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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 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

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 Influence of Accounting Information System Quality, User Trust, and Service Quality on The Decision To Use The Ovo Application in Surabaya

Rizqi Setyo Laksono, T, Sutrisno
Abstract: The expansion of digital financial services has contributed to the increasing adoption of digital wallet applications such as OVO in community transaction activities. In this context, the decision to use an application is… s determined not simply through system-related technical aspects, alongside psychological and operational considerations. This research focuses on examining the influence of the accounting information system quality, user trust, and service quality on the decision to use the OVO application in Surabaya City. Primary data were used in this study, which employed a quantitative approach. Purposive sampling was applied to obtain 100 respondents. The data were gathered through online questionnaires distributed via Google Forms to OVO users in Surabaya City and then analyzed using SPSS Statistics 26. This study involved respondents who were users of the OVO e-wallet in Surabaya City. The results demonstrate that the quality of the accounting information system, user trust, and service quality contribute positively to the decision to use the OVO application in Surabaya City. The use decision regarding the OVO application in Surabaya City is driven by the interplay of sound system quality, strong user trust, and sufficient service quality.

Analysis of The Licensing Service System in Improving The Quality of Micro, Small and Medium Enterprises Products in Maros Regency

Nurhaedah, Nurhaedah, Wildam, A. Arwinda, Syahrir, Ardianto, Muh. Dwi
Abstract: Micro, Small and Medium Enterprises (MSMEs) are the backbone of Maros Regency's economy, with a significant development of 1,000 units to 2,000 units until December 2025, which is dominated by the culinary sector. In addition,… ition, the fisheries sector is also the focus of development with milkfish production with a production of more than 9,100 tons per year by 2024 with market potential that continues to grow in line with the Free Nutritious Meal (MBG) program involving MSMEs as suppliers. The contribution of MSMEs is not only felt in the absorption of labor and income of the local community, but also supports the tourism sector through souvenir products and services related to tourist destinations such as Bantimurung Tourism Park and Rammang-rammang Kart Area to support more sustainable growth, access to business legality and ease in the licensing process are crucial factors that need to be considered. Data collection for this study was carried out from December 1, 2025 to December 24, 2025. Respondents in this study were collected from MSME actors in Maros Regency and have obtained permits at the Maros Investment and One-Stop Service Office which was obtained by 40 respondents. Primary data from this study was obtained from research instruments in the form of answers from questionnaires that were distributed online by using google forms to 40 respondents at Maros Link which was distributed containing 9 questions and for each question item there were 4 alternative answers that had been provided

The Role of Entrepreneurship Courses in Shaping Students' Business Character and Interests in the Digital Era (Case Study of STIMI YAPMI Makassar Students Class of 2023)

Adrianah, Adrianah, Sari, Rukmana, Nginang, Yusra, Hawania, Siti
Abstract: This research aims to analyze the role of the Entrepreneurship Course (MK) in shaping entrepreneurial character and fostering business interest in STIMI YAPMI Makassar Class of 2023 students in the midst of the challenges… s of the digital era. The research method used was qualitative descriptive with data collection techniques through observation, interviews, and questionnaires of 30 respondents. The results of the study show that MK Entrepreneurship makes a significant contribution (90%) in increasing self-efficacy and student courage in taking business risks. In the context of interest, as many as 83% of respondents stated that they were interested in building a digital-based business, especially through social commerce platforms  and  digital resellers. However, the main obstacles found are limited financial capital and the need for technical assistance related to advanced digital marketing. In conclusion, entrepreneurship education at STIMI YAPMI Makassar has succeeded in building a strong character foundation, but it is necessary to strengthen the business incubation aspect so that students' interests can be realized into sustainable business units.

Digitalization and Financial Inclusion as an MSMe Business Sustainability Strategy: A Case Study In The Food and Beverage Sector

Fitriyani, Ika, Fietroh, Muhammad Nur, Sumbawati, Novi Kadewi, Ismawati, Kamal, Afina Aurellya, Yuliana
Abstract: This study aims to analyze the role of digitalization and financial inclusion of Micro, Small, and Medium Enterprises (MSMEs) as business sustainability strategies. Digital transformation and inclusive financial access are… re important factors in increasing the competitiveness of MSMEs in the digital economy era. This research uses a qualitative approach with a case study method on MSMEs in the food and beverage sector. Data collection was carried out through in-depth interviews, observations, and documentation, while data analysis used thematic analysis techniques. The results show that digitalization contributes to improving operational efficiency, expanding market access through digital platforms, and strengthening relationships with customers. On the other hand, financial inclusion facilitates access to formal financial services, such as financing and digital payment systems, thereby supporting more professional business management. The synergy between digitalization and financial inclusion has proven to be able to increase the innovation capacity and productivity of MSMEs, which ultimately encourages business transformation towards a higher scale. However, there are several obstacles faced, such as low digital and financial literacy and limited access to infrastructure. Therefore, support from various parties is needed through training, mentoring, and policies that support the empowerment of MSMEs in a sustainable manner

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.

Procurement Liberation: How School Districts are Cutting 47% of Purchasing Waste by 2025

Dzreke, Simon Suwanzy
Abstract: A mid-sized school district could achieve annual savings of $2.3 million—sufficient to support significant teacher salary increases—by streamlining procurement processes and reducing the number of suppliers from 87 to 12.… o 12. This practical success reflects the operational rigor of enterprise models, exemplified by Walmart Business, which has been successfully tailored for K-12 education. The study indicates a systemic crisis. Sixty-eight percent of U.S. districts experience a 19% loss of their non-payroll budgets due to procurement inefficiencies, resulting in significant financial losses for classrooms attributed to fragmented purchasing and compliance deficiencies. The study employs a rigorous mixed-methods analysis, incorporating in-depth case studies from 35 districts, a national survey of 300 procurement officers, and comprehensive spend analytics, to illustrate the transformative outcomes associated with enhanced procurement maturity. Consolidated purchasing platforms reduce processing costs by 53% and capture 92% of rebates. Additionally, the new Procurement Simplicity Scorecard predicts 79% efficiency gains, offering leaders a practical diagnostic tool. This study presents two validated innovations: the K-12 Procurement Maturity Model, which delineates a phased progression from fragmentation to strategic excellence, and the Zero-Waste Playbook, which details tactical measures for waste elimination. The evidence indicates that reengineering procurement is not merely an administrative concern; it represents a significant, frequently neglected mechanism for generating billions in savings by 2025. These funds have the potential to enhance arts programs, update outdated STEM laboratories, and recruit and retain high-quality educators. This research offers a definitive framework for districts aiming to transform waste into opportunities for equity.