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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.

The Role of Tax Literacy in The 12% Vat Rate and Lifestyle on Purchasing Decisions

Nursasi, Enggar, Munfaqiroh, Siti
Abstract: This study examines the effects of the VAT rate increase and lifestyle on purchasing decisions among consumers in the Malang area, with tax literacy as a moderating variable. An explanatory quantitative design was applied… d using PLS-SEM (SmartPLS 4.0) with 81 respondents selected through purposive sampling. The results indicate that VAT rate increase (β = 0.537; p = 0.000) and lifestyle (β = 0.285; p = 0.024) each have a significant positive effect on purchasing decisions. Tax literacy does not directly affect purchasing decisions (β = 0.066; p = 0.465), but functions as a significant moderator: it strengthens the effect of the VAT rate increase (β = 0.309; p = 0.037) while weakening the effect of lifestyle (β = −0.337; p = 0.031). These findings suggest that tax literacy may shift the basis of consumer decision-making toward a more rational-fiscal orientation, offering preliminary evidence for the value of tax education programs that address everyday consumption contexts

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.

The Effect of Product Placement and Brand Awareness on Purchase Intention With Brand Image As a Moderating Variable

Nuraulia, Willma Petir, Asnawi, Nur
Abstract: This study aims to analyze the influence of product placement and brand awareness on purchase intention, with brand image as a moderating variable among Korean drama viewers in Malang City. This study uses a quantitative… approach with an associative research type. The sampling technique used purposive sampling with a total of 140 respondents who have watched Korean dramas and seen Kopiko products in Korean dramas. Data collection was conducted through an online questionnaire using a five-point Likert scale, while data analysis used the Structural Equation Modeling (SEM) method based on Partial Least Square (PLS) with the help of SmartPLS. The results show that product placement and brand awareness have a positive and significant effect on purchase intention. In addition, brand image is able to moderate the relationship between product placement and purchase intention, but is unable to moderate the relationship between brand awareness and purchase intention. The results of this study indicate that Kopiko product placement in Korean dramas and high brand awareness can increase consumer purchasing interest. This study is expected to be a reference for companies in developing marketing strategies through entertainment media and building a positive brand image to increase consumer purchase intention.

The Influence Of Motivation And Organizational Culture On Psychological Well-Being Mediated By Employee Job Satisfaction

Santoso, Agus Rahmat, Soetjipto, Budi Eko, Wardhana, Ludi Wishnu, Churiyah, Madziatul
Abstract: This study aims to analyze and map the development of scientific studies on the influence of motivation and organizational culture on the psychological well-being of employees with job satisfaction as a mediating variable… e through  the Systematic Literature Review (SLR) approach combined with bibliometric analysis. The research method uses an SLR approach with the stages of identification, selection, feasibility, and inclusion of articles obtained from various reputable scientific databases. The articles analyzed are international and national journal publications that are relevant to the topics of work motivation, organizational culture, job satisfaction, and employee psychological well-being. Bibliometric analysis was carried out to identify research trends, publication developments, author collaborations, as well as keyword mapping that is often used in related research. The results show that work motivation and organizational culture play an important role in increasing employee job satisfaction, which ultimately contributes to improved psychological well-being in the workplace. Job satisfaction has been shown to function as a mediating variable that strengthens the relationship between organizational factors and employee psychological conditions. In addition, the results of bibliometric analysis show that research on employee psychological well-being has been growing in recent years with a focus on aspects of a healthy work environment, organizational support, and strategies to improve the quality of work life. The findings of this study provide theoretical and practical implications for the development of human resource management in creating a conducive work environment, increasing employee motivation, and building a positive organizational culture to support the psychological well-being of employees in a sustainable manner.

The Effect Of Packing Machine Automation On Operator Productivity With Moderation Of Technical Competence And Workload Perception

Kartika, Mohammad, Churiyah, Madziatul, Soetjipto, Budi Eko
Abstract: This study aims to analyze the influence of packing machine automation on operator productivity in the facial tissue industry by considering the role of moderation, technical competence and operator workload perception.… The method used is Systematic Literature Review (SLR) by reviewing scientific articles published in the 2020–2026 range from reputable databases such as Scopus. The selection process was carried out using the PRISMA approach through the identification, screening, eligibility, and inclusion stages, resulting in a number of articles relevant to the topics of industrial automation, labor productivity, technical competence, and workload. The results of the study show that the implementation of packing machine automation in general has a positive impact on increasing operator productivity through time efficiency, quality consistency, and reduction of manual errors. Nevertheless, the effectiveness of automation is highly dependent on the level of technical competence of the operator, especially in the operation, maintenance and troubleshooting of the machine. In addition, workload perception has also been shown to moderate the relationship, where automation can lower physical workloads but potentially increase mental workloads due to the demands of automated system supervision. Other findings suggest that an imbalance between automation levels and human resource readiness can hinder productivity optimization. Conceptually, this study confirms that the relationship between packing machine automation and operator productivity is not linear, but is influenced by individual and psychological factors. The practical implications of this study are the importance of technical competency-based training as well as adaptive workload management in supporting the successful implementation of automation in the manufacturing industry. This research contributes to the development of an integrative model that connects technology, people, and operational performance in the context of the tissue processing industry.