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Scoriels L, Genaro LT, Mororó LGC, Keffer S, Guimarães ALDV, Ribeiro PVS, Tannos FM, Novaes C, França AI, Goldenstein N, Sahakian BJ, Cavalcanti MT, Fisher M, Vinogradov S, Panizzutti R. Auditory versus visual neuroscience-informed cognitive training in schizophrenia: Effects on cognition, symptoms and quality of life. Schizophr Res 2020; 222:319-326. [PMID: 32448677 PMCID: PMC9703880 DOI: 10.1016/j.schres.2020.05.017] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/19/2020] [Revised: 05/01/2020] [Accepted: 05/06/2020] [Indexed: 11/28/2022]
Abstract
BACKGROUND Cognitive impairments are related to deficits in primary auditory and visual sensory processes in schizophrenia. These impairments can be remediated by neuroscience-informed computerized cognitive trainings that target auditory and visual processes. However, it is not clear which modality results in greater improvements in cognition, symptoms and quality of life. We aimed to investigate the impact of training auditory versus visual cognitive processes in global cognition in patients with schizophrenia. METHODS Seventy-nine schizophrenia participants were randomly assigned to either 40 h of auditory or visual computerized training. Auditory and visual exercises were chosen to be dynamically equivalent and difficulties increased progressively during the training. We evaluated cognition, symptoms and quality of life before, after 20 h, and after 40 h of training. ClinicalTrials.gov (1R03TW009002-01). RESULTS Participants who received the visual training showed significant improvements in global cognition compared to the auditory training group. The visual training significantly improved attention and reasoning and problem-solving, while the auditory training improved reasoning and problem-solving only. Schizophrenia symptoms improved after training in both groups, whereas quality of life remained unchanged. Interestingly, there was a significant and positive correlation between improvements in attention and symptoms in the visual training group. CONCLUSIONS We conclude that the visual training and the auditory training are differentially efficient at remediating cognitive deficits and symptoms of clinically stable schizophrenia patients. Ongoing follow-up of participants will evaluate the durability of training effects on cognition and symptoms, as well as the potential impact on quality of life over time.
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Affiliation(s)
- Linda Scoriels
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil; Department of Psychiatry, University of Cambridge, United Kingdom
| | - Larissa T Genaro
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Luana G C Mororó
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Stella Keffer
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Anna Luiza D V Guimarães
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Paulo V S Ribeiro
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Filippe M Tannos
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Caroline Novaes
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Aniela I França
- Faculdade de Letras, Universidade Federal do Rio de Janeiro, Brazil
| | - Nelson Goldenstein
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | | | - Maria T Cavalcanti
- Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil
| | - Melissa Fisher
- Department of Psychiatry, University of Minnesota, United States
| | | | - Rogerio Panizzutti
- Instituto de Ciencias Biomedicas, Universidade Federal do Rio de Janeiro, Brazil; Instituto de Psiquiatria, Universidade Federal do Rio de Janeiro, Brazil.
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Tybura P, Trześniowska-Drukała B, Bienkowski P, Beszlej A, Frydecka D, Mierzejewski P, Samochowiec A, Grzywacz A, Samochowiec J. Pharmacogenetics of adverse events in schizophrenia treatment: comparison study of ziprasidone, olanzapine and perazine. Psychiatry Res 2014; 219:261-7. [PMID: 24930580 DOI: 10.1016/j.psychres.2014.05.039] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2013] [Revised: 05/09/2014] [Accepted: 05/20/2014] [Indexed: 10/25/2022]
Abstract
The primary aim of the present study was to assess the possible associations between dopaminergic, serotonergic, and glutamatergic system-related genes and adverse events after antipsychotic treatment in paranoid schizophrenia patients. The second aim of the study was to compare the intensity of these symptoms between atypical (ziprasidone and olanzapine) and typical (perazine) antipsychotic drugs. One-hundred and ninety-one Polish patients suffering from paranoid schizophrenia were genotyped for polymorphisms of DRD2, DAT1, COMT, MAOA, SERT, 5HT2A, and GRIK3. The patients were randomized to treatment with perazine, olanzapine or ziprasidone monotherapy for 3 months. The intensity of side effects (changes in body weights and extrapyramidal symptoms (EPS)) was measured at baseline and after 12 weeks of antipsychotic treatment. After 3 months of therapy, the weight increase was the greatest in the group treated with olanzapine and the least in the group treated with ziprasidone. None of the examined gene polymorphisms was associated with the body weight changes. Perazine treatment was associated with the significantly highest intensity of EPS. None of the examined polymorphisms was associated with the changes in extrapyramidal adverse events after antipsychotic treatment. The selected polymorphisms are not primarily involved in changes in body weights and EPS related to antipsychotic treatment in paranoid schizophrenia patients.
