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Slejko JF, Mattingly TJ, Wilson A, Xie R, Chapman RH, Amill-Rosario A, dosReis S. Patient-Informed Value Elements in Cost-Effectiveness Analyses of Major Depressive Disorder Treatment: A Literature Review and Synthesis. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2025; 28:399-405. [PMID: 38852668 DOI: 10.1016/j.jval.2024.05.017] [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: 12/01/2023] [Revised: 04/24/2024] [Accepted: 05/20/2024] [Indexed: 06/11/2024]
Abstract
OBJECTIVES Prior work identified 6 key value elements (attributes of treatment and desired outcomes) for individuals living with major depressive disorder (MDD) in managing their condition: mode of treatment, time to treatment helpfulness, MDD relief, quality of work, interaction with others, and affordability. The objective of our study was to identify whether previous cost-effectiveness analyses (CEAs) for MDD treatment addressed any of these value elements. A secondary objective was to identify whether any study engaged patients, family members, and caregivers in the model development process. METHODS We conducted a systematic literature review to identify published model-based CEAs. We compared the elements of the published studies with the MDD patient value elements elicited in prior work to identify gaps and areas for future research. RESULTS Of 86 published CEAs, we found that 7 included patient out-of-pocket costs, and 32 included measures of productivity, which were both priorities for individuals with MDD. We found that only 2 studies elicited measures from patients for their model, and 2 studies engaged patients in the modeling process. CONCLUSIONS Published CEA models for MDD treatment do not regularly include value elements that are a priority for this patient population nor do they include patients in their modeling process. Flexible models that can accommodate elements consistent with patient experience are needed, and a multistakeholder engagement approach would help accomplish this.
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Affiliation(s)
- Julia F Slejko
- Patient-Driven Values in Healthcare Evaluation (PAVE) Center, Department of Practice, Sciences and Health Outcomes Research, University of Maryland School of Pharmacy, Baltimore, MD, USA.
| | - T Joseph Mattingly
- Department of Pharmacotherapy, University of Utah College of Pharmacy, Salt Lake City, UT, USA
| | - Alexandra Wilson
- Patient-Driven Values in Healthcare Evaluation (PAVE) Center, Department of Practice, Sciences and Health Outcomes Research, University of Maryland School of Pharmacy, Baltimore, MD, USA
| | - Richard Xie
- Innovation and Value Initiative, Alexandria, VA, USA
| | | | - Alejandro Amill-Rosario
- Patient-Driven Values in Healthcare Evaluation (PAVE) Center, Department of Practice, Sciences and Health Outcomes Research, University of Maryland School of Pharmacy, Baltimore, MD, USA
| | - Susan dosReis
- Patient-Driven Values in Healthcare Evaluation (PAVE) Center, Department of Practice, Sciences and Health Outcomes Research, University of Maryland School of Pharmacy, Baltimore, MD, USA
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Das N, Majumdar IK, Agius PA, Lee P, Robinson S, Gao L. Absenteeism and presenteeism among caregivers of chronic diseases: A systematic review and meta-analysis. Soc Sci Med 2024; 363:117375. [PMID: 39561430 DOI: 10.1016/j.socscimed.2024.117375] [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: 07/28/2024] [Revised: 09/18/2024] [Accepted: 09/26/2024] [Indexed: 11/21/2024]
Abstract
INTRODUCTION Productivity-adjusted life-year (PALY) is a relatively new measure for quantifying the impact of disease on productivity. This study aims to systematically review the productivity factors such as absenteeism and presenteeism among informal caregivers of patients with a wide range of chronic health conditions to inform the PALY quantifications. METHOD A literature search across MEDLINE, Embase, EconLIT, PsychInfo, and CINAHL identified 3578 studies from which a final 23 studies were included in the analysis. To explore the pooled estimate of caregiver absenteeism/presenteeism across diseases and possible drivers, a meta-analysis and meta-regression were conducted using studies where relevant data was available. RESULT The pooled proportion for absenteeism, presenteeism, and work productivity loss (WPL) was 14% (95% Confidence Interval [CI]:9-19%; I2 = 96.3%), 32% (95% CI:22-42%; I2 = 98.0%) and 44% (95% CI:35-53%; I2 = 95.4%) respectively with a high a level of heterogeneity. Factors such as the disease type, and disease severity can influence the caregivers' work productivity. CONCLUSION The data derived in this study will enable the derivation of productivity indices to estimate PALY among caregivers. Future studies can explore the work productivity impact among caregivers of patients with other chronic conditions where they have a significant role but are unexplored, and severity-wise studies in conditions such as stroke and dementia to understand the caregivers' societal productivity impact.
