Shifting echo chambers in US climate policy networks
Open accessAbstract
Although substantial attention has focused on efforts by the new Administration to block environmental policies, climate politics have been contentious in the US since well before the election of Donald Trump. In this paper, we extend previous work on empirical examinations of echo chambers in US climate politics using new data collected on the federal climate policy network in summer 2016. We test for the similarity and differences at two points in time in homophily and echo chambers using Exponential Random Graph Models (ERGM) to compare new findings from 2016 to previous work on data from 2010. We show that echo chambers continue to play a significant role in the network of information exchange among policy elites working on the issue of climate change. In contrast to previous findings where echo chambers centered on a binding international commitment to emission reductions, we find that the pre-existing echo chambers have almost completely disappeared and new structures have formed around one of the main components of the Obama Administration's national climate policy: the Clean Power Plan. These results provide empirical evidence that science communication and policymaking at the elite level shift in relation to the policy instruments under consideration.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
There is substantial evidence that segregated online communities emerge around politically contentious topics.
“Although recent evidence suggests that general information consumption on social media might not be an echo-chamber for many users (21, 22), there is nevertheless substantial evidence supporting the argument that segregated online communities emerge around politically contentious topics (23, 19, 24, 25, 26, 27, 20).”
From Troll and divide: the language of online polarization (2022) · cites this paper as [25]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Trajectories of the Earth System in the Anthropocene
Steffen, W., Rockström, J., Richardson, K., Lenton, T. M., Folke, C., Liverman, D., Summerhayes, C. P., Barnosky, A. D., Cornell, S. E., Crucifix, M., et al. (2018) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1810141115 · Cited by 3,139 · see citing works
The velocity of climate change
Loarie, S. R., Duffy, P. B., Hamilton, H., Asner, G. P., Field, C. B., & Ackerly, D. D. (2009) · Nature · doi:10.1038/nature08649 · Cited by 2,544 · see citing works
The Scientific Consensus on Climate Change
Oreskes, N. (2004) · Science · doi:10.1126/science.1103618 · Cited by 1,814 · see citing works
The SAGE Handbook of Social Network Analysis
Scott, J. G., & Carrington, P. J. (2014) · SAGE Publications Ltd eBooks · doi:10.4135/9781446294413 · Cited by 1,082 · see citing works
Effects of missing data in social networks
Kossinets, G. (2006) · Social Networks · doi:10.1016/j.socnet.2005.07.002 · Cited by 926 · see citing works
Exponential Random Graph Models for Social Networks
(2012) · Cambridge University Press eBooks · doi:10.1017/cbo9780511894701 · Cited by 847 · see citing works
Goodreau, S. M., Kitts, J. A., & Morris, M. (2009) · Demography · doi:10.1353/dem.0.0045 · Cited by 776 · see citing works
The organisation of denial: Conservative think tanks and environmental scepticism
Jacques, P. J., Dunlap, R. E., & Freeman, M. (2008) · Environmental Politics · doi:10.1080/09644010802055576 · Cited by 763 · see citing works
Exponential Random Graph Models for Social Networks: Theory, Methods, and Applications
Brashears, M. E. (2014) · Contemporary Sociology A Journal of Reviews · doi:10.1177/0094306114539455gg · Cited by 706 · see citing works
The Organizational State: Social Choice in National Policy Domains.
