Linear Regression Analysis Method Research Articles

The Influence of Leadership Style, Work Facilities, and Salary on Employee Motivation

This study aims to analyze the influence of leadership style, technology-based work facilities, and salary systems on employee work motivation at PT. Elektrindo Sarana Abadi. In a volatile economy, companies must maintain the stability and sustainability of their operations. The workforce is a key element in achieving organizational goals, and an adaptive leadership style, adequate work facilities, and a fair compensation system greatly influence work motivation. This study uses a quantitative approach with the Multiple Linear Regression Analysis method using SmartPLS ver.4. The research sample consisted of 100 respondents who were employees of PT. Elektrindo Sarana Abadi. The study results show that digital leadership style, work facilities, and salary significantly influence employee work motivation. Simultaneously, these three variables also have a significant effect on work motivation. These findings underscore the importance of developing leadership training programs to improve managerial skills and employee motivation, periodic audits and improvements to work facilities, and adjustments to salary structures and incentive systems so employees feel financially valued. In addition, implementing a regular performance evaluation system and the use of feedback from employees for continuous improvement are highly recommended. The study concludes that flexible and adaptive leadership approaches, adequate work facility support, and a fair compensation system are crucial in increasing employee motivation in an increasingly technology-connected work environment. Further research is suggested to explore other factors influencing work motivation and expand the research object to different industry contexts.

Statistical analysis of work-life balance and job satisfaction: an empirical study of female employees in the cigarette industry

The concept of work-life balance has become increasingly popular in recent years. The demands of dedicating oneself to work, managing household responsibilities, and fulfilling non-work obligations have led many modern workers to adopt work-life balance strategies to harmonize their professional and personal lives. This study aims to analyze the effect of work-life balance on job satisfaction among female employees at Pitoe Cigarette Factory, Trenggalek. The research employed a simple linear regression analysis method, using data collected from questionnaires completed by 95 female employees as samples. The results of the simple linear regression test indicated a positive relationship between work-life balance and job satisfaction, with a p-value of 0.000, which is less than the significance threshold of 0.05. This finding demonstrates that improved work-life balance can contribute to increased job satisfaction among female employees. The coefficient of determination (R²) was found to be 0.413, indicating that 41.3% of the variation in job satisfaction is explained by work-life balance. Furthermore, the study revealed that both work-life balance and job satisfaction levels were categorized as moderate, suggesting the need for greater attention to managing the balance between work and personal life. These findings are expected to provide insights for Pitoe Cigarette Factory management and other companies in designing policies that support work-life balance, ultimately enhancing job satisfaction and productivity among female employees.

Pengaruh Penerimaan Pajak Kendaraan Bermotor, Denda Pajak, dan Bea Balik Nama Kendaraan Bermotor terhadap Pendapatan Asli Daerah Kabupaten Deli Serdang

The purpose of this study was to determine the effect of Motor Vehicle Tax, Tax Fines and Motor Vehicle Transfer Fees on the Original Regional Income of Deli Serdang Regency, and to analyze the effect of Motor Vehicle Tax, Tax Fines and Motor Vehicle Transfer Fees together on the Original Regional Income of Deli Serdang Regency in 2019-2022 in monthly. The data collection technique used in this study was a documentation study. This study used multiple linear regression analysis methods. The results of the study showed that Motor Vehicle Tax had an effect on the Original Regional Income of Deli Serdang Regency, Tax Fines had a significant effect on the original regional income of Deli Serdang Regency and Motor Vehicle Transfer Fees had no effect on the Original Regional Income of Deli Serdang Regency. Motor Vehicle Tax, Tax Fines and Motor Vehicle Transfer Fees together had an effect on the Original Regional Income of Deli Serdang Regency. Motor Vehicle Tax, Tax Fines and Motor Vehicle Transfer Fees have a strong relationship to Regional Original Income, which is 0.814, or Motor Vehicle Tax, Tax Fines and Motor Vehicle Transfer Fees to Regional Original Income of Deli Serdang Regency, which is 81.4% while the remaining 18.6% is influenced by other factors not included in this study.

