Executive Summary

The structural foundations of the Russian Federation are currently facing an accelerated, multidimensional decline. Using a systems-dynamic framework, we have assessed the state’s overall fragility at 7.5 out of 10 as of August 2026, which officially places the regime in the “crisis” stage of its life cycle. This score suggests that while the state still possesses enough coercive power to suppress domestic dissent and continue its military operations in the short term, its core pillars—including demographics, economic reserves, civilian infrastructure, and military stockpiles—are suffering from compounding failures.

Our analysis projects a volatile 36-month path toward potential collapse. This trajectory results less from a single political shock and more from the unavoidable convergence of systemic stressors. Russia currently faces a severe resource allocation dilemma, which worsens due to a demographic crisis marked by a shrinking labor force and record-low birth rates. The shift toward “military Keynesianism” has effectively cannibalized the civilian economy, leading to long-term macroeconomic damage. Furthermore, the depletion of the National Wealth Fund and the struggle to sustain the domestic debt market signal a looming fiscal crisis. At the same time, the exhaustion of Soviet-era military hardware has forced a tactical shift on the battlefield, while environmental issues—like permafrost thaw and railway bottlenecks—threaten the very infrastructure that the state’s economic survival depends on.

Looking ahead to 2026–2029, it appears the state’s ability to adapt is reaching its limit. The meeting of these various failures will likely undermine Moscow’s ability to fund its military, support its regions, and keep the peace at home, creating the conditions for a major structural failure before the decade ends.

State Fragility Dashboard

This dashboard breaks down our scoring algorithm, applying specific weightings to each domain. Scores range from 1 (Stable) to 10 (Collapse).

Domain / Indicator	Current Score (1-10)	Trend (Δ)	Volatility	Weighted Impact (%)	Brief Rationale
Demographics (30%)	8.5	Deteriorating	Low	25.50%	Historic low birth rates; acute and paralyzing labor shortages across all civilian sectors; vanishing immigrant inflow; terminal population aging altering workforce dynamics.
Economic Resilience (25%)	7.5	Deteriorating	High	18.75%	Public finances strained by sovereign debt auction failures; civilian economic structure cannibalized by defense spending; household financial health eroded by inflation and utility hikes.
Security & Military (25%)	7.0	Stagnating	High	17.50%	Soviet armor reserves are nearing total exhaustion, with immense personnel attrition and reliance on asymmetrical tactical shifts; the security apparatus maintains high internal cohesion.
Governance, Social & Environmental (20%)	6.5	Deteriorating	Medium	13.00%	Regional budgets in deep deficit affecting public services; infrastructure decay driven by permafrost thaw and railway bottlenecks; rising climate vulnerability for hydrocarbon assets.
Overall Fragility Score	7.5	CRISIS	High	74.75%	Systemic feedback loops are rapidly eroding the state’s capacity to simultaneously wage war, maintain civilian living standards, and service sovereign debt obligations.

Detailed Domain Analysis

Demographic Degradation

Perhaps the most difficult and damaging issue facing Russia is its demographic decline. Data from the first half of 2026 confirms that the country has entered a terminal downward spiral, which fundamentally limits its future economic and military strength.

By January 2025, the total population had shrunk to roughly 146 million, down from 147.2 million in 2021. This natural decline is picking up speed, with the state losing one person every thirty seconds. In 2024 alone, the natural population deficit reached 596,200 people—a 20.4% increase over the previous year. Fertility rates have dropped to between 1.36 and 1.42, well below the 2.1 needed for a stable population. The 1.22 million births recorded in 2024 were the lowest since the 1999 economic crisis, and that record was broken again in 2025 when births fell another 4% to an estimated 1.178 million. The outlook for 2026 is even worse; the first quarter saw only 272,000 births, a 6% drop from last year and 38% lower than the 2014 peak. Despite creating a demographic task force and spending four trillion rubles on national projects, the government has been unable to stop this decline.

Adding to the low birth rates is a very high mortality rate, particularly among working-age men. There remains a wide life expectancy gap between men (68 years) and women (79 years), driven by long-standing health issues and now intensified by heavy combat casualties. The population structure now resembles an inverted pyramid, with 18% of citizens aged 65 or older—a number expected to hit 24% by mid-century.

