IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i22p14883-d970610.html
   My bibliography  Save this article

Revealing the Intellectual Structure and Evolution of Digital Addiction Research: An Integrated Bibliometric and Science Mapping Approach

Author

Listed:
  • Turgut Karakose

    (Faculty of Education, Kutahya Dumlupinar University, 43100 Kutahya, Turkey)

  • Tijen Tülübaş

    (Faculty of Education, Kutahya Dumlupinar University, 43100 Kutahya, Turkey)

  • Stamatios Papadakis

    (Department of Education, University of Crete, 74100 Rethymno, Greece)

Abstract

The current study uses “digital addiction” as an umbrella term to refer to addiction to the Internet, social media, smartphones, digital devices, video games, or similar digital technologies. The study aims to investigate the scientific landscape of the digital addiction research field through combining bibliometric and science mapping analysis and to facilitate insight into the development and evolution of this knowledge base. Data for the analysis were extracted from the Scopus database, which covers a wide range of journal articles, with 429 articles addressing digital addiction included in the analysis. The science mapping analysis was performed over three consecutive time periods using SciMAT software to observe the thematic evolution. The results indicated that addictive behavior was the most significant theme across the three time periods. Cross-sectional studies addressing the risk factors or outcomes of addiction among adults and different sexes were prevalent during the first period (1997–2012), while interest moved to the addictive behavior of adolescents and students during the second period (2013–2017). Research during the third period (2018–2022) was driven by smartphone and social media addiction, and resilience as a preventive factor garnered more research interest than previously studied risk factors, which may indicate a perspective change by researchers. Implications are suggested for future investigations of digital addiction.