Burstein, P., Laumann, E. O., & Knoke, D. (1990) · Social Forces · doi:10.2307/2579627 · Cited by 692 · see citing works
Network analysis reveals open forums and echo chambers in social media discussions of climate change
Williams, H. T. P., McMurray, J. R., Kurz, T., & Hugo Lambert, F. (2015) · Global Environmental Change · doi:10.1016/j.gloenvcha.2015.03.006 · Cited by 631 · see citing works
Assessing ExxonMobil’s climate change communications (1977–2014)
Supran, G. J., & Орескес, Н. (2017) · Environmental Research Letters · doi:10.1088/1748-9326/aa815f · Cited by 525 · see citing works
Income Inequality and Carbon Emissions in the United States: A State-level Analysis, 1997–2012
Jorgenson, A. K., Schor, J. B., & Huang, X. (2017) · Ecological Economics · doi:10.1016/j.ecolecon.2016.12.016 · Cited by 359 · see citing works
Network structure and influence of the climate change counter-movement
Farrell, J. (2015) · Nature Climate Change · doi:10.1038/nclimate2875 · Cited by 304 · see citing works
Information Exchange in Policy Networks
Leifeld, P., & Schneider, V. (2012) · American Journal of Political Science · doi:10.1111/j.1540-5907.2011.00580.x · Cited by 289 · see citing works
Friends, Brokers, and Transitivity: Who Informs Whom in Washington Politics?
Carpenter, D. P., Esterling, K., & Lazer, D. M. J. (2004) · The Journal of Politics · doi:10.1046/j.1468-2508.2004.00149.x · Cited by 257 · see citing works
An empirical examination of echo chambers in US climate policy networks
Jasny, L., Waggle, J., & Fisher, D. R. (2015) · Nature Climate Change · doi:10.1038/nclimate2666 · Cited by 227 · see citing works
Self-citationThe Coevolution of Networks and Political Attitudes
Lazer, D. M. J., Rubineau, B., Chetkovich, C., Katz, N. R., & Neblo, M. A. (2010) · Political Communication · doi:10.1080/10584609.2010.500187 · Cited by 223 · see citing works
Goodreau, S. M., Handcock, M. S., Hunter, D. R., et al. (2008) · PubMed · Cited by 219 · see citing works
Survey Methods for Network Data
Marsden, P. V. (2014) · SAGE Publications Ltd eBooks · doi:10.4135/9781446294413.n25 · Cited by 212 · see citing works
Fisher, D. R., Waggle, J., & Leifeld, P. (2013) · American Behavioral Scientist · doi:10.1177/0002764212463360 · Cited by 211 · see citing works
Self-citationNear-term acceleration in the rate of temperature change
Smith, S. J., Edmonds, J., Hartin, C. A., Mundra, A., & Calvin, K. (2015) · Nature Climate Change · doi:10.1038/nclimate2552 · Cited by 206 · see citing works
Goodreau, S. M., Handcock, M. S., Hunter, D. R., et al. (2008) · Journal of Statistical Software · doi:10.18637/jss.v024.i09 · Cited by 180 · see citing works
Liu, X.-S., Lindquist, E., & Vedlitz, A. (2011) · Political Research Quarterly · doi:10.1177/1065912909346744 · Cited by 178 · see citing works
Ingold, K. M., & Fischer, M. (2013) · Global Environmental Change · doi:10.1016/j.gloenvcha.2013.11.021 · Cited by 177 · see citing works
Ingold, K. M., & Leifeld, P. (2014) · Journal of Public Administration Research and Theory · doi:10.1093/jopart/muu043 · Cited by 161 · see citing works
The Effect of Information Provision on Public Consensus about Climate Change
Deryugina, T., & Shurchkov, O. (2016) · PLOS ONE · doi:10.1371/journal.pone.0151469 · Cited by 150 · see citing works
Consistency under Sampling of Exponential Random Graph ModelsPreprint
Shalizi, C. R., & Rinaldo, A. (2018) · doi:10.1184/r1/6586517.v1 · Cited by 149 · see citing works
Brokering Health Policy: Coalitions, Parties, and Interest Group Influence
Heaney, M. T. (2006) · Journal of Health Politics Policy and Law · doi:10.1215/03616878-2006-012 · Cited by 147 · see citing works
Global warming estimates, media expectations, and the asymmetry of scientific challenge☆
Freudenburg, W. R., & Muselli, V. (2010) · Global Environmental Change · doi:10.1016/j.gloenvcha.2010.04.003 · Cited by 144 · see citing works
Being around and knowing the players: Networks of influence in health policy
Lewis, J. M. (2005) · Social Science & Medicine · doi:10.1016/j.socscimed.2005.10.004 · Cited by 142 · see citing works
Statistical Network Analysis for Analyzing Policy Networks
Robins, G. L., Lewis, J. M., & Wang, P. (2012) · Policy Studies Journal · doi:10.1111/j.1541-0072.2012.00458.x · Cited by 141 · see citing works
Political Networks: The Structural Perspective.
