Healthcare Workers Wellness Index
Receptiviti's Healthcare Workers Wellness Index measures the daily emotional and psychological health of doctors and nurses by continuously analyzing daily submissions and comments by thousands of self-identified doctors and nurses in their posts on Reddit. It evaluates key emotions and psychological variables that impact their wellbeing and their capacity to provide care.
The index focuses on levels of cognitive load (associated with strain, and mental energy utilized for coping), analytical thinking (capacity for complex problem solving and higher order executive functioning), anger, fear, anxiety, stress and empathy. All of these measures are available in the Receptiviti API.
Please direct inquiries about this study to firstname.lastname@example.org.
For more examples of mental health research that has been conducted using our science, click here.
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Supporting the Delivery of Online
Mental Health Services
Receptiviti works with a growing number of mental health services providers to uncover insights that enhance diagnostic capabilities, reduce attrition, and improve patient outcomes. Our models pull from over 19,000 validated research studies, many of which focus on understanding the linguistic fingerprints of mental health, coping, disease, recovery, and treatment delivery. Here's a small sample:
Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit During COVID-19
The aim of this study is to leverage natural language processing with the goal of characterizing changes in15 of the world’s largest mental health support groups found on Reddit
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
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