Quantitative assessment of political fragility indices and food prices as indicators of food riots in countries
Open accessAbstract
The impact of resources on social unrest is of increasing interest to political leaders, business and civil society. Recent events have highlighted that (lack of) access to critical resources, including food, energy and water, can, in certain circumstances, lead to violent demonstrations. In this paper, we assess a number of political fragility indices to see whether they are good indicators of propensity to food riots. We found that the most accurate is the Political Instability and Absence of Violence Indicator of the Worldwide Governance Indicators by the World Bank. We compute a likelihood of experiencing a food riot for each quartile of this index. We found that the self-sufficiency of food does not seem to affect the likelihood of the occurrence of food riots, but that the level of political stability of a country does have a role. In addition, we identify a monthly and annual threshold for the Food and Agriculture Organisation Food Price Index, above which food riots in fragile states are more likely to occur.
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Cites
R: A Language and Environment for Statistical Computing
R Core Team (2000) · doi:10.32614/r.manuals · Cited by 355,706 · see citing works
Climate Change Impacts on Global Food Security
Wheeler, T., & von Braun, J. (2013) · Science · doi:10.1126/science.1239402 · Cited by 3,487 · see citing works
Collapse: how societies choose to fail or succeed
Lee, V. (2005) · Choice Reviews Online · doi:10.5860/choice.43-1028 · Cited by 3,081 · see citing works
Transitions from Authoritarian Rule: Tentative Conclusions about Uncertain Democracies
O'Donnell, G. A., & Schmitter, P. C. (2013) · Cited by 2,973 · see citing works
The Rise of Illiberal Democracy
Zakaria, F. (1997) · Foreign Affairs · doi:10.2307/20048274 · Cited by 2,699 · see citing works
Strong societies and weak states: state-society relations and state capabilities in the Third World
(1989) · Choice Reviews Online · doi:10.5860/choice.26-5277 · Cited by 2,619 · see citing works
Quantifying the influence of climate on human conflict
Hsiang, S. M., Burke, M., & Miguel, E. (2013) · Science · doi:10.1126/science.1235367 · Cited by 1,827 · see citing works
O'Donell, G. (1994) · Journal of democracy · doi:10.1353/jod.1994.0010 · Cited by 1,602 · see citing works
Environment, Scarcity, and Violence
Cooper, R. N., & Homer-Dixon, T. F. (1999) · Foreign Affairs · doi:10.2307/20049302 · Cited by 1,601 · see citing works
The national security strategy of the United States of America.
Bush, G. W. (2009) · Defense Technical Information Center (DTIC) · Cited by 1,226 · see citing works
Grasping the democratic peace: principles for a post-Cold War world
(1993) · Choice Reviews Online · doi:10.5860/choice.31-2346 · Cited by 1,166 · see citing works
Warming increases the risk of civil war in Africa
Burke, M., Miguel, E. A., Satyanath, S., Dykema, J. A., & Lobell, D. B. (2009) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0907998106 · Cited by 989 · see citing works
Transitions from Authoritarian Rule
O'Donnell, G. A. (1986) · Johns Hopkins University Press eBooks · doi:10.1353/book.72599 · Cited by 868 · see citing works
Russett, B. M. (1994) · Princeton University Press eBooks · doi:10.1515/9781400821020 · Cited by 765 · see citing works
Strong Societies and Weak States
Migdal, J. S. (1989) · Princeton University Press eBooks · doi:10.1515/9780691212852 · Cited by 743 · see citing works
Anatomy of a crisis: the causes and consequences of surging food prices
Headey, D., & Fan, S. (2008) · Agricultural Economics · doi:10.1111/j.1574-0862.2008.00345.x · Cited by 725 · see citing works
