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Showing 4768 articles found for "Data"

Internal and External Banking Determinants on Conventional Banking Profitability in Indonesia

Sabreena, Alisa Fatin, Soelistyo, Aris, Anindyntha, Firdha Aksari
Abstract: This research aims to analyze the influence of internal and external bank factors which include Capital Adequacy Ratio (CAR), Loan to Deposit Ratio (LDR), Non-Performing Loans (NPL), interest rates, inflation and economic… c growth on Return on Assets (ROA) in conventional banking in Indonesia. This research uses quantitative methods with a causality approach. The data used is secondary data obtained from bank financial reports and official publications related to the research period. The analysis technique used is panel data regression using model selection tests, classical assumption tests, and hypothesis tests. The research results show that all independent variables simultaneously influence ROA. Partially, NPL has a significant negative effect on ROA, while other variables such as CAR, LDR, interest rates, inflation and economic growth show varying effects on bank profitability. This research concludes that credit risk is the dominant factor influencing banking financial performance.

The Role of Service Innovation and Service Quality in Improving Customer Satisfaction

Firmansyah, Destya Salsabila, Firmansyah, Yayan
Abstract: This research had the objective to determine the impact of innovation on service and service quality on customer satisfaction at the Baleendah Customer Service Unit of PT PLN (Persero). A causal quantitative method was employed.… mployed. A sample of 125 respondents, all of whom had experienced service innovation, was selected for this study. The analysis was conducted using SmartPLS software, employing validity, reliability, and hypothesis tests to examine the data. The findings of this research indicate that the service innovation variable has a significant direct impact on the expected variable with a value of 0.036. Additionally, both service innovation and service quality significantly influence the customer satisfaction variable at the Baleendah Customer Service Unit of PT PLN (Persero), with an indirect effect of 0.173.

The Effect of Work Discipline, Compensation, and Work Environment on Employee Performance at PT. Pembangunan Teknik Konstruksi

Rahman, Rusman Nopriady, Mahcmud, Mulyana, Sudirman, Irmayanti, Tijjang, Bakhtiar, Safrida
Abstract: This study aims to analyze the effect of work discipline, compensation, and work environment on employee performance at PT. Pembangunan Teknik Konstruksi. This research employs a quantitative approach using SPSS version… 27 for data analysis. Data were collected through questionnaires, interviews, literature review, and documentation. The population in this study consisted of 103 employees, and the sampling technique used was saturated sampling, resulting in 103 respondents. The results of the study indicate that partially, work discipline has a positive and significant effect on employee performance, and compensation also has a positive and significant effect on employee performance. Meanwhile, the work environment does not have a significant effect on employee performance. Simultaneously, work discipline, compensation, and work environment have a significant effect on employee performance. The findings of this study reveal that work discipline and compensation are the dominant factors in improving employee performance, while the work environment is not the main factor in this research context. Therefore, the company is recommended to focus more on enhancing work discipline and providing fair and appropriate compensation to improve employee performance optimally

Mapping the Literature on Digital Marketing, Brand Image, Perceived Value, and Purchase Intention: A Bibliometric and Systematic Review

Kusumasari, Diana Dwi, Soetjipto, Budi Eko, Churiyah, Madziatul
Abstract: consumer behavior. In recent years, digital marketing particularly through social media platforms has become an essential strategy for firms to enhance consumer engagement and influence purchasing decisions. Despite the… growing body of literature on this topic, the relationships among digital marketing, brand image, perceived value, and purchase intention remain fragmented across previous studies. Therefore, this study aims to provide a comprehensive overview of the research landscape and identify emerging trends in this field. This study employs a Systematic Literature Review (SLR) combined with bibliometric analysis to examine publications related to digital marketing, brand image, perceived value, and purchase intention. Data were collected from the Scopus database covering the period from 2021 to 2026. Bibliometric mapping and keyword co-occurrence analysis were conducted using VOSviewer to identify research clusters, thematic structures, and the evolution of research topics. The findings reveal a significant increase in publications on digital marketing and consumer behavior in recent years, indicating growing academic interest in this field. The bibliometric analysis shows that social media marketing acts as a central theme connecting several key concepts such as brand image, perceived value, and purchase intention. Furthermore, overlay visualization indicates that emerging research topics include perceived value, consumer engagement, customization, and brand awareness, reflecting a shift toward a more holistic understanding of consumer experience in digital environments. This study contributes to the literature by mapping the intellectual structure and research evolution in the digital marketing domain and highlighting potential research directions for future studies. The findings also provide insights for researchers and practitioners in developing more integrated marketing strategies that enhance brand perception and perceived value to influence consumer purchase intention.

