Literature DB >> 29302882

Comparing Amazon's Mechanical Turk Platform to Conventional Data Collection Methods in the Health and Medical Research Literature.

Karoline Mortensen1, Taylor L Hughes2.   

Abstract

BACKGROUND: The goal of this article is to conduct an assessment of the peer-reviewed primary literature with study objectives to analyze Amazon.com 's Mechanical Turk (MTurk) as a research tool in a health services research and medical context.
METHODS: Searches of Google Scholar and PubMed databases were conducted in February 2017. We screened article titles and abstracts to identify relevant articles that compare data from MTurk samples in a health and medical context to another sample, expert opinion, or other gold standard. Full-text manuscript reviews were conducted for the 35 articles that met the study criteria.
RESULTS: The vast majority of the studies supported the use of MTurk for a variety of academic purposes. DISCUSSION: The literature overwhelmingly concludes that MTurk is an efficient, reliable, cost-effective tool for generating sample responses that are largely comparable to those collected via more conventional means. Caveats include survey responses may not be generalizable to the US population.

Keywords:  Alternate data sources; Amazon Mechanical Turk; Health and medical research; MTurk

Mesh:

Year:  2018        PMID: 29302882      PMCID: PMC5880761          DOI: 10.1007/s11606-017-4246-0

Source DB:  PubMed          Journal:  J Gen Intern Med        ISSN: 0884-8734            Impact factor:   5.128


  39 in total

1.  Crowdsourcing Assessment of Surgeon Dissection of Renal Artery and Vein During Robotic Partial Nephrectomy: A Novel Approach for Quantitative Assessment of Surgical Performance.

Authors:  Mary K Powers; Aaron Boonjindasup; Michael Pinsky; Philip Dorsey; Michael Maddox; Li-Ming Su; Matthew Gettman; Chandru P Sundaram; Erik P Castle; Jason Y Lee; Benjamin R Lee
Journal:  J Endourol       Date:  2015-12-30       Impact factor: 2.942

2.  Crowd-Sourced Assessment of Technical Skill: A Valid Method for Discriminating Basic Robotic Surgery Skills.

Authors:  Lee W White; Timothy M Kowalewski; Rodney Lee Dockter; Bryan Comstock; Blake Hannaford; Thomas S Lendvay
Journal:  J Endourol       Date:  2015-08-24       Impact factor: 2.942

3.  Reliability and validity of data obtained from alcohol, cannabis, and gambling populations on Amazon's Mechanical Turk.

Authors:  Hyoun S Kim; David C Hodgins
Journal:  Psychol Addict Behav       Date:  2016-11-28

4.  Using Amazon's Mechanical Turk website to measure accuracy of body size estimation and body dissatisfaction.

Authors:  Rick M Gardner; Dana L Brown; Russell Boice
Journal:  Body Image       Date:  2012-07-24

5.  Crowd-sourced assessment of surgical skills in cricothyrotomy procedure.

Authors:  Nava Aghdasi; Randall Bly; Lee W White; Blake Hannaford; Kris Moe; Thomas S Lendvay
Journal:  J Surg Res       Date:  2015-03-18       Impact factor: 2.192

6.  VARIATIONS IN RECRUITMENT YIELD, COSTS, SPEED AND PARTICIPANT DIVERSITY ACROSS INTERNET PLATFORMS IN A GLOBAL STUDY EXAMINING THE EFFICACY OF AN HIV/AIDS AND HIV TESTING ANIMATED AND LIVE-ACTION VIDEO AMONG ENGLISH- OR SPANISH-SPEAKING INTERNET OR SOCIAL MEDIA USERS.

