simple linear regression analysis
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2022 ◽  
Vol 4 (3) ◽  
pp. 683-693
Author(s):  
Reni Ria Armayani Hasibuan ◽  
Anggi Kartika ◽  
Firdha Aigha Suwito ◽  
Lismaini Agustin

This study has the benefit of analyzing the effect of regional gross domestic product on poverty in the city of Medan in 2010-2020. The research method used is a quantitative method with reference to a descriptive approach. The data used is time series data on economic growth and poverty at the Central Statistics Agency (BPS) of Medan City in 2010-2020. Data collection techniques used are journals, book documentation, and previous reports. The technique of analyzing the data uses simple linear regression analysis which is carried out to determine whether the model used is free from deviations from the classical assumption test. The equations obtained from the simple linear regression analysis test Y = 24576.325 – 0.365X and have the understanding that the GRDP variable (X) has a significant effect on Poverty (Y). Obtained a value of R2 (R square) of 0.556 with the understanding that the independent variable, namely GRDP, affects the variable of the poverty level in Medan City by 55.6%. Meanwhile, the remaining 44.4% are influenced by different independent variables and are not included in this study. For this reason, it can be concluded that when GRDP increases, it will have an impact on decreasing the value of Poverty in Medan City, and vice versa. Keywords: Gross Regional Domestic Product; Poverty; Medan city


Owner ◽  
2022 ◽  
Vol 6 (1) ◽  
pp. 508-516
Author(s):  
Joko Sustiyo

Research on the impact of VAT literacy on consumptive behavior has not been studied in Indonesia. Most studies link financial literacy to consumptive behavior. To find out whether VAT literacy has an effect on consumptive behavior, this study uses simple linear regression analysis. The validity and reliability of the questionnaire instrument was confirmed first, which resulted that all questions on the questionnaire were valid and reliable. Then, the classical assumption test was carried out to ensure that the linear regression model was reliable which concluded that the data were normally distributed and there was no heteroscedasticity. Simple linear regression analysis shows that the predictor has a negative and significant effect on the consumptive behavior of Generation Z. The coefficient value of -1.130 indicates that an increase in VAT literacy by 1 point will reduce the consumptive behavior of Generation Z by 1.130 points. In other words, someone who knows and understands the VAT regulations will have the potential to reduce the consumption of goods and services.


2022 ◽  
pp. 1175-1195
Author(s):  
İlke Başarangil ◽  
Emre Altıntaş

The purpose of this research is to examine the effect of variables on the working conditions of national/international chain F&B enterprises on employee motivation. One hundred and sixty-four people working in 11 chain F&B enterprises in Turkey, in Kırklareli province, participated in the survey. The sampling method was used easy sampling for research. The research was conducted by applying survey technique from quantitative research methods. Regression analysis, factor analysis, Mann Whitney U, and Kruskal Wallis analysis were performed in the analysis of the obtained data. As a result of the factor analysis performed, two different components were obtained under working conditions and three different components were obtained in the context of motivational variables. As a result of the simple linear regression analysis performed, it is found that a significant part of the change in the motivation variable depends on the working conditions. Research results are thought to be beneficial to F&B managers.


2021 ◽  
Vol 3 (2) ◽  
pp. 60-66
Author(s):  
Yosi Wit Anggraini ◽  
Piter Joko Nugroho ◽  
Teti Berliani

