Bibliometric Review of Drug Addiction Research

Publication Patterns, Key Contributors, and Emerging Topics

Authors

  • Noor Syazwani Ishak Sunway College, Malaysia
  • Azharudin Mohamed Dali Universiti Malaya, Malaysia
  • Mohd Firdaus Roslan Tunku Abdul Rahman University of Management and Technology, Malaysia

DOI:

https://doi.org/10.32890/ssmj2025.2.1.4

Keywords:

drug addiction, drug abuse, substance abuse, bibliometric analysis

Abstract

Drug addiction remains a widespread problem that affects people of all ages, backgrounds, and socioeconomic statuses. This study highlights the current research trend on drug addiction publishing patterns and the most used author keywords. A total of 13,476 relevant documents were obtained from the Scopus database for detailed analysis. This study used several analytical tools, including Microsoft Excel for frequency analysis, VOSviewer for data visualisation, and ScientoPy for running and executing relevant publication data retrieved and analysis. The results were presented using typical bibliometric indicators such as publication growth, author keywords analysis, publishing countries and productive authors. The findings showed a significant increase in drug addiction publications since 2006, highlighting the growing relevance of drug addiction and its broader societal impacts. The top three research studies based on a country analysis show that the United States has become an active publisher, followed by China and Italy. Importantly, these studies emphasised that the scholarly practices prevalent in drug addiction research have been impressively propagated. The trends will assist researchers in recognizing various fields and identifying the core areas, proactive institutions, and productive authors published in this knowledge for supplementary investigation. Furthermore, by examining the most popular keywords, the findings of this study enabled researchers to identify potential areas for future research, particularly in drug use prevention, laws and government policies to prevent the rising rate of addiction, and improved social well-being in comparison to drug use, which could be studied in the last five years.

Author Biographies

  • Noor Syazwani Ishak, Sunway College

    General Studies Department, Sunway College, Kuala Lumpur, Malaysia

  • Azharudin Mohamed Dali, Universiti Malaya

    Faculty of Arts and Social Sciences, Universiti Malaya, Kuala Lumpur, Malaysia

References

Abdullah, K. H., & Othman, S. Z. (2022). A bibliometric mapping of five decades research in telecommuting. International Journal of Information Science and Management, 20(2), 229-245.

Abdullah, K. H., Hashim, M. N., & Abd Aziz, F. S. (2020). A 39 years (1980-2019) bibliometric analysis of safety leadership research. TEST Engineering and Management, 83, 4526-4542.

Abdullah, K. H., Roslan, M. F., & Ilias, M. (2023). A bibliometric analysis of literature review articles published by Malaysian authors. Jurnal Penyelidikan Sains Sosial (JOSSR), 6(18), 8-26.

Abdullah, K. H., Sofyan, D., Roslan, M. F., Shukri, N. N. M., & Hammood, W. A. (2022). Biodiversity management: A bibliometric analysis of Scopus database publications. Asian Journal of Fundamental and Applied Sciences, 3(3), 41-53.

Abdullah, K. H., Sofyan, D., Roslan, M. Z. H., & Roslan, M. F. (2022). Extrinsic and intrinsic motivation: Bibliometric analysis-derived insights. Jurnal Penyelidikan Sains Sosial (JOSSR), 5(17), 50-62.

Boucher, L. M., Shoemaker, E. S., Liddy, C. E., Leonard, L., MacPherson, P. A., Presseau, J., Martin, A., Pineau, D., Lalonde, C., Diliso, N., Lafleche, T, Fitzgerald,M., & Kendall, C. E. (2022). They’re all struggling as well: Social and economic barriers and facilitators to self-managing chronic illness among marginalized people who use drugs. International Journal of Qualitative Studies on Health and Well-Being, 17(1), 2082111.

Brauer, R. L. (2022). Safety and health for engineers. John Wiley & Sons.

Bufano, P., Poma, A. M., Frumento, S., Persechino, B., Menicucci, D., Laurino, M., & Gemignani, A. (2023). Meta-analytic study on substance intake and work-related accidents calls for attention to bio-psycho-social factors. Neuroscience & Biobehavioral Reviews, 144, 104987.

Chang, R. (2024). The impact of employees’ health and well-being on job performance. Journal of Education, Humanities and Social Sciences, 29(1), 372-378.

Ekhtiari, H., Noroozi, A., Farhoudian, A., Radfar, S. R., Hajebi, A., Sefatian, S., Zare-Bidoky, M., Razaghi, E.M., Mokri, A., Rahimi-Movaghar, A., & Rawson, R. (2020). The evolution of addiction treatment and harm reduction programs in Iran: A chaotic response or a synergistic diversity? Addiction, 115(7), 1395-1403.