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Affiliation(s)
- Neha Das
- Deakin Health Economics, School for Health and Social Development, Institute of Health Transformation, Deakin University Melbourne Burwood Campus, 221 Burwood Hwy, Burwood, VIC, 3125, Australia.
| | - Ishani K Majumdar
- Deakin Health Economics, School for Health and Social Development, Institute of Health Transformation, Deakin University Melbourne Burwood Campus, 221 Burwood Hwy, Burwood, VIC, 3125, Australia
| | - Paul A Agius
- Faculty of Health, Deakin University, Deakin University Melbourne Burwood Campus, 221 Burwood Hwy, Burwood, VIC, 3125, Australia; Burnet Institute, 85 Commercial Rd, Melbourne, VIC, 3004, Australia; Department of Epidemiology and Preventative Medicine, Monash University, 553 St Kilda Rd, Melbourne, VIC, 3004, Australia
| | - Peter Lee
- Deakin Health Economics, School for Health and Social Development, Institute of Health Transformation, Deakin University Melbourne Burwood Campus, 221 Burwood Hwy, Burwood, VIC, 3125, Australia
| | - Suzanne Robinson
- Deakin Health Economics, School for Health and Social Development, Institute of Health Transformation, Deakin University Melbourne Burwood Campus, 221 Burwood Hwy, Burwood, VIC, 3125, Australia
| | - Lan Gao
- Deakin Health Economics, School for Health and Social Development, Institute of Health Transformation, Deakin University Melbourne Burwood Campus, 221 Burwood Hwy, Burwood, VIC, 3125, Australia
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Greenberg P, O'Callaghan L, Fournier AA, Gagnon-Sanschagrin P, Maitland J, Chitnis A. Impact of living with an adult with depressive symptoms among households in the United States. J Affect Disord 2024; 349:107-115. [PMID: 38154583 DOI: 10.1016/j.jad.2023.12.040] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 12/15/2023] [Accepted: 12/20/2023] [Indexed: 12/30/2023]
Abstract
BACKGROUND The effect of depressive symptoms on individuals has been widely studied but their impact on households remains less explored. This study assessed the humanistic and economic impact of living with an adult with depressive symptoms on adults without depressive symptoms among households in the United States (US). METHODS The Medical Expenditure Panel Survey (MEPS) Household Component database was used to identify adults without depressive symptoms living in households with ≥1 adult with depressive symptoms (depression household) and adults without depressive symptoms living in households without an adult with depressive symptoms (no-depression household). Weighted generalized linear models with clustered standard errors were used to compare total income (USD 2020), employment status, workdays missed, quality of life (QoL), and healthcare resource utilization (HRU) between cohorts. RESULTS Adults without depressive symptoms living in a depression household (n = 1699) earned $4720 less in total annual income (representing 11.3% lower than the average income of $41,634 in MEPS), were less likely to be employed, missed more workdays per year, and had lower QoL than adults without depressive symptoms living in a no-depression household (n = 15,286). Differences in total annual healthcare costs and for most types of HRU, except for increased outpatient mental health-related visits, were not significant. LIMITATIONS Data is subject to reporting bias, misclassification, and other inaccuracies. Causal inferences could not be established. CONCLUSION The economic and humanistic consequences of depressive symptoms may extend beyond the affected adults and impact other adult members of the household.
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Affiliation(s)
- Paul Greenberg
- Analysis Group, Inc., 111 Huntington Ave., Boston, MA 02199, USA
| | | | | | | | - Jessica Maitland
- Analysis Group, Inc., 1190 Ave. des Canadiens-de-Montréal, Montréal, QC H3B 0G7, Canada.
