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DiSantostefano RL, Smith IP, Falahee M, Jiménez-Moreno AC, Oliveri S, Veldwijk J, de Wit GA, Janssen EM, Berlin C, Groothuis-Oudshoorn CGM. Research Priorities to Increase Confidence in and Acceptance of Health Preference Research: What Questions Should be Prioritized Now? THE PATIENT 2024; 17:179-190. [PMID: 38103109 PMCID: PMC10894084 DOI: 10.1007/s40271-023-00650-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/01/2023] [Indexed: 12/17/2023]
Abstract
BACKGROUND AND OBJECTIVE There has been an increase in the study and use of stated-preference methods to inform medicine development decisions. The objective of this study was to identify prioritized topics and questions relating to health preferences based on the perspective of members of the preference research community. METHODS Preference research stakeholders from industry, academia, consultancy, health technology assessment/regulatory, and patient organizations were recruited using professional networks and preference-targeted e-mail listservs and surveyed about their perspectives on 19 topics and questions for future studies that would increase acceptance of preference methods and their results by decision makers. The online survey consisted of an initial importance prioritization task, a best-worst scaling case 1 instrument, and open-ended questions. Rating counts were used for analysis. The best-worst scaling used a balanced incomplete block design. RESULTS One hundred and one participants responded to the survey invitation with 66 completing the best-worst scaling. The most important research topics related to the synthesis of preferences across studies, transferability across populations or related diseases, and method topics including comparison of methods and non-discrete choice experiment methods. Prioritization differences were found between respondents whose primary affiliation was academia versus other stakeholders. Academic researchers prioritized methodological/less studied topics; other stakeholders prioritized applied research topics relating to consistency of practice. CONCLUSIONS As the field of health preference research grows, there is a need to revisit and communicate previous work on preference selection and study design to ensure that new stakeholders are aware of this work and to update these works where necessary. These findings might encourage discussion and alignment among different stakeholders who might hold different research priorities. Research on the application of previous preference research to new contexts will also help increase the acceptance of health preference information by decision makers.
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Affiliation(s)
| | - Ian P Smith
- Janssen Research & Development LLC, 1125 Trenton Harbourton Rd, Titusville, NJ, 08560, USA
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Marie Falahee
- Rheumatology Research Group, Institute of Inflammation and Ageing, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | | | - Serena Oliveri
- Applied Research Division for Cognitive and Psychological Science, Istituto Europeo di Oncologia, IEO IRCCS, Milan, Italy
| | - Jorien Veldwijk
- Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
- Erasmus Choice Modelling Centre, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - G Ardine de Wit
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Ellen M Janssen
- Janssen Research & Development LLC, 1125 Trenton Harbourton Rd, Titusville, NJ, 08560, USA
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Boxebeld S, Mouter N, van Exel J. Participatory Value Evaluation (PVE): A New Preference-Elicitation Method for Decision Making in Healthcare. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2024; 22:145-154. [PMID: 38103158 DOI: 10.1007/s40258-023-00859-9] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/20/2023] [Indexed: 12/17/2023]
Abstract
Participatory value evaluation (PVE) has recently been introduced in the field of health as a new method to elicit stated preferences for public policies. PVE is a method in which respondents in a choice experiment are presented with various policy options and their attributes, and are asked to compose their portfolio of preference given a public-resource constraint. This paper aims to illustrate PVE's potential for informing healthcare decision making and to position it relative to established preference-elicitation methods. We first describe PVE and its theoretical background. Next, by means of a narrative review of the eight existing PVE applications within and outside the health domain, we illustrate the different implementations of the main features of the method. We then compare PVE to several established preference-elicitation methods in terms of the structure and nature of the choice tasks presented to respondents. The portfolio-based choice task in a PVE requires respondents to consider a set of policy alternatives in relation to each other and to make trade-offs subject to one or more constraints, which more closely resembles decision making by policymakers. When using a flexible budget constraint, respondents can trade-off their private income with public expenditures. Relative to other methods, a PVE may be cognitively more demanding and is less efficient; however, it seems a promising complementary method for the preference-based assessment of health policies. Further research into the feasibility and validity of the method is required before researchers and policymakers can fully appreciate the advantages and disadvantages of the PVE as a preference-elicitation method.
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Affiliation(s)
- Sander Boxebeld
- Department of Health Economics, Erasmus School of Health Policy & Management (ESHPM), Erasmus University Rotterdam, Rotterdam, The Netherlands.
- Erasmus Centre for Health Economics Rotterdam (EsCHER), Erasmus University Rotterdam, Rotterdam, The Netherlands.
- Erasmus Choice Modelling Centre (ECMC), Erasmus University Rotterdam, Rotterdam, The Netherlands.
| | - Niek Mouter
- Transport and Logistics Group, Department of Technology, Policy and Management, Delft University of Technology, Delft, The Netherlands
- Populytics B.V. Leiden, Leiden, The Netherlands
| | - Job van Exel
- Department of Health Economics, Erasmus School of Health Policy & Management (ESHPM), Erasmus University Rotterdam, Rotterdam, The Netherlands
- Erasmus Centre for Health Economics Rotterdam (EsCHER), Erasmus University Rotterdam, Rotterdam, The Netherlands
- Erasmus Choice Modelling Centre (ECMC), Erasmus University Rotterdam, Rotterdam, The Netherlands
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Mühlbacher A, Beaudet A, Brand M, Janssen EM, Gunz H, Li W, Preiss M, Sadler A, DiSantostefano RL. Patient Preferences in Pulmonary Arterial Hypertension, a Latent Class Analysis to Identify Preference Heterogeneity. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2024; 27:206-215. [PMID: 37949354 DOI: 10.1016/j.jval.2023.10.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/22/2023] [Revised: 09/26/2023] [Accepted: 10/26/2023] [Indexed: 11/12/2023]
Abstract
OBJECTIVES Pulmonary arterial hypertension (PAH) is a chronic, progressive disease of the pulmonary circulation characterized by vascular remodeling that, if untreated, can lead to right heart dysfunction and death. This analysis measured heterogeneity in patient preferences for PAH-specific treatment regimens. METHOD Adult patients with PAH with slight to marked limitations during physical activity were recruited through a patient organization in Germany. Participants completed an online best-worst scaling case 3 survey. Patients chose among 3 hypothetical treatment profiles defined by 6 benefits and risks at varying levels. Participants completed 12 choice tasks. Preference heterogeneity was assessed using latent class analysis. RESULTS A total of 83 participants (76% female) completed the survey. Best-fit model revealed 4 classes. Class 1 (19% of participants) assigned importance to multiple attributes particularly side effects, class 2 (34%) to physical activity limitations, class 3 (30%) to survival and physical activity limitations, and class 4 (17%) to survival. No differences in sociodemographic characteristics were observed across classes. Compared with other classes, class 4 was most likely to report having marked physical activity limitations (79%) and needing daily help (100%), while considering higher daily activity levels to be ordinary (walking >1 km [71%] or climbing several flights of stairs [50%]). CONCLUSION This first patient preference study in a PAH population suggests that physical activity limitations in addition to survival matter most to patients; however, preference heterogeneity between groups of patients was observed. Patient preferences should be considered in treatment decision making to better balance patient's expectations regarding the known risk-benefit ratio of treatment.
