Free Standard AU & NZ Shipping For All Book Orders Over $80!
Register      Login
International Journal of Wildland Fire International Journal of Wildland Fire Society
Journal of the International Association of Wildland Fire
RESEARCH ARTICLE (Open Access)

Themes and patterns in print media coverage of wildfires in the USA, Canada and Australia: 1986–2016

Sonya Sachdeva A * and Sarah McCaffrey B
+ Author Affiliations
- Author Affiliations

A Northern Research Station, USDA Forest Service, 1033 University Pl., Evanston, IL 60201, USA.

B Rocky Mountain Research Station, USDA Forest Service, 240 West Prospect Road, Fort Collins, CO 80526, USA.

* Correspondence to: sonya.s.sachdeva@usda.gov

International Journal of Wildland Fire 31(12) 1089-1102 https://doi.org/10.1071/WF22174
Submitted: 29 July 2022  Accepted: 25 September 2022   Published: 25 October 2022

© 2022 The Author(s) (or their employer(s)). Published by CSIRO Publishing on behalf of IAWF. This is an open access article distributed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (CC BY-NC-ND)

Abstract

Background: Media wildfire coverage can shape public knowledge on fire-related issues, and potentially influence management decisions, so understanding the content of its coverage is important. Previous research examining media wildfire coverage has primarily focused on either a single fire or issue, and provides little insight about the range of wildfire-related topics discussed in the media.

Aims: We aimed to assess wildfire topics covered in print media between 1986 and 2016 across the USA, Canada and Australia.

Methods: Machine learning-based automated content analyses were conducted to identify primary topics within news articles and to map relationships between topics.

Key results: News articles related to wildfire were clustered into four topic areas: Fire Response, Management, Environmental Conditions and Property Preparedness. Notable between-country differences emerge: the US media coverage focuses most on firefighting; Canadian coverage, climate change; and Australian coverage, preparedness.

Conclusions: Our results reveal that: (1) wildfire media coverage has increased over the past 30 years; (2) coverage is more varied than the common perspective, i.e. media continues to portray fires in a negative light; and (3) topic coverage varies significantly between countries.

Implications: These findings can help identify gaps in media coverage, and provide insights into critical topics, or relationships between topics, that may need additional emphasis in conversations about how to better learn to live with fire.

Keywords: computational text analysis, cross-national analysis, environmental communication, management and climate change, news media, prescribed fire, wildfires.


References

Anderson D, Chubb P, Djerf-Pierre M (2018) Fanning the blame: media accountability, climate and crisis on the Australian “fire continent”. Environmental Communication 12, 928–941.
Fanning the blame: media accountability, climate and crisis on the Australian “fire continent”.Crossref | GoogleScholarGoogle Scholar |

Barnes MD, Hanson CL, Novilla LMB, et al. (2008) Analysis of media agenda setting during and after Hurricane Katrina: implications for emergency preparedness, disaster response, and disaster policy. American Journal of Public Health 98, 604–610.
Analysis of media agenda setting during and after Hurricane Katrina: implications for emergency preparedness, disaster response, and disaster policy.Crossref | GoogleScholarGoogle Scholar |

Blei DM, Ng AY, Jordan MI (2003) Latent Dirichlet allocation. Journal of Machine Learning Research 3, 993–1022.

Boulianne S, Minaker J, Haney TJ (2018) Does compassion go viral? Social media, caring, and the Fort McMurray wildfire. Information, Communication & Society 21, 697–711.
Does compassion go viral? Social media, caring, and the Fort McMurray wildfire.Crossref | GoogleScholarGoogle Scholar |

Choudhury M-U-I, Emdad Haque C (2018) Interpretations of Resilience and Change and The Catalytic Roles of Media: A Case of Canadian Daily Newspaper Discourse on Natural Disasters Environmental Management 61, 236–248.
Interpretations of Resilience and Change and The Catalytic Roles of Media: A Case of Canadian Daily Newspaper Discourse on Natural DisastersCrossref | GoogleScholarGoogle Scholar |

Cordner A, Schwartz E (2019) Covering wildfires: media emphasis and silence after the Carlton and Okanogan Complex wildfires. Society & Natural Resources 32, 489–507.
Covering wildfires: media emphasis and silence after the Carlton and Okanogan Complex wildfires.Crossref | GoogleScholarGoogle Scholar |

Csardi G, Nepusz T (2006) The igraph software package for complex network research. InterJournal, Complex Systems 1695, 1–9. https://igraph.org

Deng Q, Gao Y, Wang C, Zhang H (2020) Detecting information requirements for crisis communication from social media data: An interactive topic modeling approach. International Journal of Disaster Risk Reduction 50, 101692
Detecting information requirements for crisis communication from social media data: An interactive topic modeling approach.Crossref | GoogleScholarGoogle Scholar |

