

    Patient-Reported Outcomes as Independent Prognostic Factors for Survival in Oncology: Systematic Review and Meta-Analysis

    Fabio Efficace, Professor Gary S. Collins, Francesco Cottone, Johannes Maria Giesinger, Kathrin Sommer and 4 more

    155 citationsOpen accessdoi:10.1016/j.jval.2020.10.017OpenAlex

  2. 2
    top 0.4%

    The Use of Cost-Effectiveness Thresholds for Evaluating Health Interventions in Low- and Middle-Income Countries From 2015 to 2020: A Review

    Joseph Kazibwe, Adrian Gheorghe, David P. Wilson, Francis J. Ruiz, Kalipso Chalkidou and 1 more

    139 citationsOpen access (CC-BY)doi:10.1016/j.jval.2021.08.014OpenAlex

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    OBJECTIVES: Evidence-informed priority setting, in particular cost-effectiveness analysis (CEA), can help target resources better to achieve universal health coverage. Central to the application of CEA is the use of a cost-effectiveness threshold. We add to the literature by looking at what thresholds have been used in published CEA and the proportion of interventions found to be cost-effective, by type of threshold. METHODS: We identified CEA studies in low- and middle-income countries from the Global Health Cost-Effectiveness Analysis Registry that were published between January 1, 2015, and January 6, 2020. We extracted data on the country of focus, type of interventions under consideration, funder, threshold used, and recommendations. RESULTS: A total of 230 studies with a total 713 interventions were included in this review; 1 to 3× gross domestic product (GDP) per capita was the most common type of threshold used in judging cost-effectiveness (84.3%). Approximately a third of studies (34.2%) using 1 to 3× GDP per capita applied a threshold at 3× GDP per capita. We have found…

  3. 5
    top 0.9%

    Vignette-Based Utilities: Usefulness, Limitations, and Methodological Recommendations

    Louis S. Matza, Katie D. Stewart, Andrew J. Lloyd, Donna Rowen, John Edward Brazier

    119 citationsOpen access (CC-BY)doi:10.1016/j.jval.2020.12.017OpenAlex

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    Health technology assessment agencies often prefer that utilities used to calculate quality-adjusted life years in cost-utility analyses (CUAs) are derived using standardized methods, such as generic preference-based measures completed by patients in clinical trials. However, there are situations when no standardized approach is feasible or appropriate for a specific medical condition or treatment that must be represented in a CUA. When this occurs, vignette-based methods are often used to estimate utilities. A vignette (sometimes called a "scenario," "health state description," "health state vignette," or "health state") is a description of a health state that is valued in a preference elicitation task to obtain a utility estimate. This method is sometimes the only feasible way to estimate utilities representing a concept that is important for a CUA. Consequently, vignette-based studies continue to be conducted and published, with the resulting utilities used in economic models to inform decision making about healthcare resource allocation. Despite the potential impact of…

  4. 6
    top 1.1%

    Japanese Population Norms of EQ-5D-5L and Health Utilities Index Mark 3: Disutility Catalog by Disease and Symptom in Community Settings

    Takeru Shiroiwa, Shinichi Noto, Takashi Fukuda

    116 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2021.03.010OpenAlex

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    OBJECTIVES: This study aimed to establish the Japanese population norms of the EQ-5D-5L and Health Utilities Index Mark 3 (HUI3) and estimate the disutility associated with diseases and symptoms. METHODS: We performed a door-to-door survey of the general population by random sampling. The planned sample size was 10 000 residents (age ≥16 years) of 334 districts in Japan. In addition to the EQ-5D-5L and HUI3 questionnaires, questions regarding demographic factors and self-reported main diseases and symptoms were asked. The EQ-5D-5L and HUI3 responses were converted to index values on the basis of Japanese value sets. Summary values by age and sex were calculated to obtain Japanese normative values. A multiple linear model was used to examine relationships between these values and diseases and symptoms. RESULTS: We collected 10 183 responses from 334 districts. The mean EQ-5D-5L index values were 0.821 (male) and 0.774 (female) in the age group of 80 to 89 years, which were lower compared with 0.978 (male) and 0.967 (female) in the age group of 16 to 19 years. Similar trends were…

  5. 7
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    Critical Appraisal of Systematic Reviews With Costs and Cost-Effectiveness Outcomes: An ISPOR Good Practices Task Force Report

    Olena Mandrik, Johan Louis Severens, Ariel Bardach, Salah Ghabri, Candyce Hamel and 4 more

    109 citationsOpen access (OTHER-OA)doi:10.1016/j.jval.2021.01.002OpenAlex

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    A systematic review (SR) can provide rigorous and complete evidence to support decision makers who consider both the effectiveness and cost-effectiveness of health interventions. A dramatic increase in published health economic (HE) studies, more specifically cost and cost-effectiveness studies, has resulted in the consequent proliferation of systematic reviews with cost and cost-effectiveness outcomes (SR-CCEO).1,2 First, such reviews help to indentify strenghts and weaknesses in HE studies, modelling methodologies, and data for modelling inputs.

