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Kaambwa B, Woods TJ, Natsky A, Bulamu N, Mpundu-Kaambwa C, Loffler KA, Sweetman A, Catcheside PG, Reynolds AC, Adams R, Eckert DJ. Content Comparison of Quality-of-Life Instruments Used in Economic Evaluations of Sleep Disorder Interventions: A Systematic Review. PHARMACOECONOMICS 2024; 42:507-526. [PMID: 38340220 PMCID: PMC11039546 DOI: 10.1007/s40273-023-01349-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 12/19/2023] [Indexed: 02/12/2024]
Abstract
BACKGROUND Assessment of quality of life (QoL) in people living with sleep disorders using questionnaires is necessary to compare intervention benefits. Knowledge of the content and concepts covered by specific QoL instruments is essential to determine which instruments are best suited for conducting economic evaluations of sleep-related interventions. OBJECTIVES This review aims to identify the QoL instruments that have been applied in economic evaluations of sleep disorder interventions and compare their conceptual overlap and content coverage using the framework of the International Classification of Functioning, Disability and Health (ICF). METHODS A systematic review of full economic evaluations in sleep published in peer-reviewed journals from conception to 30 May, 2023 was conducted. MEDLINE, PsychInfo, ProQuest, Cochrane, Scopus, CINAHL, Web of Science and Emcare were searched for eligible studies. Studies incorporating either generic or sleep-specific QoL instruments as the primary or secondary measures of effectiveness within a full economic evaluation were included. Quality appraisal against the JBI Critical Appraisal Checklist for Economic Evaluations and EURONHEED checklists and mapping of QoL items to ICF categories were performed by two reviewers, with a third helping settle any potential differences. RESULTS Sixteen instruments were identified as having been used in sleep health economic evaluations. The EQ-5D-3L, Epworth Sleepiness Scale, and Insomnia Severity Index were the most widely used, but the latter two are predominantly diagnostic tools and not specifically designed to guide economic evaluations. Other instruments with broader ICF content coverage have been least used, and these include the Sleep Apnea Quality of Life Index, Functional Outcomes of Sleep Questionnaire, 15 Dimensions, Short-Form 6 Dimensions, 12-item Short Form Survey, 36-item Short Form Survey and the GRID Hamilton Rating Scale for Depression. CONCLUSIONS This study provides an overview of current QoL instruments used in economic evaluations of sleep with respect to their content coverage. A combination of generic and sleep-specific instruments with broader ICF content coverage is recommended for such evaluations.
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Affiliation(s)
- Billingsley Kaambwa
- Health Economics Unit, College of Medicine and Public Health, Flinders University, Health Sciences Building, Sturt Road, Bedford Park, SA, 5042, Australia.
| | - Taylor-Jade Woods
- Health Economics Unit, College of Medicine and Public Health, Flinders University, Health Sciences Building, Sturt Road, Bedford Park, SA, 5042, Australia
| | - Andrea Natsky
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Norma Bulamu
- Flinders Health and Medical Research Institute, College of Medicine and Public Health, Flinders University, Adelaide, SA, Australia
| | - Christine Mpundu-Kaambwa
- Health and Social Care Economics Group, Caring Futures Institute, Flinders University, Adelaide, SA, Australia
| | - Kelly A Loffler
- Health Data and Clinical Trials, Flinders Health and Medical Research Institute, Flinders University, Adelaide, SA, Australia
| | - Alexander Sweetman
- Flinders Health and Medical Research Institute (Sleep Health)/formerly Adelaide Institute for Sleep Health, Flinders University, Adelaide, SA, Australia
| | - Peter G Catcheside
- Flinders Health and Medical Research Institute (Sleep Health)/formerly Adelaide Institute for Sleep Health, Flinders University, Adelaide, SA, Australia
| | - Amy C Reynolds
- Flinders Health and Medical Research Institute (Sleep Health)/formerly Adelaide Institute for Sleep Health, Flinders University, Adelaide, SA, Australia
| | - Robert Adams
- Flinders Health and Medical Research Institute (Sleep Health)/formerly Adelaide Institute for Sleep Health, Flinders University, Adelaide, SA, Australia
| | - Danny J Eckert
- Flinders Health and Medical Research Institute (Sleep Health)/formerly Adelaide Institute for Sleep Health, Flinders University, Adelaide, SA, Australia
