To address the research question, this study employed the TCCM framework to assess 144 research articles relevant to the research issue. Therefore, this study conducted keyword co-occurrence analysis to ascertain the primary themes in marketing technology ecosystem research. Notably, the analysis highlights the central role of service-oriented perspectives, particularly SDL, in shaping the understanding of marketing technology ecosystems. This ranking suggests a distributed global leadership in marketing technology research, with opportunities for institutions from various regions to make significant impacts through high-quality, relevant research. This section delineates the most-cited studies of literature, journals, and countries within the marketing technology ecosystem publications. This integrated approach enhanced the reliability and validity of the conclusions, providing both breadth and depth in understanding the marketing technology ecosystem literature.
- Zhang et al. (Citation2023) observed cultural differences in the Chinese market in technology adoption patterns that suggested the need for culturally adapted marketing technology frameworks.
- The convergence of these technologies creates new challenges for ecosystem governance and value creation (Domenico et al., Citation2024).
- However, the term “MarTech” gained prominence in the early 21st century as digital marketing and the internet revolutionized the industry.
- The ecosystem’s evolution reflects a broader shift toward more integrated, data-driven marketing approaches that balance technological capabilities, ethical considerations and customer needs.
- The cluster analysis was conducted using a corpus of 144 publications developed using a keyword co-occurrence analysis technique (Donthu et al., Citation2021).
- While MarTech offers numerous benefits, it can come with its fair share of challenges that businesses must address.
The tension between blockchain’s immutability and privacy regulations, such as the General Data Protection Regulation (GDPR), presents unique challenges for marketing systems (Treiblmaier, Citation2023). One significant aspect to explore is the intersection between data privacy and emerging technologies. https://synapsewaves.com/articles/monetizing-your-twitch-stream-guide/ This broader applicability of SDL in understanding digital marketing ecosystems supports Zhang and Watson IV’s (Citation2020) arguments about value co-creation in digital environments.
These findings and recommendations bridge the gap between theoretical understanding and practical implementation, contributing to the advancement of both research and practice in https://the-business-mag.net/what-is-growth-hacking-and-how-does-it-work/ the marketing technology ecosystem field. Future research should focus on developing integrated frameworks that address technological capabilities and responsible implementation while focusing on value creation for all ecosystem participants. These insights suggest that the marketing technology ecosystem represents a unique research domain characterized by rapid technological evolution, strong ethical considerations and complex stakeholder interactions. Comparing our findings with recent bibliometric studies highlights the distinct evolution of marketing technology ecosystem research. The field shows a stronger emphasis on practical industry applications alongside theoretical development, evidenced by the high citation impact of industry-focused studies like Buhalis and Sinarta (Citation2019).
Table 3. Most-cited countries in the marketing technology ecosystem.
The sector-specific examples and cross-industry applications make the findings particularly valuable for practitioners seeking to implement or enhance their marketing technology ecosystems. Consequently, this review examined 4 primary contexts – participant, platform, country and industry – that characterize the 44 articles under study, all of which were investigated in marketing technology ecosystem research. This study ensured comprehensive coverage of all publications and materials related to the marketing technology ecosystem domain through a meticulous selection of search procedures. Value co-creation within the marketing technology ecosystem occurs through complex interactions between organizations, customers and technology providers. This study adopts a comprehensive approach to address these questions, investigating articles published within the past seven years that pertain to the academic marketing technology ecosystem.
- This proliferation of specialized publications reflects the field’s rapid evolution and diversification in response to emerging technologies.
- For practitioners, the findings suggest the need for systematic approaches to evaluate and integrate new marketing technologies, particularly AI and blockchain solutions.
- Overall, the research in this cluster emphasizes the need for businesses to embrace digital transformation, innovate their marketing approaches and develop new capabilities to thrive in evolving digital ecosystems.
- The tourism and hospitality industry can benefit from integrating virtual reality for destination marketing, developing real-time personalization systems for travel experiences and implementing blockchain-based booking and loyalty systems.
- The future of the marketing technology ecosystem will be shaped by continued technological innovation, increasing emphasis on privacy and ethics, and a growing focus on sustainability and social responsibility.
The fifth research question concerns prospective research avenues within the marketing technology ecosystem. The content analysis indicates that the marketing https://medicalcases.eu/day-trading-education/ technology ecosystem research encompasses a complex interplay of variables and influential authors. This section consolidates the independent, mediating, dependent and moderating factors discovered in the literature of marketing technology ecosystem studies. The investigations were contextualized by country, data collection platform and participants, following previous systematic literature evaluations (Jebarajakirthy et al., Citation2021); however, the specific industry was also evident. This systematic review adhered to the TCCM framework, illuminating the theoretical foundation of marketing technology ecosystem research (Paul & Rosado-Serrano, Citation2019). This section concentrates on incorporating the literature and establishing new research opportunities for the marketing technology ecosystem.
Observing how these trends continue to evolve, particularly under emerging technologies and changing market dynamics, will be interesting. The data reveal a dynamic field expanding in output and impact, with some year-to-year variability. It presents descriptive information on research articles from Scopus databases, followed by the primary national contributors to journals. Furthermore, analyzing keyword frequency through the co-occurrence networks of pertinent phrases within the collection of articles is advantageous (Lozano et al., Citation2019). Bibliographic data was gathered utilizing the Scopus database, owing to its extensive coverage of publications, which exceeds that of other databases such as the Web of Science.
- The platform lets you choose from a wide range of campaigns, including search ads, display ads, and video ads.
- This multi-dimensional analysis supports Paul and Criado (Citation2020) arguments for more integrated research frameworks while highlighting the unique characteristics of marketing technology research.
- Future studies could address these limitations through several concrete approaches to database integration, temporal analysis and methodological tools.
- Domenico et al. (Citation2024) found that platform dynamics dominated business ecosystem research, while our analysis emphasizes value co-creation and ethical considerations.
- The diverse range of publishers indicates that research in this field includes multiple academic communities, underlining the inclusivity and diversity of the research.
Section 5 explores future research directions for marketing technology ecosystem research. To overcome this challenge, companies should invest in solutions that enable data interoperability and integration. MarTech enables businesses to create personalized and tailored experiences for their customers. Email marketing platforms offer features for email creation and sending, but consolidation and integrations have added to what one might have once expected. These professionals use martech tools to create, execute, manage, orchestrate and measure the performance of their online and offline marketing efforts, including content, campaigns and experiences. From planning to creative execution and every step in between, marketing technology helps you achieve marketing objectives in a more optimized, accurate, and user-friendly way.
Table 1. Most-cited works in marketing technology ecosystem articles.
The research landscape is dominated by influential journals like Industrial Marketing Management and Tourism Review, with the US and UK leading in publications, and institutions like Bournemouth University and Toulouse Business School making significant contributions. Similarly, Özköse et al. (Citation2023) identified primarily tourism applications, while our findings reveal broader industry adoption and diverse theoretical foundations. Domenico et al. (Citation2024) found that platform dynamics dominated business ecosystem research, while our analysis emphasizes value co-creation and ethical considerations.