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Affiliation(s)
- Axel Mühlbacher
- Health Economics and Health Care Management, Hochschule Neubrandenburg, Neubrandenburg, Germany; Gesellschaft für empirische Beratung GmbH, Berlin, Germany.
| | - Amélie Beaudet
- Actelion Pharmaceuticals Ltd, a Janssen Pharmaceutical Company of Johnson & Johnson, Allschwil, Switzerland
| | - Monika Brand
- Actelion Pharmaceuticals Ltd, a Janssen Pharmaceutical Company of Johnson & Johnson, Allschwil, Switzerland
| | - Ellen M Janssen
- Janssen-Cilag Germany, Johnson & Johnson Platz, Neuss North Rhine-Westphalia, Germany
| | - Holger Gunz
- Janssen-Cilag Germany, Johnson & Johnson Platz, Neuss North Rhine-Westphalia, Germany
| | - Wenjing Li
- Actelion Pharmaceuticals Ltd, a Janssen Pharmaceutical Company of Johnson & Johnson, Allschwil, Switzerland
| | - Michael Preiss
- Actelion Pharmaceuticals Ltd, a Janssen Pharmaceutical Company of Johnson & Johnson, Allschwil, Switzerland
| | - Andrew Sadler
- Gesellschaft für empirische Beratung GmbH, Berlin, Germany
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Bittner B, Schmidt J. Advancing Subcutaneous Dosing Regimens for Biotherapeutics: Clinical Strategies for Expedited Market Access. BioDrugs 2024; 38:23-46. [PMID: 37831325 PMCID: PMC10789662 DOI: 10.1007/s40259-023-00626-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/11/2023] [Indexed: 10/14/2023]
Abstract
In recent years, subcutaneous administration of biotherapeutics has made significant progress. The self-administration market for rheumatoid arthritis has witnessed the introduction of additional follow-on biologics, while the first subcutaneous dosing options for monoclonal antibodies have become available for multiple sclerosis. Oncology has also seen advancements with the authorization of high-volume subcutaneous formulations, facilitated by the development of high-concentration formulations and innovative delivery systems. Regulatory and Health Technology Assessment bodies increasingly consider preference data in filing dossiers, particularly in evaluating novel drug delivery methods. The adoption of a pharmacokinetic-based clinical bridging approach has become standard for transitioning from intravenous to subcutaneous administration. Non-inferiority studies with pharmacokinetics as the only primary endpoint have started deviating from traditional randomization schemes, favoring the subcutaneous route and comparing with historical intravenous data. While nonclinical and computational models made progress in predicting safety and immunogenicity for subcutaneously dosed antibodies, clinical trial evidence remains essential due to inter-individual variations and the impact of formulation parameters on anti-drug antibody formation. Ongoing technological advancements and the expanding knowledge base on pharmacokinetic-pharmacodynamic correlation across specialty areas are expected to further accelerate clinical development of subcutaneous biologics.
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Affiliation(s)
- Beate Bittner
- Global Product Strategy, Product Optimization, F. Hoffmann-La Roche, Grenzacher Strasse 124, 4070, Basel, Switzerland.
| | - Johannes Schmidt
- Global Product Strategy, Product Optimization, F. Hoffmann-La Roche, Grenzacher Strasse 124, 4070, Basel, Switzerland
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Jalowsky M, Hauber B, Scott MJ, Arkin S, Coulter JR, Watt SJ, Kelly LMG, Valentine A. Priority Outcomes in Sickle Cell Disease Treatment: Co-Creation and Implementation of a Preference Exercise With Patients and Caregivers to Inform Drug Development. J Patient Exp 2023; 10:23743735231213767. [PMID: 38026068 PMCID: PMC10652801 DOI: 10.1177/23743735231213767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2023] Open
Abstract
Involving patients as co-leaders and co-creators in research is key to reflecting the patient's voice in decision-making. However, co-creation of patient-centered data to inform decisions is rare, especially in early drug development where patient input is critical to prioritizing patient-relevant outcomes and endpoints for use in clinical trials. Despite the industry's growing commitment to patient centricity, most patients are excluded from sharing their expertise in research; more inclusive methods of engaging patients as research partners are needed. We describe a collaboration between a pharmaceutical company and a patient organization in co-leading and co-creating a program to understand priorities of patients and caregivers for treatment features and outcomes in sickle cell disease to inform endpoint selection in clinical development. The results of this program will be used as a basis for continued interaction between patients and the sponsor and to inform ongoing clinical development and evidence-generation activities. This case study demonstrates an approach to meaningful collaborations between patient organizations and pharmaceutical companies aimed at including the patient's voice early in the medical product lifecycle.
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Sangeorzan I, Antonacci G, Martin A, Grodzinski B, Zipser CM, Murphy RKJ, Andriopoulou P, Cook CE, Anderson DB, Guest J, Furlan JC, Kotter MRN, Boerger TF, Sadler I, Roberts EA, Wood H, Fraser C, Fehlings MG, Kumar V, Jung J, Milligan J, Nouri A, Martin AR, Blizzard T, Vialle LR, Tetreault L, Kalsi-Ryan S, MacDowall A, Martin-Moore E, Burwood M, Wood L, Lalkhen A, Ito M, Wilson N, Treanor C, Dugan S, Davies BM. Toward Shared Decision-Making in Degenerative Cervical Myelopathy: Protocol for a Mixed Methods Study. JMIR Res Protoc 2023; 12:e46809. [PMID: 37812472 PMCID: PMC10594151 DOI: 10.2196/46809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 06/07/2023] [Accepted: 06/08/2023] [Indexed: 10/10/2023] Open
Abstract
BACKGROUND Health care decisions are a critical determinant in the evolution of chronic illness. In shared decision-making (SDM), patients and clinicians work collaboratively to reach evidence-based health decisions that align with individual circumstances, values, and preferences. This personalized approach to clinical care likely has substantial benefits in the oversight of degenerative cervical myelopathy (DCM), a type of nontraumatic spinal cord injury. Its chronicity, heterogeneous clinical presentation, complex management, and variable disease course engenders an imperative for a patient-centric approach that accounts for each patient's unique needs and priorities. Inadequate patient knowledge about the condition and an incomplete understanding of the critical decision points that arise during the course of care currently hinder the fruitful participation of health care providers and patients in SDM. This study protocol presents the rationale for deploying SDM for DCM and delineates the groundwork required to achieve this. OBJECTIVE The study's primary outcome is the development of a comprehensive checklist to be implemented upon diagnosis that provides patients with essential information necessary to support their informed decision-making. This is known as a core information set (CIS). The secondary outcome is the creation of a detailed process map that provides a diagrammatic representation of the global care workflows and cognitive processes involved in DCM care. Characterizing the critical decision points along a patient's journey will allow for an effective exploration of SDM tools for routine clinical practice to enhance patient-centered care and improve clinical outcomes. METHODS Both CISs and process maps are coproduced iteratively through a collaborative process involving the input and consensus of key stakeholders. This will be facilitated by Myelopathy.org, a global DCM charity, through its Research Objectives and Common Data Elements for Degenerative Cervical Myelopathy community. To develop the CIS, a 3-round, web-based Delphi process will be used, starting with a baseline list of information items derived from a recent scoping review of educational materials in DCM, patient interviews, and a qualitative survey of professionals. A priori criteria for achieving consensus are specified. The process map will be developed iteratively using semistructured interviews with patients and professionals and validated by key stakeholders. RESULTS Recruitment for the Delphi consensus study began in April 2023. The pilot-testing of process map interview participants started simultaneously, with the formulation of an initial baseline map underway. CONCLUSIONS This protocol marks the first attempt to provide a starting point for investigating SDM in DCM. The primary work centers on developing an educational tool for use in diagnosis to enable enhanced onward decision-making. The wider objective is to aid stakeholders in developing SDM tools by identifying critical decision junctures in DCM care. Through these approaches, we aim to provide an exhaustive launchpad for formulating SDM tools in the wider DCM community. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/46809.
