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Inferring Mood Instability on Social Media by Leveraging Ecological Momentary Assessments
16 references·6 citing·49 second hop
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(1998)Structural relationships amon…Psychometric properties of the 42-item and 21-item versions of the Depression Anxiety Stress Scales in clinical groups and a community sample. (1998)Psychometric properties of th…Ecological Momentary Assessment (Ema) in Behavioral Medicine (1994)Ecological Momentary Assessme…Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root (1981)Likelihood Ratio Statistics f…Understanding Side Effects of Antidepressants: Large-scale Longitudinal Study on Social Media Data (2021)Understanding Side Effects of…Understanding Moderation in Online Mental Health Communities (2020)Understanding Moderation in O…Predicting Subjective Measures of Social Anxiety from Sparsely Collected Mobile Sensor Data (2020)Predicting Subjective Measure…Leveraging WiFi Network Logs to Infer Social Interactions: A Case Study of Academic Performance and Student Behavior. 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(2019)A RATING SCALE FOR DEPRESSION (1960)An Inventory for Measuring Depression (1961)The Depression Anxiety Stress Scales (DASS): Normative data and latent structure in a large non‐clinical sample (2003)The short‐form version of the Depression Anxiety Stress Scales (DASS‐21): Construct validity and normative data in a large non‐clinical sample (2005)The Experiences in Close Relationship Scale (ECR)-Short Form: Reliability, Validity, and Factor Structure (2007)Diagnostic and Statistical Manual of Mental Disorders (2013)Time Series Analysis: Forecasting and Control (1977)Distribution of the Estimators for Autoregressive Time Series with a Unit Root (1979)Testing for a Unit Root in Time Series Regression (1988)Bounds testing approaches to the analysis of level relationships (2001)Unit root tests in panel data: asymptotic and finite-sample properties (2002)The Principles of Psychology (1891)The Presentation of Self in Everyday Life. 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(1989)Daily Well-Being: The Role of Autonomy, Competence, and Relatedness (2000)Integrating Person‐Centered and Variable‐Centered Analyses: Growth Mixture Modeling With Latent Trajectory Classes (2000)Twelve‐month and lifetime prevalence and lifetime morbid risk of anxiety and mood disorders in the United States (2012)Subjective wellbeing, health, and ageing (2014)Coefficient Alpha and the Internal Structure of Tests (1951)Inferring psychological significance from physiological signals. (1990)Toward machine emotional intelligence: analysis of affective physiological state (2001)A Multimodal Database for Affect Recognition and Implicit Tagging (2011)Introducing WESAD, a Multimodal Dataset for Wearable Stress and Affect Detection (2018)Emotion recognition using multi-modal data and machine learning techniques: A tutorial and review (2020)Common Method Variance in IS Research: A Comparison of Alternative Approaches and a Reanalysis of Past Research (2006)Sensitive questions in surveys. (2007)Identifying careless responses in survey data. (2012)Smartphones and Cognition: A Review of Research Exploring the Links between Mobile Technology Habits and Cognitive Functioning (2017)Human Emotion Recognition: Review of Sensors and Methods (2020)Revealing the theoretical basis of gamification: A systematic review and analysis of theory in research on gamification, serious games and game-based learning (2021)Does positive affect influence health? (2005)Developments in the Measurement of Subjective Well-Being (2006)The Prosocial Classroom: Teacher Social and Emotional Competence in Relation to Student and Classroom Outcomes (2008)
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References

  • 1981Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root14,647 cited
  • 2007Ecological Momentary Assessment6,416 cited
  • 1998Psychometric properties of the 42-item and 21-item versions of the Depression Anxiety Stress Scales in clinical groups and a community sample.4,870 cited
  • 2000The Psychology of Survey Response4,727 cited
  • 2007Emotion regulation: Conceptual foundations3,233 cited
  • 2002Psychological Aspects of Natural Language Use: Our Words, Our Selves2,616 cited
  • 2005Detecting Stress During Real-World Driving Tasks Using Physiological Sensors2,205 cited
  • 1994Ecological Momentary Assessment (Ema) in Behavioral Medicine1,928 cited
  • 2013Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach1,700 cited
  • 2014Flow and the Foundations of Positive Psychology1,653 cited
  • 2021Predicting Depression via Social Media1,582 cited
  • 1998Structural relationships among dimensions of the DSM-IV anxiety and mood disorders and dimensions of negative affect, positive affect, and autonomic arousal.1,400 cited
  • 2000Developing mechanisms of self-regulation1,348 cited
  • 2006Experience Sampling Method: Measuring the Quality of Everyday Life1,241 cited
  • 2007

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Experience Sampling Method
1,174 cited
  • 2014StudentLife1,117 cited
  • Cited by

    • 2020Causal Factors of Effective Psychosocial Outcomes in Online Mental Health Communities72 cited
    • 2018A Social Media Based Examination of the Effects of Counseling Recommendations after Student Deaths on College Campuses55 cited
    • 2020Understanding Moderation in Online Mental Health Communities53 cited
    • 2021Understanding Side Effects of Antidepressants: Large-scale Longitudinal Study on Social Media Data53 cited
    • 2020Predicting Subjective Measures of Social Anxiety from Sparsely Collected Mobile Sensor Data44 cited
    • 2020Leveraging WiFi Network Logs to Infer Social Interactions: A Case Study of Academic Performance and Student Behavior.6 cited