Mapping The Intellectual Structure of Service Quality and Customer Loyalty Research: A Global Bibliometric Study in The Banking Industry

Febriyani, Yanik, Soetjipto, Budi Eko, Churiyah, Madziatul
Abstract: This study aims to map the intellectual structure and global research trends regarding service quality and customer loyalty in the banking industry through a Systematic Literature Review (SLR) and bibliometric analysis.… Research data were obtained from the Scopus database covering the period from 2018 to 2025 using the keywords service quality, customer loyalty, and banking industry. The literature selection process was conducted using the PRISMA protocol, resulting in 33 scientific articles that met the inclusion criteria for further analysis. Bibliometric analysis was performed using VOSviewer software to map author collaboration networks, keyword relationships, and the evolution of research themes. The research findings indicate that the concepts of service quality, customer satisfaction, and customer loyalty are core themes dominating the research literature in the banking sector. Additionally, the study highlights the emergence of new themes related to customer experience, digital services, corporate social responsibility, and customer relationship management, which enrich the understanding of customer loyalty formation. Bibliometric visualizations also indicate that research collaboration remains relatively limited and scattered across several small groups of authors, despite the research having been reviewed on a global scale. These findings confirm that research on service quality and customer loyalty in the banking industry continues to evolve toward a more multidimensional approach in tandem with the ongoing digital transformation of services.

Digital Payment Usage and Financial Management Behavior: Evidence from Management Students at FEB UNM

Anwar
Abstract: The rapid development of financial technology has transformed the way university students conduct daily financial transactions. Digital payment systems offer convenience, speed, and accessibility; however, their use may… also influence students’ financial management behavior. This study aims to analyze the relationship between digital payment usage and financial management behavior among Management students at the Faculty of Economics and Business, Universitas Negeri Makassar (FEB UNM). The study focuses on how the frequency, ease of use, perceived usefulness, and security of digital payment services contribute to students’ ability to manage expenses, control spending, plan budgets, and make financial decisions. This research employs a quantitative approach by collecting data through questionnaires distributed to Management students. The data are analyzed to identify the influence of digital payment usage on students’ financial behavior. The findings are expected to provide empirical evidence that digital payment usage can affect students’ financial habits, particularly in terms of spending control, budgeting discipline, and transaction awareness. This study contributes to the literature on digital finance and student financial behavior by highlighting the importance of responsible digital payment adoption. Practically, the results may provide insights for universities, students, and financial service providers in promoting financial literacy and healthier financial management practices in the digital era.

Mapping the Role of Social Media Marketing in Purchase Decisions through Brand Trust: A Systematic Review and Bibliometric Analysis

Ambarwati, Titisari, Soetjipto, Budi Eko, Churiyah, Madziatul
Abstract: The rapid development of digital technologies has significantly transformed marketing practices and consumer behavior. In recent years, digital marketing, particularly through social media platforms, has become an essential… ial strategy for firms to enhance consumer engagement and influence purchase decisions. Despite the growing body of literature, the relationships among social media marketing, brand trust, customer preference, and purchase decision remain fragmented across previous studies. Therefore, this study aims to provide a comprehensive overview of the research landscape and identify emerging trends in this field. This study employs a Systematic Literature Review (SLR) combined with bibliometric analysis to examine publications related to social media marketing, brand trust, customer preference, and purchase decision. Data were collected from the Scopus database covering the period from 2021 to 2026. Bibliometric mapping and keyword co-occurrence analysis were conducted using VOSviewer to identify research clusters, thematic structures, and the evolution of research topics. The findings reveal a significant increase in publications on social media marketing and consumer behavior, indicating growing academic interest in this domain. The bibliometric analysis shows that social media marketing acts as a central theme connecting key variables such as brand trust, customer preference, and purchase intention/decision. Furthermore, overlay visualization indicates that emerging research topics include consumer engagement, influencer marketing, electronic word-of-mouth (e-WOM), and perceived value, reflecting a shift toward a more integrated and experiential understanding of consumer behavior in digital environments. This study contributes to the literature by mapping the intellectual structure and research evolution in the social media marketing domain and highlighting potential directions for future research. The findings also provide insights for researchers and practitioners in developing more effective and trust-oriented digital marketing strategies to influence consumer purchase decisions