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Lee JE, Jung IC, Lee SY, Lim JH, Kim BK, Cho E. The Cost-Effectiveness Analysis of Gamiguibi-Tang versus Hwangryunhaedok-Tang for Patients with Insomnia Disorder Based on a Randomized Controlled Trial. Healthcare (Basel) 2022; 10:healthcare10112157. [PMID: 36360498 PMCID: PMC9690131 DOI: 10.3390/healthcare10112157] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Revised: 10/13/2022] [Accepted: 10/26/2022] [Indexed: 11/16/2022] Open
Abstract
(1) Insomnia is associated with poor quality of life and loss of productivity, and is a significant economic burden on society. Gamiguibi-tang (GGBT) is the most frequently prescribed herbal medicine for insomnia treatment. Hwangryunhaedok-tang (HHT) is used as an insured herbal medicine for insomnia in the Korean National Health Insurance (NHI) system. This study aims to evaluate the cost-effectiveness of GGBT versus HHT in patients with insomnia disorders based on clinical trial data; (2) Methods: The EuroQol five-dimension scale (EQ-5D) was used to estimate quality-adjusted life-years (QALY). Direct and non-direct medical costs and lost productivity costs were estimated. The cost-effectiveness of GGBT was compared with HHT treatments over six weeks from a societal perspective; (3) Results: A total of 81 patients who underwent GGBT (n = 56) and HHT (n = 25) treatment completed the clinical trial. The EQ-5D score improved significantly more in the GGBT than in the HHT group (0.02 vs. −0.03, p < 0.05). The QALYs for six weeks were slightly greater in GGBT (0.0997) than in the HHT group (0.0987); however, the total costs incurred were approximately 9% less in GGBT ($934) than in the HHT group ($1029). GGBT was found to be a more economically dominant treatment option compared to HHT for treating insomnia; (4) Conclusions: Among herbal medicines, GGBT may be a cost-effective option for treating insomnia from a societal perspective in Korea.
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Affiliation(s)
- Ji-Eun Lee
- College of Pharmacy, Sookmyung Women's University, Seoul 04310, Korea
| | - In-Chul Jung
- Department of Oriental Neuropsychiatry, College of Korean Medicine, Daejeon University, Daejeon 34520, Korea
| | - So-Young Lee
- College of Pharmacy, Sookmyung Women's University, Seoul 04310, Korea
| | - Jung-Hwa Lim
- Department of Neuropsychiatry, School of Korean Medicine, Pusan National University Korean Medicine Hospital, Pusan National University, Yangsan 50612, Korea
| | - Bo-Kyung Kim
- Department of Neuropsychiatry, School of Korean Medicine, Pusan National University Korean Medicine Hospital, Pusan National University, Yangsan 50612, Korea
| | - Eun Cho
- College of Pharmacy, Sookmyung Women's University, Seoul 04310, Korea
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Cheng P, Casement MD, Kalmbach DA, Castelan AC, Drake CL. Digital cognitive behavioral therapy for insomnia promotes later health resilience during the coronavirus disease 19 (COVID-19) pandemic. Sleep 2021; 44:zsaa258. [PMID: 33249492 PMCID: PMC7798633 DOI: 10.1093/sleep/zsaa258] [Citation(s) in RCA: 62] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Revised: 11/03/2020] [Indexed: 12/15/2022] Open
Abstract
STUDY OBJECTIVES Stressful life events contribute to insomnia, psychosocial functioning, and illness. Though individuals with a history of insomnia may be especially vulnerable during stressful life events, risk may be mitigated by prior intervention. This study evaluated the effect of prior digital cognitive-behavioral therapy for insomnia (dCBT-I) versus sleep education on health resilience during the COVID-19 pandemic. METHODS COVID impact, insomnia, general- and COVID-related stress, depression, and global health were assessed in April 2020 in adults with a history of insomnia who completed a randomized controlled trial of dCBT-I (n = 102) versus sleep education control (n = 106) in 2016-2017. Regression analyses were used to evaluate the effect of intervention conditions on subsequent stress and health during the pandemic. RESULTS Insomnia symptoms were significantly associated with COVID-19 related disruptions, and those who previously received dCBT-I reported less insomnia symptoms, less general stress and COVID-related cognitive intrusions, less depression, and better global health than those who received sleep education. Moreover, the odds for resurgent insomnia was 51% lower in the dCBT-I versus control condition. Similarly, odds of moderate to severe depression during COVID-19 was 57% lower in the dCBT-I condition. CONCLUSIONS Those who received dCBT-I had increased health resilience during the COVID-19 pandemic in adults with a history of insomnia and ongoing mild to moderate mental health symptoms. These data provide evidence that dCBT-I is a powerful tool to promote mental and physical health during stressors, including the COVID-19 pandemic. CLINICAL TRIAL REGISTRATION NCT02988375.
