Tren dan Kolaborasi Global dalam Penelitian Kemampuan Numerasi: Kajian Bibliometrik Menggunakan R Studio
Abstract
Penelitian ini bertujuan untuk menganalisis tren dan kolaborasi global dalam publikasi ilmiah terkait kemampuan numerasi menggunakan pendekatan bibliometrik berbantukan perangkat lunak R Studio dan paket Bibliometrix. Data diambil dari basis data Scopus dengan rentang tahun 1982 hingga 2024, yang menghasilkan 706 dokumen setelah proses penyaringan. Analisis dilakukan terhadap produksi tahunan, rata-rata sitasi per tahun, distribusi kata kunci, peta tematik, jaringan ko-okurensi, dan jejaring kolaborasi antarpenulis. Hasil menunjukkan adanya peningkatan signifikan dalam jumlah publikasi sejak tahun 2010, dengan puncaknya pada tahun 2023. Tema penelitian berkembang dari fokus tradisional pada pendidikan dasar menuju aplikasi numerasi dalam konteks literasi kesehatan dan pengambilan keputusan di kalangan dewasa. Peta tematik mengidentifikasi topik-topik kunci yang bersifat dasar, berkembang, maupun spesifik. Selain itu, jaringan kolaborasi memperlihatkan peran sentral beberapa penulis kunci dalam membentuk jejaring ilmiah global, meskipun kolaborasi masih didominasi oleh negara-negara maju. Temuan ini memberikan gambaran menyeluruh mengenai arah perkembangan riset numerasi dan merekomendasikan perlunya pendekatan lintas disiplin dan lintas budaya untuk memperkuat literasi numerasi secara global.
Keywords
Full Text:
PDFReferences
Abeydeera, Lebunu Hewage Udara Willhelm, Jayantha Wadu Mesthrige, and Tharushi Imalka Samarasinghalage. 2019. “Global Research on Carbon Emissions: A Scientometric Review.” Sustainability (Switzerland) 11(14).
Afriyani, A., I. Wahidah, and M. T. H. Wibowo. 2022. “Bibliomatric Analyze: Development of Research Publication on" General Elections In Indonesia".” Social Impact Journal Vol. 1(No. 1).
Aksnes, Dag W., Liv Langfeldt, and Paul Wouters. 2019. “Citations, Citation Indicators, and Research Quality: An Overview of Basic Concepts and Theories.” SAGE Open 9(1). doi: 10.1177/2158244019829575.
Barron, A., and J. Murray. 1979. “Problems of Numeracy and Literacy in Undergraduates.” European Journal of Engineering Education 4(2):175–79. doi: 10.1080/0304379790040215.
Beitlova, Marketa, Stanislav Popelka, and Vit Vozenilek. 2020. “Differences in Thematic Map Reading by Students and Their Geography Teacher.” ISPRS International Journal of Geo-Information 9(9). doi: 10.3390/ijgi9090492.
Bian, Jiang, Mengjun Xie, Umit Topaloglu, Teresa Hudson, Hari Eswaran, and William Hogan. 2014. “Social Network Analysis of Biomedical Research Collaboration Networks in a CTSA Institution.” Journal of Biomedical Informatics 52. doi: 10.1016/j.jbi.2014.01.015.
Campbell, Louise, Shirley Gray, Tom MacIntyre, and Kelly Stone. 2020. “Literacy, Numeracy and Health and Wellbeing across Learning: Investigating Student Teachers’ Confidence.” International Journal of Educational Research 100(April 2019). doi: 10.1016/j.ijer.2020.101532.
Chakravarty, Dwarka, Anthony Goerzen, Martina Musteen, and Mujtaba Ahsan. 2021. “Global Cities: A Multi-Disciplinary Review and Research Agenda.” Journal of World Business 56(3).
Chen, Y., C. J. Guo, K. M. Lim, K. J. Mun, H. Otsuji, Y. S. Park, D. Sorrell, and W. M. Winnie So. 2020. “The Influence of School Entry Skills in Literacy and Numeracy on the Science Achievement of Fourth Grade Students and Schools in Asian Regions.” Eurasia Journal of Mathematics, Science and Technology Education 16(9). doi: 10.29333/EJMSTE/8385.
Fanani, Muchammad Irfan, and Moh. Safii. 2023. “Tren Publikasi Jurnal Bidang Ilmu Perpustakaan Dan Informasi Terindeks Sinta.” IQRA` Jurnal Ilmu Perpustakaan Dan Informasi (e-Journal) 17(1). doi: 10.30829/iqra.v17i1.14540.
Fuadi, Fauzan. 2022. “Perkembangan Tren Publikasi Ilmiah Tentang Media Sosial Dan Pemilu: Sebuah Studi Bibliometrik.” Jurnal Media Dan Komunikasi 2(2). doi: 10.20473/medkom.v2i2.32714.
Goberna, Marta, and Miguel Verdú. 2022. “Cautionary Notes on the Use of Co-Occurrence Networks in Soil Ecology.” Soil Biology and Biochemistry 166.
Harrison, S. 2021. “Journalism and Numeracy in Context: Four Case Studies.” Numeracy 14(2). doi: 10.5038/1936-4660.14.2.1371.
Heilmann, L. 2019. “Reproducing Social Difference in the Concept of ‘Numeracy Skills.’” … for Research in Mathematics Education.