The Effect of Financial Literacy and Lifestyle on Financial Management Behavior with Self-Efficacy as a Mediation Variable

Fatra Yahya Masruroh, Rifa, Sartika, Farahiyah
Abstract: This study aims to analyze the influence of financial literacy and lifestyle on financial management behavior, with self-efficacy as a mediating variable among young workers in Tuban Regency. This study employed a quantitative… tative approach involving 160 respondents, and the data were analyzed using Structural Equation Modeling-Partial Least Squares (SEM-PLS) through SmartPLS 3. The results indicate that financial literacy, lifestyle, and self-efficacy have significant effects on financial management behavior. Financial literacy also significantly influences self-efficacy, while lifestyle does not have a significant effect on self-efficacy. Furthermore, self-efficacy is proven to mediate the relationship between financial literacy and financial management behavior, but it does not mediate the relationship between lifestyle and financial management behavior

Employee Adaptation To Artificial Intelligence In The Workplace: A Phenomenological Study In South Sulawesi Companies

Dipoatmodjo, Tenri Sayu Puspitaningsih, Burhanuddin, Arif, Hery Maulana
Abstract: The rapid integration of Artificial Intelligence (AI) into organizational systems has transformed workplace dynamics, employee responsibilities, and patterns of human labor. Although AI implementation improves operational… l efficiency and productivity, it also creates psychological and professional challenges for employees adapting to technological change. This study aims to explore the lived experiences, emotional responses, and adaptation strategies of employees in South Sulawesi companies undergoing AI-driven digital transformation. This research employed a qualitative phenomenological approach. Data were collected through in-depth semi-structured interviews with 20 participants from the banking, manufacturing, retail, technology, and service sectors in South Sulawesi, Indonesia. Participants were selected using purposive sampling based on direct exposure to AI systems and a minimum of 1.5 years of work experience. The data were analyzed using thematic analysis to identify recurring patterns and meanings related to employee adaptation. The findings revealed six major themes: AI as a tool for improving efficiency and productivity, fear of job displacement and career uncertainty, the importance of continuous learning and digital skill development, the role of organizational support and leadership communication, the emergence of human–AI collaboration, and varied psychological responses to technological change. Employees who received organizational support and training demonstrated greater adaptability and confidence in responding to AI implementation. The study emphasizes the importance of human-centered change management strategies that prioritize psychological safety, transparent communication, and continuous digital training. This research contributes to the limited phenomenological literature on AI adaptation in Indonesia and provides practical implications for human resource management and organizational behavior in the era of digital transformation.

Consumer Trust In Influencer-Based Digital Marketing: A Qualitative Study Among Beauty Product Consumers In Makassar City

Riu, Isma Azis, Radjab, Irsan, Arif, Hery Maulana, Haeruddin, M. Ilham Wardhana, Aswar, Nurul Fadilah
Abstract: Influencer marketing has emerged as a dominant strategy within the digital marketing landscape, particularly in the Indonesian beauty industry. This study investigates how consumers in Makassar City develop and sustain trust… rust in influencer-based marketing content on social media platforms. Employing a qualitative descriptive approach, in-depth semi-structured interviews were conducted with 20 purposively selected participants who actively consume beauty content on Instagram, TikTok, and YouTube. Data were analyzed using thematic analysis encompassing open coding, axial coding, and selective coding procedures. The findings reveal five core themes: (1) authenticity as the primary driver of trust formation; (2) the negative impact of excessive commercialization on perceived credibility; (3) the role of influencer expertise and product knowledge in legitimizing recommendations; (4) parasocial relationships as amplifiers of emotional attachment and brand loyalty; and (5) consumer skepticism as an emerging critical evaluation strategy. The study demonstrates that trust remains the central mediating variable linking influencer characteristics to purchase intentions. Consumers exhibit nuanced evaluation behaviors, distinguishing between genuine advocacy and sponsored content. The research contributes theoretically by integrating Source Credibility Theory, Parasocial Interaction Theory, and the Trust-Commitment Theory within the influencer marketing context. Managerially, the findings suggest that brands should prioritize authentic, transparent, and expertise-driven influencer collaborations rather than high-volume promotional campaigns.