TY - JOUR
T1 - Spatial Modeling of Leprosy Disease in East Java Province with Spatially Varying Regression Coefficients Models
AU - Chotimah, Husnul
AU - Mindra Jaya, I.G.N.
N1 - Publisher Copyright:
© 2022 Indian Journal of Public Health | Published by Wolters Kluwer-Medknow.
PY - 2022/10/1
Y1 - 2022/10/1
N2 - Indonesia ranks third with the most leprosy cases globally. East Java is the province that has the highest leprosy cases. The Provincial Government socialized the East Java Leprosy Eradication Program, which targets a maximum of one leprosy case per 10,000 residents. We propose spatially varying regression coefficients models to evaluate the effects of risk factors on of leprosy cases in East Java, use Geographically Weighted Generalized Poisson Regression and Geographically Weighted Negative Binomial Regression (GWNBR) models. The best models GWNBR categorize municipalities into six groups based on variables that have a significant impact on leprosy cases. The percentage of households with access to adequate sanitation is a significant factor in determining leprosy cases in all municipalities in East Java. We can conclude that clean and healthy living behavior, health facilities, and health workers significantly affect the number of leprosy cases in East Java.
AB - Indonesia ranks third with the most leprosy cases globally. East Java is the province that has the highest leprosy cases. The Provincial Government socialized the East Java Leprosy Eradication Program, which targets a maximum of one leprosy case per 10,000 residents. We propose spatially varying regression coefficients models to evaluate the effects of risk factors on of leprosy cases in East Java, use Geographically Weighted Generalized Poisson Regression and Geographically Weighted Negative Binomial Regression (GWNBR) models. The best models GWNBR categorize municipalities into six groups based on variables that have a significant impact on leprosy cases. The percentage of households with access to adequate sanitation is a significant factor in determining leprosy cases in all municipalities in East Java. We can conclude that clean and healthy living behavior, health facilities, and health workers significantly affect the number of leprosy cases in East Java.
KW - Geographically Weighted Generalized Poisson Regression
KW - geographically Weighted Negative Binomial Regression
KW - leprosy
UR - http://www.scopus.com/inward/record.url?scp=85146620506&partnerID=8YFLogxK
U2 - 10.4103/ijph.ijph_1887_21
DO - 10.4103/ijph.ijph_1887_21
M3 - Article
C2 - 37039182
AN - SCOPUS:85146620506
SN - 0019-557X
VL - 66
SP - 501
EP - 503
JO - Indian Journal of Public Health
JF - Indian Journal of Public Health
IS - 4
ER -