Modeling of Regency/City Unemployment Rates in Java Island Using Multilevel Binary Logistic Regression

Multilevel binary logistic regression analysis is a development of logistic regression for hierarchical data structures. Hierarchical data is data from a population that has levels. This research examines the relationship model of Life Expectancy, Mean Years of Schooling, Expected Years of Schooling, Regency/City Minimum Wage as explanatory variables at level 1 (Regency) and Gross Regional Domestic Income (GRDP) as an explanatory variable at level 2 (Provincial) against Unemployment Rate (UR) as a response variable. The research results show that Life Expectancy and Minimum Wage at level 1 and GRDP at level 2 have a significant influence on district/city TPT on Java Island in 2022

Authors

Publication Details

Journal
Jurnal Matematika Statistika dan Komputasi
Published
2024-09-15
DOI
https://doi.org/10.20956/j.v21i1.35584
Primary Topic
Grey System Theory Applications
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Modeling of Regency/City Unemployment Rates in Java Island Using Multilevel Binary Logistic Regression

Anang Kurnia, Dhea Dewanti, Kristuisno Martsuyanto Kapiluka, Ajeng Bita Alfira et al.
Jurnal Matematika Statistika dan Komputasi
Grey System Theory Applications
article

Modeling of Regency/City Unemployment Rates in Java Island Using Multilevel Binary Logistic Regression

Anang Kurnia, Dhea Dewanti, Kristuisno Martsuyanto Kapiluka, Ajeng Bita Alfira, Febryna Sembiring
article en

Abstract

Multilevel binary logistic regression analysis is a development of logistic regression for hierarchical data structures. Hierarchical data is data from a population that has levels. This research examines the relationship model of Life Expectancy, Mean Years of Schooling, Expected Years of Schooling, Regency/City Minimum Wage as explanatory variables at level 1 (Regency) and Gross Regional Domestic Income (GRDP) as an explanatory variable at level 2 (Provincial) against Unemployment Rate (UR) as a response variable. The research results show that Life Expectancy and Minimum Wage at level 1 and GRDP at level 2 have a significant influence on district/city TPT on Java Island in 2022

Jurnal Matematika Statistika dan KomputasiVol. 21(1)
Openalex Percentile: Top 80%
Grey System Theory Applications
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Modeling of Regency/City Unemployment Rates in Java Island Using Multilevel Binary Logistic Regression — Anang Kurnia, Dhea Dewanti, et al. · Jurnal Matematika Statistika dan Komputasi (2024) | TGRS Research Map | TGRS