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Analyzing GPS Data for Psychological Research: A Tutorial
16 references·4 citing·50 second hop
Analyzing GPS Data for Psychological Research: A Tutorial (2022)Analyzing GPS Data for Psychological Rese…Integrating Insights About Human Movement Patterns From Digital Data Into Psychological Science (2021)Integrating Insights About Hu…Predicting personality from patterns of behavior collected with smartphones (2020)Predicting personality from p…Investigating the Relationships between Mobility Behaviours and Indicators of Subjective Well–Being Using Smartphone–Based Experience Sampling and GPS Tracking (2020)Investigating the Relationshi…Activity spaces in studies of the environment and physical activity: A review and synthesis of implications for causality (2019)Activity spaces in studies of…Understanding the interplay between social and spatial behaviour (2018)Understanding the interplay b…Inferring mobility measures from GPS traces with missing data (2018)Inferring mobility measures f…Smartphone sensing methods for studying behavior in everyday life (2017)Smartphone sensing methods fo…Using Smartphones to Collect Behavioral Data in Psychological Science (2016)Using Smartphones to Collect …Quantifying transit travel experiences from the users’ perspective with high-resolution smartphone and vehicle location data: Methodologies, validation, and example analyses (2015)Quantifying transit travel ex…Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study (2015)Mobile Phone Sensor Correlate…StudentLife (2014)StudentLifeThe Places of Our Lives: Visiting Patterns and Automatic Labeling from Longitudinal Smartphone Data (2013)The Places of Our Lives: Visi…Breaking the habit: Measuring and predicting departures from routine in individual human mobility (2013)Breaking the habit: Measuring…Processing Raw Data from Global Positioning Systems without Additional Information (2009)Processing Raw Data from Glob…Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: A large-scale application in the Netherlands (2009)Deriving and validating trip …Activity spaces: measures of social exclusion? (2003)Activity spaces: measures of …H3-MOSAIC: multimodal generative AI for semantic place detection from high-frequency GPS on H3 grids in mental health geomatics (2025)H3-MOSAIC: multimodal generat…Evaluating a smartphone-based symptom self-monitoring app for psychosis in China (YouXin): A non-randomised validity and feasibility study with a mixed-methods design (2024)Evaluating a smartphone-based…Work‐family research: A review and next steps (2023)Work‐family research: A revie…A Digital System (YouXin) to Facilitate Self-Management by People With Psychosis in China: Protocol for a Nonrandomized Validity and Feasibility Study With a Mixed Methods Design (2023)A Digital System (YouXin) to …Lifetime and 12-Month Prevalence of DSM-III-R Psychiatric Disorders in the United States (1994)The PHQ-9 (2001)Lifetime Prevalence and Age-of-Onset Distributions of DSM-IV Disorders in the National Comorbidity Survey Replication (2005)The WPA- Lancet Psychiatry Commission on the Future of Psychiatry (2017)Facebook language predicts depression in medical records (2018)Identifying Objective Physiological Markers and Modifiable Behaviors for Self-Reported Stress and Mental Health Status Using Wearable Sensors and Mobile Phones: Observational Study (2018)Can Land-use Policy Really Affect Travel Behaviour? A Study of the Link between Non-work Travel and Land-use Characteristics (1998)GPS tracking in neighborhood and health studies: A step forward for environmental exposure assessment, a step backward for causal inference? (2013)Review of GPS Travel Survey and GPS Data-Processing Methods (2014)The promises of big data and small data for travel behavior (aka human mobility) analysis (2016)Elimination of the Travel Diary: Experiment to Derive Trip Purpose from Global Positioning System Travel Data (2001)Learning transportation mode from raw gps data for geographic applications on the web (2008)Route choice of cyclists in Zurich (2010)A GPS/GIS method for travel mode detection in New York City (2011)Using Global Positioning Systems in Health Research (2011)WHAT ABOUT PEOPLE IN REGIONAL SCIENCE? (1970)The Strength of Weak Ties (1973)Talk of the Network: A Complex Systems Look at the Underlying Process of Word-of-Mouth (2001)Transport mobility benefits and quality of life: A time-use perspective of elderly Canadians (2009)Measuring segregation: an activity space approach (2010)Lockdowned: Everyday mobility changes in response to COVID-19 (2020)A Global Measure of Perceived Stress (1983)Development and validation of brief measures of positive and negative affect: The PANAS scales. (1988)Personal Sensing: Understanding Mental Health Using Ubiquitous Sensors and Machine Learning (2017)Mental Health and Behavior of College Students During the Early Phases of the COVID-19 Pandemic: Longitudinal Smartphone and Ecological Momentary Assessment Study (2020)Handbook of research methods in personality psychology (2007)The weirdest people in the world? (2010)WEIRD languages have misled us, too [Comment on Henrich et al.] (2010)Emotion dynamics (2017)Mental health monitoring with multimodal sensing and machine learning: A survey (2018)Ecological Momentary Assessment: A Meta-Analysis on Designs, Samples, and Compliance Across Research Fields (2022)Reality mining: sensing complex social systems (2005)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)Systematic reviews in the social sciences: a practical guide (2006)The Uncertain Geographic Context Problem (2012)Obesity and the Built Environment: A Reappraisal (2019)GPS-based built environment measures associated with adult physical activity (2021)Examining the state, quality and strength of the evidence in the research on built environments and physical activity among children and youth: An overview of reviews from high income countries (2022)An Introduction to the Five‐Factor Model and Its Applications (1992)Sources of Method Bias in Social Science Research and Recommendations on How to Control It (2011)Descriptive, Predictive and Explanatory Personality Research: Different Goals, Different Approaches, but a Shared Need to Move beyond the Big Few Traits (2020)Personality Research and Assessment in the Era of Machine Learning (2020)The potential of generative AI for personalized persuasion at scale (2024)Conservation of resources: A new attempt at conceptualizing stress. (1989)The Social Identity Theory of Intergroup Behavior (2004)The Job Demands‐Resources model: state of the art (2007)Perceived overqualification and subjective career success: Is harmonious or obsessive passion beneficial? (2024)
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References