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Baig-Ward KM, Jha MK, Trivedi MH. The Individual and Societal Burden of Treatment-Resistant Depression: An Overview. Psychiatr Clin North Am 2023; 46:211-226. [PMID: 37149341 PMCID: PMC11008705 DOI: 10.1016/j.psc.2023.02.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/08/2023]
Abstract
Major depressive disorder is characterized by depressed mood and/or anhedonia with neurovegetative symptoms and neurocognitive changes affecting an individual's functioning in multiple aspects of life. Treatment outcomes with commonly used antidepressants remain suboptimal. Treatment-resistant depression (TRD) should be considered after inadequate improvement with two or more antidepressant treatments of adequate dose and duration. TRD has been associated with increased disease burden including higher associated costs (both socially and financially) affecting both the individual and society. Additional research is needed to better understand the long-term burden of TRD to both the individual and society.
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Affiliation(s)
- Kimberlyn Maravet Baig-Ward
- Department of Psychiatry, Center for Depression Research and Clinical Care, UT Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75235, USA
| | - Manish Kumar Jha
- Department of Psychiatry, Center for Depression Research and Clinical Care, UT Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75235, USA; O'Donnell Brain Institute, UT Southwestern Medical Center, 6363 Forest Park Road, Dallas, TX 75235, USA
| | - Madhukar H Trivedi
- Department of Psychiatry, Center for Depression Research and Clinical Care, UT Southwestern Medical Center, 5323 Harry Hines Boulevard, Dallas, TX 75235, USA; O'Donnell Brain Institute, UT Southwestern Medical Center, 6363 Forest Park Road, Dallas, TX 75235, USA.
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The impact of treatment-resistant depression on the lives of carers: A mixed-methods study. J Affect Disord 2023; 325:194-205. [PMID: 36586611 DOI: 10.1016/j.jad.2022.12.135] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2022] [Revised: 09/23/2022] [Accepted: 12/23/2022] [Indexed: 12/31/2022]
Abstract
INTRODUCTION The lived experiences of informal carers of people with depression, particularly those with treatment-resistant depression (TRD), are rarely explored, despite their vital supportive role. METHODS This mixed-methods study explored the quality of life (QoL) and experiences of carers of individuals with symptomatic TRD (Carers-Sym-TRD; n = 79) or in remission post-TRD (Carers-Rem-TRD; n = 20). Participating carers completed quantitative surveys measuring health-related and broader QoL (EQ-5D-5L/WHOQOL-BREF) and work productivity/activity impairment (WPAI:MM-CG). Interviews were also conducted with 12 Carers-Sym-TRD and 11 Carers-Rem-TRD and analysed thematically. RESULTS Carers-Sym-TRD had impaired QoL compared with Carers-Rem-TRD, with significantly lower EQ-5D-5L index values (median = 0.84/1.00, respectively; p = 0.020) and WHOQOL-BREF overall score (median = 63.0/70.1; p < 0.001), physical health (median = 15.3/17.3; p < 0.001), psychological health (median = 13.3/14.7; p = 0.017), social relationships (median = 13.3/14.7; p = 0.017) and environment (median = 14.5/16.5; p = 0.011) domain scores. Work productivity/activity impairment was greatest in Carers-Sym-TRD across most WPAI:MM-CG domains, with a higher degree of impairment reported on the presenteeism and work productivity domains, however, there were no significant differences between the carer groups. Interview data suggested that impacts on carers' psychological/emotional wellbeing led to physical problems, which affected cognition and daily performance; Also, successful treatment for the person with depression helped carers worry less and reclaim their independence. LIMITATIONS Recruitment challenges limited the Carers-Rem-TRD sample; clinical validation of the patient's depression diagnosis was not confirmed for all carers. CONCLUSIONS TRD has an extensive adverse impact on carers' lives. Carers-Sym-TRD had significantly impaired QoL across a variety of domains compared with Carers-Rem-TRD, suggesting that achieving remission not only benefits patients but also those who care for them.
