# Contagion Propagation Analysis ⎊ Area ⎊ Resource 89 --- ## 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. --- ## [Re-Entrancy Vulnerability](https://term.greeks.live/definition/re-entrancy-vulnerability/) A security flaw allowing recursive calls to drain funds before the original contract state is updated. ⎊ Definition ## [Clearing Price Mechanics](https://term.greeks.live/definition/clearing-price-mechanics/) Algorithms that determine the final trade settlement price where supply and demand reach equilibrium. ⎊ Definition ## [Blockchain Architecture Evolution](https://term.greeks.live/term/blockchain-architecture-evolution/) Meaning ⎊ Modular architecture enhances crypto market scalability by decoupling execution and settlement layers to optimize transaction throughput and security. ⎊ Definition ## [Validator Prioritization Strategies](https://term.greeks.live/term/validator-prioritization-strategies/) Meaning ⎊ Validator Prioritization Strategies regulate transaction sequencing to ensure fair, efficient settlement of decentralized derivative financial instruments. ⎊ Definition ## [Transaction Ordering Algorithms](https://term.greeks.live/term/transaction-ordering-algorithms/) Meaning ⎊ Transaction ordering algorithms establish the deterministic sequence of events that governs state transitions and price discovery in decentralized markets. ⎊ Definition ## [Scarcity Mechanics](https://term.greeks.live/definition/scarcity-mechanics/) Protocol-level rules designed to limit supply or increase demand, fostering value through digital scarcity. ⎊ Definition ## [Stable Value Transfer](https://term.greeks.live/term/stable-value-transfer/) Meaning ⎊ Stable Value Transfer provides a trustless, collateralized settlement layer that decouples digital asset utility from market volatility. ⎊ Definition ## [Algorithmic Supply Elasticity](https://term.greeks.live/definition/algorithmic-supply-elasticity/) Automated protocol-level supply adjustments designed to stabilize token price or achieve specific economic targets. ⎊ Definition ## [Staking Protocol Design](https://term.greeks.live/term/staking-protocol-design/) Meaning ⎊ Staking Protocol Design establishes the economic framework for securing decentralized networks while optimizing capital efficiency via liquid derivatives. ⎊ Definition ## [Incentive Driven Participation](https://term.greeks.live/term/incentive-driven-participation/) Meaning ⎊ Incentive Driven Participation programs programmatically align liquidity provider behavior with the stability and efficiency of decentralized markets. ⎊ Definition ## [Liquidity Flexibility Trade-Offs](https://term.greeks.live/definition/liquidity-flexibility-trade-offs/) The tension between user liquidity access and protocol stability requirements. ⎊ Definition ## [Protocol Trust Metrics](https://term.greeks.live/definition/protocol-trust-metrics/) Indicators used to assess the security and reliability of a protocol. ⎊ Definition ## [Order Flow Payment](https://term.greeks.live/definition/order-flow-payment/) Compensation received for directing trade execution to specific venues, influencing transaction ordering and liquidity. ⎊ Definition ## [Bridge Security Protocols](https://term.greeks.live/term/bridge-security-protocols/) Meaning ⎊ Bridge Security Protocols are the cryptographic frameworks ensuring the safe and consistent movement of assets between distinct blockchain networks. ⎊ Definition ## [Validator Decentralization Metrics](https://term.greeks.live/definition/validator-decentralization-metrics/) Quantitative measures used to evaluate the distribution of stake and operational power across network participants. ⎊ Definition ## [Option Pricing Model Validation and Application](https://term.greeks.live/term/option-pricing-model-validation-and-application/) Meaning ⎊ Option pricing model validation ensures derivative protocols maintain solvency by aligning theoretical risk models with decentralized market reality. ⎊ Definition ## [Programmable Financial Security](https://term.greeks.live/term/programmable-financial-security/) Meaning ⎊ Programmable Financial Security automates complex derivative transactions through immutable code, ensuring trustless settlement and risk management. ⎊ Definition ## [Protocol Interoperability Solutions](https://term.greeks.live/term/protocol-interoperability-solutions/) Meaning ⎊ Protocol Interoperability Solutions enable trustless asset and data movement, creating unified liquidity for complex decentralized derivatives. ⎊ Definition ## [Cold Start Problem](https://term.greeks.live/definition/cold-start-problem/) The difficulty of achieving initial growth and liquidity for a new protocol that lacks existing users and network effects. ⎊ Definition ## [Collateral Ratio Adjustments](https://term.greeks.live/term/collateral-ratio-adjustments/) Meaning ⎊ Collateral ratio adjustments act as a dynamic risk buffer, ensuring protocol solvency by recalibrating asset requirements relative to market volatility. ⎊ Definition ## [Governance Framework Implementation](https://term.greeks.live/term/governance-framework-implementation/) Meaning ⎊ Governance