Joyce, D. D., D. L. Heslop, J. I. Umoh, S. D. Brown, J. A. Robles, K. A. Wallston, and K. A. Moses. 2020. “Examining the Association of Health Literacy and Numeracy with Prostate-Related Knowledge and Prostate Cancer Treatment Regret.” Urologic Oncology: Seminars and Original Investigations 38(8):682.e11-682.e19. doi: 10.1016/j.urolonc.2020.04.007.
Kadarisman, Iman, and Indarini Dwi Pursitasari. 2023. “Eco-Literacy in Science Learning: A Review and Bibliometric Analysis.” Jurnal Pendidikan Indonesia Gemilang 3(2). doi: 10.53889/jpig.v3i2.197.
Kirksey, J. J., K. Mansell, and T. Lansford. 2023. “Literacy, Numeracy, and Problem-Solving Skills of Adults with Disabilities in STEM Fields.” Policy Futures in Education. doi: 10.1177/14782103231177107.
Leiter, N., M. Motta, R. M. Reed, T. Adeyeye, D. L. Wiegand, N. G. Shah, A. C. Verceles, and G. Netzer. 2018. “Numeracy and Interpretation of Prognostic Estimates in Intracerebral Hemorrhage among Surrogate Decision Makers in the Neurologic ICU.” Critical Care Medicine 46(2):264–71. doi: 10.1097/CCM.0000000000002887.
Lizar, Yaslinda, Defa Mal Novizam, Mhd Sufiananda Butar-Butar, and Asriwan Guci. 2023. “Tren Global Penelitian Tentang Digital Twin: Analisis Bibliometrik.” Indonesian Journal of Computer Science 12(6). doi: 10.33022/ijcs.v12i6.3513.
Long, Janet C., Frances C. Cunningham, Peter Carswell, and Jeffrey Braithwaite. 2014. “Patterns of Collaboration in Complex Networks: The Example of a Translational Research Network.” BMC Health Services Research 14(1). doi: 10.1186/1472-6963-14-225.
Ma, Bin, Yiling Wang, Shudi Ye, Shan Liu, Erinne Stirling, Jack A. Gilbert, Karoline Faust, Rob Knight, Janet K. Jansson, Cesar Cardona, Lisa Röttjers, and Jianming Xu. 2020. “Earth Microbial Co-Occurrence Network Reveals Interconnection Pattern across Microbiomes.” Microbiome 8(1). doi: 10.1186/s40168-020-00857-2.
MacDonald, A., and C. Carmichael. 2018. “Early Mathematical Competencies and Later Achievement: Insights from the Longitudinal Study of Australian Children.” Mathematics Education Research Journal 30(4):429–44. doi: 10.1007/s13394-017-0230-6.
Mariner, Kathryn A. 2022. “Citation.” Feminist Anthropology 3(2). doi: 10.1002/fea2.12074.
Mu’adzah, Tita Latifah Ahmad, and Anna Nita Kusumawati. 2020. “L Iterature R Eview.” Jurnal Bisnis Digital Dan Sistem Informasi 1(1).
OECD. 2022. “PISA 2022 Results Factsheets Indonesia.” The Language of Science Education 1:1–9. PISA. 2016. PISA 2015 Results in Focus.
R.Makawana, Pooja, and Rutvij H. Javeri. 2016. “A Bibliomatric Analysis of Recent Research on Vehicular Ad Hoc Network.”
Rothman, R. L., V. M. Montori, A. Cherrington, and M. P. Pignone. 2008. “Perspective: The Role of Numeracy in Health Care.” Journal of Health Communication 13(6):583–95. doi: 10.1080/10810730802281791.
Rusliana, Nanang, Ade Komaludin, and Muhamad Ferdy Firmansyah. 2022. “A Scientometric Analysis of Urban Economic Development: R Bibliometrix Biblioshiny Application.” Jurnal Ekonomi Pembangunan 11(2). doi: 10.23960/jep.v11i2.484.
Sahu, Mahendra Kumar, Chetan GK, and Sibo Prasad Panda. 2020. “Research Trends on Coronavirus (Covid-19) : A Bibliomatric Analysis between 2010–March, 2020.” Library Philosophy and Practice 2020.
Thavorn, Jakkrit, Chupun Gowanit, Veera Muangsin, and Nongnuj Muangsin. 2021. “Collaboration Network and Trends of Global Coronavirus Disease Research: A Scientometric Analysis.” IEEE Access 9. doi: 10.1109/ACCESS.2021.3066450.
Wabiński, Jakub, Guillaume Touya, and Albina Mościcka. 2022. “Semi-Automatic Development of Thematic Tactile Maps.” Cartography and Geographic Information Science 49(6). doi: 10.1080/15230406.2022.2105747.
Wilde, Danielle. 2020. “Design Research Education and Global Concerns.” She Ji 6(2). doi: 10.1016/j.sheji.2020.05.003.
DOI: https://doi.org/10.20527/j-instech.v6i2.16276
Refbacks
- There are currently no refbacks.

This work is licensed under a Creative Commons Attribution 4.0 International License.
J-INSTECH: Journal of Instructional Technology is abstracting & indexing in the following databases:
Managed by:
Qomario, S.Pd., M.Pd

Jurusan Teknologi Pendidikan FKIP Universitas Lambung Mangkurat
Jl. Brigjend H. Hasan Basry Gedung FKIP ULM Banjarmasin 70123 Telp/Fax . (0511) 330 4914
Phone: (+62) 85381847926
Email: [email protected]
This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License