Democratization and the Danger of War
Mansfield, E. D., & Snyder, J. (1995) · International Security · doi:10.2307/2539213 · Cited by 703 · see citing works
Rising food prices, food price volatility, and social unrest
Bellemare, M. F. (2015) · American Journal of Agricultural Economics · doi:10.1093/ajae/aau038 · Cited by 636 · see citing works
car: Companion to Applied Regression
Fox, J., Weisberg, S., & Price, B. (2001) · doi:10.32614/cran.package.car · Cited by 623 · see citing works
Democratization and the Danger of War
Wolf, R., Weede, E., Enterline, A. J., Mansfield, E. D., & Snyder, J. (1996) · International Security · doi:10.2307/2539046 · Cited by 607 · see citing works
(1995) · Lynne Rienner Publishers eBooks · doi:10.1515/9781685853907 · Cited by 570 · see citing works
State failure and state weakness in a time of terror
Rotberg, R. I. (2003) · Project Muse (Johns Hopkins University) · Cited by 554 · see citing works
Collapsed States: The Disintegration and Restoration of Legitimate Authority
Gerhart, G. M., & Zartman, I. W. (1995) · Foreign Affairs · doi:10.2307/20047442 · Cited by 529 · see citing works
The causality analysis of climate change and large-scale human crisis
Zhang, D. D., Lee, H. F., Wang, C., Li, B., Pei, Q., Zhang, J., & An, Y. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1104268108 · Cited by 525 · see citing works
Climate change, environmental degradation and armed conflict
Raleigh, C., & Urdal, H. (2007) · Political Geography · doi:10.1016/j.polgeo.2007.06.005 · Cited by 521 · see citing works
Neotrusteeship and the problem of weak states
Fearon, J. D., & Laitin, D. D. (2004) · International Security · doi:10.1162/0162288041588296 · Cited by 437 · see citing works
Beyond Environmental Scarcity: Causal Pathways to Conflict
Hauge, W., & Ellingsen, T. (1998) · Journal of Peace Research · doi:10.1177/0022343398035003003 · Cited by 386 · see citing works
Conceptualising and measuring economic resilience
Briguglio, L. P., Cordina, G., Farrugia, N., & Vella, S. (2005) · ANU Press eBooks · doi:10.22459/pirig.11.2005.03 · Cited by 376 · see citing works
Trends and triggers: Climate, climate change and civil conflict in Sub-Saharan Africa
Hendrix, C. S., & Glaser, S. M. (2007) · Political Geography · doi:10.1016/j.polgeo.2007.06.006 · Cited by 338 · see citing works
The food crises and political instability in north Africa and the Middle East
Lagi, M., Bertrand, K. Z., & Bar-Yam, Y. (2011) · doi:10.2139/ssrn.1910031 · Cited by 315 · see citing works
Explaining the African food riots of 2007–2008: An empirical analysis
Berazneva, J., & Lee, D. R. (2013) · Food Policy · doi:10.1016/j.foodpol.2012.12.007 · Cited by 292 · see citing works
Rüb, F. W. (2008) · VS Verlag für Sozialwissenschaften eBooks · doi:10.1007/978-3-531-90400-9_90 · Cited by 281 · see citing works
Zhen, C., Finkelstein, E. A., Nonnemaker, J. M., Karns, S., & Todd, J. E. (2013) · American Journal of Agricultural Economics · doi:10.1093/ajae/aat049 · Cited by 275 · see citing works
Patel, C. (2010) · Cited by 264 · see citing works
High food prices: The what, who, and how of proposed policy actions
von Braun, J., Ahmed, A., Asenso-Okyere, K., Fan, S., Gulati, A., Hoddinott, J. F., Pandya‐Lorch, R., Rosegrant, M. W., Ruel, M. T., Torero, M. A., et al. (2008) · Policy briefs · doi:10.22004/ag.econ.48293 · Cited by 251 · see citing works
Quasi-States: Sovereignty, International Relations and the Third World
Jackson, R. H. (1995) · Verfassung in Recht und Übersee · doi:10.5771/0506-7286-1995-2-256 · Cited by 246 · see citing works
Environmental changes and violent conflict
Bernauer, T., Böhmelt, T., & Koubi, V. (2012) · Environmental Research Letters · doi:10.1088/1748-9326/7/1/015601 · Cited by 245 · see citing works
