Research

Research Library

Our science is validated and has over 20,000 citations on Google Scholar.
The Receptiviti Language-Based Personality API is rooted in our science and makes it easy to integrate personality insights into your applications.

Browse recent Receptiviti- and LIWC-based research from our research community:

Leveraging artificial intelligence for resident recruitment

Depression, negative emotionality, and self-referential language

Language-based personality: A new approach to personality in a digital world

Natural language use as a marker of personality

Language-action cues in spontaneous computer-mediated deception

Finding Deceptive Opinion Spam by Any Stretch of the Imagination

Using Facial Features to Contextualize Linguistic Analysis in Multimodal Communcation

Identifying Linguistic Markers of More and Less Supportive Conversations

Head versus heart: social media reveals differential language of loneliness from depression

Language Style Matching (LSM) and Marital Satisfaction In Older Adults

Linguistic Synchrony: Indicator or Facilitator of Therapeutic Bond

A Textual Analysis of US Corporate Social Responsibility Reports

Authentic First Impressions Relate to Interpersonal, Social, and Entrepreneurial Success

Predicting Early Indicators of Dropout in Online Therapy for Problem Drinkers

Tracking group identity through natural language within groups

Text Classification Approach to Detect Psychological Stress

Lumen: A machine learning framework to expose influence cues in texts

Toward Causal Understanding of Therapist-Client Relationships: Language Modality+Social Entrainment

Language style matching and treatment outcome in anorexia nervosa

Tracking Mental Health Risks and Coping Strategies in Healthcare Workers’ Online Conversations

Research Library

Research

Leveraging artificial intelligence for resident recruitment

LIWC Research Series: Candidates for competitive medical residencies are largely assessed on their academic performance scores, which...

Research

Depression, negative emotionality, and self-referential language

LIWC Research Series: Studies have typically shown that those experiencing higher levels of depression tend to use more first-person...

Research

Language-based personality: A new approach to personality in a digital world

LIWC Research Series: Personality traits have been traditionally assessed using self-report surveys and questionnaires. However,...

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Natural language use as a marker of personality

LIWC Research Series: Research demonstrates how personality traits are reflected in the everyday natural language people use. This book...

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Language-action cues in spontaneous computer-mediated deception

LIWC Research Series: Context always matters in online deception. This study conceptualizes language-action cues as a dynamic and...

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Finding Deceptive Opinion Spam by Any Stretch of the Imagination

LIWC Research Series: Consumers increasingly rate, review and re- search products online (Jansen, 2010; Litvin et al., 2008)....

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Using Facial Features to Contextualize Linguistic Analysis in Multimodal Communcation

LIWC Research Series: This paper demonstrates that analyzing language patterns in light of their associated facial expressions elicits...

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Identifying Linguistic Markers of More and Less Supportive Conversations

LIWC Research Series: Although the functions of messages varying in verbal person centeredness (PC) are well-established, we know less...

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Head versus heart: social media reveals differential language of loneliness from depression

LIWC Research Series: We study the language differentially associated with loneliness and depression using 3.4-million Facebook posts...

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Language Style Matching (LSM) and Marital Satisfaction In Older Adults

LIWC Research Series: Research on marital communication has focused on nonverbal behaviors (e.g., affect), leaving specific word use...

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Linguistic Synchrony: Indicator or Facilitator of Therapeutic Bond

LIWC Research Series: Interpersonal synchrony is an adaptive and pro-social process that has been associated with social bonding,...

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A Textual Analysis of US Corporate Social Responsibility Reports

LIWC Research Series: We employ computer-based textual analysis to examine disclosure patterns for a sample of US corporate social...

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Authentic First Impressions Relate to Interpersonal, Social, and Entrepreneurial Success

LIWC Research Series: People make impressions of others using the limited information available such verbal cues or communication...

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Predicting Early Indicators of Dropout in Online Therapy for Problem Drinkers

LIWC Research Series: Mental disorders such as Alcohol Use Disorders (AUD), including alcohol abuse and dependence, are highly prevalent...

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Tracking group identity through natural language within groups

LIWC Research Series: To what degree can we determine people's connections with groups through the language they use? In recent years,...

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Text Classification Approach to Detect Psychological Stress

LIWC Research Series: Nowadays, stress has become a growing problem for society due to its high impact on individuals but also on health...

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Lumen: A machine learning framework to expose influence cues in texts

LIWC Research Series: Phishing and disinformation are popular social engineering attacks with attackers invariably applying influence...

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Toward Causal Understanding of Therapist-Client Relationships: Language Modality+Social Entrainment

LIWC Research Series: The relationship between a therapist and their client is one of the most critical determinants of successful...

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Language style matching and treatment outcome in anorexia nervosa

LIWC Research Series: Psychotherapy is the treatment of choice for anorexia nervosa (AN) but mechanisms of action are still largely...

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Tracking Mental Health Risks and Coping Strategies in Healthcare Workers’ Online Conversations

LIWC Research Series: The mental health risks of the COVID-19 pandemic are magnified for medical professionals, such as doctors and...

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The narrative arc: Revealing core narrative structures through text analysis

LIWC Research Series: Scholars across disciplines have long debated the existence of a common structure that underlies narratives. Using...

