Dataset for: "Snapshots of Daily Life: Situations Investigated Through the Lens of Smartphone Sensing"
Author(s) / Creator(s)
Schoedel, Ramona
Kunz, Fiona
Bergmann, Maximilian
Bemmann, Florian
Bühner, Markus
Sust, Larissa
Abstract / Description
We present the dataset for the article "Snapshots of Daily Life: Situations Investigated Through the Lens of Smartphone Sensing." The data were collected as part of the Smartphone Sensing Panel Study and include 9,790 situational snapshots (observations) from N = 455 participants collected over 14 days of daily life using mobile sensing and experience sampling.
Specifically, Dataset 1 is an aggregated mobile sensing dataset with 1,365 cues (including variables extracted from GPS, phone, app, activity logs, etc.) and experience sampling on situational awareness and affective valence. Dataset 2 contains the Big Five as person variables. Demographic and technical variables (age, gender, education, manufacturer, and Android version of the smartphone) that were not used for the data analyses were removed for privacy reasons, but can be made available 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/b7krz/. Further details on the variables provided and the associated study procedures can be found in the journal article:
Schoedel, R., Kunz, F., Bergmann, M., Bemmann, F., Bühner, M., & Sust, L. (Accepted). Snapshots of Daily Life: Situations Investigated Through the Lens of Smartphone Sensing. Accepted for Publication in: Journal of Personality and Social Psychology.
Dataset for: Schoedel, R., Kunz, F., Bergmann, M., Bemmann, F., Bühner, M., & Sust, L. (2023). Snapshots of daily life: Situations investigated through the lens of smartphone sensing. Journal of Personality and Social Psychology. Advance online publication. https://doi.org/10.1037/pspp0000469
Keyword(s)
Mobile Sensing Situation Smartphone Sensing Psychological Situation Situation Characteristics Situational Eight DIAMONDSPersistent Identifier
Date of first publication
2023-04-25
Publisher
PsychArchives
Is referenced by
Citation
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person_variables.csvCSV - 14.26KBMD5: 7b2d8ef38b8871b35429ac237ba6dfbcDescription: Dataset 2 (person variables)
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es_sensing_variables.csvCSV - 44.45MBMD5: 05d0ade91aa514b5d561a00a0fef38b3Description: Dataset 1 (mobile sensing and experience sampling variables)
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Codebook.csvCSV - 339.82KBMD5: 77de7e5cbb0069ed09bdcdd610ab15b1Description: Codebook for Dataset 1 and 2
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There are no other versions of this object.
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Author(s) / Creator(s)Schoedel, Ramona
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Author(s) / Creator(s)Kunz, Fiona
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Author(s) / Creator(s)Bergmann, Maximilian
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Author(s) / Creator(s)Bemmann, Florian
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Author(s) / Creator(s)Bühner, Markus
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Author(s) / Creator(s)Sust, Larissa
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PsychArchives acquisition timestamp2023-04-25T07:49:10Z
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Made available on2023-04-25T07:49:10Z
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Date of first publication2023-04-25
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Abstract / DescriptionWe present the dataset for the article "Snapshots of Daily Life: Situations Investigated Through the Lens of Smartphone Sensing." The data were collected as part of the Smartphone Sensing Panel Study and include 9,790 situational snapshots (observations) from N = 455 participants collected over 14 days of daily life using mobile sensing and experience sampling. Specifically, Dataset 1 is an aggregated mobile sensing dataset with 1,365 cues (including variables extracted from GPS, phone, app, activity logs, etc.) and experience sampling on situational awareness and affective valence. Dataset 2 contains the Big Five as person variables. Demographic and technical variables (age, gender, education, manufacturer, and Android version of the smartphone) that were not used for the data analyses were removed for privacy reasons, but can be made available 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/b7krz/. Further details on the variables provided and the associated study procedures can be found in the journal article: Schoedel, R., Kunz, F., Bergmann, M., Bemmann, F., Bühner, M., & Sust, L. (Accepted). Snapshots of Daily Life: Situations Investigated Through the Lens of Smartphone Sensing. Accepted for Publication in: Journal of Personality and Social Psychology.en
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Abstract / DescriptionDataset for: Schoedel, R., Kunz, F., Bergmann, M., Bemmann, F., Bühner, M., & Sust, L. (2023). Snapshots of daily life: Situations investigated through the lens of smartphone sensing. Journal of Personality and Social Psychology. Advance online publication. https://doi.org/10.1037/pspp0000469en
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Review statusunknownen
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SponsorshipThe 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
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External description on another websitehttps://osf.io/b7krz/
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Persistent Identifierhttps://hdl.handle.net/20.500.12034/8229
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Persistent Identifierhttps://doi.org/10.23668/psycharchives.12706
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Language of contentengen
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PublisherPsychArchivesen
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Is part ofhttps://doi.org/10.23668/psycharchives.4928
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Is referenced byhttps://doi.org/10.1037/pspp0000469
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Is related tohttps://doi.org/10.23668/psycharchives.2901
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Keyword(s)Mobile Sensingen
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Keyword(s)Situationen
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Keyword(s)Smartphone Sensingen
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Keyword(s)Psychological Situationen
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Keyword(s)Situation Characteristicsen
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Keyword(s)Situational Eight DIAMONDSen
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Dewey Decimal Classification number(s)150
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TitleDataset for: "Snapshots of Daily Life: Situations Investigated Through the Lens of Smartphone Sensing"en
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DRO typeresearchDataen
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Visible tag(s)Smartphone Sensing Panel Studyen