Preview

Bulletin of psychotherapy

Advanced search

Semantic analysis of keywords in foreign articles on psychotherapy (2012–2021)

https://doi.org/10.25016/2782-652X-2023-0-87-05-19

Abstract

Introduction. Staff of the Centre for Science and Technology Studies of Leiden University (Netherlands) were developed an analytical program VOSviewer for frequency analysis of keywords in large arrays of publications. The program is widely used in the science of science. Unfortunately, the program does not carry out meaningful analysis of terms.
The intention is to conduct a semantic analysis of keywords received using the VOSviewer program in articles on psychotherapy.
Methodology. Using the VOSviewer program, 79,6 thousand articles on psychotherapy indexed in the international database PubMed in 2012–2021 were analyzed. With 250 repetitions, 532 keywords were identified, which were routinely combined into 56 terms according to their semantic content. Results and their analysis . The combined terms allowed to distribute the array of articles into 5 clusters. In the 1st cluster the authors mainly presented the results of mental impact on patients from the standpoint of evidence-based medicine and the basic principles of health care and healthcare organization with a total link strength of 51.9 % of the total array of articles. In the 2nd cluster, mental processes were studied, including cognitive, movement disorders and memory disorders. A significant place in the study of these disorders was given to biological aspects and techniques with biofeedback, animal therapy and physiotherapy; the link strength was 15.4 %. In the 3rd cluster, emotions were analyzed that were interdependent with indicators of the quality of life of patients, stress levels, the formation of somatoform disorders, etc. As a rule, meditation and music therapy techniques were used to correct these disorders, the strength of the connection was 14.4 %. In the 4th cluster, the authors investigated social relationships, for example between professionals and patients, interpersonal relationships of patients, and mental adaptation. Optimization of these relationships was carried out using specific psychotherapeutic processes, group psychotherapy and psychoanalysis, the link strength was 13.8 %. In the 5th cluster, issues of self-control, self-esteem, self-efficacy of patients, and their attitude to a healthy lifestyle were studied. Possible behavioral disorders were corrected with the help of bodily therapy, the link strength was 4.5 %.
Conclusion. Semantic analysis revealed some similarities and differences in the clustering of articles by keywords without combining them and allowed to more objectively study the content of an array of foreign publications on psychotherapy.

About the Authors

V. I. Evdokimov
Nikiforov Russian Center of Emergency and Radiation Medicine, EMERCOM of Russia; Kirov Military Medical Academy Russia
Russian 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
Karvasarsky Institute of Psychotherapy and Medical Psychology
Russian Federation

Ravil’ Kaisovich Nazyrov – Dr. Med. Sci., director

32–34, Baskov lane, St. Petersburg, 191014



M. S. Pluzhnik
Nikiforov Russian Center of Emergency and Radiation Medicine, EMERCOM of Russia
Russian Federation

Mikhail Sergeevich Pluzhnik – cadet of the military doctors training faculty

4/2, Academica Lebedeva Str., St. Petersburg, 194



D. A. Klimshin
Karvasarsky Institute of Psychotherapy and Medical Psychology
Russian Federation

Dmitrij Anatol’evich Klimshin – clinical psychologist, teacher

4/2, Academica Lebedeva Str., St. Petersburg, 194044



V. V. Korovicin
Karvasarsky Institute of Psychotherapy and Medical Psychology
Russian Federation

Vitalij Viktorovich Korovicin – psychotherapist, teacher

32–34, Baskov lane, St. Petersburg, 191014



References

1. Grineva M.S., Vasilyev L.G. Oproverzhenie irratsional’nykh ubezhdenii kak osnovnaya argumentativnaya strategiya terapevticheskogo dialoga [Refutation of irrational beliefs as a main argumentative strategy of therapeutic dialogue]. Vestnik Udmurtskogo universiteta. Seriya Istoriya i filologiya [Bulletin of Udmurt University. History and Philology Series]. 2017; 27(6):848–855. (In Russ.)