Abstrak: Tujuan Penelitian ini untuk mengetahui pengaruh kepemimpinan terhadap kinerja pegawai Dinas Pendidikan Provinsi Kalimantan Tengah. Populasi dalam penelitian ini adalah seluruh pegawai ASN sejumlah 156 orang. Melalui teknik Proportional Random Sampling dan rumus Slovin ditetapkan sampel sejumlah 61 orang. Teknik pengumpulan data dalam penelitian ini menggunakan angket (kuisioner). Data diolah dan dianalisis menggunakan analisis regresi linier sederhana menggunakan SPSS 20. Hasil penelitian menunjukkan bahwa kepemimpinan berpengaruh positif dan signifikan terhadap kinerja pegawai Dinas Pendidikan Provinsi Kalimantan Tengah. Pengaruh variabel kepemimpinan terhadap variabel kinerja pegawai adalah sebesar 38,1%; sedangkan sisanya 61,9% dipengaruhi oleh variabel lain yang tidak diteliti. Abstract: The purpose of this study was to determine the effect of leadership on the performance of the employees of the Central Kalimantan Provincial Education Office. The population in this study were all 156 ASN employees. Through the Proportional Random Sampling technique and the Slovin formula, a sample of 61 people was determined. Data collection techniques in this study using a questionnaire. The data were processed and analyzed using simple linear regression analysis using SPSS 20. The results showed that leadership had a positive and significant effect on the performance of the Central Kalimantan Provincial Education Office. The influence of the leadership variable on the employee performance variable is 38.1%; while the remaining 61.9% is influenced by other variables not examined.


2021 ◽  
Vol 3 (1) ◽  
pp. 35-44
Author(s):  
Lilis Saidah Napisah ◽  
Vania Rakhmadhani

This study aims to determine how much influence the management accountability of village fund allocation affects community welfare in Cibodas village, Solokan Jeruk district, Bandung regency. The independent variable in this study is the management accountability of village fund allocation, while the dependent variable is community welfare. The method used in this research is the descriptive quantitative method. The population in this study was the Cibodas village community. The method used in determining the sample was the purposive sampling method. The data in this study were collected through a questionnaire analyzed using simple linear regression analysis. This study shows that the management accountability of village fund allocation influences the community welfare in Cibodas village, Solokan Jeruk district, Bandung regency.


2021 ◽  
Author(s):  
Alexander Djuang Papay

It was identified that the number of divorce cases that happened in Netherlands on 2019 has increased up to 51.4%. The statistical data on divorce cases become the indicator of this research, which is focusing on analyzing the effect of pastoral care towards family wholeness in churches under BKUKIN. This research is using purposive sampling and analyzing 62 questionnaires that were distributed to church congregations under BKUKIN. Simple linear regression analysis become the data analysis method of this research along with pastoral care that identified as independent variable and family wholeness as the dependent variable. Reliability and validity analysis were done to analyze the research data. Hypotheses testing such as linearity test, normality test and heterokedasticity test were done as a requirement for simple linear regression analysis. The outcome of this research shows that pastoral care plays a positive significant effect on family wholeness (P=<0.05). Y = 32,341 + 0,732 X is equation of simple linear regression in this research. Based on the simple linear regression equation, it was found that the regression coefficient (b) is 0.732 which indicates that there is an addition one unit of pastoral care level that increase the number of family wholeness with 0.732 unit. The coefficient of determination shows that 25.5% of pastoral care has effectedChristian family wholeness in churches under BKUKIN. Meanwhile, the other 74.5% of family wholeness is affected by otherThere are some possible reasons on this matters that include the lack of family counselling for married couples, children, teenagers and young adults; lack on pre-marital counselling; r permit between unmarried couple/people to legally live together; and the separation of church life from personal life. The recommendation on the outcome of this research is that family counselling should begin at teenage stage of adolescents by providing information and lessons on family preparation as well as the usage of online technology to carry out pastoral care with the theme of family wholeness and the involvement of prayer elementin every pastoral care.


