Mapping the structure of research in international papers on psychotherapy (2012–2021)
https://doi.org/10.25016/2782-652X-2023-0-86-05-32
Abstract
Relevance. An increasing amount of publications demands investigators to step beyond routine analysis strategies in their scientific research. For this purpose, Leiden University Center for Science and Technology Studies (Netherlands) has developed the VOSviewer analytical software tool, available for free download.
The goal is to analyze the structure of scientific research in international publications on psychotherapy, published within 10 year’s timespan, from 2012 to 2021.
Methods. The PubMed database search produced a sampling of 89.8 thousand items referring to international papers on psychotherapy published within the span of 10 years, from 2012 to 2021. We analyzed 88.6 % of the yielded sampling. Within the co-occurrence network of 250 keywords and 40 scientific publications, either by individual authors or co-authored, the VOSviewer software tool allowed to visualize 6 clusters based on terms and 14 clusters based on most prominent coauthorship links between researchers.
Results and discussion. The visualized network of 6 clusters showed that researchers were mainly focused on the following issues: Cluster 1 – the role of psychotherapy (specific methods and techniques) in psychological adaptation of patients, including those with mental disorders, as well as approaches and techniques to initiate psychotherapeutic intervention, and patient communication strategies for psychotherapists (having the total link strength of 26.7 % for all sampled publications); Cluster 2 – parameters for biological and neuropsychological markers of psychological impact on patient, with the total link strength of 21.4 %. Cluster 3 – efficiency of psychological impact techniques in evidence-based medicine perspective, with the total link strength of 17.1 %; Cluster 4 – cognitive therapy for addictions, including in remote on-line format, acquisition of healthy lifestyles by patients, as well as technical and economic aspects of treatment, with the total link strength of 14.9 %; Cluster 5 – treatment of patients with mental disorders using cognitive behavioral and combination therapy, including neuropharmacological drugs, with the total link strength of 10.6 %; Cluster 6 – treatment of children with developmental and behavioral disorders, child-parent relationship, pregnancy complications, parenting problems, with the total link strength of 4.4 %. The structure of the evaluated psychotherapeutic techniques and the most prominent co-authorship links between psychotherapy researchers were calculated.
Conclusion. Considering the vast amount of publications, the VOSviewer program allows to outline most dominant research perspectives for a particular area of science and, thus, determine future priorities in psychotherapy as a field of study.
About the Authors
V. I. EvdokimovRussian Federation
Vladimir Ivanovich Evdokimov – Dr. Med. Sci. Prof., Principal Research Associate; Lecturer at the Department of Psychiatry
4/2, Academica Lebedeva Str., St. Petersburg, 194044
6, Aсademica Lebedeva Str., St. Petersburg, 1940044
R. K. Nazyrov
Russian Federation
Ravil’ Kaisovich Nazyrov – Dr. Med. Sci., director
32–34, Baskov lane, St. Petersburg, 191014
M. S. Pluzhnik
Russian Federation
Mikhail Sergeevich Pluzhnik – cadet of the military doctors training faculty
6, Aсademica Lebedeva Str., St. Petersburg, 1940044
D. A. Klimshin
Russian Federation
Dmitrij Anatol’evich Klimshin – clinical psychologist, teacher
32–34, Baskov lane, St. Petersburg, 191014
V. V. Korovitsin
Russian Federation
Vitalij Viktorovich Korovicin – psychotherapist, teacher
32–34, Baskov lane, St. Petersburg, 191014
References
1. Evdokimov V.I. Obobshchennye pokazateli avtoreferatov dissertatsii po psikhoterapii i psikhologicheskoi korrektsii, proindeksirovannykh v Rossiiskoi gosudarstvennoi biblioteke (2010–2021 gg.) [Generalized indicators of abstracts of dissertations on psychotherapy and psychological correction indexed in the Russian state library (2010–2021)] Vestnik psikhoterapii [Bulletin of Psychotherapy]. 2022; (83):73–85. DOI: 10.25016/2782-652X-2022-0-83-73-85.
2. Evdokimov V.I., Karvasarsky B.D. Psikhoterapiya: analiz mirovogo massiva doktorskikh dissertatsii (1983–2012 gg.) [Psychotherapy: an analysis of the global array of doctoral theses (1983–2012)]. Vestnik psikhoterapii [Bulletin of Psychotherapy]. 2013; (46):7–21. (In Russ.)
