# Contagion Propagation Analysis ⎊ Area ⎊ Resource 68 --- ## What is the Analysis of Contagion Propagation Analysis? Contagion Propagation Analysis, within the context of cryptocurrency, options trading, and financial derivatives, represents a quantitative framework for modeling the cascading effects of price movements or shocks across interconnected assets. It extends traditional correlation analysis by explicitly accounting for feedback loops and non-linear dependencies, crucial in environments characterized by high volatility and complex derivative structures. This methodology aims to identify systemic risks and potential points of failure within a portfolio or market ecosystem, particularly relevant given the intricate relationships between spot prices, perpetual futures, and options contracts prevalent in crypto markets. Sophisticated models often incorporate network theory and agent-based simulations to capture the dynamic interplay of market participants and their trading behaviors. ## What is the Algorithm of Contagion Propagation Analysis? The core of a Contagion Propagation Analysis algorithm typically involves constructing a network where nodes represent assets (cryptocurrencies, options, futures) and edges signify dependencies, often quantified through historical price co-movements or order flow data. Graph-based algorithms, such as centrality measures and diffusion models, are then employed to trace the propagation of shocks through the network. Kalman filtering or state-space models can be integrated to account for time-varying dependencies and noise, improving the accuracy of predictions. Furthermore, machine learning techniques, including recurrent neural networks, are increasingly utilized to capture non-linear relationships and anticipate complex propagation patterns. ## What is the Risk of Contagion Propagation Analysis? Understanding the potential for contagion is paramount in managing risk within cryptocurrency derivatives. A key application of Contagion Propagation Analysis lies in stress-testing portfolios under various scenarios, such as a sudden price drop in a major cryptocurrency or a regulatory intervention. By simulating the propagation of losses through the network, traders and risk managers can identify vulnerabilities and adjust hedging strategies accordingly. The analysis also informs the design of circuit breakers and other risk mitigation mechanisms to prevent cascading failures and maintain market stability, especially within decentralized finance (DeFi) protocols where interconnectedness is often amplified. --- ## [Dynamic Risk Modeling](https://term.greeks.live/term/dynamic-risk-modeling/) Meaning ⎊ Dynamic Risk Modeling optimizes decentralized capital efficiency by automatically adjusting margin requirements based on real-time market volatility. ⎊ Term ## [Liquidity Models](https://term.greeks.live/term/liquidity-models/) Meaning ⎊ Liquidity models serve as the essential mechanisms for managing capital and risk in decentralized derivative markets to ensure efficient trade execution. ⎊ Term ## [Network Resource Management](https://term.greeks.live/term/network-resource-management/) Meaning ⎊ Network Resource Management optimizes computational throughput and capital efficiency to ensure stable settlement in decentralized derivative markets. ⎊ Term ## [Blockchain Fee Structures](https://term.greeks.live/term/blockchain-fee-structures/) Meaning ⎊ Blockchain Fee Structures provide the essential economic framework for pricing computational scarcity and managing settlement in decentralized markets. ⎊ Term ## [Digital Asset Custody Standards](https://term.greeks.live/term/digital-asset-custody-standards/) Meaning ⎊ Digital Asset Custody Standards provide the necessary technical frameworks to secure cryptographic keys, enabling institutional-grade market participation. ⎊ Term ## [Smart Contract Cost](https://term.greeks.live/term/smart-contract-cost/) Meaning ⎊ Smart Contract Cost defines the economic barrier to decentralized computation, dictating the viability of automated financial strategies and liquidity. ⎊ Term ## [Non Linear Payoff Correlation](https://term.greeks.live/term/non-linear-payoff-correlation/) Meaning ⎊ Non Linear Payoff Correlation determines the dynamic sensitivity of derivative portfolios to underlying asset price and volatility fluctuations. ⎊ Term ## [MEV Searcher Behavior](https://term.greeks.live/definition/mev-searcher-behavior/) The strategic activities of automated participants who identify and capture profit from on-chain market inefficiencies. ⎊ Term ## [Validator Fee Optimization](https://term.greeks.live/definition/validator-fee-optimization/) The algorithmic selection of transactions by validators to maximize revenue through fee-based priority. ⎊ Term ## [Layered Protocol