Relationship Between Product Sales and Advertising Investment Based on Linear Regression Analysis and Discussion on the Best Advertising Strategy

In today's competitive business landscape, companies seek to optimize marketing strategies, with advertising investment significantly impacting product sales. However, identifying the most effective advertising plan is complex. This paper examines the relationship between product sales and advertising investment using linear regression analysis. By collecting data and establishing a linear regression model, it aims to identify the optimal advertising strategy for maximizing product sales. This paper mainly discusses the relationship between product sales and advertising investment by using linear regression analysis method. Through the data collection, the linear regression model establishment and analysis, it aims to determine the best advertising scheme to achieve the maximum sales of products. The research thoroughly details the principles of linear regression analysis, covering data collection, model development, and validation. It discusses advertising strategies based on model results, using case studies for analysis. The text presents relevant data and variables, with visuals to demonstrate practical applications of linear regression equations and their derivations, laying a foundation for enterprise advertising recommendations.

The Impact of Loan Amount and Interest Rates on Micro MSME Sales Growth

Micro MSMEs are the backbone of the economy. This study analyzes the effect of the amount of bank loans on the sales growth of micro MSMEs. Using a simple linear regression analysis method, this study shows that an increase in the amount of loans significantly contributes to the sales growth of micro MSMEs. These results emphasize the importance of wider credit access for micro MSMEs to support their sales growth. This study also indicates that changes in interest rates do not have a significant effect on the sales growth of micro MSMEs. The policy implications of these findings are the need for more inclusive and affordable financing programs for micro MSMEs, as well as increasing their access to various alternative funding sources.

Pengaruh Profitabilitas dan Nilai Perusahaan Terhadap Harga Saham pada Perusahaan Sektor Pertambangan

The study aimed to discover how profitability and firm value affect stock princes based on a case study on mining sector companies listed on the Indonesia Stock Exchange in 2020-2023. The rasios used in the company’s financial statements are profitability and the firm value in the form of Return Of Asset And Tobin’s Q. The results of this report become a guidebook for investors in assessing the company and affecting the company’s stock price. This study used a quantitative approach with multiple linear regression analysis methods. The sampling technique in this study used purposive sampling with a population of 24 companies and 96 data on mining sector companies thet meet the criteria as a sample. The data colletion technique in this study used secondary data from financial statements published by mining sector companies listed on the Indonesia Stock Exchange (IDX). Based on partial analysis, profitability has a positive and significant effect on the stock price, and the firm value has a positive and significant effect on the stock price. Simultaneously, profitability and firm value affect stock price.

Modeling the determinants of unemployment in North Sumatra, Indonesia

This research aims to determine the influence of GRDP, Education, and Labor Force Participation Level (TPAK) on the unemployment rate in North Sumatra Province, both partially and simultaneously. This research uses data from 2007-2021 obtained through the Central Statistics Agency (BPS). This research uses time series data with multiple linear regression analysis methods using the E-Views version 12 application. The results of this research state that the GRDP variable has a negative and significant effect on unemployment with a coefficient value of - 0.235546. The education variable also has a negative and significant influence on unemployment with a coefficient value of -0.262346 . The Labor Force Participation Level (TPAK) variable also has a negative and significant impact on unemployment in North Sumatra province with a coefficient value of -0.304335. The results of the coefficient of determination state that the GRDP, Education and TPAK variables influence unemployment by 79.07% while the remaining 20.93% is influenced by other variables outside this research.

The Influence of Credit Risk, Liquidity Risk and Capital Adequacy on Financial Performance in the Conventional Banking Sector Listed on the Indonesian Stock Exchange for the 2021-2023 Period

This research aims to examine the influence of credit risk, liquidity risk and capital adequacy on financial performance in the conventional banking sector listed on the Indonesian Stock Exchange for the 2021-2023 period. The sampling technique used in this research is Purposive Sampling. The population in this study was 42 companies and 38 companies met the requirements to be the sample. The type of data used in this research is secondary data and multiple linear regression analysis methods. Credit Risk is measured using Non Performing Loans. Liquidity Risk is measured using the Loan to Deposit Ratio. Capital Adequacy is measured using the Capital Adequacy. The financial performance of banking companies is measured using Return On Assets. The Classical Assumption Test states that the data in this study are normally distributed and produce a regression model that is free from multicollinearity, heteroscedasticity and autocorrelation. Based on the partial test analysis, the results obtained are : (1) Credit Risk has a positive and significant effect on Financial Performance. (2) Liquidity Risk has a positive and significant effect on Financial Performance. (3) Capital Adequacy has no significant effect on Financial Performance. And the results of the F Test in this research show that Credit Risk, Liquidity Risk and Capital Adequacy simultaneously influence Financial Performance. The findings in this research have implications for banking companies to pay careful attention to financial management in order to obtain maximum profits.