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Affiliation(s)
- Philip Cheng
- Sleep Disorders and Research Center, Henry Ford Health System, Detroit, MI
| | | | - David A Kalmbach
- Sleep Disorders and Research Center, Henry Ford Health System, Detroit, MI
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Abstract
BACKGROUND Insomnia is a major public health issue affecting between 6% to 10% of the adult population in Western countries. Eszopiclone is a hypnotic drug belonging to a newer group of hypnotic agents, known as new generation hypnotics, which was marketed as being just as effective as benzodiazepines for this condition, while being safer and having a lower risk for abuse and dependence. It is the aim of the review to integrate evidence from randomised controlled trials and to draw conclusions on eszopiclone's efficacy and safety profile, while taking methodological features and bias risks into consideration. OBJECTIVES To assess the efficacy and safety of eszopiclone for the treatment of insomnia compared to placebo or active control. SEARCH METHODS We searched the Cochrane Central Register of Controlled trials (CENTRAL), MEDLINE, Embase, PsycINFO, PSYNDEX and registry databases (WHO trials portal, ClinicalTrials.gov) with results incorporated from searches to 10 February 2016. To identify trials not registered in electronic databases, we contacted key informants and searched reference lists of identified studies. We ran an update search (21 February 2018) and have placed studies of interest in awaiting classification/ongoing studies. These will be incorporated into the next version of the review, as appropriate. SELECTION CRITERIA Parallel group randomised controlled trials (RCTs) comparing eszopiclone with either placebo or active control were included in the review. Participants were adults with insomnia, as diagnosed with a standardised diagnostic system, including primary insomnia and comorbid insomnia. DATA COLLECTION AND ANALYSIS Two authors independently extracted outcome data; one reviewer assessed trial quality and the second author cross-checked it. MAIN RESULTS A total of 14 RCTs, with 4732 participants, were included in this review covering short-term (≤ 4 weeks; 6 studies), medium-term (> 4 weeks ≤ 6 months; 6 studies) and long-term treatment (> 6 months; 2 studies) with eszopiclone. Most RCTs included in the review included participants aged between 18 and 64 years, three RCTs only included elderly participants (64 to 85 years) and one RCT included participants with a broader age range (35 to 85 years). Seven studies considered primary insomnia; the remaining studies considered secondary insomnia comorbid with depression (2), generalised anxiety (1), back pain (1), Parkinson's disease (1), rheumatoid arthritis (1) and menopausal transition (1).Meta-analytic integrations of participant-reported data on sleep efficacy outcomes demonstrated better results for eszopiclone compared to placebo: a 12-minute decrease of sleep onset latency (mean difference (MD) -11.94 min, 95% confidence interval (CI) -16.03 to -7.86; 9 studies, 2890 participants, moderate quality evidence), a 17-minute decrease of wake time after sleep onset (MD -17.02 min, 95% CI -24.89 to -9.15; 8 studies, 2295 participants, moderate quality evidence) and a 28-minute increase of total sleep time (MD 27.70 min, 95% CI 20.30 to 35.09; 10 studies, 2965 participants, moderate quality evidence). There were no significant changes from baseline to the first three nights after drug discontinuation for sleep onset latency (MD 17.00 min, 95% CI -4.29 to 38.29; 1 study, 291 participants, low quality evidence) and wake time after sleep onset (MD -6.71 min, 95% CI -21.25 to 7.83; 1 study, 291 participants, low quality evidence). Adverse events during treatment that were documented more frequently under eszopiclone compared to placebo included unpleasant taste (risk difference (RD) 0.18, 95% CI 0.14 to 0.21; 9 studies, 3787 participants), dry mouth (RD 0.04, 95% CI 0.02 to 0.06; 6 studies, 2802 participants), somnolence (RD 0.04, 95% CI 0.02 to 0.06; 8 studies, 3532 participants) and dizziness (RD 0.03, 95% CI 0.01 to 0.05; 7 studies, 2933 participants). According to the GRADE criteria, evidence was rated as being of moderate quality for sleep efficacy outcomes and adverse events and of low quality for rebound effects and next-day functioning. AUTHORS' CONCLUSIONS Eszopiclone appears to be an efficient drug with moderate effects on sleep onset and maintenance. There was no or little evidence of harm if taken as recommended. However, as certain patient subgroups were underrepresented in RCTs included in the review, findings might not have displayed the entire spectrum of possible adverse events. Further, increased caution is required in elderly individuals with cognitive and motor impairments and individuals who are at increased risk of using eszopiclone in a non-recommended way.
