Search Articles & Publications

Showing 193 articles found for "Pattern"

Understanding Household Food Security through Financial Literacy and Self-Control: Evidence from Millennial Families in Urban Indonesia

Aslam, Annisa Paramaswary, Parawansa, Ayu Kartini, Regina
Abstract: Household food security remains a critical challenge for many millennial families, particularly in urban areas where rising food prices, unstable household income, and changing consumption patterns increase financial vulnerability.… nerability. While previous studies have primarily emphasized economic factors, limited attention has been given to the combined roles of financial literacy and self-control in strengthening household food security. This study aims to examine the effects of financial literacy and self-control on household food security among millennial families in Mattoangin Village, Makassar City. A quantitative research design was employed using a survey of 180 millennial households selected through purposive sampling. Data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results reveal that financial literacy has a positive and significant effect on household food security by improving financial planning and resource allocation. Self-control also exerts a significant positive influence by promoting disciplined spending behavior and reducing impulsive consumption. Furthermore, financial literacy and self-control jointly explain a substantial proportion of household food security. These findings highlight that both financial knowledge and behavioral discipline are essential for enhancing household resilience. The study recommends strengthening community-based financial education and behavioral intervention programs to promote sustainable household food security among urban millennial families.

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.

Analysis Of The Influence Of Product Quality And Promotion & Reward Programs On Customer Loyalty Through Customer Satisfaction In Gold Savings Customers At BSI

Diana, Ayu Sukma Arsy, Soetjipto, Budi Eko, Churiyah, Madziatul
Abstract: This study aims to analyze the influence of product quality and promotion and reward programs on customer loyalty through customer satisfaction in gold savings customers at Bank Syariah Indonesia (BSI) using the Systematic… ic Literature Review (SLR) approach combined with bibliometric analysis. This study examines scientific articles published in the 2020–2025 range from various reputable databases such as Scopus, ScienceDirect, and Google Scholar. The literature selection process is carried out using the PRISMA method to ensure the quality and relevance of articles. A total of 75 selected articles were analyzed to identify patterns of relationships between variables, research trends, and existing research gaps. The results of the study show that product quality has a significant influence on customer satisfaction, especially through the aspects of security, transparency, and ease of access to gold savings products. In addition, promotional and reward programs have been proven to increase the perception of customer value which has a positive impact on satisfaction and loyalty. Bibliometric analysis reveals an increase in research trends related to customer loyalty in the Islamic banking sector, with a primary focus on digitizing customer services and experience. These findings strengthen the role of customer satisfaction as a crucial mediating variable in building customer loyalty. This research provides theoretical implications in the development of customer loyalty models in the Islamic financial sector as well as practical implications for BSI in designing marketing strategies and improving the quality of gold savings services.

Core Tax Administration System and Transformation of Risk-Based Taxpayer Compliance Supervision in Indonesia

Burhamzah, Rahmat, Rauf, Deddy Ibrahim, Rahmat, Muhammad Rijal Alim
Abstract: Digital transformation is an important agenda in tax administration reform in Indonesia. One of the strategic steps taken by the Directorate General of Taxes (DGT) is the implementation of the Core Tax Administration System… tem (CTAS) as a core system that integrates all tax administration processes. This study aims to examine the role of CTAS in strengthening taxpayer compliance supervision in Indonesia. The research uses a qualitative descriptive approach by utilizing secondary data in the form of DGT performance reports, official publications, and literature related to tax modernization. The analysis was carried out by examining changes in administrative processes, data management, and supervision patterns after the implementation of CTAS. The results of the study show that CTAS plays a role in improving the quality and integration of tax data, strengthening risk-based supervision, and supporting more systematic compliance monitoring. However, the effectiveness of the implementation of CTAS still faces challenges, especially related to the readiness of human resources and the equitable distribution of technological infrastructure.