This age gap has created a severe labor shortage. By late 2024, Russian businesses were short about 2.2 million workers, with 70% of companies reporting staffing issues. In the past, Russia used immigration from Central Asia to offset its population loss; between 1992 and 2023, 12.3 million immigrants covered about 73.6% of the natural decline. However, Russia has lost its appeal to immigrants due to the weak ruble, the risk of being drafted, and rising xenophobia. Without this “shock absorber,” the labor deficit will likely remain, capping economic growth and driving up wages across the country.

Economic Resilience

In 2026, the Russian economy is showing signs of severe overheating and a hollowed-out industrial base. While “military Keynesianism” has created the appearance of GDP growth, it hides a deeper structural decay.

Data points to a state of macroeconomic exhaustion. Liquid reserves in the National Wealth Fund have dropped from a pre-war $113 billion to just $55 billion by April 2026, while the budget deficit has swelled to 5.448 trillion rubles. This leaves the Kremlin with very little room to handle future shocks. To cover this gap, the Ministry of Finance has tried to borrow domestically, but the bond market is failing. In July 2026, the Ministry failed three times in a row to sell federal bonds because investors demanded interest rates that the government was unwilling or unable to pay.

With banks facing a shortage of rubles—partly because citizens have withdrawn an estimated two trillion rubles in cash this year—there is little capital available to buy government debt. The central bank has already stepped in with 2.3 trillion rubles in support, but inflation remains a problem. To fight rising prices, the bank has kept interest rates high, only slightly reducing the key rate to 14.0% in July. These high rates make it extremely difficult for civilian businesses to invest and ensure that debt payments will take up more of the federal budget.

The economy has effectively split into two worlds. The military and security sectors now account for about 40% of federal spending—upward of 17 trillion rubles. While defense factories are running 24/7 and paying high wages, they aren’t creating long-term economic value. Meanwhile, civilian manufacturing is struggling due to a lack of workers, restricted access to Western technology, and high borrowing costs. This shift is leaving the country technologically behind and increasingly dependent on imports for basic goods.

Energy exports, the backbone of the state, are also under pressure. In early 2026, oil and gas revenues fell by nearly 17% compared to the previous year. Moscow is relying on a “shadow fleet” of over 600 old tankers to bypass price caps, but this is becoming harder as Western nations target these ships with sanctions and inspections in key waterways like the Danish Straits.

The gas sector has also suffered significantly. Gazprom’s share of the EU market has plummeted from 40% to just 6%. To cover its international losses, Gazprom has turned to the domestic market, raising gas prices for Russian citizens by 15% in 2025, with more hikes expected. This strategy essentially asks the Russian public to bail out the company, which could lead to social unrest as utility bills rise faster than incomes.

Governance and Social Dynamics

The combination of economic and demographic pressure is testing the government’s legitimacy. To stay in control, the Kremlin has centralized power and cracked down on dissent. The legal system is being used as a tool of suppression, with terrorism and treason convictions rising sharply. While the security apparatus remains strong enough to prevent a short-term collapse, the social cost is significant fragmentation.

Regional governments are also under pressure. By the end of 2025, over half of Russia’s regions were running deficits, largely because the central government has forced them to pay for military recruitment bonuses. In some areas, tax revenues have crashed from 143 billion rubles to less than 30 billion. This has led to a decline in public services and crumbling local infrastructure. To make up for federal shortfalls, the government plans to raise VAT to 22% in 2026, which will likely further hurt the middle class and reduce spending.

Environmental and Resource Stressors

Beyond geopolitics, Russia’s physical infrastructure is slowly decaying due to a lack of investment, sanctions on parts, and environmental changes.

More than 60% of Russia sits on permafrost, which is thawing rapidly as the Arctic warms up. This puts energy pipelines and facilities at significant risk. It is estimated that by 2050, nearly half of Arctic extraction fields could be damaged. Already, 40% of infrastructure in these areas is showing signs of deformation. The potential cost of this damage is enormous—up to 10 trillion rubles. Strategic projects like Vostok Oil have already been delayed and require massive investment just to keep the infrastructure stable against the shifting ground.

The shadow fleet also poses an environmental risk to European waters. These old, uninsured tankers often pass through the Baltic Sea, increasing the chance of oil spills. There are also concerns that these vessels are used for “hybrid warfare,” such as damaging subsea cables or conducting drone surveillance.

