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
Abstract:The digital transformation in higher education requires universities to provide not only reliable technology-based academic services but also physical facilities that support the student learning experience. This study aims…
ims to analyze the effect of the Academic Information System (SIAKAD) e-Service Quality and campus facilities on institutional image, with student satisfaction as an intervening variable. The study employed a quantitative approach with a causal associative design. Data were collected through a five-point Likert-scale questionnaire from 80 active students of STIMI-YAPMI Makassar selected using a purposive sampling technique. Data analysis was conducted using validity and reliability tests, path analysis, and the Sobel test to examine the mediating role. The results showed that e-Service Quality and physical facilities had a positive and significant effect on student satisfaction and institutional image. E-Service Quality had the most dominant influence on student satisfaction. Furthermore, student satisfaction was shown to mediate the effect of e-Service Quality on institutional image, but not the effect of physical facilities on institutional image. These results indicate that e-Service Quality shapes institutional image through student experience and satisfaction, while physical facilities act as a reputational symbol that directly influences image. This research provides theoretical contributions in the development of higher education service management models as well as practical implications for higher education managers in formulating strategies for improving service quality and strengthening the institution's image in a sustainable manner.
Abstract:This study aims to analyze the effect of increasing servicescape and modernization of Public Fuel Filling Station (SPBU) services on the purchase decision of Pertamax Series products with perceived value as a mediating variable.…
ariable. This study uses a Systematic Literature Review (SLR) approach combined with bibliometric analysis to identify, map, and synthesize relevant research developments related to the quality of the service environment, modernization of fuel retail services, perceived value by consumers, and purchasing decisions. Research data was obtained from various reputable scientific articles indexed in academic databases such as Scopus and Google Scholar with a range of publications of the last ten years. The literature selection process is carried out systematically through the stages of identification, screening, feasibility, and inclusion using the PRISMA guidelines. Bibliometric analysis is used to map research trends, author collaboration, and keyword linkages analyzed using VOSviewer software. The results of the study show that increasing servicescape such as facility comfort, cleanliness, physical design, and the availability of supporting facilities is able to increase consumer perception of gas station services. In addition, service modernization through payment digitalization, self-service systems, and technology-based service innovations also strengthen customer experience. The combination of these two factors has been proven to increase perceived value which ultimately encourages consumers to make a decision to purchase Pertamax Series products. The findings of this study make a conceptual contribution to the development of a study of consumer behavior in the energy retail sector and provide practical implications for petrol station managers in designing strategies to improve service quality and modernize facilities to increase consumer preference for high-quality fuels.
Abstract:This study aims to systematically analyze the influence of ease of use and product safety on sales increase with customer satisfaction as a mediating variable through a Systematic Literature Review (SLR) approach combined…
d with bibliometric analysis. The research method uses a qualitative-descriptive approach with SLR techniques to identify, select, and analyze relevant scientific articles from various academic databases in a given publication period. The literature selection process is carried out through the stages of identification, screening, eligibility, and inclusion so that a number of articles that meet the inclusion criteria are obtained. Bibliometric analysis is used to map research trends, author collaborations, and developments on topics related to ease of use, product safety, customer satisfaction, and sales improvement. The results of the study show that the ease of use of products or services contributes significantly to the perception of value and customer comfort in using the product, which ultimately increases the level of satisfaction. In addition, product safety is also an important factor that affects customer trust so as to strengthen consumer satisfaction and loyalty. Customer satisfaction has been shown to play a role as a mediating variable that strengthens the relationship between ease of use and product safety to increased sales. The findings of this study confirm that companies need to optimize aspects of ease of use and product safety as a strategy to increase customer satisfaction and encourage sustainable sales growth. This study also makes theoretical and practical contributions in the development of marketing literature and consumer management, especially related to the integration of SLR approaches and bibliometric analysis in understanding the dynamics of factors that influence sales increases.
Abstract:The issue of digitalization of education has led to the increased dependency on Information Systems (IS), especially Learning Management Systems (LMS), to provide continuity of learning after the COVID-19 pandemic situation.…
ion. At Edulab, as a large learning service provider in Indonesia, LMS works as a central of learning provision, evaluation, communication, and academic tracking. Despite the strategic role, there are still frequent problems like unreliable access, incomplete evaluation, flawed data, and deteriorated performance when the system is at its peak usage, and it interferes with the learning processes and lowers the level of user confidence. This paper discusses the effect of LMS quality on service delivery, satisfaction among users and effectiveness of the entire platform at the institution. It is being analyzed in terms of the DeLone and McLean Information System Success Model, which is being supplemented by the Technology-Organization-Environment (TOE) framework. The mixed method was used, which integrated a survey of 1,081 users of the LMS who were estimated through Structural Equation Modeling (SEM) and a semi-structured interview with key stakeholders of the management. The results suggest that system, information, and service quality are very powerful predictors of user satisfaction with service quality coming out as the most significant factor in LMS effectiveness in service-oriented institutions of learning.
