Open AccessAn analysis of population using Multiple Linear Regression Analysis
Author(s) -
Adityo Cakra Perdana,
Rais Rachman,
Monika Datu Mirring Palinggi
Publication year - 2021
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/1088/1/012091
Subject(s) - metropolitan area , geography , regression analysis , population , socioeconomics , linear regression , demography , demographic economics , statistics , sociology , mathematics , economics , archaeology
Makassar is one of the metropolitan cities located in South Sulawesi Province, the rapid progress of Makassar city makes Makassar as the destination of Eastern Indonesia as a center of education, health, job search and so on. Of course, this led to the emergence of new activity centers or new settlements that led to the rise of travel, resulting in a decrease in the level of road services. The purpose of this study is to analyze the trip generation of residents in the Puri Yuhana Permai housing and Bukit Khatulistiwa housing estates by using variables of the number of family members, the number of family members working, the number of families attending school/college, income, motorcycle ownership and private car ownership. Use the multiple linear regression method SPSS 25.0. The results of the research on each housing estate show that the variables that have a significant effect on the rise of the population journey on the housing of Puri Yuhana Permai and Bukit Khatulistiwa are the number of working (X5) and the number of who attend school (X6). This can be seen in the model of multiple linear regression equations namely Y = 0.202 + 0.570 X5 + 0.501X6 for Puri Yuhana Permai housing. Y = 0.182 + 0.378 X5 + 0.249X6 for Bukit Khatulistiwa housing