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 …

Innovations in sampling: Improving the appropriateness and quality of samples in organizational research

MJ Zickar, MG Keith - Annual Review of Organizational …, 2023 - annualreviews.org
Technology has changed the way that organizational researchers obtain participants for
their research studies. Although technology has facilitated the collection of large quantities …

Edge: Editable dance generation from music

J Tseng, R Castellon, K Liu - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Dance is an important human art form, but creating new dances can be difficult and time-
consuming. In this work, we introduce Editable Dance GEneration (EDGE), a state-of-the-art …

Toward verifiable and reproducible human evaluation for text-to-image generation

M Otani, R Togashi, Y Sawai… - Proceedings of the …, 2023 - openaccess.thecvf.com
Human evaluation is critical for validating the performance of text-to-image generative
models, as this highly cognitive process requires deep comprehension of text and images …

Data collection via online platforms: Challenges and recommendations for future research

A Newman, YL Bavik, M Mount, B Shao - Applied Psychology, 2021 - Wiley Online Library
Online platforms such as Amazon's Mechanical Turk (MTurk) are increasingly used by
researchers to collect survey and experimental data. Yet, such platforms often represent a …

Social psychological measurements of COVID-19: Coronavirus perceived threat, government response, impacts, and experiences questionnaires

Major journals have sounded the call for social psychologists to do research on the novel
Coronavirus (COVID-19). Such research is only as good as the measurements used. Across …

[HTML][HTML] Threats of bots and other bad actors to data quality following research participant recruitment through social media: Cross-sectional questionnaire

R Pozzar, MJ Hammer, M Underhill-Blazey… - Journal of medical …, 2020 - jmir.org
Background Recruitment of health research participants through social media is becoming
more common. In the United States, 80% of adults use at least one social media platform …

Validating the demographic, political, psychological, and experimental results obtained from a new source of online survey respondents

A Coppock, OA McClellan - Research & politics, 2019 - journals.sagepub.com
Researchers have increasingly turned to online convenience samples as sources of survey
responses that are easy and inexpensive to collect. As reliance on these sources has grown …

Evaluating CloudResearch's Approved Group as a solution for problematic data quality on MTurk

DJ Hauser, AJ Moss, C Rosenzweig, SN Jaffe… - Behavior Research …, 2023 - Springer
Maintaining data quality on Amazon Mechanical Turk (MTurk) has always been a concern
for researchers. These concerns have grown recently due to the bot crisis of 2018 and …

Quality control questions on Amazon's Mechanical Turk (MTurk): A randomized trial of impact on the USAUDIT, PHQ-9, and GAD-7

J Agley, Y Xiao, R Nolan, L Golzarri-Arroyo - Behavior research methods, 2022 - Springer
Crowdsourced psychological and other biobehavioral research using platforms like
Amazon's Mechanical Turk (MTurk) is increasingly common–but has proliferated more …