The impact of aerobics on mental health and stress levels: A visualization analysis of the CiteSpace map.

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  • Author(s): Zhao J;Zhao J; Bai Y; Bai Y; Yang Y; Yang Y; Li X; Li X
  • Source:
    PloS one [PLoS One] 2024 Mar 19; Vol. 19 (3), pp. e0300677. Date of Electronic Publication: 2024 Mar 19 (Print Publication: 2024).
  • Publication Type:
    Journal Article
  • Language:
    English
  • Additional Information
    • Source:
      Publisher: Public Library of Science Country of Publication: United States NLM ID: 101285081 Publication Model: eCollection Cited Medium: Internet ISSN: 1932-6203 (Electronic) Linking ISSN: 19326203 NLM ISO Abbreviation: PLoS One Subsets: MEDLINE
    • Publication Information:
      Original Publication: San Francisco, CA : Public Library of Science
    • Subject Terms:
      Mental Health* ; Data Analysis*; Humans ; Cluster Analysis ; Health Facilities ; Publishing
    • Abstract:
      This study aims to integrate research in the field of aerobics and mental health through the visualization analysis method of the CiteSpace map, to clarify the impact of aerobics on mental health and stress levels. Firstly, based on the literature method, pieces of literature related to aerobics and mental health are searched and collected. Secondly, the visualization analysis method of the CiteSpace map is employed to summarize and analyze the contents of the literature, involving statistical analysis of the annual number of publications, analysis of author characteristics, and analysis of publishing institution characteristics. In addition, keyword co-occurrence analysis and keyword cluster analysis are also conducted in related research fields. Among them, the Log-Likelihood Ratio is used in keyword cluster analysis. Finally, the results are analyzed using the visualization analysis method of the CiteSpace map and the statistics-based comprehensive results. The results demonstrate that in the recent 20 years, the average annual number of articles in related fields exceeds 190. The high-yield authors are distributed in economically developed areas, and the cooperation among authors is scattered. In the keyword clustering results, a total of 77 cluster labels are obtained. The Q value of the clustering module is 0.89, and the average clustering profile silhouette (S) value is 0.92, indicating that the clustering structure is significant and the results are reasonable. The aerobics cluster contains the most closely related keywords, covering mental health and stress levels. Data analysis based on existing studies reveals that aerobics has a significant impact on mental health and stress levels. Individuals participating in aerobics show obvious improvement in mental health inventory (MHI) scores (t(100) = 4.32, p<0.05). Individuals participating in aerobics present a remarkable reduction in the questionnaire evaluation of stress levels (t(100) = -3.91, p<0.05). This study's results support aerobics' positive effects on mental health and stress levels.
      Competing Interests: The authors have declared that no competing interests exist.
      (Copyright: © 2024 Zhao et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.)
    • References:
      Int J Environ Res Public Health. 2021 Apr 23;18(9):. (PMID: 33922667)
      Scientometrics. 2022;127(8):4547-4568. (PMID: 35813408)
      Front Psychiatry. 2021 Jun 18;12:661108. (PMID: 34220574)
      Cureus. 2022 Sep 19;14(9):e29331. (PMID: 36277553)
      Front Public Health. 2022 Aug 09;10:943435. (PMID: 36016904)
      Ambio. 2021 Mar;50(3):631-643. (PMID: 33011916)
      Front Oncol. 2023 Mar 14;13:1155774. (PMID: 36998468)
      Environ Sci Pollut Res Int. 2022 Nov;29(52):79111-79125. (PMID: 35705759)
      Heliyon. 2023 Feb 01;9(2):e13406. (PMID: 36816272)
      J Child Health Care. 2023 Jun 8;:13674935231183020. (PMID: 37287237)
      Int J Environ Res Public Health. 2021 Sep 07;18(18):. (PMID: 34574368)
      J Pers Med. 2022 Jan 06;12(1):. (PMID: 35055376)
      Cureus. 2023 Jan 7;15(1):e33475. (PMID: 36756008)
      Int J Environ Res Public Health. 2022 Dec 07;19(24):. (PMID: 36554291)
      Front Oncol. 2022 Aug 03;12:918349. (PMID: 35992886)
      J Environ Manage. 2023 Jan 1;325(Pt B):116401. (PMID: 36279774)
      J Pain Res. 2023 May 06;16:1499-1515. (PMID: 37179815)
      Scand J Med Sci Sports. 2023 May;33(5):609-618. (PMID: 36631930)
      Rev Environ Health. 2022 Aug 19;38(4):663-679. (PMID: 35981568)
    • Publication Date:
      Date Created: 20240319 Date Completed: 20240321 Latest Revision: 20240321
    • Publication Date:
      20240321
    • Accession Number:
      PMC10950220
    • Accession Number:
      10.1371/journal.pone.0300677
    • Accession Number:
      38502660