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Augmenting survey data with digital trace data: Is there a threat to panel retention?
Trappmann, Mark
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Haas, Georg-Christoph
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Malich, Sonja
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Keusch, Florian
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Bähr, Sebastian
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Kreuter, Frauke
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Schwarz, Stefan
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DOI:
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https://doi.org/10.1093/jssam/smac023
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URL:
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https://academic.oup.com/jssam/advance-article/doi...
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Dokumenttyp:
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Zeitschriftenartikel
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Erscheinungsjahr:
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2023
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Titel einer Zeitschrift oder einer Reihe:
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Journal of Survey Statistics and Methodology : JSSAM
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Band/Volume:
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11
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Heft/Issue:
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3
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Seitenbereich:
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541-552
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Ort der Veröffentlichung:
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Oxford
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Verlag:
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Oxford Univ. Press
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ISSN:
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2325-0984 , 2325-0992
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Sprache der Veröffentlichung:
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Englisch
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Einrichtung:
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Fakultät für Sozialwissenschaften > Social Data Science and Methodology (Keusch 2022-)
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Fachgebiet:
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300 Sozialwissenschaften, Soziologie, Anthropologie
310 Statistik
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Freie Schlagwörter (Englisch):
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attrition , digital trace data , panel survey , privacy , respondent burden
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Abstract:
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Linking digital trace data to existing panel survey data may increase the overall analysis potential of the data. However, producing linked products often requires additional engagement from survey participants through consent or participation in additional tasks. Panel operators may worry that such additional requests may backfire and lead to lower panel retention, reducing the analysis potential of the data. To examine these concerns, we conducted an experiment in the German PASS panel survey after wave 11. Three quarters of panelists (n = 4,293) were invited to install a research app and to provide sensor data over a period of 6 months, while one quarter (n = 1,428) did not receive an invitation. We find that the request to install a smartphone app and share data significantly decreases panel retention in the wave immediately following the invitation by 3.3 percentage points. However, this effect wears off and is no longer significant in the second and third waves after the invitation. We conclude that researchers who run panel surveys have to take moderate negative effects on retention into account but that the potential gain likely outweighs these moderate losse.
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 | Dieser Eintrag ist Teil der Universitätsbibliographie. |
 Suche Autoren in
BASE:
Trappmann, Mark
;
Haas, Georg-Christoph
;
Malich, Sonja
;
Keusch, Florian
;
Bähr, Sebastian
;
Kreuter, Frauke
;
Schwarz, Stefan
Google Scholar:
Trappmann, Mark
;
Haas, Georg-Christoph
;
Malich, Sonja
;
Keusch, Florian
;
Bähr, Sebastian
;
Kreuter, Frauke
;
Schwarz, Stefan
ORCID:
Trappmann, Mark, Haas, Georg-Christoph, Malich, Sonja, Keusch, Florian  ORCID: https://orcid.org/0000-0003-1002-4092, Bähr, Sebastian, Kreuter, Frauke ORCID: https://orcid.org/0000-0002-7339-2645 and Schwarz, Stefan
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