The railway network is also struggling. Since losing European markets, Russia has tried to ship more goods to Asia, but the eastern rail lines are already at full capacity. Sanctions have also cut off access to vital parts, leading to thousands of delayed trains. As a result, coal exports to China have dropped significantly. The state railway monopoly is in deep debt and is finding it difficult to secure affordable loans. This logistical decline makes it harder for the state to earn revenue and supply its military.

Mandatory Addendum: Military Capabilities and Strategic Readiness

The Russian military has changed significantly since 2022. While it has shown an ability to adapt, the reality is that it is running low on equipment and is increasingly relying on high-casualty tactics.

The loss of personnel has been massive. By early 2026, total casualties were estimated at 1.2 million, including over 325,000 deaths. To keep fighting, the military needs about 35,000 new people every month. They are attracting recruits with huge sign-on bonuses, but this drains local budgets and takes even more workers away from the civilian economy.

Russia has also burned through its massive supply of Cold War-era tanks. Before the war, they had about 3,000 active tanks and over 7,000 in reserve. By mid-2026, confirmed losses exceeded 4,400. Satellite images show that storage bases are nearly empty; only about 850 viable tanks remain, many of which are ancient models. Since the industry can only produce about 250 new tanks a year, the military can no longer replace its losses. This means the state has reached a point where its armor supply is no longer sustainable.

Because of these losses and the threat of drones, Russian forces have changed how they fight. They now often use “light cavalry” tactics, using motorcycles and ATVs to move quickly. While these are harder to hit with artillery, they offer no protection for the soldiers, leading to very high casualty rates.

To make up for the lack of heavy armor, the Air Force has turned to long-range munitions like glide bombs, which can be dropped from outside the reach of most air defenses. Russia has also ramped up drone production, using cheap drones to overwhelm and map out enemy air defenses. This shift toward aerial strikes is a clear sign that they can no longer rely on traditional artillery and tanks.

At home, the security forces remain strong. After the Wagner Group was disbanded in 2023, the state tightened its grip. The National Guard (Rosgvardia) has been given heavy weapons like tanks and artillery, essentially becoming a private army for the Kremlin to use against any domestic unrest.

Synthesis and Predictive Outlook (2026–2029)

The Structural Feedback Loops of Fragility

Russia is currently caught in several “negative feedback loops” where failure in one area makes things worse in others.

The first is the “Demographic-Military Trap.” To keep the war going, the state takes men out of the workforce. To arm them, factories take even more workers. This hurts the civilian economy and drives up inflation. Because birth rates are so low and immigration has stalled, this labor shortage cannot be easily fixed.

The second is the “Fiscal-Infrastructure Spiral.” To fight inflation, the central bank keeps interest rates high. But this policy makes it impossible for the government to borrow money and for businesses to restore crumbling infrastructure like railways and pipelines. As infrastructure fails, it becomes harder to export energy, which reduces the revenue needed to fund the military and the regions, starting the cycle all over again with fewer resources.

Reasonable Worst-Case Scenario (36-Month Outlook)

By 2029, we expect the National Wealth Fund to be empty and the bond market to remain stagnant. This will likely force the government to print money to cover its bills, leading to hyperinflation. This would destroy the “social contract” that citizens rely on for pensions and subsidies. Russia’s industry will likely become even more dependent on China, essentially making Moscow an economic vassal.

Militarily, the lack of tanks will leave the ground forces vulnerable to Western weapons and drone swarms. If oil prices drop or exports are blocked, the state won’t be able to keep its supporters satisfied. Regional defaults could force the Kremlin to choose between paying its security forces and supporting its provinces, potentially leading to domestic fragmentation.

Tipping Points for Formal Collapse

The move from “Crisis” to “Collapse” (a score over 8.0) would likely happen if two or more of the following events occur at once.

1. A financial crash and hyperinflation. This would happen if the state runs out of cash and starts printing money to pay its debts. This would wipe out savings and make military salaries worthless.

2. A successful blockade of energy exports. If the “shadow fleet” is stopped in the Danish Straits or the English Channel, Russia would lose its primary source of income, making it impossible to fund its war industry.

3. Major infrastructure failure. If the main rail lines collapse or a major Arctic pipeline ruptures, the country wouldn’t be able to move goods to market, regardless of global demand.

4. Mutiny within the security forces. If the state can no longer pay high salaries to its guards and contractors, it risks losing control. If these units refuse to stop civil unrest, the Kremlin’s hold on power would vanish.

