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Patel R, Dembek C, Won Y, Kadakia A, Huang X, Zeni C, Pikalov A. A real-world data analysis of electronic health records to investigate the associations of predominant negative symptoms with healthcare resource utilisation, costs and treatment patterns among patients with schizophrenia. BMJ Open 2024; 14:e084613. [PMID: 39089713 PMCID: PMC11293408 DOI: 10.1136/bmjopen-2024-084613] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2024] [Accepted: 07/22/2024] [Indexed: 08/04/2024] Open
Abstract
OBJECTIVES Negative symptoms in schizophrenia are associated with significant illness burden. We sought to investigate clinical outcomes for patients with schizophrenia who present with predominant negative symptoms (PNS) vs without PNS. DESIGN Retrospective analysis of electronic health record (EHR) data. SETTING 25 US providers of mental healthcare. PARTICIPANTS 4444 adults with schizophrenia receiving care between 1999 and 2020. EXPOSURE PNS defined as ≥3 negative symptoms and ≤3 positive symptoms recorded in EHR data at the time of the first recorded schizophrenia diagnosis (index date). Symptom data were ascertained using natural language processing applied to semistructured free text records documenting the mental state examination. A matched sample (1:1) of patients without PNS was used to compare outcomes. Follow-up data were obtained up to 12 months following the index date. PRIMARY OUTCOME MEASURE Mean number of psychiatric hospital admissions. SECONDARY OUTCOME MEASURES Mean number of outpatient visits, estimated treatment costs, Clinical Global Impression - Severity score and antipsychotic treatments (12 months before and after index date). RESULTS 360 (8%) patients had PNS and 4084 (92%) did not have PNS. Patients with PNS were younger (36.4 vs 39.7 years, p<0.001) with a greater prevalence of psychiatric comorbidities (schizoaffective disorders: 25.0 vs 18.4%, p=0.003; major depressive disorder: 17.8 vs 9.8%, p<0.001). During follow-up, patients with PNS had fewer days with an antipsychotic prescription (mean=111.8 vs 140.9 days, p<0.001). Compared with matched patients without PNS, patients with PNS were more likely to have a psychiatric inpatient hospitalisation (76.1% vs 59.7%, p<0.001) and had greater estimated inpatient costs ($16 893 vs $13 732, p=0.04). CONCLUSIONS Patients with PNS were younger and presented with greater illness severity and more psychiatric comorbidities compared with patients without PNS. Our findings highlight an unmet need for novel therapeutic approaches to address negative symptoms to improve clinical outcomes.
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Affiliation(s)
- Rashmi Patel
- Department of Psychiatry, University of Cambridge, Cambridge, UK
| | - Carole Dembek
- Sunovion Pharmaceuticals Inc, Marlborough, Massachusetts, USA
| | - Yida Won
- Holmusk Technologies Inc, New York, New York, USA
| | - Aditi Kadakia
- Sunovion Pharmaceuticals Inc, Marlborough, Massachusetts, USA
| | - Xueyan Huang
- Holmusk Technologies Inc, New York, New York, USA
| | - Courtney Zeni
- Sunovion Pharmaceuticals Inc, Marlborough, Massachusetts, USA
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Weber S, Scott JG, Chatterton ML. Healthcare costs and resource use associated with negative symptoms of schizophrenia: A systematic literature review. Schizophr Res 2022; 241:251-259. [PMID: 35180664 DOI: 10.1016/j.schres.2022.01.051] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/23/2021] [Revised: 01/09/2022] [Accepted: 01/22/2022] [Indexed: 10/19/2022]
Abstract
OBJECTIVE To identify and describe the available literature quantifying the economic burden associated with the negative symptoms of schizophrenia. METHODS A search of five electronic databases (Medline, PsycINFO, EconLit, CINAHL, EMBASE) and hand searches of bibliographies was conducted to identify all relevant articles written in English and published from date of database inception to January 2021. Search strategies included terms for schizophrenia, negative symptoms, direct and indirect costs and health-care resource utilisation. Quality assessment of included articles was undertaken using a standardised checklist for the evaluation of cost of illness studies. Annual costs were converted to 2022 Australian dollars (A$). RESULTS Four hundred and thirty-six abstracts were identified for inclusion. Following screening, six unique studies utilizing data from 6293 participants with an average age of 40 were identified to inform the review. Study quality was high for four studies. All studies concluded there was a positive relationship between negative symptoms and costs or resource utilisation. Four studies providing cost data show an increase in direct costs per annum associated with negative symptoms (range A$ 4046 to 171,564). The wide range in costs was attributable to between study differences in patient characteristics and cohorts, included costs, and country of study. CONCLUSION Health care costs and resource utilisation are associated with negative symptoms in people with schizophrenia. Heterogeneity prevented calculation of an overall dollar value per point increase in negative symptoms. Future research is warranted to further quantify the relationship between negative symptoms and costs, including health sector and societal.
