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Current State and Future Trends: A Citation Network Analysis of the Academic Performance Field

Author

Listed:
  • Clara Martinez-Perez

    (School of Biomedical and Health Science, Universidad Europea de Madrid, 28670 Madrid, Spain)

  • Cristina Alvarez-Peregrina

    (School of Biomedical and Health Science, Universidad Europea de Madrid, 28670 Madrid, Spain)

  • Cesar Villa-Collar

    (School of Biomedical and Health Science, Universidad Europea de Madrid, 28670 Madrid, Spain)

  • Miguel Ángel Sánchez-Tena

    (School of Biomedical and Health Science, Universidad Europea de Madrid, 28670 Madrid, Spain)

Abstract

Background : In recent years, due to its complexity and relevance, academic performance has become a controversial research topic within the health and educational field. The main purposes of this study were to analyze the links between publications and authors via citation networks, to identify the different research areas and to determine the most cited publications. Methods : The publication search was performed through the Web of Science database, using the term “Academic Performance” for a time interval from 1952 to 2019. The software used to analyze the publications was the Citation Network Explorer. Results : We found a total of 16,157 publications with 35,213 citations generated in the network, and 2018 had the highest number of publications of any year. The most cited publication was published in 2012 by Richardson et al. with a citation index score of 352. By using the clustering function, we found nine groups related to different areas of research in this field: health, psychology, psychosociology, demography, physical activity, sleep patterns, vision, economy, and delinquency. Conclusions : The citation network showed the main publications dealing with the different factors that affect academic performance, and it was determined that psychological and psychosocial factors were the most relevant.

Suggested Citation

  • Clara Martinez-Perez & Cristina Alvarez-Peregrina & Cesar Villa-Collar & Miguel Ángel Sánchez-Tena, 2020. "Current State and Future Trends: A Citation Network Analysis of the Academic Performance Field," IJERPH, MDPI, vol. 17(15), pages 1-24, July.
    • Handle: RePEc:gam:jijerp:v:17:y:2020:i:15:p:5352-:d:389535
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    References listed on IDEAS

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    1. Pilar Aparicio-Martinez & Alberto-Jesus Perea-Moreno & María Pilar Martinez-Jimenez & María Dolores Redel-Macías & Manuel Vaquero-Abellan & Claudia Pagliari, 2019. "A Bibliometric Analysis of the Health Field Regarding Social Networks and Young People," IJERPH, MDPI, vol. 16(20), pages 1-25, October.
    2. Marcos Carmona–Halty & Marisa Salanova & Susana Llorens & Wilmar B. Schaufeli, 2019. "How Psychological Capital Mediates Between Study–Related Positive Emotions and Academic Performance," Journal of Happiness Studies, Springer, vol. 20(2), pages 605-617, February.
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    4. Zahyah Hanafi & Farukh Noor, 2016. "Relationship between Demographic Factors and Emerging adult’s Academic Achievement," International Journal of Academic Research in Business and Social Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Business and Social Sciences, vol. 6(6), pages 291-303, June.
    5. Loet Leydesdorff, 2006. "Can scientific journals be classified in terms of aggregated journal‐journal citation relations using the Journal Citation Reports?," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(5), pages 601-613, March.
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    Cited by:

    1. Elena Escolano-Pérez & Marta Bestué, 2021. "Academic Achievement in Spanish Secondary School Students: The Inter-Related Role of Executive Functions, Physical Activity and Gender," IJERPH, MDPI, vol. 18(4), pages 1-25, February.
    2. Elena Escolano-Perez & José Luis Losada, 2024. "Using artificial intelligence in education: decision tree learning results in secondary school students based on cold and hot executive functions," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-13, December.
    3. Esther Salmerón-Manzano & Francisco Manzano-Agugliaro, 2020. "Bibliometric Studies and Worldwide Research Trends on Global Health," IJERPH, MDPI, vol. 17(16), pages 1-5, August.

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