  6. 8
    top 1.4%

    Measurement Properties of the EQ VAS Around the Globe: A Systematic Review and Meta-Regression Analysis

    Ling Jie Cheng, Rachel Lee-Yin Tan, Nan Luo

    108 citationsOpen access (CC-BY)doi:10.1016/j.jval.2021.02.003OpenAlex

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    OBJECTIVES: This study aimed to synthesize and evaluate published evidence on the measurement properties of the EQ VAS, a component of all EQ-5D questionnaires. METHODS: This systematic review followed the Consensus-Based Standards for the Selection of Health Measurement Instruments guidelines. Five electronic databases were searched for EQ-5D-3L and EQ-5D-5L validation articles published from January 1, 2009, to November 5, 2019. Evidence for construct validity, test-retest reliability, and responsiveness was extracted from individual studies before being aggregated for evaluation of the populations represented by the studied samples. Multivariable logistic meta-regression was conducted to explore the effects of potential covariates on construct validity. RESULTS: A total of 50 articles containing 488 studies, using samples drawn from 12 different populations, were identified. Generally, the quality of evidence was high for construct validity studies (n = 397) but only moderate for both test-retest reliability studies (n = 21) and responsiveness studies (n = 70). "Sufficient"…

  7. 9
    top 1.6%

    Past and Current Practice of Patient-Reported Outcome Measurement in Randomized Cancer Clinical Trials: A Systematic Review

    Johannes Maria Giesinger, Fabio Efficace, Neil K. Aaronson, Melanie Calvert, Derek G. Kyte and 3 more

    107 citationsOpen access (CC-BY)doi:10.1016/j.jval.2020.11.004OpenAlex

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    OBJECTIVES: In our systematic review, we assessed past and current practice of patient-reported outcome (PRO) measurement in cancer randomized, controlled trials (RCTs). METHODS: We included RCTs with PRO endpoints evaluating conventional medical treatments, conducted in patients with the most prevalent solid tumor types (breast, lung, colorectal, prostate, bladder, and gynecological cancers) and either published in 2004 to 2018 or registered on clinicaltrials.gov and initiated in 2014 to 2019. Frequency of use of individual PRO measures was assessed overall, over time, and by cancer site. RESULTS: Screening of 42 095 database records and 3425 registered trials identified 480 published and 537 registered trials meeting inclusion criteria. Among published trials, the European Organisation for Research and Treatment of Cancer (EORTC) measures were used most often (54.8% of trials), followed by the Functional Assessment of Chronic Illness Therapy (FACIT) measures (35.8%), the EQ-5D (10.2%), the SF-36 (7.3%), and the MD Anderson Symptom Inventory (MDASI; 2.5%). Among registered trials,…

  8. 10
    top 1.7%

    Systematic Review of Health Economic Evaluations Focused on Artificial Intelligence in Healthcare: The Tortoise and the Cheetah

    Madelon M. Voets, Jeroen Veltman, Cornelis Herman Slump, Sabine Siesling, Hendrik Koffijberg

    104 citationsOpen access (CC-BY)doi:10.1016/j.jval.2021.11.1362OpenAlex

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    OBJECTIVES: This study aimed to systematically review recent health economic evaluations (HEEs) of artificial intelligence (AI) applications in healthcare. The aim was to discuss pertinent methods, reporting quality and challenges for future implementation of AI in healthcare, and additionally advise future HEEs. METHODS: A systematic literature review was conducted in 2 databases (PubMed and Scopus) for articles published in the last 5 years. Two reviewers performed independent screening, full-text inclusion, data extraction, and appraisal. The Consolidated Health Economic Evaluation Reporting Standards and Philips checklist were used for the quality assessment of included studies. RESULTS: A total of 884 unique studies were identified; 20 were included for full-text review, covering a wide range of medical specialties and care pathway phases. The most commonly evaluated type of AI was automated medical image analysis models (n = 9, 45%). The prevailing health economic analysis was cost minimization (n = 8, 40%) with the costs saved per case as preferred outcome measure. A total of…

  9. 11
    top 1.9%

    Do People Favor Artificial Intelligence Over Physicians? A Survey Among the General Population and Their View on Artificial Intelligence in Medicine

    Derya Yakar, Yfke Ongena, Thomas Christian Kwee, Marieke Haan

    102 citationsOpen access (CC-BY)doi:10.1016/j.jval.2021.09.004OpenAlex

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    OBJECTIVES: To investigate the general population's view on artificial intelligence (AI) in medicine with specific emphasis on 3 areas that have experienced major progress in AI research in the past few years, namely radiology, robotic surgery, and dermatology. METHODS: For this prospective study, the April 2020 Online Longitudinal Internet Studies for the Social Sciences Panel Wave was used. Of the 3117 Longitudinal Internet Studies For The Social Sciences panel members contacted, 2411 completed the full questionnaire (77.4% response rate), after combining data from earlier waves, the final sample size was 1909. A total of 3 scales focusing on trust in the implementation of AI in radiology, robotic surgery, and dermatology were used. Repeated-measures analysis of variance and multivariate analysis of variance was used for comparison. RESULTS: The overall means show that respondents have slightly more trust in AI in dermatology than in radiology and surgery. The means show that higher educated males, employed or student, of Western background, and those not admitted to a hospital in…

  10. 12
    top 2.1%

    Costs and Cost-Effectiveness of Malaria Control Interventions: A Systematic Literature Review

    Lesong Conteh, Kathryn V. Shuford, Efundem Agboraw, Mara D. Kont, Jan H. Kolaczinski and 1 more

    92 citationsOpen access (CC-BY)doi:10.1016/j.jval.2021.01.013OpenAlex

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    OBJECTIVES: To systematically review the literature on the unit cost and cost-effectiveness of malaria control. METHODS: Ten databases and gray literature sources were searched to identify evidence relevant to the period 2005 to 2018. Studies with primary financial or economic cost data from malaria endemic countries that took a provider, provider and household, or societal perspective were included. RESULTS: We identified 103 costing studies. The majority of studies focused on individual rather than combined interventions, notably insecticide-treated bed nets and treatment, and commonly took a provider perspective. A third of all studies took place in 3 countries. The median provider economic cost of protecting 1 person per year ranged from $1.18 to $5.70 with vector control and from $0.53 to $5.97 with chemoprevention. The median provider economic cost per case diagnosed with rapid diagnostic tests was $6.06 and per case treated $9.31 or $89.93 depending on clinical severity. Other interventions did not share enough similarities to be summarized. Cost drivers were rarely reported.…

  11. 13
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    Preferences for e-Mental Health Interventions in Germany: A Discrete Choice Experiment

