Literature DB >> 29130029

Turking Overtime: How Participant Characteristics and Behavior Vary Over Time and Day on Amazon Mechanical Turk.

Antonio A Arechar1, Gordon Kraft-Todd1, David G Rand1,2,3.   

Abstract

Online experiments allow researchers to collect datasets at times not typical of laboratory studies. We recruit 2,336 participants from Amazon Mechanical Turk to examine if participant characteristics and behaviors differ depending on whether the experiment is conducted during the day versus night, and on weekdays versus weekends. Participants make incentivized decisions involving prosociality, punishment, and discounting, and complete a demographic and personality survey. We find no time or day differences in behavior, but do find that participants at nights and on weekends are less experienced with online studies; on weekends are less reflective; and at night are less conscientious and more neurotic. These results are largely robust to finer grained measures of time and day. We also find that those who participated earlier in the course of the study are more experienced, reflective, and agreeable, but less charitable than later participants.

Entities:  

Keywords:  C80; C90; cooperation; decision-making; honesty; mturk; self-control; time of day

Year:  2017        PMID: 29130029      PMCID: PMC5675003          DOI: 10.1007/s40881-017-0035-0

Source DB:  PubMed          Journal:  J Econ Sci Assoc


  10 in total

1.  The morning morality effect: the influence of time of day on unethical behavior.

Authors:  Maryam Kouchaki; Isaac H Smith
Journal:  Psychol Sci       Date:  2013-10-28

Review 2.  The promise of Mechanical Turk: how online labor markets can help theorists run behavioral experiments.

Authors:  David G Rand
Journal:  J Theor Biol       Date:  2011-03-12       Impact factor: 2.691

3.  Using Nonnaive Participants Can Reduce Effect Sizes.

Authors:  Jesse Chandler; Gabriele Paolacci; Eyal Peer; Pam Mueller; Kate A Ratliff
Journal:  Psychol Sci       Date:  2015-06-10

4.  The morality of larks and owls: unethical behavior depends on chronotype as well as time of day.

Authors:  Brian C Gunia; Christopher M Barnes; Sunita Sah
Journal:  Psychol Sci       Date:  2014-10-06

5.  Social heuristics shape intuitive cooperation.

Authors:  David G Rand; Alexander Peysakhovich; Gordon T Kraft-Todd; George E Newman; Owen Wurzbacher; Martin A Nowak; Joshua D Greene
Journal:  Nat Commun       Date:  2014-04-22       Impact factor: 14.919

6.  Divine intuition: cognitive style influences belief in God.

Authors:  Amitai Shenhav; David G Rand; Joshua D Greene
Journal:  J Exp Psychol Gen       Date:  2011-09-19

7.  From good institutions to generous citizens: Top-down incentives to cooperate promote subsequent prosociality but not norm enforcement.

Authors:  Michael N Stagnaro; Antonio A Arechar; David G Rand
Journal:  Cognition       Date:  2017-02-27

8.  Heroin addicts have higher discount rates for delayed rewards than non-drug-using controls.

Authors:  K N Kirby; N M Petry; W K Bickel
Journal:  J Exp Psychol Gen       Date:  1999-03

9.  Economic games on the internet: the effect of $1 stakes.

Authors:  Ofra Amir; David G Rand; Ya'akov Kobi Gal
Journal:  PLoS One       Date:  2012-02-21       Impact factor: 3.240

10.  Heuristics guide the implementation of social preferences in one-shot Prisoner's Dilemma experiments.

Authors:  Valerio Capraro; Jillian J Jordan; David G Rand
Journal:  Sci Rep       Date:  2014-10-28       Impact factor: 4.379

  10 in total
  7 in total

1.  Experimental evolutionary simulations of learning, memory and life history.

Authors:  Thomas J H Morgan; Jordan W Suchow; Thomas L Griffiths
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2020-06-01       Impact factor: 6.237

2.  The impact of public health messaging and personal experience on the acceptance of mask wearing during the COVID-19 pandemic.

Authors:  Todd L Cherry; Alexander G James; James Murphy
Journal:  J Econ Behav Organ       Date:  2021-05-11

3.  Minimal impact of consolidation on learned switch-readiness.

Authors:  Christina Bejjani; Audrey Siqi-Liu; Tobias Egner
Journal:  J Exp Psychol Learn Mem Cogn       Date:  2021-10-25       Impact factor: 3.051

4.  Extending the Cooperative Phenotype: Assessing the Stability of Cooperation across Countries.

Authors:  Amanda G Reigstad; Eirik A Strømland; Gustav Tinghög
Journal:  Front Psychol       Date:  2017-11-15

5.  The impact of reimbursement negotiations on cost and availability of new pharmaceuticals: evidence from an online experiment.

Authors:  Dominik J Wettstein; Stefan Boes
Journal:  Health Econ Rev       Date:  2020-05-21

6.  Assessing social preferences in reimbursement negotiations for new Pharmaceuticals in Oncology: an experimental design to analyse willingness to pay and willingness to accept.

Authors:  Dominik J Wettstein; Stefan Boes
Journal:  BMC Health Serv Res       Date:  2021-03-16       Impact factor: 2.655

7.  Self-reported willingness to share political news articles in online surveys correlates with actual sharing on Twitter.

Authors:  Mohsen Mosleh; Gordon Pennycook; David G Rand
Journal:  PLoS One       Date:  2020-02-10       Impact factor: 3.240

  7 in total

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