Analysis Of The Influence Of e-WOM On Shopee Online Purchase Decisions: Systematic Literature Review (SLR) With Bibliometrics

Santoso, Gunawan, Soetjipto, Budi Eko, Churiyah, Madziatul
Abstract: This study aims to analyze the influence of electronic word of mouth (eWOM) on online purchase decisions on the Shopee platform through the Systematic Literature Review (SLR) approach combined with bibliometric analysis.… This study systematically examined various relevant scientific articles from reputable databases over a period of time to identify research trends, collaboration patterns, and developments of eWOM concepts in the context of e-commerce. The literature selection process was carried out using strict inclusion and exclusion criteria to ensure the quality and relevance of the studies analyzed. Furthermore, bibliometric analysis is used to map influential keywords, authors, and citation networks in this topic. The results showed that eWOM had a positive and significant influence on online purchasing decisions, which were mediated by trust factors, risk perception, information quality, and source credibility. In addition, it was found that the trend of eWOM research on the Shopee platform has increased significantly in line with the development of digital commerce and online review-based consumer behavior. This research contributes to enriching the literature review related to eWOM and provides practical implications for business people in optimizing digital marketing strategies based on consumer reviews.  

Mapping Human Capital, Social Capital, and Well Being in Informal Self Employment: A Bibliometric Study

Ni Luh Putu Sariani, Setyo Riyanto, Lenny Christina Nawangsari, Kasmir
Abstract: This study aims to map the development of scientific research on human capital, social capital, and the well-being of self-employed workers in the informal sector during the period 2015–2025. Employing a bibliometric approach… pproach based on Scopus data, this study analyses 102 scientific documents through indicators of annual publication output, country contribution, institutional affiliation, citation level, co-authorship collaboration networks, and keyword co-occurrence using VOSviewer software. The analysis reveals a significantly upward publication trend, particularly in 2024 and 2025. China, the United Kingdom, and Indonesia are recorded as the countries with the highest publication contributions. The most cited article is the work of Prasetyo & Kistanti (2020), which comprehensively integrates human capital, social capital, and entrepreneurship as pillars of sustainable economic growth. Co-authorship network analysis indicates fragmented collaboration patterns, while keyword co-occurrence mapping identifies four main thematic clusters: (1) well-being and entrepreneurship; (2) social capital and human capital; (3) livelihood and the informal sector; and (4) knowledge and sustainable development. These findings suggest the need to strengthen cross-country research collaboration and to expand inquiry into the interaction between human capital and social capital in enhancing the well-being of self-employed workers in the informal sector, particularly in developing countries. This study contributes to the literature by providing an integrated bibliometric overview of how human capital and social capital are positioned in relation to the well-being of self-employed workers in the informal sector

The Effect of Patient Wait Time Efficiency on Patient Satisfaction Level

Zuya, Caesaria Sinta, Paramarta, Vip
Abstract: Patient satisfaction is a key indicator of health service quality and is closely related to loyalty, intention to repeat visit, and institutional reputation 1. Waiting time reflects the efficiency of the process and the… responsiveness of services at the stages of registration, administration, and consultation which have a direct impact on the perception of quality and satisfaction 2. Literature review shows a consistent pattern: long wait times decrease satisfaction, while short, predictable wait times increase satisfaction, especially in outpatient services that have higher expectations of timeliness 3. Waiting longer than 60 minutes is associated with a significant decrease in satisfaction scores, making the management of wait time duration and variability crucial.  Determining factors include queue design, health worker capacity, administrative complexity, and timeliness of doctors; Meanwhile, digital solutions (e.g. Mobile JKN) speed up the pre-visit and visit process and related to a 5.6 reduction in waiting time. This review summarizes the findings of 2015–2024, maps the determinants and mechanisms of the relationship between wait time and satisfaction, and offers managerial strategies for healthcare facilities in Indonesia and internationally 7

Perceptions and Experiences of Beginner Investors In Making Investment Decisions in The Digital Era: A Qualitative Study of Investment Application Users

