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Dataset for: Keep on scrolling? Using intensive longitudinal smartphone sensing data to assess how everyday smartphone usage behaviors are related to well-being.

Author(s) / Creator(s)

große Deters, Fenne
Schoedel, Ramona

Abstract / Description

We present the dataset for the article "Keep on scrolling? Using intensive longitudinal smartphone sensing data to assess how everyday smartphone usage behaviors are related to well-being". The data were collected as part of the Smartphone Sensing Panel Study and comprise several dataset parts, as we replicated our analysis for two different 14-day measurement periods (A and B). At the macro level, we aggregated different measures of smartphone use (measured by mobile sensing) over 14 days and examined their associations with global survey-based measures of well-being (Flourishing, Satisfaction WIth Life, Positive Activation, Negative Activation, Valence; Dataset A: N = 236, Dataset B: N = 305). At the micro level, we aggregated various measures of smartphone use (measured via mobile sensing) over 60-minute windows before asking participants about their current mood using experience sampling questionnaires (Dataset A: N = 378, n = 5775; Dataset B: N = 534, n = 7287). In our supplementary analysis, we also aggregated the smartphone usage data for 15-minute windows to analyse social and non-social situations. Demographic variables (age, gender, education) that were not used for the data analyses were removed for privacy reasons, but can be provided upon request. The datasets are documented by a comprehensive accompanying codebook. Additional materials (e.g., preprocessing and analysis code) can also be found at https://osf.io/ckwge/ Further details on the variables provided and the associated study procedures can be found in the journal article: große Deters, F., & Schoedel, R. (2024). Keep on scrolling? Using intensive longitudinal smartphone sensing data to assess how everyday smartphone usage behaviors are related to well-being, Computers in Human Behavior, 150, 107977, https://doi.org/10.1016/j.chb.2023.107977

Keyword(s)

Mobile Sensing Smartphone Usage Well-Being intensive longitudinal data

Persistent Identifier

Date of first publication

2023-11-27

Publisher

PsychArchives

Citation

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  • Author(s) / Creator(s)
    große Deters, Fenne
  • Author(s) / Creator(s)
    Schoedel, Ramona
  • PsychArchives acquisition timestamp
    2023-11-27T13:20:46Z
  • Made available on
    2023-11-27T13:20:46Z
  • Date of first publication
    2023-11-27
  • Abstract / Description
    We present the dataset for the article "Keep on scrolling? Using intensive longitudinal smartphone sensing data to assess how everyday smartphone usage behaviors are related to well-being". The data were collected as part of the Smartphone Sensing Panel Study and comprise several dataset parts, as we replicated our analysis for two different 14-day measurement periods (A and B). At the macro level, we aggregated different measures of smartphone use (measured by mobile sensing) over 14 days and examined their associations with global survey-based measures of well-being (Flourishing, Satisfaction WIth Life, Positive Activation, Negative Activation, Valence; Dataset A: N = 236, Dataset B: N = 305). At the micro level, we aggregated various measures of smartphone use (measured via mobile sensing) over 60-minute windows before asking participants about their current mood using experience sampling questionnaires (Dataset A: N = 378, n = 5775; Dataset B: N = 534, n = 7287). In our supplementary analysis, we also aggregated the smartphone usage data for 15-minute windows to analyse social and non-social situations. Demographic variables (age, gender, education) that were not used for the data analyses were removed for privacy reasons, but can be provided upon request. The datasets are documented by a comprehensive accompanying codebook. Additional materials (e.g., preprocessing and analysis code) can also be found at https://osf.io/ckwge/ Further details on the variables provided and the associated study procedures can be found in the journal article: große Deters, F., & Schoedel, R. (2024). Keep on scrolling? Using intensive longitudinal smartphone sensing data to assess how everyday smartphone usage behaviors are related to well-being, Computers in Human Behavior, 150, 107977, https://doi.org/10.1016/j.chb.2023.107977
    en
  • Review status
    peerReviewed
  • Sponsorship
    The dataset comes from the Smartphone Sensing Panel Study, which is a joint project of LMU Munich and the Leibniz Institute of Psychology (ZPID). ZPID provided most of the funding to conduct this study.
    en
  • External description on another website
    https://osf.io/ckwge/
  • Persistent Identifier
    https://hdl.handle.net/20.500.12034/9172
  • Persistent Identifier
    https://doi.org/10.23668/psycharchives.13692
  • Language of content
    eng
  • Publisher
    PsychArchives
  • Is part of series
    Smartphone Sensing Panel Study
    en
  • Is related to
    https://doi.org/10.23668/psycharchives.2901
  • Is related to
    https://doi.org/10.23668/psycharchives.4822
  • Keyword(s)
    Mobile Sensing
    en
  • Keyword(s)
    Smartphone Usage
    en
  • Keyword(s)
    Well-Being
    en
  • Keyword(s)
    intensive longitudinal data
    en
  • Dewey Decimal Classification number(s)
    150
  • Title
    Dataset for: Keep on scrolling? Using intensive longitudinal smartphone sensing data to assess how everyday smartphone usage behaviors are related to well-being.
    en
  • DRO type
    researchData
  • Visible tag(s)
    Smartphone Sensing Panel Study
    en