Farooq, M. S., Tehseen, R., & Omer, U. (2021). Blockchain based online examination assessment models for Educational. VFAST Transactions on Software Engineering, 9(3), 57–67.

Fink, L. D., Davis, J. R., & Arend, B. D. (2023). Facilitating seven ways of learning: A resource for more purposeful, effective, and enjoyable college teaching. Routledge.

Gazali, N., Cendra, R., Saputra, H. D., Saad, N., Winarno, M. E., Hanief, Y. N., Abdullah, K.H., Shahril, M.I., & Tulyakul, S. (2021). Trends and patterns of 2013 curriculum research in physical education: Bibliometric analysis from 2013-2020. Multilateral: Jurnal Pendidikan Jasmani dan Olahraga, 20(3), 179-199.

Grant, V. A. (2022). Effective strategies to prevent and reduce substance abuse in the workplace. (Doctoral dissertation, Walden University). Walden dissertations and doctoral studies collection. https://scholarworks.waldenu.edu/cgi/viewcontent.cgi?article=14263&context=dissertations

Heilig, M., MacKillop, J., Martinez, D., Rehm, J., Leggio, L., & Vanderschuren, L. J. (2021). Addiction as a brain disease revised: why it still matters, and the need for consilience. Neuropsychopharmacology, 46(10), 1715-1723.

Jatau, A. I., Sha’aban, A., Gulma, K. A., Shitu, Z., Mohammed Khalid, G., Isa, A.,Wada, A.S., & Mustapha, M. (2021). The burden of drug abuse in Nigeria: A scoping review of epidemiological studies and drug laws. Public Health Reviews, 42, 1603960.

Lasswell, H. D., & McDougal, M. S. (2023). Jurisprudence For a Free Society: Studies in Law, Science and Policy, Volume II. Martinus Nijhoff Publishers.

Leydesdorff, L., & Vaughn, C. (2006). Co-occurrence matrices and their applications in information science: Extending ACA to the Web environment. Journal of the American Society for Information Science and Technology, 57(12), 1616-1628. https://doi.org/10.1002/asi.20377

Manurung, L. (2024). The impact of drug abuse on families and society (literature review). MSJ: Majority Science Journal, 2(2), 239-244.

Martín-Martín, A., Thelwall, M., Orduna-Malea, E., & Delgado López-Cózar, E. (2021). Google scholar, microsoft academic, scopus, dimensions, web of science, and opencitations’ COCI: A multidisciplinary comparison of coverage via citations. Scientometrics, 126(1), 871-906.

Miller, G. (2020). Learning the language of addiction counseling. John Wiley & Sons.

Mullen, C., Whalley, B. J., Schifano, F., & Baker, J. S. (2020). Anabolic androgenic steroid abuse in the United Kingdom: An update. British journal of pharmacology, 177(10), 2180-2198.

Nwogu, M. I. O. (2022). Drug abuse and crime–The challenges to nation building. American Journal of Law, 4(2), 57-65.

O’Shay-Wallace, S. (2020). We weren’t raised that way: Using stigma management communication theory to understand how families manage the stigma of substance abuse. Health Communication, 35(4), 465-474. doi: 10.1080/10410236.2019.1567443.

Omale, L. E. (2024). Drug use and harm reduction: Community readiness as pathway to well-being and reintegration (Doctoral dissertation, National Louis University). Scholarship Repository. https://digitalcommons.nl.edu/diss/771/?utm_source=digitalcommons.nl.edu%2Fdiss%2F771&ut m_medium=PDF&utm_campaign=PDFCoverPages

Pabon, C. D. R., Sánchez-Benitez, J., Ruiz-Rosero, J., & Ramirez-Gonzalez, G. (2020). Coffee crop science metric: A review. Coffee Science, 15(1), 1-11. https://doi.org/10.25186/.v15i.1693

Packalen, K. A., Sobchuk, K., Qin-Wang, K., Cheetham, J., Hildebrand, J., Fecica, A., & Lysaght, R. (2024). How supervisors and coworkers enable workplace practices to foster success for employees with mental health and/or addiction challenges. Equality, Diversity and Inclusion: An International Journal. Vol. ahead-of-print No. ahead-of-print. https://doi.org/10.1108/EDI-10-2023-0326

Pranckutė, R. (2021). Web of Science (WoS) and Scopus: The titans of bibliographic information in today’s academic world. Publications, 9(1), 12-59.

