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Yuen KCJ, Blevins LS, Clemmons DR, Faurby M, Hoffman AR, Kelepouris N, Kerr JM, Tarp JM, Fleseriu M. Medical Costs Associated with High/Moderate/Low Likelihood of Adult Growth Hormone Deficiency: A Healthcare Claims Database Analysis. CLINICOECONOMICS AND OUTCOMES RESEARCH 2024; 16:133-147. [PMID: 38476578 PMCID: PMC10929649 DOI: 10.2147/ceor.s445495] [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] [Received: 11/15/2023] [Accepted: 02/26/2024] [Indexed: 03/14/2024] Open
Abstract
Purpose Adult growth hormone deficiency (AGHD) is often underdiagnosed and undertreated, leading to costly comorbidities. Previously, we developed an algorithm to identify individuals in a commercially insured US population with high, moderate, or low likelihood of having AGHD. Here, we estimate and compare direct medical costs by likelihood level. Patients and Methods Retrospective, observational analysis using the Truven Health MarketScan database to analyze direct medical costs relating to inpatient and outpatient claims, outpatient prescription claims, medication usage, clinical utilization records, and healthcare expenditures. Patients were categorized into groups based on algorithmically determined likelihoods of AGHD. Likelihood groups were further stratified by age and sex. Trajectories of annual costs (USD) by likelihood level were also investigated. Results The study cohort comprised 135 million US adults (aged ≥18 years). Individuals ranked as high-likelihood AGHD had a greater burden of comorbid illness, including cardiovascular disease and diabetes, than those ranked moderate- or low-likelihood. Those in the high-likelihood group had greater mean total direct medical monthly costs ($1844.51 [95% confidence interval (CI): 1841.24;1847.78]) than those in the moderate- ($945.65 [95% CI: 945.26;946.04]) and low-likelihood groups ($459.10 [95% CI: 458.95;459.25]). Outpatient visits accounted for the majority of costs overall, although cost per visit was substantially lower than for inpatient services. Costs tended to increase with age and peaked around the time that individuals were assigned a level of AGHD likelihood. Total direct medical costs in individuals with a high likelihood of AGHD exceeded those for individuals with moderate or low likelihood. Conclusion Understanding the trajectory of healthcare costs in AGHD may help rationalize allocation of healthcare resources.
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Affiliation(s)
- Kevin C J Yuen
- Barrow Pituitary Center, Barrow Neurological Institute and St. Joseph’s Hospital and Medical Center, University of Arizona College of Medicine and Creighton School of Medicine, Phoenix, AZ, USA
| | - Lewis S Blevins
- Department of Neurosurgery, University of California, San Francisco, CA, USA
| | - David R Clemmons
- Department of Medicine, University of North Carolina School of Medicine, Chapel Hill, NC, USA
| | - Mads Faurby
- Global Evidence, Pricing and Access, Novo Nordisk A/S, Søborg, Denmark
| | | | - Nicky Kelepouris
- Department of Medical Affairs BioPharm, CMR, Novo Nordisk Inc., Plainsboro, NJ, USA
| | - Janice M Kerr
- Department of Endocrinology, University of Colorado Denver, Anschutz Medical Campus, Aurora, CO, USA
| | | | - Maria Fleseriu
- Pituitary Center, Departments of Medicine and Neurological Surgery, Oregon Health and Science University, Portland, OR, USA
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Kotzeva A, Mittal D, Desai S, Judge D, Samanta K. Socioeconomic burden of schizophrenia: a targeted literature review of types of costs and associated drivers across 10 countries. J Med Econ 2023; 26:70-83. [PMID: 36503357 DOI: 10.1080/13696998.2022.2157596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
