In Indonesia, the highest death from cancer in women is cervical cancer and breast cancer. The Indonesian government makes efforts to prevent cervical cancer by conducting early detection targeting women aged 30-50 years which is carried out at every health center in Indonesia. Lampung is one of the provinces with the highest prevalence on the island of Sumatra. The purpose of this study is to model the number of early detection of cervical cancer detections in Lampung Province using the Generalized Linear Model (GLM). This research was conducted using a descriptive quantitative approach. The result of this research is that the negative binomial regression model is used to overcome the case of overdispersion, and two predictor variables that affect the number of cervical cancers are obtained, namely cervical examination (X2) and suspected cancer (X3).

Topics
Educational assessment, Diseases and conditions, Health care, Regression analysis
1.
B.
 
Irawati
 “
Perbandingan Analisis Generalized Poisson Regression (GPR) dan Regresi Binomial Negatif Untuk Mengatasi Overdispersi
”
in J Mat
 
2
(
2
),
13
–
24
(
2012
)
Google Scholar
 
2.
Direktorat P2PTM
.
Deteksi Dini Kanker Serviks dengan IVA - Direktorat P2PTM. Direktorat P2PTM Kemenkes
. Published
2020
. http://p2ptm.kemkes.go.id
3.
PR.
 
Evriarti
,
A.
 
Yasmon
. “
Patogenesis Human Papillomavirus (HPV) pada Kanker Serviks
”
in J Biotek Medisiana Indones
 
8
(
1
),
23
–
32
(
2019
) doi:10.22435/jbmi.v8i1.2580
https://doi.org/10.22435/jbmi.v8i1.2580
Google Scholar
Crossref
Search ADS
 
4.
Y.
 
Wilandari
,
SH.
 
Kartiko
,
AR.
 
Effendie
. “
Estimasi Cadangan Klaim Menggunakan Generalized Linear Model (Glm) Dan Copula
”
in J Gaussian
 
9
(
4
),
411
–
420
(
2020
) doi:
https://doi.org/10.14710/j.gauss.v9i4.29260
Google Scholar
Crossref
Search ADS
 
5.
VM.
 
Santi
,
A.
 
Wiyono
, Sudarwanto. “
Pemodelan Jumlah Kasus Malaria di Indonesia Menggunakan Generalized Linear Model
”
in J Stat dan Apl
 
5
(
1
),
112
–
120
(
2021
) doi:
https://doi.org/10.21009/jsa.05111
Google Scholar
Crossref
Search ADS
 
6.
M.
 
Abdy
. “
Suatu Tinjauan Tentang Generalized Estimating Equation
”
in J Mat Stat dan Komputasi
 
4
(
1
),
19
–
25
(
2007
)
Google Scholar
 
7.
FH.
 
Hamdanah
,
D.
 
Fitrianah
. “
Analisis Performansi Algoritma Linear Regression dengan Generalized Linear Model untuk Prediksi Penjualan pada Usaha Mikra, Kecil, dan Menengah
”
in J Nas Pendidik Tek Inform
 
10
(
1
),
23
(
2021
) doi:
https://doi.org/10.23887/janapati.v10i1.31035
Google Scholar
Crossref
Search ADS
 
8.
A.
 
Solehah
,
M.
 
Fatekurohman
. “
Analisis Ketahanan Hidup Pasien Kanker Paru Menggunakan Regresi Weibull
”
in Indones J Appl Stat
 
1
(
2
),
79
(
2019
) doi:
https://doi.org/10.13057/ijas.v1i2.25276
Google Scholar
Crossref
Search ADS
 
9.
S.
 
Saidi
,
N.
 
Herawati
. “
Modeling with generalized linear model on covid-19 : Cases in Indonesia
”
in … J Electron ….
 
1
(
1
),
25
–
32
(
2021
) http://ejournal.radenintan.ac.id/index.php/IJECS/article/view/9299
Google Scholar
 
10.
Jamilatuzzahro
.,
R.
 
Herliansyah
,
RE.
 
Caraka
.
Aplikasi Generalized Linear Model Pada R
(
2018
)
Google Scholar
 
11.
Pusat Data dan Informasi Kementerian Kesehatan
.
Profil kesehatan Provinsi Lampung Tahun 2019
.
Dinas Kesehatan Pemerintah Provinsi Lampung
(
2019
)
This content is only available via PDF.
© 2022 Author(s).
2022
Author(s)
You do not currently have access to this content.