[HTML][HTML] Conducting clinical research using crowdsourced convenience samples

J Chandler, D Shapiro - Annual review of clinical psychology, 2016 - annualreviews.org
Crowdsourcing has had a dramatic impact on the speed and scale at which scientific
research can be conducted. Clinical scientists have particularly benefited from readily …

An MTurk crisis? Shifts in data quality and the impact on study results

M Chmielewski, SC Kucker - Social Psychological and …, 2020 - journals.sagepub.com
Amazon's Mechanical Turk (MTurk) is arguably one of the most important research tools of
the past decade. The ability to rapidly collect large amounts of high-quality human subjects …

Artificial artificial artificial intelligence: Crowd workers widely use large language models for text production tasks

V Veselovsky, MH Ribeiro, R West - arXiv preprint arXiv:2306.07899, 2023 - arxiv.org
Large language models (LLMs) are remarkable data annotators. They can be used to
generate high-fidelity supervised training data, as well as survey and experimental data …

Monopsony in online labor markets

A Dube, J Jacobs, S Naidu, S Suri - American Economic Review …, 2020 - aeaweb.org
Despite the seemingly low switching and search costs of on-demand labor markets like
Amazon Mechanical Turk, we find substantial monopsony power, as measured by the …

Inside the Turk: Understanding Mechanical Turk as a participant pool

G Paolacci, J Chandler - Current directions in psychological …, 2014 - journals.sagepub.com
Mechanical Turk (MTurk), an online labor market created by Amazon, has recently become
popular among social scientists as a source of survey and experimental data. The workers …

[HTML][HTML] Conducting behavioral research on Amazon's Mechanical Turk

W Mason, S Suri - Behavior research methods, 2012 - Springer
Abstract Amazon's Mechanical Turk is an online labor market where requesters post jobs
and workers choose which jobs to do for pay. The central purpose of this article is to …

Engagement in online health communities: channel expansion and social exchanges

T Mirzaei, P Esmaeilzadeh - Information & Management, 2021 - Elsevier
This paper contributes to the discussion on patient engagement in online health
communities (OHCs) by integrating channel expansion and social exchange theories. Using …

Data collection in the digital age

ZR Steelman, BI Hammer, M Limayem - MIS quarterly, 2014 - JSTOR
Online crowdsourcing markets (OCM) are becoming more popular as a source for data
collection. In this paper, we examine the consistency of survey results across student …

The relationship between motivation, monetary compensation, and data quality among US-and India-based workers on Mechanical Turk

L Litman, J Robinson, C Rosenzweig - Behavior research methods, 2015 - Springer
In this study, we examined data quality among Amazon Mechanical Turk (MTurk) workers
based in India, and the effect of monetary compensation on their data quality. Recent studies …

Amazon Mechanical Turk: Gold mine or coal mine?

K Fort, G Adda, KB Cohen - Computational Linguistics, 2011 - hal.science
Recently heard at a tutorial in our field:“It cost me less than one hundred bucks to annotate
this using Amazon Mechanical Turk!” Assertions like this are increasingly common, but we …