    Elena A. Phillips, Sebastian Himmler, Jonas Schreyögg

    87 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2020.09.018OpenAlex

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    OBJECTIVES: Recent evidence suggests that e-mental health interventions can be effective at improving mental health but that there is still a notable hesitation among patients to use them. Previous research has revealed that they are perceived by patients as being less helpful than face-to-face psychotherapy. The reasons for this unfavorable perception are, however, not yet well understood. The aim of our study was to address this question by eliciting preferences for individual components of e-mental health interventions in a discrete choice experiment. METHODS: Using a stepwise qualitative approach, we developed the following 5 attributes of eMHIs: introductory training, human contact, peer support, proven effectiveness, content delivery, and price. Additionally, we asked questions about respondents' demographics, attitudes, and previous experience of traditional psychotherapy, as well as their distress level. RESULTS: A total of 1984 respondents completed the survey. Using mixed logit models, we found that personal contact with a psychotherapist in blended care, proven…

  12. 14
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    Assessing the Economic Value of Clinical Artificial Intelligence: Challenges and Opportunities

    Nathaniel Hendrix, David Leroy Veenstra, Mindy M. Cheng, Nicholas C. Anderson, Stéphane Verguet

    85 citationsOpen accessdoi:10.1016/j.jval.2021.08.015OpenAlex

  13. 15
    top 2.6%

    The Roadmap for Implementing Value-Based Healthcare in European University Hospitals—Consensus Report and Recommendations

    Yolima Cossio‐Gil, Tanja Stamm, Maisa Omara, Carolina Watson, Joseph Casey and 12 more

    82 citationsOpen access (CC-BY)doi:10.1016/j.jval.2021.11.1355OpenAlex

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    OBJECTIVES: Value-based healthcare (VBHC) aims at improving patient outcomes while optimizing the use of hospitals' resources among medical personnel, administrations, and support services through an evidence-based, collaborative approach. In this article, we present a blueprint for the implementation of VBHC in hospitals, based on our experience as members of the European University Hospital Alliance. METHODS: The European University Hospital Alliance is a consortium of 9 large hospitals in Europe and aims at increasing the quality and efficiency of care to ultimately drive better outcomes for patients. RESULTS: The blueprint describes how to prepare hospitals for VBHC implementation; analyzes gaps, barriers, and facilitators; and explores the most effective ways to turn patient pathways into a process that results in high-value care. Using a patient-centric approach, we identified 4 core minimum components that must be established as cornerstones and 7 organizational enablers to waive the barriers to implementation and ensure sustainability. CONCLUSION: The blueprint guides…

  14. 16
    top 2.8%

    Use of External Comparators for Health Technology Assessment Submissions Based on Single-Arm Trials

    Dony Patel, Fiona Grimson, Elena Mihaylova, Peter D. Wagner, Joss Warren and 2 more

    74 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2021.01.015OpenAlex

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    BACKGROUND: Single-arm trial (SAT) data is increasingly reviewed for drug approvals by regulators and Health Technology Assessment (HTA) bodies. Supplementary data in the form of external comparators (ECs) can be used to provide clinical context to support these drug evaluations. In this study we characterized HTAs for SAT-based submissions, the use of supplementary EC data and outcomes from HTA review. METHODS: HTA Accelerator database was used to describe SAT-based HTA submissions with decisions (2011-2019). RESULTS: A total of 433 SAT-based HTA submissions were identified between 2011 and 2019 with a 13-fold increase during this period. Around 65%(283/433) were in oncology or hem-oncology. Around 52%(226/433) of submissions contained some type of EC data, including prior clinical trials (24%, 104) and real-world data (RWD) (20%, 87), but 40%(175) contained no EC data. The overall acceptance rate for SAT-based submissions was 48% and with RWD EC data acceptance was 59%. In the latest 5-year period (2015-2019), use of RWD ECs increased 22% as a proportion of submissions per year,…

  15. 17
    top 2.9%

    How Much Is a Human Life Worth? A Systematic Review

    Elena Keller, Jade Newman, Andreas Ortmann, Louisa R. Jorm, Georgina Mary Chambers

    63 citationsOpen accessdoi:10.1016/j.jval.2021.04.003OpenAlex

  16. 18
    top 3.1%

    Measurement Instruments of Productivity Loss of Paid and Unpaid Work: A Systematic Review and Assessment of Suitability for Health Economic Evaluations From a Societal Perspective

    Kimberley Hubens, Marieke Krol, Joanna Coast, Michael Drummond, Werner B. F. Brouwer and 2 more

    61 citationsOpen access (CC-BY)doi:10.1016/j.jval.2021.05.002OpenAlex

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    OBJECTIVES: This study aimed (1) to perform a systematic literature review of instruments for measuring productivity loss of paid and unpaid work and (2) to assess the suitability (in terms of identification, measurement, and valuation) of these instruments for use in health economic evaluations from a societal perspective. METHODS: Articles published from 2018 were sourced from PubMed/Medline, PsycInfo, Embase, and Econlit. Using 2 separate search strategies, eligible economic evaluations and validation studies were selected and unique measurement instruments identified. A data-extraction form was developed by studying previous literature and consulting an international panel of experts in the field of productivity costs. This data-extraction form was applied to assess the suitability of instruments for use in economic evaluations. RESULTS: A total of 5982 articles were retrieved from the databases, of which 99 economic evaluations and 9 validation studies were included in the review. A total of 42 unique measurement instruments were identified. Nine instruments provided quantified…

  17. 19
    top 3.3%

    Indirect Economic Burden of Sickle Cell Disease

    David A. Holdford, Nicholas J. Vendetti, Daniel M. Sop, Shirley Johnson, Wally R. Smith

    61 citationsOpen accessdoi:10.1016/j.jval.2021.02.014OpenAlex

  18. 20
    top 3.4%

    Development and Psychometric Testing of the Caregiver Self-Efficacy in Contributing to Patient Self-Care Scale