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Affiliation(s)
- Sharon Weber
- Deakin University, Faculty of Health, Institute for Health Transformation, Geelong, Australia
| | - James G Scott
- Mental Health Program, QIMR Medical Research Institute, Brisbane, Australia; Metro North Mental Health Service, Herston, Brisbane, Australia
| | - Mary Lou Chatterton
- Deakin University, Faculty of Health, Institute for Health Transformation, Geelong, Australia.
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Kadakia A, Fan Q, Shepherd J, Bailey H, Dembek C, Walker C, Williams GR. Point-in-time survey of healthcare resource utilization, employment, quality of life and caregiver status by disease severity in patients with schizophrenia in the US. Curr Med Res Opin 2022; 38:469-478. [PMID: 34812100 DOI: 10.1080/03007995.2021.2007690] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
OBJECTIVE The objective of this survey was to assess patient outcomes and caregiver status by disease severity among patients with schizophrenia in the United States. METHODS A point-in-time survey was conducted between July and October 2019 via the Adelphi Schizophrenia Disease Specific Programme. Psychiatrists reported on their next 10 eligible patients with schizophrenia including demographics, disease severity, treatment history and hospitalizations. Patients receiving treatment for schizophrenia were classified as mild, moderate or severe based on disease severity. Regression models adjusted for age, sex and race/ethnicity. RESULTS Psychiatrists (n = 124) reported on 435 mild, 401 moderate and 247 severe patients. Greater severity of schizophrenia was associated with a greater number of hospitalizations related to schizophrenia relapse in the previous 12 months (moderate vs. mild: adjusted incidence rate ratio (aIRR) [95% CI] = 2.17 [1.60-2.94]; severe vs. mild: aIRR = 5.45 [3.59-8.27]), lower full-time employment (moderate vs. mild: adjusted odds ratio (aOR) = 0.15 [0.08-0.28]; severe vs. mild: aOR = 0.02 [0.002-0.12]) and greater unemployment due to disability (moderate vs. mild: aOR = 4.24 [3.02-5.97]; severe vs. mild: aOR = 10.85 [6.85-17.17]). Patients with severe vs. mild schizophrenia had lower average quality of life (QoL) measured by the EuroQoL 5-dimension Health Index (difference = -0.16 [-0.23-0.09]). Among patients requiring care, patients with severe vs. mild schizophrenia received more caregiver hours per week (aIRR = 1.89 [1.25-2.84]). CONCLUSIONS Greater severity of schizophrenia was associated with a significantly greater number of hospitalizations and greater unemployment due to disability. Compared with mild schizophrenia, severe schizophrenia was associated with worse patient QoL and greater caregiver hours.