3. Korobkina Y.Sh., Omel’chenko A.M. Nauchnye kollaboratsii: opredelenie, klassifikatsii i kharakteristiki [Research collaborations: definition, classification and characteristics]. Ekonomika: vchera, segodnya, zavtra [Economics: yesterday, today, tomorrow]. 2017; 7(4A):72–83. (In Russ.)
4. Psikhoterapevticheskaya entsiklopediya [Psychotherapeutic Encyclopedia]. Eds. B.D. Karvasarsky. St. Petersburg. 2006. 943 p. (In Russ.)
5. Torshin I.Yu., Gromova O.A., Stakhovskaya L.V. [et al.]. Analiz 19.9 mln publikatsii bazy dannykh PubMed/ MEDLINE metodami iskusstvennogo intellekta: podkhody k obobshcheniyu nakoplennykh dannykh i fenomen ‘’fake news’’ [Analysis of 19.9 million publications from the PubMed/MEDLINE database using artificial intelligence methods: approaches to the generalizations of accumulated data and the phenomenon of ‘’fake news’’]. Farmakoekonomika. Sovremennaya farmakoekonomika i farmakoepidemiologiya. 2020; 13(2):146–163. DOI: 10.17749/2070-4909/farmakoekonomika.2020.021. (In Russ.)
6. Filippov Yu.I. Indeksatsiya rossiiskii zhurnalov po biologii i meditsine v baze dannykh MEDLINE i na platforme PubMed: analiz pozitivnogo i negativnogo opyta [Indexing in MEDLINE and PubMed of Russian biomedical journals: analysis of the positive and negative experience]. Nauchnyi redaktor i izdatel’ [Science Editor and Publisher]. 2021; 6(1):28–47. DOI: 10.24069/2542-0267-2021-1-28-47. (In Russ.)
7. Baminiwatta A., Solangaarachchi I. Trends and Developments in Mindfulness Research over 55 Years: A Bibliometric Analysis of Publications Indexed in Web of Science. Mindfulness (N.Y.). 2021; 12(9):2099–2116. DOI: 10.1007/s12671-021-01681-x..
8. Koo M. A bibliometric analysis of two decades of aromatherapy research. BMC Res Notes. 2017. 10(1):46. DOI: 10.1186/s13104-016-2371-1.
9. Liu Z., Yang Z., Osmani M. The Relationship between Sustainable Built Environment, Art Therapy and Therapeutic Design in Promoting Health and Well-Being. Int. J. Environ. Res. Public Health. 2021; 18(20):10906. DOI: 10.3390/ijerph182010906.
10. Srivastava K., Saxena A. Research Landscape on Student Suicide: A Bibliometric and Visual Analysis of 62 Years (1959–2021). Indian J. Psychol. Med. 2023; 45(3):237–242. DOI: 10.1177/02537176231160658.
11. Van Eck N.J., Waltman L. Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics. 2010; 84(2):523–538. DOI: 10.1007/s11192-009-0146-3.
12. Van Eck N.J., Waltman L. Manual for VOSviewer version 1.6.19 / Leiden Universiteit. 2023. 54 p. URL: https://www.aidi-ahmi.com/download/Manual_VOSviewer_1.6.19.pdf.
13. Wigand M.E., Wiegand H.F., Scherp A., Becker T. To whose good? Directions and gaps in psychiatric research. Int J. Soc. Psychiatry. 2021; 67(8):1061–1067. DOI: 10.1177/00207640211008480.
14. Xin Q., Paudel D., An K. [et al.]. Thematic trends and knowledge structure on cognitive behavior therapy for insomnia: A bibliometric and visualization analysis. Front Psychiatry. 2022; 13:940741. DOI: 10.3389/fpsyt.2022.940741.
15. Zhang Y., Huang L., Wang Y. [et al.]. Characteristics of Publications on Occupational Stress: Contributions and Trends. Front. Public. Health. 2021; 9:664013. DOI: 10.3389/fpubh.2021.664013.
Review
For citations:
Evdokimov V.I., Nazyrov R.K., Pluzhnik M.S., Klimshin D.A., Korovitsin V.V. Mapping the structure of research in international papers on psychotherapy (2012–2021). Bulletin of psychotherapy. 2023;1(86):5-32. (In Russ.) https://doi.org/10.25016/2782-652X-2023-0-86-05-32