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Showing 372 articles found for "Regression"

THE EFFECT OF UNEMPLOYMENT, PER CAPITA INCOME, LIFE EXPECTANCY, AND EDUCATION LEVEL ON THE HUMAN DEVELOPMENT INDEX IN PANGKEP REGENCY.

Muklisa, Muklisa, Rasulong, Ismail, UA, A.nur Achsanuddin
Abstract: This study aims to examine the effect of unemployment, per capita income, life expectancy, and education level on the Human Development Index (HDI) in Pangkep Regency. This research employed a quantitative method with an&#8230; associative approach. The data used in this study were secondary data in the form of time-series data from 2015 to 2024, collected through documentation. The data were analyzed using multiple linear regression analysis with the assistance of SPSS version 25. The results indicate that unemployment has a negative but not significant effect on the Human Development Index, with a t-value of -1.166 and a significance value of 0.271, which is greater than 0.05. Per capita income has a positive and significant effect on the Human Development Index, with a t-value of 4.055 and a significance value of 0.002, which is less than 0.05. Life expectancy has a significant effect on the Human Development Index, with a t-value of -5.699 and a significance value of < 0.001, which is less than 0.05. Meanwhile, the level of education has a positive and significant effect on the Human Development Index, with a t-value of 4.395 and a significance value of 0.001, which is less than 0.05. These findings indicate that per capita income and education level play an important role in improving the Human Development Index in Pangkep Regency, while unemployment does not have a significant effect on HDI.

THE INFLUENCE OF SERVICE QUALITY AND CONSUMER SATISFACTION ON PURCHASE DECISIONS: A CASE STUDY OF NAIL ART SERVICES AT GLOSSE NAIL STUDIO

Mely Anggraini, Riswan
Abstract: The beauty service industry has experienced rapid growth in recent years, particularly in specialized services such as nail art. In a highly competitive market, service quality and consumer satisfaction are considered critical&#8230; itical factors influencing purchase decisions. This study aims to analyze the influence of service quality and consumer satisfaction on consumer purchase decisions at Glosse Nail Studio. This research employs a quantitative approach using a survey method. Data were collected from customers of Glosse Nail Studio through structured questionnaires. Service quality is measured using dimensions adapted from SERVQUAL, including tangibles, reliability, responsiveness, assurance, and empathy. Consumer satisfaction is measured based on customers’ overall evaluation of service performance, while purchase decision is assessed through indicators reflecting consumer intention and actual buying behavior. Data analysis was conducted using multiple linear regression with the assistance of SPSS software, including validity and reliability tests, classical assumption tests, t-tests, F-tests, and coefficient of determination (R²). The results indicate that service quality has a positive and significant effect on consumer purchase decisions. Furthermore, consumer satisfaction also significantly influences purchase decisions. Simultaneously, service quality and consumer satisfaction significantly affect purchase decisions, indicating that higher perceived service performance leads to greater customer satisfaction and ultimately strengthens purchasing decisions.

THE IMPACT OF INSTAGRAM INSIGHT UTILIZATION ON CONSUMER PURCHASE DECISIONS AT RUMAH MADU IN BANDAR LAMPUNG

Ilham Maulana Ramadhan, Suci Asfarani
Abstract: The rapid development of digital marketing has significantly transformed business strategies, particularly for Micro, Small, and Medium Enterprises (MSMEs). Instagram has evolved beyond a social networking platform into&#8230; a strategic marketing tool equipped with analytical features such as Instagram Insight. This study aims to examine the effect of Instagram Insight utilization on consumer purchase decisions at Rumah Madu, an MSME operating in Bandar Lampung, Indonesia. This research adopts a quantitative approach using a survey method. Data were collected from 92 respondents through structured questionnaires and analyzed using SPSS version 27. The independent variable is the utilization of Instagram Insight, measured through three dimensions: follower demographic analysis, follower active time analysis, and content performance analysis. The dependent variable is consumer purchase decision. Statistical analysis includes validity and reliability testing, classical assumption tests (normality, multicollinearity, and heteroscedasticity), simple linear regression, t-test, F-test, and coefficient of determination (R²). The results suggest that Instagram Insight functions primarily as an internal strategic evaluation tool rather than a direct determinant of consumer purchasing behavior. This study contributes to the digital marketing literature by highlighting the gap between analytic tool utilization and actual consumer conversion in MSMEs. Practical implications emphasize the need for better data interpretation skills and integrated marketing strategies beyond analytics usage alone.

