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Hassan AYI, Cucculelli M, Lamura G. Caregivers' willingness to pay for digital support services: Comparative survey. Health Policy 2023; 130:104751. [PMID: 36857837 DOI: 10.1016/j.healthpol.2023.104751] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 01/24/2023] [Accepted: 02/10/2023] [Indexed: 02/16/2023]
Abstract
BACKGROUND Considering the substantial information needs experienced by informal caregivers, the increased availability of digital support services for caregivers as well as the potential they offer, further understanding of caregivers' willingness to pay for digital support services is needed. OBJECTIVE The aim of this study is to identify associations between informal caregiver's characteristics and their willingness to pay for digital support services in two countries: Italy and Sweden. METHODS A sample of 378 respondents participated in a cross-sectional survey. Respondents were recruited by the Italian National Institute of Health and Science on Ageing and the Swedish Family Care Competence Centre. A two-part regression model was used. In the first part, logistic regression analysis was applied to investigate the association between willingness to pay and sets of independent variables (caregiver's demographics, caregiver's socioeconomic resources and caregiving context). In the second part, a generalized linear model (log-link and gamma distribution) was applied to determine the adjusted mean willingness to pay. RESULTS More than half of the participants from both countries of our study were willing to pay out of pocket for digital support services. A recommendation by a healthcare professional was the top factor that may motivate caregivers' willingness to pay an additional amount for a paid version of a digital support service. In both countries, the majority of the respondents believe that the government should allocate more funds for digital support services and for improving digital infrastructures. Caregiver' s gender, care recipient relationship to the caregiver, care duration, the total household income and the amount spent per month on professional caregiving services are all associated with willingness to pay. For every additional 10 Euro increase in the amount spent per month on professional caregiving services, the odds of willingness to pay an additional Euro for a digital support service increased by 0.60 % in the Italian sample (p= 0.002, 95% CI: 1.002, 1.009) and 0.31% in the Swedish sample (p=0.015, 95% CI: 1.006, 1.057). CONCLUSIONS Factors such as demographics, socioeconomic resources and the caregiving context may play a role in caregivers' willingness to pay for digital support services. The digital and social divide may negatively affect caregivers' willingness to pay for digital support services. Policy makers and insurance providers should consider innovative policies to fund digital support services that have been shown to be effective at supporting and improving caregivers' health outcomes via subsidies or other incentives. Future research that evaluates the cost-effectiveness of digital support services is needed in a context of a growing number of informal caregivers and ever scarcer resources.
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Affiliation(s)
- Alhassan Yosri Ibrahim Hassan
- INRCA IRCCS - National Institute of Health and Science on Ageing, Centre for Socio-Economic Research on Ageing, Ancona, Italy; Department of Economics and Social Sciences, Faculty of Economics "Giorgio Fuà", Marche Polytechnic University, Ancona, Italy.
| | - Marco Cucculelli
- Department of Economics and Social Sciences, Faculty of Economics "Giorgio Fuà", Marche Polytechnic University, Ancona, Italy
| | - Giovanni Lamura
- INRCA IRCCS - National Institute of Health and Science on Ageing, Centre for Socio-Economic Research on Ageing, Ancona, Italy
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Mansfield C, Bullok K, Fuhs JV, Tockhorn-Heidenreich A, Andrews JS, DiBenedetti D, Matthews BR, Darling JC, Sutphin J, Hauber B. The Patient Voice: Exploring Treatment Preferences in Participants with Mild Cognitive Concerns to Inform Regulatory Decision Making. THE PATIENT 2022; 15:551-564. [PMID: 35435572 PMCID: PMC9365745 DOI: 10.1007/s40271-022-00576-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Accepted: 02/17/2022] [Indexed: 11/25/2022]
Abstract
