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Exploring the digital footprint of depression: a PRISMA systematic literature review of the empirical evidence
16 references·10 citing·36 second hop
Exploring the digital footprint of depression: a PRISMA systematic literature review of the empirical evidence (2022)Exploring the digital footprint of depres…Predicting Depression via Social Media (2021)Predicting Depression via Soc…PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation (2018)PRISMA Extension for Scoping …The Experience Sampling Method (2014)The Experience Sampling MethodToward the future of psychiatric diagnosis: the seven pillars of RDoC (2013)Toward the future of psychiat…Diagnostic and Statistical Manual of Mental Disorders (2013)Diagnostic and Statistical Ma…Lifetime Prevalence and Age-of-Onset Distributions of DSM-IV Disorders in the National Comorbidity Survey Replication (2005)Lifetime Prevalence and Age-o…The RAND-36 measure of health-related quality of life (2001)The RAND-36 measure of health…The PHQ-9 (2001)The PHQ-9The Inventory of Depressive Symptomatology (IDS): psychometric properties (1996)The Inventory of Depressive S…Comparison of Beck Depression Inventories-IA and-II in Psychiatric Outpatients (1996)Comparison of Beck Depression…The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories (1995)The structure of negative emo…Tripartite model of anxiety and depression: Psychometric evidence and taxonomic implications. (1991)Tripartite model of anxiety a…The extended phenotype : the gene as the unit of selection (1983)The extended phenotype : the …A New Depression Scale Designed to be Sensitive to Change (1979)A New Depression Scale Design…The CES-D Scale (1977)The CES-D ScaleDevelopment of a Rating Scale for Primary Depressive Illness (1967)Development of a Rating Scale…Design Preferences for Mental Health Apps Among Nondigitally Native Adults With Chronic Pain: Qualitative Analysis (2026)Design Preferences for Mental…SmartSense-D: A safety, feasibility, and acceptability pilot study of digital phenotyping in young people with major depressive disorder (2025)SmartSense-D: A safety, feasi…Digital phenotyping for mental health based on data analytics: A systematic literature review (2025)Digital phenotyping for menta…Digital biomarkers in depression: A systematic review and call for standardization and harmonization of feature engineering (2024)Digital biomarkers in depress…What digital health technology types are used in mental health prevention and intervention? Review of systematic reviews for systematization of technologies (2023)What digital health technolog…Select or adjust? How information from early treatment stages boosts the prediction of non-response in internet-based depression treatment (2023)Select or adjust? How informa…Reinventing mental health care in youth through mobile approaches: Current status and future steps (2023)Reinventing mental health car…Digital Phenotyping for Mood Disorders: Methodology-Oriented Pilot Feasibility Study (2023)Digital Phenotyping for Mood …Digital and precision clinical trials: innovations for testing mental health medications, devices, and psychosocial treatments (2023)Digital and precision clinica…A Systematic Review of Location Data for Depression Prediction (2023)A Systematic Review of Locati…An Inventory for Measuring Depression (1961)Psychometric properties of the Beck Depression Inventory: Twenty-five years of evaluation (1988)Recommendations for a Standard Research Assessment of Insomnia (2006)Diagnostic and Statistical Manual of Mental Disorders (2013)Psychometric properties of the Beck Depression Inventory-II: a comprehensive review (2013)A review of depression and suicide risk assessment using speech analysis (2015)A new scale of social desirability independent of psychopathology. (1960)A RATING SCALE FOR DEPRESSION (1960)A Global Measure of Perceived Stress (1983)Individual differences in two emotion regulation processes: Implications for affect, relationships, and well-being. (2003)The benefits of being present: Mindfulness and its role in psychological well-being. (2003)Child abuse: Adolescent records vs. adult recall (1990)Lifetime and 12-Month Prevalence of DSM-III-R Psychiatric Disorders in the United States (1994)The World Mental Health (WMH) Survey Initiative version of the World Health Organization (WHO) Composite International Diagnostic Interview (CIDI) (2004)Prevalence, Severity, and Comorbidity of 12-Month DSM-IV Disorders in the National Comorbidity Survey Replication (2005)The Prevalence and Correlates of Eating Disorders in the National Comorbidity Survey Replication (2006)Diagnostic Criteria for Use in Psychiatric Research (1972)The PHQ-9: A New Depression Diagnostic and Severity Measure (2002)The validity of the Hospital Anxiety and Depression Scale (2002)The Structured Clinical Interview for DSM-III-R (SCID) (1992)The Patient Health Questionnaire-2 (2003)A Brief Measure for Assessing Generalized Anxiety Disorder (2006)The Hospital Anxiety and Depression Scale (1983)Rethinking Rumination (2008)Scoping studies: towards a methodological framework (2005)Preferred reporting items for systematic reviews and meta-analyses: the PRISMA statement (2009)Scoping studies: advancing the methodology (2010)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: an updated guideline for reporting systematic reviews (2021)The PRISMA 2020 statement: An updated guideline for reporting systematic reviews (2021)Development and validation of a geriatric depression screening scale: A preliminary report (1982)The development of a Clinician-Administered PTSD Scale (1995)Psychometric properties of the 42-item and 21-item versions of the Depression Anxiety Stress Scales in clinical groups and a community sample. (1998)The short‐form version of the Depression Anxiety Stress Scales (DASS‐21): Construct validity and normative data in a large non‐clinical sample (2005)Preliminary Psychometric Properties of the Acceptance and Action Questionnaire–II: A Revised Measure of Psychological Inflexibility and Experiential Avoidance (2011)The Posttraumatic Stress Disorder Checklist for DSM‐5 (PCL‐5): Development and Initial Psychometric Evaluation (2015)
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References