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Affiliation(s)
- Susanne Rösner
- Forel KlinikIslikonerstrasse 5Ellikon an der ThurSwitzerland8548
| | | | | | | | - Michael Soyka
- University of MunichPsychiatric HospitalNußbaumstr. 7MunichGermany80336
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Trends of cost-effectiveness studies in sleep medicine. Sleep Med 2018; 53:176-180. [PMID: 30282589 DOI: 10.1016/j.sleep.2018.06.001] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/16/2018] [Revised: 06/07/2018] [Accepted: 06/07/2018] [Indexed: 12/12/2022]
Abstract
Economic analyses, and cost-effectiveness studies in particular, are increasingly used in medicine and population health to inform policy making and resource allocation. Health economic models have successfully captured sleep medicine outcomes. This study provides an overview of the growth of the use of cost-effectiveness analyses to quantify the outcomes of sleep related interventions. It also identifies highly prevalent sleep disorders, which despite having a high burden of disease, lack basic utility studies.
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Kigozi J, Jowett S, Lewis M, Barton P, Coast J. The Estimation and Inclusion of Presenteeism Costs in Applied Economic Evaluation: A Systematic Review. VALUE IN HEALTH : THE JOURNAL OF THE INTERNATIONAL SOCIETY FOR PHARMACOECONOMICS AND OUTCOMES RESEARCH 2017; 20:496-506. [PMID: 28292496 DOI: 10.1016/j.jval.2016.12.006] [Citation(s) in RCA: 85] [Impact Index Per Article: 10.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2015] [Revised: 07/30/2016] [Accepted: 12/11/2016] [Indexed: 06/06/2023]
Abstract
OBJECTIVE Given the significant costs of reduced productivity (presenteeism) in comparison to absenteeism, and overall societal costs, presenteeism has a potentially important role to play in economic evaluations. However, these costs are often excluded. The objective of this study is to review applied cost of illness studies and economic evaluations to identify valuation methods used for, and impact of including presenteeism costs in practice. METHODS A structured systematic review was carried out to explore (i) the extent to which presenteeism has been applied in cost of illness studies and economic evaluations and (ii) the overall impact of including presenteeism on overall costs and outcomes. Potential articles were identified by searching Medline, PsycINFO and NHS EED databases. A standard template was developed and used to extract information from economic evaluations and cost of illness studies incorporating presenteeism costs. RESULTS A total of 28 studies were included in the systematic review which also demonstrated that presenteeism costs are rarely included in full economic evaluations. Estimation and monetisation methods differed between the instruments. The impact of disease on presenteeism whilst in paid work is high. CONCLUSIONS The potential impact of presenteeism costs needs to be highlighted and greater consideration should be given to including these in economic evaluations and cost of illness studies. The importance of including presenteeism costs when conducting economic evaluation from a societal perspective should be emphasised in national economic guidelines and more methodological work is required to improve the practical application of presenteeism instruments to generate productivity cost estimates.