OBJECTIVE We aimed to assess the feasibility of developing a discrete-choice experiment survey to elicit preferences for a treatment to delay cognitive decline among people with a clinical syndrome consistent with early Alzheimer's disease, including the development of self-reported screening criteria to recruit the sample. METHODS Using input from qualitative interviews, we developed a discrete-choice experiment survey containing a multifaceted beneficial treatment attribute related to slowing cognitive decline for respondents with self-reported cognitive concerns. In two rounds of in-person pretest interviews, we tested and revised the survey text and discrete-choice experiment questions, including examples, language, and levels associated with the Alzheimer's Disease Assessment Scale-Cognitive Subscale, along with a set of de novo self-reported questions for identifying respondents who had neither too mild nor too advanced cognitive decline. Self-reported memory and thinking problems were compared with symptoms from studies of patients with early Alzheimer's disease (e.g., mild cognitive impairment, mild Alzheimer's disease) to determine whether those studies' recruited patients were similar to our anticipated target population. Round 1 pretest interviews resulted in significant simplifications in the survey instrument, revisions to the inclusion and exclusion criteria, and revisions to the screening process. In round 2 of the pretest interviews, the ability of participants to provide consistent responses to the self-reported screening questions was further assessed. In addition, to evaluate participants' ability to understand and independently complete the discrete-choice experiment survey, two interviewers independently evaluated each participant's ability to make trade-offs in the discrete-choice experiment questions and to understand the content of the survey. RESULTS Round 1 (15 pretest interviews) identified challenges with the survey instrument related to the complexity of the choice questions. The screening process did not screen out seven respondents with more advanced cognitive decline, as determined qualitatively by the interviewers and by these participants' inability to complete the survey. The survey instrument and screening criteria were revised, and an initial online screener was added to the screening process before round 2 pretests. In round 2 pretests, 12 participants reported cognitive problems similar to the target population for the survey but were judged able to understand and independently complete the discrete-choice experiment survey. CONCLUSIONS We developed self-reported screening criteria that identified a sample of individuals with memory and thinking concerns who were similar to individuals with clinical symptoms of early Alzheimer's disease and who were able to independently complete a simplified discrete-choice experiment survey. Quantitative patient preference studies provide important information on patients' willingness to trade off treatment benefits/risks. Adapting the technique for patients with cognitive decline requires careful testing and adjustments to survey instruments. This work suggests it is the severity of cognitive impairment, rather than its presence, that determines the ability to complete a simplified discrete-choice experiment survey.
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Affiliation(s)
- Carol Mansfield
- Department of Health Preference Assessment, RTI Health Solutions, 3040 East Cornwallis Road, Research Triangle Park, NC, 27709, USA.
| | - Kristin Bullok
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | | | | | - J Scott Andrews
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
- Takeda Pharmaceuticals, Cambridge, MA, USA
| | - Dana DiBenedetti
- Department of Patient-Centered Outcomes Assessment, RTI Health Solutions, Research Triangle Park, NC, USA
| | - Brandy R Matthews
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
| | - Joshua C Darling
- Eli Lilly and Company, Lilly Corporate Center, Indianapolis, IN, USA
- Seagen Inc, Bothell, WA, USA
| | - Jessie Sutphin
- Department of Health Preference Assessment, RTI Health Solutions, 3040 East Cornwallis Road, Research Triangle Park, NC, 27709, USA
- Duke Clinical Research Institute, Duke University, Durham, NC, USA
| | - Brett Hauber
- Department of Health Preference Assessment, RTI Health Solutions, 3040 East Cornwallis Road, Research Triangle Park, NC, 27709, USA
- Pfizer, Inc., and the Comparative Health Outcomes, Policy, and Economics (CHOICE) Institute, University of Washington School of Pharmacy, Seattle, WA, USA
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Poudel N, Banjara B, Kamau S, Frost N, Ngorsuraches S. Factors influencing patients' willingness-to-pay for disease-modifying therapies for multiple sclerosis. Mult Scler Relat Disord 2020; 48:102720. [PMID: 33429304 DOI: 10.1016/j.msard.2020.102720] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/16/2020] [Revised: 12/06/2020] [Accepted: 12/22/2020] [Indexed: 10/22/2022]
Abstract