2021 ◽  
Vol 23 (1) ◽  
pp. 30-36
Author(s):  
Untung Subarkah ◽  
Hera Widyastuti ◽  
Catur Arif Prastyanto

In Operational  Area  8 Surabaya there are several railway lines, one of which is the Wonokromo - Mojokerto line. This lane has a fairly heavy train traffic frequency including the connecting lane south. This will affect the quality of roads on the Wonokromo - Mojokerto line. To assess damage to a railroad seen from several aspects in the structure of the railroad. These aspects are the structure of the railroad, the structure of the railroad and the geometrical structure of the railroad. In Indonesian railways, the railroad uses railroad geometry consisting of several parameters (track gauge, cant, longitudinal level, and lateral level.) as a basis for assessing railroad quality. In this study will analyze the structure of the railroad under the thickness of the ballast to the Track Quality Index (TQI). In this study using a simple linear regression analysis to determine the variation of the thickness of the ballast to TQI. From the results of the analysis conducted, obtained thickness changes that occur in ballast that affect the value of the Track Quality Index (TQI). Where the greater ballast, the greater the value of TQI.


2021 ◽  
Vol 7 (1) ◽  
pp. 147
Author(s):  
Yasir Arafat ◽  
Tri Darmawati ◽  
Harridlil Mukminin

The purpose of this study was to determine the effect of interpersonal communication and the work environment on employee performance in Bappeda Palembang. The sample was 40 employees in Bappeda  Palembang. The survey for this study is based on 40 workers as respondents. Data were gathered and organized into a list of questions. The spss for Windows version 22 was used to analyze the outcomes using simple linear regression analysis, multiple linear regression analyses, t-tests, and f-tests. The interpersonal communication has a partially negative and insignificant effect on employee performance, work environment has a positive and significant effect on employee performance. Furthermore, obtained interpersonal communication as well as the workplace environment have a significant impact on employee performance.


2021 ◽  
Vol 6 (1) ◽  
pp. 270
Author(s):  
Muhammad Emil ◽  
Diky Achmad Riandi

This study aims to measure the influence of compensation on employee performance at PT. Matahari Department Store Lippo Plaza Jambi. This study also aims to determine whether the effect of compensation on performance and how much influence compensation on employee performance at PT. Matahari Department Store Lippo Plaza Jambi. This study uses quantitative methods with simple linear regression analysis methods, t test, coefficient of determination, and is assisted by the SPSS 23 program. The types of data used in this study are primary and secondary data, and data is obtained through distributing questionnaires using the help of Google Forms as a questionnaire tool and literature study related to research. The results of simple linear regression analysis Y = 0.803 + 0.700x + e in the partial test, it was found that the Compensation value was 0.000 less than the significance level of 0.5, meaning that compensation had an effect on performance. The magnitude of the effect of compensation on performance is evidenced by the regression coefficient and the result is 0.482. From the regression coefficient analysis, the magnitude of the influence was 48.2%, while the remaining 51.8% was influenced by other variables outside of this study. And it can be concluded based on statistical tests through tcount > ttable with tcount 7.779 while ttable 1.99714, so Ho is rejected Ha accepted, there is a significant influence between the compensation variable on performance.


2021 ◽  
Vol 23 (1) ◽  
pp. 1-7
Author(s):  
Hamzah Nazarudin ◽  
Herybertus M. L. Geto

The purpose of this study was to determine the role of the AXIS card product brand image on the buying interest of students at the Kupang State Polytechnic.The population and sample in this study were students of Kupang State Polytechnic who were interested in using the AXIS Card productand have characteristics according to research needs that can be used as respondents, The sampling technique used was nonprobability sampling.The data were collecte thorugh questionnaire. Technique for analyzing data was simple linear regression analysis. The writer collected data by spreading questionnaires to 45 students of Kupang State Polytechnic. Based onthe simple linear regression analysis, it is known that the equation was Y=4.378 + 0.589X therefore there is a positive influence between brand image and purchase intention. r square was 0.513 or it has influence of 51.3% on consumers’ purchase intention. Then, the result of hypothesis test showed that t count ≥ t table, it means that brand image influenced positively and significantly on purchase intention, with thesignificant value was 0.00 smaller than 0.05 so the relationship between brand image and consumers’ purchase intention was significant.


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