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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.<\/p>\n<\/p>\n
The tension between blockchain\u2019s 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\/<\/a> This broader applicability of SDL in understanding digital marketing ecosystems supports Zhang and Watson IV\u2019s (Citation2020) arguments about value co-creation in digital environments.<\/p>\n<\/p>\n 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\/<\/a> 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).<\/p>\n<\/p>\nTable 3. Most-cited countries in the marketing technology ecosystem.<\/h2>\n<\/p>\n