The DOI matches its Crossref record; 94 of the 94 references it cites were found in a registry or an index.
Re-framing the threat of global warming: an empirical causal loop diagram of climate change, food insecurity and societal collapse
Open accessAbstract
Abstract There is increasing concern that climate change poses an existential risk to humanity. Understanding these worst-case scenarios is essential for good risk management. However, our knowledge of the causal pathways through which climate change could cause societal collapse is underdeveloped. This paper aims to identify and structure an empirical evidence base of the climate change, food insecurity and societal collapse pathway. We first review the societal collapse and existential risk literature and define a set of determinants of societal collapse. We develop an original methodology, using these determinants as societal collapse proxies, to identify an empirical evidence base of climate change, food insecurity and societal collapse in contemporary society and then structure it using a novel-format causal loop diagram (CLD) defined at global scale and national granularity. The resulting evidence base varies in temporal and spatial distribution of study and in the type of data-driven methods used. The resulting CLD documents the spread of the evidence base, using line thickness and colour to depict density and type of data-driven method respectively. It enables exploration of how the effects of climate change may undermine agricultural systems and disrupt food supply, which can lead to economic shocks, socio-political instability as well as starvation, migration and conflict. Suggestions are made for future work that could build on this paper to further develop our qualitative understanding of, and quantitative complex systems modelling capabilities for analysing, the causal pathways between climate change and societal collapse.
Overview
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
Verification
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?
The source backs part of the claim, not all of it — or backs it for a different population, condition or comparison.
In the citing paper
“Small variations in yields of staple crops could induce disproportionate price fluctuations and cascades into socio-political violence, particularly in areas with political instability and weaker governance (Natalini et al., 2015, 2017; Richards et al., 2021).”
From A Fate Worse Than Warming? Stratospheric Aerosol Injection and Global Catastrophic Risk (2021) · cites this paper as Richards et al., 2021
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Citations
Cites
Hardin, G. (1968) · Science · doi:10.1126/science.162.3859.1243 · Cited by 25,167
(2000) · University of Maribor digital library (University of Maribor) · Cited by 9,354
Why Nations Fail: The Origins of Power, Prosperity and Poverty
Acemoglu, D., & Robinson, J. A. (2012) · ASEAN ECONOMIC BULLETIN · doi:10.1355/ae29-2j · Cited by 5,568
Catastrophic cascade of failures in interdependent networks
Buldyrev, S. V., Parshani, R., Paul, G., Stanley, H. E., & Havlin, S. (2010) · Nature · doi:10.1038/nature08932 · Cited by 4,513
The State of Food Security and Nutrition in the World 2026
(2026) · FAO · doi:10.4060/cd8306en · Cited by 3,770
Why nations fail: the origins of power, prosperity, and poverty
Acemoğlu, D., & Robinson, J. A. (2012) · Choice Reviews Online · doi:10.5860/choice.50-0390 · Cited by 3,643
Watson, R., Albritton, D. L., Barker, T., Baskmakov, I., Canziani, O. F., Christ, R., Ulrich Cubasch, B., Davidson, O., Gitay, H., Griggs, D., et al. (2001) · Cited by 3,473
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 · cited 2×
“runaway global warming (Steffen et al. 2018), estimated at 8 °C or greater by 2100 (Schneider et al.”
BackgroundCollapse: how societies choose to fail or succeed
Lee, V. (2005) · Choice Reviews Online · doi:10.5860/choice.43-1028 · Cited by 3,081
Global non-linear effect of temperature on economic production
Burke, M., Hsiang, S. M., & Miguel, E. (2015) · Nature · doi:10.1038/nature15725 · Cited by 2,913
Research works printed but not linked: 6
- Cullen HM, deMenocal PB, Hemming S et al (2000) Climate change and the collapse of the Akkadian empire: evidence from the deep sea. Geology 28. https://doi.org/10.1130/0091-7613(2000)28<379:CCATCO>2.0.CO;2 · DOI
- FAO (2004) Human energy requirements. Report of a Joint FAO/WHO/UNU Expert Consultation, Rome
- Johnson SAJ (2017) Why did ancient societies fail? Routledge, New York
- Toynbee AJ (1961) A study of history (Vol I - IX). Oxford University Press, Oxford
- Turchin P (2006) War and peace and war: the rise and fall of empires. Penguin Group, New York
- WEF (2020) The global risks report 2020. Switzerland, Geneva
Cited by
Sorted by citations
Items 101–134 of 134
Opposite ethical views converge under the threat of catastrophic climate change
Méjean, A., Pottier, A., Zuber, S., & Fleurbaey, M. (2023) · Ecological Economics · doi:10.1016/j.ecolecon.2023.107887
Systems Thinking and Modeling: From Butterfly Posture to Artificial Intelligence
Murphy, M. P., & Hung, W. (2023) · TechTrends · doi:10.1007/s11528-023-00891-5
Climate Change and the Spectre of Collapse
Granberg, M., & Glover, L. (2023) · Springer eBooks · doi:10.1007/978-3-031-43961-2_6
What to Do About the Detritovores?
