Experimental Methods for Measuring Social Networks without Censoring

IF 3.2 Q1 POLITICAL SCIENCE Journal of Experimental Political Science Pub Date : 2023-09-18 DOI:10.1017/xps.2023.23
Rebecca Morton, Eleonora Patacchini, Paolo Pin, Jonathan Rogers, Tanya Rosenblat
{"title":"Experimental Methods for Measuring Social Networks without Censoring","authors":"Rebecca Morton, Eleonora Patacchini, Paolo Pin, Jonathan Rogers, Tanya Rosenblat","doi":"10.1017/xps.2023.23","DOIUrl":null,"url":null,"abstract":"Abstract We elicit social networks among students in an Italian high school either by measuring the complete network in an incentive-compatible way or by using a truncated elicitation of at most five links. We find that truncation undercounts weak links by up to 90% but only moderately undercounts the time spent with strong friends. We use simulations to demonstrate that the measurement error induced by censoring might be particularly significant when studying phenomena such as social learning which are often thought to operate along weak ties. We then discuss how a modified network elicitation protocol might be able to reduce measurement error.","PeriodicalId":37558,"journal":{"name":"Journal of Experimental Political Science","volume":"170 1","pages":"0"},"PeriodicalIF":3.2000,"publicationDate":"2023-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Experimental Political Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1017/xps.2023.23","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"POLITICAL SCIENCE","Score":null,"Total":0}
引用次数: 0

Abstract

Abstract We elicit social networks among students in an Italian high school either by measuring the complete network in an incentive-compatible way or by using a truncated elicitation of at most five links. We find that truncation undercounts weak links by up to 90% but only moderately undercounts the time spent with strong friends. We use simulations to demonstrate that the measurement error induced by censoring might be particularly significant when studying phenomena such as social learning which are often thought to operate along weak ties. We then discuss how a modified network elicitation protocol might be able to reduce measurement error.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
没有审查的社会网络测量的实验方法
摘要:我们通过以激励兼容的方式测量完整的网络或使用最多五个链接的截断引出,在意大利高中学生中引出社会网络。我们发现截断低估了高达90%的弱联系,但只适度低估了与强朋友在一起的时间。我们使用模拟来证明,在研究社会学习等通常被认为是沿弱关系运行的现象时,由审查引起的测量误差可能特别显著。然后,我们讨论了修改后的网络激发协议如何能够减少测量误差。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Journal of Experimental Political Science
Journal of Experimental Political Science Social Sciences-Sociology and Political Science
CiteScore
5.10
自引率
8.30%
发文量
25
期刊介绍: The Journal of Experimental Political Science (JEPS) features cutting-edge research that utilizes experimental methods or experimental reasoning based on naturally occurring data. We define experimental methods broadly: research featuring random (or quasi-random) assignment of subjects to different treatments in an effort to isolate causal relationships in the sphere of politics. JEPS embraces all of the different types of experiments carried out as part of political science research, including survey experiments, laboratory experiments, field experiments, lab experiments in the field, natural and neurological experiments. We invite authors to submit concise articles (around 4000 words or fewer) that immediately address the subject of the research. We do not require lengthy explanations regarding and justifications of the experimental method. Nor do we expect extensive literature reviews of pros and cons of the methodological approaches involved in the experiment unless the goal of the article is to explore these methodological issues. We expect readers to be familiar with experimental methods and therefore to not need pages of literature reviews to be convinced that experimental methods are a legitimate methodological approach. We will consider longer articles in rare, but appropriate cases, as in the following examples: when a new experimental method or approach is being introduced and discussed or when novel theoretical results are being evaluated through experimentation. Finally, we strongly encourage authors to submit manuscripts that showcase informative null findings or inconsistent results from well-designed, executed, and analyzed experiments.
期刊最新文献
Combating Hateful Attitudes and Online Browsing Behavior: The Case of Antisemitism Inaccurate forecasting of a randomized controlled trial Discussion and Fairness in a Laboratory Voting Experiment – ADDENDUM Testing the Effect of Information on Discerning the Veracity of News in Real Time (How) Do Information Campaigns Influence Migration Decisions?
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1