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Title:Architecture of the health system as an enabler of better wellbeing
Authors:ID Jagrič, Timotej (Author)
ID Bojnec, Štefan (Author)
ID Brown, Christine Elisabeth (Author)
ID Jagrič, Vita (Author)
Files:.pdf Jagric-2023-Architecture_of_the_health_system.pdf (3,01 MB)
MD5: 521803419DF943EAFF48B49B700FBED2
 
URL https://doi.org/10.4415/ANN_23_02_08
 
Language:English
Work type:Scientific work
Typology:1.01 - Original Scientific Article
Organization:EPF - Faculty of Business and Economics
Abstract:ntroduction: Health systems worldwide have heterogenous capacities and financing characteristics. No clear empirical evidence is available on the possible outcomes of these characteristics for population wellbeing. Aim: The study aims to provide empirical insight into health policy alternatives to support the development of health system architecture to improve population wellbeing. Method and results: We developed an unsupervised neural network model to cluster countries and used the Human Development Index to derive a wellbeing model. The results show that no single health system architecture is associated with a higher level of population wellbeing. Strikingly, high levels of health expenditure and physical health capacity do not guarantee a high level of population wellbeing and different health systems correspond to a certain wellbeing level. Conclusions: Our analysis shows that alternative options exist for some health system characteristics. These can be considered by governments developing health policy priorities.
Keywords:population wellbeing, health system capacity, public health system, health policy, neural network
Publication status:Published
Publication version:Version of Record
Submitted for review:21.12.2022
Article acceptance date:27.04.2023
Publication date:14.06.2023
Publisher:Istituto poligrafico dello stato
Year of publishing:2023
Number of pages:Str. 149-158
Numbering:Letn. 59, Št. 2
PID:20.500.12556/DKUM-89547 New window
UDC:614.2
ISSN on article:2384-8553
COBISS.SI-ID:155722755 New window
DOI:10.4415/ANN_23_02_08 New window
Publication date in DKUM:19.07.2024
Views:186
Downloads:8
Metadata:XML DC-XML DC-RDF
Categories:Misc.
:
JAGRIČ, Timotej, BOJNEC, Štefan, BROWN, Christine Elisabeth and JAGRIČ, Vita, 2023, Architecture of the health system as an enabler of better wellbeing. Annali dell’Istituto superiore di sanità [online]. 2023. Vol. 59, no. Št. 2, p. 149–158. [Accessed 21 January 2025]. DOI 10.4415/ANN_23_02_08. Retrieved from: https://dk.um.si/IzpisGradiva.php?lang=eng&id=89547
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Record is a part of a journal

Title:Annali dell'Istituto superiore di sanità
Shortened title:Ann. Ist. super. sanità
Publisher:Istituto poligrafico dello stato
ISSN:2384-8553
COBISS.SI-ID:525423897 New window

Licences

License:CC BY-NC-ND 4.0, Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International
Link:http://creativecommons.org/licenses/by-nc-nd/4.0/
Description:The most restrictive Creative Commons license. This only allows people to download and share the work for no commercial gain and for no other purposes.
Licensing start date:14.06.2023

Secondary language

Language:Slovenian
Keywords:dobro počutje prebivalstva, zmogljivost zdravstvenega sistema, sistem javnega zdravja, zdravstvena politika, nevronska mreža


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