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Correlating Self-Report and Trace Data Measures of Incivility: A Proof of Concept
[Zeitschriftenartikel]
Abstract This study correlated self-report and trace data measures of political incivility. Specifically, we asked respondents to provide estimates of the degree to which they engage in uncivil political communication online. These estimates were then compared to computational measures of uncivil social medi... mehr
This study correlated self-report and trace data measures of political incivility. Specifically, we asked respondents to provide estimates of the degree to which they engage in uncivil political communication online. These estimates were then compared to computational measures of uncivil social media discussion behavior. The results indicated that those who self-disclose uncivil online behavior also tend to generate content on social media that is uncivil as identified by Google's Perspective application programming interface. Taken as a whole, this work suggests that combining self-report and behavioral trace data may be a fruitful means of developing multimethod measures of complex communication behaviors.... weniger
Thesaurusschlagwörter
Online-Medien; Soziale Medien; Kommunikationsverhalten; politische Kommunikation; Sprachgebrauch; Hass; Datengewinnung; Algorithmus; Facebook; Twitter; Psychometrie
Klassifikation
interaktive, elektronische Medien
Sozialpsychologie
Erhebungstechniken und Analysetechniken der Sozialwissenschaften
Freie Schlagwörter
computational social sciences; incivility; political discussion; survey; toxicity
Sprache Dokument
Englisch
Publikationsjahr
2020
Seitenangabe
S. 584-599
Zeitschriftentitel
Social Science Computer Review, 38 (2020) 5
DOI
https://doi.org/10.1177/0894439318814241
ISSN
1552-8286
Status
Veröffentlichungsversion; begutachtet (peer reviewed)
Lizenz
Deposit Licence - Keine Weiterverbreitung, keine Bearbeitung