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 …

Data, measurement, and causal inferences in machine learning: opportunities and challenges for marketing

JF Hair Jr, M Sarstedt - Journal of Marketing Theory and Practice, 2021 - Taylor & Francis
The emergence of digital data and the methods used to analyze them are revolutionizing
marketing research. The vast quantity of data offers marketing researchers countless …

Identifying influencers on social media

P Harrigan, TM Daly, K Coussement, JA Lee… - International Journal of …, 2021 - Elsevier
The increased availability of social media big data has created a unique challenge for
marketing decision-makers; turning this data into useful information. One of the significant …

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 …

[HTML][HTML] Hesitancy toward a COVID-19 vaccine

L Thunström, M Ashworth, D Finnoff, SC Newbold - Ecohealth, 2021 - Springer
The scientific community has come together in a mass mobilization to combat the public
health risks of COVID-19, including efforts to develop a vaccine. However, the success of …

A tale of two sample sources: Do results from online panel data and conventional data converge?

SL Walter, SE Seibert, D Goering… - Journal of Business and …, 2019 - Springer
Samples drawn from commercial online panel data (OPD) are becoming more prevalent in
applied psychology research, but they remain controversial due to concerns with data …

Manipulating and measuring model interpretability

F Poursabzi-Sangdeh, DG Goldstein… - Proceedings of the …, 2021 - dl.acm.org
With machine learning models being increasingly used to aid decision making even in high-
stakes domains, there has been a growing interest in developing interpretable models …

The value of online surveys: A look back and a look ahead

JR Evans, A Mathur - Internet research, 2018 - emerald.com
Purpose The purpose of this paper is to present a detailed and critical look at the evolution
of online survey research since Evans and Mathur's (2005) article on the value of online …

How 3D virtual reality stores can shape consumer purchase decisions: The roles of informativeness and playfulness

HJ Kang, J Shin, K Ponto - Journal of Interactive Marketing, 2020 - journals.sagepub.com
The recent rise of consumer virtual reality (VR) hardware raises important questions in the
field of online marketing: what makes 3D VR more informative and playful than conventional …

Common concerns with MTurk as a participant pool: Evidence and solutions

D Hauser, G Paolacci, J Chandler - Handbook of research …, 2019 - taylorfrancis.com
This chapter discusses common concerns that researchers have with Mechanical Turk
(MTurk), reviewing the evidence that bears upon each concern. It suggests that readers are …