Yes, You Can Predict Loan Default from Loan Application Text
Analyzing text from online loan requests improves predictions of loan default by providing a more nuanced view of borrower risk.
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Research Library
Browse recent Receptiviti and LIWC based research from our research community
How Speaking vs. Writing to Chatbots Affects Consumer Choices and Satisfaction
Learn how voice vs. text interactions with chatbots can shape consumer choices and impact brand appeal.
Predicting Long-Covid Risk: How Social Media Analysis Can Identify Vulnerable Individuals
Study finds Long Covid risk can be predicted by analyzing pre-pandemic social media, and identifies health-focus and less complex language.
Measuring Workforce Culture Change During Mergers and Acquisitions Using Psycholinguistics
When companies merge, they not only combine their operations but also bring together their distinct cultures. This can lead to outcomes...
Research: Language-Based Markers for Assessment of Anxiety Disorders
For mental health practitioners, relying solely on a patient’s self-reported anxiety assessment can be problematic due to potential...
The Deception Spiral: Corporate Obfuscation Leads to Perceptions of Immorality and Cheating Behavior
In four studies, researchers evaluated how corporate misconduct relates to language patterns, perceptions of immorality, and unethical...
3-Year Study of Healthcare Worker Mental Wellbeing and Burnout
In November 2019, the world first began hearing whispers of a new highly transmissible virus, but few realized the degree to which it...
Founder Personality: Predicting Seed Fundraising and the Likelihood of Exit Success
Forecasting the probability of success of an early-stage startup is challenging, in part, due to the scarcity of performance metrics at...
The Psychological Impacts of the COVID-19 Pandemic on Business Leadership
The COVID-19 pandemic had a profound impact on business leadership, specifically on chief executive officers (CEOs). To document the...
How the Pandemic Changed Leaders' Psychology
It’s no secret that the COVID-19 pandemic took a toll on workforce mental health and well-being, with employees around the world...
First Impressions: Authenticity Makes the Difference Between Success and Failure
Within the first few seconds of meeting someone new, we instinctively begin making judgments about them, and these judgments tend to...
Call Center Cheat Code: How Concrete Language Improves Customer Satisfaction
Think back to your most recent encounter with a customer service representative. Did the experience leave you feeling frustrated and...
Revolutionizing Psychotherapy: Leveraging AI to Assess Patient-Clinician Relationships
The study aims to identify linguistic markers that indicate the therapeutic alliance between a patient and clinician in psychotherapy...
Language Predicts Success in Noom Weight Loss Programs
The road to weight loss can be a challenging one, with many individuals struggling to stick to their goals and stay committed to their...
Hyper-Personalizing Online Shopping Recommendations With Personality Analysis
Online recommendation systems use algorithms to help customers find their preferred items based on a customer's profile -- a composite of...
Language left behind on social media exposes the emotional and cognitive costs of a romantic breakup
The researchers in this study tracked people’s social, cognitive, and emotional lives as they dealt with the breakup of a close intimate...
Leveraging artificial intelligence for resident recruitment
The researchers of this study aimed to evaluate candidates for competitive medical residencies beyond their academic performance scores....
Identifying Potentially Fraudulent Utterances in Earnings Calls
This study explores the potential of automated linguistic and vocalic analysis tools to identify potentially fraudulent utterances in...
CEO Language As a Predictor of Company Performance: A Language-Based Study
The language used by Chief Executive Officers (CEOs) in quarterly conference calls can reveal insights about their effectiveness as...
Detecting Cognitive Distortions Due to Errors in Reasoning using NLP in CBT
Researchers are exploring the potential of Natural Language Processing (NLP) and Machine Learning (ML) algorithms to make Cognitive...
COVID-19's Impact on Mental Health: Insights from Reddit
In this study, the authors analyzed the Reddit Mental Health Dataset to understand the impact of the COVID-19 pandemic on mental health....
Detecting Fraud in Earnings Calls: A Linguistic Analysis
Have you ever wondered if linguistic analysis could detect fraudulent remarks made by corporate executives during quarterly conference...
Linguistic Indicators of Schizophrenia: A Reddit Analysis
Schizophrenia, a chronic mental disorder affecting thoughts and behaviors, is a challenging condition to identify due to its low...
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