The study aims to visually represent bibliometric information on social media in relation to health through bibliometric analysis. Consequently, the analysis covered various dimensions, including yearly publication patterns, major contributing authors, highly referenced papers, top contributed countries, active affiliations, notable journals, most frequent subject area. The approach utilized bibliometric analysis tools including VOSviewer, Biblioshiny, BiblioMagika, and OpenRefine. Data is sourced from the Scopus database, followed by an audit and cleansing process. This led to the incorporation of 1,258 publications, commenced in 2019, with 145 papers, experienced a more than double increase to 333 papers in 2024, and continued to grow thereafter, highlighting its ongoing relevance. The most cited article evaluated the role of social media on dental education and oral health focusing on the use of Instagram. US, UK and China are the top 3 most contributed countries. Furthermore, the analysis identified a need to bridge the gap between social media and related fields, such as peer communication among health practitioners for future studies.
Ahmi, A. (n.d.). biblioMagika®. Retrieved from https://aidi-
ahmi.com/index.php/bibliomagika
Aguerrebere, P., Medina, E., & Pacanowski, T. (2022). Promoting hospitals’ reputation through social media and artificial intelligence. UNIEBR, 11(1), 15-28.
https://doi.org/10.48132/uniebr.377
Al-Rumhi, A., Al-Rasbi, S., & Momani, A. M. (2023). The use of social media by clinical nurse specialists at a tertiary hospital: Mixed methods study. JMIR Nursing, 6, e45150. https://doi.org/10.2196/45150
Balushi, A. (2020). In the era of social media: Is it time to establish a code of online ethical conduct for healthcare professionals?. Sultan Qaboos University Medical Journal [Squmj], 20(1), 25. https://doi.org/10.18295/squmj.2020.20.01.004
Bardus, M., El-Rassi, R., Chahrour, M., Akl, E. W., Raslan, A. S., Meho, L. I., & Akl, E. A. (2020). The use of social media to increase the impact of health research: Systematic review. Journal of Medical Internet Research, 22(7), e15607. https://doi.org/10.2196/15607.
Benrouba, F., & Boudour, R. (2023). Emotional sentiment analysis of social media content for mental health safety. Social Network Analysis and Mining, 13(1).
Borgmann, H., Cooperberg, M., Murphy, D., Loeb, S., N’Dow, J., Ribal, M. J., Woo, H., Rouprêt, M., Winterbottom, A., Wijburg, C., Wirth, M., Catto, J., & Kutikov, A. (2018). Online professionalism—2018 update of European Association of Urology (@Uroweb) recommendations on the appropriate use of social media. European Urology, 74(5), 644-650. https://doi.org/10.1016/j.eururo.2018.08.022
Chan, W. S., & Leung, A. Y. (2018). Use of social network sites for communication among health professionals: Systematic review. Journal of Medical Internet Research, 20(3), e117.
Chaudhri, V., Oomen, T., Pridmore, J., & Joon, A. (2021). “Care” in social media: Perceptions of reputation in the healthcare sector. Journal of Communication Management, 25(2), 125-141. https://doi.org/10.1108/jcom-06-2020-0059
Dash, M., Sahu, R., Panda, G., Jain, D., Singh, G., & Singh, C. (2022). Social media role in public health development: A bibliometric approach. Kybernetes, 52(11), 5460-5479.
Daud, S. H., & Othman, K. (2019). Awareness of social business by using social media networks in Malaysia. Management and Accounting Review (MAR), 18(1), 139-150.
Davydova, V., Yang, H., & Tutubalina, E. (2024). Data and models for stance and premise detection in COVID-19 tweets: Insights from the Social Media Mining for Health (SMM4H) 2022 shared task. Journal of Biomedical Informatics, 149, 104555–104555.
