IDEAS home Printed from https://ideas.repec.org/a/sae/sagope/v14y2024i3p21582440241285341.html
   My bibliography  Save this article

Mapping the Terrain: A Systematic Review of Drama Research Using Data Mining

Author

Listed:
  • Aurora S. Llige
  • Catherine Joy T. Escuadra

Abstract

Drama is a mode of storytelling that has transcended from traditional to online media. This study aimed to determine salient topics and trends in drama research through data mining of peer-reviewed English articles in Web of Science and Scopus. By employing the keywords “television drama,†“online drama,†“drama series,†“web drama,†and “soap opera,†2,148 articles were identified. Analysis revealed 25 distinct research topics: evolution, issues and analysis, impact, audience, and institutionalization. Prominent topics included “power and politics,†“viewership and engagement,†and “gender and sexuality,†while less-published topics encompassed “elements and structure,†“impact on culture,†and “drama characterization.†Notably, publication rates for all topics exhibited a significant increase since 1970. These findings underscore the need for continuous research updates across various categories to advance understanding of the interplay between society and dramas. The methodology employed can also guide future trend analyses in specific drama research topics.

Suggested Citation

  • Aurora S. Llige & Catherine Joy T. Escuadra, 2024. "Mapping the Terrain: A Systematic Review of Drama Research Using Data Mining," SAGE Open, , vol. 14(3), pages 21582440241, September.
    • Handle: RePEc:sae:sagope:v:14:y:2024:i:3:p:21582440241285341
    DOI: 10.1177/21582440241285341
    as

