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Validity Assessment of a Machine-Coded Event Data Set for the Middle East, 1982-92

Bibliographic Data

ID6230145
AuthorsPhilip A Schrodt (0000-0003-3495-4198, University of Kansas), Deborah J Gerner (University of Kansas)
Year1994
Volume38
Issue3
Pages825
Publication date1994-08-01
Peer ReviewedYes
Open AccessNo
TypeARTICLE
VenueAmerican Journal of Political Science (JOURNAL)
Journal identifiersISSN: 0092-5853 • E-ISSN: 1540-5907
PublisherJSTOR (PUBLISHER)
DOI10.2307/2111609
OpenAlexW2016483048
LanguageEN
Citations received72
References cited11

This paper is a study of the validity of a machine-coded event data series for six Middle Eastern actors and the United States. The series is based on Reuters newswire story leads coded into the WEIS categories. The face validity of the data is assessed by examining the monthly net cooperation scores based on Goldstein's (1992) scale in comparison to narrative accounts of the interactions between the actors; the event data series clearly shows the major patterns of political interaction. The machinecoded data are also compared to a human-coded WEIS data set based on the The New York Times and Los Angeles Times. Almost all dyads show a statistically significant correlation between the number of events reported by the two series, as well as the number of cooperative events. About half of the dyads show significant correlation in net cooperation and the number of conflictual events; many of these differences appear to be due to the higher density of events in Reuters. Finally, the machine-coded and WEIS data sets are used in two statistical time series studies and are shown to produce generally comparable results. Validity Assessment... 2

Cartography · Correlation · Data series · Data set · Econometrics · Event (particle physics · Face validity · Geography · Narrative · Physics · Psychometrics · Scale (ratio · Series (stratigraphy · Set (abstract data type · Statistics · Artificial Intelligence · Computer Science · Cultural Differences and Values · Mathematics · Psychology · Social Capital and Networks · Terrorism, Counterterrorism, and Political Violence

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  • International Conflict Mediation

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  • The Early Warning of Humanitarian Disasters

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  • The statistical characteristics of event data

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    Open Access•Christopher Sprecher, Karl Derouen•Journal of Conflict Resolution•2002

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    Open Access•Nils B Weidmann•Journal of Conflict Resolution•2015

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    Open Access•Philip A Schrodt, Deborah J Gerner•Journal of Conflict Resolution•1997

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Unique citing works72
Citations per year2,25
Citation span1994 - 2025 (32)
Citation velocityrecent
Highly citedNo
Citation typesNeutral: 71

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