Multiple Linear Regression Equation Modeling Research Articles

The Influence of Financial Knowledge, Financial Experience, and Income on Financial Management Behavior of Civil Servants in Pontianak City

This research aims to determine the influence of financial knowledge, financial experience and income on the financial management behavior of civil servants in the city of Pontianak. This type of research uses an associative research method. The population in this study were civil servants in 16 government agencies in Pontianak City, totaling 150 people. The sampling technique uses non-probability sampling. The data analysis tools used in this research are multiple linear regression analysis, multiple correlation coefficient (R), coefficient of determination (R2), simultaneous test (F test) and partial test (t). The results of this research show that the multiple linear regression equation model is Y = 23.248 + 0.018X1 + 0.291X2 + 0.475X3 + e. The correlation coefficient value shows an R value of 0.507, this value shows that financial knowledge (X1), financial experience (X2) and income (X3) with financial management behavior (Y) have a fairly strong correlation. The results of the coefficient of determination value show an R2 value of 0.257, which means that financial knowledge, financial experience and income influence the ups and downs of financial management behavior by 25.7% and the remaining 74.3% is influenced by other factors not examined in this research. The results of the simultaneous test (Test F) show that there is a significant influence simultaneously (together) between financial knowledge, financial experience and income on financial management behavior. The results of the partial test (t test) show that there is no partial significant influence between financial knowledge on financial management behavior and there is a partial significant influence of financial experience and income on the financial management behavior of civil servants in the city of Pontianak.

The Influence of Morale and Internal Locus of Control Toward Organizational Commitment on Civil Servants at Transportation Department of Pontianak City

This research aims to determine the influence of morale and internal locus of control on the organizational commitment of civil servants at Transportation Department of Pontianak City. This research employs an associative research method. The population in this study consists all civil servants at Transportation Department of Pontianak City. Totaling 62 civil servants working at Transportation Department of Pontianak City. The sampling technique used in this research is total sampling. The data analysis tools used in this study are multiple linear regression analysis, multiple correlation coefficient (R), coefficient of determination (R2), simultaneous test (F test), and partial test (t test). The research results indicate that the multiple linear regression equation model is: Y = 0.995 + 0.418X1 + 0.312X2. The correlation coefficient value shows an R value of 0.581, indicating that morale (X1) and internal locus of control (X2) have a significant correlation with organizational commitment (Y). The coefficient of determination value, denoted as R2, is 0.337, which means that morale and internal locus of control collectively influence organizational commitment by 33.7%, while the remaining 66.3% is influenced by other factors not examined in this study. The simultaneous test results (F-test) indicate a significant influence of both morale and internal locus of control on organizational commitment. The partial test results (t-test) show that there is a significant influence of morale on organizational commitment and a significant influence of internal locus of control on organizational commitment.

Pengaruh Manajemen Kurikulum dan Kompetensi Ustaz Terhadap Prestasi Belajar Santri pada Era Milenial di Pondok Pesantren Darul Muqomah Pangandaran

This study aims to (1) determine the effect of curriculum management on student achievement in Islamic boarding schools at Darul Muqomah Pangandaran, (2) determine the effect of Ustadz competence on student achievement in Darul Muqomah Pangandaran Islamic Boarding School (3) Determine the effect of curriculum management and Ustadz competence on achievement. students study at the Darul Muqomah Islamic Boarding School in Pangandaran.
 In this study the authors used quantitative descriptive and verification with the type of correlational research. Data were collected through questionnaires from respondents with a population of all teachers (30 teachers) at the Darul Muqomah Islamic Boarding School, Pangandaran. Researchers conducted validity and reliability tests, as well as multiple linear regression through the SPSS windows 24 program.
 Based on the results of the analysis of research data, that: Islamic boarding school curriculum management, ustadz competence and student learning achievement at the Darul Muqomah Islamic Boarding School, Pangandaran are good. The management of the pesantren curriculum and the competence of the ustadz simultaneously affect the learning achievement of students at the Darul Muqomah Islamic Boarding School in Pangandaran, this is evidenced by the multiple linear regression equation model with a significance value of 0.000 < 0.05, Ho is rejected and Ha is accepted.

