Application of Forward and Backward Methods to Determine Factors Effecting Life Expectation in South Tapanuli District

Life expectancy is an indicator used to assess health status. To increase life ex pectancy, of course, cannot be separated from various factors. To find out what factors signif icantly affect life expectancy, the authors use forward and backward methods . The purpose of this method is to reduce one by one the estimating variables that do not have a significant effect on the response variable until the desired estimator equation is obtained. The estimator equation obtained is ˆ Y = 64,186+0,020X1−0,129X2+0,036X5, where X1is the percentage of households with the widest non-soil/timber floor, X2 is the percentage of the population having health complaints during the past month and X5 is the percentage of households with the widest wall being a wall. The magnitude of the variance explained by the estimator was 98.28%, so it can be concluded that the estimator model obtained is good enough to be used as an estimator of life expectancy in South Tapanuli Regency.

Authors

Publication Details

Journal
Journal of Mathematics Technology and Education.
Published
2024-09-30
DOI
https://doi.org/10.32734/jomte.v3i3.10372
Primary Topic
Leadership, Behavior, and Decision-Making Studies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Application of Forward and Backward Methods to Determine Factors Effecting Life Expectation in South Tapanuli District

Muthia Ferliani Balqis, Mery Kristina Sibarani
Journal of Mathematics Technology and Education.
Leadership, Behavior, and Decision-Making Studies
article

Application of Forward and Backward Methods to Determine Factors Effecting Life Expectation in South Tapanuli District

Muthia Ferliani Balqis, Mery Kristina Sibarani
article en

Abstract

Life expectancy is an indicator used to assess health status. To increase life ex pectancy, of course, cannot be separated from various factors. To find out what factors signif icantly affect life expectancy, the authors use forward and backward methods . The purpose of this method is to reduce one by one the estimating variables that do not have a significant effect on the response variable until the desired estimator equation is obtained. The estimator equation obtained is ˆ Y = 64,186+0,020X1−0,129X2+0,036X5, where X1is the percentage of households with the widest non-soil/timber floor, X2 is the percentage of the population having health complaints during the past month and X5 is the percentage of households with the widest wall being a wall. The magnitude of the variance explained by the estimator was 98.28%, so it can be concluded that the estimator model obtained is good enough to be used as an estimator of life expectancy in South Tapanuli Regency.

Journal of Mathematics Technology and Education.Vol. 3(3)
Openalex Percentile: Top 64%
Leadership, Behavior, and Decision-Making Studies
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.