Image 1_The relationship between social emotions and intuitive eating behaviors: an exploration based on text analysis.pdf
Introduction<p>The present study provides novel insights into the psychological mechanisms linking social emotions and eating behaviors by integrating large-scale social media analysis with individual-level assessments.</p>Methods<p>Two complementary approaches were employed: Study...
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| _version_ | 1849927621845975040 |
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| author | Jing Wu (54032) |
| author2 | Ranran Wang (476935) Sihang Zhu (22688021) Tour Liu (6810437) |
| author2_role | author author author |
| author_facet | Jing Wu (54032) Ranran Wang (476935) Sihang Zhu (22688021) Tour Liu (6810437) |
| author_role | author |
| dc.creator.none.fl_str_mv | Jing Wu (54032) Ranran Wang (476935) Sihang Zhu (22688021) Tour Liu (6810437) |
| dc.date.none.fl_str_mv | 2025-11-26T08:32:54Z |
| dc.identifier.none.fl_str_mv | 10.3389/fpsyt.2025.1701751.s001 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/figure/Image_1_The_relationship_between_social_emotions_and_intuitive_eating_behaviors_an_exploration_based_on_text_analysis_pdf/30719462 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Psychiatry (incl. Psychotherapy) social media emotional expression eating behaviors text mining semantic network LASSO regression |
| dc.title.none.fl_str_mv | Image 1_The relationship between social emotions and intuitive eating behaviors: an exploration based on text analysis.pdf |
| dc.type.none.fl_str_mv | Image Figure info:eu-repo/semantics/publishedVersion image |
| description | Introduction<p>The present study provides novel insights into the psychological mechanisms linking social emotions and eating behaviors by integrating large-scale social media analysis with individual-level assessments.</p>Methods<p>Two complementary approaches were employed: Study 1 analyzed 1,902 Weibo posts containing “diet” and “social” keywords through latent Dirichlet allocation topic modeling and semantic network analysis to identify thematic structures and interactional patterns; Study 2 surveyed 1,199 participants (aged 18–33) using the Intuitive Eating Scale and self-reported social situation texts, applying Linguistic Inquiry and Word Count (LIWC) and LASSO regression to identify language features of intuitive eating.</p>Results<p>Study 1 revealed six psychological themes and a semantic framework connecting social–dietary interactions, health discourse, emotional states, and body image concerns, while Study 2 demonstrated that negatively valenced words (e.g., sensitive, tiring) were associated with lower intuitive eating, whereas positively valenced words (e.g., relaxed, positive) were associated with healthier eating patterns; moreover, negative emotion scores in social texts showed significant correlations with poorer intuitive eating (p < 0.05).</p>Discussion/Conclusion<p>These findings illustrate associations between social emotional expression and eating behaviors, highlighting implications for emotion-sensitive interventions and the design of healthier online social environments.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_32b775fc021cd95179c93f07efae63fe |
| identifier_str_mv | 10.3389/fpsyt.2025.1701751.s001 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/30719462 |
| publishDate | 2025 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Image 1_The relationship between social emotions and intuitive eating behaviors: an exploration based on text analysis.pdfJing Wu (54032)Ranran Wang (476935)Sihang Zhu (22688021)Tour Liu (6810437)Psychiatry (incl. Psychotherapy)social mediaemotional expressioneating behaviorstext miningsemantic networkLASSO regressionIntroduction<p>The present study provides novel insights into the psychological mechanisms linking social emotions and eating behaviors by integrating large-scale social media analysis with individual-level assessments.</p>Methods<p>Two complementary approaches were employed: Study 1 analyzed 1,902 Weibo posts containing “diet” and “social” keywords through latent Dirichlet allocation topic modeling and semantic network analysis to identify thematic structures and interactional patterns; Study 2 surveyed 1,199 participants (aged 18–33) using the Intuitive Eating Scale and self-reported social situation texts, applying Linguistic Inquiry and Word Count (LIWC) and LASSO regression to identify language features of intuitive eating.</p>Results<p>Study 1 revealed six psychological themes and a semantic framework connecting social–dietary interactions, health discourse, emotional states, and body image concerns, while Study 2 demonstrated that negatively valenced words (e.g., sensitive, tiring) were associated with lower intuitive eating, whereas positively valenced words (e.g., relaxed, positive) were associated with healthier eating patterns; moreover, negative emotion scores in social texts showed significant correlations with poorer intuitive eating (p < 0.05).</p>Discussion/Conclusion<p>These findings illustrate associations between social emotional expression and eating behaviors, highlighting implications for emotion-sensitive interventions and the design of healthier online social environments.</p>2025-11-26T08:32:54ZImageFigureinfo:eu-repo/semantics/publishedVersionimage10.3389/fpsyt.2025.1701751.s001https://figshare.com/articles/figure/Image_1_The_relationship_between_social_emotions_and_intuitive_eating_behaviors_an_exploration_based_on_text_analysis_pdf/30719462CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/307194622025-11-26T08:32:54Z |
| spellingShingle | Image 1_The relationship between social emotions and intuitive eating behaviors: an exploration based on text analysis.pdf Jing Wu (54032) Psychiatry (incl. Psychotherapy) social media emotional expression eating behaviors text mining semantic network LASSO regression |
| status_str | publishedVersion |
| title | Image 1_The relationship between social emotions and intuitive eating behaviors: an exploration based on text analysis.pdf |
| title_full | Image 1_The relationship between social emotions and intuitive eating behaviors: an exploration based on text analysis.pdf |
| title_fullStr | Image 1_The relationship between social emotions and intuitive eating behaviors: an exploration based on text analysis.pdf |
| title_full_unstemmed | Image 1_The relationship between social emotions and intuitive eating behaviors: an exploration based on text analysis.pdf |
| title_short | Image 1_The relationship between social emotions and intuitive eating behaviors: an exploration based on text analysis.pdf |
| title_sort | Image 1_The relationship between social emotions and intuitive eating behaviors: an exploration based on text analysis.pdf |
| topic | Psychiatry (incl. Psychotherapy) social media emotional expression eating behaviors text mining semantic network LASSO regression |