Factors Affecting the Intention to Participate in E-Commerce of Vietnamese Businesses

E-commerce has emerged as a transformative force in the global business landscape, offering enormous opportunities for businesses to expand their reach and enhance their competitiveness. In the context of Vietnam, a rapidly growing economy in Southeast Asia, understanding the factors that influence businesses' intention to participate in e-commerce is extremely important. Therefore, we have proposed a research model including 12 factors that affect businesses' intention to participate in e-commerce: Government regulations, Available platform selection, Competitive advantage requirement, Internet infrastructure, Customer readiness, Cognition, Capability, Culture of innovation, Internal regulations, Model to participate, Infrastructure, Technology background. We conducted a survey with 300 businesses in 3 regions in Vietnam. After eliminating some votes with insufficient information, the study obtained 295 votes that met the requirements. In addition, the study uses multiple linear regression equation modeling to measure the impact of factors on businesses' intention to participate in e- commerce. Results: Besides external factors, businesses' intention to participate in e-commerce is also influenced by internal factors. Based on these findings, businesses intending to participate in the e-commerce market will have the right direction and take necessary actions to help their businesses develop further.

The Influence of economic growth, exchange rate, and inflation on foreign tourist visits to Indonesia

Tourism is one of the economic sectors that can quickly bring in foreign exchange for the country if managed properly and sustainably. Many economic variable factors influence the demand and supply of the tourism industry, especially the level of foreign tourist visits, such as economic growth, exchange rate, and inflation. This study aimed to determine the influence of economic variable factors, especially economic growth, exchange rate, and inflation, on the number of foreign tourist visits in Indonesia. A quantitative descriptive method is used in this study. To analyze the factors influencing the number of foreign tourist visits in Indonesia, independent variables such as economic growth, exchange rate, and inflation are used in the Multiple Linear Regression equation model. The data used in this study is secondary data on annual time series for the period 2001 – 2020. The research result shows that the number of foreign tourist visits in Indonesia is significantly influenced by economic growth and the exchange rate, while inflation has no significant effect. There are still other factors (non-economic) that influence the decision of tourists to visit. Several factors that need to be considered to increase the interest of foreign tourists visits in Indonesia are tourist attractions, accessibility, amenities, ancillary, attractive promotions, and social, political, and security stabilityJEL Classification A13; B55; D69

The Influence of Determinant Factors on the Performance of Basic Education Employees at the Qurrota A'yun Ponorogo Foundation Working Period 2021-2022

This study aims to analyze the multiple linear regression equation model on employee performance, the influence of Organizational Culture, Chair Leadership, and Motivation on Employee Performance at the Qurrota A'yun Ponorogo Foundation, partially and simultaneously, and describe the contribution of research related to the influence of Organizational Culture, Chair leadership, and Work Motivation on Employee Performance at the Qurrota A'yun Ponorogo Foundation. This study used a mixed method with a sequential explanatory design. Quantitative data analysis used simple regression analysis and multiple regression, while qualitative data analysis used Spradley analysis. The population in this study consisted of 70 employees of SDIT Qurrota A'yun and 17 MI Tahfizh Entrepreneur Qurrota Ayun, and 57 respondents were taken as the research sample. Data collection was carried out using instruments consisting of variables X1 (20 statements of organizational culture), X2 (leadership) (20 statements), X3 (work motivation) (22 statements), and Y (employee performance) (22 statements). The instruments used were Likert scales, while qualitative data analysis used descriptive analytic techniques and data collection through interviews, observation, and documentation. The key informants in this study began with the structural team of the institution, both at SDIT Qurrota A'yun and at MI Tahfizh Entrepreneur Qurrota A'yun. Data analysis using Spradley goes through three stages: domain analysis, taxonomic analysis, component analysis, and cultural theme analysis. The results of this study are seen from a qualitative and quantitative point of view. Quantitative and partial, organizational culture, the chairman's leadership, and organizational culture significantly affect employee performance. While qualitatively, organizational culture influences employee performance, organizational culture, the chairman's leadership, and work motivation simultaneously affect employee performance. Organizational culture makes a dominant positive contribution to employee performance compared to the leadership factor of the chairman and work motivation.

Pengaruh Partisipasi Anggaran, Evaluasi Anggaran dan Kejelasan Tujuan Anggaran Dana Desa terdapat KinerjaAparatur Pengelolaan Dana Desa (Studi di Kecamatan Nisam Antara)

This study aims to examine budget participation, budget evaluation and the clarity of village fund budget objectives on the performance of village fund management officials in Nisam Antara District. The research location was in Nisam Antara District which consisted of Gampong Alue Papeun, Gampong Blang Jrat, Gampong Alue Dua, Gampong Darussalam Gampong Blang Pohroh, and Gampong Seumirah. The data used in this study are primary data with a sample of 79 people. Data processing is carried out with the help of multiple linear regression equation models. The results showed that: Partially budget participation, evaluation of the village fund budget and clarity of village fund budget objectives have positive and a significant effect on the performance of village fund management officials in Nisam Antara District. Simultaneously budget participation, budget evaluation, and clarity of village fund budget objectives have a significant effect on the performance of village fund management officials in Nisam Antara District.

The Effects of Company Profit and Loss and Type of Industry on the Profitability of PT. Perkebunan Nusantara IV North Sumatra, Indonesia

This study determines the effects of company profit and loss and the type of industry on the profitability of PT Perkebunan Nusantara IV North Sumatra. This study used a quantitative method with multiple linear regression equation models to answer the research problems. The results show that the Profit and Loss variable has a positive and significant effect, the type of industry variable has a significant effect, and the Profit and Loss variable and Industry Type have a significant effect simultaneously on the Profitability of PT. Perkebunan Nusantara IV. Companies should be able to increase revenue by reducing costs efficiently so that the profits obtained can increase and financial performance can be better. PT. Perkebunan Nusantara IV has a good profitability ratio. To further increase profits in the following year, the company must be able to manage the capital invested in assets and increase net income to obtain a better net profit.

Risk Map of African Swine Fever In Dairi District, North Sumatra Province

Increasing the consumption of pork can benefit farmers in several regions of Indonesia. Most of the profits earned by pig farmers are obtained through exporting pork to foreign countries. Pig farming in Indonesia is threatened with survival caused of an outbreak of African Swine Fever (ASF). ASF disease outbreaks in several countries, including Indonesia, are problems that have not been resolved. This study aimed to identify the influence of environmental factors on ASF outbreaks in North Sumatra Province. Data in this study is the incidence of ASF outbreaks in 2019 and 2020, including the outbreak’s date, the outbreak, the location of the outbreak, and the number of pig deaths due to ASF. Data analysis was performed using multiple linear regression analysis. The results showed that the environmental factor influencing the incidence of disease cases (ASF) in Dairi Regency, North Sumatra Province, with p_value < 0,1, was a traditional market. The multiple linear regression equation models obtained are Yi = 5545 X6 (Market). The traditional market has a role in the spread of ASF because of the buying and selling of live cattle and pork. The risk map is divided into three zones: high, medium, and low. High risk is a location 5 km from the market, the medium risk is a location 10 km away from the market, and low risk is 20 km from the market. The risk map can be used as a reference for the prevention and control of ASF in Dairi District, North Sumatra Province. Prevention and control can be focused on the existence of traditional markets as a source of ASF spread.

KEDISIPLIAN DAN KECERDASAN EMOSI PENGARUHNYA TERHADAP KINERJA PELAYANAN PEGAWAI INSTALASI REHAB MEDIK RSPAD GATOT SUBROTO

The level of Discipline and Emotional Intelligence is one of the company's indicators in achieving the goal of improving performance. Therefore, the aim of the research is to know how the influence of discipline and emotional intelligence on performance at the Gatot Soebroto Army Hospital. The research was conducted through a quantitative approach to find out simultaneously and partial effect of discipline and emotional intelligence on employee performance at Gatot Soebroto Army Hospital. The population and samples taken are employees at the medical rehabilitation installation of Gatot Soebroto Hospital with a total of 59 respondents. Employees at the Gatot Soebroto Hospital's medical rehabilitation facility were given questionnaires as part of this study. The analysis of multiple linear regression is carried out through the F test and T test, two types of hypothesis testing. The study produced a multiple linear regression equation model, Y=1.479 + 0.187X1 + 0.463X2, that could be used to explain its impact of discipline and emotional intelligence on staff performance at Gatot Soebroto Hospital, with a R Square of 0.47. While the variables outside this study have an effect on the remaining 52.3%. When emotional intelligence and discipline have an impact on performance, the influence of both factors together is large, but only partially produces Discipline has a value of b1 = 0.187, implying that it has no significant impact on performance, whereas emotional intelligence has a value of b2 = 0.463, indicating that the more emotionally intelligent a person is, the better they perform at the Gatot Soebroto Army Hospital.

FAKTOR-FAKTOR YANG MEMPENGARUHI KETEPATAN WAKTU PELAPORAN KEUANGAN DANA ZAKAT PADA BAITUL MAL KOTA LHOKSEUMAWE

This study aims to examine the effect of the influence of the quality of human resources, internal control systems and utilization of information technology on the timely reporting of zakat funds in Baitul Mal Kota Lhokseumawe. The data used in this study were primary data by distributing questionnaires to 32 employees in Baitul Mal Kota Lhokseumawe which were used as research samples. Data processing is performed with the help of multiple linear regression equation models. The results showed that: Partially the quality of human resources, internal control systems and utilization of information technology have a significant effect on the timeliness of financial reporting of zakat funds in Baitul Mal Kota Lhokseumawe. Simultaneously the quality of human resources, internal control systems and the use of information technology have a significant effect on the timeliness of financial reporting of zakat funds in Baitul Mal Kota Lhokseumawe. The quality of human resources, internal control systems and utilization of information technology can explain their effects on the timeliness of financial reporting of zakat funds in Baitul Mal Kota Lhokseumawe by 72.6%. The remaining 27.9% is influenced by other variables outside this research model such as understanding accounting, supporting tools, organizational commitment, and others.

Pengaruh Kinerja Keuangan terhadap Nilai Perusahaan pada Perusahaan Digital Startup

Abstract: Purpose: Based on the liquidity ratios, profitability ratios, solvency ratios, and activity ratios of digital startup businesses listed on the Indonesia Stock Exchange in 2017–2021, this study seeks to ascertain the impact of financial performance the value of a firm. Research methodology: Purposive sampling was utilized in this study to narrow down the sample until a final sample of 12 firms was chosen. It became clear that the study data were typically dispersed during the observation time. No variables departed from the conventional assumptions according to the test of normality, test of multicollinearity, test of heteroscedasticity, and test of autocorrelation. This demonstrates that the multiple-linear regression equation model's criteria were satisfied by the data that was provided. Results: The study's findings demonstrate that while the activity ratio has a considerable positive impact on business value, the liquidity ratio, profitability ratio, and solvency ratio do not. Limitations: The year of observation is still fairly short and there are only four independent variables. Contribution: This study is anticipated to be helpful for investors in making decisions, researchers in expanding their knowledge, and businesses in formulating regulations. Keywords: 1. Liquidity 2. Profitability 3. Solvency 4. Activity 5. Firm Value

Analisis Kompensasi dan Beban Kerja Serta Dampaknya Pada Kinerja Pegawai Medis Pada RSUD Bangkinang