  • 2014StudentLife1,117 cited
  • 2015Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study781 cited
  • 2016Using Smartphones to Collect Behavioral Data in Psychological Science515 cited
  • 2009Deriving and validating trip purposes and travel modes for multi-day GPS-based travel surveys: A large-scale application in the Netherlands501 cited
  • 2003Activity spaces: measures of social exclusion?488 cited
  • 2020Predicting personality from patterns of behavior collected with smartphones350 cited
  • 2009Processing Raw Data from Global Positioning Systems without Additional Information326 cited
  • 2017Smartphone sensing methods for studying behavior in everyday life253 cited
  • 2019Activity spaces in studies of the environment and physical activity: A review and synthesis of implications for causality118 cited
  • 2013The Places of Our Lives: Visiting Patterns and Automatic Labeling from Longitudinal Smartphone Data104 cited
  • 2018Inferring mobility measures from GPS traces with missing data85 cited
  • 2013Breaking the habit: Measuring and predicting departures from routine in individual human mobility73 cited
  • 2020Investigating the Relationships between Mobility Behaviours and Indicators of Subjective Well–Being Using Smartphone–Based Experience Sampling and GPS Tracking61 cited
  • 2015

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Quantifying transit travel experiences from the users’ perspective with high-resolution smartphone and vehicle location data: Methodologies, validation, and example analyses
50 cited
  • 2018Understanding the interplay between social and spatial behaviour44 cited
  • 2021Integrating Insights About Human Movement Patterns From Digital Data Into Psychological Science29 cited
  • Cited by

    • 2023Work‐family research: A review and next steps127 cited
    • 2024Evaluating a smartphone-based symptom self-monitoring app for psychosis in China (YouXin): A non-randomised validity and feasibility study with a mixed-methods design6 cited
    • 2025H3-MOSAIC: multimodal generative AI for semantic place detection from high-frequency GPS on H3 grids in mental health geomatics4 cited
    • 2023A Digital System (YouXin) to Facilitate Self-Management by People With Psychosis in China: Protocol for a Nonrandomized Validity and Feasibility Study With a Mixed Methods Design2 cited