THE INFLUENCE OF BRAND IMAGE, PRICE, PROMOTION, AND DISTRIBUTION CHANNELS ON PURCHASE DECISIONS OF DOMESTICALLY PRODUCED INDUSTRIAL LED LIGHTING

Laksmi, Devi, Ahidin, Udin, Kasmad
Abstract: This study explores the role of brand image, price, promotion, and distribution channels in shaping consumer purchasing decisions for domestically produced industrial LED lighting products. A quantitative research approach&#8230; ch was employed using a survey method, with data analyzed through multiple linear regression. The findings indicate that the proposed model is statistically significant, demonstrating that all marketing mix elements jointly influence purchasing decisions. Each variable also shows a positive and significant individual effect, with distribution channels emerging as the most influential factor in driving consumer decisions. This suggests that ease of access, product availability, and effective distribution play a critical role in the adoption of industrial LED products. The novelty of this research lies in empirically integrating marketing mix factors within the context of domestically manufactured LED products, an area that has received limited scholarly attention. The study offers practical implications for manufacturers, emphasizing the importance of strengthening distribution strategies and aligning pricing and promotional efforts to enhance consumer purchasing decisions

HIERARCHICAL REGRESSION MODELING TO DETERMINE THE DOMINANT MICRO-MACRO ECONOMIC FACTORS IN THE SHARIA STOCK SECTOR

Akbar, Aldi
Abstract: The health pandemic several years ago had a significant impact on various sectors, especially companies listed on the Indonesia Stock Exchange. This study was motivated by fluctuations in the price of sharia stocks or the&#8230; e Jakarta Islamic Index (JII) after the Indonesian government officially lifted the pandemic status. By combining macroeconomic and company fundamental factors with hierarchical regression analysis techniques, this study aims to identify which combination of factors influences the return on shares in this sector after the pandemic. The results show that the performance of returns on shares in the sharia sector is dominated by fundamental factors, namely Total Asset Turn Over (TATO) and Return on Assets (ROA). The main finding from this research is that post-pandemic, the performance of the Islamic stock sector is still dominated by corporate fundamental factors, which are efficiency and profitability. The limitation of this research lies in the data range, and it would be very interesting to continue with a longer time period. The technical contribution of this research is that it can provide an overview for investors when deciding to invest, so that they can focus more on corporate fundamental factors first.

THE EFFECT OF FINANCIAL PERFORMANCE AND CORPORATE SOCIAL RESPONSIBILITY (CSR) ON THE VALUE OF CEMENT COMPANIES LISTED ON THE INDONESIA STOCK EXCHANGE (IDX) IN THE PERIOD 2020-2024

Rita J D Atarwaman, Kezia S Souhoka, Nailah Atmaranti Salim Huath, Devin Wacanno
Abstract: This study examines the effect of financial performance and Corporate Social Responsibility (CSR) on firm value in cement companies listed on the Indonesia Stock Exchange (IDX) during the period 2020–2024. Financial performance&#8230; rformance is proxied by Return on Assets (ROA), while firm value is measured using Price to Book Value (PBV). CSR is measured through a disclosure index based on the Global Reporting Initiative (GRI) Standards using content analysis. This research employs a quantitative associative approach with secondary data obtained from annual reports and sustainability reports of seven cement companies. Multiple linear regression analysis is used to test the hypotheses. The results indicate that ROA has a positive and significant effect on firm value, suggesting that efficient asset utilization enhances market perception. CSR disclosure also shows a positive and significant effect on firm value, supporting the legitimacy theory that socially responsible practices strengthen corporate reputation and investor confidence. These findings highlight the importance of integrating financial performance and sustainability strategies to enhance firm value, particularly in capital-intensive and environmentally sensitive industries such as cement.

THE EFFECT OF COGNITIVE DISSONANCE ON ACCOUNTING FRAUD BEHAVIOR WITH ACCOUNTING MORAL AS A MODERATING VARIABLE IN ACCOUNTING STUDENTS OF THE FACULTY OF ECONOMICS AND BUSINESS, PATTIMURA UNIVERSITY, AMBON

Rita J D Atarwaman, Adelyn Abarua, Frangky Richard Limaheluw, Wa Pujji
Abstract: Accounting fraud remains a critical ethical issue that threatens the credibility of the accounting profession. This study aims to examine the effect of cognitive dissonance on accounting fraud behavior and to analyze the&#8230; moderating role of accounting morality in weakening this relationship. The research employs a quantitative approach using Moderated Regression Analysis (MRA). Data were collected from 120 accounting students of the Faculty of Economics and Business, Universitas Pattimura Ambon, selected through purposive sampling. The results indicate that cognitive dissonance has a positive and significant effect on accounting fraud behavior. Furthermore, accounting morality is proven to significantly moderate the relationship by weakening the influence of cognitive dissonance on fraudulent behavior. These findings support Cognitive Dissonance Theory and Moral Development Theory, emphasizing the importance of strengthening ethical education to reduce fraudulent tendencies among future accounting professionals.