Abstract:This study aims to determine the effect of learning styles on academic achievement, the effect of learning motivation on academic achievement, and the effect of learning styles and learning motivation on academic achievement.…
ment. Sampling was carried out using a simple purposive sampling technique so that 44 students were obtained. Data collection used an online questionnaire. Data analysis used multiple linear regression analysis. The results of the study showed that the partial test (t-test) concluded that learning styles had a significant effect on academic achievement and learning motivation had a significant effect on academic achievement. Based on the F test, it was concluded that learning styles and learning motivation jointly influenced the learning achievement of FEB students at Makassar State University. Therefore, teachers are advised to analyze student learning styles in determining teaching methods and always motivate students to increase the intensity of their learning efforts.
Abstract:This study examines the influence of knowledge management on employee competencies at PT. Semen Indonesia Unit Tonasa. Knowledge management, encompassing knowledge creation, storage, sharing, and application, plays a crucial…
cial role in enhancing employee knowledge, skills, and attitudes. Employing a quantitative approach, data were collected through structured questionnaires and analyzed using Structural Equation Modeling (SEM). The findings reveal a significant positive relationship between knowledge management and employee competencies, with a path coefficient of 0.512 and a t-statistic of 7.245. Among the dimensions, knowledge sharing emerged as the strongest contributor to competency development, fostering collaboration and collective learning. Employees reported significant improvements in technical expertise, problem-solving skills, and adaptability. However, challenges such as resistance to change, uneven participation, and resource constraints were identified as barriers to the full implementation of knowledge management initiatives. This study underscores the importance of structured knowledge management practices in developing a skilled and adaptable workforce. Practical recommendations include fostering a knowledge-sharing culture, addressing resistance to change, promoting inclusive participation, and investing in knowledge management systems. These insights are expected to contribute to the academic literature and provide actionable strategies for organizational development
Abstract:Multi-sensory brand experience has emerged as a crucial factor in modern marketing, significantly influencing customer satisfaction, brand perception, and loyalty. Despite its increasing importance, research in this area…
remains fragmented, with theoretical integration and empirical validation gaps. This study employs a Systematic Literature Review (SLR) and bibliometric analysis using the Scopus database to map the evolution of research on multi-sensory brand experiences and their impact on customer satisfaction. From an initial dataset of 203 documents, a rigorous selection process resulted in 41 relevant articles for in-depth analysis. Using VOS viewer, the study visualizes research networks, inter-topic relationships, and emerging trends, revealing a 47% increase in publication volume from 2012 to 2024.
Findings indicate that customer satisfaction, consumer behaviour, and sales are dominant themes, with sentiment analysis and digital technology (AI, AR) gaining traction in recent years. However, significant gaps remain, particularly in experimental studies quantifying the long-term impact of multi-sensory experiences on customer loyalty and cross-industry comparisons of multi-sensory branding effectiveness. The novelty of this study lies in its combined bibliometric and systematic approach, which identifies critical research trends, theoretical gaps, and emerging digital strategies in multi-sensory marketing. This study contributes to the academic discourse by comprehensively synthesizing research trends and proposing future research directions in technology-driven branding strategies and consumer engagement.
Abstract:This systematic literature review (SLR) article discusses the role of e-commerce education to increase the economic growth of generation z (Gen Z) in Indonesia. The purpose of this study is to determine aspects of e-commerce…
erce education to support the economic growth of Gen Z in Indonesia. E-commerce education is understood as a place to form the right self-potential to improve Gen Z's digital skills. The method of writing a systematic literature review (SLR) article is a library research method sourced from the Scopus database. The results of this literature review study found that e-commerce education integrated with industry can create Gen Z who have skills in managing digital technology, creativity, and are able to adapt according to the job market. The implications of this study are to encourage the government, academics, and industry players to assist Gen Z through e-commerce education so that their potential becomes a source of economic growth in Indonesia in the future.
Abstract:The era of artificial intelligence (AI) has brought significant changes in Strategic Human Resource Management (SHRM). This study aims to explore organizational adaptation strategies in facing the integration of AI in SHRM…
RM after 2024. Using the Scoping Review method, this study identifies key trends, challenges, and best strategies in implementing AI in HR management. The review results show that AI improves efficiency in recruitment, performance evaluation, and employee skills development, but also presents ethical challenges such as algorithmic bias and personal data protection. In addition, companies that are successful in adopting AI implement reskilling and upskilling strategies to ensure workforce readiness. This study provides insights for academics and practitioners in developing HR policies that balance technological efficiency and a human value-based approach.