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Systems thinking as a pathway to global warming beliefs and attitudes through an ecological worldview

Ballew, Matthew T., Goldberg, Matthew H., Rosenthal, Seth A., Gustafson, Abel, Leiserowitz, Anthony·2019·Proceedings of the National Academy of Sciences

Abstract

Prior research has found that systems thinking, the tendency to perceive phenomena as interconnected and dynamic, is associated with a general proenvironmental orientation. However, less is known about its relationship with public understanding of climate change and/or whether this relationship varies across people with different political views. Because climate change is a highly politicized issue, it is also important to understand the extent to which systems thinking can foster acceptance of climate science across political lines. Using an online sample of US adults ( n = 1,058), we tested the degree to which systems thinking predicts global warming beliefs and attitudes (e.g., believing that global warming is happening, that it is human-caused, etc.), independent of an ecological worldview (i.e., the New Ecological Paradigm). We found that although systems thinking is positively related to global warming beliefs and attitudes, the relationships are almost fully explained by an ecological worldview. Indirect effects of systems thinking are consistently strong across political ideologies and party affiliations, although slightly stronger for conservatives and Republicans than for liberals and Democrats, respectively. We did not find evidence of the converse: Systems thinking does not seem to mediate the relationship between an ecological worldview and global warming beliefs and attitudes. Together, these findings suggest that systems thinking may support the adoption of global warming beliefs and attitudes indirectly by helping to develop an ecological ethic that people should take care of and not abuse the environment.