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Affiliation(s)
| | - Qi Fan
- Sunovion Pharmaceuticals Inc., Marlborough, MA, USA
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Orrico-Sánchez A, López-Lacort M, Muñoz-Quiles C, Sanfélix-Gimeno G, Díez-Domingo J. Epidemiology of schizophrenia and its management over 8-years period using real-world data in Spain. BMC Psychiatry 2020; 20:149. [PMID: 32248839 PMCID: PMC7132863 DOI: 10.1186/s12888-020-02538-8] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Accepted: 03/09/2020] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND Real-World Data (RWD) studies provide important insights in disease epidemiology, in real clinical populations, with long follow-up periods. The aim of the present study was to describe the epidemiology of schizophrenia spectrum disorders (SD) during an 8-year period in Spain. METHODS A retrospective cohort of subjects aged 15 to 64 years was followed-up using electronic healthcare databases of the Valencia region (2008-2015). SD cases included outpatient and inpatient settings (ICD 9 codes 295.XX). Prevalence of SD was assessed. Incidence rate (IR) in the subpopulation aged between 15 and 34 years was also provided. Healthcare utilization (HCU) rates, including outpatient, specialists, hospitalizations and antipsychotic dispensations were estimated. RESULTS The cohort included 3,976,071 subjects; 24,749 of them had a prevalent diagnosis of SD. The overall prevalence for SD was 6.2 per 1000 persons. SD were 76% more prevalent in men than women. IR in the subpopulation aged between 15 and 34 years was 50.25 per 100,000 persons years and was more than 2 times higher for men than for women. 83.4% of the overall outpatient visits from the cohort of patients were related to SD. The 21,095 overall hospitalizations with the SD code resulted in 286,139 days of hospitalization, with a median of 4 days (IQR: 1.6-9.2) per person-year. 93.2% of subjects diagnosed with SD were ever treated with some antipsychotic drug during the study period, and 70% of the patients were ever treated with antipsychotic polypharmacy. CONCLUSIONS This large population-based study using RWD provides novel and recent information SD in a southern European country. The prevalence and IR of SD showed is greater than previously published and higher in men than in women. The fact of having used a large arsenal of electronic data (including outpatient and inpatient) for 8 years may have influenced. SD represents high burden and healthcare utilization. Contrary to guidelines recommendations the majority of patients were ever treated with antipsychotic polypharmacy.
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Affiliation(s)
- A. Orrico-Sánchez
- grid.428862.2Vaccine Research Unit, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, FISABIO-Public Health, Valencia, Spain
| | - M. López-Lacort
- grid.428862.2Vaccine Research Unit, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, FISABIO-Public Health, Valencia, Spain
| | - C. Muñoz-Quiles
- grid.428862.2Vaccine Research Unit, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, FISABIO-Public Health, Valencia, Spain
| | - G. Sanfélix-Gimeno
- grid.428862.2Health Services Research Unit, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, FISABIO-Public Health, Valencia, Spain
| | - J. Díez-Domingo
- grid.428862.2Vaccine Research Unit, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana, FISABIO-Public Health, Valencia, Spain
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Vita A, Perin AP, Cavanna M, Cobelli F, Rosa J, Valsecchi P, Zanigni M, Reggiardo G, Sacchetti E. Negative symptom severity at discharge from an index hospitalization and subsequent use of psychiatric care resources: A retrospective 1-year follow-up study on 450 patients with schizophrenia spectrum disorders. Schizophr Res 2020; 216:243-248. [PMID: 31818634 DOI: 10.1016/j.schres.2019.11.052] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 10/15/2019] [Accepted: 11/26/2019] [Indexed: 11/26/2022]
Abstract
Negative symptoms of schizophrenia have a great impact on patients' functioning and are among the most important contributors to subject's disability. However, few studies have assessed the role of type and severity of symptomatology of schizophrenia on the psychiatric care resource utilization. We investigated if the clinical profile of patients at discharge from an index hospitalization might be associated with a different use of psychiatric care resources in the subsequent 1-year period in a large population of patients with schizophrenia spectrum disorders. Clinical records of 450 patients with schizophrenia spectrum disorders admitted in an acute psychiatric inpatient service and subsequently followed in the outpatient services of the same Department were reviewed. Patients with more severe negative symptoms at discharge from hospital showed a higher number and duration of hospitalizations in the 1-year follow-up, as well as a higher number of rehabilitative residential admissions than patients with milder severity of negative symptoms. The same was true for patients with predominant negative symptoms. A global resource utilization index indicated a higher use of psychiatric resources in patients with higher severity of negative symptoms. In conclusion, showing moderate to severe negative symptoms versus positive symptoms at discharge from a hospitalization for an acute exacerbation of schizophrenia spectrum disorder does predict a higher use of psychiatric care resources. This underlines the importance of relieving negative symptoms even in the acute phase of treatment and the need to develop more effective treatments for this symptom dimension.