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Affiliation(s)
- Jesse Kigozi
- Health Economics Unit, Institute of Applied Health Research, University of Birmingham, Birmingham, UK.
| | - Sue Jowett
- Health Economics Unit, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Martyn Lewis
- Arthritis Research UK Primary Care Centre, Primary Care Sciences, Keele University, Staffordshire, UK
| | - Pelham Barton
- Health Economics Unit, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Joanna Coast
- School of Social and Community Medicine, University of Bristol, Bristol, UK
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Patel KR, Phillips DJ, Leibowitz JM, Scognamiglio T, Banuchi VE, Kuhel WI, Kutler DI, Cohen MA. Value within otolaryngology: Assessment of the cost-utility analysis literature. World J Otorhinolaryngol Head Neck Surg 2016; 2:28-37. [PMID: 29204546 PMCID: PMC5698524 DOI: 10.1016/j.wjorl.2016.01.001] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2015] [Revised: 12/23/2015] [Accepted: 01/04/2016] [Indexed: 12/28/2022] Open
Abstract
Objective To assess the characteristics and quality of cost utility analyses (CUA) related to otolaryngology within the CEA registry and to summarize their collective results. Methods All cost-utility analyses published between 1976 and 2011 contained in the Cost-Effectiveness Analysis Registry (CEA Registry) were evaluated. Topics that fall within the care of an otolaryngologist were included in the review regardless of the presence of an otolaryngologist author. Potential associations between various study characteristics and CEA registry quality scores were evaluated using the Pearson product moment correlation coefficient. Results Sixty-one of 2913 (2.1%) total CUA publications screened were related to otolaryngology. Eighteen of 61 (29.5%) publications included an otolaryngologist as an author. Fourteen studies agreed on the cost effectiveness of at least unilateral cochlear implantation and six of seven (85.7%) studies demonstrated the cost effectiveness of continuous positive airway pressure (CPAP) for obstructive sleep apnea (OSA). Forty-six percent (28 of 61) of all manuscripts were published between 2008 and 2011. A more recent publication year was associated with a higher CEA registry quality score while the presence of an otolaryngologist author and journal impact factor had no significant correlation with the quality of the CUA. Conclusion Based on current evidence in the CEA registry, unilateral cochlear implantation for hearing loss and CPAP for OSA are both cost-effective therapeutic interventions. Although CUAs in otolaryngology have increased in quantity and improved in quality in more recent years, there is a relative lack of CUAs in otolaryngology in comparison to other subspecialties.
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Affiliation(s)
- Krupa R Patel
- Weill Cornell Medical College, New York, NY 10065, USA
| | - David J Phillips
- Department of Otolaryngology-Head and Neck Surgery, New York Presbyterian Hospital/Weill Cornell Medical Center, New York, NY 10065, USA
| | - Jason M Leibowitz
- Department of Otolaryngology-Head and Neck Surgery, University of Miami, Miami, FL 33136, USA
| | - Theresa Scognamiglio
- Department of Pathology & Laboratory Medicine, New York Presbyterian Hospital/Weill Cornell Medical Center, New York, NY 10065, USA
| | - Victoria E Banuchi
- Department of Otolaryngology-Head and Neck Surgery, New York Presbyterian Hospital/Weill Cornell Medical Center, New York, NY 10065, USA
| | - William I Kuhel
- Department of Otolaryngology-Head and Neck Surgery, New York Presbyterian Hospital/Weill Cornell Medical Center, New York, NY 10065, USA
| | - David I Kutler
- Department of Otolaryngology-Head and Neck Surgery, New York Presbyterian Hospital/Weill Cornell Medical Center, New York, NY 10065, USA
| | - Marc A Cohen
- Department of Otolaryngology-Head and Neck Surgery, New York Presbyterian Hospital/Weill Cornell Medical Center, New York, NY 10065, USA
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Wickwire EM, Shaya FT, Scharf SM. Health economics of insomnia treatments: The return on investment for a good night's sleep. Sleep Med Rev 2015; 30:72-82. [PMID: 26874067 DOI: 10.1016/j.smrv.2015.11.004] [Citation(s) in RCA: 159] [Impact Index Per Article: 15.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/05/2015] [Revised: 11/20/2015] [Accepted: 11/23/2015] [Indexed: 11/20/2022]
Abstract
Chronic insomnia is the most common sleep disorder among adults and is associated with a wide range of negative outcomes. This article reviews the economic consequences of the disorder and the cost effectiveness of insomnia treatments. First, the total costs of insomnia are reviewed; in aggregate these costs exceed $100 billion USD per year, with the majority being spent on indirect costs such as poorer workplace performance, increased health care utilization, and increased accident risk. Next, the deleterious impact of insomnia on quality of life and the impact of treatment on quality of life are briefly considered. Finally, ten published studies evaluating the cost effectiveness of both pharmacological and behavioral treatments for insomnia are reviewed in detail. A significant majority of studies reviewed found that the cost of treating primary and comorbid insomnia is less than the cost of not treating it. Treatments were generally found to be cost-effective using commonly employed standards, with treatment costs being recouped within 6-12 mo.