BACKGROUND High and ever-increasing costs of Multiple Sclerosis (MS) disease-modifying therapies (DMTs) have impaired patient access to DMTs in the US. Patients' willingness-to-pay (WTPs) for DMTs were recently examined, but their influencers were not determined. Thus, the objective of this study was to examine factors influencing patients' WTPs for DMTs for multiple sclerosis (MS). METHODS Data were obtained from a previous survey of 1,200 US patients with MS on their preferences and WTPs for DMTs. Patients' characteristics (i.e., age, gender, race, marital status, education, employment status, comorbidity, health status, and health insurance) and their MS experiences (i.e., number of years with MS, MS type, number of relapses, fatigue, mood-change, MS symptom, and DMTs experience) were investigated as influencing factors. Patient's WTP for a DMT was obtained from a direct question in the survey. A two-part model was estimated using logistic regression and generalized linear regression. RESULTS Responses from 480 patients were analyzed. Their average age was 53 years old. Most of them were female (79%), white (97%), and married (71%). Approximately 61% of them had a four-year college degree or lower, 54% were either unemployed, retired, or students, 59% were enrolled in private insurance, 81% had at least one comorbid condition, and 73% considered themselves having good or better health status. Approximately 44% had at least one relapse in two years, 89% experienced fatigue, 37% experienced mood-change, and on average had MS for more than 13 years. The majority of them had relapsing-remitting MS (66%), considered themselves to have some levels of disability for MS (78%), and had used or were currently using DMTs (97%). The average WTP for a DMT was $579 per month. Patients with professional degrees, or with one or more comorbid conditions were more likely willing to pay for a DMT. Patients who were white, had a professional degree, or were in fair or better health status were willing to pay a significantly higher amount for a DMT. Patients, who were female, were employed, did not have private insurance, had a higher number of MS experience years, or who experienced mood change were willing to pay significantly less amount for a DMT. CONCLUSION Various patients' characteristics and MS experiences, including gender, race, education, employment, health insurance, comorbidity, health status, DMT experience, and mood change influenced patients' WTPs for a DMT.
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Affiliation(s)
- N Poudel
- Department of Health Outcomes Research and Policy, Harrison School of Pharmacy, 4306A Walker Building, Auburn University, Auburn, AL, 36849, USA.
| | - B Banjara
- Department of Health Outcomes Research and Policy, Harrison School of Pharmacy, 4306A Walker Building, Auburn University, Auburn, AL, 36849, USA.
| | - S Kamau
- Harrison School of Pharmacy, Walker Building, Auburn University, Auburn, AL, 36849, USA.
| | - N Frost
- Department of Neurology, School of Medicine and Public Health, University of Wisconsin-Madison, MFCB Room 7124, 1685 Highland Avenue, Madison, WI, 53792, USA.
| | - S Ngorsuraches
- Department of Health Outcomes Research and Policy, Harrison School of Pharmacy, 4306A Walker Building, Auburn University, Auburn, AL, 36849, USA.
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Jutkowitz E, Scerpella D, Pizzi LT, Marx K, Samus Q, Piersol CV, Gitlin LN. Dementia Family Caregivers' Willingness to Pay for an In-home Program to Reduce Behavioral Symptoms and Caregiver Stress. PHARMACOECONOMICS 2019; 37:563-572. [PMID: 30877638 PMCID: PMC6465140 DOI: 10.1007/s40273-019-00785-6] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
OBJECTIVES Our objective was to determine whether family caregivers of people with dementia (PwD) are willing to pay for an in-home intervention that provides strategies to manage behavioral symptoms and caregiver stress and to identify predictors of willingness-to-pay (WTP). METHODS During baseline interviews of a randomized trial and before treatment assignment, caregivers were asked how much they were willing to pay per session for an eight-session program over 3 months. We stratified the sample into those who refused to provide a WTP, those willing to pay $US0, and those willing to pay > $US0. We used a two-part model, controlling for demographic characteristics, to predict adjusted mean WTP and to examine associations between WTP, clinical features (cognition, function, behavioral symptoms), and time spent assisting PwD with daily activities. First, we used logistic regression to model the probability a caregiver was willing to pay > $US0. Second, we used a generalized linear model (log link and Gamma distribution) to estimate the amount caregivers were willing to pay conditional on WTP > $US0. RESULTS Of 250 dyads enrolled, 226 (90%) had complete data and were included in our analyses. Of 226 dyads, 26 (11%) refused to provide a WTP value, 72 (32%) were willing to pay $US0, and 128 (57%) were willing to pay > $US0. In the combined model, mean adjusted WTP was $US36.00 (95% confidence interval [CI] 26.72-45.27) per session. Clinical features were not significantly associated with WTP. One additional hour providing PwD assistance was associated with a $US1.64 (95% CI 0.23-3.04) increase in WTP per session. CONCLUSION As caregivers spend more time assisting with daily activities, they are willing to pay more for a supportive program. CLINICAL TRIAL REGISTRATION NUMBER NCT01892579.
