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分析不同在线心理咨询方法的用户评论主题和特点。

Analysis of topics and characteristics of user reviews on different online psychological counseling methods.

机构信息

School of Management, Shanghai University, Shanghai, 201800, China.

School of Management, Shanghai University, Shanghai, 201800, China.

出版信息

Int J Med Inform. 2021 Mar;147:104367. doi: 10.1016/j.ijmedinf.2020.104367. Epub 2020 Dec 16.

Abstract

BACKGROUND

Psychological support is available more widely supported by emerging technologies as an addition to face-to-face consultations, more and more people are accessing psychological support using online resources.

OBJECTIVE

This research provides insights into the perception of the key factors that affect the effectiveness of different online psychological counseling methods through the user reviews of four online psychological counseling modes and the tendency to choose the different counseling methods for users with different psychological problems.

METHODS

Using topic modeling analysis, Gooseeker content analysis, and the TextMind Chinese psychological analysis system, we analyzed 163,377 online reviews from 2,375 psychological consultants extracted from a leading online psychological consultation platform in China.

RESULTS

(1) Telephone counseling gains the most preferences among users. Text counseling has strong privacy protection. Video and face-to-face consultations are more authentic and comprehensive. (2) Parent-child education consultation users are more likely to choose face-to-face consultation, patients with common mental illnesses are more inclined to choose online counseling methods than offline consultation, career planning consultation clients prefer video consultation, and text counseling is more consistent with the periodical characteristics of relationship counseling.

CONCLUSION

The research examined user reviews and used content analysis to understand patients' views on the effectiveness of online counseling methods, which supplement the current research gap through innovation in research methods.

摘要

背景

随着新兴技术的发展,心理支持除了面对面咨询外,得到了更广泛的支持,越来越多的人开始使用在线资源寻求心理支持。

目的

本研究通过对四种在线心理咨询模式的用户评价以及不同心理问题用户对不同咨询方式的选择倾向,深入了解影响不同在线心理咨询方法效果的关键因素的感知。

方法

本研究使用主题建模分析、Gooseeker 内容分析和 TextMind 中文心理分析系统,对从中国领先的在线心理咨询平台上提取的 2375 名心理咨询师的 163377 条在线评论进行了分析。

结果

(1)电话咨询最受用户欢迎。文字咨询具有较强的隐私保护。视频和面对面咨询更真实、全面。(2)亲子教育咨询用户更倾向于选择面对面咨询,常见精神疾病患者比线下咨询更倾向于选择在线咨询方式,职业规划咨询客户更喜欢视频咨询,而文字咨询更符合关系咨询的周期性特点。

结论

本研究通过用户评论和内容分析来了解患者对在线咨询方法效果的看法,通过创新的研究方法补充了当前研究的空白。

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