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Affiliation(s)
- Emerson M Wickwire
- Department of Psychiatry, University of Maryland School of Medicine, 100 N Greene St, 2nd Floor Baltimore, MD 21201, USA; Sleep Disorders Center, Division of Pulmonary and Critical Care, University of Maryland School of Medicine, 100 N Greene St, 2nd Floor Baltimore, MD 21201, USA
| | | | - Steven M Scharf
- Department of Medicine, Division of Pulmonary and Critical Care, University of Maryland School of Pharmacy, USA
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Kushida CA, Nichols DA, Holmes TH, Miller R, Griffin K, Cardell CY, Hyde PR, Cohen E, Manber R, Walsh JK. SMART DOCS: a new patient-centered outcomes and coordinated-care management approach for the future practice of sleep medicine. Sleep 2015; 38:315-26. [PMID: 25409112 PMCID: PMC4288613 DOI: 10.5665/sleep.4422] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2014] [Accepted: 10/10/2014] [Indexed: 11/03/2022] Open
Abstract
ABSTRACT The practice of medicine is currently undergoing a transformation to become more efficient, cost-effective, and patient centered in its delivery of care. The aim of this article is to stimulate discussion within the sleep medicine community in addressing these needs by our approach as well as other approaches to sleep medicine care. The primary goals of the Sustainable Methods, Algorithms, and Research Tools for Delivering Optimal Care Study (SMART DOCS) are: (1) to introduce a new Patient-Centered Outcomes and Coordinated-Care Management (PCCM) approach for the future practice of sleep medicine, and (2) to test the PCCM approach against a Conventional Diagnostic and Treatment Outpatient Medical Care (CONV) approach in a randomized, two-arm, single-center, long-term, comparative effectiveness trial. The PCCM approach is integrated into a novel outpatient care delivery model for patients with sleep disorders that includes the latest technology, allowing providers to obtain more accurate and rapid diagnoses and to make evidence-based treatment recommendations, while simultaneously enabling patients to have access to personalized medical information and reports regarding their diagnosis and treatment so that they can make more informed health care decisions. Additionally, the PCCM approach facilitates better communication between patients, referring primary care physicians, sleep specialists, and allied health professionals so that providers can better assist patients in achieving their preferred outcomes. A total of 1,506 patients 18 y or older will be randomized to either the PCCM or CONV approach and will be followed for at least 1 y with endpoints of improved health care performance, better health, and cost control. CLINICAL TRIALS NUMBER http://www.clinicaltrials.gov, NCT02037438.
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Affiliation(s)
| | | | | | | | - Kara Griffin
- Sleep Medicine and Research Center, Chesterfield, MO
| | | | | | - Elyse Cohen
- Stanford Sleep Medicine Center, Redwood City, CA
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McCrae CS, Bramoweth AD, Williams J, Roth A, Mosti C. Impact of brief cognitive behavioral treatment for insomnia on health care utilization and costs. J Clin Sleep Med 2014; 10:127-35. [PMID: 24532995 DOI: 10.5664/jcsm.3436] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
Abstract
STUDY OBJECTIVES To examine health care utilization (HCU) and costs following brief cognitive behavioral treatment for insomnia (bCBTi). METHODS Reviewed medical records of 84 outpatients [mean age = 54.25 years (19.08); 58% women] treated in a behavioral sleep medicine clinic (2005-2010) based in an accredited sleep disorders center. Six indicators of HCU and costs were obtained: estimated total and outpatient costs, estimated primary care visits, CPT costs, number of office visits, and number of medications. All patients completed ≥ 1 session of bCBTi. Those who attended ≥ 3 sessions were considered completers (n = 37), and completers with significant sleep improvements were considered responders (n = 32). RESULTS For completers and responders, all HCU and cost variables, except number of medications, significantly decreased (ps < 0.05) or trended towards decrease at post-treatment. Completers had average decreases in CPT costs of $200 and estimated total costs of $75. Responders had average decreases in CPT costs of $210. No significant decreases occurred for non-completers. CONCLUSIONS bCBTi can reduce HCU and costs. Response to bCBTi resulted in greater reduction of HCU and costs. While limited by small sample size and non-normal data distribution, the findings highlight the need for greater dissemination of bCBTi for several reasons: a high percentage of completers responded to treatment, as few as 3 sessions can result in significant improvements in insomnia severity, bCBTi can be delivered by novice clinicians, and health care costs can reduce following treatment. Insomnia remains an undertreated disorder, and brief behavioral treatments can help to increase access to care and reduce the burden of insomnia.