    Download full text from publisher

    File URL: https://journals.sagepub.com/doi/10.1177/21582440241285341
    Download Restriction: no
    File URL: https://libkey.io/10.1177/21582440241285341?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Mojtaba Vaismoradi & Hannele Turunen & Terese Bondas, 2013. "Content analysis and thematic analysis: Implications for conducting a qualitative descriptive study," Nursing & Health Sciences, John Wiley & Sons, vol. 15(3), pages 398-405, September.
    2. Jolanta A. Starosta & Bernadetta Izydorczyk, 2020. "Understanding the Phenomenon of Binge-Watching—A Systematic Review," IJERPH, MDPI, vol. 17(12), pages 1-16, June.
    3. Philippe Mongeon & Adèle Paul-Hus, 2016. "The journal coverage of Web of Science and Scopus: a comparative analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(1), pages 213-228, January.
    4. Xiaoshuo Hou, 2022. "The Intersecting Identities of Chinese Urban Middle‐Class Women: Stories from Two Popular TV Shows," American Journal of Economics and Sociology, Wiley Blackwell, vol. 81(1), pages 29-39, January.
    5. Qinghua Chu & Yu Bu & Zhixiu Lu, 2021. "Denigrating Images of Migrant Workers in Two Chinese Soap Operas," American Journal of Economics and Sociology, Wiley Blackwell, vol. 80(3), pages 1005-1012, May.
    6. Escuadra, Catherine Joy & Magallanes, Krizia & Lee, Sunbok & Chung, Jae Young, 2023. "Systematic analysis on school violence and bullying using data mining," Children and Youth Services Review, Elsevier, vol. 150(C).
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Maribel Vega-Arce & Gonzalo Salas & Gastón Núñez-Ulloa & Cristián Pinto-Cortez & Ivelisse Torres Fernandez & Yuh-Shan Ho, 2019. "Research performance and trends in child sexual abuse research: a Science Citation Index Expanded-based analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 121(3), pages 1505-1525, December.
    2. Serhat Burmaoglu & Ozcan Saritas, 2019. "An evolutionary analysis of the innovation policy domain: Is there a paradigm shift?," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(3), pages 823-847, March.
    3. Emmanuel Songsore & Michael Buzzelli, 2016. "Ontario’s Experience of Wind Energy Development as Seen through the Lens of Human Health and Environmental Justice," IJERPH, MDPI, vol. 13(7), pages 1-18, July.
    4. Marek Kwiek & Wojciech Roszka, 2022. "Academic vs. biological age in research on academic careers: a large-scale study with implications for scientifically developing systems," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(6), pages 3543-3575, June.
    5. Ana Cristina Lindsay & Sherrie F. Wallington & Faith D. Lees & Mary L. Greaney, 2018. "Exploring How the Home Environment Influences Eating and Physical Activity Habits of Low-Income, Latino Children of Predominantly Immigrant Families: A Qualitative Study," IJERPH, MDPI, vol. 15(5), pages 1-13, May.
    6. Mike Thelwall, 2020. "Mid-career field switches reduce gender disparities in academic publishing," Scientometrics, Springer;Akadémiai Kiadó, vol. 123(3), pages 1365-1383, June.
    7. Borch, Kristian & Munk, Anders K. & Dahlgaard, Vibeke, 2020. "Mapping wind-power controversies on social media: Facebook as a powerful mobilizer of local resistance," Energy Policy, Elsevier, vol. 138(C).
    8. Nasrabadi, Mohamadreza Azar & Beauregard, Yvan & Ekhlassi, Amir, 2024. "The implication of user-generated content in new product development process: A systematic literature review and future research agenda," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    9. Caro Wolfner & Corilyn Ott & Kalani Upshaw & Angela Stowe & Lisa Schwiebert & Robin Gaines Lanzi, 2023. "Coping Strategies and Help-Seeking Behaviors of College Students and Postdoctoral Fellows with Disabilities or Pre-Existing Conditions during COVID-19," Disabilities, MDPI, vol. 3(1), pages 1-25, February.
    10. Christopher Mulwanda & Vincent R. Nyirenda & Ngawo Namukonde, 2024. "Traditional ecological knowledge, perceptions and practices on insect pollinator conservation: A case of the smallholder farmers in Murundu ward of Mufulira mining district of Zambia," Journal of Environmental Studies and Sciences, Springer;Association of Environmental Studies and Sciences, vol. 14(1), pages 24-35, March.
    11. Pantea Kamrani & Isabelle Dorsch & Wolfgang G. Stock, 2021. "Do researchers know what the h-index is? And how do they estimate its importance?," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(7), pages 5489-5508, July.
    12. Yves Gingras & Mahdi Khelfaoui, 2018. "Assessing the effect of the United States’ “citation advantage” on other countries’ scientific impact as measured in the Web of Science (WoS) database," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(2), pages 517-532, February.
    13. Théodore Nikiema & Eugène C. Ezin & Sylvain Kpenavoun Chogou, 2023. "Bibliometric Analysis of the State of Research on Agroecology Adoption and Methods Used for Its Assessment," Sustainability, MDPI, vol. 15(21), pages 1-18, November.
    14. Maurer, Moritz, 2025. "Wild Experiments? Restricting Narratives in Research on Alternative Food and Agriculture Networks," OSF Preprints u2tyv, Center for Open Science.
    15. Manuel Sánchez-Pérez & Nuria Rueda-López & María Belén Marín-Carrillo & Eduardo Terán-Yépez, 2021. "Theoretical dilemmas, conceptual review and perspectives disclosure of the sharing economy: a qualitative analysis," Review of Managerial Science, Springer, vol. 15(7), pages 1849-1883, October.
    16. Stephen, Dimity & Stahlschmidt, Stephan, 2021. "Performance and structures of the German science system 2021," Studien zum deutschen Innovationssystem 5-2021, Expertenkommission Forschung und Innovation (EFI) - Commission of Experts for Research and Innovation, Berlin.
    17. Simon Zaby, 2019. "Science Mapping of the Global Knowledge Base on Microfinance: Influential Authors and Documents, 1989–2019," Sustainability, MDPI, vol. 11(14), pages 1-21, July.
    18. Ana Batlles-delaFuente & Luis Jesús Belmonte-Ureña & José Antonio Plaza-Úbeda & Emilio Abad-Segura, 2021. "Sustainable Business Model in the Product-Service System: Analysis of Global Research and Associated EU Legislation," IJERPH, MDPI, vol. 18(19), pages 1-33, September.
    19. Katarzyna Piwowar‐Sulej, 2021. "Core functions of Sustainable Human Resource Management. A hybrid literature review with the use of H‐Classics methodology," Sustainable Development, John Wiley & Sons, Ltd., vol. 29(4), pages 671-693, July.
    20. Rebecca A. Johnson & David L. Albright & James R. Marzolf & Jessica L. Bibbo & Hayley D. Yaglom & Sandra M. Crowder & Gretchen M. Carlisle & Karen Grindler & Nathan Harms & Amy Willard & Marita Wassma, 2021. "Experiences of Military Veterans in a Therapeutic Horseback Riding Program," Clinical Nursing Research, , vol. 30(7), pages 923-933, September.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:sae:sagope:v:14:y:2024:i:3:p:21582440241285341. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: SAGE Publications (email available below). General contact details of provider: .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.