Analysis of under-five mortality by diseases in countries with different levels of development: a comparative analysis

dc.contributor.author Sütçü, Muhammed
dc.contributor.author Güner, Pınar
dc.contributor.author Ersöz, Nur Şebnem
dc.contributor.authorID 0000-0002-8523-9103 en_US
dc.contributor.authorID 0000-0001-5979-0375 en_US
dc.contributor.authorID 0000-0003-3343-9936 en_US
dc.contributor.department AGÜ, Mühendislik Fakültesi, Endüstri Mühendisliği Bölümü en_US
dc.contributor.institutionauthor Sütçü, Muhammed
dc.contributor.institutionauthor Güner, Pınar
dc.contributor.institutionauthor Ersöz, Nur Şebnem
dc.date.accessioned 2024-03-15T11:53:01Z
dc.date.available 2024-03-15T11:53:01Z
dc.date.issued 2023 en_US
dc.description.abstract Objectives: The right to health is critical for children because they are sensitive beings who are more susceptible to disease and health problems. It would be beneficial to compare child mortality rates in countries with different levels of development and to conduct studies to address them by taking into account their causes. This study aims to analyze the situation of developed, developing and least developed countries in terms of causes under-5 child mortality (U5CM) determined by World Health Organization and to identify the similarities or differences of under-five mortality. Methods: Child mortality rates per 1,000 live births between 2000 and 2017 years in between different age groups (0-27 days and 1-59 months) by causes (disease-specific) were obtained from World Health Organization for a total 15 countries including developed, developing and least developed countries. Regression analysis was performed to identify which causes have more impact on child mortality. In addition, the relationship between diseases was calculated using Euclidean distance, and diseases were clustered using k-means clustering algorithm for each country. Results: As a result of mathematical and statistical analysis, it was seen that causes of child mortality have a significant relation with the development level of country where a child was born. Conclusions: It has been observed that the causes of child mortality in countries with different levels of development vary depending on different factors such as geographical conditions, air quality population and access to medicine. en_US
dc.identifier.endpage 664 en_US
dc.identifier.issn 2149-3189
dc.identifier.issue 4 en_US
dc.identifier.startpage 652 en_US
dc.identifier.uri http://doi.org/10.18621/eurj.1073285
dc.identifier.uri https://hdl.handle.net/20.500.12573/2008
dc.identifier.volume 9 en_US
dc.language.iso eng en_US
dc.publisher Prusa Medikal Yayıncılık en_US
dc.relation.isversionof 10.18621/eurj.1073285 en_US
dc.relation.journal The European Research Journal en_US
dc.relation.publicationcategory Makale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı en_US
dc.rights info:eu-repo/semantics/openAccess en_US
dc.subject World Health Organization en_US
dc.subject child mortality en_US
dc.subject Euclidean distance en_US
dc.subject linear regression en_US
dc.subject clustering en_US
dc.title Analysis of under-five mortality by diseases in countries with different levels of development: a comparative analysis en_US
dc.type article en_US

Files

Original bundle

Now showing 1 - 1 of 1
Loading...
Thumbnail Image
Name:
document (4).pdf
Size:
667.64 KB
Format:
Adobe Portable Document Format
Description:
Makale Dosyası

License bundle

Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.44 KB
Format:
Item-specific license agreed upon to submission
Description: