Multiple Regression Analysis Method Research Articles

Knowledge Element Relationship and Value Co-Creation in the Innovation Ecosystem

In the era of Innovation 3.0, more and more enterprises are working together to build an innovation ecosystem to achieve value creation. The various participants in the innovation ecosystem promote resource aggregation and integration through cross boundary collaboration, jointly creating the value of the ecosystem. Value co-creation has become the core goal pursued by the participants in the innovation ecosystem. As an innovative participant in the innovation ecosystem, it is particularly necessary for enterprises to explore the formation mechanism of value co-creation from the perspective of enterprise knowledge characteristics. This article analyzes the value co-creation mechanism of innovation ecosystems from the perspective of including internal knowledge bases and external relationships. Based on the dimension of knowledge element relationships, a theoretical model is constructed to investigate the impact of enterprise knowledge element relationships on value co-creation in innovation ecosystems and explore the mediating role of knowledge synergy and the moderating role of innovation ecosystem normativity. The relationships are modeled based on survey data collected from 427 Chinese companies, and multiple regression analysis and bootstrap methods are used to empirically test the hypotheses. The research results show that different dimensions of knowledge element relationships have different impacts on value co-creation. Knowledge element substitution negatively affects value co-creation, while knowledge combination diversity positively affects value co-creation. However, there is an inverted U-shaped relationship between knowledge element complementarity and value co-creation. Knowledge synergy partially mediates the relationship between knowledge element relationships and value co-creation, and innovation ecosystem normativity has a two-stage moderating effect on the path from knowledge element relationships to knowledge synergy to value co-creation. This article enriches the research content of knowledge management in innovation ecosystems, guides enterprises in the innovation ecosystem to reasonably construct their own knowledge systems, and promotes the formation of innovation ecosystem norms, thus promoting the development of value co-creation activities.

The Influence of Mobile Banking Service Quality and Trust on Customer Satisfaction of Indonesian Sharia Bank (BSI KC Bandar Lampung Diponegoro)

This study aims to determine the effect of mobile banking service quality and trust on customer satisfaction either partially or simultaneously. The data used in this study is primary data obtained directly from the answers of 80 respondents (customers of Bank Syariah Indonesia Kc Bandar Lampung Diponegoro), who downloaded and used the Bsi Mobile Banking application as a transaction medium. The analytical method used is the multiple linear regression analysis method. Based on the results of the study it is known that the variable quality of mobile banking services influences customer satisfaction from the t value greater than t table 7.274 > 1.994. For the calculated t trust variable, it is 3.431 > 1.994. This indicates that the trust variable has a significant influence on customer satisfaction. And on the results of the simultaneous test, the two variables together have a significant influence on customer satisfaction with f count greater than f table of 289.776 > 3.15. In the coefficient of determination test (R2), the variation of the independent variables used in the model can explain 88.3% of the dependent variation. Keywords: service quality, mobile banking, trust, customer satisfaction

PENGARUH RASIO PROFITABILITAS, AKTIVITAS, LEVERAGE, DAN ARUS KAS TERHADAP FINANCIAL DISTRESS PADA PERUSAHAAN MANUFAKTUR

The purpose of this research to examine the effect of profitability ratio, activity, leverage, and cash flow to financial distress at manufacturing companies listed on the Indonesia Stock Exchange in 2021. The population were manufacturing companies listed on the Indonesia Stock Exchange in 2021. Sampling using purposive sampling technique. The number of samples in this study was 99 companies. The analytical methods used include descriptive test, classical assumption test including normality test, multicollinearity test, heteroscedasticity test, and hypotheses testing using multiple linier regression analysis method, simultaneous test, partial test, and test of the coefficient of determination. The results showed that profitability ratio and cash flow had a negative and significant effect to financial distress, leverage had positive and significant effect to financial distress, while activity had no effect to financial distress.

Examination of University Students Emotion Regulation Skills in Terms of Attachment Styles and Self-Compassion

In this study, it was aimed to examine the emotion regulation skills of university students in terms of attachment styles and self-compassion. The participants of the study were determined using the appropriate sampling method. The participants consisted of a total of 414 university students, 230 (55.6%) of whom were female and 184 (44.4%) of whom were male. In order to collect the data, “Personal Information Form”, “Emotion Regulation Scale (DBL)”, “Experiences in Close Relationships II (CRI II)” and “Self-Compassion Scale” were used. SPSS 26.0 package program was used to analyze the data. In this analysis, Pearson product-moment correlation, multiple linear regression analysis and independent groups t-test methods were used. The findings of the study showed that emotion regulation skills have a positive and significant relationship with attachment styles and self-compassion. As a result of the regression analysis, it was concluded that the avoidant attachment sub-dimension of attachment styles and the consciousness sub-dimension of self-compassion significantly predicted the re-evaluation sub-dimension of emotion regulation skills. It was concluded that the consciousness and overidentification sub-dimensions of attachment styles and self-compassion significantly predicted the concealment sub-dimension of emotion regulation skills. It was determined that emotion regulation skills did not show a significant difference according to gender.

The Effect of Non-Physical Work Environment and Work Motivation on Oriflame Employee's Performance

This research aimed to explore the influence of the non-physical work environment and work motivation on the performance of Oriflame Palembang branch office members. There were 63 participants in the study. This research used saturated sampling, primary data obtained by distributing questionnaires and multiple linear regression analysis methods as data analysis techniques. The results of this research indicated that the non-physical work environment and work motivation have a positive and significant effect on the performance of Oriflame Palembang Branch office members. Keywords: non-physical work environment, work motivation, performance

Work Ethic and Organizational Culture Based on Performance of Employees at Takalar Sugar Factory PTPN XIV South Sulawesi

The objectives of this research are 1) To analyze the influence of work ethic on employee performance, 2) To analyze the influence of organizational culture on employee performance, and 3) To analyze the influence of work ethic and organizational culture on employee performance. This research approach is quantitative, with research that is explanatory research. The analytical method used in this research is the Multiple Regression analysis method. The results of the research are: 1) Work ethic has a positive and significant effect on the performance of PT PTN Gula Takalar employees. 2) Organizational culture has a positive and significant effect on the employee performance of PT PTN Gula Takalar, this shows that the better the organizational culture the employees have, the better the employee performance will be. 3) Work ethic and organizational culture simultaneously have a positive and significant effect on the performance of PT PTN Gula Takalar employees.

Influence of Brand Image, Perceived Price, and Word of Mouth on Buying Intention of Lunio Design Products

The creative industry is an important factor in creative economic activities. This research aims to analyze the influence of brand image, price perception, and word-of-mouth on purchase intentions for Lunio products. This study uses a quantitative approach by distributing questionnaires to respondents to test the effect of the independent variables on the dependent variable. The independent variables used in this research are brand image (X1), price perception (X2), and word-of-mouth (X3), while the dependent variable is purchase intention (Y). The research population is potential client candidates according to the predetermined characteristics, namely the age range of 15–16 years, high school grades 10–12, and attending private high schools in Surabaya. Lunio sampling used a purposive sampling technique with a total sample of 100 people. This study uses the multiple linear regression analysis method. The conclusion from this study is that brand image is an important variable that greatly influences the intention to buy Lunio Design products, and the price perceptions variable influences the intention to buy Lunio Design products, but the level of significance is not as big as the other two variables, namely brand image and word-of-mouth. Word-of-mouth is an important variable that greatly influences the intention to buy Lunio Design products. Keywords: Brand image, Price Perceptions, Word of mouth, Buying intention

The financial risk of real estate combined factor analysis with grey prediction in Liaoning Province.

The importance of real estate development has been widely accepted by all countries. Through early warning and avoidance of real estate financial risks, it can effectively promote the healthy and healthy development of the real estate industry, avoiding the impact of accidental factors, such as the COVID-19 pandemic, and promoting the overall economic development. Based on multiple regression analysis and grey prediction methods, this article constructs a real estate financial risk estimation model, and the real estate financial risk is estimated using the relevant data of Liaoning Province from 2001 to 2020. Analyzing the research results of financial risks in Liaoning Province, we can find that the real estate financial risks reached the peak in 2013, and then the real estate financial risks gradually showed a slow decline trend. In general, the financial risks in Liaoning Province are controllable. The study of financial risks in Liaoning Province will help to judge the development of the real estate industry and promote the continuous improvement of the overall economy. The article, through the study of real estate financial risks in Liaoning Province, can promote the development of regional real estate in Liaoning Province and promote the overall economic development of Liaoning Province, which has strong practical significance. The study of real estate financial risks, relevant risk research theories can be enriched, the identification of financial risks can be improved, and the study of real estate financial risks can be strengthened. The article uses a combination of multivariate statistics and grey fuzzy theory to complete the study of real estate financial risks. Therefore, through the exploration of multivariate statistics and grey fuzzy theory, its application value can be elevated.

Utilizing Multiple Regression Analysis and Entropy Method for Automated Aesthetic Evaluation of Interface Layouts

Aesthetic evaluation of increasingly complex and personalized human–computer interaction interfaces serves as a critical bridge between humans and machines, fundamentally enhancing various interaction factors. This study addresses the challenges in aesthetic evaluation by adjusting existing methodologies to incorporate seven aesthetic metrics: density, symmetry, balance, proportionality, uniformity, simplicity, and sequence. These metrics were effectively integrated into a composite evaluation metric through both multiple regression analysis and entropy methods, with the efficacy of both fitting methods validated. Leveraging automatic segmentation and recognition technology for interface screenshots, this research enables rapid, automated acquisition of evaluations for the seven metrics and the composite index, leading to the development of a prototype system for interface layout aesthetic assessment. Aimed at reducing the time, manpower, and resources required for interface evaluation, this study enhances the universality, compatibility, and flexibility of layout assessments. It promotes integration at any stage of the design process, significantly benefiting lightweight rapid evaluation and iterative design cycles, thereby advancing the field of interface aesthetic evaluation.

PENGARUH KUALITAS PELAYANAN, GAYA HIDUP DAN KUALITAS PRODUK TERHADAP KEPUASAN KONSUMEN PADA PMU ABADI’S BUSANA DI KECAMATAN SILO KABUPATEN JEMBER

In the current era of globalization, competition in the business world is increasingly fierce. This is a demand for every company to be able to maximize its company's performance in order to be able to compete in the market. Currently, many clothing shops have sprung up in Jember Regency, PMU Abadi Clothing is one of them. The competition that occurs requires companies to provide the best for their consumers, for example improving service quality, product quality and lifestyle. This research aims to determine the influence of service quality, lifestyle and product quality on consumer satisfaction at PMU Abadi Clothing in Silo District, Jember Regency. This research uses multiple linear regression analysis methods with the population used to consume PMU Abadi Clothing with a sample size of 96 people. This research shows that service quality, lifestyle and product quality have a positive and significant effect on consumer satisfaction with PMU Abadi Clothing.

Pengaruh Motivasi Karir, Dorongan Finansial, Persepsi Mengenai Biaya Pendidikan Terhadap Minat Mahasiswa Mengikuti Pendidikan Profesi Guru

This research aims to find out how career motivation, financial encouragement, and perceptions regarding educational costs influence Accounting Education students' interest in participating in Teacher Professional Education. This research uses a quantitative research design using primary data sources taken directly by researchers with a Likert scale questionnaire. A purposive sampling technique was chosen to be used in this research and 98 students majoring in Accounting Education class of 2017 at Surabaya State University were the sample. The multiple regression analysis method was used to analyze the data obtained. The research results show that; (1) Career motivation has a significant effect on students' interest in participating in PPG, high career motivation will encourage students to improve their abilities so they can achieve higher careers and positions, one of which is by obtaining teacher certification. (2) Financial encouragement has a significant effect on students' interest in participating in PPG, the higher the student's financial encouragement, the higher their interest in participating in PPG. (3) Perceptions regarding education costs do not influence students' interest in participating in PPG, different economic conditions are not always directly proportional to students' interest in participating in PPG. (4) Career motivation, financial encouragement, student perceptions regarding educational costs can simultaneously influence students' interest in pursuing professional teacher education.

On critical levels of ecological status for macrozoobenthic communities in Peter the Great Bay of the Japan Sea: field studies

Relationship between the environmental stress index (PES) and the mean total explained variance of biotic parameters (MEV, as a measure of the environmental factors influence on macrozoobenthic communities) is determined using the methods of multiple linear stepwise regression analysis and non-linear estimation. The relationship is S-shaped, with the points of beginning and end of linear growth confined to the PES ≈ 15–16 % and 30 %. These levels should be considered as boundary criteria for the status of macrozoobenthic communities. Under favorable environmental conditions, PES does not exceed 15 % (the first critical level), that is close to a «biologically balanced» state of the communities. The PES values in the range of 15–30 % indicate an increased influence of limiting factors, but this influence is not destructive. The PES values > 30 % (the second critical level) indicate extreme deterioration of habitat conditions and transition to a «physically controlled» state of the communities.

Analysis of risk factors affecting wound healing and wound infection after meningioma resection.

To analyse the risk factors affecting wound healing and infection after spinal meningioma resection surgery. The surgical incision healing of 137 patients who underwent spinal meningioma resection at our hospital from January 2021 to January 2024 was analysed. The data collected included physical examination findings, haematological and biochemical measurements, and various scales assessed upon admission and after surgery. These data were then analysed. The surgical wound healing, infection and postoperative complications were statistically analysed. Multiple logistic regression analysis method was used to conduct risk factor analysis on corresponding indicators; the odds ratio and p value of 95% confidence interval were calculated. Factors such as age and smoking history were significantly negatively correlated with wound healing after meningioma resection (odds ratio < 1.000, p < 0.05), while preoperative albumin and platelet count were significantly positively correlated with wound healing (odds ratio > 1.000, p < 0.05). Age, WHO Meningioma Grading, preoperative albumin and preoperative platelet were significantly negatively correlated with wound infection after meningioma resection (odds ratio < 1.000, p < 0.05). The history of virus infection and history of neurological disorders were significantly positively correlated with wound infection (odds ratio > 1.000, p < 0.05). The influence of each factor is different. Age, smoking history, WHO Meningioma Grading, preoperative albumin, preoperative platelets, history of virus infection and history of neurological disorders had the greatest influence on wound healing and infection after meningioma resection.

HUBUNGAN EKSPOR, IMPOR, INFLASI, DAN JUMLAH UANG BEREDAR TERHADAP PERTUMBUHAN EKONOMI INDONESIA DENGAN NILAI TUKAR SEBAGAI MEDIASI

The economic level of a country can be identified by looking at its economic growth. Economic growth in each period will not be consistent all the time, but will experience periodic fluctuations.The aim of this research is to examine the connection between exports, imports, inflation, the amount of money in circulation and economic growth through the exchange rate in Indonesia. This research uses multiple linear regression analysis methods with secondary data. The data used consists of information regarding exports, imports, inflation, money supply, exchange rates and Indonesia's economic growth. In terms of data collection time, this type of data study uses time series data collected from the years 2018-2022 with SPSS 21. Based on the results of research that has been carried out, direct influence shows that exports &amp; imports do not have a significant effect on economic growth, while inflation &amp; money supply has a significant positive effect on economic growth. Apart from that, the indirect effect shows that exports through the exchange rate have a positive and insignificant effect on economic growth, money supply through the exchange rate has a positive and significant effect on economic growth, while imports &amp; inflation through the exchange rate have no significant effect on economic growth.

Relationships Between Partial Milk Yield and Actual Milk Yield According to Parity in Buffaloes

In this study, the relationships between 100-day of partial milk yield and 270-day of additive and total milk yield of buffaloes according to different parity were investigated. A total of 697 lactation records belonging to 135 heads of buffalo and seven lactations were used in the material. The relationships between the animals' 100-day partial milk yield for 270-day and total milk yield were analyzed for seven lactations. In the study, 100-day milk yield was taken as an independent variable, 270-day and total milk yields as dependent variables, and possible relationships were determined according to simple and multiple linear regression analysis methods. The average lactation period was 256.74 ± 2.61 days, the average 270-day additive milk yield was 2078 ± 65.26 litres and the average total milk yield was 1831 ± 89.57 litres. The daily average milk yields were 7.69 ± 0.11 and 7.08 ± 0.07 liters for 270-day and 100-day respectively. The correlation coefficients were calculated for each parity and calculated as 0.901 (p &amp;lt; 0.01) between the 100-day and 270-day additive yield for the general group. The simple and multiple linear regression equations were shown as [V270 = 470.72 + 1.737 V100 (R2 = 80.2%)], [V270 = 966.23 + 0.645 V100 + 0.001V1002 (R2 = 82.4%)] for the groups. As the parity of lactation increased, it was seen that the determination coefficients were increased. Finally, predicting the total lactation yield by using 100-day of partial milk yield has the highest accuracy.

Kontraksi Manufaktur di Indonesia: Pengaruh Rasio Fundamental Terhadap Harga Saham pada Awal Pandemi Covid-19

This study aims to obtain empirical evidence about the effect of a company's fundamental ratio on stock prices. The financial ratios used in this study are Return on Assets (ROA), Return on Equity (ROE), Earnings per Share (EPS), Price Book Ratio (PBR) and Price Earnings Ratio (PER). This study uses secondary data obtained from the OSIRIS database. The sampling technique was taken using a purposive sampling method of 122 manufacturing companies registered on the IDX in 2020. The analysis used in this study was using the multiple linear regression analysis method, which was preceded by the classic assumption test - normality test, multicollinearity test and heteroscedasticity test. The results showed that ROA, EPS and PBR partially have a significant effect on stock prices with a positive relationship. Meanwhile, ROE and PER partially have a significant effect on stock prices with a negative relationship. Simultaneously, ROA, ROE, EPS, PBR and PER have a significant effect on stock prices. The results of this study indicate that some financial ratios are still very useful for predicting the value of a company's shares, therefore investors must pay attention to the existence of the company's fundamental financial ratios in influencing the investment decisions to be made.

Hubungan Rasio Keuangan Dan Harga Saham

Investors use financial ratios to analyze companies by comparing the financial ratios of a company with similar companies so as to provide convenience and speed in the decision making process. This study aims to examine the effect of the Current Ratio, ROE, DER, EPS and NPM on stock prices. CR, ROE, DER, EPS and NPM have an important role on stock prices. This study uses secondary data from the annual financial reports of LQ45 companies listed on the Indonesia Stock Exchange for the 2020-2022 period using a purposive sampling method. There were 78 observations that filled the sample. This study uses multiple linear regression analysis method. The results showed that CR, ROE, EPS and NPM have a significant effect on stock prices and DER has an insignificant effect on stock prices. While simultaneously, CR, ROE DER, EPS and NPM affect stock prices.

The Effect Of Islamic Corporate Governance, Current Ratio, Total Asset Turnover And Intellectual Capital On Profitability (Study on Sharia Commercial Banks registered with the Financial Services Authority (OJK) for the 2018-2022 period)

Profitability is a measurement of the financial performance of Islamic banks, which is the company's ability which is shown through the management of the use of total assets related to the company's operational activities. The better the management of total assets, the higher the profit obtained. This study aims to analyze the effect of Islamic corporate governance, current ratio, total asset turnover and intellectual capital on profitability. The companies studied are Sharia Commercial Banks as many as 10 companies for five years with the period 2018-2022.The method used in this study is the multiple linear regression analysis method with the help of the SPSS 23 program. Data collection techniques are carried out with documentation techniques with secondary types of data, namely in the form of financial statements of Islamic commercial bank companies registered with the Financial Services Authority for the 2018-2022 period.The results in this study show that Islamic corporate governance has a positive effect on profitability, current ratio has a positive effect on profitability, total asset turnover has a positive effect on profitability and intellectual capital has a positive effect on profitability

Traffic Generation in Surapati Gasibu Bandung City

Based on the data from the Bandung City Central Statistics Agency in 2020, population growth has been increased by 0.49%. The use of private vehicles, certainly affects the growth of traffic movements, especially at the Surapati Gasibu Intersection, Bandung City. To find out the traffic flow that passes through Surapati Street, a study was carried out using a movement generation model. The generation model uses the multiple regression analysis methods with the generated variable being the number of vehicles (Y) and the variables that influence it are the population (X1), the number of domestic tourists (X2), and the value of gross regional domestic income (X3) in Bandung. The data was obtained through the publication of the Bandung City BPS from 2012 to 2021 (10 years). Using the data analyst feature in Microsoft Excel, the regression equation is found to be Y = -7,003,565.898 + 3.213 X1 + 0.142 X2 and the growth value of traffic movement is at 2.39% per year. It means in 30 years the average traffic will grow by 20% and need a renewal intersection.&#x0D; Keywords: traffic, generation, Surapati Gasibu, Bandung

The Influence of The Business Ecosystem and Customer Base On Increasing Third-Party Funds In The Region III Office

The purpose of this research to identify influence of the business ecosystem and customer base on increasing third-party funds in the region III office. Judging at the existing problem, the researcher applies a quantitative approach. The quantitative approach to business is research in the field of business with the aim of research through empirical assessment involving measurement and analysis of numbers. Quantitative research stands alone in the sense that it does not meet the needs of analytical interpretation. This research was conducted with the aim to see the influence of business ecosystem and customer base on Bank BTN's deposits. In addition, this study also aims to encourage an increase in deposits as well as to become the main target of Bank BTN. This study used multiple regression analysis method which was analyzed using the Eviews 10 application platform. As described in chapter IV, the conclusions of this study can be drawn as follows: Partially, the business ecosystem has a positive but significant effect on increasing Bank BTN's deposits. This means that when the business ecosystem rises, deposits will increase and vice versa. Meanwhile, the customer base has a positive and significant influence on the increase in deposits of Bank BTN. That is, when the customer base rises, DPK will also increase, and vice versa.&#x0D; Simultaneously, the business ecosystem and customer base together have a significant influence on Bank BTN's deposits.