Sciulli, D., & Knoke, D. (1991) · Social Forces · doi:10.2307/2580274 · Cited by 141 · see citing works
Consistency under sampling of exponential random graph models
Shalizi, C. R., & Rinaldo, A. (2013) · The Annals of Statistics · doi:10.1214/12-aos1044 · Cited by 124 · see citing works
Political Polarization as a Social Movement Outcome
McVeigh, R., Cunningham, D., & Farrell, J. (2014) · American Sociological Review · doi:10.1177/0003122414555885 · Cited by 122 · see citing works
Environmental politics in the Trump era: an early assessment
Bomberg, E. (2017) · Environmental Politics · doi:10.1080/09644016.2017.1332543 · Cited by 104 · see citing works
McAllister, R. R. J., McCrea, R., & Lubell, M. N. (2013) · Regional Environmental Change · doi:10.1007/s10113-013-0489-4 · Cited by 89 · see citing works
National Governance and the Global Climate Change Regime
Durant, R. F. (2005) · Perspectives on Politics · doi:10.1017/s1537592705840253 · Cited by 85 · see citing works
National governance and the global climate change regime
(2005) · Choice Reviews Online · doi:10.5860/choice.42-3674 · Cited by 83 · see citing works
Scott, T. A. (2015) · Policy Studies Journal · doi:10.1111/psj.12118 · Cited by 77 · see citing works
Political Networks: The Structural Perspective.
DiMaggio, P., & Knoke, D. (1992) · Administrative Science Quarterly · doi:10.2307/2393540 · Cited by 75 · see citing works
The Conditioning Effects of Policy Salience and Complexity on American Political Institutions
Eshbaugh‐Soha, M. (2006) · Policy Studies Journal · doi:10.1111/j.1541-0072.2006.00167.x · Cited by 69 · see citing works
Gronow, A., & Ylä‐Anttila, T. (2016) · Policy Studies Journal · doi:10.1111/psj.12185 · Cited by 60 · see citing works
Missing Data Analysis in Practice
Raghunathan, T. E. (2015) · Chapman & Hall/CRC eBooks · doi:10.1201/b19428 · Cited by 55 · see citing works
Weaver, C., Moss, R. H., Ebi, K. L., Gleick, P. H., Stern, P. C., Tebaldi, C., Wilson, R. S., & Árvai, J. (2017) · Environmental Research Letters · doi:10.1088/1748-9326/aa7494 · Cited by 55 · see citing works
Who got their way? Advocacy coalitions and the Irish climate change law
Wagner, P. M., & Ylä‐Anttila, T. (2018) · Environmental Politics · doi:10.1080/09644016.2018.1458406 · Cited by 40 · see citing works
Higher costs of climate change
Sterner, T. (2015) · Nature · doi:10.1038/nature15643 · Cited by 23 · see citing works
The Effect of Network Structure on Preference Formation
Klar, S., & Shmargad, Y. (2017) · Journal of Politics · doi:10.1086/689972 · Cited by 21 · see citing works
Weaver, C. P., Moss, R. H., Ebi, K. L., et al. (2017) · Environmental Research Letters · doi:10.1088/1748-9326/aa846a · Cited by 14 · see citing works
Analyzing Climate Change Debates in the U.S. Congress: Party Control and Mobilizing Networks
Park, H. S., Liu, X., & Vedlitz, A. (2014) · Risk Hazards & Crisis in Public Policy · doi:10.1002/rhc3.12062 · Cited by 11 · see citing works
Adapting to climate change in South East Queensland, Australia
McAllister, R. R. J., Smith, T. F., Lovelock, C. E., et al. (2013) · Regional Environmental Change · doi:10.1007/s10113-013-0505-8 · Cited by 8 · see citing works
Not a Snowball’s Chance for Science
Fisher, D. R., Waggle, J. M., & Jasny, L. (2015) · Contexts · doi:10.1177/1536504215611896 · Cited by 8 · see citing works
