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Global Scientific Research Landscape on Medical Informatics From 2011 to 2020: Bibliometric Analysis
BACKGROUND: With the emerging information and communication technology, the field of medical informatics has dramatically evolved in health care and medicine. Thus, it is crucial to explore the global scientific research landscape on medical informatics. OBJECTIVE: This study aims to present a visua...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
JMIR Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9073618/ https://www.ncbi.nlm.nih.gov/pubmed/35451986 http://dx.doi.org/10.2196/33842 |
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author | He, Xuefei Peng, Cheng Xu, Yingxin Zhang, Ye Wang, Zhongqing |
author_facet | He, Xuefei Peng, Cheng Xu, Yingxin Zhang, Ye Wang, Zhongqing |
author_sort | He, Xuefei |
collection | PubMed |
description | BACKGROUND: With the emerging information and communication technology, the field of medical informatics has dramatically evolved in health care and medicine. Thus, it is crucial to explore the global scientific research landscape on medical informatics. OBJECTIVE: This study aims to present a visual form to clarify the overall scientific research trends of medical informatics in the past decade. METHODS: A bibliometric analysis of data retrieved and extracted from the Web of Science Core Collection (WoSCC) database was performed to analyze global scientific research trends on medical informatics, including publication year, journals, authors, institutions, countries/regions, references, and keywords, from January 1, 2011, to December 31, 2020. RESULTS: The data set recorded 34,742 articles related to medical informatics from WoSCC between 2011 and 2020. The annual global publications increased by 193.86% from 1987 in 2011 to 5839 in 2020. Journal of Medical Internet Research (3600 publications and 63,932 citations) was the most productive and most highly cited journal in the field of medical informatics. David W Bates (99 publications), Harvard University (1161 publications), and the United States (12,927 publications) were the most productive author, institution, and country, respectively. The co-occurrence cluster analysis of high-frequency author keywords formed 4 clusters: (1) artificial intelligence in health care and medicine; (2) mobile health; (3) implementation and evaluation of electronic health records; (4) medical informatics technology application in public health. COVID-19, which ranked third in 2020, was the emerging theme of medical informatics. CONCLUSIONS: We summarize the recent advances in medical informatics in the past decade and shed light on their publication trends, influential journals, global collaboration patterns, basic knowledge, research hotspots, and theme evolution through bibliometric analysis and visualization maps. These findings will accurately and quickly grasp the research trends and provide valuable guidance for future medical informatics research. |
format | Online Article Text |
id | pubmed-9073618 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | JMIR Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-90736182022-05-07 Global Scientific Research Landscape on Medical Informatics From 2011 to 2020: Bibliometric Analysis He, Xuefei Peng, Cheng Xu, Yingxin Zhang, Ye Wang, Zhongqing JMIR Med Inform Original Paper BACKGROUND: With the emerging information and communication technology, the field of medical informatics has dramatically evolved in health care and medicine. Thus, it is crucial to explore the global scientific research landscape on medical informatics. OBJECTIVE: This study aims to present a visual form to clarify the overall scientific research trends of medical informatics in the past decade. METHODS: A bibliometric analysis of data retrieved and extracted from the Web of Science Core Collection (WoSCC) database was performed to analyze global scientific research trends on medical informatics, including publication year, journals, authors, institutions, countries/regions, references, and keywords, from January 1, 2011, to December 31, 2020. RESULTS: The data set recorded 34,742 articles related to medical informatics from WoSCC between 2011 and 2020. The annual global publications increased by 193.86% from 1987 in 2011 to 5839 in 2020. Journal of Medical Internet Research (3600 publications and 63,932 citations) was the most productive and most highly cited journal in the field of medical informatics. David W Bates (99 publications), Harvard University (1161 publications), and the United States (12,927 publications) were the most productive author, institution, and country, respectively. The co-occurrence cluster analysis of high-frequency author keywords formed 4 clusters: (1) artificial intelligence in health care and medicine; (2) mobile health; (3) implementation and evaluation of electronic health records; (4) medical informatics technology application in public health. COVID-19, which ranked third in 2020, was the emerging theme of medical informatics. CONCLUSIONS: We summarize the recent advances in medical informatics in the past decade and shed light on their publication trends, influential journals, global collaboration patterns, basic knowledge, research hotspots, and theme evolution through bibliometric analysis and visualization maps. These findings will accurately and quickly grasp the research trends and provide valuable guidance for future medical informatics research. JMIR Publications 2022-04-21 /pmc/articles/PMC9073618/ /pubmed/35451986 http://dx.doi.org/10.2196/33842 Text en ©Xuefei He, Cheng Peng, Yingxin Xu, Ye Zhang, Zhongqing Wang. Originally published in JMIR Medical Informatics (https://medinform.jmir.org), 21.04.2022. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work, first published in JMIR Medical Informatics, is properly cited. The complete bibliographic information, a link to the original publication on https://medinform.jmir.org/, as well as this copyright and license information must be included. |
spellingShingle | Original Paper He, Xuefei Peng, Cheng Xu, Yingxin Zhang, Ye Wang, Zhongqing Global Scientific Research Landscape on Medical Informatics From 2011 to 2020: Bibliometric Analysis |
title | Global Scientific Research Landscape on Medical Informatics From 2011 to 2020: Bibliometric Analysis |
title_full | Global Scientific Research Landscape on Medical Informatics From 2011 to 2020: Bibliometric Analysis |
title_fullStr | Global Scientific Research Landscape on Medical Informatics From 2011 to 2020: Bibliometric Analysis |
title_full_unstemmed | Global Scientific Research Landscape on Medical Informatics From 2011 to 2020: Bibliometric Analysis |
title_short | Global Scientific Research Landscape on Medical Informatics From 2011 to 2020: Bibliometric Analysis |
title_sort | global scientific research landscape on medical informatics from 2011 to 2020: bibliometric analysis |
topic | Original Paper |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9073618/ https://www.ncbi.nlm.nih.gov/pubmed/35451986 http://dx.doi.org/10.2196/33842 |
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