Towards a Simulator of Integrated Long-Term Care Systems for Elderly People

被引:6
|
作者
Grimaldo, Francisco [1 ]
Orduna, Juan M. [1 ]
Lozano, Miguel [1 ]
Rodenas, Francisco [2 ]
Garces, Jorge [2 ]
机构
[1] Univ Valencia, Dept Informat, Burjassot 46100, Valencia, Spain
[2] Univ Valencia, Polibienestar Inst, Valencia 46022, Spain
关键词
Multi-agent based simulation; long term care; social sustainability; elderly people; HEALTH-CARE; MULTIAGENT SYSTEM; POPULATION; DISCHARGE; SPAIN;
D O I
10.1142/S0218213014400053
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose a simulator for integrated long-term care systems using as a starting point a holistic model of care systems for people that need long term care, the Sustainable Socio-Health Model (SSHM). The implementation of the simulator on the Jason multi-agent platform allows the tool to include the human interactions, preferences, and social abilities that take place between elderly people and the staff of healthcare systems (doctors, social workers and nurses). In addition, the use of this multi-agent platform provides the required scalability for simulating population sizes of different orders of magnitude. The paper shows the model to be implemented in the simulator, the simulator architecture, the types of agents considered, their functionality and the information flow among them. Additionally, it shows the validation of the simulator with real data obtained from empirical studies conducted by the Polibienestar Research Institute in Spain, as well as a performance evaluation that sketches the performance of the simulator when using the centralized Jason infrastructure under different population sizes. Effectively, simulation can provide policy makers with the option of going into a decision theatre and virtually knowing the consequences of different policies prior to determining the real policy to be adopted.
引用
收藏
页数:24
相关论文
共 50 条
  • [1] LONG-TERM CARE OF ELDERLY PEOPLE IN THE NHS
    ANDREWS, J
    [J]. BRITISH MEDICAL JOURNAL, 1993, 306 (6878): : 649 - 649
  • [2] FUTURE OF LONG-TERM CARE OF DEPENDENT ELDERLY PEOPLE
    KELLETT, JM
    [J]. BRITISH MEDICAL JOURNAL, 1991, 303 (6799): : 420 - 420
  • [3] FUTURE OF LONG-TERM CARE OF DEPENDENT ELDERLY PEOPLE
    CONI, NK
    [J]. BRITISH MEDICAL JOURNAL, 1991, 303 (6795): : 190 - 191
  • [4] Gerontological contributions to the care of elderly people in long-term care facilities
    Antonio Coimbra, Vanessa da Silva
    Rosa Andrade Silva, Rose Mary Costa
    Joaquim, Fabiana Lopes
    Pereira, Eliane Ramos
    [J]. REVISTA BRASILEIRA DE ENFERMAGEM, 2018, 71 : 912 - 919
  • [6] Elderly people in long-term institutions: speaking about care
    da Silva Freitas, Adriana Valeria
    Noronha, Ceci Vilar
    [J]. INTERFACE-COMUNICACAO SAUDE EDUCACAO, 2010, 14 (33): : 359 - 369
  • [7] Long-term care for frail elderly people - The On Lok model
    Bodenheimer, T
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 1999, 341 (17): : 1324 - 1328
  • [8] Cause for concern - Autonomy for elderly people in long-term care
    Brocklehurst, J
    Dickinson, E
    [J]. AGE AND AGEING, 1996, 25 (04) : 329 - 332
  • [9] Long-Term Care Needs of the Elderly in Korea and Elderly Long-Term Care Insurance
    Kim, Suk-Hee
    Kim, Deok Hwan
    Kim, Woong Soo
    [J]. SOCIAL WORK IN PUBLIC HEALTH, 2010, 25 (02) : 176 - 184
  • [10] Benchmarking integrated care for people with long-term neurological conditions
    Bernard, Sylvia
    Aspinal, Fiona
    Gridley, Kate
    Parker, Gillian
    [J]. JOURNAL OF INTEGRATED CARE, 2012, 20 (03) : 152 - 163