IDEAS home Printed from https://ideas.repec.org/a/eee/jbrese/v68y2015i12p2603-2609.html

Swapping bricks for clicks: Crowdsourcing longitudinal data on Amazon Turk

Author

Listed:
  • Daly, Timothy M.
  • Nataraajan, Rajan

Abstract

Locating reliable sources of generalizable longitudinal data is an extremely important issue for business research. The aim of this paper was to empirically verify that crowdsourcing can be used to source longitudinal samples. Specifically, three studies assess reliability of the Amazon Mechanical Turk Marketplace (MTurk). All three studies demonstrate that MTurk is a reliable, inexpensive source for generalizable longitudinal data. Study 1 (n=752) examines the two-month re-response rate (study 1, n=752; 75%) of a US MTurk sample. Study 2 (n=373) investigates the four- and eight-month re-response rate (56 and 38%, respectively) of a US immigrant sample. Study 3 examines the thirteen-month re-response rate (47%). Each study demonstrates minimal non-response biases and longitudinal response consistency, in terms of both demographics and personality traits. This study also independently verifies the accuracy of self-report state of residence for 94% of the participants.

Suggested Citation

  • Daly, Timothy M. & Nataraajan, Rajan, 2015. "Swapping bricks for clicks: Crowdsourcing longitudinal data on Amazon Turk," Journal of Business Research, Elsevier, vol. 68(12), pages 2603-2609.
  • Handle: RePEc:eee:jbrese:v:68:y:2015:i:12:p:2603-2609
    DOI: 10.1016/j.jbusres.2015.05.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0148296315001903
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jbusres.2015.05.001?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Swimberghe, Krist R. & Astakhova, Marina & Wooldridge, Barbara Ross, 2014. "A new dualistic approach to brand passion: Harmonious and obsessive," Journal of Business Research, Elsevier, vol. 67(12), pages 2657-2665.
    2. Skarmeas, Dionysis & Leonidou, Constantinos N., 2013. "When consumers doubt, Watch out! The role of CSR skepticism," Journal of Business Research, Elsevier, vol. 66(10), pages 1831-1838.
    3. Baldus, Brian J. & Voorhees, Clay & Calantone, Roger, 2015. "Online brand community engagement: Scale development and validation," Journal of Business Research, Elsevier, vol. 68(5), pages 978-985.
    4. Gabriele Paolacci & Jesse Chandler & Panagiotis G. Ipeirotis, 2010. "Running experiments on Amazon Mechanical Turk," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 5(5), pages 411-419, August.
    5. Fast, Nathanael J. & Sivanathan, Niro & Mayer, Nicole D. & Galinsky, Adam D., 2012. "Power and overconfident decision-making," Organizational Behavior and Human Decision Processes, Elsevier, vol. 117(2), pages 249-260.
    6. Dawes, John & Meyer-Waarden, Lars & Driesener, Carl, 2015. "Has brand loyalty declined? A longitudinal analysis of repeat purchase behavior in the UK and the USA," Journal of Business Research, Elsevier, vol. 68(2), pages 425-432.
    7. Xia, Lan & Kukar-Kinney, Monika, 2014. "For our valued customers only: Examining consumer responses to preferential treatment practices," Journal of Business Research, Elsevier, vol. 67(11), pages 2368-2375.
    8. Paolacci, Gabriele & Chandler, Jesse & Ipeirotis, Panagiotis G., 2010. "Running experiments on Amazon Mechanical Turk," Judgment and Decision Making, Cambridge University Press, vol. 5(5), pages 411-419, August.
    9. Collier, Joel E. & Barnes, Donald C., 2015. "Self-service delight: Exploring the hedonic aspects of self-service," Journal of Business Research, Elsevier, vol. 68(5), pages 986-993.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Parra, Carlos M. & Gupta, Manjul & Cadden, Trevor, 2022. "Towards an understanding of remote work exhaustion: A study on the effects of individuals’ big five personality traits," Journal of Business Research, Elsevier, vol. 150(C), pages 653-662.
    2. Kausel, Edgar E. & Culbertson, Satoris S. & Leiva, Pedro I. & Slaughter, Jerel E. & Jackson, Alexander T., 2015. "Too arrogant for their own good? Why and when narcissists dismiss advice," Organizational Behavior and Human Decision Processes, Elsevier, vol. 131(C), pages 33-50.