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  1. ; National Research Council Science for Environmental Protection: The Road Ahead (National Academies Press, Washington, DC, 2012).
  2. JM Randle, ML Stroink, The development and initial validation of the paradigm of systems thinking. Syst Res Behav Sci 35, 645–657 (2018). · DOI
  3. AC Davis, ML Stroink, The relationship between systems thinking and the New Ecological Paradigm. Syst Res Behav Sci 33, 575–586 (2016). · DOI
  4. ; National Research Council A Framework for K-12 Science Education: Practices Crosscutting Concepts and Core Ideas (National Academies Press Washington DC) 10.17226/13165. (2012). · DOI
  5. ; Next Generation Science Standards Lead States Next Generation Science Standards: For States by States (National Academies Press Washington DC) 10.17226/18290. (2013). · DOI
  6. OJH Bosch, CA King, JL Herbohn, IW Russell, CS Smith, Getting the big picture in natural resource management—Systems thinking as ‘method’ for scientists, policy makers and other stakeholders. Syst Res Behav Sci 24, 217–232 (2007). · DOI
  7. PH Thibodeau, CM Frantz, ML Stroink, Situating a measure of systems thinking in a landscape of psychological constructs. Syst Res Behav Sci 33, 753–769 (2016). · DOI
  8. SB Lezak, PH Thibodeau, Systems thinking and environmental concern. J Environ Psychol 46, 143–153 (2016). · DOI
  9. RE Dunlap, The New Environmental Paradigm Scale: From marginality to worldwide use. J Environ Educ 40, 3–18 (2008). · DOI
  10. AC Davis, W Leppanen, KP Mularczyk, T Bedard, ML Stroink, Systems thinkers express an elevated capacity for the allocentric components of cognitive and affective empathy. Syst Res Behav Sci 35, 216–229 (2018). · DOI
  11. S Luckett, Environmental paradigms, biodiversity conservation, and critical systems thinking. Syst Pract Action Res 17, 511–534 (2004). · DOI
  12. RE Dunlap, AM McCright, JH Yarosh, The political divide on climate change: Partisan polarization widens in the US. Environ Sci Policy Sustainable Dev 58, 4–23 (2016). · DOI · Paper page
  13. A Van Hiel, E Onraet, S De Pauw, The relationship between social-cultural attitudes and behavioral measures of cognitive style: A meta-analytic integration of studies. J Pers 78, 1765–1799 (2010). · DOI
  14. AR Pearson, MT Ballew, S Naiman, JP Schuldt, Race, class, gender and climate change communication. Oxford Research Encyclopedia of Climate Science, ed H Von Storch (Oxford Univ Press, New York), pp. 349–374 (2017).
  15. AF Hayes Introduction to Mediation, Moderation, and Conditional Process Analysis: A Regression-Based Approach (Guilford Publications, New York, 2013).
  16. MJ Brandt, Do the disadvantaged legitimize the social system? A large-scale test of the status-legitimacy hypothesis. J Pers Soc Psychol 104, 765–785 (2013). · DOI
  17. R Paternoster, R Brame, P Mazerolle, A Piquero, Using the correct statistical test for the equality of regression coefficients. Criminology 36, 859–866 (1998). · DOI
  18. J Cohen, A power primer. Psychol Bull 112, 155–159 (1992). · DOI · Paper page
  19. C Wolsko, H Ariceaga, J Seiden, Red, white, and blue enough to be green: Effects of moral framing on climate change attitudes and conservation behaviors. J Exp Soc Psychol 65, 7–19 (2016). · DOI · Paper page
  20. LC Hamilton, Education, politics, and opinions about climate change evidence for interaction effects. Clim Change 104, 231–214 (2011). · DOI · Paper page
  21. AM McCright, RE Dunlap, The politicization of climate change and polarization in the American public’s views of global warming, 2001-2010. Soc Q 52, 155–194 (2011). · DOI · Paper page
  22. M Baldwin, J Lammers, Past-focused environmental comparisons promote proenvironmental outcomes for conservatives. Proc Natl Acad Sci USA 113, 14953–14957 (2016). · DOI
  23. P Checkland, Four conditions for serious systems thinking and action. Syst Res Behav Sci 29, 465–469 (2012). · DOI
  24. KE Maani, V Maharaj, Links between systems thinking and complex decision making. Syst Dyn Rev 20, 21–48 (2004). · DOI
  25. T Hargreaves, M Nye, J Burgess, Making energy visible: A qualitative field study of how householders interact with feedback from smart energy monitors. Ener Policy 38, 6111–6119 (2010). · DOI
  26. A Bostrom, MG Morgan, B Fischhoff, D Read, What do people know about global climate change? 1. Mental models. Risk Anal 14, 959–970 (1994). · DOI
  27. JD Sterman, LB Sweeney, Understanding public complacency about climate change: Adults’ mental models of climate change violate conservation of matter. Clim Change 80, 213–238 (2007). · DOI
  28. LB Sweeney, JD Sterman, Thinking about systems: Student and teacher conceptions of natural and social systems. Syst Dyn Rev 23, 285–312 (2007). · DOI
  29. PH Thibodeau, CM Frantz, M Berretta, The Earth is our home: Systemic metaphors to redefine our relationship with nature. Clim Change 142, 287–300 (2017). · DOI

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Metadata

Authors
Ballew, M. T., Goldberg, M. H., Rosenthal, S. A., Gustafson, A., & Leiserowitz, A.
Affiliations
Yale Program on Climate Change Communication, Yale School of Forestry & Environmental Studies, Yale University, New Haven, CT 06511
Venue
Proceedings of the National Academy of Sciences
Published
2019-04-08
Volume
116
Issue
17
Pages
8214-8219
ISSN
  • 0027-8424
  • 1091-6490
Cited by
81
References
7
Language
en

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CoChat. (2026). Citation check: Systems thinking as a pathway to global warming beliefs and attitudes through an ecological worldview. https://app.cochat.ai/papers/10.1073/pnas.1819310116
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Ballew, M. T., Goldberg, M. H., Rosenthal, S. A., Gustafson, A., & Leiserowitz, A. (2019). Systems thinking as a pathway to global warming beliefs and attitudes through an ecological worldview. Proceedings of the National Academy of Sciences. https://doi.org/10.1073/pnas.1819310116