The Influence of Learning Motivation, Learning Discipline, and Family Environment on Students' Academic Performance

This study is driven by the issue of suboptimal student academic performance, primarily due to students' limited ability to comprehend lessons effectively. The purpose of this study is to identify and analyze the influence of learning motivation, learning discipline, and the family environment on students' academic performance at State Junior High School 10 Pangkalpinang. This research is classified as descriptive research and utilizes a quantitative approach. The sample consisted of 184 respondents selected through the census sampling technique. Data were analyzed using the multiple linear regression analysis method. The results indicate that learning motivation, learning discipline, and the family environment each have a positive and significant effect on the academic performance of students at State Junior High School 10 Pangkalpinang. Furthermore, the simultaneous test results demonstrate that learning motivation, learning discipline, and the family environment collectively have a positive and significant impact on students' academic performance.

Analisis Uji Pengaruh Karakteristik Pekerjaan, Kepuasan Kerja Karyawan dan Budaya Organisasi Terhadap Komitmen Organisasi pada Perusahaan Logistik Pelabuhan

Getting skilled human resources is not easy because of the increasingly tight competition, so it requires commitment for the company. In a port logistics company in Surabaya, there was a decrease in the number of employees due to early retirement. In addition, the increase in the number of management work plans caused an unbalanced workload. So that it causes work stress in employees. This study aims to analyze the influence of job characteristics, employee job satisfaction, and organizational culture on organizational commitment in a port logistics company in Surabaya. This study used a multiple linear regression analysis method with the help of SPSS 26. The number of respondents was 81 company employees. The results of this study indicate that job characteristics, job satisfaction, and organizational culture have a positive and significant effect on organizational commitment both partially and simultaneously. The coefficient of determination (R2) produced is 0.521, which means that the independent variable explains 52.1% of the variability of organizational commitment, while the remaining 47.9% is influenced by other variables outside this study. So it can be concluded that in this study there is an increase in job characteristics that are in accordance with employee abilities, high job satisfaction, and a supportive organizational culture can increase organizational commitment.

Peran Kecemasan dengan Prokrastinasi Akademik Pada Mahasiswa Psikologi yang Sedang Menempuh Skripsi

The aim of this research is to see how big a role anxiety plays in influencing procrastination. The sample for this research was 157 Psychology students at Brawijaya University who were working on their thesis using the correlational method and research sampling was carried out using convenience sampling with predetermined criteria. The measuring instruments used are the Anxiety Symptoms Questionnaire to measure anxiety and the Thesis Writing Procrastination Scale (TWPS) to measure academic procrastination. Research analysis was carried out using a simple linear regression analysis method to obtain final quantitative analysis results. The results of the research state that there is a role of anxiety in academic procrastination in Brawijaya University psychology students who are working on their thesis. The results of the study show that there is a positive influence of anxiety on procrastination in students who are working on their thesis with a significance of 0.001 (<0.05) and R² 0.63

The Effect of Human Rights and Organizational Virtue Levels in Sports on Personnel Empowerment

This study aimed to determine the relationship between human rights in sports and organisational virtuousness levels of academicians working in the field of sports sciences and staff empowerment. The study group of the research consisted of a total of 335 participants (63 females and 272 males) working in various universities of Turkey. To determine the current situation, the model of the research is a relational survey method. In this study, Human Rights Attitude Scale in Sport (HRASS) developed by Sadık (2014), Organisational Virtuousness Scale (OVS) developed by Cameron et al., (2004) and adapted into Turkish by Erkmen and Esen (2012), and Employee Empowerment Scale (EES) developed by Spreitzer (1995) and adapted into Turkish by Sürvegil et al., were used as data collection tools. In the analysis of the data, T-Test, Post Hoc Test, One-way ANOVA, Pearson Correlation and Linear Regression Analysis methods were used in addition to descriptive statistics on data with thinned normality distribution. As a result of the analysis, it was determined that the participants' Human Rights Attitudes in Sports, Organizational Virtue, and Employee Empowerment levels were above the average scores. Considering the average scores of the participants, it can be stated that the results are supported by the literature. In addition to a low positive significant relationship between HRASS and OVS, a moderate positive relationship was found between HRASS and EES. Additionally, a low-level positive relationship was detected between the participants' OVS and EES. A statistically significant relationship was detected between HRASS, OVS and EES, and it was determined that human rights and organizational virtue in sports had a 15% explanation power of employee empowerment. As a result, it can be stated that academicians' human rights in sports and organizational virtuousness levels positively affect employee empowerment.

