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 …

The science of visual data communication: What works

SL Franconeri, LM Padilla, P Shah… - … Science in the …, 2021 - journals.sagepub.com
Effectively designed data visualizations allow viewers to use their powerful visual systems to
understand patterns in data across science, education, health, and public policy. But …

[KNJIGA][B] Interactive web-based data visualization with R, plotly, and shiny

C Sievert - 2020 - taylorfrancis.com
The richly illustrated Interactive Web-Based Data Visualization with R, plotly, and shiny
focuses on the process of programming interactive web graphics for multidimensional data …

Formalizing visualization design knowledge as constraints: Actionable and extensible models in draco

D Moritz, C Wang, GL Nelson, H Lin… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
There exists a gap between visualization design guidelines and their application in
visualization tools. While empirical studies can provide design guidance, we lack a formal …

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 …

[KNJIGA][B] Visualization analysis and design

T Munzner - 2014 - books.google.com
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design
provides a systematic, comprehensive framework for thinking about visualization in terms of …

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 …

UpSet: visualization of intersecting sets

A Lex, N Gehlenborg, H Strobelt… - IEEE transactions on …, 2014 - ieeexplore.ieee.org
Understanding relationships between sets is an important analysis task that has received
widespread attention in the visualization community. The major challenge in this context is …

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 …

Quality control in crowdsourcing: A survey of quality attributes, assessment techniques, and assurance actions

F Daniel, P Kucherbaev, C Cappiello… - ACM Computing …, 2018 - dl.acm.org
Crowdsourcing enables one to leverage on the intelligence and wisdom of potentially large
groups of individuals toward solving problems. Common problems approached with …