Architectures](https://term.greeks.live/term/layered-protocol-architectures/) Meaning ⎊ Layered Protocol Architectures optimize decentralized markets by decoupling settlement from execution to enhance capital efficiency and scalability. ⎊ Term ## [Automated Market Maker (AMM)](https://term.greeks.live/definition/automated-market-maker-amm/) A decentralized exchange protocol using math formulas to price assets, replacing traditional order books with liquidity. ⎊ Term ## [Arbitrageur Role in DeFi](https://term.greeks.live/definition/arbitrageur-role-in-defi/) Traders who profit from price gaps between decentralized exchanges to keep market values aligned and efficient. ⎊ Term ## [Token Price Stabilization](https://term.greeks.live/term/token-price-stabilization/) Meaning ⎊ Token Price Stabilization employs automated mechanisms to anchor digital asset values, enabling stable and efficient decentralized financial operations. ⎊ Term ## [Inflationary Token Dilution](https://term.greeks.live/definition/inflationary-token-dilution/) The reduction in relative value and ownership percentage of existing tokens caused by the issuance of new supply. ⎊ Term ## [Financial Security Standards](https://term.greeks.live/term/financial-security-standards/) Meaning ⎊ Financial Security Standards provide the essential mathematical and procedural safeguards required to ensure stability in decentralized markets. ⎊ Term ## [Sustainable Liquidity Provision](https://term.greeks.live/term/sustainable-liquidity-provision/) Meaning ⎊ Sustainable liquidity provision enables resilient market depth through fee-based incentives, reducing reliance on inflationary capital rewards. ⎊ Term ## [Token Allocation Strategies](https://term.greeks.live/term/token-allocation-strategies/) Meaning ⎊ Token allocation strategies govern the distribution of digital assets to align participant incentives and ensure long-term protocol sustainability. ⎊ Term ## [Validator Slashing Mechanics](https://term.greeks.live/definition/validator-slashing-mechanics/) Protocol-enforced financial penalties that destroy staked assets when validators act maliciously or violate consensus rules. ⎊ Term ## [Staking Yield Source Auditing](https://term.greeks.live/definition/staking-yield-source-auditing/) Verification of the genuine origin and technical safety of rewards generated by staked assets in a protocol. ⎊ Term ## [Lock-up Period Dynamics](https://term.greeks.live/definition/lock-up-period-dynamics/) The study of how mandatory capital holding periods impact participant behavior, risk profiles, and protocol liquidity. ⎊ Term ## [Market Capitalization Trends](https://term.greeks.live/term/market-capitalization-trends/) Meaning ⎊ Market capitalization trends serve as essential indicators for assessing network valuation, liquidity depth, and systemic risk in decentralized markets. ⎊ Term ## [User Retention Strategies](https://term.greeks.live/term/user-retention-strategies/) Meaning ⎊ User retention strategies optimize protocol liquidity and participant engagement through structured, incentive-based alignment in decentralized markets. ⎊ Term ## [Supply Side Dynamics](https://term.greeks.live/definition/supply-side-dynamics/) The factors influencing token creation and availability, critical for understanding price and liquidity. ⎊ Term ## [Institutional Capital Flows](https://term.greeks.live/term/institutional-capital-flows/) Meaning ⎊ Institutional Capital Flows drive market liquidity and price discovery by enabling large-scale, risk-managed participation in digital derivatives. ⎊ Term ## [Stakeholder Alignment Dynamics](https://term.greeks.live/definition/stakeholder-alignment-dynamics/) The strategic alignment of incentives across all protocol participants to ensure long-term stability and shared success. ⎊ Term ## [Blockchain Governance and Security](https://term.greeks.live/term/blockchain-governance-and-security/) Meaning ⎊ Blockchain governance and security establish the trustless frameworks required to maintain systemic integrity and risk control in decentralized markets. ⎊ Term ## [Seigniorage Share Model](https://term.greeks.live/definition/seigniorage-share-model/) A dual-token system using profit claims and dilution to regulate stablecoin supply without physical collateral. ⎊ Term ## [Liquidity Pool Slippage Impact](https://term.greeks.live/definition/liquidity-pool-slippage-impact/) The effect of trade size on price deviation within decentralized exchanges that can destabilize a stablecoin peg. ⎊ Term ## [Algorithmic Stablecoin Rebalancing](https://term.greeks.live/definition/algorithmic-stablecoin-rebalancing/) Automated supply adjustments designed to stabilize an asset price by incentivizing minting or burning activities. ⎊ Term ## [Decentralized Protocol Valuation](https://term.greeks.live/term/decentralized-protocol-valuation/) Meaning ⎊ Decentralized Protocol Valuation provides a framework to quantify the economic utility and risk-adjusted sustainability of permissionless networks. ⎊ Term --- ## Raw Schema Data ```json { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://term.greeks.live/" }, { "@type": "ListItem", "position": 2, "name": "Area", "item": "https://term.greeks.live/area/" }, { "@type": "ListItem", "position": 3, "name": "Contagion Propagation Analysis", "item": "https://term.greeks.live/area/contagion-propagation-analysis/" }, { "@type": "ListItem", "position": 4, "name": "Resource 68", "item": "https://term.greeks.live/area/contagion-propagation-analysis/resource/68/" } ] } ``` ```json { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the Analysis of Contagion Propagation Analysis?", "acceptedAnswer": { "@type": "Answer", "text": "Contagion Propagation Analysis, within the context of cryptocurrency, options trading, and financial derivatives, represents a quantitative framework for modeling the cascading effects of price movements or shocks across interconnected assets. 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A bright green, continuous, fluid form passes through the central opening of the blue structure, creating a complex, intertwined composition against a deep blue background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/token-allocation-strategies/", "url": "https://term.greeks.live/term/token-allocation-strategies/", "headline": "Token Allocation Strategies", "description": "Meaning ⎊ Token allocation strategies govern the distribution of digital assets to align participant incentives and ensure long-term protocol sustainability. ⎊ Term", "datePublished": "2026-03-25T18:05:12+00:00", "dateModified": "2026-03-25T18:06:30+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/algorithmic-volatility-arbitrage-processing-within-decentralized-finance-structured-product-protocols.jpg", "width": 3850, "height": 2166, "caption": "A close-up view presents a futuristic, dark-colored object featuring a prominent bright green circular aperture. Within the aperture, numerous thin, dark blades radiate from a central light-colored hub." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/validator-slashing-mechanics/", "url": "https://term.greeks.live/definition/validator-slashing-mechanics/", "headline": "Validator Slashing Mechanics", "description": "Protocol-enforced financial penalties that destroy staked assets when validators act maliciously or violate consensus rules. ⎊ Term", "datePublished": "2026-03-25T18:04:38+00:00", "dateModified": "2026-03-25T18:06:07+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/advanced-smart-contract-interoperability-engine-simulating-high-frequency-trading-algorithms-and-collateralization-mechanics.jpg", "width": 3850, "height": 2166, "caption": "This high-resolution 3D render displays a complex mechanical assembly, featuring a central metallic shaft and a series of dark blue interlocking rings and precision-machined components. A vibrant green, arrow-shaped indicator is positioned on one of the outer rings, suggesting a specific operational mode or state change within the mechanism." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/staking-yield-source-auditing/", "url": "https://term.greeks.live/definition/staking-yield-source-auditing/", "headline": "Staking Yield Source Auditing", "description": "Verification of the genuine origin and technical safety of rewards generated by staked assets in a protocol. ⎊ Term", "datePublished": "2026-03-25T18:01:53+00:00", "dateModified": "2026-03-25T18:03:26+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-finance-protocol-architecture-demonstrating-collateralized-risk-tranches-and-staking-mechanism-layers.jpg", "width": 3850, "height": 2166, "caption": "A complex, abstract circular structure featuring multiple concentric rings in shades of dark blue, white, bright green, and turquoise, set against a dark background. The central element includes a small white sphere, creating a focal point for the layered design." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/lock-up-period-dynamics/", "url": "https://term.greeks.live/definition/lock-up-period-dynamics/", "headline": "Lock-up Period Dynamics", "description": "The study of how mandatory capital holding periods impact participant behavior, risk profiles, and protocol liquidity. ⎊ Term", "datePublished": "2026-03-25T17:46:41+00:00", "dateModified": "2026-03-25T17:48:04+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/visualization-of-collateralized-defi-options-contract-risk-profile-and-perpetual-swaps-trajectory-dynamics.jpg", "width": 3850, "height": 2166, "caption": "A futuristic, abstract design in a dark setting, featuring a curved form with contrasting lines of teal, off-white, and bright green, suggesting movement and a high-tech aesthetic. This visualization represents the complex dynamics of financial derivatives, particularly within a decentralized finance ecosystem where automated smart contracts govern complex financial instruments." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/market-capitalization-trends/", "url": "https://term.greeks.live/term/market-capitalization-trends/", "headline": "Market Capitalization Trends", "description": "Meaning ⎊ Market capitalization trends serve as essential indicators for assessing network valuation, liquidity depth, and systemic risk in decentralized markets. ⎊ Term", "datePublished": "2026-03-25T17:26:00+00:00", "dateModified": "2026-03-25T17:26:33+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/market-microstructure-visualization-of-liquidity-funnels-and-decentralized-options-protocol-dynamics.jpg", "width": 3850, "height": 2166, "caption": "A close-up view shows a layered, abstract tunnel structure with smooth, undulating surfaces. The design features concentric bands in dark blue, teal, bright green, and a warm beige interior, creating a sense of dynamic depth." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/user-retention-strategies/", "url": "https://term.greeks.live/term/user-retention-strategies/", "headline": "User Retention Strategies", "description": "Meaning ⎊ User retention strategies optimize protocol liquidity and participant engagement through structured, incentive-based alignment in decentralized markets. ⎊ Term", "datePublished": "2026-03-25T17:23:06+00:00", "dateModified": "2026-03-25T17:24:49+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/interlocking-collateralization-rings-visualizing-decentralized-derivatives-mechanisms-and-cross-chain-swaps-interoperability.jpg", "width": 3850, "height": 2166, "caption": "A close-up view presents two interlocking abstract rings set against a dark background. The foreground ring features a faceted dark blue exterior with a light interior, while the background ring is light-colored with a vibrant teal green interior." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/supply-side-dynamics/", "url": "https://term.greeks.live/definition/supply-side-dynamics/", "headline": "Supply Side Dynamics", "description": "The factors influencing token creation and availability, critical for understanding price and liquidity. ⎊ Term", "datePublished": "2026-03-25T17:21:08+00:00", "dateModified": "2026-03-25T17:23:07+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/dynamic-rebalancing-mechanism-for-collateralized-debt-positions-in-decentralized-finance-protocol-architecture.jpg", "width": 3850, "height": 2166, "caption": "A close-up view reveals a highly detailed abstract mechanical component featuring curved, precision-engineered elements. The central focus includes a shiny blue sphere surrounded by dark gray structures, flanked by two cream-colored crescent shapes and a contrasting green accent on the side." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/institutional-capital-flows/", "url": "https://term.greeks.live/term/institutional-capital-flows/", "headline": "Institutional Capital Flows", "description": "Meaning ⎊ Institutional Capital Flows drive market liquidity and price discovery by enabling large-scale, risk-managed participation in digital derivatives. ⎊ Term", "datePublished": "2026-03-25T17:16:59+00:00", "dateModified": "2026-03-25T17:18:49+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/layered-smart-contract-architecture-visualizing-collateralized-debt-position-and-automated-yield-generation-flow-within-defi-protocol.jpg", "width": 3850, "height": 2166, "caption": "A minimalist, abstract design features a spherical, dark blue object recessed into a matching dark surface. A contrasting light beige band encircles the sphere, from which a bright neon green element flows out of a carefully designed slot." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/stakeholder-alignment-dynamics/", "url": "https://term.greeks.live/definition/stakeholder-alignment-dynamics/", "headline": "Stakeholder Alignment Dynamics", "description": "The strategic alignment of incentives across all protocol participants to ensure long-term stability and shared success. ⎊ Term", "datePublished": "2026-03-25T17:10:57+00:00", "dateModified": "2026-03-25T17:11:56+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/high-frequency-algorithmic-trading-smart-contract-execution-and-interoperability-protocol-integration-framework.jpg", "width": 3850, "height": 2166, "caption": "A macro view displays two highly engineered black components designed for interlocking connection. The component on the right features a prominent bright green ring surrounding a complex blue internal mechanism, highlighting a precise assembly point." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/blockchain-governance-and-security/", "url": "https://term.greeks.live/term/blockchain-governance-and-security/", "headline": "Blockchain Governance and Security", "description": "Meaning ⎊ Blockchain governance and security establish the trustless frameworks required to maintain systemic integrity and risk control in decentralized markets. ⎊ Term", "datePublished": "2026-03-25T16:28:11+00:00", "dateModified": "2026-03-25T16:29:40+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/intricate-on-chain-risk-framework-for-synthetic-asset-options-and-decentralized-derivatives.jpg", "width": 3850, "height": 2166, "caption": "A close-up view reveals a complex, layered structure consisting of a dark blue, curved outer shell that partially encloses an off-white, intricately formed inner component. At the core of this structure is a smooth, green element that suggests a contained asset or value." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/seigniorage-share-model/", "url": "https://term.greeks.live/definition/seigniorage-share-model/", "headline": "Seigniorage Share Model", "description": "A dual-token system using profit claims and dilution to regulate stablecoin supply without physical collateral. ⎊ Term", "datePublished": "2026-03-25T16:05:15+00:00", "dateModified": "2026-03-25T16:06:24+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/analyzing-decentralized-finance-options-chain-interdependence-and-layered-risk-tranches-in-market-microstructure.jpg", "width": 3850, "height": 2166, "caption": "A high-resolution, close-up rendering displays several layered, colorful, curving bands connected by a mechanical pivot point or joint. The varying shades of blue, green, and dark tones suggest different components or layers within a complex system." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/liquidity-pool-slippage-impact/", "url": "https://term.greeks.live/definition/liquidity-pool-slippage-impact/", "headline": "Liquidity Pool Slippage Impact", "description": "The effect of trade size on price deviation within decentralized exchanges that can destabilize a stablecoin peg. ⎊ Term", "datePublished": "2026-03-25T16:05:12+00:00", "dateModified": "2026-03-25T16:06:46+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/algorithmic-execution-monitoring-for-a-synthetic-option-derivative-in-dark-pool-environments.jpg", "width": 3850, "height": 2166, "caption": "A smooth, dark, pod-like object features a luminous green oval on its side. The object rests on a dark surface, casting a subtle shadow, and appears to be made of a textured, almost speckled material." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/algorithmic-stablecoin-rebalancing/", "url": "https://term.greeks.live/definition/algorithmic-stablecoin-rebalancing/", "headline": "Algorithmic Stablecoin Rebalancing", "description": "Automated supply adjustments designed to stabilize an asset price by incentivizing minting or burning activities. ⎊ Term", "datePublished": "2026-03-25T16:02:32+00:00", "dateModified": "2026-03-25T16:03:43+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/algorithmic-collateralization-mechanism-for-decentralized-synthetic-asset-issuance-and-risk-hedging-protocol.jpg", "width": 3850, "height": 2166, "caption": "A high-tech, geometric sphere composed of dark blue and off-white polygonal segments is centered against a dark background. The structure features recessed areas with glowing neon green and bright blue lines, suggesting an active, complex mechanism." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/decentralized-protocol-valuation/", "url": "https://term.greeks.live/term/decentralized-protocol-valuation/", "headline": "Decentralized Protocol Valuation", "description": "Meaning ⎊ Decentralized Protocol Valuation provides a framework to quantify the economic utility and risk-adjusted sustainability of permissionless networks. ⎊ Term", "datePublished": "2026-03-25T15:46:18+00:00", "dateModified": "2026-03-25T15:46:46+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/interconnected-financial-derivatives-layers-representing-collateralized-debt-obligations-and-systemic-risk-propagation.jpg", "width": 3850, "height": 2166, "caption": "A complex abstract composition features five distinct, smooth, layered bands in colors ranging from dark blue and green to bright blue and cream. The layers are nested within each other, forming a dynamic, spiraling pattern around a central opening against a dark background." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/multi-segmented-smart-contract-architecture-visualizing-interoperability-and-dynamic-liquidity-bootstrapping-mechanisms.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/contagion-propagation-analysis/resource/68/