Gros, J. (1996) · Third World Quarterly · doi:10.1080/01436599615452 · Cited by 236 · see citing works
States, Scarcity, and Civil Strife in the Developing World
Kahl, C. H. (2006) · Princeton University Press eBooks · doi:10.1515/9780691188379 · Cited by 208 · see citing works
States, scarcity, and civil strife in the developing world
Kahl, C. H. (2006) · Choice Reviews Online · doi:10.5860/choice.44-1761 · Cited by 200 · see citing works
Bilgin, P., & Morton, A. D. (2002) · Third World Quarterly · doi:10.1080/01436590220108172 · Cited by 195 · see citing works
Population, Resources, and Political Violence
Urdal, H. (2008) · Journal of Conflict Resolution · doi:10.1177/0022002708316741 · Cited by 193 · see citing works
Ransom, M., Forrester, G., Hutter, A., Hay, V., Cabrera, A., Cabrera, L., Murphy, S., Telford, J., Telford, D., Nelson, D. W., et al. (2006) · Cited by 186 · see citing works
Chinese drought, bread and the Arab Spring
Sternberg, T. (2012) · Applied Geography · doi:10.1016/j.apgeog.2012.02.004 · Cited by 181 · see citing works
Food Prices and Political Instability
Arezki, R., & Brückner, M. (2011) · IMF Working Paper · doi:10.2139/ssrn.1795821 · Cited by 169 · see citing works
Marshall, M. G., & Gurr, T. R. (2003) · Cited by 156 · see citing works
Job, B. L. (1992) · Lynne Rienner Publishers eBooks · doi:10.1515/9781685858346 · Cited by 122 · see citing works
FRAGILE STATES: DEFINING DIFFICULT ENVIRONMENTS FOR POVERTY REDUCTIONPreprint
Torres, M. M., & Anderson, M. (2004) · RePEc: Research Papers in Economics · doi:10.22004/ag.econ.12822 · Cited by 118 · see citing works
Food Security and Sociopolitical Stability
(2013) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199679362.001.0001 · Cited by 114 · see citing works
Complex political emergencies and the state: Failure and the fate of the state
Cliffe, L. (1999) · Third World Quarterly · doi:10.1080/01436599913901 · Cited by 113 · see citing works
Violence Through Environmental Discrimination
Baechler, G. (1999) · Social indicators research series · doi:10.1007/978-94-015-9175-1 · Cited by 89 · see citing works
The Insecurity dilemma : national security of Third World states
Job, B. L. (1992) · L. Rienner Publishers eBooks · Cited by 87 · see citing works
AGRICULTURAL PRICE INSTABILITY: A SURVEY OF COMPETING EXPLANATIONS AND REMEDIES
Gouel, C. B. (2010) · Journal of Economic Surveys · doi:10.1111/j.1467-6419.2010.00634.x · Cited by 86 · see citing works
Security, Development and the Fragile State
Carment, D., Prest, S., & Samy, Y. (2009) · Routledge eBooks · doi:10.4324/9780203873977 · Cited by 83 · see citing works
Schneider, M. L. (2008) · Cited by 70 · see citing works
Stocks‐to‐use ratios and prices as indicators of vulnerability to spikes in global cereal markets
Bobenrieth, E., Wright, B. D., & Zeng, D. (2013) · Agricultural Economics · doi:10.1111/agec.12049 · Cited by 69 · see citing works
Aid Allocation and Fragile States*
McGillivray, M. (2011) · Oxford University Press eBooks · doi:10.1093/acprof:oso/9780199693153.003.0009 · Cited by 67 · see citing works
Violence Through Environmental Discrimination: Causes, Rwanda Arena, and Conflict Model
Baechler, G. (1998) · Cited by 62 · see citing works
Bertelsmann Transformation Index (BTI)
Donner, S. (2007) · Russland-Analysen · Cited by 56 · see citing works
Strengthening African Governance: Ibrahim Index of African Governance, Results and Rankings 2008
Gisselquist, R. I. R. A. R. M. (2008) · Cited by 43 · see citing works
Bretthauer, J. M. (2015) · Journal of Conflict Resolution · doi:10.1177/0022002713516841 · Cited by 41 · see citing works
Transitioning Fragile States: A Sequencing Approach
Carment, D., Samy, Y., & Landry, J. (2013) · The Fletcher forum of world affairs · Cited by 30 · see citing works