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Affiliation(s)
| | - Grazia Antonacci
- Department of Primary Care and Public Health, National Institute of Health Research (NIHR) Applied Research Collaboration (ARC) Northwest London, Imperial College London, London, United Kingdom
- Centre for Health Economics and Policy Innovation (CHEPI), Business School, Imperial College London, London, United Kingdom
| | - Anne Martin
- Faculty of Medicine, Health and Social Care, Canterbury Christ Church University, Canterbury, United Kingdom
| | - Ben Grodzinski
- University Hospitals Sussex, NHS Foundation Trust, Brighton, United Kingdom
| | - Carl M Zipser
- Spinal Cord Injury Center, Balgrist University Hospital, Zurich, Switzerland
| | - Rory K J Murphy
- Department of Neurosurgery, Barrow Neurological Institute, St. Joseph's Hospital and Medical Center, Phoenix, AZ, United States
| | - Panoraia Andriopoulou
- Psychology Department, School of Social Sciences, University of Ioannina, Ioannina, Greece
| | - Chad E Cook
- Division of Physical Therapy, School of Medicine, Duke University, Durham, CA, United States
- Department of Orthopaedics, School of Medicine, Duke University, Durham, CA, United States
- Department of Population Health Sciences, School of Medicine, Duke University, Durham, CA, United States
- Duke Clinical Research Institute, Duke University, Durham, CA, United States
| | - David B Anderson
- Sydney School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Sydney, Australia
| | - James Guest
- The Miami Project to Cure Paralysis, The Miller School of Medicine, University of Miami, Miami, FL, United States
| | - Julio C Furlan
- Division of Physical Medicine and Rehabilitation, Department of Medicine, University of Toronto, Toronto, ON, Canada
- The KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
| | - Mark R N Kotter
- Myelopathy.org, Cambridge, United Kingdom
- Department of Clinical Neurosurgery, University of Cambridge, Cambridge, United Kingdom
| | - Timothy F Boerger
- Department of Neurosurgery, Medical College of Wisconsin, Milwaukee, WI, United States
| | | | | | - Helen Wood
- Myelopathy.org, Cambridge, United Kingdom
| | - Christine Fraser
- Department of Health Sciences, University of Stirling, Scotland, United Kingdom
- Physiotherapy Department, National Health Service Lothian, Edinburgh, United Kingdom
| | - Michael G Fehlings
- Division of Neurosurgery and Spine Program, Department of Surgery, University of Toronto, Toronto, ON, Canada
- Division of Neurosurgery, Krembil Neuroscience Centre, Toronto Western Hospital, University Health Network, Toronto, ON, Canada
| | - Vishal Kumar
- Department of Orthopaedics, Postgraduate Institute of Medical Education and Research, Chandigarh, India
- Department of Orthopaedics, All India Institute of Medical Sciences, Deoghar, India
| | - Josephine Jung
- Institute of Psychiatry, Psychology & Neuroscience, King's College, London, United Kingdom
- Department of Neurosurgery, King's College Hospital, London, United Kingdom
| | - James Milligan
- Department of Family Medicine, McMaster University, Hamilton, ON, Canada
| | - Aria Nouri
- Division of Neurosurgery, Geneva University Hospitals, University of Geneva, Geneva, Switzerland
| | - Allan R Martin
- Department of Neurological Surgery, University of California, Davis, Davis, CA, United States
| | | | - Luiz Roberto Vialle
- School of Medicine, Pontifical Catholic University of Paraná, Curitiba, Brazil
| | - Lindsay Tetreault
- Department of Neurology, New York University, New York, NY, United States
| | - Sukhvinder Kalsi-Ryan
- The KITE Research Institute, Toronto Rehabilitation Institute, University Health Network, Toronto, ON, Canada
- Department of Surgery, University of Toronto, Toronto, ON, Canada
| | - Anna MacDowall
- Department of Surgical Sciences, Uppsala University and Department of Orthopaedics, The Academic Hospital of Uppsala, Uppsala, Sweden
| | | | | | - Lianne Wood
- Faculty of Health and Life Sciences, University of Exeter, Exeter, United Kingdom
- NeuroSpinal Assessment Unit, Nottingham University Hospitals NHS Trust, Nottingham, United Kingdom
| | - Abdul Lalkhen
- Northern Care Alliance, Salford Royal NHS Foundation Trust, Manchester, United Kingdom
| | - Manabu Ito
- Department of Orthopaedic Surgery, National Hospital Organization Hokkaido Medical Center, Sapporo, Japan
| | - Nicky Wilson
- Physiotherapy Department, King's College Hospital NHS Foundation Trust, London, United Kingdom
| | - Caroline Treanor
- Department of Physiotherapy, Beaumont Hospital, Dublin, Ireland
- Department of Neurosurgery, Beaumont Hospital, Dublin, Ireland
- School of Physiotherapy, Royal College of Surgeons in Ireland, Dublin, Ireland
| | | | - Benjamin M Davies
- Myelopathy.org, Cambridge, United Kingdom
- Department of Clinical Neurosurgery, University of Cambridge, Cambridge, United Kingdom
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Simons G, Schölin Bywall K, Englbrecht M, Johansson EC, DiSantostefano RL, Radawski C, Veldwijk J, Raza K, Falahee M. Exploring preferences of at-risk individuals for preventive treatments for rheumatoid arthritis. Scand J Rheumatol 2023; 52:449-459. [PMID: 36178461 DOI: 10.1080/03009742.2022.2116805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/22/2022] [Indexed: 10/14/2022]
Abstract
OBJECTIVE Some immunomodulatory drugs have been shown to delay the onset of, or lower the risk of developing, rheumatoid arthritis (RA), if given to individuals at risk. Several trials are ongoing in this area; however, little evidence is currently available about the views of those at risk of RA regarding preventive treatment. METHOD Three focus groups and three interviews explored factors that are relevant to first degree relatives (FDRs) of RA patients and members of the general public when considering taking preventive treatment for RA. The semi-structured qualitative interview prompts explored participant responses to hypothetical attributes of preventive RA medicines. Transcripts of focus group/interview proceedings were inductively coded and analysed using a framework approach. RESULTS Twenty-one individuals (five FDRs, 16 members of the general public) took part in the study. Ten broad themes were identified describing factors that participants felt would influence their decisions about whether to take preventive treatment if they were at increased risk of RA. These related either directly to features of the specific treatment or to other factors, including personal characteristics, attitude towards taking medication, and an individual's actual risk of developing RA. CONCLUSION This research highlights the importance of non-treatment factors in the decision-making process around preventive treatments, and will inform recruitment to clinical trials as well as information to support shared decision making by those considering preventive treatment. Studies of treatment preferences in individuals with a confirmed high risk of RA would further inform clinical trial design.
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Affiliation(s)
- G Simons
- Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - K Schölin Bywall
- Centre for Research Ethics & Bioethics, Uppsala University, Uppsala, Sweden
| | - M Englbrecht
- Freelance Healthcare Data Scientist, Eckental, Germany
- Department of Internal Medicine and Institute for Clinical Immunology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - E C Johansson
- Patient Research Partner, Swedish Rheumatism Association, Stockholm, Sweden
| | | | - C Radawski
- Eli Lilly and Company, Indianapolis, IN, USA
| | - J Veldwijk
- Erasmus School of Health Policy & Management and Erasmus Choice Modelling Centre, Erasmus University Rotterdam, Rotterdam, The Netherlands
- Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - K Raza
- Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
- Department of Rheumatology, Sandwell and West Birmingham NHS Trust, Birmingham, UK
- MRC Versus Arthritis Centre for Musculoskeletal Ageing Research and Research into Inflammatory Arthritis Centre Versus Arthritis, College of Medical and Dental Sciences, University of Birmingham, Birmingham, UK
| | - M Falahee
- Rheumatology Research Group, Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
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Janssens R, Barbier L, Muller M, Cleemput I, Stoeckert I, Whichello C, Levitan B, Hammad TA, Girvalaki C, Ventura JJ, Bywall KS, Pinto CA, Schoefs E, Katz EG, Kihlbom U, Huys I. How can patient preferences be used and communicated in the regulatory evaluation of medicinal products? Findings and recommendations from IMI PREFER and call to action. Front Pharmacol 2023; 14:1192770. [PMID: 37663265 PMCID: PMC10468983 DOI: 10.3389/fphar.2023.1192770] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Accepted: 07/12/2023] [Indexed: 09/05/2023] Open
Abstract
Objective: Patients have unique insights and are (in-)directly affected by each decision taken throughout the life cycle of medicinal products. Patient preference studies (PPS) assess what matters most to patients, how much, and what trade-offs patients are willing to make. IMI PREFER was a six-year European public-private partnership under the Innovative Medicines Initiative that developed recommendations on how to assess and use PPS in medical product decision-making, including in the regulatory evaluation of medicinal products. This paper aims to summarize findings and recommendations from IMI PREFER regarding i) PPS applications in regulatory evaluation, ii) when and how to consult with regulators on PPS, iii) how to reflect PPS in regulatory communication and iv) barriers and open questions for PPS in regulatory decision-making. Methods: PREFER performed six literature reviews, 143 interviews and eight focus group discussions with regulators, patient representatives, industry representatives, Health Technology Assessment bodies, payers, academics, and clincians between October 2016 and May 2022. Results: i) With respect to PPS applications, prior to the conduct of clinical trials of medicinal products, PPS could inform regulators' understanding of patients' unmet needs and relevant endpoints during horizon scanning activities and scientific advice. During the evaluation of a marketing authorization application, PPS could inform: a) the assessment of whether a product meets an unmet need, b) whether patient-relevant clinical trial endpoints and outcomes were studied, c) the understanding of patient-relevant effect sizes and acceptable trade-offs, and d) the identification of key (un-)favorable effects and uncertainties. ii) With respect to consulting with regulators on PPS, PPS researchers should ideally have early discussions with regulators (e.g., during scientific advice) on the PPS design and research questions. iii) Regarding external PPS communication, PPS could be reflected in the assessment report and product information (e.g., the European Public Assessment Report and the Summary of Product Characteristics). iv) Barriers relevant to the use of PPS in regulatory evaluation include a lack of PPS use cases and demonstrated impact on regulatory decision-making, and need for (financial) incentives, guidance and quality criteria for implementing PPS results in regulatory decision-making. Open questions concerning regulatory PPS use include: a) should a product independent broad approach to the design of PPS be taken and/or a product-specific one, b) who should optimally be financing, designing, conducting, and coordinating PPS, c) when (within and/or outside clinical trials) to perform PPS, and d) how can PPS use best be operationalized in regulatory decisions. Conclusion: PPS have high potential to inform regulators on key unmet needs, endpoints, benefits, and risks that matter most to patients and their acceptable trade-offs. Regulatory guidelines, templates and checklists, together with incentives are needed to foster structural and transparent PPS submission and evaluation in regulatory decision-making. More PPS case studies should be conducted and submitted for regulatory assessment to enable regulatory discussion and increase regulators' experience with PPS implementation and communication in regulatory evaluations.
