MTurk research: Review and recommendations

H Aguinis, I Villamor, RS Ramani - Journal of Management, 2021 - journals.sagepub.com
The use of Amazon's Mechanical Turk (MTurk) in management research has increased over
2,117% in recent years, from 6 papers in 2012 to 133 in 2019. Among scholars, though …

A review of experiments in tourism and hospitality

G Viglia, S Dolnicar - Annals of Tourism Research, 2020 - Elsevier
Well-designed and executed experiments prove cause-and-effect relationships. The ability
to draw causal conclusions is critical to knowledge development in any field of research. In …

Gorilla in our midst: An online behavioral experiment builder

AL Anwyl-Irvine, J Massonnié, A Flitton… - Behavior research …, 2020 - Springer
Behavioral researchers are increasingly conducting their studies online, to gain access to
large and diverse samples that would be difficult to get in a laboratory environment …

[HTML][HTML] Prolific. ac—A subject pool for online experiments

S Palan, C Schitter - Journal of behavioral and experimental finance, 2018 - Elsevier
The number of online experiments conducted with subjects recruited via online platforms
has grown considerably in the recent past. While one commercial crowdworking platform …

The effect of face masks and sunglasses on identity and expression recognition with super-recognizers and typical observers

E Noyes, JP Davis, N Petrov… - Royal Society open …, 2021 - royalsocietypublishing.org
Face masks present a new challenge to face identification (here matching) and emotion
recognition in Western cultures. Here, we present the results of three experiments that test …

The unreasonable effectiveness of deep features as a perceptual metric

R Zhang, P Isola, AA Efros… - Proceedings of the …, 2018 - openaccess.thecvf.com
While it is nearly effortless for humans to quickly assess the perceptual similarity between
two images, the underlying processes are thought to be quite complex. Despite this, the …

Large-scale analysis of test–retest reliabilities of self-regulation measures

AZ Enkavi, IW Eisenberg, PG Bissett… - Proceedings of the …, 2019 - National Acad Sciences
The ability to regulate behavior in service of long-term goals is a widely studied
psychological construct known as self-regulation. This wide interest is in part due to the …

From patches to pictures (PaQ-2-PiQ): Mapping the perceptual space of picture quality

Z Ying, H Niu, P Gupta, D Mahajan… - Proceedings of the …, 2020 - openaccess.thecvf.com
Blind or no-reference (NR) perceptual picture quality prediction is a difficult, unsolved
problem of great consequence to the social and streaming media industries that impacts …

Validity and Mechanical Turk: An assessment of exclusion methods and interactive experiments

KA Thomas, S Clifford - Computers in Human Behavior, 2017 - Elsevier
Social science researchers increasingly recruit participants through Amazon's Mechanical
Turk (MTurk) platform. Yet, the physical isolation of MTurk participants, and perceived lack of …

An analysis of data quality: Professional panels, student subject pools, and Amazon's Mechanical Turk

J Kees, C Berry, S Burton, K Sheehan - Journal of advertising, 2017 - Taylor & Francis
Data collection using Internet-based samples has become increasingly popular in many
social science disciplines, including advertising. This research examines whether one …