IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i14p8320-d857831.html
   My bibliography  Save this article

Global Warming’s Six MTurks: A Secondary Analysis of a US-Based Online Crowdsourcing Market

Author

Listed:
  • Erika Austhof

    (Department of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ 85721, USA)

  • Heidi E. Brown

    (Department of Epidemiology and Biostatistics, Mel and Enid Zuckerman College of Public Health, University of Arizona, Tucson, AZ 85721, USA)

Abstract

Using a global warming audience segmentation tool (Six Americas Super Short Survey (SASSY)) as a case study, we consider how public health can use consumer panels and online crowdsourcing markets (OCMs) in research. Through a secondary analysis, we aim to understand how consumer panels and OCMs are similar to or different from each other on demographics and global warming beliefs through SASSY, and how they compare to US Census estimates. With this information, researchers will understand public opinion of global warming in their sample, which is useful for many climate change initiatives. Neither the consumer panel (Ipsos) or OCM sample (MTurk) matched US estimates of population demographics. Both panels achieved similar SASSY segments, showing that even with diverse sampling frames, SASSY is a useful tool for understanding global warming sentiment. Compared to Ipsos, MTurk was younger (more Millennials and Generation X), had higher educational attainment, and lower income. Both panels were majority White, but Ipsos was more diverse than the unweighted MTurk. Ipsos had more respondents from the South whereas MTurk had more respondents from the West. Across the MTurk SASSY segment, there were no significant differences for the majority of demographic characteristics except for age; younger generations were more Alarmed or Concerned, and older generations were more Doubtful and Dismissive. Researchers interested in understanding their sample’s opinions of global warming should use SASSY and consider oversampling in key demographic variables if they intend to achieve a nationally representative and diverse sample.

Suggested Citation

  • Erika Austhof & Heidi E. Brown, 2022. "Global Warming’s Six MTurks: A Secondary Analysis of a US-Based Online Crowdsourcing Market," IJERPH, MDPI, vol. 19(14), pages 1-9, July.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:14:p:8320-:d:857831
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/14/8320/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/14/8320/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jaime Madrigano & Kathryn Lane & Nada Petrovic & Munerah Ahmed & Micheline Blum & Thomas Matte, 2018. "Awareness, Risk Perception, and Protective Behaviors for Extreme Heat and Climate Change in New York City," IJERPH, MDPI, vol. 15(7), pages 1-11, July.
    2. Teresa Myers & Matthew Nisbet & Edward Maibach & Anthony Leiserowitz, 2012. "A public health frame arouses hopeful emotions about climate change," Climatic Change, Springer, vol. 113(3), pages 1105-1112, August.
    3. Smith, Scott M. & Roster, Catherine A. & Golden, Linda L. & Albaum, Gerald S., 2016. "A multi-group analysis of online survey respondent data quality: Comparing a regular USA consumer panel to MTurk samples," Journal of Business Research, Elsevier, vol. 69(8), pages 3139-3148.
    4. Derick A. Akompab & Peng Bi & Susan Williams & Janet Grant & Iain A. Walker & Martha Augoustinos, 2013. "Heat Waves and Climate Change: Applying the Health Belief Model to Identify Predictors of Risk Perception and Adaptive Behaviours in Adelaide, Australia," IJERPH, MDPI, vol. 10(6), pages 1-21, May.
    5. Sabrina K. Beckmann & Michael Hiete, 2020. "Predictors Associated with Health-Related Heat Risk Perception of Urban Citizens in Germany," IJERPH, MDPI, vol. 17(3), pages 1-11, January.
    6. Edward W Maibach & Anthony Leiserowitz & Connie Roser-Renouf & C K Mertz, 2011. "Identifying Like-Minded Audiences for Global Warming Public Engagement Campaigns: An Audience Segmentation Analysis and Tool Development," PLOS ONE, Public Library of Science, vol. 6(3), pages 1-9, March.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Tao Shu & Zhiyi Wang & Huading Jia & Wenjin Zhao & Jixian Zhou & Tao Peng, 2022. "Consumers’ Opinions towards Public Health Effects of Online Games: An Empirical Study Based on Social Media Comments in China," IJERPH, MDPI, vol. 19(19), pages 1-19, October.

