{"title":"最近的事件和跨国指标的编码","authors":"Nils B. Weidmann","doi":"10.1177/00104140231193006","DOIUrl":null,"url":null,"abstract":"Much research in political science relies on datasets produced by human coders. Many variables included in these datasets are not based on observable facts but rather require a considerable level of human judgment. This project studies the extent to which this judgment is affected by availability bias and how it influences the retrospective coding of historic cases. The analysis uses coder-level data from the V-Dem project, one of the few datasets collecting and releasing codings tagged with timestamps when they were produced. The results show that recent dramatic events in a country just prior to the coding have a small, but visible impact on coder ratings, but primarily for those variables that are directly related to the observed events. The magnitude of this effect, however, is small. This alleviates concerns that prominent events in world politics around the time of coding significantly affect the reliability of cross-national indicators.","PeriodicalId":10600,"journal":{"name":"Comparative Political Studies","volume":" ","pages":""},"PeriodicalIF":4.2000,"publicationDate":"2023-08-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Recent Events and the Coding of Cross-National Indicators\",\"authors\":\"Nils B. Weidmann\",\"doi\":\"10.1177/00104140231193006\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Much research in political science relies on datasets produced by human coders. Many variables included in these datasets are not based on observable facts but rather require a considerable level of human judgment. This project studies the extent to which this judgment is affected by availability bias and how it influences the retrospective coding of historic cases. The analysis uses coder-level data from the V-Dem project, one of the few datasets collecting and releasing codings tagged with timestamps when they were produced. The results show that recent dramatic events in a country just prior to the coding have a small, but visible impact on coder ratings, but primarily for those variables that are directly related to the observed events. The magnitude of this effect, however, is small. This alleviates concerns that prominent events in world politics around the time of coding significantly affect the reliability of cross-national indicators.\",\"PeriodicalId\":10600,\"journal\":{\"name\":\"Comparative Political Studies\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":4.2000,\"publicationDate\":\"2023-08-08\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Comparative Political Studies\",\"FirstCategoryId\":\"90\",\"ListUrlMain\":\"https://doi.org/10.1177/00104140231193006\",\"RegionNum\":1,\"RegionCategory\":\"社会学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"POLITICAL SCIENCE\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Comparative Political Studies","FirstCategoryId":"90","ListUrlMain":"https://doi.org/10.1177/00104140231193006","RegionNum":1,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"POLITICAL SCIENCE","Score":null,"Total":0}
Recent Events and the Coding of Cross-National Indicators
Much research in political science relies on datasets produced by human coders. Many variables included in these datasets are not based on observable facts but rather require a considerable level of human judgment. This project studies the extent to which this judgment is affected by availability bias and how it influences the retrospective coding of historic cases. The analysis uses coder-level data from the V-Dem project, one of the few datasets collecting and releasing codings tagged with timestamps when they were produced. The results show that recent dramatic events in a country just prior to the coding have a small, but visible impact on coder ratings, but primarily for those variables that are directly related to the observed events. The magnitude of this effect, however, is small. This alleviates concerns that prominent events in world politics around the time of coding significantly affect the reliability of cross-national indicators.
期刊介绍:
Comparative Political Studies is a journal of social and political science which publishes scholarly work on comparative politics at both the cross-national and intra-national levels. We are particularly interested in articles which have an innovative theoretical argument and are based on sound and original empirical research. We also encourage submissions about comparative methodology, particularly when methodological arguments are closely linked with substantive issues in the field.