    Maddalena De Maria, Paolo Iovino, Silvia Lorini, Davide Ausili, Maria Matarese and 1 more

    60 citationsOpen accessdoi:10.1016/j.jval.2021.05.003OpenAlex

  19. 21
    top 3.6%

    Think of the Children: A Discussion of the Rationale for and Implications of the Perspective Used for EQ-5D-Y Health State Valuation

    Stefan A. Lipman, Vivian Reckers‐Droog, Simone Kreimeier

    60 citationsOpen access (CC-BY)doi:10.1016/j.jval.2021.01.011OpenAlex

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    OBJECTIVES: The recently published EQ-5D-Y valuation protocol prescribes the general public values EQ-5D-Y health states for a 10-year-old child. This child perspective differs from the individual perspective applied for valuation of adult EQ-5D instruments. This article discusses the rationale for and implications of applying a child perspective for EQ-5D-Y health state valuation. METHODS: This article was informed by an exploration of the normative and empirical literature on health state valuation. We identified and summarized key discussion points in a narrative review. RESULTS: Although valuing EQ-5D-Y health states from an individual perspective is feasible, it may be problematic for several reasons. The use of a child perspective implies that-rather than valuing one's own health-someone else's health is valued. This may require the projection of one's own beliefs, expectations, and preferences on others, which could change the decision processes underlying the elicited preferences. Furthermore, because preferences are obtained for a 10-year-old child, it is unclear if this…

  20. 22
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    Accounting for Unobservable Preference Heterogeneity and Evaluating Alternative Anchoring Approaches to Estimate Country-Specific EQ-5D-Y Value Sets: A Case Study Using Spanish Preference Data

    Juan Manuel Ramos-Goñi, Mark Oppe, Anabel Estévez-Carrillo, Oliver Rivero‐Arias, Wolfgang Greiner and 3 more

    57 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2021.10.013OpenAlex

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    OBJECTIVES: The EuroQol Group published the EQ-5D-Y valuation protocol that recommends 2 valuation techniques to elicit preferences: composite time trade-off (C-TTO) and discrete choice experiments (DCEs). The protocol left the decision of what modeling approach to use open for researchers. Our aims were to explore modeling strategies allowing generation of EQ-5D-Y value sets and to produce an EQ-5D-Y Spanish value set. METHODS: We used EQ-5D-Y DCE and C-TTO data collected in Spain following the protocol and adopted a staged approach for our modeling exercise. First, we selected the best performing DCE latent class model and evaluated models from 2 to 10 classes. We selected the preferred model based on best goodness of fit in terms of the Bayesian information criterion. We considered 2 anchoring approaches to estimate utility values: (1) pits state anchoring and (2) hybrid models (using all available C-TTO responses). All analysis were weighted to be representative of the Spanish population. RESULTS: We collected 1005 DCE and 200 C-TTO interviews. We selected a DCE model including…

  21. 23
    top 3.9%

    Mapping EQ-5D-3L to EQ-5D-5L

    Ben A. van Hout, James W. Shaw

    56 citationsOpen accessdoi:10.1016/j.jval.2021.03.009OpenAlex

  22. 24
    top 4.1%

    What Is Value in Health and Healthcare? A Systematic Literature Review of Value Assessment Frameworks

    Mengmeng Zhang, Yun Bao, Yitian Lang, Shihui Fu, Melissa Kimber and 2 more

    55 citationsOpen accessdoi:10.1016/j.jval.2021.07.005OpenAlex

  23. 25
    top 4.3%

    Willingness to Pay for Health-Related Quality of Life Gains in Relation to Disease Severity and the Age of Patients

    Vivian Reckers‐Droog, Job N. A. van Exel, Werner B. F. Brouwer

    54 citationsOpen access (CC-BY)doi:10.1016/j.jval.2021.01.012OpenAlex

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    OBJECTIVES: Decision-making frameworks that draw on economic evaluations increasingly use equity weights to facilitate a more equitable and fair allocation of healthcare resources. These weights can be attached to health gains or reflected in the monetary threshold against which the incremental cost-effectiveness ratios of (new) health technologies are evaluated. Currently applied weights are based on different definitions of disease severity and do not account for age-related preferences in society. However, age has been shown to be an important equity-relevant characteristic. This study examines the willingness to pay (WTP) for health-related quality of life (QOL) gains in relation to the disease severity and age of patients, and the outcome of the disease. METHODS: We obtained WTP estimates by applying contingent-valuation tasks in a representative sample of the public in The Netherlands (n = 2023). We applied random-effects generalized least squares regression models to estimate the effect of patients' disease severity and age, size of QOL gains, disease outcome (full…

  24. 26
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    Methods Used to Identify, Test, and Assess Impact on Preferences of Bolt-Ons: A Systematic Review

    Alexandra J. L. M. Geraerds, Gouke J. Bonsel, Mathieu F. Janssen, Aureliano Paolo Finch, Suzanne Polinder and 1 more

    52 citationsOpen access (CC-BY)doi:10.1016/j.jval.2020.12.011OpenAlex

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    OBJECTIVES: The question of whether additional dimensions should be added to the EQ-5D, so-called bolt-ons, has been researched since the 1990s. Several candidate bolt-ons have been tested. The aim of this systematic review was to provide an overview of EQ-5D bolt-on studies, including the origin of possible suitable bolt-ons, their format, and methods that were used to examine their value. METHODS: Studies were identified through database search and reference screening and assessed based on a set of inclusion criteria. All studies that investigated bolt-ons for the EQ-5D were eligible for inclusion. Two reviewers independently extracted information from all included studies on objectives, study design, EQ-5D version used, the investigated bolt-ons, methods used to achieve objectives, and outcomes. RESULTS: Of 308 initially identified studies, 28 studies met the inclusion criteria. Of these studies, 3 identified potentially suitable bolt-on dimensions, 13 investigated the psychometric performance of EQ-5D + bolt-on(s), and 6 investigated the impact of the bolt-on on health state…

