Abstract
This article focuses on the Czech population modeling with the main aim to predict the Alzheimer’s disease patients numbers. We choose a system dynamics as a modeling tool for this phenomenon. The article describes Alzheimer’s disease and its causes, the expected development of the population by 2100, the AD patient’s development, and last but not least the theory of system thinking. The outputs are based on the statistical data analysis and created by a dynamic model, which can simulate the development of the Czech Republic population and the AD patients.
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References
Alzheimer’s Disease & Dementia. http://www.alz.org/alzheimers_disease_what_is_alzheimers.asp
Czech Alzheimer Society, the dementia report 2015. http://www.alzheimer.cz/res/archive/002/000331.pdf?seek=1452679851
General Health Insurance Company of Czech Republic, VZP CR. https://www.vzp.cz/o-nas/aktuality/analyza-nemocnych-s-alzheimerem-pribylo-za-tri-roky-o-22-naklady-se-blizi-miliarde
The official website of the Czech statistical office CZSO. https://www.czso.cz/csu/czso/projekce-obyvatelstva-ceske-republiky-do-roku-2100-n-fu4s64b8h4
Bonabeau, E.: Agent-based modeling: methods and techniques for simulating human systems. Proc. Nat. Acad. Sci. U.S.A. 99(Suppl. 3), 7280–7287 (2002)
Carrillo, M.C.: Leveraging global resources to end the Alzheimer’s pandemic. Alzheimer’s Dement. J. Alzheimer’s Assoc. 9(4), 363–365 (2013)
Forrester, J.W.: Industrial dynamics. J. Oper. Res. Soc. 48(10), 1037–1041 (1997)
Grimm, V., Berger, U., Bastiansen, F., Eliassen, S., Ginot, V., Giske, J., Goss-Custard, J., Grand, T., Heinz, S.K., Huse, G., et al.: A standard protocol for describing individual-based and agent-based models. Ecol. Model. 198(1), 115–126 (2006)
Hampel, H., Prvulovic, D., Teipel, S., Jessen, F., Luckhaus, C., Frolich, L., Riepe, M.W., Dodel, R., Leyhe, T., Bertram, L., et al.: The future of Alzheimer’s disease: the next 10 years. Prog. Neurobiol. 95(4), 718–728 (2011)
Handels, R.L., Wolfs, C.A., Aalten, P., Joore, M.A., Verhey, F.R., Severens, J.L.: Diagnosing Alzheimer’s disease: a systematic review of economic evaluations. Alzheimer’s Dement. 10(2), 225–237 (2014)
Hirsch, G., Homer, J., McDonnell, G., Milstein, B.: Achieving health care reform in the United States: toward a whole-system understanding. In: 23rd International Conference of the System Dynamics Society, pp. 17–21 (2005)
Holmerova, I., Janeckova, H., Niklova, D.: To Help Caregiving Families. 10 edn. Česká alzheimerovská společnost, Praha (2014). Technical report. ISBN 978-80-86541-33-4
Klimova, B., Maresova, P., Valis, M., Hort, J., Kuca, K.: Alzheimer’s disease and language impairments: social intervention and medical treatment. Clin. Interv. Aging 10, 1401 (2015)
Marešová, P., Klimova, B., Kuča, K.: Alzheimers disease: cost cuts call for novel drugs development and national strategy. Ceska a Slovenska farmacie: casopis Ceske farmaceuticke spolecnosti a Slovenske farmaceuticke spolecnosti 64(1–2), 25–30 (2015)
Maresova, P., Klimova, B.: Supporting technologies for old people with dementia: a review. IFAC-PapersOnLine 48(4), 129–134 (2015)
Maresova, P., Mohelská, H., Dolejs, J., Kuca, K.: Socio-economic aspects of Alzheimer’s disease. Curr. Alzheimer Res. 12(9), 903–911 (2015)