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Affiliation(s)
- Eric Jutkowitz
- Department of Health Services, Policy and Practice, Brown University School of Public Health, Box G-S121-6, 121 S. Main Street, 6th Floor, Providence, RI, 02912, USA.
| | - Danny Scerpella
- Johns Hopkins University Center for Innovative Care in Aging, Baltimore, MD, USA
| | - Laura T Pizzi
- Center for Health Outcomes, Policy, and Economics, Rutgers University Ernest Mario School of Pharmacy, Piscataway, NJ, USA
| | - Katherine Marx
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | - Quincy Samus
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University School of Medicine, Baltimore, MD, USA
| | | | - Laura N Gitlin
- Johns Hopkins University Center for Innovative Care in Aging, Baltimore, MD, USA
- College of Nursing and Health Professions, Drexel University, Philadelphia, PA, USA
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Saunders S, Muniz-Terrera G, Watson J, Clarke CL, Luz S, Evans AR, Ritchie CW. Participant outcomes and preferences in Alzheimer's disease clinical trials: The electronic Person-Specific Outcome Measure (ePSOM) development program. ALZHEIMER'S & DEMENTIA (NEW YORK, N. Y.) 2018; 4:694-702. [PMID: 30581975 PMCID: PMC6296160 DOI: 10.1016/j.trci.2018.10.013] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
INTRODUCTION Current pharmacological interventions for Alzheimer's dementia delay symptom progression for about a year. Although the outcomes in earlier disease states may include changes in biomarkers, the clinical effectiveness of any intervention can ultimately only be assessed by a patient's self-reported well-being. A better understanding of earlier manifestations of Alzheimer's disease and the drive for relevant outcome measures, allied to technological advances in artificial intelligence, have mediated the electronic Person-Specific Outcome Measure (ePSOM) development program. METHODS There are 4 sequential stages in the ePSOM development program-(1) literature review, (2) focus group study, (3) national survey, and (4) development of an app for capturing person-specific outcomes. Here, we report the overall approach to the program incorporating our literature review on patient-reported outcome measures and patient preferences in the Alzheimer's disease population. RESULTS Alzheimer's disease trials do not use any patient-reported outcome measures. Quality of life measures are often used as proxies for this, but they do not capture individual needs. Therefore, trials currently fail to reflect the participant's aspirations for effect but rather default to clinicostatistical measure of cognition and function. There is no implementation of patient preferences despite evidence that understanding preferences may influence adherence to treatment. DISCUSSION It is important to consider preferences for an intervention and use PROMs for the measure of effectiveness given that both risk and benefit are judged by the recipient of the treatment. The ePSOM development program will deliver the methodology for incorporating meaningful outcomes in clinical trials to expand upon current biological and clinical measurements of effectiveness.
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Affiliation(s)
- Stina Saunders
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
| | | | - Julie Watson
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
- Edinburgh Centre for Research on the Experience of Dementia (ECRED), School of Health in Social Science, University of Edinburgh, Edinburgh, UK
| | | | - Saturnino Luz
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
- Usher Institute of Population Health Sciences and Informatics, Molecular, Genetic and Population Health Sciences, University of Edinburgh, Edinburgh, UK
| | | | - Craig W. Ritchie
- Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK
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Schofield PW, Finnie S, Yong YM. The Role of Olfactory Challenge Tests in Incipient Dementia and Clinical Trial Design. Curr Neurol Neurosci Rep 2014; 14:479. [DOI: 10.1007/s11910-014-0479-z] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/25/2022]
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Mariani AW, Pêgo-Fernandes PM. Willingness to pay... What??? SAO PAULO MED J 2014; 132:131-2. [PMID: 25271998 PMCID: PMC10852085 DOI: 10.1590/1516-3180.2014.0000131] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2014] [Revised: 02/19/2014] [Accepted: 03/25/2014] [Indexed: 11/22/2022] Open
Affiliation(s)
- Alessandro Wasum Mariani
- MD. Thoracic Surgeon, Instituto do Coração (InCor), Hospital das Clínicas (HC), Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil.
| | - Paulo Manuel Pêgo-Fernandes
- MD, PhD. Associate Professor, Discipline of Thoracic Surgery, Instituto do Coração (InCor), Hospital das Clínicas (HC), Faculdade de Medicina da Universidade de São Paulo (FMUSP), São Paulo, Brazil.
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