    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. Lawrence A. Palinkas & Michael S. Hurlburt & Cecilia Fernandez & Jessenia De Leon & Kexin Yu & Erika Salinas & Erika Garcia & Jill Johnston & Md. Mostafijur Rahman & Sam J. Silva & Rob S. McConnell, 2022. "Vulnerable, Resilient, or Both? A Qualitative Study of Adaptation Resources and Behaviors to Heat Waves and Health Outcomes of Low-Income Residents of Urban Heat Islands," IJERPH, MDPI, vol. 19(17), pages 1-19, September.
    2. Fadly Syah Arsad & Rozita Hod & Norfazilah Ahmad & Mazni Baharom & Fredolin Tangang, 2022. "The Malay-Version Knowledge, Risk Perception, Attitude and Practice Questionnaire on Heatwaves: Development and Construct Validation," IJERPH, MDPI, vol. 19(4), pages 1-11, February.
    3. Ting Liu & Nick Shryane & Mark Elliot, 2022. "Attitudes to climate change risk: classification of and transitions in the UK population between 2012 and 2020," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-15, December.
    4. Wolf, Ingo & Schröder, Tobias, 2019. "Connotative meanings of sustainable mobility: A segmentation approach using cultural sentiments," Transportation Research Part A: Policy and Practice, Elsevier, vol. 126(C), pages 259-280.
    5. Jaime Madrigano & Kathryn Lane & Nada Petrovic & Munerah Ahmed & Micheline Blum & Thomas Matte, 2018. "Awareness, Risk Perception, and Protective Behaviors for Extreme Heat and Climate Change in New York City," IJERPH, MDPI, vol. 15(7), pages 1-11, July.
    6. Morrison, Mark & Duncan, Roderick & Parton, Kevin A., 2013. "Targeting segments in the Australian community to increase support for climate change policy," Australasian marketing journal, Elsevier, vol. 21(4), pages 212-217.
    7. Stefano Carattini & Andrea Baranzini & Philippe Thalmann & Frédéric Varone & Frank Vöhringer, 2017. "Green Taxes in a Post-Paris World: Are Millions of Nays Inevitable?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(1), pages 97-128, September.
    8. Anastasia Stathopoulou & Tommy Kweku Quansah & George Balabanis, 2022. "The Blinding Effects of Team Identification on Sports Corruption: Cross-Cultural Evidence from Sub-Saharan African Countries," Journal of Business Ethics, Springer, vol. 179(2), pages 511-529, August.
    9. Bo MacInnis & Jon Krosnick & Adina Abeles & Margaret Caldwell & Erin Prahler & Debbie Dunne, 2015. "The American public’s preference for preparation for the possible effects of global warming: impact of communication strategies," Climatic Change, Springer, vol. 128(1), pages 17-33, January.
    10. Patrick D. Nunn & Kate Mulgrew & Bridie Scott-Parker & Donald W. Hine & Anthony D. G. Marks & Doug Mahar & Jack Maebuta, 2016. "Spirituality and attitudes towards Nature in the Pacific Islands: insights for enabling climate-change adaptation," Climatic Change, Springer, vol. 136(3), pages 477-493, June.
    11. Ericson, Torgeir & Kjønstad, Bjørn Gunaketu & Barstad, Anders, 2014. "Mindfulness and sustainability," Ecological Economics, Elsevier, vol. 104(C), pages 73-79.
    12. Shir-Way Siew & Michael S. Minor & Reto Felix, 2018. "The influence of perceived strength of brand origin on willingness to pay more for luxury goods," Journal of Brand Management, Palgrave Macmillan, vol. 25(6), pages 591-605, November.
    13. Alina Ferecatu & Arnaud Bruyn & Prithwiraj Mukherjee, 2024. "Silently killing your panelists one email at a time: The true cost of email solicitations," Journal of the Academy of Marketing Science, Springer, vol. 52(4), pages 1216-1239, July.
    14. Farman Ullah & Martina Valente & Ives Hubloue & Muhammad Sannan Akbar & Luca Ragazzoni & Francesco Barone-Adesi, 2024. "Determinants of adaptive behaviors during heatwaves in Pakistan: a study based on personal heatwave experiences and hypothetical scenarios," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 29(5), pages 1-19, June.
    15. Kim, Junghwa & Schmöcker, Jan-Dirk & Fujii, Satoshi & Noland, Robert B., 2013. "Attitudes towards road pricing and environmental taxation among US and UK students," Transportation Research Part A: Policy and Practice, Elsevier, vol. 48(C), pages 50-62.
    16. Shin-Cheng Yeh & Haw-Jeng Chiou & Ai-Wei Wu & Ho-Ching Lee & Homer C. Wu, 2019. "Diverged Preferences towards Sustainable Development Goals? A Comparison between Academia and the Communication Industry," IJERPH, MDPI, vol. 16(22), pages 1-21, November.
    17. Samantha K. Stanley & Caroline Ng Tseung-Wong & Zoe Leviston & Iain Walker, 2021. "Acceptance of climate change and climate refugee policy in Australia and New Zealand: The case against political polarisation," Climatic Change, Springer, vol. 169(3), pages 1-9, December.
    18. Kazi, Oishi & Miller, Steven R. & Malone, Trey & Wolf, Christopher A., 2022. "The Changing Role of Fat Perceptions in Fluid Milk Labeling: Would the Dairy Industry Sell More if 2% Milk Was Called “98% Fat Free”?," Journal of Food Distribution Research, Food Distribution Research Society, vol. 53(2), July.
    19. Sheena A. Stewart & Katherine D. Arbuthnott & David J. Sauchyn, 2023. "Climate Change Perceptions and Associated Characteristics in Canadian Prairie Agricultural Producers," Challenges, MDPI, vol. 14(4), pages 1-17, December.
    20. Candice Howarth & Laurie Parsons, 2021. "Assembling a coalition of climate change narratives on UK climate action: a focus on the city, countryside, community and home," Climatic Change, Springer, vol. 164(1), pages 1-19, January.

    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:gam:jijerp:v:19:y:2022:i:14:p:8320-:d:857831. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.