  25. 27
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    A Review of Patient-Reported Outcome Labeling of FDA-Approved New Drugs (2016-2020): Counts, Categories, and Comprehensibility

    Ari Gnanasakthy, Lindsey Norcross, Carla DeMuro, Robyn T. Carson

    49 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2021.10.006OpenAlex

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    OBJECTIVES: A review of new drug approvals (NDAs) by the US Food and Drug Administration (FDA) for 2006 to 2015 showed that approximately 20% of new drugs had labeling based on patient-reported outcomes (PROs). The purpose of this study was to review labeling text based on PRO endpoints for NDAs from 2016 to 2020, with a special focus on the comprehensibility of such statements when included. METHODS: We reviewed drug approval reports on the Drugs@FDA web page of the FDA website to determine the number of NDAs from 2016 to 2020. For all identified NDAs, drug approval package and product labels were reviewed. NDAs from 2016 to 2020 were grouped by disease category as per International Classification of Diseases 10th Revision. Data were summarized for diseases that traditionally rely on PROs for evaluating treatment benefit (PRO dependent) and for diseases that traditionally do not rely on PROs (non-PRO dependent). Results were compared with NDAs from 2006 to 2010. RESULTS: NDAs amounting to 228 were identified from 2016 to 2020, 26.3% of which had labeling statements based on PRO…

  26. 28
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    Cost-Effectiveness Analysis of a Pharmacist-Led Medication Therapy Management Program: Hypertension Management

    Bob G. Schultz, Jessica J. Tilton, Julie Jun, Tiffany Scott-Horton, Danny Quach and 1 more

    49 citationsOpen accessdoi:10.1016/j.jval.2020.10.008OpenAlex

  27. 29
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    Economic Evaluations of Pharmacologic Treatment for Opioid Use Disorder: A Systematic Literature Review

    Erica N. Onuoha, Jared A. Leff, Bruce R. Schackman, Kathryn E. McCollister, Daniel E. Polsky and 1 more

    46 citationsOpen accessdoi:10.1016/j.jval.2020.12.023OpenAlex

  28. 30
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    Early Cost-Effectiveness of Onasemnogene Abeparvovec-xioi (Zolgensma) and Nusinersen (Spinraza) Treatment for Spinal Muscular Atrophy I in The Netherlands With Relapse Scenarios

    Thomas F. Broekhoff, Carly C.G. Sweegers, Eline Krijkamp, Aukje Kaija Mantel-Teeuwisse, Hubert G. M. Leufkens and 2 more

    45 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2020.09.021OpenAlex

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    OBJECTIVES: Onasemnogene Abeparvovec-xioi (AVXS-101) is a gene therapy intended for curative treatment of spinal muscular atrophy (SMA) with an expected price of around €2 000 000. The goal of this study is to perform a cost-effectiveness analysis of treatment of SMA I patients with AVXS-101 in The Netherlands including relapse scenarios. METHODS: An individual-based state-transition model was used to model treatment effect and survival of SMA I patients treated with AVXS-101, nusinersen and best supportive care (BSC). The model included five health states: three health states according to SMA types, one for permanent ventilation and one for death. Deterministic and probabilistic sensitivity analyses were performed. Effects of relapsing to lower health states in the years following treatment was explored. RESULTS: The base-case incremental cost-effectiveness ratio (ICER) for AVXS-101 versus BSC is €138 875/QALY, and €53 447/QALY for AVXS-101 versus nusinersen. If patients relapse within 10 years after treatment with AVXS-101, the ICER can increase up to 6-fold, with effects…

  29. 31
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    10 Years of End-of-Life Criteria in the United Kingdom

    Josien Bovenberg, Hannah Penton, Nasuh Büyükkaramikli

    45 citationsOpen access (CC-BY)doi:10.1016/j.jval.2020.11.015OpenAlex

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    OBJECTIVES: In January 2009, the National Institute for Health and Care Excellence introduced supplementary guidance for end-of-life (EoL) treatments, which allowed treatments with an incremental cost-effectiveness ratio over the regular threshold (£20 000-£30 000) to be recommended, if they satisfied the EoL criteria. The aims of this study were (1) to systematically review 10 years of EoL supplementary guidance implementation and explore how it could be improved, and (2) to create a framework for incorporating the uncertainty relating to EoL criteria satisfaction into model-based cost-effectiveness analyses for decision making. METHODS: All appraisals between January 2009 and 2019 were screened for EoL discussions. Data were extracted on the EoL criteria and cost-effectiveness assessment details. Additionally, a quantitative method was developed to include the EoL criteria satisfaction uncertainty into model-based cost-effectiveness analyses. A stylized example was created to provide a case study for the inclusion of EoL criteria satisfaction uncertainty. RESULTS: An EoL…

  30. 32
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    A Systematic Review of Demand-Side Methods of Estimating the Societal Monetary Value of Health Gain

    Mac Ardy Junio Gloria, Montarat Thavorncharoensap, Usa Chaikledkaew, Sitaporn Youngkong, Ammarin Thakkinstian and 1 more

    44 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2021.05.018OpenAlex

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    OBJECTIVES: Although many reviews of the literature on cost-effectiveness thresholds (CETs) exist, the availability of new studies and the absence of a fully comprehensive analysis warrant a new review. This study systematically reviews demand-side methods for estimating the societal monetary value of health gain. METHODS: Several electronic databases were searched from inception to October 2019. To be included, a study had to be an original article in any language, with a clearly described method for estimating the societal monetary values of health gain and with all estimated values reported. Estimates were converted to US dollars ($), using purchasing power parity (PPP) exchange rates and the gross domestic product (GDP) per capita (2019). RESULTS: We included 53 studies; 45 used direct approach and 8 used indirect approach. Median estimates from the direct approach were PPP$ 24 942 (range 554-1 301 912) per quality-adjusted life-year (QALY), which were typically 0.53 (range 0.02-24.08) GDP per capita. Median estimates using the indirect approach were PPP$ 310 051 (range 36 402-7…