Self-citationPolarizing Climate Politics in America
Fisher, D. R., Robertson, A. G., Waggle, J. M., Dewey, A. M., Dubin, A. H., & Yagatich, W. (2018) · Research in political sociology · doi:10.1108/s0895-993520180000025001 · Cited by 8 · see citing works
Self-citationThe Clean Power Plan. A Public Health Victory Needing Medical Attention
Ross, K. R., Rice, M. B., & Takaro, T. K. (2016) · American Journal of Respiratory and Critical Care Medicine · doi:10.1164/rccm.201512-2395ed · Cited by 6 · see citing works
Mollborn, S. (2015) · Contexts · doi:10.1177/1536504214567855 · Cited by 2 · see citing works
Flagged first, then by citations
Research works printed but not linked: 3
- [12]The Clean Power Plan. Harvard Law Review. 2016; 129: 1152– 1159.
- [30]UNFCCC. List of Participants, Conference of the Parties Twenty-First Session [Internet]. 2015 Dec. Available: http://unfccc.int/resource/docs/2015/cop21/eng/inf03p01.pdf
- [41]Harris B. What the Supreme Court’s Stay of the Clean Power Plan Means for the EPA’s Greenhouse Gas Regulation Moving Forward. In: UCLA Journal of Environmental Law & Policy [Internet]. 12 2 2016 [cited 7 Aug 2018]. Available: http://vjel.vermontlaw.edu/what-the-supreme-courts-stay-of-the-clean-power-plan-means-for-the-epas-greenhouse-gas-regulation-moving-forward/
Cited by
Sorted by citations
Troll and divide: the language of online polarization
Simchon, A., Brady, W. J., & Van Bavel, J. J. (2022) · PNAS Nexus · doi:10.1093/pnasnexus/pgac019 · Cited by 85 · see citing works
- Authors
- Jasny, L., Dewey, A. M., Robertson, A. G., Yagatich, W., Dubin, A. H., Waggle, J. M., & Fisher, D. R.
- Affiliations
- University of Exeter (GB)
- University of Maryland, College Park (US)
- University of Dayton (US)
- George Mason University (US)
- Corresponding author
- Fisher, Dana R.
- ORCID
- Venue
- PLoS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2018-09-14
- Volume
- 13
- Issue
- 9
- Pages
- e0203463
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC6138410
- OpenAlex
- W2890429857
- Cited by
- 41
- References
- 55
- Citations by year
- 2026: 1 · 2025: 4 · 2024: 3 · 2023: 6 · 2022: 7 · 2021: 7 · 2020: 6 · 2019: 6 · 2018: 1
- FWCI
- 11.38
- Type
- journal article
- Language
- en
- Update notices
- correction (2022-09-01)
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- Europe PMC (PubMed Central) (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Open Research Exeter (University of Exeter) (submittedVersion, cc-by)
- OSF Preprints (OSF Preprints) (submittedVersion)
- Funders
- John D. and Catherine T. MacArthur Foundation (G-16-1609-151514-CLS)
- Topics
- Social Sciences › Sociology and Political Science › Climate Change Communication and Perception
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Climate Change Policy and Economics
- Social Sciences › Political Science and International Relations › Policy Transfer and Learning
- Keywords
- echo chambers, homophily, policy elites, information sharing, Clean Power Plan, climate policy, science communication, Obama administration climate policy, network structure change
- MeSH terms
- Models, Theoretical, Policy Making, United States, Government Regulation, Climate Change
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review