Methodology Appendix: Systems-Dynamic Analytical Framework

This report uses an analytical framework inspired by the Conflict Assessment System Tool.

We define “fragility” not just by war, but by the gap between a state’s capacity and the pressures it faces. A state is fragile when it can no longer provide for its citizens or fund its operations without destroying its own future.

Our 1-to-10 scale rates stability (1-3), stress (4-5), crisis (6-7), and collapse (8-10). A “collapse” score means a state can no longer project authority, pay its debts, or maintain basic infrastructure.

We give Demographics a 30% weight because a shrinking population is a permanent limit that policy can’t easily fix. Economic and Military strength are each 25% because they drive survival. Social and Environmental factors make up 20%, reflecting the long-term threat to the energy sector from climate change.

This method looks at how different areas affect each other. It recognizes that temporary military gains are less important if they lead to irreversible economic or demographic damage.

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Sources Used

1. Russia’s Current Demographic Crisis Is Its Most Dangerous Yet, https://carnegieendowment.org/russia-eurasia/politika/2025/09/russia-new-demographic-crisis
2. Russia’s Demographic ‘Crisis’: How Real Is It? – RAND, https://www.rand.org/pubs/issue_papers/IP162.html
3. Demographics of Russia – Wikipedia, https://en.wikipedia.org/wiki/Demographics_of_Russia
4. Russia Population Pyramid 2025 – Demographics & Birth Statistics, https://populationpyramids.org/russia
5. Russia Hits Two-Century Low in Birth Rates Despite Kremlin Push for Large Families, https://united24media.com/latest-news/russia-hits-two-century-low-in-birth-rates-despite-kremlin-push-for-large-families-18174
6. Russia Forms ‘Demographic Special Forces Unit’ as Birth Rate Hits Historic Low, https://www.themoscowtimes.com/2025/07/24/russia-forms-demographic-special-forces-unit-as-birth-rate-hits-historic-low-a89946
7. Russia’s Demographic “Crisis” – RAND, https://www.rand.org/pubs/conf_proceedings/CF124.html
8. The Russian Wartime Economy, https://csis-website-prod.s3.amazonaws.com/s3fs-public/2025-06/250605_Snegovaya_Wartime_Economy.pdf?VersionId=gqkdMJqGqNrsXZCRXjTpjpKNMcihzPYJ
9. War as Social Elevator: The Socioeconomic Impact of Russian Military Keynesianism – Ifri, https://www.ifri.org/en/papers/war-social-elevator-socioeconomic-impact-russian-military-keynesianism
10. 4 Years Later: What Russia’s Aggression in Ukraine Has Cost It and What It’s Gained, https://www.russiamatters.org/blog/4-years-later-what-russias-aggression-ukraine-has-cost-it-and-what-its-gained
11. Russia in Review, Feb. 20–27, 2026, https://www.russiamatters.org/news/russia-review/russia-review-feb-20-27-2026
12. Russia’s consolidated budget deficit widens to 5.45 trillion rubles in H1 – Treasury – Interfax, https://interfax.com/newsroom/top-stories/118736/
13. Russia’s Economy Reaches a Critical Stage, New Report Finds, https://freepolicybriefs.org/2026/06/12/russian-economy-2026/
14. The ministry of finance of the rf Failed to Hold OFZ Auctions Three Times and Ran Out of Money, https://szru.gov.ua/en/news-media/news/the-ministry-of-finance-of-the-rf-failed-to-hold-ofz-auctions-three-times-and-ran-out-of-money
15. Russia Halts Bond Auctions as Government Debt Selloff Complicates Budget Financing, https://www.themoscowtimes.com/2026/07/21/russia-halts-bond-auctions-as-government-debt-selloff-complicates-budget-financing-a93297
16. Russian Ministry of Finance fails state bond auction for the third time in a month due to lack of buyers – intelligence | УНН, https://unn.ua/en/news/russian-ministry-of-finance-fails-state-bond-auction-for-the-third-time-in-a-month-due-to-lack-of-buyers-intelligence