  31. 33
    top 5.6%

    Deriving a Preference-Based Measure for People With Duchenne Muscular Dystrophy From the DMD-QoL

    Donna Rowen, Philip A. Powell, Clara Mukuria, Jill Carlton, Richard Norman and 1 more

    43 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2021.03.007OpenAlex

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    OBJECTIVES: This study generates a preference-based measure for capturing the quality of life of people with Duchenne muscular dystrophy (DMD) from a new measure of quality of life, DMD-QoL. METHODS: A health state classification system was derived from the DMD-QoL based on psychometric performance of items, factor analysis, and item response theory analysis. Preferences for health states described by the classification system were elicited using an online discrete choice experiment survey with life years as an additional attribute, from members of the UK general population (n = 1043). Discrete choice experiment data was modeled using a conditional fixed-effects logit model and utility estimates were directly anchored on the 1 to 0 full health-dead scale. RESULTS: The health state classification system has 8 dimensions: mobility, difficulty using hands, difficulty breathing, pain, tiredness, worry, participation, and feeling good about yourself. The standard model had mostly statistically significant coefficients and reflected the instrument's monotonic structure. However, 2…

  32. 34
    top 5.8%

    Cost-Effectiveness of COVID-19 Policy Measures: A Systematic Review

    Sophie Vandepitte, Tijs W. Alleman, Ingmar Nopens A, Jan Marcel Baetens, Samuel Coenen and 1 more

    42 citationsOpen accessdoi:10.1016/j.jval.2021.05.013OpenAlex

  33. 35
    top 6%

    New Zealand Population Norms for the EQ-5D-5L Constructed From the Personal Value Sets of Participants in a National Survey

    Trudy A. Sullivan, Robin M. Turner, Sarah Derrett, Paul Hansen

    42 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2021.04.1280OpenAlex

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    OBJECTIVES: To derive New Zealand (NZ) population norms for the EQ-5D-5L and to examine the association between participants' sociodemographic characteristics and their health-related quality of life. METHODS: Data from the 2018 NZ EQ-5D-5L valuation study (n = 2468) were used. Each participant's 5-digit profile was converted to a single utility value using their personal value set. The profiles, mean utility values, and mean EuroQol visual analog scale (EQ-VAS) scores were summarized by dimension and disaggregated by age group and gender. Multivariable logistic and Tobit regressions were used to investigate the association between participants' sociodemographic characteristics and the EQ-5D-5L dimensions, utility values, and EQ-VAS scores. RESULTS: The mean utility value was 0.847 and the mean EQ-VAS score was 74.8. Of the 3125 possible EQ-5D-5L profiles, 25 profiles represented the current health status of the majority of participants (78%). The odds of having problems with anxiety or depression was greatest for people aged 18 to 24 years and decreased with age. People with a…

  34. 36
    top 6.2%

    Cost-Based Price Calculation of Mexiletine for Nondystrophic Myotonia

    Sibren van den Berg, Vincent van der Wel, Saco J. de Visser, Bas C. Stunnenberg, Lonneke Timmers and 3 more

    42 citationsOpen access (CC-BY)doi:10.1016/j.jval.2021.02.004OpenAlex

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    OBJECTIVES: Mexiletine is a long-known drug used for the treatment of arrhythmias and repurposed in the 1980s for patients with nondystrophic myotonia (NDM). Recently, the price of mexiletine in Europe increased significantly after registration as an orphan drug for NDM. This led to international discussions on affordability and willingness to reimburse mexiletine in the absence of background information that would justify such a price. Our objective was to calculate a cost-based price for mexiletine for adult patients with NDM based on detailed information on development costs. METHODS: We calculated a fair price based on a cost-based pricing model for commercial mexiletine to treat adults with NDM using a recent European drug-pricing model as a framework to include actual costs incurred. Three scenarios were applied: 1 with minimum estimated costs, 1 with maximum estimated costs, and 1 with costs as if mexiletine was innovative. RESULTS: The calculated fair price of mexiletine per patient per year (PPPY) is €452 for the minimum scenario and €1996 for the maximum scenario. By using…

  35. 37
    top 6.3%

    Comparison of Parametric Survival Extrapolation Approaches Incorporating General Population Mortality for Adequate Health Technology Assessment of New Oncology Drugs

    Ilse van Oostrum, Mario Ouwens, Antonio Remiro‐Azócar, Gianluca Baio, Maarten Jacobus Postma and 2 more

    41 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2021.03.008OpenAlex

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    OBJECTIVES: Survival extrapolation of trial outcomes is required for health economic evaluation. Generally, all-cause mortality (ACM) is modeled using standard parametric distributions, often without distinguishing disease-specific/excess mortality and general population background mortality (GPM). Recent National Institute for Health and Care Excellence guidance (Technical Support Document 21) recommends adding GPM hazards to disease-specific/excess mortality hazards in the log-likelihood function ("internal additive hazards"). This article compares alternative extrapolation approaches with and without GPM adjustment. METHODS: Survival extrapolations using the internal additive hazards approach (1) are compared to no GPM adjustment (2), applying GPM hazards once ACM hazards drop below GPM hazards (3), adding GPM hazards to ACM hazards (4), and proportional hazards for ACM versus GPM hazards (5). The fit, face validity, mean predicted life-years, and corresponding uncertainty measures are assessed for the active versus control arms of immature and mature (30- and 75-month follow-up)…

  36. 38
    top 6.5%

    Cost-Effectiveness Analyses of an Absorbable Antibacterial Envelope for Use in Patients at Increased Risk of Cardiac Implantable Electronic Device Infection in Germany, Italy, and England

    Giuseppe Boriani, Charles E.H. Kennergren, Khaldoun G. Tarakji, David Jay Wright, Fozia Zahir Ahmed and 8 more