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Affiliation(s)
- Rosanne Janssens
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - Liese Barbier
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | | | - Irina Cleemput
- Belgian Healthcare Knowledge Centre (KCE), Brussels, Belgium
| | | | | | - Bennett Levitan
- Global Epidemiology, Janssen R&D, LLC, Pennsylvania, PA, United States
| | | | | | | | - Karin Schölin Bywall
- School of Health, Care and Social Welfare, Division of Health and Welfare Technology, Mälardalen University, Västerås, Sweden
- Department of Public Health and Caring Sciences, Centre for Research Ethics & Bioethics, Uppsala University, Uppsala, Sweden
| | | | - Elise Schoefs
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
| | - Eva G. Katz
- Janssen Global Services, LLC, Raritan, NJ, United States
| | - Ulrik Kihlbom
- Department of Learning, Informatics, Management and Ethics, Karolinska Institutet, Solna, Sweden
| | - Isabelle Huys
- Department of Pharmaceutical and Pharmacological Sciences, KU Leuven, Leuven, Belgium
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Veldwijk J, de Bekker-Grob E, Juhaeri J, van Overbeeke E, Tcherny-Lessenot S, Pinto CA, DiSantostefano RL, Groothuis-Oudshoorn CGM. Suitability of Preference Methods Across the Medical Product Lifecycle: A Multicriteria Decision Analysis. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2023; 26:579-588. [PMID: 36509368 DOI: 10.1016/j.jval.2022.11.019] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 11/24/2022] [Accepted: 11/29/2022] [Indexed: 05/06/2023]
Abstract
OBJECTIVES This study aimed to understand the importance of criteria describing methods (eg, duration, costs, validity, and outcomes) according to decision makers for each decision point in the medical product lifecycle (MPLC) and to determine the suitability of a discrete choice experiment, swing weighting, probabilistic threshold technique, and best-worst scale cases 1 and 2 at each decision point in the MPLC. METHODS Applying multicriteria decision analysis, an online survey was sent to MPLC decision makers (ie, industry, regulatory, and health technology assessment representatives). They ranked and weighted 19 methods criteria from an existing performance matrix about their respective decisions across the MPLC. All criteria were given a relative weight based on the ranking and rating in the survey after which an overall suitability score was calculated for each preference elicitation method per decision point. Sensitivity analyses were conducted to reflect uncertainty in the performance matrix. RESULTS Fifty-nine industry, 29 regulatory, and 5 health technology assessment representatives completed the surveys. Overall, "estimating trade-offs between treatment characteristics" and "estimating weights for treatment characteristics" were highly important criteria throughout all MPLC decision points, whereas other criteria were most important only for specific MPLC stages. Swing weighting and probabilistic threshold technique received significantly higher suitability scores across decision points than other methods. Sensitivity analyses showed substantial impact of uncertainty in the performance matrix. CONCLUSION Although discrete choice experiment is the most applied preference elicitation method, other methods should also be considered to address the needs of decision makers. Development of evidence-based guidance documents for designing, conducting, and analyzing such methods could enhance their use.
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Affiliation(s)
- Jorien Veldwijk
- Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, The Netherlands; Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
| | - Esther de Bekker-Grob
- Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | | | | | | | | | | | - Catharina G M Groothuis-Oudshoorn
- Health Technology and Services Research, Faculty of Behavioural and Management Science, University of Twente, Enschede, The Netherlands
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Thomas M, Marshall DA, Sanchez AL, Bartlett SJ, Boonen A, Fraenkel L, Proulx L, Voshaar M, Bansback N, Buchbinder R, Guillemin F, Hiligsmann M, Richards DP, Richards P, Shea B, Tugwell P, Falahee M, Hazlewood GS. Exploring perceptions of using preference elicitation methods to inform clinical trial design in rheumatology: A qualitative study and OMERACT collaboration. Semin Arthritis Rheum 2023; 58:152112. [PMID: 36372015 DOI: 10.1016/j.semarthrit.2022.152112] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/08/2022] [Revised: 09/07/2022] [Accepted: 09/14/2022] [Indexed: 11/06/2022]
Abstract
BACKGROUND Clinical trial design requires value judgements and understanding patient preferences may help inform these judgements, for example when prioritizing treatment candidates, designing complex interventions, selecting appropriate outcomes, determining clinically important thresholds, or weighting composite outcomes. Preference elicitation methods are quantitative approaches that can estimate patients' preferences to quantify the absolute or relative importance of outcomes or other attributes relevant to the decision context. We aimed to explore stakeholder perceptions of using preference elicitation methods to inform judgements when designing clinical trials in rheumatology. METHODS We conducted 1-on-1 semi-structured interviews with patients with rheumatic diseases and rheumatology clinicians/researchers, recruited using purposive and snowball sampling. Participants were provided pre-interview materials, including a video and a document, to introduce the topic of preference elicitation methods and case examples of potential applications to clinical trials. Interviews were conducted via Zoom and were audio-recorded and transcribed. We used thematic analysis to analyze our data. RESULTS We interviewed 17 patients and 9 clinicians/researchers, until data and inductive thematic saturation were achieved within each group. Themes were grouped into overall perceptions, barriers, and facilitators. Patients and clinicians/researchers generally agreed that preference elicitation studies can improve clinical trial design, but that many considerations are required around preference heterogeneity and feasibility. A key barrier identified was the additional resources and expertise required to measure and incorporate preferences effectively in trial design. Key facilitators included developing guidance on how to use preference elicitation to inform trial design, as well as the role of external decision-makers in developing such guidance, and the need to leverage the movement towards patient engagement in research to encourage including patient preferences when designing trials. CONCLUSION Our findings allowed us to consider the potential applications of patient preferences in trial design according to stakeholders within rheumatology who are involved in the trial process. Future research should be conducted to develop comprehensive guidance on how to meaningfully include patient preferences when designing clinical trials in rheumatology. Doing so may have important downstream effects for shared decision-making, especially given the chronic nature of rheumatic diseases.
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Affiliation(s)
- Megan Thomas
- Department of Community Health Sciences, University of Calgary, Calgary, Canada
| | - Deborah A Marshall
- Department of Community Health Sciences, University of Calgary, Calgary, Canada; Department of Medicine, University of Calgary, Calgary, Canada
| | - Adalberto Loyola Sanchez
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, Canada
| | - Susan J Bartlett
- Department of Medicine, McGill University, Montreal, Canada; Centre for Outcomes Research & Evaluation, Research Institute McGill University Health Centre, Montreal, Canada
| | - Annelies Boonen
- Department of Internal Medicine, Maastricht University Medical Center, Care and Public Health Research Institute, Maastricht, The Netherlands
| | - Liana Fraenkel
- Yale University School of Medicine, Section of Rheumatology, Connecticut, USA
| | - Laurie Proulx
- Patient research partner, Canadian Arthritis Patient Alliance, Ottawa, Canada
| | - Marieke Voshaar
- Patient research partner, Radboud University, Department of Pharmacy, Nijmegen, the Netherlands
| | - Nick Bansback
- School of Population and Public Health, Faculty of Medicine, University of British Columbia, Vancouver, Canada
| | - Rachelle Buchbinder
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University and Monash Department of Clinical Epidemiology, Cabrini Institute, Melbourne, Australia
| | | | - Mickaël Hiligsmann
- Department of Health Services Research CAPHRI Care and Public Health Research Institute, Maastricht University, Maastricht, the Netherlands
| | - Dawn P Richards
- Patient research partner, Canadian Arthritis Patient Alliance, Ottawa, Canada; Patient research partner, Canadian Arthritis Patient Alliance and Five02 Labs Inc., Toronto, Canada
| | - Pamela Richards
- Patient research partner, University Hospitals, Bristol NHS Trust, Bristol, UK
| | - Beverley Shea
- Department of Medicine, University of Ottawa, Ottawa, Canada
| | - Peter Tugwell
- Department of Medicine, University of Ottawa, Ottawa, Canada
| | - Marie Falahee
- Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK
| | - Glen S Hazlewood
- Department of Community Health Sciences, University of Calgary, Calgary, Canada; Department of Medicine, University of Calgary, Calgary, Canada.