17. The Russian Ministry of Finance has failed to place government bonds for the third time this month | UA.NEWS, https://ua.news/en/world/minfin-rf-vtretie-za-misiats-provaliv-rozmishchennia-derzhobligatsii
18. Russia’s Finance Ministry suspending federal bond auctions to stabilize market situation – press release – Interfax, https://interfax.com/newsroom/top-stories/118448/
19. Russian Banks Lack Cash to Buy Government Debt, Sberbank Executive Says, https://www.themoscowtimes.com/2026/07/31/russian-banks-lack-cash-to-buy-government-debt-sberbank-executive-says-a93391
20. Russian Central Bank Warns of Higher Inflation as It Lowers Key Rate to 14% – The Moscow Times, https://www.themoscowtimes.com/2026/07/24/russian-central-bank-warns-of-higher-inflation-as-it-lowers-key-rate-to-14-a93329/pdf
21. Bank of Russia cuts the key rate by 25 bp to 14.00% p.a., https://www.cbr.ru/eng/press/keypr/
22. Russia Settles for Stagnation – CEPA, https://cepa.org/article/russia-settles-for-stagnation/
23. What to Expect From the Russian Economy in 2026 | Carnegie Endowment for International Peace, https://carnegieendowment.org/russia-eurasia/podcasts/carnegie-politika-podcast/russia-economy-predictions
24. New Measures Targeting Third-Country Enablers Supporting Russia’s Military-Industrial Base – State Department, https://2021-2025.state.gov/new-measures-targeting-third-country-enablers-supporting-russias-military-industrial-base/
25. Russia’s economy is growing faster than expected. It probably won’t last. – Meduza, https://meduza.io/en/feature/2026/08/18/russia-s-economy-is-growing-faster-than-expected-it-probably-won-t-last
26. Oil and Gas Revenue Slump Deepens Russia’s Budget Deficit – Caspianpost.com, https://caspianpost.com/energy/oil-and-gas-revenue-slump-deepens-russia-s-budget-deficit
27. Russia’s Shadow Fleet Under Fire. Ukrainian Operations Reshape Russian Oil Export Logistics – Freedom, https://uatv.ua/en/russia-s-shadow-fleet-under-fire-ukrainian-operations-reshape-russian-oil-export-logistics/
28. February 2026 — Monthly analysis of Russian fossil fuel exports and sanctions, https://energyandcleanair.org/february-2026-monthly-analysis-of-russian-fossil-fuel-exports-and-sanctions/
29. The shadow fleet is undermining the maritime order more brazenly than ever, https://www.atlanticcouncil.org/in-depth-research-reports/the-shadow-fleet-is-undermining-the-maritime-order-more-brazenly-than-ever/
30. Russia’s Gas Industry Is Dying a Slow But Occasionally Explosive Death, https://www.themoscowtimes.com/2026/07/15/russias-gas-industry-is-dying-a-slow-but-occasionally-explosive-death-a93257
31. Gazprom Returns to Profit as Russia Hikes Domestic Gas Tariffs to Offset Losses, https://united24media.com/business/gazprom-returns-to-profit-as-russia-hikes-domestic-gas-tariffs-to-offset-losses-18373
32. “Gazprom” showed a profit, but problems are mounting – FIS on the real state of the Russian energy giant | УНН, https://unn.ua/en/news/gazprom-showed-a-profit-but-problems-are-mounting-fis-on-the-real-state-of-the-russian-energy-giant
33. Sales to China have not made up for Russia’s loss of European natural gas and coal markets, GreenThinkTank analysts report – The Insider, https://theins.press/en/news/293601
34. Russia’s 2026 budget: mounting financial challenges and economic stagnation – OSW, https://www.osw.waw.pl/en/publikacje/osw-commentary/2025-12-09/russias-2026-budget-mounting-financial-challenges-and-economic
35. How Permafrost Thaw Puts the Russian Arctic at Risk – IPI Global Observatory, https://theglobalobservatory.org/2021/11/how-permafrost-thaw-puts-the-russian-arctic-at-risk/
36. Permafrost – ClimateChangePost, https://www.climatechangepost.com/countries/russia/permafrost/
37. Oil Pipeline on Thin Ice | Arctida, https://arctida.io/en/projects/oil-pipeline-on-thin-ice
38. Oil pipeline on thin ice – ArcticToday, https://www.arctictoday.com/oil-pipeline-on-thin-ice-2/
