IMPLEMENTATION OF PLS-PM IN KNOWING THE FACTORS THAT INFLUENCE THE INCIDENCE OF TYPHOID FEVER IN PATIENTS IN ANUTAPURA PALU HOSPITAL
Typhoid fever is a multifactorial disease that has factors that can have an impact, including individual characteristics, maternal knowledge, hygiene, and nutritional status. Data on the incidence of typhoid fever involves many variables that cannot be examined directly (latent variables). This stud...
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Universitas Pattimura
2025-07-01
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| Series: | Barekeng |
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| Online Access: | https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/16977 |
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| author | Virga Damayanti Fadjryani Fadjryani Iman Setiawan |
| author_facet | Virga Damayanti Fadjryani Fadjryani Iman Setiawan |
| author_sort | Virga Damayanti |
| collection | DOAJ |
| description | Typhoid fever is a multifactorial disease that has factors that can have an impact, including individual characteristics, maternal knowledge, hygiene, and nutritional status. Data on the incidence of typhoid fever involves many variables that cannot be examined directly (latent variables). This study used secondary data obtained from the medical records of typhoid fever patients at Anutapura Palu Hospital in 2023. One of the statistical methods that can be used to explain the relationship between indicators and latent variables is Partial Least Squares-Path Modeling (PLS-PM). Therefore, this study aims to model the influence of individual characteristics, maternal knowledge, hygiene, and nutritional status on the incidence of typhoid fever in patients at Anutapura Palu Hospital using PLS-PM analysis. The results of the PLS-PM analysis show that individual characteristics and nutritional status have a direct effect on the clinical images, while maternal knowledge and hygiene indirectly affect the clinical images through nutritional status, with a coefficient of determination of 0.828. So, it can be said that nutritional status is able to mediate between individual characteristics, maternal knowledge, and hygiene with the clinical images of typhoid fever. |
| format | Article |
| id | doaj-art-a229b3fa1cf2468590cd59cf832e2d13 |
| institution | Kabale University |
| issn | 1978-7227 2615-3017 |
| language | English |
| publishDate | 2025-07-01 |
| publisher | Universitas Pattimura |
| record_format | Article |
| series | Barekeng |
| spelling | doaj-art-a229b3fa1cf2468590cd59cf832e2d132025-08-20T04:01:48ZengUniversitas PattimuraBarekeng1978-72272615-30172025-07-011931667168010.30598/barekengvol19iss3pp1667-168016977IMPLEMENTATION OF PLS-PM IN KNOWING THE FACTORS THAT INFLUENCE THE INCIDENCE OF TYPHOID FEVER IN PATIENTS IN ANUTAPURA PALU HOSPITALVirga Damayanti0Fadjryani Fadjryani1Iman Setiawan2Department of Statistics, Faculty of Mathematics and Natural Sciences, Universitas Tadulako, IndonesiaDepartment of Statistics, Faculty of Mathematics and Natural Sciences, Universitas Tadulako, IndonesiaDepartment of Statistics, Faculty of Mathematics and Natural Sciences, Universitas Tadulako, IndonesiaTyphoid fever is a multifactorial disease that has factors that can have an impact, including individual characteristics, maternal knowledge, hygiene, and nutritional status. Data on the incidence of typhoid fever involves many variables that cannot be examined directly (latent variables). This study used secondary data obtained from the medical records of typhoid fever patients at Anutapura Palu Hospital in 2023. One of the statistical methods that can be used to explain the relationship between indicators and latent variables is Partial Least Squares-Path Modeling (PLS-PM). Therefore, this study aims to model the influence of individual characteristics, maternal knowledge, hygiene, and nutritional status on the incidence of typhoid fever in patients at Anutapura Palu Hospital using PLS-PM analysis. The results of the PLS-PM analysis show that individual characteristics and nutritional status have a direct effect on the clinical images, while maternal knowledge and hygiene indirectly affect the clinical images through nutritional status, with a coefficient of determination of 0.828. So, it can be said that nutritional status is able to mediate between individual characteristics, maternal knowledge, and hygiene with the clinical images of typhoid fever.https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/16977anutapura palu hospitalcentral sulawesi provincepartial least square-path modelingpath analysistyphoid fever |
| spellingShingle | Virga Damayanti Fadjryani Fadjryani Iman Setiawan IMPLEMENTATION OF PLS-PM IN KNOWING THE FACTORS THAT INFLUENCE THE INCIDENCE OF TYPHOID FEVER IN PATIENTS IN ANUTAPURA PALU HOSPITAL Barekeng anutapura palu hospital central sulawesi province partial least square-path modeling path analysis typhoid fever |
| title | IMPLEMENTATION OF PLS-PM IN KNOWING THE FACTORS THAT INFLUENCE THE INCIDENCE OF TYPHOID FEVER IN PATIENTS IN ANUTAPURA PALU HOSPITAL |
| title_full | IMPLEMENTATION OF PLS-PM IN KNOWING THE FACTORS THAT INFLUENCE THE INCIDENCE OF TYPHOID FEVER IN PATIENTS IN ANUTAPURA PALU HOSPITAL |
| title_fullStr | IMPLEMENTATION OF PLS-PM IN KNOWING THE FACTORS THAT INFLUENCE THE INCIDENCE OF TYPHOID FEVER IN PATIENTS IN ANUTAPURA PALU HOSPITAL |
| title_full_unstemmed | IMPLEMENTATION OF PLS-PM IN KNOWING THE FACTORS THAT INFLUENCE THE INCIDENCE OF TYPHOID FEVER IN PATIENTS IN ANUTAPURA PALU HOSPITAL |
| title_short | IMPLEMENTATION OF PLS-PM IN KNOWING THE FACTORS THAT INFLUENCE THE INCIDENCE OF TYPHOID FEVER IN PATIENTS IN ANUTAPURA PALU HOSPITAL |
| title_sort | implementation of pls pm in knowing the factors that influence the incidence of typhoid fever in patients in anutapura palu hospital |
| topic | anutapura palu hospital central sulawesi province partial least square-path modeling path analysis typhoid fever |
| url | https://ojs3.unpatti.ac.id/index.php/barekeng/article/view/16977 |
| work_keys_str_mv | AT virgadamayanti implementationofplspminknowingthefactorsthatinfluencetheincidenceoftyphoidfeverinpatientsinanutapurapaluhospital AT fadjryanifadjryani implementationofplspminknowingthefactorsthatinfluencetheincidenceoftyphoidfeverinpatientsinanutapurapaluhospital AT imansetiawan implementationofplspminknowingthefactorsthatinfluencetheincidenceoftyphoidfeverinpatientsinanutapurapaluhospital |