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11
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Tervonen T, Fox RJ, Brooks A, Sidorenko T, Boyanova N, Levitan B, Hennessy B, Phillips-Beyer A. Treatment preferences in relation to fatigue of patients with relapsing multiple sclerosis: A discrete choice experiment. Mult Scler J Exp Transl Clin 2023; 9:20552173221150370. [PMID: 36714174 PMCID: PMC9880588 DOI: 10.1177/20552173221150370] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/01/2022] [Accepted: 12/23/2022] [Indexed: 01/24/2023] Open
Abstract
Background Treatment decisions for multiple sclerosis (MS) are influenced by many factors such as disease symptoms, comorbidities, and tolerability. Objective To determine how much relapsing MS patients were willing to accept the worsening of certain aspects of their MS in return for improvements in symptoms or treatment convenience. Methods A web-based discrete choice experiment (DCE) was conducted in patients with relapsing MS. Multinomial logit models were used to estimate relative attribute importance (RAI) and to quantify attribute trade-offs. Results The DCE was completed by 817 participants from the US, the UK, Poland, and Russia. The most valued attributes of MS therapy to participants were effects on physical fatigue (RAI = 22.3%), cognitive fatigue (RAI = 22.0%), relapses over 2 years (RAI = 20.7%), and MS progression (RAI = 18.4%). Participants would accept six additional relapses in 2 years and a decrease of 7 years in time to disease progression to improve either cognitive or physical fatigue from "quite a bit of difficulty" to "no difficulty." Conclusion Patients strongly valued improving cognitive and physical fatigue and were willing to accept additional relapses or a shorter time to disease progression to have less fatigue. The impact of fatigue on MS patients' quality of life should be considered in treatment decisions.
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Affiliation(s)
| | - Robert J Fox
- Robert Fox, Mellen Center for Multiple
Sclerosis, Neurological Institute, Cleveland Clinic, Cleveland, OH, USA.
| | | | - Tatiana Sidorenko
- Actelion Pharmaceuticals, Part of Janssen Pharmaceutical Companies, Allschwil, Switzerland
| | - Neli Boyanova
- Actelion Pharmaceuticals, Part of Janssen Pharmaceutical Companies, Allschwil, Switzerland
| | | | - Brian Hennessy
- Actelion Pharmaceuticals, Part of Janssen Pharmaceutical Companies, Allschwil, Switzerland
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12
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Smith IP, Whichello CL, de Bekker-Grob EW, Mölken MPMHRV, Veldwijk J, de Wit GA. The Impact of Video-Based Educational Materials with Voiceovers on Preferences for Glucose Monitoring Technology in Patients with Diabetes: A Randomised Study. THE PATIENT 2023; 16:223-237. [PMID: 36670244 PMCID: PMC10121708 DOI: 10.1007/s40271-022-00612-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 11/15/2022] [Indexed: 01/22/2023]
Abstract
INTRODUCTION Ensuring patients have enough information about healthcare choices prior to completing a preference study is necessary to support the validity of the findings. Patients are commonly informed using text-based information with supporting graphics. Video-based information may be more engaging for the general patient population. This study aimed to assess (1) the impact that educating patients using video-based educational materials with a voiceover has on patient preferences compared to traditional text, and (2) whether this impact is consistent between two countries. MATERIALS AND METHODS A video-based educational tool was developed to inform patients prior to completing a discrete choice experiment assessing preferences for glucose monitors. Patients with diabetes from the Netherlands and Poland were recruited through an online research panel. Respondents were randomised to receive information in either a text or a video with animations and a voiceover. Data were analysed using a mixed-logit model. RESULTS N = 981 completed surveys were analysed from the Netherlands (n = 459) and Poland (n = 522). Differences were found between the countries, but no interpretable pattern of differences was found between the two types of educational materials. Patients spent less time in the educational material than would be necessary to fully review all of the content. CONCLUSIONS Simply providing educational material in a video with animations and voiceovers does not necessarily lead to better engagement from respondents or different preference outcomes in a sample of diabetes patients when compared to text. Increasing engagement with educational materials should be a topic of future research for those conducting patient preference research as no amount of educational material will be helpful if respondents do not access it.
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Affiliation(s)
- Ian P Smith
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands.
| | - Chiara L Whichello
- Evidera, London, UK.,Erasmus Choice Modelling Centre, Erasmus University Rotterdam, Rotterdam, The Netherlands.,Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Esther W de Bekker-Grob
- Erasmus Choice Modelling Centre, Erasmus University Rotterdam, Rotterdam, The Netherlands.,Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | | | - Jorien Veldwijk
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands.,Erasmus Choice Modelling Centre, Erasmus University Rotterdam, Rotterdam, The Netherlands.,Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - G Ardine de Wit
- Julius Centre for Health Sciences and Primary Care, University Medical Centre Utrecht, Utrecht University, Utrecht, The Netherlands
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13
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Building Infrastructure to Exploit Evidence from Patient Preference Information (PPI) Studies: A Conceptual Blueprint. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12147278] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/10/2022]
Abstract
Patients are the most important actors in clinical research. Therefore, patient preference information (PPI) could support the decision-making process, being indisputable for research value, quality, and integrity. However, there is a lack of clear guidance or consensus on the search for preference studies. In this blueprint, an openly available and regularly updated patient preference management system for an integrated database (PPMSDB) that contains the minimal set of data sufficient to provide detailed information for each study (the so-called evidence tables in systematic reviews) and a high-level overview of the findings of a review (summary tables) is described. These tables could help determine which studies, if any, are eligible for quantitative synthesis. Finally, a web platform would provide a graphical and user-friendly interface. On the other hand, a set of APIs (application programming interfaces) would also be developed and provided. The PPMSDB, aims to collect preference measures, characteristics, and meta-data, and allow researchers to obtain a quick overview of a research field, use the latest evidence, and identify research gaps. In conjunction with proper statistical analysis of quantitative preference measures, these aspects can facilitate formal evidence-based decisions and adequate consideration when conducting a structured decision-making process. Our objective is to outline the conceptual infrastructure necessary to build and maintain a successful network that can monitor the currentness and validity of evidence.
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14
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Lewis A, Douka D, Koukoura A, Valla V, Smirthwaite A, Faarbaek SH, Vassiliadis E. Preference Testing in Medical Devices: Current Framework and Regulatory Gaps. MEDICAL DEVICES (AUCKLAND, N.Z.) 2022; 15:199-213. [PMID: 35822064 PMCID: PMC9271283 DOI: 10.2147/mder.s368420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/29/2022] [Accepted: 06/14/2022] [Indexed: 11/23/2022]
Abstract
Preference testing is a valuable source of information that can be provided by both healthcare professionals (HCPs) and patients (users). It can be used to improve the design and development of medical devices by feeding into device usability and, ultimately, risk management. Furthermore, it can aid with selecting the most appropriate clinical endpoints to be used in the clinical evaluation of a device and increase patient engagement by incorporating patient-relevant outcomes. Preference testing is widely conducted in the food industry but is not widespread in the medical field due to limited guidelines and a lack of regulatory framework. As such, manufacturers may be unaware of the benefits of preference testing and fail to take full advantage of it, or conversely, may use inappropriate methodology and/or analyses and consequently fail to collect meaningful data. In this position paper, we aim to highlight the benefits and uses of preference testing, along with potential methods that could be used for preference testing of medical devices. A key step towards the wider implementation of preference testing in medical devices is for the publication of international standards and guidelines for the collection, assessment, and implementation of preference data into the life cycle of a medical device.