    40 citationsOpen access (CC-BY)doi:10.1016/j.jval.2020.12.021OpenAlex

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    OBJECTIVES: To model the cost-effectiveness of the TYRX Absorbable Antibacterial Envelope when used in patients at increased risk of cardiac implantable electronic device (CIED) infection in the context of 3 European healthcare systems: Germany, Italy, and England. METHODS: A decision tree model with a lifetime horizon was populated using data from the Worldwide Randomized Antibiotic Envelope Infection Prevention Trial, a large multicenter randomized controlled trial. Use of the antibacterial envelope adjunctive to standard of care was compared to standard of care infection prevention alone. Patients in the model were divided into subgroups based on presence of factors known to increase infection risk. RESULTS: The antibacterial envelope had the most favorable cost-effectiveness profile when patients had previously experienced CIED infection, had a history of immunosuppressive therapy, or had a Prevention of Arrhythmia Device Infection Trial (PADIT) score indicating high risk of infection (scores ≥6) at cost-effectiveness thresholds of €50 000 in Germany (assumed in the absence of…

  37. 39
    top 6.7%

    Cost-Effectiveness of Propofol (Diprivan) Versus Inhalational Anesthetics to Maintain General Anesthesia in Noncardiac Surgery in the United States

    Tim Kampmeier, Sebastian Willy Rehberg, Abdul Jabbar Omar Alsaleh, Stefan Schraag, Jenny Pham and 1 more

    40 citationsOpen access (CC-BY)doi:10.1016/j.jval.2021.01.008OpenAlex

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    OBJECTIVES: It is not known whether using propofol total intravenous anaesthesia (TIVA) to reduce incidence of postoperative nausea and vomiting (PONV) is cost-effective. We assessed the economic impact of propofol TIVA versus inhalational anesthesia in adult patients for ambulatory and inpatient procedures relevant to the US healthcare system. METHODS: Two models simulate individual patient pathways through inpatient and ambulatory surgery with propofol TIVA or inhalational anesthesia with economic inputs from studies on adult surgical US patients. Efficacy inputs were obtained from a meta-analysis of randomized controlled trials. Probabilistic and deterministic sensitivity analyses assessed the robustness of the model estimates. RESULTS: Lower PONV rate, shorter stay in the post-anesthesia care unit, and reduced need for rescue antiemetics offset the higher costs for anesthetics, analgesics, and muscle relaxants with propofol TIVA and reduced cost by 11.41 ± 10.73 USD per patient in the inpatient model and 11.25 ± 9.81 USD in the ambulatory patient model. Sensitivity analyses…

  38. 40
    top 6.8%
  39. 41
    top 7%

    Do Cost-Effectiveness Analyses Account for Drug Genericization? A Literature Review and Assessment of Implications

    Peter J. Neumann, Meghan I. Podolsky, Anirban Basu, Daniel A. Ollendorf, Joshua T. Cohen

    38 citationsOpen accessdoi:10.1016/j.jval.2021.06.014OpenAlex

  40. 42
    top 7.2%

    Reported Challenges in Health Technology Assessment of Complex Health Technologies

    Milou A. Hogervorst, Rick A. Vreman, Aukje Kaija Mantel-Teeuwisse, Wim Goettsch

    37 citationsOpen access (CC-BY)doi:10.1016/j.jval.2021.11.1356OpenAlex

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    OBJECTIVES: With complex health technologies entering the market, methods for health technology assessment (HTA) may require changes. This study aimed to identify challenges in HTA of complex health technologies. METHODS: A survey was sent to European HTA organizations participating in European Network for HTA (EUnetHTA). The survey contained open questions and used predefined potentially complex health technologies and 7 case studies to identify types of complex health technologies and challenges faced during HTA. The survey was validated, tested for reliability by an expert panel, and pilot tested before dissemination. RESULTS: A total of 22 HTA organizations completed the survey (67%). Advanced therapeutic medicinal products (ATMPs) and histology-independent therapies were considered most challenging based on the predefined complex health technologies and case studies. For the case studies, more than half of the reported challenges were "methodological," equal in relative effectiveness assessments as in cost-effectiveness assessments. Through the open questions, we found that…

  41. 43
    top 7.3%

    Varying Willingness to Pay Based on Severity of Illness: Impact on Health Technology Assessment Outcomes of Inpatient and Outpatient Drug Therapies in The Netherlands

    Marieke Schurer, Suzette M. Matthijsse, Carla Y. Vossen, Marjolijn van Keep, James Horscroft and 2 more

    37 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2021.08.003OpenAlex

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    OBJECTIVES: Since 2015, Zorginstituut Nederland (ZIN) has linked disease severity ranges of 0.10 to 0.40, 0.41 to 0.70, and 0.71 to 1.00 with willingness-to-pay (WTP) reference values of €20 000, €50 000, and €80 000 per quality-adjusted life year gained, respectively. We sought to review whether these changes have affected ZIN health technology assessment (HTA) outcomes for specialist and outpatient drugs. METHODS: ZIN recommendations for specialist and outpatient drugs published between January 1, 2012, and December 31, 2020, that included a pharmacoeconomic report were reviewed. Data were extracted on disease severity, proportional shortfall calculation, reported WTP reference value, outcomes related to the cost-effectiveness of the product, budget impact, and ZIN's recommendation including rationale for their advice. RESULTS: A total of 51 HTAs were included. Of the 20 HTAs published before June 2015, a total of 9 received positive recommendations, 7 were conditionally reimbursed, and 4 received negative recommendations. None reported WTP reference values. Of the 31 evaluations…

  42. 44
    top 7.5%

    A Systematic Review of Cost-Effectiveness Studies of Interventions With a Personalized Nutrition Component in Adults

    Milanne Maria Johanna Galekop, Carin A. Uyl‐de Groot, Ken Redekop

    37 citationsOpen access (CC-BY)doi:10.1016/j.jval.2020.12.006OpenAlex

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    OBJECTIVES: Important links between dietary patterns and diseases have been widely applied to establish nutrition interventions. However, knowledge about between-person heterogeneity regarding the benefits of nutrition intervention can be used to personalize the intervention and thereby improve health outcomes and efficiency. We performed a systematic review of cost-effectiveness analyses (CEAs) of interventions with a personalized nutrition (PN) component to assess their methodology and findings. METHODS: A systematic search (March 2019) was performed in 5 databases: EMBASE, Medline Ovid, Web of Science, Cochrane CENTRAL, and Google Scholar. CEAs involving interventions in adults with a PN component were included; CEAs focusing on clinical nutrition or undernutrition were excluded. The CHEERS checklist was used to assess the quality of CEAs. RESULTS: We identified 49 eligible studies among 1792 unique records. Substantial variation in methodology was found. Most studies (91%) focused only on psychological concepts of PN such as behavior and preferences. Thirty-four CEAs were…

  43. 46
    top 7.8%

    Cost-Effectiveness of Targeted Genetic Testing for Breast and Ovarian Cancer: A Systematic Review

    Andreas Koldehoff, Marion Danner, Daniele Civello, Kerstin Rhiem, Stephanie Stock and 1 more

    36 citationsOpen accessdoi:10.1016/j.jval.2020.09.016OpenAlex

  44. 47
    top 8%

    Cost-Effectiveness of Cemiplimab Versus Standard of Care in the United States for First-Line Treatment of Advanced Non-small Cell Lung Cancer With Programmed Death-Ligand 1 Expression ≥50%

    Andreas Kuznik, Caitlin Smare, Chieh-I Chen, M. Venkatachalam, Sam Keeping and 7 more

    35 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2021.08.009OpenAlex

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    OBJECTIVES: This study aimed to evaluate the cost-effectiveness, from a US commercial payer perspective, of cemiplimab versus other first-line treatments for advanced non-small cell lung cancer with programmed death-ligand 1 expression ≥50%. METHODS: A 30-year "partitioned survival" model was constructed. Overall survival and progression-free survival were estimated by applying time-varying hazard ratios from a network meta-analysis of randomized clinical trials. Overall survival and progression-free survival were estimated from EMPOWER-Lung 1 (cemiplimab monotherapy vs chemotherapy) and KEYNOTE-024 and KEYNOTE-042 (pembrolizumab monotherapy vs chemotherapy). Drug acquisition costs were based on published 2020 US list prices. A 3% discount rate was applied to life-years, quality-adjusted life-years (QALYs), and costs. A deterministic analysis was performed on the base case; 1-way sensitivity and probabilistic sensitivity analyses assessed model and parameter uncertainties. RESULTS: Cemiplimab was associated with increased time in the "preprogression" (13.08 vs 7.90 and 6.08 months)…

  45. 48
    top 8.2%

    Valuation of Informal Care Provided to People Living With Dementia: A Systematic Literature Review

    Lidia Engel, Maja Ajduković, Jessica Bucholc, Nikki McCaffrey

    35 citationsOpen accessdoi:10.1016/j.jval.2021.04.1283OpenAlex

  46. 49
    top 8.4%

    Antimicrobial Resistance: Is Health Technology Assessment Part of the Solution or Part of the Problem?

    Abigail R. Colson, Alec Morton, Christine Årdal, Kalipso Chalkidou, Sally C. Davies and 12 more

    34 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2021.06.002OpenAlex

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    Antimicrobial resistance is a serious challenge to the success and sustainability of our healthcare systems. There has been increasing policy attention given to antimicrobial resistance in the last few years, and increased amounts of funding have been channeled into funding for research and development of antimicrobial agents. Nevertheless, manufacturers doubt whether there will be a market for new antimicrobial technologies sufficient to enable them to recoup their investment. Health technology assessment (HTA) has a critical role in creating confidence that if valuable technologies can be developed they will be reimbursed at a level that captures their true value. We identify 3 deficiencies of current HTA processes for appraising antimicrobial agents: a methods-centric approach rather than problem-centric approach for dealing with new challenges, a lack of tools for thinking about changing patterns of infection, and the absence of an approach to epidemiological risks. We argue that, to play their role more effectively, HTA agencies need to broaden their methodological tool kit,…

  47. 50
    top 8.5%

    Leveraging the Similarities Between Cost-Effectiveness Analysis and Value-Based Healthcare

    Jelle Walraven, Maartje S. Jacobs, Carin A. Uyl‐de Groot

    34 citationsOpen access (CC-BY-NC-ND)doi:10.1016/j.jval.2021.01.010OpenAlex

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    OBJECTIVES: This article aims to explore overlaps and differences between the emerging concept of value-based healthcare (VBHC) and the established field of cost-effectiveness analysis (CEA), as well as the feasibility of integrating them together. Interest in VBHC has grown significantly in developed countries that seek to preserve the sustainability of their healthcare systems. Consequently, it is likely that VBHC will soon play a meaningful role in health economic policy and decision making. Because VBHC and CEA share many similarities, academics have pointed out that integration could lead to opportunities for improvements in both fields. METHODS: An exploration of overlapping topics in VBHC and CEA literature was performed to establish initial links between them. A new methodologic approach is described to consolidate key value frameworks from the respective fields. RESULTS: Several key themes emerged in which these 2 concepts can reinforce each other: interpretation of value, sensitivity to outcome changes, scientific credibility, methodology and measurement, and usability in…

How to read this list

The cohort is every article, review and book chapter OpenAlex attributes to Value in Health with publication year 2021, excluding retracted works and paratext such as editorials and errata. The top 50 by citation count are listed; the percentile is the rank divided by the cohort size. 33 of the 50 entries have an abstract in OpenAlex. Counts were read on 29 October 2026 and will not be updated on this page, so a quoted rank stays verifiable. Full rules on the methodology page.

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