{"id":217032,"date":"2026-05-04T11:41:32","date_gmt":"2026-05-04T15:41:32","guid":{"rendered":"https:\/\/www.hajim.rochester.edu\/senior-design-day\/?p=217032"},"modified":"2026-05-05T10:10:00","modified_gmt":"2026-05-05T14:10:00","slug":"urmc-ctsi","status":"publish","type":"post","link":"https:\/\/www.hajim.rochester.edu\/senior-design-day\/urmc-ctsi\/","title":{"rendered":"URMC-CTSI"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\">Leveraging LLMs to Identify Engaging Positive Mental Health Messages on Social Media\u00a0<br><\/h2>\n\n\n\n<h2 class=\"wp-block-heading has-cyan-bluish-gray-background-color has-background\">Introduction<\/h2>\n\n\n\n<p><strong>Public health need<\/strong><\/p>\n\n\n\n<p>60 million U.S. adults experience mental illness annually<\/p>\n\n\n\n<p>1 in 5 youth experience major depression; &gt;50% untreated<\/p>\n\n\n\n<p>Millions report suicidal ideation<\/p>\n\n\n\n<p><strong>Gap<\/strong><\/p>\n\n\n\n<p>Most research focuses on detection<\/p>\n\n\n\n<p>Less focus on&nbsp;<strong>what makes content engaging<\/strong><\/p>\n\n\n\n<h2 class=\"wp-block-heading has-cyan-bluish-gray-background-color has-background\">Objectives and Significance <\/h2>\n\n\n\n<p>Understand the content of social media posts related to mental health resilience then <strong>identify which mental health messages drive engagement and <em>why.<\/em><\/strong><\/p>\n\n\n\n<p>Provide valuable guidance for designing effective health communication messages to improve resilience<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-cyan-bluish-gray-background-color has-background\">Dataset<\/h2>\n\n\n\n<p><strong>Source<\/strong>: Twitter\/X (public posts)<\/p>\n\n\n\n<p><strong>Content<\/strong>: English-language tweets related to mental health resilience<\/p>\n\n\n\n<p><strong>Location: <\/strong>United States\u2013based users<\/p>\n\n\n\n<p><strong>Timeframe<\/strong>: September 1, 2024 \u2013 December 1, 2025<\/p>\n\n\n\n<p><strong>Dataset size: <\/strong>~100,000 tweets<\/p>\n\n\n\n<p><strong>Inclusion focus<\/strong>: resilience-related keywords, themes, and discourse<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-cyan-bluish-gray-background-color has-background\">Methodology &amp; Data Pipeline<\/h2>\n\n\n\n<p><strong>Data:<\/strong>&nbsp;~100k tweets \u2192 ~14.6k relevant (filtered)<\/p>\n\n\n\n<p><strong>Manual annotation:<\/strong><\/p>\n\n\n\n<p>500 tweets labeled for&nbsp;relevance + sentiment&nbsp;(double-coded)<\/p>\n\n\n\n<p>Cohen\u2019s \u03ba&nbsp;used to ensure inter-rater reliability<\/p>\n\n\n\n<p><strong>Feature labeling:<\/strong><\/p>\n\n\n\n<p>250 relevant tweets annotated for content features<\/p>\n\n\n\n<p>Guidelines refined iteratively; reliability re-evaluated<\/p>\n\n\n\n<p><strong>LLM classification:<\/strong><\/p>\n\n\n\n<p>Annotation rules converted into&nbsp;structured GPT prompts<\/p>\n\n\n\n<p>Model validated on labeled data (F1 \u2265 0.70)<\/p>\n\n\n\n<p><strong>Scaling:<\/strong><\/p>\n\n\n\n<p>Applied LLM classification to ~14k tweets<\/p>\n\n\n\n<p><strong>Analysis pipeline:<\/strong><\/p>\n\n\n\n<p><strong>BERTopic<\/strong>&nbsp;\u2192 theme discovery<\/p>\n\n\n\n<p><strong>Negative Binomial regression<\/strong>&nbsp;\u2192 engagement modeling<\/p>\n\n\n\n<h2 class=\"wp-block-heading has-cyan-bluish-gray-background-color has-background\">LLM Prompting<\/h2>\n\n\n\n<p>Used GPT prompting (zero-\/few-shot) to classify content features<\/p>\n\n\n\n<p>Model performance validated on labeled data<\/p>\n\n\n\n<p>F1 \u2265 0.70 across all features<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"807\" height=\"459\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/03\/f1_table.png\" alt=\"\" class=\"wp-image-240352\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/03\/f1_table.png 807w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/03\/f1_table-300x171.png 300w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/03\/f1_table-768x437.png 768w\" sizes=\"auto, (max-width: 807px) 100vw, 807px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-cyan-bluish-gray-background-color has-background\">Results: Topic Modeling<\/h2>\n\n\n\n<p>BERTopic applied to ~14.6k relevant tweets to identify dominant themes across sentiment subsets<\/p>\n\n\n\n<p>All tweets are highly concentrated<\/p>\n\n\n\n<p>~99% in Support &amp; Awareness<\/p>\n\n\n\n<p>Positive tweets are more diverse<\/p>\n\n\n\n<p>Mindfulness (37%), Recovery (33%), Support (29%)<\/p>\n\n\n\n<p>Neutral tweets emphasize different content Support (42%), Stress (34%), Teletherapy (25%)<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"709\" height=\"397\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/03\/topic_modeling.png\" alt=\"\" class=\"wp-image-240372\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/03\/topic_modeling.png 709w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/03\/topic_modeling-300x168.png 300w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/03\/topic_modeling-340x191.png 340w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/03\/topic_modeling-660x371.png 660w\" sizes=\"auto, (max-width: 709px) 100vw, 709px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-cyan-bluish-gray-background-color has-background\">Results: Regression<\/h2>\n\n\n\n<p>Modeled engagement (likes) using a Negative Binomial regression<\/p>\n\n\n\n<p>Inputs included:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Content features (storytelling, first-person, CTA, etc.)