Conceptualization, operationalization, and performance of longitudinal studies in communication research: a systematic review.

We report a systematic review of longitudinal studies published in SSCI-Communication journals over the 50 years, focusing on how time is conceived, measured, and analyzed as a scientific concept. To facilitate the review, we devised two novel classification schemes to distinguish between longitudin...

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Publicado en:Journal of Communication Vol. 76; no. 1; pp. 92 - 107
Autores principales: Zhu, Jonathan J H, Lin, Wei, Gao, Jingwei, Lu, Heng
Formato: Artículo
Publicado: Oxford University Press / USA Feb2026
Materias:
Acceso en línea:Ver este registro en EBSCOhost
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      dt: Feb2026
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      pub: Oxford University Press / USA
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        10.1093/joc/jqaf047
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        atl: Conceptualization, operationalization, and performance of longitudinal studies in communication research: a systematic review.
      aug:
        au:
          Zhu, Jonathan J H
          Lin, Wei
          Gao, Jingwei
          Lu, Heng
        affil:
          Department of Media and Communication, City University of Hong Kong, Hong Kong SAR, ChinaDepartment of Data Science, City University of Hong Kong, Hong Kong SAR, China
          Department of Media and Communication, City University of Hong Kong, Hong Kong SAR, China
          Centre for Communication Research, City University of Hong Kong, Hong Kong SAR, China
      su:
        Communications research
        Inference (Logic)
        Longitudinal method
        Time series analysis
        Systematic reviews
        Communication periodicals
      sug:
        subj:
          Communications research
          Inference (Logic)
          Longitudinal method
          Time series analysis
          Systematic reviews
          Communication periodicals
      keyword:
        causal inference
        copyrightHolder:International Communication Association
        copyrightYear:2026
        inLanguage:en
        longitudinality
        panel data
        publisher:Oxford University Press
        sameAs:https://dx.doi.org/10.1093/joc/jqaf047
        temporal dynamics
        time-series data
        causal inference
        copyrightHolder:International Communication Association
        copyrightYear:2026
        inLanguage:en
        longitudinality
        panel data
        publisher:Oxford University Press
        sameAs:https://dx.doi.org/10.1093/joc/jqaf047
        temporal dynamics
        time-series data
      ab: We report a systematic review of longitudinal studies published in SSCI-Communication journals over the 50 years, focusing on how time is conceived, measured, and analyzed as a scientific concept. To facilitate the review, we devised two novel classification schemes to distinguish between longitudinal and non-longitudinal studies and to measure how time is treated. We manually coded a random sample of 1,080 research articles, supplemented with computerized keyword scanning of the study population. The results show that longitudinal studies have steadily accounted for about 9% of the publications. Panel data studies outnumber time-series studies in a ratio of 3:2. Three-fourths of the longitudinal studies treat time as a timing index and aim to test causal effects, whereas a quarter treat time as a parameter to capture temporal dynamics. Longitudinal studies make more conceptual contributions and receive more citations than non-longitudinal studies. We offer practical recommendations for longitudinal communication research.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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