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Affiliation(s)
- Christina S McCrae
- Department of Clinical & Health Psychology, University of Florida, Gainesville, FL
| | - Adam D Bramoweth
- VISN 4 Mental Illness Research, Education and Clinical Center (MIRECC) VA Pittsburgh Healthcare System, Pittsburgh, PA
| | - Jacob Williams
- Department of Clinical & Health Psychology, University of Florida, Gainesville, FL
| | - Alicia Roth
- Department of Clinical & Health Psychology, University of Florida, Gainesville, FL
| | - Caterina Mosti
- Department of Psychology, Drexel University, Philadelphia, PA
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11
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Chan KKW, Willan AR, Gupta M, Pullenayegum E. Underestimation of uncertainties in health utilities derived from mapping algorithms involving health-related quality-of-life measures: statistical explanations and potential remedies. Med Decis Making 2014; 34:863-72. [PMID: 24407513 DOI: 10.1177/0272989x13517750] [Citation(s) in RCA: 26] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
OBJECTIVES Mapping algorithms are being developed in increasing numbers to derive health utilities (HUs) from health-related quality-of-life (HRQOL) data. However, the variances of the mapping-derived HUs are observed to be smaller than those of the actual HUs. METHODS Two reasons are proposed: 1) the presence of important unmeasured predictors leading to a high degree of unexplained variance and 2) ignoring that the regression coefficients are random variables themselves. We derive 3 variance estimators of HUs to account for these causes: 1) R (2)-adjusted estimator, 2) parametric estimator, and 3) nonparametric estimator. We tested these estimators using a simulated dataset and a real dataset involving the EQ-5D-3L and University of Washington Quality of Life questionnaire for patients with head and neck cancers. RESULTS The R (2)-adjusted estimator can be used in ordinary least squares (OLS)-based mapping algorithms and requires only the R (2) from the derivation study. The parametric estimator can be used in OLS-based mapping algorithms and requires the mean square error (MSE) and design matrix from the derivation study. The nonparametric estimator can be used in any mapping algorithm and requires leave-one-out cross-validation MSE from the derivation study. In the simulated dataset, all 3 estimators are within 1% of the variance of the actual HUs. In the real dataset, the unadjusted variance was 45% less than the actual variance, while all 3 estimators are within 10% of the actual variance. CONCLUSIONS When conducting cost-utility analyses (CUA) based on mapping algorithms, the variances of derived HUs should be properly adjusted using one of the proposed methods so that the results of the CUAs will correctly characterize uncertainty.