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15
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Waschbusch M, Rodriguez L, Brueckner A, Lee KJ, Li X, Mokliatchouk O, Tremmel L, Yuan SS. Global Landscape of Benefit-Risk Considerations for Medicinal Products: Current State and Future Directions. Pharmaceut Med 2022; 36:201-213. [PMID: 35780471 DOI: 10.1007/s40290-022-00435-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/02/2022] [Indexed: 11/24/2022]
Abstract
In the last decade there has been a significant increase in the literature discussing the use of benefit-risk methods in medical product (including devices) development. Government agencies, medical product industry groups, academia, and collaborative consortia have extensively discussed the advantages of structured benefit-risk assessments. However, the abundance of information has not resulted in a consistent way to utilize these findings in medical product development. Guidelines and papers on methods, even though well structured, have not led to a firm consensus on a clear and consistent approach. This paper summarizes the global landscape of benefit-risk considerations for product- or program-level decisions from available literature and regulatory guidance, providing the perspectives of three stakeholder groups-regulators, collaborative groups and consortia, and patients. The paper identifies key themes, potential impact on benefit-risk assessments, and significant future trends.
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Affiliation(s)
- Max Waschbusch
- Global Clinical Safety and Pharmacovigilance, CSL Behring, King of Prussia, PA, USA.
| | - Lisa Rodriguez
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | | | - Kerry Jo Lee
- Center for Drug Evaluation and Research, US Food and Drug Administration, Silver Spring, MD, USA
| | - Xuefeng Li
- Center for Devices and Radiological Health, US Food and Drug Administration, Silver Spring, MD, USA
| | | | - Lothar Tremmel
- Quantitative Sciences and Reporting, CSL Behring, King of Prussia, PA, USA
| | - Shuai S Yuan
- Oncology Statistics, GlaxoSmithKline Plc, Upper Province, PA, USA
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16
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Thomas M, Marshall DA, Choudhary D, Bartlett SJ, Sanchez AL, Hazlewood GS. The Application of Preference Elicitation Methods in Clinical Trial Design to Quantify Trade-Offs: A Scoping Review. THE PATIENT 2022; 15:423-434. [PMID: 34927216 DOI: 10.1007/s40271-021-00560-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 10/10/2021] [Indexed: 06/14/2023]
Abstract
BACKGROUND AND OBJECTIVE Patients can express preferences for different treatment options in a healthcare context, and these can be measured with quantitative preference elicitation methods. OBJECTIVE Our objective was to conduct a scoping review to determine how preference elicitation methods have been used in the design of clinical trials. METHODS We conducted a scoping review to identify primary research studies, involving any health condition, that used quantitative preference elicitation methods, including direct utility-based approaches, and stated preference studies, to value health trade-offs in the context of clinical trial design. Studies were identified by screening existing systematic and scoping reviews and with a primary literature search in MEDLINE from 2010 to the present. We extracted study characteristics and the application of preference elicitation methods to clinical trial design according to the SPIRIT checklist from primary studies and summarized the findings descriptively. RESULTS We identified 18 eligible studies. The included studies applied patient preferences to five areas of clinical trial design: intervention selection (n = 1), designing N-of-1 trials (n = 1), outcome selection and weighting composite and ordinal outcomes (n = 12), sample size calculations (n = 2), and recruitment (n = 2). Using preference elicitation methods led to different decisions being made, such as using preference-weighted composite outcomes instead of equally weighted composite outcomes. CONCLUSION Preference elicitation methods are infrequently used to design clinical trials but may lead to changes throughout the trial that could affect the evidence generated. Future work should consider measurement challenges and explore stakeholder perceptions.
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Affiliation(s)
- Megan Thomas
- Department of Community Health Sciences, University of Calgary, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada
| | - Deborah A Marshall
- Department of Community Health Sciences, University of Calgary, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada
- Department of Medicine, University of Calgary, Calgary, AB, Canada
| | - Daksh Choudhary
- Department of Medicine, University of Calgary, Calgary, AB, Canada
| | - Susan J Bartlett
- Department of Medicine, McGill University, Montreal, QC, Canada
- Centre for Outcomes Research & Evaluation, Research Institute McGill University Health Centre, Montreal, QC, Canada
| | - Adalberto Loyola Sanchez
- Department of Medicine, Faculty of Medicine and Dentistry, University of Alberta, Edmonton, AB, Canada
| | - Glen S Hazlewood
- Department of Community Health Sciences, University of Calgary, 3330 Hospital Drive NW, Calgary, AB, T2N 4N1, Canada.
- Department of Medicine, University of Calgary, Calgary, AB, Canada.
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Crossnohere NL, Armstrong N, Fischer R, Bridges JFP. Diagnostic experiences of Duchenne families and their preferences for newborn screening: A mixed-methods study. AMERICAN JOURNAL OF MEDICAL GENETICS. PART C, SEMINARS IN MEDICAL GENETICS 2022; 190:169-177. [PMID: 35943031 PMCID: PMC9804254 DOI: 10.1002/ajmg.c.31992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 07/06/2022] [Accepted: 07/19/2022] [Indexed: 01/05/2023]
Abstract
Duchenne muscular dystrophy is the most common form of muscular dystrophy diagnosed in childhood but is not routinely screened for prenatally or at birth in the United States. We sought to characterize the diagnostic experiences of families and describe their preferences for newborn screening (NBS). We conducted a registry-based survey of families with Duchenne and Becker muscular dystrophy that included open- and closed-ended questions regarding the journey to a diagnosis, preferences for when to learn of a diagnosis, and how knowledge of a diagnosis would impact life decisions. Open-ended responses were analyzed thematically, and closed-ended responses were analyzed descriptively. Sixty-five families completed the survey. The average ages of first concern and diagnosis were 2 and 4 years, respectively. One-third of families (30%) indicated that they would prefer to receive a diagnosis in the newborn period irrespective of treatment options available, and nearly all of the remaining families (93%) indicated that they would want to learn about a diagnosis if there were treatments that worked well during the newborn period. All families (100%) indicated that a diagnosis in the newborn period would impact life decisions. We identified three overarching themes, which described the stages of the diagnostic journey, including having concerns about the child, seeking answers, and receiving the diagnosis. NBS can facilitate improved health outcomes through early access to care, and inform families on major health and nonhealth decisions. The preferences and experiences of families and other stakeholders should be considered when determining the potential value and benefit of expanding NBS programs.
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Affiliation(s)
- Norah L. Crossnohere
- Department of Biomedical InformaticsThe Ohio State University College of MedicineColumbusOhioUSA,Present address:
Department of Internal MedicineDivision of General Internal Medicine, The Ohio State University College of MedicineColumbusOhioUSA
| | - Niki Armstrong
- Parent Project Muscular DystrophyWashingtonDistrict of ColumbiaUSA
| | - Ryan Fischer
- Parent Project Muscular DystrophyWashingtonDistrict of ColumbiaUSA
| | - John F. P. Bridges
- Department of Biomedical InformaticsThe Ohio State University College of MedicineColumbusOhioUSA
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Casellas Caro M, Hidalgo MJC, García-Erce JA, Baquero Úbeda JL, Torras Boatella MG, Gredilla Díaz E, Ruano Encinar M, Martín Bayón I, Nicolás Picó J, Arjona Berral JE, Muñoz Solano A, Jiménez Merino S, Cerezales M, Cuervo J. Applying reflective multicriteria decision analysis to understand the value of therapeutic alternatives in the management of gestational and peripartum anaemia in Spain. BMC Pregnancy Childbirth 2022; 22:157. [PMID: 35216553 PMCID: PMC8881868 DOI: 10.1186/s12884-022-04481-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2021] [Accepted: 02/16/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND The objective of the FeminFER project was to assess the value of ferric carboxymaltose following a multicriteria decision analysis in obstetrics and gynaecology in Spain. METHODS Ferric carboxymaltose (FCM) and ferrous sulphate were evaluated using the EVIDEM framework. Ten stakeholders participated to collect different perspectives. The framework was adapted considering evidence retrieved with a PICO-S search strategy and grey literature. Criteria/subcriteria were weighted by level of relevance and an evidence-based decision-making exercise was developed in each criterion; weights and scores were combined to obtain the value of intervention relative to each criterion/subcriterion, that were further combined into the Modulated Relative Benefit-Risk Balance (MRBRB). RESULTS The most important criterion favouring FCM was Compared Efficacy/Effectiveness (0.183 ± 0.07), followed by Patient Preferences (0.059 ± 0.10). Only Direct medical costs criterion favoured FS (-0.003 ± 0.03). MRBRB favoured FCM; 0.45 ± 0.19; in a scale from -1 to + 1. CONCLUSIONS In conclusion, considering the several criteria involved in the decision-making process, participants agreed with the use of FCM according to its MRBRB.