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Affiliation(s)
- Piotr Tybura
- Department of Psychiatry, Pomeranian Medical University, ul. Broniewskiego 26, 71-460 Szczecin, Poland
| | | | | | | | - Dorota Frydecka
- Department of Psychiatry, Wroclaw Medical University, Wroclaw, Poland
| | - Pawel Mierzejewski
- Department of Pharmacology, Institute of Psychiatry and Neurology, Warsaw, Poland
| | - Agnieszka Samochowiec
- Institute of Psychology, Department of Clinical Psychology, University of Szczecin, Szczecin, Poland
| | - Anna Grzywacz
- Department of Psychiatry, Pomeranian Medical University, ul. Broniewskiego 26, 71-460 Szczecin, Poland
| | - Jerzy Samochowiec
- Department of Psychiatry, Pomeranian Medical University, ul. Broniewskiego 26, 71-460 Szczecin, Poland.
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Godman B, Persson M, Miranda J, Barbui C, Bennie M, Finlayson AE, Raschi E, Wettermark B. Can authorities take advantage of the availability of generic atypical antipsychotic drugs? Findings from Sweden and potential implications. JOURNAL OF PHARMACEUTICAL HEALTH SERVICES RESEARCH 2013. [DOI: 10.1111/jphs.12025] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Affiliation(s)
- Brian Godman
- Department of Laboratory Medicine; Division of Clinical Pharmacology; Karolinska Institute; Karolinska University Hospital Huddinge; Stockholm Sweden
- Liverpool Health Economics Centre; University of Liverpool; Liverpool UK
- Strathclyde Institute of Pharmacy and Biomedical Sciences; University of Strathclyde; Glasgow UK
| | - Marie Persson
- Unit of Medicine Support; Public Healthcare Services Committee Administration; Stockholm County Council; Stockholm Sweden
| | - Jamilette Miranda
- Department of Healthcare Development; Public Healthcare Services Committee Administration; Stockholm County Council; Stockholm Sweden
| | - Corrado Barbui
- WHO Collaborating Centre for Research and Training in Mental Health and Service Evaluation; Department of Public Health and Community Medicine, Section of Psychiatry; University of Verona; Verona Italy
| | - Marion Bennie
- Strathclyde Institute of Pharmacy and Biomedical Sciences; University of Strathclyde; Glasgow UK
- Information Services Division; NHS National Services Scotland; Edinburgh UK
| | - Alexander E Finlayson
- King's Centre for Global Health; Global Health Offices; Weston Education Centre; London UK
| | - Emanuel Raschi
- Department of Medical and Surgical Sciences; Pharmacology Unit; Alma Mater Studiorum - University of Bologna; Bologna Italy
| | - Bjorn Wettermark
- Department of Laboratory Medicine; Division of Clinical Pharmacology; Karolinska Institute; Karolinska University Hospital Huddinge; Stockholm Sweden
- Department of Healthcare Development; Public Healthcare Services Committee Administration; Stockholm County Council; Stockholm Sweden
- Centre for Pharmacoepidemilogy; Karolinska Institute; Karolinska University Hospital Solna; Stockholm Sweden
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Bennie M, Bishop I, Godman B, Barbui C, Raschi E, Campbell S, Miranda J, Gustafsson LL. Are specific initiatives required to enhance prescribing of generic atypical antipsychotics in Scotland?: International implications. Int J Clin Pract 2013; 67:170-80. [PMID: 23305478 DOI: 10.1111/ijcp.12100] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/18/2012] [Accepted: 11/28/2012] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND National and regional authorities in Scotland have introduced multiple measures to appreciably enhance prescribing efficiency for the proton pump inhibitors (PPIs), statins and renin-angiotensin inhibitor drugs. Generic oral risperidone recently became available in Scotland; however, schizophrenia is a complex disease with advice from respected authorities suggesting that treatment should be individualised. AIMS To assess (i) changes in atypical antipsychotic drug (AAP) utilisation and expenditure following the availability of oral generic risperidone in Scotland; (ii) to determine (a) current INN prescribing rates for risperidone following generic availability and (b) decrease in