Naudé, W. A. (2023) · Springer eBooks · doi:10.1007/978-3-031-45582-7_3
Disobedience in a Climate of Necessity
Mittiga, R. A. (2024) · doi:10.1093/oso/9780192868879.003.0004
Environmentalism, or Barbarism
Mittiga, R. A. (2024) · doi:10.1093/oso/9780192868879.003.0001
Political Legitimacy, Authoritarianism, and Climate Change
Mittiga, R. A. (2024) · doi:10.1093/oso/9780192868879.003.0003
Mittiga, R. A. (2024) · doi:10.1093/oso/9780192868879.003.0005
Further Notes on Climate Change and Scarcity
Mittiga, R. A. (2024) · doi:10.1093/oso/9780192868879.005.0001
Gaylard, S. G., Colella, R., Nelson, M., Lavery, P. S., & Waycott, M. (2024) · SSRN Electronic Journal · doi:10.2139/ssrn.4798960
Swain, K. A. (2024) · Elsevier eBooks · doi:10.1016/b978-0-323-91227-3.00006-8
Stoett, P. J., & White, R. (2024) · CABI eBooks · doi:10.1079/9781800620025.0025
Tang, A. (2025) · doi:10.1002/9781394204847.ch3
Naudé, W. A. (2025) · Springer eBooks · doi:10.1007/978-3-031-82299-5_4
The monetary relationship between carbon emissions and mortality: a review
Burghardt, K., Jamil, U., & Pearce, J. M. (2025) · Journal of Environmental Studies and Sciences · doi:10.1007/s13412-025-01030-7
Famine's Role in Societal Collapse
Jehn, F. U. (2023) · doi:10.59350/w5p0a-8b496
Fredershausen, S., Seghezzi, A., Mangiaracina, R., & Klumpp, M. (2025) · International Journal of Logistics Research and Applications · doi:10.1080/13675567.2025.2534014
The Evolution of Feeding Concepts and Technologies: Past, Present, and Future
Ammar, E. E., Sallam, A. S., Ekramy, S., EL-Shershaby, N. A., & Zou, X. (2025) · Emerald Group Publishing Limited eBooks · doi:10.1108/978-1-83608-388-720251005
COP28: How 7 policies could help save a billion lives by 2100
Pearce, J. M. (2023) · doi:10.64628/aam.jamqxugdh
Famine's Role in Societal Collapse
Jehn, F. U. (2023) · doi:10.59350/2c3ap-t6r89
Lal, A., Inthavong, A. B., Becvarik, Z. A., Walsh, E. I., & Leviston, Z. (2026) · International Journal of Climate Change Strategies and Management · doi:10.1108/ijccsm-02-2025-0046
Qiang, Z. Q. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6336002
Hogben, P., McLean, S., Salmon, P. M., & Drust, B. (2026) · Football Studies · doi:10.1016/j.footst.2026.100041
Socioeconomic and Political Pathways to Achieving Environmental Sustainability in ChinaPreprint
Ahmed, N. (2026) · SSRN Electronic Journal · doi:10.2139/ssrn.6482378
Visualising cross-sector climate change impacts on health to support local decision-making
Rice, M., Dicken, J., Taylor, T., Hobbs, R., Below, C., Walton, A., Barlas, C., Kirby, S., & Bland, E. (2026) · Cities & Health · doi:10.1080/23748834.2026.2638046
A Qualitative Study of the Effect of Climate Change on Home Visiting in the Ho Municipality, Ghana
Dartey, A. F., Doe, T. A., Ofori, J. Y., Sagbo, F. M., Alhassan, D. U., & Titiati, P. (2026) · Creative Nursing · doi:10.1177/10784535261464193
Metadata
- Authors
- Richards, C. E., Lupton, R. C., & Allwood, J. M.
- Affiliations
- University of Cambridge (GB)
- Corresponding author
- Allwood, J. M.
- Venue
- Climatic Change
- Published
- 2021-02
- Volume
- 164
- Issue
- 3-4
- ISSN
- 0165-0009 (ISSN-L)
- 1573-1480
- OpenAlex
- W3133385722
- Cited by
- 134
- References
- 94
- Citations by year
- 2026: 9 · 2025: 18 · 2024: 34 · 2023: 41 · 2022: 23 · 2021: 9
- FWCI
- 37.07
- Type
- journal article
- Language
- en
- Open access
- hybrid
- doi.org
- Licence
- Locations
- Climatic Change (publishedVersion, cc-by)
- RePEc: Research Papers in Economics (submittedVersion)
- Cambridge University Engineering Department Publications Database (submittedVersion)
- Apollo (University of Cambridge) (submittedVersion, cc-by)
- Apollo (cc-by)
- Funders
- The General Sir John Monash Foundation
- The Cambridge Trust
- UK FIRES (EP/S019111/1)
- Topics
- Social Sciences › Sociology and Political Science › Environmental, Ecological, and Cultural Studies
- Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Climate change impacts on agriculture
- Physical Sciences › Environmental Science › Global and Planetary Change › Ecosystem dynamics and resilience
- Keywords
- climate change, food insecurity, societal collapse, existential risk, causal loop diagrams, causal pathways, agricultural systems, food supply disruption, economic shocks, socio-political instability, migration, conflict, starvation, complex systems modeling
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