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Linguistic measures of psychological distance track symptoms + outcomes in psychotherapy transcripts

LIWC Research Series: Using language to “distance” ourselves from distressing situations (i.e., by talking less about ourselves and the...

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Linguistic Synchrony Predicts the Immediate and Lasting Impact of Text-Based Emotional Support

LIWC Research Series: Emotional support is critical to well-being, but the factors that determine whether support attempts succeed or...

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Tracking group identity through natural language within groups

LIWC Research Series: Millions of people participate in identity-based social media communities (e.g., Reddit’s political communities)....

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Predicting Mental Health Status in Remote and Rural Farming Communities

LIWC Research Series: Australians living in rural and remote areas are at elevated risk of mental health problems and must overcome...

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Goal language is associated with attrition and weight loss on a digital program: Observational study

LIWC Research Series: Exploring associations between written language and behavioral weight loss program outcomes could potentially...

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Decoding bias: Gendered language in finance internship job postings

LIWC Research Series: Researchers evaluated the language content of job postings as a potential explanation for the gender imbalance in...

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‘Rapport myopia’ in investigative interviews

LIWC Research Series: Rapport-building has been shown to foster cooperation with both cooperative and uncooperative interviewees in...

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Linguistic Coordination as an Unobtrusive, Dynamic Indicator of Rapport...and Team Performance

LIWC Research Series: Language style matching (LSM; the extent to which individuals match others’ function or “filler” words in...

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Reciprocal language style matching in psychotherapy research

LIWC Research Series: Successful coordination of language, that is language style matching (LSM; Gonzales, Hancock, & Pennebaker, 2010)...

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Authentic First Impressions Relate to Interpersonal, Social, and Entrepreneurial Success

LIWC Research Series: This article examines how verbal authenticity influences person perception. Our work combines human judgments and...

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Within and Between-Person Differences in Language Used Across Anxiety Support Reddit Communities

LIWC Research Series: Although many studies have distinguished between the social media language use of people who do and do not have a...

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Elevated Use of Absolutist Words Is a Marker Specific to Anxiety, Depression, and Suicidal Ideation

LIWC Research Series: Absolutist thinking is considered a cognitive distortion by most cognitive therapies for anxiety and depression....

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Using LIWC to Analyze Participants’ Psychological Processing in Accounting JDM Research

LIWC Research Series: This paper provides methodological guidance for judgment and decision-making (JDM) researchers in accounting who...

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Language Style Matching as a Predictor of Social Dynamics in Small Groups

LIWC Research Series: Synchronized verbal behavior can reveal important information about social dynamics. This study introduces the...

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The impact of psycholinguistics in discriminating between fake news spreaders and fact checkers

Fake news is a threat to society. A huge amount of fake news is posted every day on social networks which is read, believed and sometimes...

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Novel Screening Tool System for Depressive Disorders using Social Media & Artificial Neural Networks

Depression is one of the most common mental health disorders with over 264 million people suffering from it. Improvement in screening...

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Exploring Language Markers of Mental Health in Psychiatric Stories

Research from Leiden University and Utrecht University finds Receptiviti’s science outperforms BERT and neural network based approaches...

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Natural emotion vocabularies as windows on distress and well-being

In the Receptiviti LIWC Research Series, we highlight important research conducted using our platform and science that has implications...

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Anchoring in the past, tweeting from the present: Cognitive bias in journalists’ word choices

This study examines journalists’ language in their reporting and what their word choices reveal about their cognitive mindsets. Reporters...

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Using women's language makes public speakers more influential

Today, on International Women's Day, we celebrate Receptiviti’s talented women; they are domain experts in linguistics, psychology,...

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A meta-analysis of correlations between depression and first person singular pronoun use

In the Receptiviti LIWC Research Series, we highlight important research conducted using our platform and science that has implications...

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A Twitter- based personality analysis of superstar entrepreneurs and managers

In the Receptiviti LIWC Research Series, we highlight important research conducted using our platform and science that has implications...

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Lying Words: Predicting Deception From Linguistic Styles

In the Receptiviti LIWC Research Series, we highlight important research conducted using our platform and science that has implications...

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Self-serving attribution bias and CEO turnover: Evidence from CEO interviews on CNBC

In the Receptiviti LIWC Research Series, we highlight important research conducted using our platform and science that has implications...

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Extracting signs of depression and suicidal ideation from college students’ writing

In the Receptiviti LIWC Research Series, we highlight important research conducted using our platform and science that has implications...

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It Takes Just 120 Seconds: Predicting Satisfaction in Technical Support Calls

In the Receptiviti LIWC Research Series, we highlight important research conducted using our platform and science that has implications...

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Psycholinguistic Markers of Therapeutic Rupture Types

In the Receptiviti LIWC Research Series, we highlight important research conducted using our platform and science that has implications...

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Language Style Matching in Psychotherapy: An Implicit Aspect of Alliance

In the Receptiviti LIWC Research Series, we highlight important research conducted using our platform and science that has implications...

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Impact of the length of stay at hotels on online reviews

LIWC Research Series: This study analyzes online review data collected from Booking.com by using LIWC to operationalize review depth,...