expenditure/DDD for generic risperidone; (iii) to suggest additional measures that could possibly be introduced in Scotland to further enhance prescribing of generic AAPs; and (iv) to provide guidance to NHS Scotland as well as other European authorities on the implications. METHODS Retrospective observational study and an interrupted time series design. RESULTS No appreciable change in the utilisation patterns of risperidone pre- and postgeneric availability. Appreciable INN prescribing averaged 93-98% of total oral risperidone. Generic risperidone was 84% below prepatent loss prices by study end, reducing annual expenditure for oral risperidone in 2010 by GB£3.19mn compared with prepatent loss situation. However, overall expenditure on AAPs increased by 42% from 2005 to 2010. DISCUSSION As expected, there was no change in utilisation patterns for risperidone, although potential to influence prescribing patterns. Continued high INN prescribing suggests no problems with generic risperidone in practice. Costs will start to decrease as more AAPs lose their patents (olanzapine and quetiapine). There is the possibility to accelerate this reduction through educational activities. CONCLUSION There is potential to realise some savings with generic AAPs. However, this is limited by the complexity of the disease area. Any measures introduced must aim at increasing the prescribing of generic AAPs first line in suitable patients.
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Affiliation(s)
- M Bennie
- Strathclyde Institute for Pharmacy and Biomedical Sciences, University of Strathclyde, Glasgow, UK
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Godman B, Bucsics A, Burkhardt T, Piessnegger J, Schmitzer M, Barbui C, Raschi E, Bennie M, Gustafsson LL. Potential to enhance the prescribing of generic drugs in patients with mental health problems in austria; implications for the future. Front Pharmacol 2013; 3:198. [PMID: 23308071 PMCID: PMC3538280 DOI: 10.3389/fphar.2012.00198] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/28/2012] [Accepted: 11/06/2012] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Scrutiny over pharmaceutical expenditure is increasing leading to multiple reforms. This includes Austria with measures to lower generic prices and enhance their utilization. However the situation for newer antidepressants and atypical antipsychotic medicines (AAPs) is different to PPIs, statins, and renin-angiotensin inhibitor drugs with greater tailoring of therapy and no wish to switch products in stable patients. Authorities welcome generics though given the high costs particularly of single-sourced AAPs. OBJECTIVE Assess (a) changes in utilization of venlafaxine versus other newer antidepressants before and after availability of generics, (b) utilization of generic versus originator venlafaxine, (c) price reductions of venlafaxine over time and their influence on total expenditure, (d) utilization of risperidone versus other AAPs, (e) suggest potential additional reforms that could be introduced if pertinent to further enhance the use of generics. METHODOLOGY A quasi-experimental study design with a segmented time series and an observational study. Utilization measured in defined daily doses (DDDs) and total expenditure per DDD and over time. RESULTS No appreciable changes in the utilization of venlafaxine and risperidone after generics. The reduction in expenditure/DDD for venlafaxine decreased overall expenditure on newer antidepressants by 5% by the end of the study versus just before generics despite a 37% increase in utilization. Expenditure will further decrease if reduced prescribing of duloxetine. CONCLUSION Depression, schizophrenia, and bipolar diseases are complex diseases. As a result, specific measures are needed to encourage the prescribing of generic risperidone and venlafaxine when multiple choices are appropriate. Authorities cannot rely on a "Hawthorne" effect between classes to enhance the use of generics. Measures may include prescribing restrictions for duloxetine. No specific measures planned for AAPs with more multiple-sourced AAPs becoming available.
