Use of a decision support system for benchmarking analysis and organizational improvement of regional mental health care: Efficiency, stability and entropy assessment of the mental health ecosystem of Gipuzkoa (Basque Country, Spain)

被引:4
|
作者
Garcia-Alonso, Carlos R. [1 ]
Almeda, Nerea [2 ]
Salinas-Perez, Jose A. [1 ]
Gutierrez-Colosia, Mencia R. [2 ]
Iruin-Sanz, Alvaro [3 ]
Salvador-Carulla, Luis [4 ]
机构
[1] Univ Loyola Andalucia, Dept Quantitat Methods, Seville, Spain
[2] Univ Loyola Andalucia, Dept Psychol, Seville, Spain
[3] Red Salud Mental Extrahosp Gipuzkoa, Inst Biodonostia, Donostia San Sebastian, Spain
[4] Univ Canberra, Fac Hlth, Hlth Res Inst, Canberra, ACT, Australia
来源
PLOS ONE | 2022年 / 17卷 / 03期
关键词
TECHNICAL EFFICIENCY; SOCIAL CARE; MODEL; MANAGEMENT; SERVICES;
D O I
10.1371/journal.pone.0265669
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Decision support systems are appropriate tools for guiding policymaking processes, especially in mental health (MH), where care provision should be delivered in a balanced and integrated way. This study aims to develop an analytical process for (i) assessing the performance of an MH ecosystem and (ii) identifying benchmark and target-for-improvement catchment areas. MH provision (inpatient, day and outpatient types of care) was analysed in the Mental Health Network of Gipuzkoa (Osakidetza, Basque Country, Spain) using a decision support system that integrated data envelopment analysis, Monte Carlo simulation and artificial intelligence. The unit of analysis was the 13 catchment areas defined by a reference MH centre. MH ecosystem performance was assessed by the following indicators: relative technical efficiency, stability and entropy to guide organizational interventions. Globally, the MH system of Gipuzkoa showed high efficiency scores in each main type of care (inpatient, day and outpatient), but it can be considered unstable (small changes can have relevant impacts on MH provision and performance). Both benchmark and target-for-improvement areas were identified and described. This article provides a guide for evidence-informed decision-making and policy design to improve the continuity of MH care after inpatient discharges. The findings show that it is crucial to design interventions and strategies (i) considering the characteristics of the area to be improved and (ii) assessing the potential impact on the performance of the global MH care ecosystem. For performance improvement, it is recommended to reduce admissions and readmissions for inpatient care, increase workforce capacity and utilization of day care services and increase the availability of outpatient care services.
引用
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页数:18
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  • [1] Changes in mental health system performance: the case of Gipuzkoa (Basque Country, Spain)
    Almeda, Nerea
    Garcia-Alonso, Carlos R.
    Salinas-Perez, Jose A.
    Iruin Sanz, Alvaro
    Salvador-Carulla, Luis
    [J]. INTERNATIONAL JOURNAL OF INTEGRATED CARE, 2019, 19
  • [2] Application of a decision support system for providing better mental health care: the case of the Basque Country (Spain).
    Almeda, N.
    Garcia-Alonso, C.
    Salvador-Carulla, L.
    [J]. EUROPEAN PSYCHIATRY, 2022, 65 : S631 - S631
  • [3] A decision support system for assessing management interventions in a mental health ecosystem: The case of Bizkaia (Basque Country, Spain)
    Garcia-Alonso, Carlos R.
    Almeda, Nerea
    Salinas-Perez, Jose A.
    Gutierrez-Colosia, Mencia R.
    Uriarte-Uriarte, Jose J.
    Salvador-Carulla, Luis
    [J]. PLOS ONE, 2019, 14 (02):
  • [4] Assessment of Relative Technical Efficiency of Small Mental Health Areas in Bizkaia (Basque Country, Spain)
    Almeda, Nerea
    Garcia-Alonso, Carlos
    Salinas-Perez, Jose Alberto
    Gutierrez-Colosia, Mencia R.
    Salvador-Carulla, Luis
    [J]. PROCEEDINGS OF THE 6TH INTERNATIONAL CONFERENCE ON OPERATIONS RESEARCH AND ENTERPRISE SYSTEMS (ICORES), 2017, : 377 - 384
  • [5] Impact of a long-term policy on mental health system performance and stability: the case of Bizkaia (Basque Country, Spain)
    Almeda, Nerea
    Garcia-Alonso, Carlos R.
    Salinas-Perez, Jose A.
    Pereira Rodriguez, Carlos
    Salvador-Carulla, Luis
    [J]. INTERNATIONAL JOURNAL OF INTEGRATED CARE, 2019, 19
  • [6] Use of an operational model of community care to assess technical efficiency and benchmarking of small mental health areas in Spain
    Salvador-Carulla, Luis
    Garcia-Alonso, Carlos
    Gonzalez-Caballero, Juan Luis
    Garrido-Cumbrera, Marco
    [J]. JOURNAL OF MENTAL HEALTH POLICY AND ECONOMICS, 2007, 10 (02): : 87 - 100
  • [7] Use of an operational model of community care to assess technical efficiency and benchmarking of small mental health areas in Spain
    Salvador-Carulla, Luis
    Garcia-Alonso, Carlos
    Gonzalez-Caballero, Juan Luis
    Garrido-Cumbrera, Marco
    [J]. JOURNAL OF MENTAL HEALTH POLICY AND ECONOMICS, 2007, 10 : S34 - S34
  • [8] Use of the self-organising map network (SOMNet) as a decision support system for regional mental health planning
    Younjin Chung
    Luis Salvador-Carulla
    José A. Salinas-Pérez
    Jose J. Uriarte-Uriarte
    Alvaro Iruin-Sanz
    Carlos R. García-Alonso
    [J]. Health Research Policy and Systems, 16
  • [9] Use of the self-organising map network (SOMNet) as a decision support system for regional mental health planning
    Chung, Younjin
    Salvador-Carulla, Luis
    Salinas-Perez, Jose A.
    Uriarte-Uriarte, Jose J.
    Iruin-Sanz, Alvaro
    Garcia-Alonso, Carlos R.
    [J]. HEALTH RESEARCH POLICY AND SYSTEMS, 2018, 16