Doerr SH, Santín C (2016) Global trends in wildfire and its impacts: perceptions versus realities in a changing world. Philosophical Transactions of the Royal Society B: Biological Sciences 371, 20150345
Global trends in wildfire and its impacts: perceptions versus realities in a changing world.Crossref | GoogleScholarGoogle Scholar |

Donovan GH, Prestemon JP, Gebert K (2011) The effect of newspaper coverage and political pressure on wildfire suppression costs. Society & Natural Resources 24, 785–798.
The effect of newspaper coverage and political pressure on wildfire suppression costs.Crossref | GoogleScholarGoogle Scholar |

Droste N, D’Amato D, Goddard JJ (2018) Where communities intermingle, diversity grows – the evolution of topics in ecosystem service research. PLoS One 13, e0204749
Where communities intermingle, diversity grows – the evolution of topics in ecosystem service research.Crossref | GoogleScholarGoogle Scholar |

Epskamp S, Cramer AOJ, Waldorp LJ, Schmittmann VD, Borsboom D (2012) ‘qgraph: Network Visualizations of Relationships in Psychometric Data.’ Journal of Statistical Software 48, 1–18.

Fruchterman TMJ, Reingold EM (1991) Graph drawing by force-directed placement Software: Practice and Experience 21, 1129–1164.
Graph drawing by force-directed placementCrossref | GoogleScholarGoogle Scholar |

Hansen A (2011) Communication, media and environment: towards reconnecting research on the production, content and social implications of environmental communication. International Communication Gazette 73, 7–25.
Communication, media and environment: towards reconnecting research on the production, content and social implications of environmental communication.Crossref | GoogleScholarGoogle Scholar |

Hopke JE (2020) Connecting extreme heat events to climate change: media coverage of heat waves and wildfires. Environmental Communication 14, 492–508.
Connecting extreme heat events to climate change: media coverage of heat waves and wildfires.Crossref | GoogleScholarGoogle Scholar |

Hovardas T (2014) “Playing with fire” in a pre-election period: newspaper coverage of 2007 wildfires in Greece. Society & Natural Resources 27, 689–705.
“Playing with fire” in a pre-election period: newspaper coverage of 2007 wildfires in Greece.Crossref | GoogleScholarGoogle Scholar |

Hughes WP, White P (2006) The media, bushfires and community resilience. In ‘Disaster Resilience: An Integrated Approach’. (Eds D Paton, DM Johnston) pp. 213–225. (Charles C Thomas Publisher: Springield, IL, USA)

Ingalsbee T (2017) Whither the paradigm shift? Large wildland fires and the wildfire paradox offer opportunities for a new paradigm of ecological fire management. International Journal of Wildland Fire 26, 557–561.
Whither the paradigm shift? Large wildland fires and the wildfire paradox offer opportunities for a new paradigm of ecological fire management.Crossref | GoogleScholarGoogle Scholar |

Jacobson SK, Monroe MC, Marynowski S (2001) Fire at the wildland interface: the influence of experience and mass media on public knowledge, attitudes, and behavioral intentions. Wildlife Society Bulletin (1973-2006) 29, 929–937.

McCaffrey S (2015) Community wildfire preparedness: a global state-of-the-knowledge summary of social science research. Current Forestry Reports 1, 81–90.
Community wildfire preparedness: a global state-of-the-knowledge summary of social science research.Crossref | GoogleScholarGoogle Scholar |

Morehouse BJ, Sonnett J (2010) Narratives of wildfire: coverage in four U.S. newspapers, 1999–2003. Organization & Environment 23, 379–397.
Narratives of wildfire: coverage in four U.S. newspapers, 1999–2003.Crossref | GoogleScholarGoogle Scholar |

Nilsson S, Enander A (2020) “Damned if you do, damned if you don’t”: media frames of responsibility and accountability in handling a wildfire. Journal of Contingencies and Crisis Management 28, 69–82.
“Damned if you do, damned if you don’t”: media frames of responsibility and accountability in handling a wildfire.Crossref | GoogleScholarGoogle Scholar |

Pyne SJ (2007) Problems, paradoxes, paradigms: triangulating fire research*. International Journal of Wildland Fire 16, 271–276.
Problems, paradoxes, paradigms: triangulating fire research*.Crossref | GoogleScholarGoogle Scholar |

Pyne SJ (2016) Fire in the mind: changing understandings of fire in Western civilization. Philosophical Transactions of the Royal Society B: Biological Sciences 371, 20150166
Fire in the mind: changing understandings of fire in Western civilization.Crossref | GoogleScholarGoogle Scholar |