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Affiliation(s)
- Brian Godman
- Division of Clinical Pharmacology, Karolinska University Hospital Huddinge Stockholm, Sweden ; Mario Negri Institute for Pharmacological Research Milan, Italy ; Prescribing Research Group, University of Liverpool Management School Liverpool, UK
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Araszkiewicz AA, Szabert K, Godman B, Wladysiuk M, Barbui C, Haycox A. Generic olanzapine: health authority opportunity or nightmare? Expert Rev Pharmacoecon Outcomes Res 2012; 8:549-55. [PMID: 20528365 DOI: 10.1586/14737167.8.6.549] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
Pressures to contain pharmaceutical expenditure have led to increased prescribing and dispensing of generic drugs in addition to low prices for generics. Atypical antipsychotics are prescribed for schizophrenia leading to resource pressures with their higher acquisition costs than typical antipsychotics. Drug costs can be reduced once multiple sources are available. However, this must be balanced against possible efficacy, safety and compliance concerns given the high cost of relapses for patients with schizophrenia. Generic clozapine has been launched. There was an increase in relapse rates with early formulations in the USA. However, this has not been the case with more recent formulations. Despite this, there could be patient and physician concerns when additional generic atypicals, such as olanzapine are available, reducing potential savings. A retrospective survey of patients prescribed Zyprexa((R)), generic olanzapine or both, over an extensive period was undertaken in Poland to help address these concerns given the difficulties with conducting randomized clinical trials with generics in complex situations. The survey showed similar effective doses of olanzapine in all groups. Relapse rates were similar in patients before and after switching to generic olanzapine, and no untoward side effects were seen in any patient prescribed generic olanzapine. Consequently, generic olanzapine should be welcomed with savings redirected to improving compliance or funding new premium priced drugs that can reduce relapses in refractory patients. This should give reassurance to health authorities to continue their reforms where pertinent to optimize resources by increasing availability of generics.
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Wladysiuk M, Araszkiewicz A, Godman B, Szabert K, Barbui C, Haycox A. Influence of patient co-payments on atypical antipsychotic choice in Poland: implications once generic atypicals are available. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2011; 9:101-110. [PMID: 21271749 DOI: 10.2165/11318840-000000000-00000] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
INTRODUCTION Despite recent concerns over the effectiveness and safety of atypical antipsychotics compared with first-generation antipsychotics, prescribing of atypical antipsychotics continues to increase. The use of generic atypical antipsychotics is one way to address cost concerns, especially if there are no major differences in outcomes between generic and originator formulations. Market forces do appear to help lower prices if patients have to cover any difference between higher priced generics and originators and the current reference-priced products themselves, which they try to avoid, and if companies strive to gain market share. However, this approach may compromise individualizing atypical choice if reference classes consist of several atypicals between which there are significant co-payment differences. OBJECTIVES First, to assess whether differences in patient co-payment levels between the various atypical antipsychotic formulations alter the atypical formulation prescribed and/or dispensed in practice in Poland. Second, to assess whether market forces in Poland help drive down generic prices in reality as successive generics are launched. Third, to assess the impact of the reduction in reference prices on the overall expenditure on atypicals by the National Health Fund in Poland. METHODS Prescription and reimbursed expenditure data for olanzapine and risperidone were provided by the National Health Fund from 2002 to 2006, although no individual patient data were available. Reimbursement limits for the various presentations of olanzapine and risperidone were based on regulations from the Ministry of Health. RESULTS Analysis of the data showed that the level of patient co-payment appeared to impact on the atypical antipsychotic dispensed, with utilization of olanzapine growing once its co-payment was reduced when generic olanzapine became available. The reverse was seen with risperidone, with only limited growth in utilization when co-payment levels increased.Market forces resulted in a 40% reduction in the reimbursed reference price (based on the defined daily dose) of olanzapine and a 77% reduction for risperidone from 2002 to July 2008. These price reductions helped moderate the growth in atypical expenditure in Poland despite appreciably increased utilization, especially for olanzapine. Continued moderation (or even a reduction) in the growth of expenditure on atypicals is envisaged, despite increasing utilization, as more generic formulations are launched, with further reductions in the reference price for both olanzapine and risperidone. CONCLUSIONS Market forces appear to drive down the prices of generics and originators as more atypical formulations are launched. However, alternative approaches may be needed if significant co-payment differences compromise individualized care.