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Affiliation(s)
- Kelvin K W Chan
- Sunnybrook Health Sciences Centre, Division of Medical Oncology, Department of Medicine, Faculty of Medicine, University of Toronto, Toronto, Ontario, Canada (KKWC),Division of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada (KKWC, ARW)
| | - Andrew R Willan
- Division of Biostatistics, Dalla Lana School of Public Health, University of Toronto, Toronto, Ontario, Canada (KKWC, ARW)
| | - Michael Gupta
- Department of Surgery, McMaster University, Hamilton, Ontario, Canada (MG)
| | - Eleanor Pullenayegum
- Department of Clinical Epidemiology and Biostatistics, McMaster University, Hamilton, Ontario, Canada (EP)
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Sonntag M, König HH, Konnopka A. The estimation of utility weights in cost-utility analysis for mental disorders: a systematic review. PHARMACOECONOMICS 2013; 31:1131-54. [PMID: 24293216 DOI: 10.1007/s40273-013-0107-9] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/16/2023]
Abstract
OBJECTIVE To systematically review approaches and instruments used to derive utility weights in cost-utility analyses (CUAs) within the field of mental disorders and to identify factors that may have influenced the choice of the approach. METHODS We searched the databases DARE (Database of Abstracts of Reviews of Effects), NHS EED (National Health Service Economic Evaluation Database), HTA (Health Technology Assessment), and PubMed for CUAs. Studies were included if they were full economic evaluations and reported quality-adjusted life-years as the health outcome. Study characteristics and instruments used to estimate utility weights were described and a logistic regression analysis was conducted to identify factors associated with the choice of either the direct (e.g. standard gamble) or the preference-based measure (PBM) approach (e.g. EQ-5D). RESULTS We identified 227 CUAs with a maximum in 2009, 2010, and 2012. Most CUAs were conducted in depression, dementia, or psychosis, and came from the US or the UK, with the EQ-5D being the most frequently used instrument. The application of the direct approach was significantly associated with depression, psychosis, and model-based studies. The PBM approach was more likely to be used in recent studies, dementia, Europe, and empirical studies. Utility weights used in model-based studies were derived from only a small number of studies. LIMITATIONS We only searched four databases and did not evaluate the quality of the included studies. CONCLUSIONS Direct instruments and PBMs are used to elicit utility weights in CUAs with different frequencies regarding study type, mental disorder, and country.
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Affiliation(s)
- Michael Sonntag
- Department of Health Economics and Health Services Research, Hamburg Center for Health Economics, University Medical Center Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Germany,
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Gu NY, Botteman MF, Ji X, Bell CF, Carter JA, van Hout B. Mapping of the Insomnia Severity Index and other sleep measures to EuroQol EQ-5D health state utilities. Health Qual Life Outcomes 2011; 9:119. [PMID: 22208861 PMCID: PMC3377917 DOI: 10.1186/1477-7525-9-119] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2011] [Accepted: 12/30/2011] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND This study sought to map the Insomnia Severity Index (ISI) and symptom variables onto the EQ-5D. METHODS A cross-sectional survey was conducted among adult US residents with self-reported sleep problems. Respondents provided demographic, comorbidity, and sleep-related information and had completed the ISI and the EQ-5D profile. Respondents were classified into ISI categories indicating no, threshold, moderate, or severe insomnia. Generalized linear models (GLM) were used to map the ISI's 7 items (Model I), summary scores (Model II), clinical categories (Model III), and insomnia symptoms (Model IV), onto the EQ-5D. We used 50% of the sample for estimation and 50% for prediction. Prediction accuracy was assessed by mean squared errors (MSEs) and mean absolute errors (MAEs). RESULTS Mean (standard deviation) sleep duration for respondents (N = 2,842) was 7.8 (1.9) hours, and mean ISI score was 14.1 (4.8). Mean predicted EQ-5D utility was 0.765 (0.08) from Models I-III, which overlapped with observed utilities 0.765 (0.18). Predicted utility using insomnia symptoms was higher (0.771(0.07)). Based on Model I, predicted utilities increased linearly with improving ISI (0.493 if ISI = 28 vs. 1.00 if ISI = 0, p < 0.01). From Model II, each unit decrease in ISI summary score was associated with a 0.022 (p < 0.001) increase in utility. Predicted utilities were 0.868, 0.809, 0.722, and 0.579, respectively, for the 4 clinical categories, suggesting that lower utility was related to greater insomnia severity. The symptom model (Model IV) indicated a concave sleep-duration function of the EQ-5D; thus, utilities diminished after an optimal amount of sleep. The MSEs/MAEs were substantially lower when predicting EQ-5D > 0.40, and results were comparable in all models. CONCLUSIONS Findings suggest that mapping relationships between the EQ-5D and insomnia measures could be established. These relationships may be used to estimate insomnia-related treatment effects on health state utilities.
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Affiliation(s)
- Ning Yan Gu
- Pharmerit North America, LLC,4350 East West Highway, Suite 430, Bethesda, MD 20814, USA.
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Perlis ML, Gehrman P. One more step towards justifying targeted treatment for insomnia. Sleep 2011; 34:417-8. [PMID: 21461319 DOI: 10.1093/sleep/34.4.417] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Affiliation(s)
- Michael L Perlis
- Department of Psychiatry, Behavioral Sleep Medicine Program, University of Pennsylvania, Philadelphia, PA 19104, USA.
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