Dataset for: Mouse Chase: Detecting Careless and Unmotivated Responders Using Cursor Movements in Web-Based Surveys.
Author(s) / Creator(s)
Żółtak, Tomasz
Pokropek, Artur
Muszyński, Marek
Abstract / Description
Datasets for: Pokropek, A., Żółtak, T., & Muszyński, M. (2023). Mouse chase: Detecting careless and unmotivated responders using cursor movements in web-based surveys. European Journal of Psychological Assessment. Advance online publication. https://doi.org/10.1027/1015-5759/a000758
These datasets include: C/IER indices and cursor moves indices for two different scales (survey screens) with the manipulation of the test instruction and scale items response scale length and format.
Web surveys offer new research possibilities, but they also have specific problems. One of them is a higher risk of careless, inattentive, or otherwise invalid responses. Using paradata, which are data collected apart from reactionary data, is one of the potential tools that can help to screen for problematic responses in web-based surveys. One of the most promising forms of paradata is the movement, or trajectory, of the cursor in making a response. This study constructed indicators of such data presented correlations between them and provided an interpretation and validation of these components by correlating them with previously known indices of careless responding. Finally, it tested cursor movement indices during different motivational states induced by experimental instructions. Cursor movement indices proved to be moderately related to classical careless responding indices but some of them (horizontal distance traveled as well speed and acceleration on vertical dimension) were as responsive to manipulation conditions as classical indices. The potential role of cursor movement indices in survey practice and future studies in this area are discussed.
Keyword(s)
paradata web survey survey methodology cursor movement careless/insufficient effort responding (C/IER)Persistent Identifier
Date of first publication
2022-11-07
Temporal coverage
2021-12
Publisher
PsychArchives
Is referenced by
Citation
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Mouse-Chase-response-scales.csvCSV - 3.53KBMD5: f2fa827c9916f6969fad292438af38dcDescription: Mapping answer codes to response category labels for different response scale lenghts and formats
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Mouse-Chase-reading-dataset.csvCSV - 770.48KBMD5: d8c025e51111a839bae23552293005f9Description: Data regarding reading attitudes scale
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Mouse-Chase-vaccines-dataset.csvCSV - 597.47KBMD5: 9423aa325c663c737dabef95918df843Description: Data regarding views on vaccines scale
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Mouse-Chase-codebook-reading.csvCSV - 5.98KBMD5: 55cb8c63669730c7f644b0737cae2506Description: Codebook for the dataset regarding reading attitudes scale
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Mouse-Chase-codebook-vaccines.csvCSV - 6.09KBMD5: 12bd9cc7cbc403c10f449215360c8100Description: Codebook for the dataset regarding views on vaccines scale
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22022-11-07Variable 'qc_pathfinder_index' that is used in the analysis in the related paper but was missing in the first version of the published data was added. Variable 'straightliningPC1' that is not used in the analysis in the related paper was removed.
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Author(s) / Creator(s)Żółtak, Tomasz
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Author(s) / Creator(s)Pokropek, Artur
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Author(s) / Creator(s)Muszyński, Marek
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Temporal coverage2021-12
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PsychArchives acquisition timestamp2022-11-07T08:58:09Z
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Made available on2022-10-25T12:05:54Z
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Made available on2022-11-07T08:58:09Z
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Date of first publication2022-11-07
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Abstract / DescriptionDatasets for: Pokropek, A., Żółtak, T., & Muszyński, M. (2023). Mouse chase: Detecting careless and unmotivated responders using cursor movements in web-based surveys. European Journal of Psychological Assessment. Advance online publication. https://doi.org/10.1027/1015-5759/a000758 These datasets include: C/IER indices and cursor moves indices for two different scales (survey screens) with the manipulation of the test instruction and scale items response scale length and format.en_US
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Abstract / DescriptionWeb surveys offer new research possibilities, but they also have specific problems. One of them is a higher risk of careless, inattentive, or otherwise invalid responses. Using paradata, which are data collected apart from reactionary data, is one of the potential tools that can help to screen for problematic responses in web-based surveys. One of the most promising forms of paradata is the movement, or trajectory, of the cursor in making a response. This study constructed indicators of such data presented correlations between them and provided an interpretation and validation of these components by correlating them with previously known indices of careless responding. Finally, it tested cursor movement indices during different motivational states induced by experimental instructions. Cursor movement indices proved to be moderately related to classical careless responding indices but some of them (horizontal distance traveled as well speed and acceleration on vertical dimension) were as responsive to manipulation conditions as classical indices. The potential role of cursor movement indices in survey practice and future studies in this area are discussed.en
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Review statusunknown
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Persistent Identifierhttps://hdl.handle.net/20.500.12034/7563.2
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Persistent Identifierhttps://doi.org/10.23668/psycharchives.8394
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Language of contentengen_US
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PublisherPsychArchivesen_US
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Is referenced byhttps://doi.org/10.1027/1015-5759/a000758
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Is related tohttps://doi.org/10.23668/psycharchives.8393
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Is related tohttps://doi.org/10.23668/psycharchives.8397
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Is related tohttps://doi.org/10.1027/1015-5759/a000758
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Keyword(s)paradataen_US
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Keyword(s)web surveyen_US
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Keyword(s)survey methodologyen_US
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Keyword(s)cursor movementen_US
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Keyword(s)careless/insufficient effort responding (C/IER)en_US
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Dewey Decimal Classification number(s)150
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TitleDataset for: Mouse Chase: Detecting Careless and Unmotivated Responders Using Cursor Movements in Web-Based Surveys.en_US
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DRO typeresearchDataen_US