    3. Jochen Theis & Marvin Nipper & Marco Meier, 2024. "The influence of corporate philanthropic donations on private investors' valuation judgments: Experimental evidence," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 31(1), pages 540-554, January.
    4. Sweldens, Steven & Puntoni, Stefano & Paolacci, Gabriele & Vissers, Maarten, 2014. "The bias in the bias: Comparative optimism as a function of event social undesirability," Organizational Behavior and Human Decision Processes, Elsevier, vol. 124(2), pages 229-244.
    5. Hsu, Dan K. & Burmeister-Lamp, Katrin & Simmons, Sharon A. & Foo, Maw-Der & Hong, Michelle C. & Pipes, Jesse D., 2019. "“I know I can, but I don't fit”: Perceived fit, self-efficacy, and entrepreneurial intention," Journal of Business Venturing, Elsevier, vol. 34(2), pages 311-326.
    6. Lutz, Christoph & Newlands, Gemma, 2018. "Consumer segmentation within the sharing economy: The case of Airbnb," Journal of Business Research, Elsevier, vol. 88(C), pages 187-196.
    7. Mariconda, Simone & Lurati, Francesco, 2015. "Does familiarity breed stability? The role of familiarity in moderating the effects of new information on reputation judgments," Journal of Business Research, Elsevier, vol. 68(5), pages 957-964.
    8. Tobias Schlager & Ashley V. Whillans, 2022. "People underestimate the probability of contracting the coronavirus from friends," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 9(1), pages 1-11, December.
    9. Hou, Chenxuan & Li, Tingting & Gu, Yanzhang, 2026. "Artificial intelligence versus human providers for personalized solutions? The influence of expected group size and perceived uniqueness on adoption intentions," Journal of Retailing and Consumer Services, Elsevier, vol. 88(C).
    10. Charness, Gary & Gneezy, Uri & Kuhn, Michael A., 2013. "Experimental methods: Extra-laboratory experiments-extending the reach of experimental economics," Journal of Economic Behavior & Organization, Elsevier, vol. 91(C), pages 93-100.
    11. Orazi, Davide C. & Pizzetti, Marta, 2015. "Revisiting fear appeals: A structural re-inquiry of the protection motivation model," International Journal of Research in Marketing, Elsevier, vol. 32(2), pages 223-225.
    12. Cantarella, Michele & Strozzi, Chiara, 2019. "Workers in the Crowd: The Labour Market Impact of the Online Platform Economy," IZA Discussion Papers 12327, IZA Network @ LISER.
    13. Gökçe Esenduran & James A. Hill & In Joon Noh, 2020. "Understanding the Choice of Online Resale Channel for Used Electronics," Production and Operations Management, Production and Operations Management Society, vol. 29(5), pages 1188-1211, May.
    14. Azzam, Tarek & Harman, Elena, 2016. "Crowdsourcing for quantifying transcripts: An exploratory study," Evaluation and Program Planning, Elsevier, vol. 54(C), pages 63-73.
    15. Gonzalez-Cabello, Martin & Siddiq, Auyon & Corbett, Charles J. & Hu, Catherine, 2025. "Fairness in crowdwork: Making the human AI supply chain more humane," Business Horizons, Elsevier, vol. 68(5), pages 645-657.
    16. Gandullia, Luca & Lezzi, Emanuela & Parciasepe, Paolo, 2020. "Replication with MTurk of the experimental design by Gangadharan, Grossman, Jones & Leister (2018): Charitable giving across donor types," Journal of Economic Psychology, Elsevier, vol. 78(C).
    17. Prissé, Benjamin & Jorrat, Diego, 2022. "Lab vs online experiments: No differences," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 100(C).
    18. Efrat Dressler & Yevgeny Mugerman, 2023. "Doing the Right Thing? The Voting Power Effect and Institutional Shareholder Voting," Journal of Business Ethics, Springer, vol. 183(4), pages 1089-1112, April.
    19. Paolo Antonetti & Stan Maklan, 2016. "An Extended Model of Moral Outrage at Corporate Social Irresponsibility," Journal of Business Ethics, Springer, vol. 135(3), pages 429-444, May.
    20. Valerio Capraro & Hélène Barcelo, 2021. "Punishing defectors and rewarding cooperators: Do people discriminate between genders?," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 7(1), pages 19-32, September.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:jbrese:v:68:y:2015:i:12:p:2603-2609. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/jbusres .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.