Pratama, Muhammad Faried, Rachmawati, Tambunan, Rince
Abstract: The rapid development of digital financial technology has significantly transformed investment activities by providing easier access to financial markets through digital investment applications. This study aims to explore… e the perceptions and experiences of beginner investors in making investment decisions in the digital era. Using a qualitative research approach with a phenomenological perspective, data were collected through semi-structured interviews with beginner investors who actively use digital investment applications. The collected data were analyzed using thematic analysis to identify patterns and themes related to investors’ experiences and decision-making processes. The findings reveal that investment decision-making among beginner investors is influenced by several interconnected factors, including the accessibility and usability of digital investment platforms, the influence of social media and online communities, the development of financial literacy, and psychological experiences related to investment gains and losses. Digital investment applications play a crucial role in lowering barriers to market participation by providing user-friendly interfaces and accessible financial information. However, reliance on social media as a source of investment information may also expose investors to misinformation and speculative investment behavior. In addition, emotional responses such as confidence, fear, and uncertainty often influence investment decisions among beginner investors. Overall, the study highlights that investment decision-making in the digital era is a multidimensional process shaped by technological accessibility, social influence, financial knowledge, and psychological factors. These findings contribute to a deeper understanding of investor behavior in digital financial environments and emphasize the importance of financial education and responsible investment practices.

Exploring Consumer Psychology in Digital Product Purchase Decisions: A Qualitative Study of Social Media Users

Rizky, Alifia Ainun, Kessi, Andi Muhammad Fara, Santy, Raeni Dwi
Abstract: The rapid development of digital technology and social media platforms has significantly transformed consumer purchasing behavior, particularly in relation to digital products. Social media has evolved beyond its traditional… onal role as a communication platform and now functions as an important environment where consumers discover, evaluate, and purchase products. This study aims to explore the psychological factors that influence consumer decision-making in purchasing digital products through social media platforms. A qualitative research approach was employed to gain an in-depth understanding of consumers' experiences and perspectives. Data were collected through semi-structured in-depth interviews with social media users who had purchased digital products based on information encountered on social media platforms. The collected data were analyzed using thematic analysis to identify patterns and themes related to consumer psychology in digital purchasing behavior. The findings reveal that consumer decision-making in purchasing digital products is influenced by several interconnected psychological and social factors. Five major themes emerged from the analysis: social media as a discovery environment, cognitive evaluation of digital products, trust formation and credibility cues, psychological motivations for purchasing digital products, and social influence from peers, influencers, and online communities. The results indicate that social media plays a significant role not only in introducing digital products but also in shaping consumer perceptions, trust, and purchase intentions. Consumers actively interpret information obtained from social media, evaluate product credibility through reviews and recommendations, and rely on social interactions to reduce uncertainty before making purchase decisions. This study contributes to the understanding of consumer psychology in digital environments by highlighting how psychological motivations and social influences interact within social media platforms to shape digital purchasing decisions. The findings also provide practical insights for digital marketers and product creators to design more effective strategies that emphasize authenticity, trust-building, and community engagement in promoting digital products.

The Influence of Free Shipping and Online Customer Reviews on the Shopee Platform on Purchasing Decisions of Students of the Faculty of Economics, Nias University

Zebua, Reyan Janefata, Telaumbanua, Aferiaman, Kakisina, Sophia Molinda, Zebua, Serniati
Abstract: This study investigates the role of acquisition premiums in mergers and acquisitions (M&A) and their impact on shareholder wealth, focusing on five major Indian deals in pharmaceuticals, retail, banking, steel, and renewable… able energy sectors. Potential synergies often justify acquisition premiums ranging from approximately 15% to 40% above target companies’ market values. However, market responses suggest that such premiums may not consistently result in value creation for acquiring firms' shareholders. Empirical findings reveal mixed outcomes: Sun Pharma’s acquisition of Ranbaxy led to a 9.8% share price increase within five days, while Tata Steel’s high-premium acquisition of Bhushan Steel saw only a 1.7% gain. In contrast, deals like Reliance–Future Retail and Tata Power–Welspun Power showed minimal or negative returns, despite sizable premiums. These patterns indicate that premium size alone is not a reliable predictor of post-deal shareholder wealth creation. The study concludes that M&A success depends more on strategic fit, market timing, and sectoral dynamics than on the premium offered. This analysis contributes to the broader M&A discourse by offering evidence-based insights into how premium valuations can either maximise or dilute shareholder value, aiding investors, corporate strategists, and policy analysts in deal assessment.