39. Russia’s Shadow Fleet: The Kremlin’s Maritime Lifeline and Europe’s Emerging Security Challenge – Robert Lansing Institute, https://lansinginstitute.org/2026/06/22/russias-shadow-fleet-the-kremlins-maritime-lifeline-and-europes-emerging-security-challenge/
40. Russia’s shadow fleet presents a sustained hybrid war threat at sea – ACLED, https://acleddata.com/report/russias-shadow-fleet-presents-sustained-hybrid-war-threat-sea
41. Russia Rail Freight Transport – Market Share Analysis, Industry Trends & Statistics, Growth Forecasts (2026-2031), https://www.researchandmarkets.com/reports/5759292/russia-rail-freight-transport-market-share
42. Russian Rail Freight Transport Market Size & Share Analysis – 2026-2031, https://www.mordorintelligence.com/industry-reports/russian-rail-freight-transport-market
43. Russian rail coal exports to China plunge 29.5% in January–June 2026 | The Coal Hub, https://thecoalhub.com/russian-rail-coal-exports-to-china-plunge-29-5-in-january-june-2026/
44. Russian rail coal exports to China via border crossings plunge 22.6% in Q1 2026, https://thecoalhub.com/russian-rail-coal-exports-to-china-via-border-crossings-plunge-22-6-in-q1-2026/
45. Russian Rail Freight Challenges and Global Supply Chain Risks – Inbound Logistics, https://www.inboundlogistics.com/articles/rusting-russian-rail-link/
46. Russia’s ALL Land Bridges IS GONE as Railway Industry Bankrupting – YouTube, https://www.youtube.com/watch?v=i0YYgN3vxeE&vl=en-US
47. “russian Railways” Recording Decline in Key Sectors and Entering Debt Market, https://szru.gov.ua/en/news-media/news/russian-railways-recording-decline-in-key-sectors-and-entering-debt-market
48. Russia has drained 72% of its Cold War tank reserve. Only 851 are left to restore., https://euromaidanpress.com/2026/06/14/russia-has-drained-72-of-its-cold-war-tank-reserve-only-851-are-left-to-restore/
49. Armada Sunset: Soviet and Russian tanks suitable for restoration and repair will run out in 2025 – Re: Russia, https://re-russia.net/en/analytics/0234/
50. Drones Drive Battlefield Motorcycle Tactical Shift | Royal United Services Institute – RUSI, https://www.rusi.org/explore-our-research/publications/commentary/drones-drive-battlefield-motorcycle-tactical-shift
51. Countering Russia’s Glide Bomb Warfare in Ukraine – Joint Air Power Competence Centre, https://www.japcc.org/articles/countering-russias-glide-bomb-warfare-in-ukraine/
52. Russia attacks Kharkiv with glide bomb, FPV drone injuring 9 people, https://gwaramedia.com/en/russia-attacks-kharkiv-with-glide-bomb-fpv-drone-injuring-9-people/
53. Russian Offensive Campaign Assessment, July 6, 2026 | ISW, https://understandingwar.org/research/russia-ukraine/russian-offensive-campaign-assessment-july-6-2026/
54. Russia’s Changes in the Conduct of War Based on Lessons from Ukraine, https://www.armyupress.army.mil/Journals/Military-Review/English-Edition-Archives/September-October-2025/Lessons-from-Ukraine/
55. Wagner Group – Wikipedia, https://en.wikipedia.org/wiki/Wagner_Group
56. The Evolution of the Russian National Guard – Riddle Russia, https://ridl.io/the-evolution-of-the-russian-national-guard/
57. The Day Warfare Changed: The March 2026 Kupiansk Drone, https://blog.roninsgrips.com/strategic-assessment-the-march-2026-kupiansk-drone-swarm-engagement-and-the-paradigm-shift-in-autonomous-mechanized-warfare/
58. Economic inequality – Food and Agriculture Organization of the United Nations, https://www.fao.org/in-action/drought-portal/preparedness/vulnerability-and-impact-assessment/compendium—vulnerability-indicators-(economic)/economic-inequality/en
59. Fragile States Index – Grokipedia, https://grokipedia.com/page/Fragile_States_Index
60. PCA and KDE of the Fragile States Index – Rakeeb Alam, https://rakeeb-alam.squarespace.com/pca-and-kde-of-the-fragile-states-index
61. State fragility and human development: a study with special emphasis on social cohesion, https://www.emerald.com/ijse/article/48/1/39/157706/State-fragility-and-human-development-a-study-with