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Messaging And Information In Mental Health Sciencedirect

Leo Migdal
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messaging and information in mental health sciencedirect

Background: Mental health organizations have the vital and difficult task of shaping public discourse and providing important information. Social media platforms such as X (formerly known as Twitter) serve as such communication channels, and analyzing organizational health information offers valuable insights into their guidance and linguistic patterns, which can enhance communication strategies... The findings inform strategies to enhance public engagement, trust, and the effectiveness of mental health messaging. Objective: This study examines the predominant themes and linguistic characteristics of messages from mental health organizations, focusing on how these messages' structure information, engage audiences, and contribute to public information and discourse on mental... Methods: A computational content analysis was conducted to identify thematic clusters within messages from 17 unique mental health organizations, totaling 326,967 tweets and approximately 7.2 million words. In addition, Linguistic Inquiry and Word Count (LIWC) was used to analyze affective, social, and cognitive processes in messages with positive versus negative sentiment.

Differences in sentiment were assessed using a Mann-Whitney U test. Results: The analysis revealed that organizations predominantly emphasize themes related to community, well-being, and workplace mental health. Sentiment analysis indicated significant differences in affect (P<.001), social processes (P<.001), and cognitive processing (P<.001) between positive and negative messages, with effect sizes that were small to medium. Notably, while messages frequently conveyed positive sentiment and social engagement, there was a lower emphasis on cognitive processing, suggesting that more complex discussions about mental health challenges may be underrepresented. Conclusions: Organizations use social media to promote engagement and support, often through positively valanced messages. Yet the limited emphasis on cognitive processing may indicate a gap in how organizations address more nuanced or complex mental health issues.

Findings demonstrate the need for communication strategies that balance information with depth and clarity, ensuring that messages are trustworthy, actionable, and responsive to multiple mental health needs. By refining digital messaging strategies, organizations can enhance the effectiveness of health communication and improve engagement with mental health resources. 1College of Communication and Information Sciences, University of Alabama, 901 University Ln, Tuscaloosa, AL, United States 2Department of Journalism & Creative Media, University of Alabama, Tuscaloosa, AL, United States 3Kern Center for the Science of Health Care Delivery, Mayo Clinic, Rochester, MN, United States Background: Mental health organizations have the vital and difficult task of shaping public discourse and providing important information.

Social media platforms such as X (formerly known as Twitter) serve as such communication channels, and analyzing organizational health information offers valuable insights into their guidance and linguistic patterns, which can enhance communication strategies... The findings inform strategies to enhance public engagement, trust, and the effectiveness of mental health messaging. Objective: This study examines the predominant themes and linguistic characteristics of messages from mental health organizations, focusing on how these messages’ structure information, engage audiences, and contribute to public information and discourse on mental...

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Background: Mental Health Organizations Have The Vital And Difficult Task

Background: Mental health organizations have the vital and difficult task of shaping public discourse and providing important information. Social media platforms such as X (formerly known as Twitter) serve as such communication channels, and analyzing organizational health information offers valuable insights into their guidance and linguistic patterns, which can enhance communication strategies.....

Differences In Sentiment Were Assessed Using A Mann-Whitney U Test.

Differences in sentiment were assessed using a Mann-Whitney U test. Results: The analysis revealed that organizations predominantly emphasize themes related to community, well-being, and workplace mental health. Sentiment analysis indicated significant differences in affect (P<.001), social processes (P<.001), and cognitive processing (P<.001) between positive and negative messages, with effect si...

Findings Demonstrate The Need For Communication Strategies That Balance Information

Findings demonstrate the need for communication strategies that balance information with depth and clarity, ensuring that messages are trustworthy, actionable, and responsive to multiple mental health needs. By refining digital messaging strategies, organizations can enhance the effectiveness of health communication and improve engagement with mental health resources. 1College of Communication and...

Social Media Platforms Such As X (formerly Known As Twitter)

Social media platforms such as X (formerly known as Twitter) serve as such communication channels, and analyzing organizational health information offers valuable insights into their guidance and linguistic patterns, which can enhance communication strategies... The findings inform strategies to enhance public engagement, trust, and the effectiveness of mental health messaging. Objective: This stu...