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Affiliation(s)
- Manel Casellas Caro
- Department of Obstetrics, Hospital Universitari Vall d´Hebron, Passeig de la Vall d'Hebron, 119, 08035, Barcelona, Spain
| | - María Jesús Cancelo Hidalgo
- Department of Obstetrics and Gynecology, Hospital Universitario Guadalajara, Calle Donante de Sangre, 19002, Guadalajara, S/N, Spain
| | - José Antonio García-Erce
- Banco de Sangre Y Tejidos de Navarra, Servicio Navarro de Salud-Osasunbidea, Calle Irunlarrea, 3, 31008, Pamplona, Spain
- Grupo Español de Rehabilitación Multimodal (GERM), Instituto Aragonés de Ciencias de La Salud, Avenida San Juan Bosco, 13, 50009, Zaragoza, Spain
- PBM Group, Hospital La Paz Institute for Health Research (IdiPAZ), Paseo de la Castellana, 261, 28046, Madrid, Spain
| | | | - Maria Glòria Torras Boatella
- Àrea d'Innovació, Hospital Universitari Bellvitge, Carrer de La Feixa Llarga, L'Hospitalet de Llobregat, 08907, Barcelona, S/N, Spain
- Institut Català de La Salut, Barcelona, Spain
| | - Elena Gredilla Díaz
- Anaesthesia Department, Hospital La Paz, Paseo de La Castellana, 261, 28046, Madrid, Spain
| | | | - Israel Martín Bayón
- CS Polop-La Nucía, Avenida de Sagi Barba, 24, Polop, La Nucía, 03520, Alicante, Spain
| | - Jordi Nicolás Picó
- Hospital Universitari Mutua Terrasa, Plaça del Doctor Robert, 5, 08221, Terrassa, Spain
| | | | - Alberto Muñoz Solano
- Department of Obstetrics and Gynecology, Hospital Universitario Marqués de Valdecilla, Avenida de Valdecilla, 25, 39008, Santander, Spain
| | | | - Mónica Cerezales
- Axentiva Solutions S.L., Calle Monte Cerrau, 28, 33006, Asturias, Oviedo, Spain
| | - Jesús Cuervo
- Axentiva Solutions S.L., Calle Monte Cerrau, 28, 33006, Asturias, Oviedo, Spain.
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Visser LA, Folcher M, Delgado Simao C, Gutierrez Arechederra B, Escudero E, Uyl-de Groot CA, Redekop WK. The Potential Cost-Effectiveness of a Cell-Based Bioelectronic Implantable Device Delivering Interferon-β1a Therapy Versus Injectable Interferon-β1a Treatment in Relapsing-Remitting Multiple Sclerosis. PHARMACOECONOMICS 2022; 40:91-108. [PMID: 34480325 PMCID: PMC8739553 DOI: 10.1007/s40273-021-01081-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 08/10/2021] [Indexed: 06/09/2023]
Abstract
BACKGROUND Current first-line disease-modifying therapies (DMT) for multiple sclerosis (MS) patients are injectable or oral treatments. The Optogenerapy consortium is developing a novel bioelectronic cell-based implant for controlled release of beta-interferon (IFNβ1a) protein into the body. The current study estimated the potential cost effectiveness of the Optogenerapy implant (hereafter: Optoferon) compared with injectable IFNβ1a (Avonex). METHODS A Markov model simulating the costs and effects of Optoferon compared with injectable 30 mg IFNβ1a over a 9-year time horizon from a Dutch societal perspective. Costs were reported in 2019 Euros and discounted at a 4% annual rate; health effects were discounted at a 1.5% annual rate. The cohort consisted of 35-year-old, relapsing-remitting MS patients with mild disability. The device is implanted in a daycare setting, and is replaced every 3 years. In the base-case analysis, we assumed equal input parameters for Optoferon and Avonex regarding disability progression, health effects, adverse event probabilities, and acquisition costs. We assumed reduced annual relapse rates and withdrawal rates for Optoferon compared with Avonex. Sensitivity, scenario, value of information, and headroom analysis were performed. RESULTS Optoferon was the dominant strategy with cost reductions (- €26,966) and health gains (0.45 quality-adjusted life-years gained). A main driver of cost differences are the acquisition costs of Optoferon being 2.5 times less than the costs of Avonex. The incremental cost-effectiveness ratio was most sensitive to variations in the annual acquisition costs of Avonex, the annual withdrawal rate of Avonex and Optoferon, and the disability progression of Avonex. CONCLUSION Innovative technology such as the Optoferon implant may be a cost-effective therapy for patients with MS. The novel implantable mode of therapeutic protein administration has the potential to become a new mode of treatment administration for MS patients and in other disease areas. However, trials are needed to establish safety and effectiveness.
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Affiliation(s)
- Laurenske A. Visser
- Erasmus School of Health Policy and Management, Department: Health Technology Assessment, Erasmus University Rotterdam, Rotterdam, The Netherlands
| | - Marc Folcher
- Institute of Molecular and Clinical Opthalmology Basel, Basel, Switzerland
| | - Claudia Delgado Simao
- Functional Printing and Embedded Devices Unit, Eurecat, Centre Tecnològic de Catalunya, 08302 Mataró, Spain
| | | | - Encarna Escudero
- Plastic Materials Unit, Eurecat, Centre Tecnològic de Catalunya, Cerdanyola de Valles, Spain
| | - Carin A. Uyl-de Groot
- Erasmus School of Health Policy and Management, Department of Health Technology Assessment, Erasmus University Rotterdam, Rotterdam, the Netherlands
| | - William Ken Redekop
- Erasmus School of Health Policy and Management, Department: Health Technology Assessment, Erasmus University Rotterdam, Rotterdam, The Netherlands
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Menges D, Piatti MC, Cerny T, Puhan MA. Patient Preference Studies for Advanced Prostate Cancer Treatment Along the Medical Product Life Cycle: Systematic Literature Review. Patient Prefer Adherence 2022; 16:1539-1557. [PMID: 35789822 PMCID: PMC9250329 DOI: 10.2147/ppa.s362802] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2022] [Accepted: 06/16/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Patient preference studies can inform decision-making across all stages of the medical product life cycle (MPLC). The treatment landscape for advanced prostate cancer (APC) treatment has substantially changed in recent years. However, the most patient-relevant aspects of APC treatment remain unclear. This systematic review of patient preference studies in APC aimed to summarize the evidence on patient preferences and patient-relevant aspects of APC treatments, and to evaluate the potential contribution of existing studies to decision-making within the respective stages of the MPLC. METHODS We searched MEDLINE and EMBASE for studies evaluating patient preferences related to APC treatment up to October 2020. Two reviewers independently performed screening, data extraction and quality assessment in duplicate. We descriptively summarized the findings and analyzed the studies regarding their contribution within the MPLC using an analytical framework. RESULTS Seven quantitative preference studies were included. One study each was conducted in the marketing approval and the health technology assessment (HTA) and reimbursement stage, and five were conducted in the post-marketing stage of the MPLC. While almost all stated to inform clinical practice, the specific contributions to clinical decision-making remained unclear for almost all studies. Evaluated attributes related to benefits, harms, and other treatment-related aspects and their relative importance varied relevantly between studies. All studies were judged of high quality overall, but some methodological issues regarding sample selection and the definition of patient-relevant treatment attributes were identified. CONCLUSION The most patient-relevant aspects regarding the benefits and harms of APC treatment are not yet established, and it remains unclear which APC treatments are preferred by patients. Findings from this study highlight the importance of transparent reporting and discussion of study findings according to their aims and with respect to their stage within the MPLC. Future research may benefit from using the MPLC framework for analyzing or determining the aims and design of patient preference studies.
