# Lyle Ungar

**Type:** Researchers  
**Canonical URL:** https://scholariq.org/researchers/lyle-ungar/

## Facts

| Field | Value |
| --- | --- |
| Citations | 30,907 |
| Field | Mental Health via Writing |
| h-index | 89 |
| i10-index | 326 |
| Last Known Institution | University of the Sciences |
| OpenAlex ID | https://openalex.org/A5044944954 |
| ORCID iD | https://orcid.org/0000-0003-2047-1443 |
| Works | 655 |

## Researcher papers

- [Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach](https://scholariq.org/papers/personality-gender-and-age-in-the-language-of-social-media-the-open-vocabulary/)
- [Automatic personality assessment through social media language.](https://scholariq.org/papers/automatic-personality-assessment-through-social-media-language/)
- [Detecting depression and mental illness on social media: an integrative review](https://scholariq.org/papers/detecting-depression-and-mental-illness-on-social-media-an-integrative-review/)
- [Facebook language predicts depression in medical records](https://scholariq.org/papers/facebook-language-predicts-depression-in-medical-records/)
- [Psychological Language on Twitter Predicts County-Level Heart Disease Mortality](https://scholariq.org/papers/psychological-language-on-twitter-predicts-county-level-heart-disease-mortality/)
- [Large language models could change the future of behavioral healthcare: a proposal for responsible development and evaluation](https://scholariq.org/papers/large-language-models-could-change-the-future-of-behavioral-healthcare-a/)
- [Megastudies improve the impact of applied behavioural science](https://scholariq.org/papers/megastudies-improve-the-impact-of-applied-behavioural-science/)
- [Towards Assessing Changes in Degree of Depression through Facebook](https://scholariq.org/papers/towards-assessing-changes-in-degree-of-depression-through-facebook/)
- [Identifying and Cultivating Superforecasters as a Method of Improving Probabilistic Predictions](https://scholariq.org/papers/identifying-and-cultivating-superforecasters-as-a-method-of-improving/)
- [Developing Age and Gender Predictive Lexica over Social Media](https://scholariq.org/papers/developing-age-and-gender-predictive-lexica-over-social-media/)

## Researcher topics

- [Mental Health via Writing](https://scholariq.org/topics/mental-health-via-writing/)
- [Topic Modeling](https://scholariq.org/topics/topic-modeling-2/)
- [Natural Language Processing Techniques](https://scholariq.org/topics/natural-language-processing-techniques/)
- [Sentiment Analysis and Opinion Mining](https://scholariq.org/topics/sentiment-analysis-and-opinion-mining/)
- [Mental Health Research Topics](https://scholariq.org/topics/mental-health-research-topics/)

## Researcher university

- [University of the Sciences](https://scholariq.org/institutions/university-of-the-sciences/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.