Etheredge, H. and Fabian, J. (2022). Communication in healthcare: Global challenges in the 21st century. Hämostaseologie, 42(01), 029-035. https://doi.org/10.1055/a-1685-7096
Franco, R., Minervini, G., Marrapodi, M. M., D’Amario, M., & Cervino, G. (2024). The role of social media on dental education and oral health: A focus on instagram. IFMBE Proceedings, 645–653.
Farsi, D. (2021). Social media and health care, part i: Literature review of social media use by health care providers. Journal of Medical Internet Research, 23(4), e23205. https://doi.org/10.2196/23205
Galea, G., Chugh, R., & Luck, J. (2023). Why should we care about social media codes of conduct in healthcare organisations? A systematic literature review. Journal of Public Health. https://doi.org/10.1007/s10389-023-01894-5
Goldsweig, A. M., Galper, B. Z., Alraies, C., Arnold, S. V., Daniels, M., Capodanno, D., Tarantini, G., Cohen, D. J., & Aronow, H. D. (2021). #SoMe for #IC: Optimal use of social media in interventional cardiology. Catheterization and cardiovascular interventions: Official journal of the Society for Cardiac Angiography & Interventions, 98(1), 97–106. https://doi.org/10.1002/ccd.29643
Hennessy, C. M., Smith, C. F., Greener, S., & Ferns, G. (2019). Social media guidelines: A review for health professionals and faculty members. The Clinical Teacher, 16(5), 442–447. https://doi.org/10.1111/tct.13033
Huo, J., Desai, R., Hong, Y., Turner, K., Mainous, A. G., & Bian, J. (2019). Use of social media in health communication: Findings from the health information national trends survey 2013, 2014, and 2017. Cancer Control, 26(1), 107327481984144.
https://doi.org/10.1177/1073274819841442
Howard, P. H. (2021). Now accepting new patients: Health professionals’ use of social media for health promotion. Toronto Metropolitan University Rshare DIgital Repository. https://doi.org/10.32920/ryerson.14643924.v1
Handing, G., Westrum, A. M., Sweeney, D. D., Metzler, I., Schneck, F. X., & Ching, C. B. (2023). Marketing yourself in social media as a global health organization: Lessons to be learned. World Journal of Urology, 41(12), 3801–3806.
Kabeer, A., John, P., Gomez, S., Agarwal, P., & Ananthanagu, U. (2023). Social media interaction-based mental health analysis with a chat-bot user interface. Lecture Notes in Electrical Engineering, 1104. https://doi.org/10.1007/978-981-99-7622-5_36
Kaushal, A., Bravo, C., Duffy, S., Lewins, D., Möhler, R., Raine, R., Vlaev, I., Waller, J., & von Wagner, C. (2022). Developing reporting guidelines for social media research (RESOME) by using a modified Delphi method: Protocol for guideline development. JMIR Research Protocols, 11(5), e31739. https://doi.org/10.2196/31739
Kind, T. (2015). Professional guidelines for social media use: A starting point. AMA Journal of Ethics, 17(5), 441-447. https://doi.org/10.1001/journalofethics.2015.17.5.nlit1-1505
Krishnan, S., Saeed, M., & Liu, S. (2023). Tick tock, 30 seconds to better health: Role of social media on cardiovascular health promotion. Canadian Journal of Cardiology, 39(9), 1275–1277. https://doi.org/10.1016/j.cjca.2023.04.025.
Moorhead, S. A., Hazlett, D., Harrison, L., Carroll, J. K., Irwin, A., & Hoving, C. (2013). A new dimension of health care: Systematic review of the uses, benefits, and limitations of social media for health communication. Journal of Medical Internet Research, 15(4), e85. https://doi.org/10.2196/jmir.1933
National Policy For Quality In Healthcare: Bridging Silos, Accelerating Improvements 2022-2026 (2022). Retrieved from https://library.nih.gov.my/e-doc/flipbook/npqh20222026/files/downloads/FINAL_NPQH%20Updated%2012.3.2022.pdf
Panahi, S., Watson, J., & Partridge, H. (2014). Social media and physicians: exploring the benefits and challenges. Health Informatics Journal, 22(2), 99-112.