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Affiliation(s)
- A Vita
- University of Brescia, School of Medicine, Italy; Department of Mental Health, Spedali Civili Hospital, Brescia, Italy.
| | - A P Perin
- University of Brescia, School of Medicine, Italy
| | - M Cavanna
- University of Brescia, School of Medicine, Italy
| | - F Cobelli
- University of Brescia, School of Medicine, Italy
| | - J Rosa
- University of Brescia, School of Medicine, Italy
| | - P Valsecchi
- University of Brescia, School of Medicine, Italy; Department of Mental Health, Spedali Civili Hospital, Brescia, Italy
| | - M Zanigni
- University of Brescia, School of Medicine, Italy
| | - G Reggiardo
- Biostatistics Unit, Medi Service, Genoa, Italy
| | - E Sacchetti
- University of Brescia, School of Medicine, Italy
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Németh B, Bendes R, Nagy B, Götze Á, Kóczián K, Horváth M, Deák I, Tóth B, Kaló Z. Cost-utility analysis of cariprazine compared to risperidone among patients with negative symptoms of schizophrenia. HEALTH POLICY AND TECHNOLOGY 2019. [DOI: 10.1016/j.hlpt.2019.01.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Azaiez C, Millier A, Lançon C, Clay E, Auquier P, Llorca PM, Toumi M. Health related quality of life in patients having schizophrenia negative symptoms - a systematic review. JOURNAL OF MARKET ACCESS & HEALTH POLICY 2018; 6:1517573. [PMID: 30275939 PMCID: PMC6161588 DOI: 10.1080/20016689.2018.1517573] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/14/2018] [Revised: 08/14/2018] [Accepted: 08/21/2018] [Indexed: 05/07/2023]
Abstract
Background: Schizophrenia negative symptoms (SNS) contribute substantially to poor functional outcomes, loss in productivity and poor quality of life. It is unclear which instruments may be used for assessing quality of life in patients with SNS. Objective: The objective of this review was to identify instruments assessing health-related quality of life (HRQoL) validated in patients with SNS and to assess their level of validation. Data sources: We conducted a systematic literature review in Medline and the ISPOR database in March 2016 to identify studies on the quality of life in patients with SNS published by March 2016. Data extraction: Psychometric properties and validation steps. Data synthesis: After applying inclusion/exclusion criteria, 49 studies were selected for the analysis of HRQoL instruments; however, none of these instruments only addressed patients with SNS. Of these, 19 HRQoL instruments used in patients with schizophrenia or including patients with SNS among others, in the context of instrument validation, were identified (4 generic, 10 non-specific mental health, 5 schizophrenia-specific). Conclusion: No HRQoL instrument has been validated in patients with SNS only; for the remaining instruments identified, it remains unclear whether they were intended to capture HRQoL in patients with SNS.
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Affiliation(s)
- Chiraz Azaiez
- Public Health Department – Research Unit EA 3279, Aix-Marseille University, Marseille, France
| | | | - Christophe Lançon
- Psychiatry Department, Marseille University Hospital, Marseille, France
| | | | - Pascal Auquier
- Public Health Department – Research Unit EA 3279, Aix-Marseille University, Marseille, France
| | - Pierre-Michel Llorca
- CHU Clermont-Ferrand, Department of Psychiatry, University of Clermont Auvergne, Clermont-Ferrand, France
| | - Mondher Toumi
- Public Health Department – Research Unit EA 3279, Aix-Marseille University, Marseille, France
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