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Affiliation(s)
- Dominik Menges
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland
- Correspondence: Dominik Menges, Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Hirschengraben 84, Zurich, CH-8001, Switzerland, Tel +41 44 634 46 15, Email
| | - Michela C Piatti
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland
| | - Thomas Cerny
- Foundation Board, Cancer Research Switzerland (Krebsforschung Schweiz KFS), Bern, Switzerland
- Human Medicines Expert Committee (HMEC), Swissmedic, Bern, Switzerland
| | - Milo A Puhan
- Epidemiology, Biostatistics and Prevention Institute (EBPI), University of Zurich (UZH), Zurich, Switzerland
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An implantable device to treat multiple sclerosis: A discrete choice experiment on patient preferences in three European countries. J Neurol Sci 2021; 428:117587. [PMID: 34364148 DOI: 10.1016/j.jns.2021.117587] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 06/27/2021] [Accepted: 07/21/2021] [Indexed: 11/23/2022]
Abstract
BACKGROUND Persons with multiple sclerosis (MS) take their treatment via pills, injections or infusions. A novel mode of disease-modifying treatment administration, an implantable device, is under development. This study determined MS patient preferences for three modes of first-line treatment administration (implant, pills, injectables), and trade-offs regarding treatment characteristics. METHODS A survey including a discrete choice experiment was conducted among MS patients in the Netherlands, France, and the United Kingdom. Respondents had to repeatedly choose between various treatment scenarios with four treatment characteristics: risk of relapse, reduction of disease progression, risk of side effects and mode of administration. Data was analysed using a panel latent class logit model. RESULTS Based on the preferences of 753 MS patients (response rate 7%: 753/11202), two latent classes were identified (class probability of 74% vs 26%). Persons with relapsing-remitting MS and who administered medication via injections generally preferred any treatment over no treatment. Patients who could walk without an aid were more likely to prefer no treatment. Reducing disease progression was the most important treatment characteristic class 1. Mode of administration was the most important characteristic in class 2. Patients were willing to accept an increase in risk of relapse and disease progression to get their treatment via an implant rather than injections. Predicted uptake was the highest for the implant, followed by pills, injections, and no treatment. CONCLUSION We found that a drug-delivery implant could be a potential addition to the MS treatment landscape: MS patients are willing to trade-off risk of relapse and disease progression for an implant, and predicted uptake for an implant is relatively high.
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How to integrate evidence from patient preference studies into health technology assessment: a critical review and recommendations. Int J Technol Assess Health Care 2021; 37:e75. [PMID: 36744660 DOI: 10.1017/s0266462321000490] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Health technology assessment (HTA) agencies vary in their use of quantitative patient preference data (PP) and the extent to which they have formalized this use in their guidelines. Based on the authors' knowledge of the literature, we identified six different PP "use cases" that integrate PP into HTA in five different ways: through endpoint selection, clinical benefit rating, predicting uptake, input into economic evaluation, and a means to weight all HTA criteria. Five types of insight are distinguished across the use cases: understanding what matters to patients, predicting patient choices, estimating the utility generated by treatment benefits, estimating the willingness to pay for treatment benefits, and informing distributional considerations. Summarizing the literature on these use cases, we recommend circumstances in which PP can add value to HTA and the further research and guidance that is required to support the integration of PP in HTA. Where HTA places more emphasis on clinical outcomes, novel endpoints are available; or where there are already many treatment options, PP can add value by helping decision makers to understand what matters to patients. Where uptake is uncertain, PP can be used to estimate uptake probability. Where indication-specific utility functions are required or where existing utility measures fail to capture the value of treatments, PP can be used to generate or supplement existing utility estimates. Where patients are paying out of pocket, PP can be used to estimate willingness to pay.
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Methodological Priorities for Patient Preferences Research: Stakeholder Input to the PREFER Public-Private Project. PATIENT-PATIENT CENTERED OUTCOMES RESEARCH 2021; 14:449-453. [PMID: 33721265 PMCID: PMC8357654 DOI: 10.1007/s40271-021-00502-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 02/18/2021] [Indexed: 11/05/2022]
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Visser LA, De Mul M, Redekop WK. Innovative Medical Technology and the Treatment Decision-Making Process in Multiple Sclerosis: A Focus Group Study to Examine Patient Perspectives. Patient Prefer Adherence 2021; 15:927-937. [PMID: 33994779 PMCID: PMC8114356 DOI: 10.2147/ppa.s306132] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/10/2021] [Accepted: 03/25/2021] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Disease-modifying therapies are given to people with multiple sclerosis (MS) to reduce disease progression and relapse frequency. Current modes of administration include oral, injectable and infusion therapy and the treatment decision-making process is complex. A novel mode of treatment administration, an implantable device, is currently under development, yet patient attitudes about the device are unknown. The aim of this study was 1) to understand the treatment decision-making process from the patient perspective and 2) to explore the possible acceptance of an implant to treat MS. METHODS Focus groups with people with MS were conducted in the Netherlands. Three topics were addressed: the treatment decision-making process, the current treatment landscape, and attitudes about the implantable device. All focus groups were recorded and transcribed and data were analyzed by raw data coding and creating themes. An online survey was conducted in the Netherlands to quantify interest in an implant. RESULTS Two focus group sessions were held (n=16 participants) and n=93 persons filled out the survey. The main theme that emerged was the constant uncertainty persons with MS face throughout their disease course and during treatment decisions (when to start, stop, continue or switch treatment). Patients were generally positive towards the implant but felt that efficacy and safety should be guaranteed. CONCLUSION People with MS want some form of control over their disease and treatment course. New medical technologies, such as an implant, may enhance the treatment landscape and with caution we postulate that it may be accepted by patients as a new mode of administration, though further research is needed. For medical technologies to be successful, patients should be engaged early on in the design process.
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Affiliation(s)
- L A Visser
- Health Technology Assessment, Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, the Netherlands
- Correspondence: L A Visser Health Technology Assessment, Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Bayle (J) Building, Room J8-15, Burgemeester Oudlaan 50, Rotterdam, 3062 PA, the NetherlandsTel +31 10 408 8648 Email
| | - M De Mul
- Health Services Management & Organization, Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, the Netherlands
| | - W K Redekop
- Health Technology Assessment, Erasmus School of Health Policy & Management, Erasmus University Rotterdam, Rotterdam, the Netherlands
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Smith MY, van Til J, DiSantostefano RL, Hauber AB, Marsh K. Quantitative Benefit-Risk Assessment: State of the Practice Within Industry. Ther Innov Regul Sci 2020; 55:415-425. [PMID: 33111177 PMCID: PMC7864811 DOI: 10.1007/s43441-020-00230-3] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 10/09/2020] [Indexed: 10/26/2022]
Abstract
BACKGROUND Benefit-risk assessments for medicinal products and devices have advanced significantly over the past decade. The purpose of this study was to characterize the extent to which the life sciences industry is utilizing quantitative benefit-risk assessment (qBRA) methods. METHODS Semi-structured interviews were conducted with a sample of industry professionals working in drug and/or medical device benefit-risk assessments (n = 20). Questions focused on the use, timing, and impact of qBRA; implementation challenges; and future plans. Interviews were recorded, transcribed, and coded for thematic analysis. RESULTS While most surveyed companies had applied qBRA, application was limited to a small number of assets-primarily to support internal decision-making and regulatory submissions. Positive impacts associated with use included improved team decision-making and communication. Multi-criteria decision analysis and discrete choice experiment were the most frequently utilized qBRA methods. A key challenge of qBRA use was the lack of clarity regarding its value proposition. Championing by senior company leadership and receptivity of regulators to such analyses were cited as important catalysts for successful adoption of qBRA. Investment in qBRA methods, via capability building and pilot studies, was also under way in some instances. CONCLUSION qBRA application within this sample of life sciences companies was widespread, but concentrated in a small fraction of assets. Its use was primarily for internal decision-making or regulatory submissions. While some companies had plans to build further capacity in this area, others were waiting for further regulatory guidance before doing so.
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Affiliation(s)
- Meredith Y Smith
- Alexion Pharmaceuticals, Inc., 121 Seaport Boulevard, Boston, MA, 02210, USA. .,Department of Regulatory and Quality Sciences, School of Pharmacy, University of Southern California, Los Angeles, CA, 90089, USA.
| | | | | | - A Brett Hauber
- RTI-Health Solutions, Research Triangle Park, NC, USA.,CHOICE Institute, University of Washington School of Pharmacy, Seattle, WA, USA
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