Previously submitted to: JMIR Mental Health (no longer under consideration since Dec 27, 2021)
Date Submitted: Dec 27, 2021
Open Peer Review Period: Dec 27, 2021 - Dec 27, 2021
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Intellectual mapping of studies on obsessive-compulsive disorder (OCD): A machine learning study
ABSTRACT
Background:
Background:
This study examines the relationship between obsessive-compulsive disorder (OCD) and other medical conditions and their role in the development or treatment of this disorder
Objective:
A co-word analysis study examines the status and intellectual structure of obsessive-compulsive disorder. Furthermore, given the multiplicity of outputs obtained from this type of study, the results can be connected to various fields related to the disease, and other related diseases can be identified through visualization. Drawing the intellectual structure in emerging and declining fields, the level of development and maturity, thematic networks and determining the thematic relationship of OCD with other diseases, the role of genetic factors, the role of complementary medicine in the treatment of this disease, etc. are among some contributions of this research project
Methods:
Materials and
Methods:
The articles published from 1975 to 2021 were retrieved by searching the related keywords in multiple databases including PubMed, Scopus, Web of Science (WoS), and Embase according to their thematic coverage and scope. Finally, after removing repeated articles and standardization, a total of 1820 papers were analyzed using R and SciMAT software.
Results:
A total of 4191 keywords plus (ID) and 3242 author keywords (DE) were reported in the journals. Moreover, these articles were published by 7482 authors, of which 111 articles were written by single authors and the collaborative coefficient (CC) was 4.36. Neuropsychopharmacology International Clinical, Psychopharmacology, and Journal of Clinical Psychopharmacology are the most influential journals publishing OCD articles.
Conclusions:
Given the increasing prevalence of obsessive-compulsive disorders (OCDs), finding the most effective methods with the lowest prescribed dose of the drug and the most therapeutic effect is extremely important. To this end, the present study indicated that the prognosis of inherited OCD disorders, as well as the response to treatment, can be examined by analyzing the genetic sequence and finding polymorphism cases. Furthermore, complementary medicine as one of the scientific schools plays an important role in OCD diagnosis and adjuvant treatment using food and herbs and other treatment methods.
Citation
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