Validated, research-based insights
Receptiviti's Mental Health Insights identify many of the language-based psychological indicators associated with mental health and distress-related concerns such as depression, stress, and social anxiety.
Our models have been constructed and extensively validated by panels of psychologists and have been cited in over 19,000 research studies, of which over 6,500 focus on understanding the linguistic fingerprints of mental health, coping, disease, recovery, and treatment delivery. Here is a small sample:
Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19
The authors uncovered patterns of how specific mental health problems manifest in language, identified at-risk users, revealed the distribution of concerns across Reddit, and demonstrated that textual analysis is sensitive to uncover mental health complaints as they appear in real time.
You Sound So Down: Capturing Depressed Affect Through Depressed Language
Does depressed affect have a voice? The ability to quantify and measure these subtle cues in text or speech samples could be an invaluable tool for psychologists in a range of disciplines.
Who Talks? The Social Psychology of Illness Support Groups
The experience of illness is a profoundly social one. Suffering elicits emotions and hence the desire to talk to others.
Linguistic Analysis of Schizophrenia in Reddit Posts
Linguistic abnormalities are a hallmark of Schizophrenia. In this paper we leverage the vast amount of data available from social media and use statistical and machine learning approaches to study Schizophrenia's linguistic characteristics
Supporting the Delivery of Online Mental Health Services
Receptiviti helps online mental health providers enhance their diagnostic capabilities, reduce patient attrition, and improve patient outcomes. Our therapy-oriented indicators can be used to measure the therapeutic alliance between provider and patient, monitor provider empathy, identify signals of comorbidities, and track treatment progression and success.
To demonstrate Receptiviti's mental health measurement capabilities, we're tracking the daily emotional and psychological health of thousands of doctors and nurses by analyzing their posts on Reddit.
Check out the Healthcare Worker's Wellness Index