Review of Perfectionism Research From 1990 to 2019 Utilizing a Text-Mining Approach

IF 3.6 2区心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY

Review of General Psychology Pub Date : 2021-09-01 DOI:10.1177/10892680211018827

Hanna Suh, Seoyoung Kim, Dong-gwi Lee

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Abstract

Perfectionism is a personality characteristic that has been explored for its implications in mental health; reviews and meta-analyses were conducted to synthesize research findings. This study systemically synthesizes the perfectionism literature using a text-mining approach. Co-word analysis and Dirichlet Multinomial Regression topic modeling were performed on a total of 1,529 perfectionism abstracts published from 1990 to 2019. Analysis revealed that perfectionism research is closely connected with “disorder,” with “symptom” being the most frequently addressed issue. Topic-modeling results found a total of 15 topics represented perfectionism research of the past three decades. Most articles were published in psychology journals, with social and clinical psychology subdisciplines publishing perfectionism articles most frequently. There were overlaps in research topics by journal subdisciplines, while differences were also observed. This study provides a panoramic view of perfectionism literature and highlights frequently and infrequently explored areas that could be considered in future research endeavors.

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1990 - 2019年基于文本挖掘方法的完美主义研究综述

完美主义是一种人格特征，其在心理健康方面的影响已被探索；对研究结果进行了综述和荟萃分析。本研究采用文本挖掘的方法对完美主义文献进行了系统的综合。对1990年至2019年发表的1529篇完美主义摘要进行了共词分析和Dirichlet多项式回归主题建模。分析显示，完美主义研究与“障碍”密切相关，“症状”是最常被提及的问题。主题建模结果发现，在过去三十年中，共有15个主题代表了完美主义研究。大多数文章发表在心理学期刊上，社会和临床心理学分支学科发表完美主义文章的频率最高。期刊子学科的研究主题存在重叠，但也存在差异。这项研究提供了完美主义文献的全景，并强调了在未来的研究工作中可以考虑的经常和不经常探索的领域。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Review of General Psychology PSYCHOLOGY, MULTIDISCIPLINARY-

CiteScore

7.60

自引率

4.80%

发文量

期刊介绍： Review of General Psychology seeks to publish innovative theoretical, conceptual, or methodological articles that cross-cut the traditional subdisciplines of psychology. The journal contains articles that advance theory, evaluate and integrate research literatures, provide a new historical analysis, or discuss new methodological developments in psychology as a whole. Review of General Psychology is especially interested in articles that bridge gaps between subdisciplines in psychology as well as related fields or that focus on topics that transcend traditional subdisciplinary boundaries.