2. Gurov Yu.V., Gurov D.Yu. K osobennostyam indikatsii i ispol’zovaniya geterosuggestii i autosuggestii v klinicheskoi praktike [To the features of indication and use of heterosuggestion and autosuggestion in clinical practice]. Psikhologiya, pedagogika i obrazovanie v usloviyakh innovatsionnogo razvitiya [Psychology, pedagogy and education in conditions of innovative development]: collection of scientific works. Smolensk. 2017. Pp. 4–13.

3. Diyakov S.I. Semanticheskaya reprezentatsiya destruktivnogo opyta v sisteme psikhicheskoi samoorganizatsii lichnosti [Semantic Representation of Destructive Experience in the System of Mental Self-Organization of Personality]. Clinical Psychology and Special Education [Klinicheskaia i spetsial’naia psikhologiia]. 2019: 8(4): 123– 137. DOI: 10.17759/psyclin.2019080408. (In Russ.)

4. Evdokimov V.I., Nazyrov R.K., Pluzhnik M.S., Klimshin D.A., Korovicin V.V. Struktura nauchnykh issledovanii v zarubezhnykh stat’yakh po psikhoterapii (2012–2021) [Mapping the structure of research in international papers on psychotherapy (2012–2021)]. Vestnik psikhoterapii [Bulletin of Psychotherapy]. 2023; (86):5–32. DOI: 10.25016/2782-652X-2023-0-86-05-32.

5. Zhmurin I.E., Korneichik I.V. Kachestvennoe tematicheskoe issledovanie dinamiki urovnya trevozhnosti patsienta v otnosheniyakh s rodnymi i blizkimi: analiz edinichnogo sluchaya psikhoanaliticheskogo konsul’tirovaniya [Qualitative case study of the dynamics of the patient’s anxiety level in relations with relatives and friends: an analys is of a single case of psychoanalytic counseling]. Nauchnyi rezul’tat. Pedagogika i psikhologiya obrazovaniya [Research Result. Pedagogy and Psychology of Education]. 2022; 8(4):127–146. DOI: 10.18413/2313-8971-2022- 8-4-0-10. (In Russ.)

6. Zaboleeva-Zotova A.V., Orlova Yu.A., Bobkov A.S. Avtomatizatsiya nachal’nykh etapov proektirovaniya programmnogo obespecheniya [Automation of the initial stages of software design]. Otkrytye semanticheskie tekhnologii proektirovaniya intellektual’nykh system [Open Semantic Technology for Intelligent Systems]. 2011; (1):177–180. (In Russ.)

7. Lyubova S.G. Trekhurovnevoe semanticheskoe opisaniya kak metod issledovaniya emotsional’noi leksiki [Threelevel semantic descriptions as a method for studying emotional vocabulary]. Antropotsentricheskie nauki v obrazovanii [Anthropocentric sciences in education]: monograph. Voronezh. 2019. Pp. 163–169. (In Russ.)

8. Usatenko O.N. Strukturno-semanticheskii analiz diagnostiko-korrektsionnogo dialoga kak raznovidnost’ supervizii [Structural and semantic analysis of diagnostic and correctional dialogue as a type of supervision]. The Caucasus. Economic and Social Analysis Journal of Southern Caucasus. 2014; 5(6):48–53. (In Russ.)

9. Yatsino S.L. Sravnenie tipov iskusstvennykh neironnykh setei dlya semanticheskogo analiza teksta Comparison of types of artificial neural networks for semantic text analysis]. Nauchnoe soobshchestvo studentov XXI stoletiya. Tekhnicheskie nauki [Scientific community of students of the XXI century. Technical science]: Research Conference Proceedings. Novosibirsk. 2018; 5:239–243. (In Russ.)

10. 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.

11. 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.

12. 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.

13. 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.

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.


Review

For citations:


Evdokimov V.I., Nazyrov R.K., Pluzhnik M.S., Klimshin D.A., Korovicin V.V. Semantic analysis of keywords in foreign articles on psychotherapy (2012–2021). Bulletin of psychotherapy. 2023;(87):5-19. (In Russ.) https://doi.org/10.25016/2782-652X-2023-0-87-05-19

Views: 11


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 0132-182X (Print)
ISSN 2782-652X (Online)