A word-count approach to analyze linguistic patterns in the reflective writings of medical students

Background: Teaching reflection and administering reflective writing assignments to students are widely practiced and discussed in medical education and health professional education. However, little is known about how medical students use language to construct their narratives. Exploring students’...

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Main Authors: Chi-Wei Lin, Meei-Ju Lin, Chin-Chen Wen, Shao-Yin Chu
Format: Article
Language:English
Published: Taylor & Francis Group 2016-02-01
Series:Medical Education Online
Subjects:
Online Access:http://med-ed-online.net/index.php/meo/article/view/29522/pdf_123
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spelling doaj-2c574aca298e4f3cbb49c84c0cb2dae52020-11-25T01:44:42ZengTaylor & Francis GroupMedical Education Online1087-29812016-02-012101710.3402/meo.v21.2952229522A word-count approach to analyze linguistic patterns in the reflective writings of medical studentsChi-Wei Lin0Meei-Ju Lin1Chin-Chen Wen2Shao-Yin Chu3 Department of Counseling & Clinical Psychology, Dong Hwa University, Taiwan Department of Counseling & Clinical Psychology, Dong Hwa University, Taiwan Department of Human Development, Tzu Chi University, Taiwan Department of Pediatrics, Buddhist Tzu Chi General Hospital, TaiwanBackground: Teaching reflection and administering reflective writing assignments to students are widely practiced and discussed in medical education and health professional education. However, little is known about how medical students use language to construct their narratives. Exploring students’ linguistic patterns in their reflective writings can facilitate understanding the scope and facets of their reflections and their representational or communication approaches to share their experiences. Moreover, research findings regarding gender differences in language use are inconsistent. Therefore, we attempted to examine how females and males differ in their use of words in reflective writing within our research circumstance to detect the unique and gender-specific approaches to learning and their applications. Methods: We analyzed the linguistic profiles of psychological process categories in the reflective writings of medical students and examined the difference in word usage between male and female medical students. During the first year of a clinical rotation, 60 fifth-year medical students wrote reflective narratives regarding pediatric patients and the psychosocial challenges faced by the patients and their family members. The narratives were analyzed using the Chinese version of Linguistic Inquiry and Word Count (CLIWC), a text analysis software program. Multivariate procedures were applied for statistical analysis. Results: Cognitive words were most pervasive, averaging 22.16%, whereas perceptual words (2.86%) were least pervasive. Female students used more words related to positive emotions and sadness than did male students. The male students exceeded the female students only in the space category. The major limitation of this study is that CLIWC cannot directly acquire contextual text meanings; therefore, depending on the research topic, further qualitative study of the given texts might be necessary. Conclusions: To enhance students’ empathy toward the psychosocial issues faced by patients and their family members, students should be encouraged to explore the domain of psychological processes by identifying and expressing their affective and perceptual experiences. Researchers in future studies should use outcome measures such as self-awareness or empathy to determine the overall effectiveness of reflective writing and how changes in linguistic patterns affect such outcomes.http://med-ed-online.net/index.php/meo/article/view/29522/pdf_123linguistic patternreflective writingmedical educationhealth professions education
collection DOAJ
language English
format Article
sources DOAJ
author Chi-Wei Lin
Meei-Ju Lin
Chin-Chen Wen
Shao-Yin Chu
spellingShingle Chi-Wei Lin
Meei-Ju Lin
Chin-Chen Wen
Shao-Yin Chu
A word-count approach to analyze linguistic patterns in the reflective writings of medical students
Medical Education Online
linguistic pattern
reflective writing
medical education
health professions education
author_facet Chi-Wei Lin
Meei-Ju Lin
Chin-Chen Wen
Shao-Yin Chu
author_sort Chi-Wei Lin
title A word-count approach to analyze linguistic patterns in the reflective writings of medical students
title_short A word-count approach to analyze linguistic patterns in the reflective writings of medical students
title_full A word-count approach to analyze linguistic patterns in the reflective writings of medical students
title_fullStr A word-count approach to analyze linguistic patterns in the reflective writings of medical students
title_full_unstemmed A word-count approach to analyze linguistic patterns in the reflective writings of medical students
title_sort word-count approach to analyze linguistic patterns in the reflective writings of medical students
publisher Taylor & Francis Group
series Medical Education Online
issn 1087-2981
publishDate 2016-02-01
description Background: Teaching reflection and administering reflective writing assignments to students are widely practiced and discussed in medical education and health professional education. However, little is known about how medical students use language to construct their narratives. Exploring students’ linguistic patterns in their reflective writings can facilitate understanding the scope and facets of their reflections and their representational or communication approaches to share their experiences. Moreover, research findings regarding gender differences in language use are inconsistent. Therefore, we attempted to examine how females and males differ in their use of words in reflective writing within our research circumstance to detect the unique and gender-specific approaches to learning and their applications. Methods: We analyzed the linguistic profiles of psychological process categories in the reflective writings of medical students and examined the difference in word usage between male and female medical students. During the first year of a clinical rotation, 60 fifth-year medical students wrote reflective narratives regarding pediatric patients and the psychosocial challenges faced by the patients and their family members. The narratives were analyzed using the Chinese version of Linguistic Inquiry and Word Count (CLIWC), a text analysis software program. Multivariate procedures were applied for statistical analysis. Results: Cognitive words were most pervasive, averaging 22.16%, whereas perceptual words (2.86%) were least pervasive. Female students used more words related to positive emotions and sadness than did male students. The male students exceeded the female students only in the space category. The major limitation of this study is that CLIWC cannot directly acquire contextual text meanings; therefore, depending on the research topic, further qualitative study of the given texts might be necessary. Conclusions: To enhance students’ empathy toward the psychosocial issues faced by patients and their family members, students should be encouraged to explore the domain of psychological processes by identifying and expressing their affective and perceptual experiences. Researchers in future studies should use outcome measures such as self-awareness or empathy to determine the overall effectiveness of reflective writing and how changes in linguistic patterns affect such outcomes.
topic linguistic pattern
reflective writing
medical education
health professions education
url http://med-ed-online.net/index.php/meo/article/view/29522/pdf_123
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