众包智能研究参与者:学生与MTurk的比较

IF 0.7 Q4 BUSINESS, FINANCE Behavioral Research in Accounting Pub Date : 2018-12-01 DOI:10.2308/BRIA-52340
Steve Buchheit, Derek Dalton, Troy Pollard, Shane R. Stinson
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引用次数: 20

摘要

近年来,使用在线工作者作为研究参与者的情况有所增加,这促使人们对在线工作者与传统会计研究参与者的比较产生了兴趣。到目前为止,还没有研究将网络工作者和学生的相对智力进行比较。鉴于会计学生相对于在线科目池的同质性,以及先前的研究表明会计学生具有相对较高的分析能力,这种比较对行为会计研究人员可能很重要。虽然研究生在普通智力测试和两项相当复杂的任务上的表现都优于本科生和MTurk参与者,但我们发现MTurk参与者的表现与会计学本科生相似。总的来说,我们的结果提供了增量保证,MTurk参与者是合适的科目时,会计专业知识不是明确要求。我们也提供证据,筛选MTurk工人的智力得分可能有利于研究人员需要参与者具有相对较高的认知能力。
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Crowdsourcing Intelligent Research Participants: A Student versus MTurk Comparison
The use of online workers as research participants has grown in recent years, prompting interest in how online workers compare to traditional accounting research participants. To date, no study has compared the relative intelligence of online workers to student subjects. Such a comparison may be important to behavioral accounting researchers given the homogeneity of accounting students relative to online subject pools and given prior research suggesting accounting students have relatively high analytic ability. While graduate students outperform both undergraduate and MTurk participants on common intelligence tests and across two reasonably complex tasks, we find that MTurk participants perform similarly to undergraduate accounting students. Overall, our results provide incremental assurance that MTurk participants are suitable subjects when accounting expertise is not explicitly required. We also provide evidence that screening MTurk workers on intelligence scores may benefit researchers who require participants with relatively high cognitive ability.
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来源期刊
CiteScore
3.70
自引率
4.80%
发文量
11
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