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Improving prediction of real-time loneliness and companionship type using geosocial features of personal smartphone data
11 references·4 citing·50 second hop
Improving prediction of real-time loneliness and companionship type using geosocial features of personal smartphone data (2021)Improving prediction of real-time lonelin…Correlations Between Objective Behavioral Features Collected From Mobile and Wearable Devices and Depressive Mood Symptoms in Patients With Affective Disorders: Systematic Review (2018)Correlations Between Objectiv…Smartphone sensing methods for studying behavior in everyday life (2017)Smartphone sensing methods fo…Sensing behavioral symptoms of mental health and delivering personalized interventions using mobile technologies (2017)Sensing behavioral symptoms o…Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning (2017)Personal Sensing: Understandi…Relationship Between Loneliness, Psychiatric Disorders and Physical Health ? A Review on the Psychological Aspects of Loneliness (2014)Relationship Between Loneline…A Meta-Analysis of Interventions to Reduce Loneliness (2010)A Meta-Analysis of Interventi…Lonely hearts: Psychological perspectives on loneliness (1999)Lonely hearts: Psychological …Social support versus companionship: Effects on life stress, loneliness, and evaluations by others. (1987)Social support versus compani…Loneliness and Social Contact (1981)Loneliness and Social ContactDeveloping a Measure of Loneliness (1978)Developing a Measure of Lonel…A System for the Notation of Proxemic Behavior1 (1963)A System for the Notation of …Predicting Depressive Symptom Severity Through Individuals’ Nearby Bluetooth Device Count Data Collected by Mobile Phones: Preliminary Longitudinal Study (2021)Predicting Depressive Symptom…Momentary loneliness among older adults: Contextual differences and their moderation by gender and race/ethnicity (2021)Momentary loneliness among ol…Integrating Insights About Human Movement Patterns From Digital Data Into Psychological Science (2021)Integrating Insights About Hu…Exploring Post COVID-19 Outbreak Intradaily Mobility Pattern Change in College Students: A GPS-Focused Smartphone Sensing Study (2021)Exploring Post COVID-19 Outbr…The Presentation of Self in Everyday Life. (1956)A COURSE IN MODERN LINGUISTICS (1958)Proxemics [and Comments and Replies] (1968)Teacher Immediacy as a Predictor of Teaching Effectiveness (1979)Loneliness (2015)The Presentation of Self in Everyday Life (2023)Social Support and Health. (1986)CURRENT RESEARCH IN SOCIAL PSYCHOLOGY (1996)EMOTIONAL INTELLIGENCE, LEADERSHIP EFFECTIVENESS, AND TEAM OUTCOMES (2003)Interpersonal emotion regulation as a mechanism of social support in depression (2011)Stress: Appraisal and Coping (2013)The Interpersonal Theory of Psychiatry (2013)An Inventory for Measuring Depression (1961)The revised UCLA Loneliness Scale: Concurrent and discriminant validity evidence. (1980)Social Relationships and Health (1988)Loneliness and Peer Relations in Childhood (2003)Solitude: An Exploration of Benefits of Being Alone (2003)Social Causes and Consequences of Rejection Sensitivity (2007)Loneliness: the experience of emotional and social isolation (1974)A Short Scale for Measuring Loneliness in Large Surveys (2004)Loneliness Matters: A Theoretical and Empirical Review of Consequences and Mechanisms (2010)Loneliness as a predictor of suicidal ideation and behaviour: a systematic review and meta-analysis of prospective studies (2020)Loneliness in the UK during the COVID-19 pandemic: Cross-sectional results from the COVID-19 Psychological Wellbeing Study (2020)Prevalence and predictors of general psychiatric disorders and loneliness during COVID-19 in the United Kingdom (2020)The need to belong: Desire for interpersonal attachments as a fundamental human motivation. (1995)Measuring inconsistency in meta-analyses (2003)Introduction to Meta‐Analysis (2009)Associations between loneliness and perceived social support and outcomes of mental health problems: a systematic review (2018)The growing problem of loneliness (2018)StudentLife (2014)Detecting depression and mental illness on social media: an integrative review (2017)Internet‐delivered psychological treatments: from innovation to implementation (2019)Annual Research Review: Adolescent mental health in the digital age: facts, fears, and future directions (2020)Reality mining: sensing complex social systems (2005)Handbook of research methods in personality psychology (2007)Understanding individual human mobility patterns (2008)Ambulatory assessment in psychopathology research: A review of recommended reporting guidelines and current practices. (2019)Improving Mental Health Services: A 50-Year Journey from Randomized Experiments to Artificial Intelligence and Precision Mental Health (2020)Psychopathological networks: Theory, methods and practice (2021)The PHQ-9 (2001)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement (2009)Using Digital Phenotyping to Accurately Detect Depression Severity (2019)Evaluating depression with multimodal wristband-type wearable device: screening and assessing patient severity utilizing machine-learning (2020)Loneliness as a specific risk factor for depressive symptoms: Cross-sectional and longitudinal analyses. (2006)The clinical significance of loneliness: A literature review (2006)Perceived social isolation makes me sad: 5-year cross-lagged analyses of loneliness and depressive symptomatology in the Chicago Health, Aging, and Social Relations Study. (2010)Loneliness and patterns of self-disclosure. (1982)Loneliness and Social Anxiety (1990)Loneliness, Self-Disclosure, and ICQ ("I Seek You") Use (2002)
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References

  • 1978Developing a Measure of Loneliness2,078 cited
  • 2010A Meta-Analysis of Interventions to Reduce Loneliness1,994 cited
  • 1963A System for the Notation of Proxemic Behavior11,006 cited
  • 2017Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning800 cited
  • 2014Relationship Between Loneliness, Psychiatric Disorders and Physical Health ? A Review on the Psychological Aspects of Loneliness621 cited
  • 1999Lonely hearts: Psychological perspectives on loneliness565 cited
  • 1987Social support versus companionship: Effects on life stress, loneliness, and evaluations by others.477 cited
  • 2017Smartphone sensing methods for studying behavior in everyday life253 cited
  • 2018Correlations Between Objective Behavioral Features Collected From Mobile and Wearable Devices and Depressive Mood Symptoms in Patients With Affective Disorders: Systematic Review194 cited
  • 1981Loneliness and Social Contact138 cited
  • 2017Sensing behavioral symptoms of mental health and delivering personalized interventions using mobile technologies86 cited

Cited by

  • 2021Predicting Depressive Symptom Severity Through Individuals’ Nearby Bluetooth Device Count Data Collected by Mobile Phones: Preliminary Longitudinal Study68 cited
  • 2021Momentary loneliness among older adults: Contextual differences and their moderation by gender and race/ethnicity58 cited

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  • 2021Integrating Insights About Human Movement Patterns From Digital Data Into Psychological Science29 cited
  • 2021Exploring Post COVID-19 Outbreak Intradaily Mobility Pattern Change in College Students: A GPS-Focused Smartphone Sensing Study9 cited