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Mapping the Trends and Development of Ethnoscience Research in Science Education: A Bibliometric Analysis (2015–2025) Ahmad Hardyan Isnaini; Mahrus Mahrus; Muhamad Rizqi Duha Pramudya; Rahma Adinda Putri; Naveed Toofani; Rangga Alif Faresta
Indonesian Journal of Educational Innovation Vol. 2 No. 1 (2026): January - April
Publisher : Yayasan Siti Widhatul Faeha Salahudin Syawal

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65622/ijei.v2i1.246

Abstract

The integration of local wisdom into science education is increasingly recognized for fostering contextual learning; however, a comprehensive mapping of its global development remains limited. This study aims to map the publication trends, knowledge structures, and future trajectories of ethnoscience research over the past decade. A bibliometric analysis was conducted on 849 articles published between 2015 and 2025, sourced from the Dimensions.ai database, and visualized using VOSviewer. The findings reveal a significant publication surge peaking in 2025 (29.1%), with Indonesia driving the research output primarily through teacher education institutions. Co-occurrence analysis identifies four distinct thematic clusters: macro-level curriculum policy, instructional material development, experimental Classroom implementation, and student performance evaluation. The structural evolution of these clusters suggests that ethnoscience is increasingly being adopted as a viable instructional approach. Nevertheless, significant research gaps remain, particularly at the intersection of climate change adaptation and emerging technologies. The implications of this study provide a concrete roadmap for future researchers, highlighting the critical need to integrate ethnoscience with artificial intelligence and global environmental challenges to ensure the sustained relevance of culturally responsive science education.
Seagrass Ecosystem Research in Indonesia: Trends, Research Gaps, and Conservation Implications — A Systematic Review Ahmad Hardyan Isnaini; Naveed Toofani; Irman Mulia; Maria Rosalinda Febrianti Sawu
Indonesian Journal of Tropical Biology Vol. 2 No. 2 (2026): August In Progres
Publisher : Yayasan Siti Widhatul Faeha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65622/ijtb.v2i2.321

Abstract

Seagrass ecosystems are increasingly recognized for their ecological, climate-regulation, and socio-economic importance, yet the development of seagrass research in Indonesia remains fragmented. This systematic review examined research trends, dominant themes, knowledge gaps, and conservation implications of Indonesian seagrass studies published during 2015–2025. Literature was retrieved through Google Scholar using Publish or Perish and screened following the PRISMA 2020 framework. Twenty original research articles met the eligibility criteria and were synthesized using descriptive quantitative analysis and thematic content analysis. Publication output was uneven, with the highest concentration in 2023 (7 articles; 35%). Blue carbon and ecosystem services were the dominant theme (35%), followed by conservation and restoration (30%), while biodiversity and distribution (15%), coastal management and socio-economic dimensions (15%), and ecological processes (5%) were less represented. The evidence indicates substantial thematic and methodological imbalance, particularly in long-term monitoring, ecological processes, governance, socio-economic assessment, and integrated spatial approaches. Future research should prioritize standardized national monitoring, long-term restoration assessment, satellite–field integration, ecosystem-service valuation, and social–ecological governance. A more balanced and interdisciplinary evidence base is essential to support effective seagrass conservation, climate mitigation, and sustainable coastal management in Indonesia.
Seagrass Ecosystem Research in Indonesia: Trends, Research Gaps, and Conservation Implications — A Systematic Review Ahmad Hardyan Isnaini; Naveed Toofani; Irman Mulia; Maria Rosalinda Febrianti Sawu
Indonesian Journal of Tropical Biology Vol. 2 No. 2 (2026): August In Progres
Publisher : Yayasan Siti Widhatul Faeha

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65622/ijtb.v2i2.321

Abstract

Seagrass ecosystems are increasingly recognized for their ecological, climate-regulation, and socio-economic importance, yet the development of seagrass research in Indonesia remains fragmented. This systematic review examined research trends, dominant themes, knowledge gaps, and conservation implications of Indonesian seagrass studies published during 2015–2025. Literature was retrieved through Google Scholar using Publish or Perish and screened following the PRISMA 2020 framework. Twenty original research articles met the eligibility criteria and were synthesized using descriptive quantitative analysis and thematic content analysis. Publication output was uneven, with the highest concentration in 2023 (7 articles; 35%). Blue carbon and ecosystem services were the dominant theme (35%), followed by conservation and restoration (30%), while biodiversity and distribution (15%), coastal management and socio-economic dimensions (15%), and ecological processes (5%) were less represented. The evidence indicates substantial thematic and methodological imbalance, particularly in long-term monitoring, ecological processes, governance, socio-economic assessment, and integrated spatial approaches. Future research should prioritize standardized national monitoring, long-term restoration assessment, satellite–field integration, ecosystem-service valuation, and social–ecological governance. A more balanced and interdisciplinary evidence base is essential to support effective seagrass conservation, climate mitigation, and sustainable coastal management in Indonesia.