Bleischwitz, R., Johnson, C. M., & Dozler, M. G. (2013) · European Journal of Futures Research · doi:10.1007/s40309-013-0034-1 · Cited by 23 · see citing works
Environmental Security: A Geographic Information System Analysis Approach—The Case of Kenya
Bocchi, S., Disperati, S. P., & Rossi, S. (2005) · Environmental Management · doi:10.1007/s00267-004-0331-3 · Cited by 22 · see citing works
Prediction of Intrastate Conflict Using State Structural Factors and Events Data
Tikuisis, P., Carment, D., & Samy, Y. (2013) · Journal of Conflict Resolution · doi:10.1177/0022002712446129 · Cited by 21 · see citing works
Rethinking the global food crisisPreprint
Headey, D. (2010) · RePEc: Research Papers in Economics · doi:10.1016/j.foodpol.2010.10.003 · Cited by 9 · see citing works
The New Global Security Landscape: The Road Ahead
Manwaring, M. G. (2002) · Low Intensity Conflict & Law Enforcement · doi:10.1080/0966284042000279993 · Cited by 8 · see citing works
Carment, D., Samy, Y., & Langlois-Bertrand, S. (2016) · Carleton University's Institutional Repository (MacOdrum Library, Carleton University) · Cited by 7 · see citing works
Pacific island regional integration and governance: an overview
Chand, S. (2005) · ANU Press eBooks · doi:10.22459/pirig.11.2005.01 · Cited by 7 · see citing works
Global economic crises, environmental-resource scarcity and wealth concentration
López, R. (2011) · CEPAL review · doi:10.18356/9ce06d03-en · Cited by 6 · see citing works
Anderson, K. (2016) · eScholarship (California Digital Library) · Cited by 3 · see citing works
Michele, C. (2015) · Cited by 1 · see citing works
Flagged first, then by citations
4 of the 77 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- Carment, D.; Samy, Y. Assessing State Fragility: A Country Indicators for Foreign Policy Report; Carleton University: Ottawa, ON, Canada, 2012; pp. 1-32.
- Chauvet, L.; Collier, P. Development Effectiveness in Fragile States: Spillovers and Turnarounds; Centre for the Study of African Economies, Department of Economics Oxford University: Oxford, UK, 2004; pp. 1-28.
- Stewart, F.; FitzGerald, V. War and Underdevelopment: The Economic and Social Consequences of Conflict; Oxford University Press: Oxford, UK, 2001.
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- Authors
- Natalini, D., Jones, A., & Bravo, G.
- Affiliations
- Anglia Ruskin University (GB)
- Linnaeus University (SE)
- Corresponding author
- Natalini, Davide
- Venue
- Sustainability
- Publisher
- MDPI AG
- Published
- 2015-04-14
- Volume
- 7
- Issue
- 4
- Pages
- 4360-4385
- ISSN
- 2071-1050 (ISSN-L)
- OpenAlex
- W2112130152
- Cited by
- 31
- References
- 77
- Citations by year
- 2026: 2 · 2025: 2 · 2024: 5 · 2023: 1 · 2022: 1 · 2021: 2 · 2020: 3 · 2019: 5 · 2018: 3 · 2017: 3 · 2016: 3 · 2015: 1
- FWCI
- 11.06
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Sustainability (publishedVersion, cc-by)
- Anglia Ruskin Research Online (Anglia Ruskin University) (submittedVersion)
- KTH Publication Database DiVA (KTH Royal Institute of Technology) (submittedVersion, other-oa)
- RePEc: Research Papers in Economics (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Figshare (submittedVersion, cc-by)
- Funders
- Dawe Charitable Trust
- Topics
- Social Sciences › Sociology and Political Science › Political Conflict and Governance
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Economics of Agriculture and Food Markets
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Market Dynamics and Volatility
- Keywords
- food riots, political instability, Worldwide Governance Indicators, food price index, food self-sufficiency, political stability, social unrest, food security, fragile states
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