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Jaffe DH, Balkaran BL, Yue L, Mulhern-Haughey S, Anjo J. The burden of caring for adults with depression and suicidal ideation in five large European countries: analysis from the 2020 National Health and Wellness Survey. BMC Psychiatry 2021; 21:550. [PMID: 34753436 PMCID: PMC8576941 DOI: 10.1186/s12888-021-03511-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/01/2021] [Accepted: 09/21/2021] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Suicidal ideation (SI) affects approximately 30-40% of those with major depressive disorder (MDD). To date, studies have examined the substantial humanistic and economic burden to caregivers of persons with MDD, however little is known of the impact of caring for persons with MDD when SI is present. This study examined the additional burden imposed on caregivers for persons with unipolar depression and SI in five major European countries. METHODS A retrospective, cross-sectional analysis was conducted in five European countries using 2020 Europe National Health Wellness Survey (France, Germany, Italy, Spain and the United Kingdom) to compare differences in health and economic outcomes between caregivers of adults with unipolar depression and SI (CAUD-SI) and caregivers of adults with unipolar depression without SI (CAUD-nSI). The outcomes assessed included health-related quality of life (HRQoL; Medical Outcomes Study Short Form [SF-12v2]), health status (Short-Form 6 Dimension [SF-6D], EuroQol 5-Dimension 5-Level [EQ-5D-5L]), Work productivity and activity impairment (WPAI) and healthcare resource utilization (HRU). Linear mixed models and generalized linear mixed models adjusted for covariates were used to compare the two groups on outcomes of interest. RESULTS Of 62,319 respondents, 0.89% (n = 554) were CAUD-SI and 1.34% (n = 837) were CAUD-nSI. In adjusted models, CAUD-SI reported greater humanistic burden than CAUD-nSI, with lower HRQoL (PCS: 42.7 vs. 45.0, p < 0.001 and MCS: 37.5 vs. 38.9, p = 0.007) and health status (SF-6D: 0.57 vs 0.60, p < 0.001 and EQ-5D-5L: 0.58 vs 0.66, p < 001). CAUD-SI respondents reported significantly higher economic burden than CAUD-nSI respondents for WPAI (percent activity impairment: 64.9% vs. 52.5%, p = 0.026) and HRU (provider visits: 10.0 vs. 7.9, p < 0.001, emergency room visits: 1.49 vs. 0.73, p < 0.001 and hospitalizations: 1.03 vs. 0.52, p < 0.001). CONCLUSION In five European countries, caregivers of adults with depression and SI experience additional humanistic and economic burden than caregivers of adults with depression and no SI. Distinguishing caregiver groupings and their unique burden provide important insights for providing targeted support and interventions for both the patient and caregiver.
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Affiliation(s)
| | | | - L. Yue
- Cerner Enviza, New York, NY USA
| | | | - J. Anjo
- Janssen-Cilag Farmaceutica, Porto Salvo, Portugal
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Xie RZ, Malik ED, Linthicum MT, Bright JL. Putting Stakeholder Engagement at the Center of Health Economic Modeling for Health Technology Assessment in the United States. PHARMACOECONOMICS 2021; 39:631-638. [PMID: 33982198 PMCID: PMC8166701 DOI: 10.1007/s40273-021-01036-3] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 04/23/2021] [Indexed: 05/09/2023]
Abstract
While evidence generated from health economic (HE) models is being used more commonly in health technology assessment (HTA) in the US, it is not consistently adopted by different stakeholder groups or across therapeutic areas. We hypothesize that actively engaging with multiple stakeholder groups throughout the model development process may result in models more widely considered by decision makers. To test this hypothesis, the Innovation and Value Initiative has launched a modeling effort to build an open-source HE model focusing on the disease state 'major depressive disorder'. A 20-member advisory group has been formed with representatives from patients, employers, clinicians, innovators, payers, and researchers to guide the model development process. While this effort is still in the early stages, the ongoing stakeholder engagement effort has yielded valuable insights that inform the model design. We have also identified several challenges to implementing this new approach. Our early findings suggest that the stakeholder engagement approach to HE model development has the potential to improve HTA in the US.
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Affiliation(s)
- Richard Z Xie
- Innovation and Value Initiative, Alexandria, Virginia, USA.
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