AIMS Schizophrenia has the highest median societal cost per patient of all mental disorders. This review summarizes the different costs/cost drivers (cost components) associated with schizophrenia in 10 countries, including all cost types and stakeholder perspectives, and highlights aspects of disease associated with greatest costs. MATERIALS AND METHODS Targeted literature review based on a search of published research from 2006 to 2021 in the United States (US), United Kingdom (UK), France, Germany, Italy, Spain, Canada, Japan, Brazil, and China. RESULTS Sixty-four published articles (primary studies and literature reviews) were included. Comprehensive data were available on costs in schizophrenia overall, with very limited data for individual countries except the US. Most data is related to direct and not indirect costs, with extremely scarce data for several key cost components (adverse events, suicide, long-term care). Total schizophrenia-related per person per year (PPPY) costs were $2,004-94,229, with considerable variability among countries. Indirect costs were the main cost driver (50-90% of all costs), ranging from $1,852 to $62,431 PPPY. However, indirect costs are not collected systematically or incorporated in health technology assessments. Total schizophrenia-related PPPY direct costs were $4,394-31,798, with inpatient cost as the main cost driver (∼20-99% of direct costs). Intangible costs were not reported. Despite limited evidence, total schizophrenia-related costs were higher in patients with than without negative symptoms, largely due to increased costs of medication and medical visits. LIMITATIONS As this was not a systematic review, prioritization of studies may have resulted in exclusion of potentially relevant data. All costs were converted to USD but not corrected for inflation or subjected to a gross domestic product deflator. CONCLUSIONS Direct costs are most commonly reported in schizophrenia. The substantial underreporting of indirect and intangible costs undervalues the true economic burden of schizophrenia from a payer, patient, and societal perspective.
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Ratku B, Sebestyén V, Erdei A, Nagy EV, Szabó Z, Somodi S. Effects of adult growth hormone deficiency and replacement therapy on the cardiometabolic risk profile. Pituitary 2022; 25:211-228. [PMID: 35106704 PMCID: PMC8894188 DOI: 10.1007/s11102-022-01207-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 01/10/2022] [Indexed: 12/12/2022]
Abstract
Adult growth hormone deficiency (AGHD) is considered a rare endocrine disorder involving patients with childhood-onset and adult-onset growth hormone deficiency (AoGHD) and characterized by adverse cardiometabolic risk profile. Besides traditional cardiovascular risk factors, endothelial dysfunction, low-grade inflammation, impaired adipokine profile, oxidative stress and hypovitaminosis D may also contribute to the development of premature atherosclerosis and higher cardiovascular risk in patients with AGHD. Growth hormone replacement has been proved to exert beneficial effects on several cardiovascular risk factors, but it is also apparent that hormone substitution in itself does not eliminate all cardiometabolic abnormalities associated with the disease. Novel biomarkers and diagnostic techniques discussed in this review may help to evaluate individual cardiovascular risk and identify patients with adverse cardiometabolic risk profile. In the absence of disease-specific guidelines detailing how to assess the cardiovascular status of these patients, we generally recommend close follow-up of the cardiovascular status as well as low threshold for a more detailed evaluation.
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Affiliation(s)
- Balázs Ratku
- Department of Emergency Medicine, Faculty of Medicine, University of Debrecen, Egyetem tér 1, Debrecen, 4032, Hungary
- Doctoral School of Health Sciences, University of Debrecen, Debrecen, Hungary
- Department of Emergency and Oxyology, Faculty of Health, University of Debrecen, Debrecen, Hungary
| | - Veronika Sebestyén
- Department of Emergency Medicine, Faculty of Medicine, University of Debrecen, Egyetem tér 1, Debrecen, 4032, Hungary
- Doctoral School of Health Sciences, University of Debrecen, Debrecen, Hungary
| | - Annamária Erdei
- Division of Endocrinology, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Endre V Nagy
- Division of Endocrinology, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Zoltán Szabó
- Department of Emergency Medicine, Faculty of Medicine, University of Debrecen, Egyetem tér 1, Debrecen, 4032, Hungary
| | - Sándor Somodi
- Department of Emergency Medicine, Faculty of Medicine, University of Debrecen, Egyetem tér 1, Debrecen, 4032, Hungary.
- Division of Endocrinology, Department of Internal Medicine, Faculty of Medicine, University of Debrecen, Debrecen, Hungary.