RSUD Bangkinang is one of the institutions providing public health services. Medical personnel are the spearhead in providing health services to the community. Therefore, they are required to be professional in carrying out their duties so that the performance of medical personnel continues to increase. This research is necessary, because the division of tasks carried out is still not optimal and there there is often some untimely financial compensation, which may cause the low performance of the medical staff. The purpose of this study was to determine and analyze the effect of compensation and workload variables on the performance of medical employees with civil servant status at Bangkinang Hospital. Employees with the status of civil servants in the medical department at Bangkinang Hospital totaling 100 people, and all of them participated in this study. Hypothesis testing is done by using the F test and t test obtained from the multiple linear regression equation model. The conclusion of this study is that compensation and workload variables have a significant effect on the performance of medical employees with civil servant status at Bangkinang Hospital, both together and individually. From the results of the study it is also known that compensation has a dominant influence on the performance of medical personnel. Compensation and workload variables have a strong relationship with employee performance, which is 83.9%. Variations up or down employee performance by 69.8% is determined by the variable compensation and workload. Keywords: compensation, medical personnal, performance, regression, workload

Effect of Audit Tenure and Auditor Switching on Audit Delay with Auditor Specialization as Moderating Variable

The purpose of this study was to determine the effect of audit tenure and auditor switching on audit delay with auditor specialization as a moderating variable. This study is a quantitative study using secondary data with a sample of 23 consumer goods sub-sector companies listed on the Indonesia Stock Exchange (IDX). The data collection method is done by accessing the company's financial statements published by the Indonesia Stock Exchange. The data obtained were then processed using SPSS. This analysis includes classical assumption test (data normality test, multicollinearity test and heteroscedasticity test), statistical test (F test, t test and R2 test) and moderating regression analysis (MRA). Based on the results of the tests carried out, it shows that the F test of the multiple linear regression equation model is appropriate (Fit) that there is a significant effect between audit tenure and auditor switching on audit delay. While the t test, audit tenure has no significant effect on audit delay, audit switching has a significant effect on audit delay, auditor specialization as a moderating variable cannot moderate or weaken the relationship between audit tenure and audit switching.

Effect of Audit Tenure and Auditor Switching on Audit Delay with Auditor Specialization as Moderating Variable

The purpose of this study was to determine the effect of audit tenure and auditor switching on audit delay with auditor specialization as a moderating variable. This study is a quantitative study using secondary data with a sample of 23 consumer goods sub-sector companies listed on the Indonesia Stock Exchange (IDX). The data collection method is done by accessing the company's financial statements published by the Indonesia Stock Exchange. The data obtained were then processed using SPSS. This analysis includes classical assumption test (data normality test, multicollinearity test and heteroscedasticity test), statistical test (F test, t test and R2 test) and moderating regression analysis (MRA). Based on the results of the tests carried out, it shows that the F test of the multiple linear regression equation model is appropriate (Fit) that there is a significant effect between audit tenure and auditor switching on audit delay. While the t test, audit tenure has no significant effect on audit delay, audit switching has a significant effect on audit delay, auditor specialization as a moderating variable cannot moderate or weaken the relationship between audit tenure and audit switching.

The Effect of Economic Determinants on Capital Structure with Market Conditions as a Control Variable (Case Study of IDX-Listed LQ 45 Manufacturing Company in 2015-2019)

This study was conducted to examine the effect of economic determinants on Capital Structure as measured by Profitability, Company Size, Company Growth, Asset Structure, Liquidity, Effective Tax Rate, Business Risk in LQ 45 Manufacturing Companies Listed on the IDX in the 2015 – 2019 Period. Used in this study was obtained from the Annual Report published to the public, either through the Indonesia Stock Exchange or the company's website. The sampling technique used is purposive sampling with a total sample of 135 samples. The data analysis technique used in this study is multiple linear regression analysis. Previously, the data has been tested with classical assumption testing, including descriptive analysis, chow test, Hausman test, LM test, data normality, heteroscedasticity, multicollinearity, and autocorrelation. During the observation period, it was shown that the research data were normally distributed. Based on the normality test, multicollinearity test, heteroscedasticity test, and autocorrelation test, no variables deviated from the classical assumptions. This shows that the available data has met the requirements using the multiple linear regression equation models. This study indicates that the variables of Company Size, Company Growth, Effective Tax Rate, and Business Risk do not show a significant effect on capital structure. Profitability, Asset Structure, and Liquidity variables significantly affect capital structure.