Suggested Citation

  • Turgut Karakose & Tijen Tülübaş & Stamatios Papadakis, 2022. "Revealing the Intellectual Structure and Evolution of Digital Addiction Research: An Integrated Bibliometric and Science Mapping Approach," IJERPH, MDPI, vol. 19(22), pages 1-27, November.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:22:p:14883-:d:970610
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/22/14883/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1660-4601/19/22/14883/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Turgut Karakose & Hakan Polat & Stamatios Papadakis, 2021. "Examining Teachers’ Perspectives on School Principals’ Digital Leadership Roles and Technology Capabilities during the COVID-19 Pandemic," Sustainability, MDPI, vol. 13(23), pages 1-20, December.
    2. Joseph, Rugai & Joy-Telu Hamiliton-Ekeke, 2016. "A Review of Digital Addiction: A Call for Safety Education," Journal of Education and e-Learning Research, Asian Online Journal Publishing Group, vol. 3(1), pages 17-22.
    3. M.J. Cobo & A.G. López-Herrera & E. Herrera-Viedma & F. Herrera, 2011. "Science mapping software tools: Review, analysis, and cooperative study among tools," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 62(7), pages 1382-1402, July.
    4. B. Douglas Bernheim & Antonio Rangel, 2004. "Addiction and Cue-Triggered Decision Processes," American Economic Review, American Economic Association, vol. 94(5), pages 1558-1590, December.
    5. Chun, JongSerl, 2018. "Conceptualizing effective interventions for smartphone addiction among Korean female adolescents," Children and Youth Services Review, Elsevier, vol. 84(C), pages 35-39.
    6. Olatz Lopez-Fernandez, 2018. "Generalised Versus Specific Internet Use-Related Addiction Problems: A Mixed Methods Study on Internet, Gaming, and Social Networking Behaviours," IJERPH, MDPI, vol. 15(12), pages 1-33, December.
    7. 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.
    8. Christian Sternitzke & Isumo Bergmann, 2009. "Similarity measures for document mapping: A comparative study on the level of an individual scientist," Scientometrics, Springer;Akadémiai Kiadó, vol. 78(1), pages 113-130, January.
    9. Sun, Ruimei & Gao, Qiufeng & Xiang, Yanhui & Chen, Tong & Liu, Ting & Chen, Qianyi, 2020. "Parent–child relationships and mobile phone addiction tendency among Chinese adolescents: The mediating role of psychological needs satisfaction and the moderating role of peer relationships," Children and Youth Services Review, Elsevier, vol. 116(C).
    10. Seok, Hee Joung & Lee, Jeoung Min & Park, Chi-Yong & Park, Ji Young, 2018. "Understanding internet gaming addiction among South Korean adolescents through photovoice," Children and Youth Services Review, Elsevier, vol. 94(C), pages 35-42.
    11. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    12. Neal Coulter & Ira Monarch & Suresh Konda, 1998. "Software engineering as seen through its research literature: A study in co‐word analysis," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 49(13), pages 1206-1223.
    13. Amen Alrobai & John McAlaney & Keith Phalp & Raian Ali, 2016. "Exploring the Risk Factors of Interactive E-Health Interventions for Digital Addiction," International Journal of Sociotechnology and Knowledge Development (IJSKD), IGI Global, vol. 8(2), pages 1-15, April.
    14. E. M. Murgado-Armenteros & M. Gutiérrez-Salcedo & F. J. Torres-Ruiz & M. J. Cobo, 2015. "Analysing the conceptual evolution of qualitative marketing research through science mapping analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 519-557, January.
    15. Kim, NaHyun & Sung, Jin Young & Park, Joo Yeon & Kong, In Deok & Hughes, Tonda L. & Kim, Dae-Kwang, 2019. "Association between internet gaming addiction and leukocyte telomere length in Korean male adolescents," Social Science & Medicine, Elsevier, vol. 222(C), pages 84-90.
    16. M.J. Cobo & A.G. López-Herrera & E. Herrera-Viedma & F. Herrera, 2012. "SciMAT: A new science mapping analysis software tool," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 63(8), pages 1609-1630, August.
    17. Gökçearslan, Şahin & Uluyol, Çelebi & Şahin, Sami, 2018. "Smartphone addiction, cyberloafing, stress and social support among university students: A path analysis," Children and Youth Services Review, Elsevier, vol. 91(C), pages 47-54.
    18. Turgut Karakose, 2022. "Assessing the Relationships between Internet Addiction, Depression, COVID-19-Related Fear, Anxiety, and Suspicion among Graduate Students in Educational Administration: A Structural Equation Modeling ," Sustainability, MDPI, vol. 14(9), pages 1-16, April.
    19. Birgitta Dresp-Langley & Axel Hutt, 2022. "Digital Addiction and Sleep," IJERPH, MDPI, vol. 19(11), pages 1-19, June.
    20. Alonso, S. & Cabrerizo, F.J. & Herrera-Viedma, E. & Herrera, F., 2009. "h-Index: A review focused in its variants, computation and standardization for different scientific fields," Journal of Informetrics, Elsevier, vol. 3(4), pages 273-289.
    21. Xie, Xiaochun & Chen, Wu & Zhu, Xiaowei & He, Dan, 2019. "Parents' phubbing increases Adolescents' Mobile phone addiction: Roles of parent-child attachment, deviant peers, and gender," Children and Youth Services Review, Elsevier, vol. 105(C), pages 1-1.