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Scoriels L, Barnett J, Jones PB. Modafinil for schizophrenia. Hippokratia 2010. [DOI: 10.1002/14651858.cd008661] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Linda Scoriels
- University of Cambridge; Psychiatry; Herchel Smith Building for Brain and Mind Sciences Forvie site, Robinson way Cambridge UK CB2 0SZ
| | - Jennifer Barnett
- University of Cambridge; Psychiatry; Herchel Smith Building for Brain and Mind Sciences Forvie site, Robinson way Cambridge UK CB2 0SZ
| | - Peter B Jones
- University of Cambridge; Pyschiatry; Herchel Smith Building for Brain and Mind Sciences Forvie Site, Robinson Way Cambridge UK CB2 0SZ
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Arranz MJ, de Leon J. Pharmacogenetics and pharmacogenomics of schizophrenia: a review of last decade of research. Mol Psychiatry 2007; 12:707-47. [PMID: 17549063 DOI: 10.1038/sj.mp.4002009] [Citation(s) in RCA: 265] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/22/2023]
Abstract
The last decade of research into the pharmacogenetics of antipsychotics has seen the development of genetic tests to determine the patients' metabolic status and the first attempts at personalization of antipsychotic treatment. The most significant results are the association between drug metabolic polymorphisms, mainly in cytochrome P450 genes, with variations in drug metabolic rates and side effects. Patients with genetically determined CYP2D6 poor metabolizer (PMs) status may require lower doses of antipsychotic. Alternatively, CYP2D6 ultrarapid matabolizers (UMs) will need increased drug dosage to obtain therapeutic response. Additionally, polymorphisms in dopamine and serotonin receptor genes are repeatedly found associated with response phenotypes, probably reflecting the strong affinities that most antipsychotics display for these receptors. In particular, there is important evidence suggesting association between dopamine 2 receptor (D2) polymorphisms (Taq I and -141-C Ins/Del) and a dopamine 3 receptor (D3) polymorphism (Ser9Gly) with antipsychotic response and drug-induced tardive dyskinesia. Additionally, there is accumulating evidence indicating the influence of a 5-HT2C polymorphism (-759-T/C) in antipsychotic-induced weight gain. Application of this knowledge to clinical practice is slowly gathering pace, with pretreatment determination of individual's drug metabolic rates, via CYP genotyping, leading the field. Genetic determination of patients' metabolic status is expected to bring clinical benefits by helping to adjust therapeutic doses and reduce adverse reactions. Genetic tests for the pretreatment prediction of antipsychotic response, although still in its infancy, have obvious implications for the selection and improvement of antipsychotic treatment. These developments can be considered as successes, but the objectives of bringing pharmacogenetic and pharmacogenomic research in psychiatric clinical practice are far from being realized. Further development of genetic tests is required before the concept of tailored treatment can be applied to psychopharmatherapy. This review aims to summarize the key findings from the last decade of research in the field. Current knowledge on genetic prediction of drug metabolic status, general response and drug-induced side effects will be reviewed and future pharmacogenomic and epigenetic research will be discussed.
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Affiliation(s)
- M J Arranz
- Clinical Neuropharmocology, Division of Psychological Medicine, Institute of Psychiatry - King's College, London, UK.
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Moscone F, Knapp M, Tosetti E. Mental health expenditure in England: a spatial panel approach. JOURNAL OF HEALTH ECONOMICS 2007; 26:842-64. [PMID: 17296239 DOI: 10.1016/j.jhealeco.2006.12.008] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/31/2006] [Revised: 10/22/2006] [Accepted: 12/21/2006] [Indexed: 05/13/2023]
Abstract
We empirically investigate the determinants of local authority mental health expenditure in England. We adopt a reduced form demand and supply model, extended to incorporate possible interaction among authorities, as well as unobserved heterogeneity. The model is estimated using an annual panel dataset that allows us to explore both time-series and cross-municipality variation in mental health expenditure. Results are consistent with some degree of interdependence between neighbouring municipalities in spending decisions. This first attempt to apply spatial panels in investigating health expenditure offers insights and raises new questions.
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Affiliation(s)
- Francesco Moscone
- PSSRU, LSE Health and Social Care, London School of Economics, United Kingdom.
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Wolff N, Clark R. Money, innovation, and access: the mental health system in motion. INTERNATIONAL JOURNAL OF LAW AND PSYCHIATRY 2005; 28:457-66. [PMID: 16153711 DOI: 10.1016/j.ijlp.2005.08.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/04/2023]
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