An empirical study on consumers' willingness to buy agricultural products online and its influencing factors

With the prosperity of e-commerce, agricultural products e-commerce has also achieved certain development in the past few years, but there is still a large room for growth compared with the number of Internet users and the overall economic scale of e-commerce. This study first analyzes the consumers' online shopping intention and influence factors of agricultural products and then using factor analysis and multiple linear regression equation model was constructed out of the main influence factors affect consumers' online shopping agricultural products, and finally collected from heilongjiang Harbin, 418 consumers online survey data for empirical analysis of agricultural products, further study of the influence between variables, Analyze the interaction mechanism between the main variables. The results show that health awareness, store word of mouth, price factor, convenience factor, familiarity of online shopping process, and the amount of money spent on purchasing agricultural products have different degrees of significant impact on consumers. The research results can provide reasonable suggestions for agricultural e-commerce enterprises to adapt to consumer demand from the perspective of marketing, which is of great significance to help agricultural e-commerce enterprises seize the market and improve the sales of agricultural e-commerce.

Analysis of the causes of the influence of the industrial economy on the social economy based on multiple linear regression equation

Abstract In industrial economy, the main factors influencing the urban construction and development of social economy is linked to the high-speed rail site accessibility, and this has its influence on the regional economy as a whole, and as an example, this can be explained through the study using a multiple linear regression equation model, built and compared before and after 2 years of data and information. Based on the weighted average travel time and economic potential, it is clear that the construction of urban expressway can help accelerate the aggregation and flow of production factors within the region, to guide the integrated development of local society and economy.

Contribution of pig farming to household in Tenga Subdistrict, South Minahasa District

The people of Tenga Subdistrict, South Minahasa District have raised pigs as well as used them as a source of household income. Pig farming has been running for about 15 years, although sometimes it receives losses. This study aims to determine how much the contribution of pig farming to household income and the factors that affect the income of pig farming in Tenga Subdistrict, South Minahasa District. This research was conducted during March 2021, and the sample locations in Tenga Subdistrict, South Minahasa District in Tenga Village, Pakuweru Village, and Pakuure Village were determined using the purposive sampling method, with the consideration that these areas are areas that have a large population of pigs. The sample was determined by the total quota sampling method, namely all pig breeders in the three sample villages as many as 30 farmers. The analysis model used to estimate the factors that affect income is the multiple linear regression equation models. Pig farming was able to provide the income of IDR 17,431,281/year with an average of 26 pigs/farmer. Pig farming contributed 40% to household income. Pig farming has the largest contribution to the household income of pig breeders. The factors that influence the income of pig farming are the age of the farmer, the number of ownership of pigs, and the type of business combination. Farmers needs to increase the number of sows, to increase household income. The government’s policy is a program of providing assistance in the form of pigs, as broodstock for farmers.

Sebuah Studi Niat Beli Skincare: Pengaruh Social media Marketing, E-WOM, dan In-store Display

Several factors can be used to determine the success of consumer purchase intentions. In this study, the factors that can influence purchase intention are formed from social media marketing, e-commerce, and in-store displays. The purpose of this study was to determine the effect of social media marketing, e-WOM, and in-store displays on purchase intention of skincare products (study on consumers of Rena beauty store-Tuban). This research is quantitative. The sampling technique used was non-probability sampling with judgmental methods. The sample used was 100 people. The respondent in this study has seen the contents of Tiktok owned by Rena beauty store and has never purchased skincare products at Rena beauty store, with an age range of 17-35 years. The measurement scale uses the Likert scale. The measurement method used is a questionnaire, data analysis using multiple linear regression equation models. The data is processed using SPSS version 26. The results of this study indicate that social media marketing has a significant effect on the intention to buy skincare products for consumers in Rena beauty store-Tuban; meanwhile, e-WOM has no significant effect on the intention to buy skincare products for consumers because beauty store-Tuban, the in-store display also does not affect. Significantly on the intention to buy skincare products to consumers of Rena beauty store-Tuban.