R Core Team (2014) ‘R: A Language and Environment for Statistical Computing.’ (Vienna, Austria: R Foundation for Statistical Computing) Available at http://www.R-project.org/

Reichardt J, Bornholdt S (2006) Statistical mechanics of community detection. Physical Review E 74, 016110
Statistical mechanics of community detection.Crossref | GoogleScholarGoogle Scholar |

Roberts ME, Stewart BM, Tingley D, et al. (2014) Structural topic models for open-ended survey responses. American Journal of Political Science 58, 1064–1082.
Structural topic models for open-ended survey responses.Crossref | GoogleScholarGoogle Scholar |

Sachdeva S, McCaffrey S (2018) Using social media to predict air pollution during California wildfires. In ‘Proceedings of the 9th International Conference on Social Media and Society – SMSociety ’18. the 9th International Conference’. pp. 365–369. (ACM Press: Copenhagen, Denmark)
| Crossref |

Sachdeva S, McCaffrey S, Locke D (2017) Social media approaches to modeling wildfire smoke dispersion: spatiotemporal and social scientific investigations. Information, Communication & Society 20, 1146–1161.
Social media approaches to modeling wildfire smoke dispersion: spatiotemporal and social scientific investigations.Crossref | GoogleScholarGoogle Scholar |

Sachdeva S, Emery MR, Hurley PT (2018) Depiction of wild food foraging practices in the media: impact of the Great Recession. Society & Natural Resources 31, 977–993.
Depiction of wild food foraging practices in the media: impact of the Great Recession.Crossref | GoogleScholarGoogle Scholar |

Scheufele DA, Tewksbury D (2007) Framing, agenda setting, and priming: the evolution of three media effects models. Journal of Communication 57, 9–20.
Framing, agenda setting, and priming: the evolution of three media effects models.Crossref | GoogleScholarGoogle Scholar |

Selles OA, Rissman AR (2020) Content analysis of resilience in forest fire science and management. Land Use Policy 94, 104483
Content analysis of resilience in forest fire science and management.Crossref | GoogleScholarGoogle Scholar |

Shindler B, Steel B, List P (1996) Public judgments of adaptive management: a response from forest communities. Journal of Forestry 94, 4–12.
Public judgments of adaptive management: a response from forest communities.Crossref | GoogleScholarGoogle Scholar |

Shoemaker PJ, Vos T (2009) ‘Gatekeeping Theory’, 1st edn. (Routledge: Oxfordshire, UK)
| Crossref |

Smith C (1989) Brave firefighters, endangered national icons and bumbling land managers: network TV myths about the 1988 Yellowstone wildfires. Available at https://eric.ed.gov/?id=ED309490 [accessed 22 July 2020]

Steelman TA, McCaffrey SM, Velez ALK, Briefel JA (2015) What information do people use, trust, and find useful during a disaster? Evidence from five large wildfires. Natural Hazards 76, 615–634.
What information do people use, trust, and find useful during a disaster? Evidence from five large wildfires.Crossref | GoogleScholarGoogle Scholar |

Stoddart MCJ, Haluza-DeLay R, Tindall DB (2016) Canadian news media coverage of climate change: historical trajectories, dominant frames, and international comparisons. Society & Natural Resources 29, 218–232.
Canadian news media coverage of climate change: historical trajectories, dominant frames, and international comparisons.Crossref | GoogleScholarGoogle Scholar |

Tvinnereim E, Fløttum K (2015) Explaining topic prevalence in answers to open-ended survey questions about climate change. Nature Climate Change 5, 744–747.
Explaining topic prevalence in answers to open-ended survey questions about climate change.Crossref | GoogleScholarGoogle Scholar |

Wang C, Blei DM (2011) Collaborative topic modeling for recommending scientific articles. In ‘Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining’. pp. 448–456. (ACM (KDD’11): New York, NY, USA)
| Crossref |

Yau C-K, Porter A, Newman N, Suominen A (2014) Clustering scientific documents with topic modeling. Scientometrics 100, 767–786.
Clustering scientific documents with topic modeling.Crossref | GoogleScholarGoogle Scholar |

Yell S (2010) ‘Breakfast is now tea, toast and tissues’: affect and the media coverage of bushfires. Media International Australia 137, 109–119.
‘Breakfast is now tea, toast and tissues’: affect and the media coverage of bushfires.Crossref | GoogleScholarGoogle Scholar |

Zhao X, Leiserowitz AA, Maibach EW, Roser-Renouf C (2011) Attention to science/environment news positively predicts and attention to political news negatively predicts global warming risk perceptions and policy support. Journal of Communication 61, 713–731.
Attention to science/environment news positively predicts and attention to political news negatively predicts global warming risk perceptions and policy support.Crossref | GoogleScholarGoogle Scholar |