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Siegel S, Unger N, Streetz-van der Werf C, Karges W, Schilbach K, Schröder B, Szybowicz J, Sauerwald J, Zopf K, Grzywotz A, Bidlingmaier M, Kirstein C, Sommer H, Strasburger CJ, Kreitschmann-Andermahr I. Adults' Adherence to Growth Hormone Replacement in Relation to Medication-Related Beliefs, Coping and Quality of Life - An Exploratory Analysis. Front Endocrinol (Lausanne) 2021; 12:680964. [PMID: 34108940 PMCID: PMC8181747 DOI: 10.3389/fendo.2021.680964] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Accepted: 04/23/2021] [Indexed: 11/26/2022] Open
Abstract
INTRODUCTION Little is known about psychological reasons associated with adherence to growth hormone (GH) replacement therapy (GHRx) in adults. As in other chronic diseases, medication-related beliefs, coping strategies and disease impact on quality of life (QoL) might play an important role. We thus explored these psychological factors in relation to adherence in patients with GH deficiency (GHD) in order to find leverage points for the improvement of adherence. PATIENTS AND METHODS Cross-sectional analysis including 107 adult GHD patients on GHRx who completed self-assessment inventories on health-related QoL (Short-Form SF-36), coping style (Freiburg questionnaire on coping with illness, FKV-LIS) and medication beliefs (Beliefs about Medicine questionnaire, BMQ). Results were correlated to general and GH-specific adherence to medication. RESULTS In the BMQ, 92.5% of the patients (n=99) reported a strong belief in the need for their medication, which correlated significantly with general adherence (rs = 0.325). Active coping was significantly related to general (rs = 0.307) and GH-specific adherence (rs = 0.226). Better mental QoL (rs = 0.210) but worse physical QoL (rs = -0.198; all p < 0.05) were related to higher GH-specific adherence. Older age was associated with a higher degree of active coping, a higher belief in the necessity of medication and worse physical QoL. CONCLUSION We provide preliminary data that most GHD patients on GHRx are strongly convinced of their need for medication and that adherence to GHRx is influenced by coping strategies and QoL. Patients with impaired psychological QoL are less able to translate their convictions into good adherence, a phenomenon to be addressed in future research.
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Affiliation(s)
- Sonja Siegel
- Department of Neurosurgery and Spine Surgery, University of Duisburg-Essen, Essen, Germany
| | - Nicole Unger
- Department of Endocrinology, Diabetology and Metabolism, University of Duisburg-Essen, Essen, Germany
| | - Christine Streetz-van der Werf
- Division of Endocrinology and Diabetes, Rheinisch-Westfälische Technische Hochschule (RWTH) Aachen University Hospital, Aachen, Germany
| | - Wolfram Karges
- Division of Endocrinology and Diabetes, Rheinisch-Westfälische Technische Hochschule (RWTH) Aachen University Hospital, Aachen, Germany
| | - Katharina Schilbach
- Medizinische Klinik und Poliklinik IV, Ludwig-Maximilians-Universität (LMU) Klinikum, Munich, Germany
| | - Bernadette Schröder
- Department of Neurosurgery and Spine Surgery, University of Duisburg-Essen, Essen, Germany
| | - Janine Szybowicz
- Department of Neurosurgery and Spine Surgery, University of Duisburg-Essen, Essen, Germany
| | - Janina Sauerwald
- Department of Endocrinology, Diabetes and Nutritional Medicine, Charité Universitaetsmedizin, Berlin, Germany
| | - Kathrin Zopf
- Department of Endocrinology, Diabetes and Nutritional Medicine, Charité Universitaetsmedizin, Berlin, Germany
| | - Agnieszka Grzywotz
- Department of Neurosurgery and Spine Surgery, University of Duisburg-Essen, Essen, Germany
| | - Martin Bidlingmaier
- Medizinische Klinik und Poliklinik IV, Ludwig-Maximilians-Universität (LMU) Klinikum, Munich, Germany
| | - Cedric Kirstein
- Department of Neurosurgery and Spine Surgery, University of Duisburg-Essen, Essen, Germany
| | | | - Christian J. Strasburger
- Department of Endocrinology, Diabetes and Nutritional Medicine, Charité Universitaetsmedizin, Berlin, Germany