The Role of Financial Performance in Mediating ESG and Institutional Ownership Structure on Firm Value in Indonesia

<p class="bdabstract">The decline in Initial Public Offering (IPO) value in terms of fundraising quality, the decline in the number of daily active investors, and the weak Composite Stock Price Index (IDX Composite) in 2022 are year-end notes that need to be highlighted. The main objective of this study is to examine how ESG practices and institutional ownership structure affect firm valuation, specifically exploring whether financial performance acts as a mediator. This study focuses on companies in various sectors listed on the Indonesia Stock Exchange in 2022 that have implemented the Environmental, Social, and Governmental (ESG) framework. This study involves 79 companies on the Indonesia Stock Exchange (IDX) implementing the ESG framework. Data analysis uses multiple linear regression and path analysis methods. The results of hypothesis testing, including the t-test and Sobel test, show that ESG practices and institutional ownership structure significantly affect financial performance. However, these variables do not show a significant impact on company valuation. Furthermore, the study concluded that financial performance does not mediate the relationship between ESG practices, institutional ownership structure, and firm value.</p>

Influence of Production Factors and Dummy Partnerships on Broiler Poultry Production

Livestock activities are animal cultivation activities to obtain profits, one of which is obtained through increasing production. This research aims to analyze the influence of production factors, namely land size, capital, chicken seeds or DOC, feed, medicines, labor, cost of electricity, and partnership patterns, on broiler poultry production. The method used in the research is the linear regression analysis method using the Douglas production function. This study was conducted in North Tarakan District, Tarakan City, North Kalimantan. The research respondents were 30 broiler poultry breeders selected using a quota sampling technique consisting of independent and partner chicken breeders. The analysis results are as follows: 1) production factors that significantly affect broiler poultry production are chicken seeds (DOC) and feed. Meanwhile, production factors such as cage area, capital, labor, and electricity do not significantly influence broiler poultry production. 2) Dummy partnership patterns do not significantly affect broiler poultry production. However, in this case, study, the advantage that breeders get by partnering with plasma companies is that breeders get convenience in providing seeds (DOC), feed, medicines, and certainty of marketing by partners. Breeders get material and counseling for administering vaccines, disease prevention techniques, and medicines from partners. Stated that providing training and extension services has the potential to increase chicken productivity. While the disadvantage is possible losses from entering into a partnership, including that chicken breeders are not free to sell their production to other places if the price of chicken rises.

The Effect on Financial Literacy, Intrinsic Motivation, ICT Knowledge, and Goverment Stimulus on the Readiness for Digitalization of Micro and Small Enterprises in Sumenep Regency

The purpose of this study was to determine the effect of independent variables, namely financial literacy, intrinsic motivation, ICT knowledge, and government stimulus, on the dependent variable of digitalization readiness of micro and small enterprises. This study uses quantitative methods of multiple linear regression analysis with the help of SPSS version 25. The population of this study, namely micro and small business actors in Sumenep Regency, Sample determination using the purposive sampling technique, namely in determining the right sample based on certain criteria and considerations, and samples that match the criteria can be processed. The findings of this study indicate that financial literacy has no effect on the readiness of digitalization of micro and small enterprises. Intrinsic motivation has no effect on the readiness of digitalization of micro and small enterprises. While ICT knowledge affects the digitalization readiness of micro and small enterprises, government stimulus affects the digitalization readiness of micro and small enterprises.