Marešová, P., Mohelská, H., Kuča, K.: Economics aspects of ageing population. Procedia Econ. Financ. 23, 534–538 (2015)
Maresova, P., Tomaskova, H., Kuca, K.: The use of simulation modelling in the analysis of the economic aspects of diseases in old age. In: Bilgin, M.H., Danis, H., Demir, E., Can, U. (eds.) Business Challenges in the Changing Economic Landscape - Vol. 1. ESBE, vol. 2/1, pp. 369–377. Springer, Cham (2016). https://doi.org/10.1007/978-3-319-22596-8_26
Mohelska, H., Maresova, P.: Economic and managerial aspects of Alzheimer’s disease in the Czech Republic. Procedia Econ. Financ. 23, 521–524 (2015)
Mohelska, H., Maresova, P., Valis, M., Kuca, K.: Alzheimer’s disease and its treatment costs: case study in the Czech Republic. Neuropsychiatr. Dis. Treat. 11, 2349 (2015)
Nevsimalova, S., Ruzicka, E., Tichy, J.: Neurologie. 1 edn, 368 p. Galén, Praha (2002). Technical report. ISBN 80-7262-160-2
Czech Alzheimer Society: Alzheimers Disease. http://www.alzheimer.cz/alzheimerova-choroba/
Sterman, J.D.: Business Dynamics: Systems Thinking and Modeling for a Complex World, vol. 19. Irwin/McGraw-Hill, Boston (2000)
Tako, A.A., Robinson, S.: The application of discrete event simulation and system dynamics in the logistics and supply chain context. Decis. Support Syst. 52(4), 802–815 (2012)
Tomaskova, H., Kuhnova, J., Kuca, K.: Economic model of Alzheimer’s disease. In: Proceedings of the 25th International Business Information Management Association Conference-Innovation Vision 2020: From Regional Development Sustainability to Global Economic Growth, pp. 7–8 (2015)
Tomaskova, H., Kuhnova, J., Kuca, K.: Ageing and Alzheimer disease - system dynamics model prediction [Alzheimerova choroba a stárnutí populace - predikce s pomocí systémového modelování]. Ceska Slov. Farm. 65, 99–103 (2016)
Tomaskova, H., Kuhnova, J., Cimler, R., Dolezal, O., Kuca, K.: Prediction of population with Alzheimer’s disease in the European union using a system dynamics model. Neuropsychiatr. Dis. Treat. 12, 1589 (2016)
Wimo, A., Jönsson, L., Gustavsson, A., McDaid, D., Ersek, K., Georges, J., Gulacsi, L., Karpati, K., Kenigsberg, P., Valtonen, H.: The economic impact of dementia in europe in 2008-cost estimates from the eurocode project. Int. J. Geriatr. Psychiatry 26(8), 825–832 (2011)
Wolstenholme, E., Monk, D., Smith, G., McKelvie, D.: Using system dynamics to influence and interpret health and social care policy in the UK. In: system dynamics conference, Oxford, UK (2004)
Zgola, J.M.: Successful Care for a Person with Dementia. 1 edn. 232 p. Grada, Praha (2003). Technical report (2003). ISBN 80-247-0183-9
Acknowledgement
This study was supported by the research project The Czech Science Foundation (GACR) 2017 No. 15330/16/AGR Investment evaluation of medical device development run at the Faculty of Informatics and Management, University of Hradec Kralove, Czech Republic.
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Tomaskova, H., Maresova, P., Jun, D., Augustynek, M., Honegr, J., Klimova, B. (2018). Dynamic Modeling of the Czech Republic Population with a Focus on Alzheimer’s Disease Patients. In: Nguyen, N., Hoang, D., Hong, TP., Pham, H., Trawiński, B. (eds) Intelligent Information and Database Systems. ACIIDS 2018. Lecture Notes in Computer Science(), vol 10752. Springer, Cham. https://doi.org/10.1007/978-3-319-75420-8_33
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