| | - Ilonka Kreitschmann-Andermahr
- Department of Neurosurgery and Spine Surgery, University of Duisburg-Essen, Essen, Germany
- *Correspondence: Ilonka Kreitschmann-Andermahr,
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Kreitschmann-Andermahr I, Siegel S, Unger N, Streetz-van der Werf C, Karges W, Schilbach K, Schröder B, Szybowicz J, Sauerwald J, Zopf K, Grzywotz A, Bidlingmaier M, Sommer H, Strasburger CJ. Motivation for and adherence to growth hormone replacement therapy in adults with hypopituitarism: the patients' perspective. Pituitary 2020; 23:479-487. [PMID: 32441023 PMCID: PMC7426293 DOI: 10.1007/s11102-020-01046-y] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
Abstract
INTRODUCTION While reasons for non-adherence in children requiring growth hormone (GH) replacement (GH-Rx) are well researched, few studies have investigated adherence in adult GH deficient patients. Against the background of the adverse medical sequelae of untreated severe GH deficiency (GHD) in adults, we explored adherence to GH-Rx and associated factors in this patient group. METHOD Cross-sectional analysis including 107 adult patients with severe GHD on GH-Rx, 15 untreated GDH patients and 19 who had discontinued therapy. Patients completed self-developed ad hoc surveys on adherence to medication and GH-Rx, specific beliefs about GH-Rx, side effects and burden of injection, reasons for never receiving or dropping out of therapy, respectively. RESULTS Adherence to GH-Rx was high (mean 15.8/18 points on the self-developed adherence score) and significantly correlated with general medication adherence. Higher age was significantly associated with better adherence to GH-Rx, while injection side effects, duration of treatment or device used were not. The most frequent reasons for not being on GH-Rx apart from medical reasons included fear of side effects, lack of belief in treatment effects and dislike of injections. In patients not on GH-Rx, the proportion of patients in employment was significantly smaller than in the treatment group, despite similar age and comorbidities. CONCLUSIONS Adherence to GH-Rx was high for those patients on therapy. Instead of focusing on improving adherence in those adults already on GH-Rx, efforts should be undertaken to ally fear of side effects and provide education on positive treatment effects for those eligible but not receiving therapy.
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Affiliation(s)
- Ilonka Kreitschmann-Andermahr
- Department of Neurosurgery and Spine Surgery, University of Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany.
| | - Sonja Siegel
- Department of Neurosurgery and Spine Surgery, University of Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Nicole Unger
- Department of Endocrinology, Diabetology and Metabolism, University of Duisburg-Essen, Hufelandstr. 55, 45147, Essen, Germany
| | | | - Wolfram Karges
- Division of Endocrinology and Diabetology, RWTH Aachen University Hospital, Pauwelsstrasse 30, 52074, Aachen, Germany
| | - Katharina Schilbach
- Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, Munich, Germany
| | - Bernadette Schröder
- Department of Neurosurgery and Spine Surgery, University of Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Janine Szybowicz
- Department of Neurosurgery and Spine Surgery, University of Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | | | - Kathrin Zopf
- Hexal AG, Industriestrasse 25, 83607, Holzkirchen, Germany
| | - Agnieszka Grzywotz
- Department of Neurosurgery and Spine Surgery, University of Duisburg-Essen, Hufelandstrasse 55, 45147, Essen, Germany
| | - Martin Bidlingmaier
- Medizinische Klinik und Poliklinik IV, Klinikum der Universität München, Munich, Germany
| | - Heide Sommer
- Hexal AG, Industriestrasse 25, 83607, Holzkirchen, Germany
| | - Christian J Strasburger
- Department of Endocrinology, Diabetes and Nutritional Medicine, Campus Charité Mitte, Charité Universitaetsmedizin, Charitéplatz 1, 10117, Berlin, Germany
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