Evidence map›Paper›PMID 39419496›Full record

ArticleJournal of medical Internet research2024

Mapping the Evolution of Digital Health Research: Bibliometric Overview of Research Hotspots, Trends, and Collaboration of Publications in JMIR (1999-2024).

Jing Hu, Chong Li, Yanlei Ge, Jingyi Yang, Siyi Zhu, Chengqi He

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 3 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 3 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. Pooled it
  2. Pooled it
  3. Pooled it
  4. Review
  5. Review
  6. Article
  7. Article
  8. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Jing Hu *Rehabilitation Medicine Center, West China Hospital, Sichuan University, Chengdu, China.ORCID 0009-0003-4712-7607
Chong Li *Rehabilitation Medicine Center, West China Hospital, Sichuan University, Chengdu, China.ORCID 0000-0002-7496-4852
Yanlei GeRehabilitation Medicine Center, West China Hospital, Sichuan University, Chengdu, China.ORCID 0000-0002-1502-5054
Jingyi YangRehabilitation Medicine Center, West China Hospital, Sichuan University, Chengdu, China.ORCID 0000-0002-9931-9382
Siyi ZhuRehabilitation Medicine Center, West China Hospital, Sichuan University, Chengdu, China.ORCID 0000-0001-8213-7622
Chengqi HeRehabilitation Medicine Center, West China Hospital, Sichuan University, Chengdu, China.ORCID 0000-0002-5349-0571

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWhile bibliometric studies of individual journals have been conducted, to the best of our knowledge, bibliometric mapping has not yet been utilized to analyze the literature published by the Journal of Medical Internet Research (JMIR).

objectiveIn celebration of the journal's 25th anniversary, this study aimed to review the entire collection of JMIR publications from 1999 to 2024 and provide a comprehensive overview of the main publication characteristics.

methodsThis study included papers published in JMIR during the 25-year period from 1999 to 2024. The data were analyzed using CiteSpace, VOSviewer, and the "Bibliometrix" package in R. Through descriptive bibliometrics, we examined the dynamics and trend patterns of JMIR literature production and identified the most prolific authors, papers, institutions, and countries. Bibliometric maps were used to visualize the content of published articles and to identify the most prominent research terms and topics, along with their evolution. A bibliometric network map was constructed to determine the hot research topics over the past 25 years.

resultsThis study revealed positive trends in literature production, with both the total number of publications and the average number of citations increasing over the years. And the global COVID-19 pandemic induced an explosive rise in the number of publications in JMIR. The most productive institutions were predominantly from the United States, which ranked highest in successful publications within the journal. The editor-in-chief of JMIR was identified as a pioneer in this field. The thematic analysis indicated that the most prolific topics aligned with the primary aims and scope of the journal. Currently and in the foreseeable future, the main themes of JMIR include "artificial intelligence," "patient empowerment," and "victimization."

conclusionsThis bibliometric study highlighted significant contributions to digital health by identifying key research trends, themes, influential authors, and collaborations. The findings underscore the necessity to enhance publications from developing countries, improve gender diversity among authors, and expand the range of research topics explored in the journal.

Indexed as

BibliometricsBiomedical ResearchDigital HealthHumansPeriodicals as Topicbibliometric analysisdigital healthehealthhealth informaticsJMIRmedical informaticsopen sciencepublishing

Identifiers

PMID39419496
PMCPMC11528168

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.