The Impact of Contract Changes on Construction Project Implementation Based On Contractor Perceptions in Indonesia

A construction contract is an agreement between service providers and service consumers for the execution of construction work, and those who violate it face penalties. Based on the opinions of contractors, this study attempts to ascertain how contract differences affect the execution of building projects. Both qualitative (field data gathering) and quantitative (basic linear regression analysis) methods are employed. The findings demonstrated that the significant value is 0.008 <0.05, which is based on the regression test results derived from the questionnaire data. Therefore, this suggests a positive relationship between variables X (factors influencing changes in construction contracts) and Y (impacts on construction projects).

DETERMINAN HARGA SAHAM PADA PERUSAHAAN ASING YANG ADA DI INDONESIA

This research aims to determine the effect of Return On Assets (ROA) and Return On Equity (ROE) on share prices in foreign companies in Indonesia for the period 2020 - 2023. The data used in this research is secondary data. This research uses quantitative associativity. This research uses multiple linear regression analysis methods and hypothesis testing with the t test and f test. The tool used is the SPSS version 22 program. The results of the research are (1) The first hypothesis, the results of partial testing (t test) between the return on assets variable (X1) and the stock price variable (Y) shows a t-count value of 2.148 and a significant value of 0.034 < 0.05, this shows that return on assets has a positive and significant effect on stock prices, so (H1) is accepted. (2) The second hypothesis, the results of the partial test (t test) between the Return On Equity variable (X2) and the share price variable (Y) shows a t-count value of 2.009 and a significant value of 0.047 < 0.05, it can be concluded that Return On Equity has a positive and significant effect on share prices, so (H2) is accepted. (3) The third hypothesis from the results of multiple linear regression coefficient analysis (F test) can be seen that the calculated F-value is 4.896 and the significant value is 0.009 < 0.05, so that the Ha hypothesis testing is accepted and Ho is rejected. The Ha hypothesis test concluded that return on assets, return on equity simultaneously (together) influence stock prices in foreign companies in Indonesia for the period 2020 - 2023. The SPSS output results can be seen that from the calculations the Adjusted R Square value is 0.061. , this shows that a large percentage of share prices can be explained by the independent variable return on assets, return on equity is 6.1% while the remaining 3.9% is influenced by other variables outside the model.

ANALISIS PENGARUH TINGKAT SUKU BUNGA TERHADAP JUMLAH UANG BEREDAR DI INDONESIA PERIODE 2018-2023

The aim of this research is to determine the effect of interest rates on the amount of money circulating in Indonesia for the 2018 - 2023 period. The type of data in this research uses quantitative data and the data source used is secondary data for the 2018-2023 period. Data analysis uses a simple linear regression analysis method. The results of this research show that the interest rate variable does not have a significant influence on the money supply in Indonesia.

DANA TRANSFER DAN BELANJA MODAL PADA KABUPATEN DAN KOTA DI PROVINSI ACEH

This study examines the effect of special autonomy funds, general allocation funds, and revenue-sharing funds on capital expenditure of districts/cities in Aceh Province. The population in this study was 23 districts/cities of the Aceh Regional Government. The sampling technique used purposive sampling. The data type used is secondary data obtained directly from the budget realization report. This study uses multiple linear regression analysis methods with the help of IBM SPSS Statistics 23 software. The research findings show that special autonomy funds and revenue-sharing funds affect capital expenditure, while general allocation funds do not affect capital expenditure. Special autonomy funds, general allocation funds, and revenue-sharing funds simultaneously affect regional spending.

PENGARUH TINGKAT EKSPOR DAN PENGANGGURAN TERHADAP PERTUMBUHAN EKONOMI DI INDONESIA PADA TAHUN 2019-2023

This research aims to analyze the influence of export levels and unemployment on economic growth in Indonesia in the 2019-2023 period. Using secondary data from the Central Statistics Agency and Bank Indonesia as well as multiple linear regression analysis methods, the research results show that exports have a positive but not significant impact on economic growth, with a calculated t value of 2.328 and a significance value of 0.145. On the other hand, unemployment has a negative and significant effect on economic growth, with a calculated t value of 5.096 and a significance value of 0.036. The simultaneous test shows that these two variables together have a significant effect on economic growth, with a calculated F value of 20.871. This research concludes that although exports do not have a significant effect, reducing unemployment must be the main focus to support sustainable economic development in Indonesia.