Reichert, R. A., Silveira, K. M., Lopes, F. M., & De Micheli, D. (2021). Drug abuse: Classifications, effects and risks. In S. M. Oliani, R. A. Reichert, & R. A. Banaco (Eds.), Behavior analysis and substance dependence: Theory, research and intervention (pp. 3–20). Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-030-75961-2_1

Roslan, M. F., Abd Razak, M. R., Abdullah, K. H., Ishak, N. S., & Ishak, N. S. (2023). A bibliometric analysis of work stress research: Three decades (1992-2022) Publication Trends. International Journal of Advanced Research in Education and Society, 5(1), 1-14.

Roslan, M. F., Abd Razak, M. R., Abdullah, K. H., & Ishak, N. S. (2023). Analysing the Evolution of Teacher Leadership Research in 32 Years (1990-2022): A Bibliometric Analysis. Asian Journal of Research in Education and Social Sciences, 5(2), 209-224.

Roslan, M. F., Ishak, N. S., Abdullah, K. H., Hamid, A. A., & Mohaidin, A. M. (2024). Trends and Tracking Topics in Predictive Maintenance Research: A Bibliometric Analysis (2000-2023). International Journal of Business and Technology Management, 6(2), 675-687.

Ruiz-Rosero, J., Ramírez-González, G., & Viveros-Delgado, J. (2019). Software survey: ScientoPy, a scientometric tool for topics trend analysis in scientific publications. Scientometrics, 121(2), 1165-1188.

Ruiz-Rosero, J., Ramirez-Gonzalez, G., Williams, J. M., Liu, H., Khanna, R., & Pisharody, G. (2017). Internet of things: A scientometric review. Symmetry, 9(12). 301-332 https://doi.org/10.3390/sym9120301

Scott, C. K., Dennis, M. L., Grella, C. E., Kurz, R., Sumpter, J., Nicholson, L., & Funk, R. R. (2020). A community outreach intervention to link individuals with opioid use disorders to medication-assisted treatment. Journal of Substance Abuse Treatment, 108, 75-81.

Shankar, S.K., Mukesh, R., Badrinarayanan, M.K. (2021). Challenges in adoption of secure digitization of graduate assessments: Scope for blockchain technologies. In Tuba, M., Akashe, S., Joshi, A. (eds), ICT Systems and Sustainability. Advances in Intelligent Systems and Computing (vol 1270, pp. 1-9). Springer. https://doi.org/10.1007/978-981-15-8289-9_1

Smith, D.E., Marzilli, L., Davidson, L.D. (2021). Strategies of drug prevention in the workplace: An international perspective of drug testing and employee assistance programs. In el-Guebaly, N., Carrà, G., Galanter, M., Baldacchino, A.M. (eds) Textbook of Addiction Treatment: International Perspectives (pp. 733-756). Springer, Cham. https://doi.org/10.1007/978-3-030-36391-8_51

Sofyan, D., & Abdullah, K. H. (2022). Scientific developments in educational innovation research in Indonesia and Malaysia: A scientometric review. International Journal of Educational Innovation and Research, 1(1), 42-51.

Stanojlović, M., & Davidson, L. (2021). Targeting the barriers in the substance use disorder continuum of care with peer recovery support. Substance abuse: Research and Treatment, 15, 1-10. doi: 10.1177/1178221820976988.

Sweileh, W. M. (2022). Analysis and mapping of global research publications on shift work (2012–2021). Journal of Occupational Medicine and Toxicology, 17(1), 1-14. https://doi.org/10.1186/s12995-022-00364-0

Visser, M., Van Eck, N. J., & Waltman, L. (2021). Large-scale comparison of bibliographic data sources: Scopus, web of science, dimensions, crossref, and microsoft academic. Quantitative Science Studies, 2(1), 20-41.

Volkow, N. D. (2020). Personalising the treatment of substance use disorders. American Journal of Psychiatry, 177(2), 113-116.

Waltman, L. (2016). A review of the literature on citation impact indicators. Journal of Informetrics, 10(2), 365-391. https://doi.org/10.1016/j.joi.2016.02.007

Zaidi, U. (2020). Role of social support in relapse prevention for drug addicts. International Journal of Innovation, Creativity and Change, 13(1), 915-924.

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Published

15-07-2025

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How to Cite

Ishak, N. S., Mohamed Dali, A., & Roslan, M. F. (2025). Bibliometric Review of Drug Addiction Research: Publication Patterns, Key Contributors, and Emerging Topics. Social Security Management Journal, 2(April), 56-71. https://doi.org/10.32890/ssmj2025.2.1.4

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