https://doi.org/10.1177/1460458214540907
Robinson, J., Hill, N. T. M., Thorn, P., Battersby, R., Teh, Z., Reavley, N. J., Pirkis, J., Lamblin, M., Rice, S., & Skehan, J. (2018). The #chatsafe project. Developing guidelines to help young people communicate safely about suicide on social media: A Delphi study. PloS one, 13(11), e0206584. https://doi.org/10.1371/journal.pone.0206584
Social media impact on traditional media: A review on the reason behind the closure of Utusan Malaysia. (2022). International Journal of Education and Knowledge Management. https://doi.org/10.37227/ijekm-2022-01-1176
Shaw, B. and Chisholm, O. (2020). Creeping through the backdoor: Disruption in medicine and health. Frontiers in Pharmacology, 11. https://doi.org/10.3389/fphar.2020.00818
Soubra, R., Hasan, I., Ftouni, L., Saab, A., & Shaarani, I. (2022). Future healthcare providers and professionalism on social media: A cross-sectional study. BMC Medical Ethics, 23(1). https://doi.org/10.1186/s12910-022-00742-7
Surani, Z., Hirani, R., Elias, A., Quisenberry, L., & Varon, J. (2017). Social media usage among health care providers. BMC Research Notes, 10(1).
Smailhodzic, E., Hooijsma, W., Boonstra, A., & Langley, D. J. (2016). Social media use in healthcare: A systematic review of effects on patients and on their relationship with healthcare professionals. BMC Health Services Research, 16(1), 1-14.
Sweileh, W., Al-Jabi, S., AbuTaha, A., Zyoud, S., Anayah, F., & Sawalha, A. (2017). Bibliometric analysis of worldwide scientific literature in mobile-health: 2006–2016. BMC Medical Informatics and Decision Making, 17(1).
Starvaggi, I., Dierckman, C., & Lorenzo-Luaces, L. (2023). Mental health misinformation on social media: Review and future directions. Current Opinion in Psychology, 101738.
Tarnoto, N., Yuniawati, R., Wijayati, R. D., & Herdian. (2023). Social media use and various factors affecting Indonesian mental health during the COVID-19: A pathway to remember. International Journal of Public Health Science, 12(4), 1694–1694.
Ventola C. L. (2014). Social media and health care professionals: benefits, risks, and best practices. P & T: A peer-reviewed journal for formulary management, 39(7), 491–520.
Wong, A., Ho, S., Olusanya, O., Antonini, M., & Lyness, D. (2020). The use of social media and online communications in times of pandemic covid-19. Journal of the Intensive Care Society, 22(3), 255-260. https://doi.org/10.1177/1751143720966280
Zakkar, M. A., Janes, C. R., & Meyer, S. B. (2021). Benefits and harms of patient stories on social media from the perspective of healthcare providers and administrators in ontario. The International Journal of Health Planning and Management, 37(2), 1075-1088. https://doi.org/10.1002/hpm.339
Zsila, Á., & Eric, M. (2023). Pros & cons: Impacts of social media on mental health. BMC Psychology, 11(1).
Zyoud, S., Sweileh, W., Awang, R., & Al-Jabi, S. (2018). Global trends in research related to social media in psychology: Mapping and bibliometric analysis. International Journal of Mental Health Systems, 12(1).
Seng, T. G., & Iahad, N. A. (2024). Bibliometric Analysis of Social Media for Healthcare. International Journal of Academic Research in Business and Social Sciences, 14(12), 2062–2075.
Copyright: © 2024 The Author(s)
Published by Knowledge Words Publications (www.kwpublications.com)
This article is published under the Creative Commons Attribution (CC BY 4.0) license. Anyone may reproduce, distribute, translate and create derivative works of this article (for both commercial and non-commercial purposes), subject to full attribution to the original publication and authors. The full terms of this license may be seen at: http://creativecommons.org/licences/by/4.0/legalcode