Authors:  Winnie Shao; Wentao Guan; Melissa A Clark; Tao Liu; Claudia Santelices; Dharma E Cortés; Roland C Merchant
Journal:  Digit Cult Educ       Date:  2015-04-15

7.  Rapid grading of fundus photographs for diabetic retinopathy using crowdsourcing.

Authors:  Christopher J Brady; Andrea C Villanti; Jennifer L Pearson; Thomas R Kirchner; Omesh P Gupta; Chirag P Shah
Journal:  J Med Internet Res       Date:  2014-10-30       Impact factor: 5.428

8.  The Accuracy and Reliability of Crowdsource Annotations of Digital Retinal Images.

Authors:  Danny Mitry; Kris Zutis; Baljean Dhillon; Tunde Peto; Shabina Hayat; Kay-Tee Khaw; James E Morgan; Wendy Moncur; Emanuele Trucco; Paul J Foster
Journal:  Transl Vis Sci Technol       Date:  2016-09-21       Impact factor: 3.283

9.  Crowdsourcing participatory evaluation of medical pictograms using Amazon Mechanical Turk.

Authors:  Bei Yu; Matt Willis; Peiyuan Sun; Jun Wang
Journal:  J Med Internet Res       Date:  2013-06-03       Impact factor: 5.428

10.  Use of Mechanical Turk as a MapReduce Framework for Macular OCT Segmentation.

Authors:  Aaron Y Lee; Cecilia S Lee; Pearse A Keane; Adnan Tufail
Journal:  J Ophthalmol       Date:  2016-05-11       Impact factor: 1.909

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  74 in total

1.  Young adult dual combusted cigarette and e-cigarette users' anticipated responses to a nicotine reduction policy and menthol ban in combusted cigarettes.

Authors:  Lauren R Pacek; Jason A Oliver; Maggie M Sweitzer; F Joseph McClernon
Journal:  Drug Alcohol Depend       Date:  2018-10-26       Impact factor: 4.492

2.  Does Gambling Identity Predict Unique Variance in Negative Gambling-Related Outcomes: An Examination of Direct and Interactive Associations.

Authors:  Kevin S Montes
Journal:  J Gambl Stud       Date:  2020-12

3.  The Influence of Cost Information on Treatment Choice: A Mixed-Methods Study.

Authors:  Thompson Zhuang; Joost T P Kortlever; Lauren M Shapiro; Laurence Baker; Alex H S Harris; Robin N Kamal
Journal:  J Hand Surg Am       Date:  2020-07-25       Impact factor: 2.230

4.  Driving/riding after alcohol and marijuana use among young adults: Is residing with family protective?

Authors:  Kaylin M Greene; Amanda M Hedstrom; Samuel T Murphy
Journal:  Traffic Inj Prev       Date:  2019-08-13       Impact factor: 1.491

5.  Individuals with Chronic Pain Who Misuse Prescription Opioids Report Sex-Based Differences in Pain and Opioid Withdrawal.

Authors:  Andrew S Huhn; D Andrew Tompkins; Claudia M Campbell; Kelly E Dunn
Journal:  Pain Med       Date:  2019-10-01       Impact factor: 3.750

6.  The Effect of Shared Decisionmaking on Patients' Likelihood of Filing a Complaint or Lawsuit: A Simulation Study.

Authors:  Elizabeth M Schoenfeld; Shelby Mader; Connor Houghton; Robert Wenger; Marc A Probst; David A Schoenfeld; Peter K Lindenauer; Kathleen M Mazor
Journal:  Ann Emerg Med       Date:  2019-01-03       Impact factor: 5.721

7.  Mechanical Turk data collection in addiction research: utility, concerns and best practices.

Authors:  Alexandra M Mellis; Warren K Bickel
Journal:  Addiction       Date:  2020-03-24       Impact factor: 6.526

8.  Young adult dual combusted cigarette and e-cigarette users' anticipated responses to hypothetical e-cigarette market restrictions.

Authors:  Lauren R Pacek; Olga Rass; Maggie M Sweitzer; Jason A Oliver; F Joseph McClernon
Journal:  Subst Use Misuse       Date:  2019-07-15       Impact factor: 2.164

9.  Negative association of perceived risk and willingness to participate in innovative psychiatric research protocols.

Authors:  Tenzin Tsungmey; Jane Paik Kim; Laura B Dunn; Katie Ryan; Kyle Lane-McKinley; Laura Weiss Roberts
Journal:  J Psychiatr Res       Date:  2019-12-18       Impact factor: 4.791

10.  Crowdsourced analysis of factors and misconceptions associated with parental willingness to donate their child's organs.

Authors:  Amy H Jones; Marni B Jacobs; Tessie W October
Journal:  Pediatr Transplant       Date:  2019-10-28
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