  • 2013Diagnostic and Statistical Manual of Mental Disorders116,254 cited
  • 1977The CES-D Scale53,239 cited
  • 2001The PHQ-944,795 cited
  • 2018PRISMA Extension for Scoping Reviews (PRISMA-ScR): Checklist and Explanation43,318 cited
  • 2005Lifetime Prevalence and Age-of-Onset Distributions of DSM-IV Disorders in the National Comorbidity Survey Replication20,388 cited
  • 1995The structure of negative emotional states: Comparison of the Depression Anxiety Stress Scales (DASS) with the Beck Depression and Anxiety Inventories14,509 cited
  • 1979A New Depression Scale Designed to be Sensitive to Change13,964 cited
  • 1967Development of a Rating Scale for Primary Depressive Illness8,410 cited
  • 1996Comparison of Beck Depression Inventories-IA and-II in Psychiatric Outpatients5,962 cited
  • 1991Tripartite model of anxiety and depression: Psychometric evidence and taxonomic implications.4,597 cited
  • 2013Toward the future of psychiatric diagnosis: the seven pillars of RDoC3,049 cited
  • 1996The Inventory of Depressive Symptomatology (IDS): psychometric properties2,175 cited
  • 2021Predicting Depression via Social Media1,582 cited
  • 2001The RAND-36 measure of health-related quality of life1,461 cited
  • 2014

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The Experience Sampling Method
1,035 cited
  • 1983The extended phenotype : the gene as the unit of selection952 cited
  • Cited by

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    • 2024Digital biomarkers in depression: A systematic review and call for standardization and harmonization of feature engineering29 cited
    • 2023A Systematic Review of Location Data for Depression Prediction29 cited
    • 2023Reinventing mental health care in youth through mobile approaches: Current status and future steps17 cited
    • 2023What digital health technology types are used in mental health prevention and intervention? Review of systematic reviews for systematization of technologies14 cited
    • 2023Select or adjust? How information from early treatment stages boosts the prediction of non-response in internet-based depression treatment13 cited
    • 2023Digital and precision clinical trials: innovations for testing mental health medications, devices, and psychosocial treatments10 cited
    • 2023Digital Phenotyping for Mood Disorders: Methodology-Oriented Pilot Feasibility Study8 cited
    • 2025SmartSense-D: A safety, feasibility, and acceptability pilot study of digital phenotyping in young people with major depressive disorder6 cited
    • 2026Design Preferences for Mental Health Apps Among Nondigitally Native Adults With Chronic Pain: Qualitative Analysis2 cited