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Swapping bricks for clicks: Crowdsourcing longitudinal data on Amazon Turk

机译:交换点击砖块:在Amazon Turk上众包纵向数据

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摘要

Locating reliable sources of generalizable longitudinal data is an extremely important issue for business research. The aim of this paper was to empirically verify that crowdsourcing can be used to source longitudinal samples. Specifically, three studies assess reliability of the Amazon Mechanical Turk Marketplace (MTurk). All three studies demonstrate that MTurk is a reliable, inexpensive source for generalizable longitudinal data. Study 1 (n = 752) examines the two-month re-response rate (study 1, n = 752; 75%) of a US MTurk sample. Study 2 (n = 373) investigates the four- and eight-month re-response rate (56 and 38%, respectively) of a US immigrant sample. Study 3 examines the thirteen-month re-response rate (47%). Each study demonstrates minimal non-response biases and longitudinal response consistency, in terms of both demographics and personality traits. This study also independently verifies the accuracy of self-report state of residence for 94% of the participants. (C) 2015 Elsevier Inc. All rights reserved.
机译:找到可推广的纵向数据的可靠来源对于业务研究而言是极为重要的问题。本文的目的是凭经验验证众包可用于获取纵向样本。具体来说,三项研究评估了Amazon Mechanical Turk市场(MTurk)的可靠性。所有这三项研究表明,MTurk是可用于广义纵向数据的可靠,廉价的资源。研究1(n = 752)检验了US MTurk样本的两个月响应率(研究1,n = 752; 75%)。研究2(n = 373)调查了美国移民样本的四个月和八个月的回复率(分别为56%和38%)。研究3检验了13个月的回应率(47%)。每项研究均从人口统计学和人格特征两个方面证明了最小的无应答偏差和纵向应答一致性。这项研究还独立验证了94%的参与者自我报告居住状态的准确性。 (C)2015 Elsevier Inc.保留所有权利。

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