<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Topic categories (BERTopic outputs) Structural features (length, emojis, links)<\/li>\n<\/ul>\n\n\n\n<p>N = 13,807; Negative Binomial regression (likes)<\/p>\n\n\n\n<p>Pseudo R\u00b2 \u2248 0.04&nbsp;\u2192 modest explanatory power (expected for social media data)<\/p>\n\n\n\n<p>*Note that Model1 is our regression for tweets with a <strong>POSITIVE<\/strong> sentiment only<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"826\" height=\"583\" src=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/05\/pearson_residuals_pos.png\" alt=\"\" class=\"wp-image-246632\" srcset=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/05\/pearson_residuals_pos.png 826w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/05\/pearson_residuals_pos-300x212.png 300w, https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/05\/pearson_residuals_pos-768x542.png 768w\" sizes=\"auto, (max-width: 826px) 100vw, 826px\" \/><\/figure>\n\n\n\n<p><strong>Key Results<\/strong><\/p>\n\n\n\n<p>First-person language and storytelling \u2192 higher engagement<\/p>\n\n\n\n<p>Call-to-action (CTA) \u2192 positive effect on likes<\/p>\n\n\n\n<p>Topic effects:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Recovery &amp; mindfulness content tends to perform better than generic awareness<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Structural features \u2192 weaker, inconsistent effects<\/li>\n<\/ul>\n\n\n\n<p>Interpretation<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Engagement is driven more by&nbsp;how content is written&nbsp;than just the topic<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Narrative + personal framing makes content more relatable and engaging<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Informational or generic posts less likely to drive interaction<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading has-cyan-bluish-gray-background-color has-background\">Conclusion<\/h2>\n\n\n\n<p>Mental health discourse on social media is not uniform\u2014it spans awareness, recovery, self-care, and service access. While overall conversation is dominated by general support language, engagement is driven more by&nbsp;<em>how<\/em>&nbsp;content is written than by topic alone. Posts that use personal, narrative-driven language and include clear calls to action tend to generate higher interaction. These findings suggest that effective mental health communication should prioritize relatability, storytelling, and actionable messaging.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Leveraging LLMs to Identify Engaging Positive Mental Health Messages on Social Media\u00a0 Introduction Public health need 60 million U.S. adults experience mental illness annually 1 in 5 youth experience major&hellip;<\/p>\n","protected":false},"author":20982,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_coblocks_attr":"","_coblocks_dimensions":"","_coblocks_responsive_height":"","_coblocks_accordion_ie_support":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[4452,4512],"tags":[],"coauthors":[26002,26012,25902,26022,26032],"class_list":["post-217032","post","type-post","status-publish","format-standard","hentry","category-current-year","category-dsc"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>URMC-CTSI - Senior Design Day<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/urmc-ctsi\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"URMC-CTSI - Senior Design Day\" \/>\n<meta property=\"og:description\" content=\"Leveraging LLMs to Identify Engaging Positive Mental Health Messages on Social Media\u00a0 Introduction Public health need 60 million U.S. adults experience mental illness annually 1 in 5 youth experience major&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/urmc-ctsi\/\" \/>\n<meta property=\"og:site_name\" content=\"Senior Design Day\" \/>\n<meta property=\"article:published_time\" content=\"2026-05-04T15:41:32+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-05T14:10:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.hajim.rochester.edu\/senior-design-day\/wp-content\/uploads\/2026\/03\/f1_table.png\" \/>\n\t<meta property=\"og:image:width\" content=\"807\" \/>\n\t<meta property=\"og:image:height\" content=\"459\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Omer Aktas, Rusha Bhat, Josh Feld, Zixin Gu, Sana Singh\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Omer Aktas, Rusha Bhat, Josh Feld, Zixin Gu, Sana Singh\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.hajim.rochester.edu\\\/senior-design-day\\\/urmc-ctsi\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.hajim.rochester.edu\\\/senior-design-day\\\/urmc-ctsi\\\/\"},\"author\":{\"name\":\"Omer Aktas\",\"@id\":\"https:\\\/\\\/www.hajim.rochester.edu\\\/senior-design-day\\\/#\\\/schema\\\/person\\\/364b5ce9a624b8c81d199cc0efda70e4\"},\"headline\":\"URMC-CTSI\",\"datePublished\":\"2026-05-04T15:41:32+00:00\",\"dateModified\":\"2026-05-05T14:10:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.hajim.rochester.edu\\\/senior-design-day\\\/urmc-ctsi\\\/\"},\"wordCount\":454,\"image\":{\"@id\":\"https:\\\/\\\/www.hajim.rochester.edu\\\/senior-design-day\\\/urmc-ctsi\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.hajim.rochester.edu\\\/senior-design-day\\\/wp-content\\\/uploads\\\/2026\\\/03\\\/f1_table.png\",\"articleSection\":[\"1. 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