    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. Ramazan Yirci & Turgut Karakose & Ibrahim Kocabas & Tijen Tülübaş & Stamatios Papadakis, 2023. "A Bibliometric Review of the Knowledge Base on Mentoring for the Professional Development of School Administrators," Sustainability, MDPI, vol. 15(4), pages 1-25, February.
    2. Turgut Karakose & Ibrahim Kocabas & Ramazan Yirci & Stamatios Papadakis & Tuncay Yavuz Ozdemir & Murat Demirkol, 2022. "The Development and Evolution of Digital Leadership: A Bibliometric Mapping Approach-Based Study," Sustainability, MDPI, vol. 14(23), pages 1-26, December.
    3. E. M. Murgado-Armenteros & M. Gutiérrez-Salcedo & F. J. Torres-Ruiz & M. J. Cobo, 2015. "Analysing the conceptual evolution of qualitative marketing research through science mapping analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 519-557, January.
    4. Eduardo Terán-Yépez & David Jiménez-Castillo & Manuel Sánchez-Pérez, 2021. "International opportunity recognition: A comprehensive bibliometric review," Journal of International Entrepreneurship, Springer, vol. 19(1), pages 18-52, March.
    5. María del Pilar Casado-Belmonte & Gema María Marín-Carrillo & Eduardo Terán-Yépez & María de las Mercedes Capobianco-Uriarte, 2020. "What Is Going on with the Research into the Internationalization of Small and Medium-Sized Enterprises (SMEs)? An Intellectual Structure Analysis into the State-of-the-Art (1990–2018)," Publications, MDPI, vol. 8(1), pages 1-30, February.
    6. Gaviria-Marin, Magaly & Merigó, José M. & Baier-Fuentes, Hugo, 2019. "Knowledge management: A global examination based on bibliometric analysis," Technological Forecasting and Social Change, Elsevier, vol. 140(C), pages 194-220.
    7. Santana, Monica & Cobo, Manuel J., 2020. "What is the future of work? A science mapping analysis," European Management Journal, Elsevier, vol. 38(6), pages 846-862.
    8. Zamani, Mehdi & Yalcin, Haydar & Naeini, Ali Bonyadi & Zeba, Gordana & Daim, Tugrul U, 2022. "Developing metrics for emerging technologies: identification and assessment," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    9. Irena Sajovic & Bojana Boh Podgornik, 2022. "Bibliometric Analysis of Visualizations in Computer Graphics: A Study," SAGE Open, , vol. 12(1), pages 21582440211, January.
    10. Nadia Karina Gamboa-Rosales & José María Celaya-Padilla & Ana Luisa Hernandez-Gutierrez & Arturo Moreno-Baez & Carlos E. Galván-Tejada & Jorge I. Galván-Tejada & Edgar González-Fernández & Hamurabi Ga, 2020. "Visualizing the Intellectual Structure and Evolution of Intelligent Transportation Systems: A Systematic Analysis of Research Themes and Trends," Sustainability, MDPI, vol. 12(21), pages 1-30, October.
    11. Mónica Santana & Rafael Morales-Sánchez & Susana Pasamar, 2020. "Mapping the Link between Corporate Social Responsibility (CSR) and Human Resource Management (HRM): How Is This Relationship Measured?," Sustainability, MDPI, vol. 12(4), pages 1-28, February.
    12. Leonardo B. Furstenau & Bruna Rabaioli & Michele Kremer Sott & Danielli Cossul & Mariluza Sott Bender & Eduardo Moreno Júdice De Mattos Farina & Fabiano Novaes Barcellos Filho & Priscilla Paola Severo, 2021. "A Bibliometric Network Analysis of Coronavirus during the First Eight Months of COVID-19 in 2020," IJERPH, MDPI, vol. 18(3), pages 1-24, January.
    13. Jiangang Shi & Kaifeng Duan & Guangdong Wu & Hongyun Si & Rui Zhang, 2022. "Sustainability at the community level: A bibliometric journey around a set of sustainability‐related terms," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(1), pages 256-274, February.
    14. Monica Santana & Alvaro Lopez‐Cabrales, 2019. "Sustainable development and human resource management: A science mapping approach," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 26(6), pages 1171-1183, November.
    15. Suparak Suriyankietkaew & Phallapa Petison, 2019. "A Retrospective and Foresight: Bibliometric Review of International Research on Strategic Management for Sustainability, 1991–2019," Sustainability, MDPI, vol. 12(1), pages 1-27, December.
    16. Eva-María Mora-Valentín & Marta Ortiz-de-Urbina-Criado & Juan-José Nájera-Sánchez, 2018. "Mapping the conceptual structure of science and technology parks," The Journal of Technology Transfer, Springer, vol. 43(5), pages 1410-1435, October.
    17. Ruben Heradio & David Fernandez-Amoros & Cristina Cerrada & Manuel J. Cobo, 2020. "Group Decision-Making Based on Artificial Intelligence: A Bibliometric Analysis," Mathematics, MDPI, vol. 8(9), pages 1-20, September.
    18. Fernando Zambrano Farias & María del Carmen Valls Martínez & Pedro Antonio Martín-Cervantes, 2021. "Explanatory Factors of Business Failure: Literature Review and Global Trends," Sustainability, MDPI, vol. 13(18), pages 1-26, September.
    19. Hugo Baier-Fuentes & José M. Merigó & José Ernesto Amorós & Magaly Gaviria-Marín, 2019. "International entrepreneurship: a bibliometric overview," International Entrepreneurship and Management Journal, Springer, vol. 15(2), pages 385-429, June.
    20. Beatrice I. J. M. Van der Heijden & Karen Pak & Mónica Santana, 2021. "Menopause and Sustainable Career Outcomes: A Science Mapping Approach," IJERPH, MDPI, vol. 18(23), pages 1-21, November.

    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:gam:jijerp:v:19:y:2022:i:22:p:14883-:d:970610. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.