THE EFFECT OF PRICE AND ADVERTISING ON CONSUMER BEHAVIOR IN THE TIKTOK SHOP MARKETPLACE (Survey of Business Administration Students at the Faculty of Social and Business, International Women's University)

Billy Reihan Yusuf, Dadang Munandar
Abstract: This study aims to determine the effect of price and advertising on the consumptive behavior of students at Bandung International Women’s University in the TikTok Shop marketplace. The growing trend of consumptive behavior&#8230; vior among students is influenced by easy access to social media and digital marketing strategies such as interactive advertisements and discount offers. This research uses a quantitative approach with descriptive and verificative methods. The sample consists of 95 respondents, students of the Business Administration Study Program (2021–2024), selected through proportionate stratified random sampling. Data were collected using questionnaires and analyzed using multiple linear regression through SPSS. The results show that (1) price has a positive and significant effect on students’ consumptive behavior, (2) advertising also has a positive and significant effect, and (3) simultaneously, price and advertising significantly affect consumptive behavior among TikTok Shop users. Therefore, competitive pricing and creative advertising strategies on TikTok Shop have been proven to increase impulsive buying tendencies among students. This research is expected to serve as a reference for digital business practitioners in designing more ethical and educational marketing strategies for young consumers.

THE EFFECT OF SOFT SKILLS AND HARD SKILLS ON THE WORK READINESS OF GRADE XII STUDENTS

Nur Fitri Intan Sari, Maharani Rahma
Abstract: This study aims to determine the effect of soft skills and hard skills on the work readiness of 12th-grade students at SMK Mahardika Batujajar. This study used a quantitative approach with a survey method. The population&#8230; in this study was all 467 12th-grade students at SMK Mahardika Batujajar. The sample size was determined using the Chocran formula with a 10% error rate, resulting in a sample size of 86 respondents. The sampling technique used was simple random sampling. Data were collected through a Likert-scale questionnaire and analyzed using multiple linear regression analysis with the help of SPSS version 24. The results showed that soft skills partially had a positive and significant effect on students' work readiness, with a calculated t-value of 2.493, which is greater than the t-table of 1.989, and a significance level of 0.015, which is less than 0.05. Hard skills also have a positive and significant effect on students' work readiness, with a calculated t value of 6.597 which is greater than the t table of 1.989 and a significance level of 0.000 which is smaller than 0.05. Simultaneously, soft skills and hard skills have a significant effect on students' work readiness, with a calculated F value of 144.949 which is greater than the F table of 3.11 and a significance level of 0.000 which is smaller than 0.05. The coefficient of determination value of 0.772 indicates that 77.2% of the variation in students' work readiness can be explained by soft skills and hard skills, while the remaining 22.8% is influenced by other factors outside this study.

THE IMPACT OF HUMAN RESOURCE COMPETENCE AND HOSPITAL MANAGEMENT INFORMATION SYSTEM (SIMRS) QUALITY ON THE EFFECTIVENESS OF ADMINISTRATIVE SERVICES AT MM INDRAMAYU HOSPITAL

Agis Gisna Wahyuni, Yoki Oktorian Sukardi
Abstract: Hospital digital transformation requires human resource readiness and the quality of the Hospital Management Information System (SIMRS) for effective administrative services. In practice, the effectiveness of administrative&#8230; ive services is still influenced by variations in employee competency and the quality of the system used. This study aims to analyze the influence of HR competency and SIMRS quality on the effectiveness of administrative services at MM Indramayu Hospital. This study uses a quantitative approach with a survey method. The study population included all non-medical support staff who use SIMRS, totaling 84 respondents, so a saturated sampling technique was used. Data were collected through a Likert scale questionnaire and analyzed using multiple linear regression with the help of SPSS. The analysis results show that HR competency has a positive and significant effect on the effectiveness of administrative services (t = 7.075; p < 0.05). SIMRS quality also has a positive and significant effect on the effectiveness of administrative services (t = 6.781; p < 0.05). Simultaneously, human resource competency and the quality of the Hospital Management Information System (MISRS) had a positive and significant effect on the effectiveness of administrative services (F = 28.257; p < 0.05) with a coefficient of determination (R²) of 0.411. This study concludes that improving the effectiveness of hospital administrative services requires synergy between adequate human resource competency and good quality of the SIMRS. Future research is recommended to examine other factors beyond the research model to gain a more comprehensive understanding