Framework Implementation codifies decision-making and risk-management, ensuring decentralized protocols adapt securely to market volatility. ⎊ Definition ## [Financial Derivative Tracking](https://term.greeks.live/term/financial-derivative-tracking/) Meaning ⎊ Financial Derivative Tracking synchronizes off-chain market data with decentralized protocols to ensure precise settlement and systemic stability. ⎊ Definition ## [Pool Parameterization](https://term.greeks.live/definition/pool-parameterization/) Defining the mathematical rules and constraints for a matching pool to optimize distribution and achieve specific outcomes. ⎊ Definition ## [Onchain Governance Proposals](https://term.greeks.live/term/onchain-governance-proposals/) Meaning ⎊ Onchain Governance Proposals enable transparent, automated collective decision-making to manage risk and protocol parameters in decentralized finance. ⎊ Definition ## [Social Graph Analysis](https://term.greeks.live/definition/social-graph-analysis/) Mapping on-chain interactions to identify influence, network structure, and malicious clusters like Sybil attacks. ⎊ Definition ## [Digital Asset Staking](https://term.greeks.live/term/digital-asset-staking/) Meaning ⎊ Digital Asset Staking serves as a critical mechanism for network security and capital efficiency by transforming idle assets into yield-bearing collateral. ⎊ Definition ## [Pre-Unlock Market Sentiment](https://term.greeks.live/definition/pre-unlock-market-sentiment/) Investor outlook and behavior leading up to a token unlock, often driving volatility based on fears or hopes of supply shifts. ⎊ Definition ## [Token Issuance Models](https://term.greeks.live/definition/token-issuance-models/) Frameworks governing the creation and distribution of new tokens to manage supply and incentivize stakeholders. ⎊ Definition ## [Institutional Liquidity Pools](https://term.greeks.live/definition/institutional-liquidity-pools/) Large capital reserves from institutional players providing deep market liquidity and reducing trade slippage. ⎊ Definition ## [Algorithmic Execution Platforms](https://term.greeks.live/term/algorithmic-execution-platforms/) Meaning ⎊ Algorithmic execution platforms automate trade routing to minimize slippage and optimize liquidity access within decentralized financial markets. ⎊ Definition --- ## 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 89", "item": "https://term.greeks.live/area/contagion-propagation-analysis/resource/89/" } ] } ``` ```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 spur gear is mounted on a twisted shaft, while a light blue faceted cap finishes the assembly." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/programmable-financial-security/", "url": "https://term.greeks.live/term/programmable-financial-security/", "headline": "Programmable Financial Security", "description": "Meaning ⎊ Programmable Financial Security automates complex derivative transactions through immutable code, ensuring trustless settlement and risk management. ⎊ Definition", "datePublished": "2026-04-04T13:18:54+00:00", "dateModified": "2026-04-04T13:20:26+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/advanced-collateralization-and-cryptographic-security-protocols-in-smart-contract-options-derivatives-trading.jpg", "width": 3850, "height": 2166, "caption": "A high-tech stylized padlock, featuring a deep blue body and metallic shackle, symbolizes digital asset security and collateralization processes. A glowing green ring around the primary keyhole indicates an active state, representing a verified and secure protocol for asset access." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/protocol-interoperability-solutions/", "url": "https://term.greeks.live/term/protocol-interoperability-solutions/", "headline": "Protocol Interoperability Solutions", "description": "Meaning ⎊ Protocol Interoperability Solutions enable trustless asset and data movement, creating unified liquidity for complex decentralized derivatives. ⎊ Definition", "datePublished": "2026-04-04T12:48:44+00:00", "dateModified": "2026-04-04T12:50:28+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/cross-chain-interoperability-protocol-facilitating-atomic-swaps-between-decentralized-finance-layer-2-solutions.jpg", "width": 3850, "height": 2166, "caption": "A detailed mechanical connection between two cylindrical objects is shown in a cross-section view, revealing internal components including a central threaded shaft, glowing green rings, and sinuous beige structures. This visualization metaphorically represents the sophisticated architecture of cross-chain interoperability protocols, specifically illustrating Layer 2 solutions in decentralized finance." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/cold-start-problem/", "url": "https://term.greeks.live/definition/cold-start-problem/", "headline": "Cold Start Problem", "description": "The difficulty of achieving initial growth and liquidity for a new protocol that lacks existing users and network effects. ⎊ Definition", "datePublished": "2026-04-04T12:46:07+00:00", "dateModified": "2026-04-04T12:46:49+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/dissecting-smart-contract-architecture-for-derivatives-settlement-and-risk-collateralization-mechanisms.jpg", "width": 3850, "height": 2166, "caption": "A detailed 3D rendering showcases two sections of a cylindrical object separating, revealing a complex internal mechanism comprised of gears and rings. The internal components, rendered in teal and metallic colors, represent the intricate workings of a complex system." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/collateral-ratio-adjustments/", "url": "https://term.greeks.live/term/collateral-ratio-adjustments/", "headline": "Collateral Ratio Adjustments", "description": "Meaning ⎊ Collateral ratio adjustments act as a dynamic risk buffer, ensuring protocol solvency by recalibrating asset requirements relative to market volatility. ⎊ Definition", "datePublished": "2026-04-04T12:39:22+00:00", "dateModified": "2026-04-04T12:40:15+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-algorithmic-execution-mechanism-illustrating-volatility-surface-adjustments-for-defi-protocols.jpg", "width": 3850, "height": 2166, "caption": "A high-resolution 3D render displays a futuristic mechanical component. A teal fin-like structure is housed inside a deep blue frame, suggesting precision movement for regulating flow or data." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/governance-framework-implementation/", "url": "https://term.greeks.live/term/governance-framework-implementation/", "headline": "Governance Framework Implementation", "description": "Meaning ⎊ Governance Framework Implementation codifies decision-making and risk-management, ensuring decentralized protocols adapt securely to market volatility. ⎊ Definition", "datePublished": "2026-04-04T12:26:57+00:00", "dateModified": "2026-04-04T12:27:41+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/term/financial-derivative-tracking/", "url": "https://term.greeks.live/term/financial-derivative-tracking/", "headline": "Financial Derivative Tracking", "description": "Meaning ⎊ Financial Derivative Tracking synchronizes off-chain market data with decentralized protocols to ensure precise settlement and systemic stability. ⎊ Definition", "datePublished": "2026-04-04T12:23:49+00:00", "dateModified": "2026-04-04T12:25:37+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/on-chain-execution-ring-mechanism-for-collateralized-derivative-financial-products-and-interoperability.jpg", "width": 3850, "height": 2166, "caption": "A close-up view shows a dark blue mechanical component interlocking with a light-colored rail structure. A neon green ring facilitates the connection point, with parallel green lines extending from the dark blue part against a dark background." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/pool-parameterization/", "url": "https://term.greeks.live/definition/pool-parameterization/", "headline": "Pool Parameterization", "description": "Defining the mathematical rules and constraints for a matching pool to optimize distribution and achieve specific outcomes. ⎊ Definition", "datePublished": "2026-04-04T12:14:58+00:00", "dateModified": "2026-04-04T12:15:35+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/term/onchain-governance-proposals/", "url": "https://term.greeks.live/term/onchain-governance-proposals/", "headline": "Onchain Governance Proposals", "description": "Meaning ⎊ Onchain Governance Proposals enable transparent, automated collective decision-making to manage risk and protocol parameters in decentralized finance. ⎊ Definition", "datePublished": "2026-04-04T12:07:53+00:00", "dateModified": "2026-04-04T12:08:53+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-node-visualizing-smart-contract-execution-and-layer-2-data-aggregation.jpg", "width": 3850, "height": 2166, "caption": "A detailed abstract 3D render shows a complex mechanical object composed of concentric rings in blue and off-white tones. A central green glowing light illuminates the core, suggesting a focus point or power source." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/social-graph-analysis/", "url": "https://term.greeks.live/definition/social-graph-analysis/", "headline": "Social Graph Analysis", "description": "Mapping on-chain interactions to identify influence, network structure, and malicious clusters like Sybil attacks. ⎊ Definition", "datePublished": "2026-04-04T12:04:23+00:00", "dateModified": "2026-04-04T12:07:11+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-protocol-architecture-analysis-revealing-collateralization-ratios-and-algorithmic-liquidation-thresholds-in-decentralized-finance-derivatives.jpg", "width": 3850, "height": 2166, "caption": "A layered, tube-like structure is shown in close-up, with its outer dark blue layers peeling back to reveal an inner green core and a tan intermediate layer. A distinct bright blue ring glows between two of the dark blue layers, highlighting a key transition point in the structure." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/digital-asset-staking/", "url": "https://term.greeks.live/term/digital-asset-staking/", "headline": "Digital Asset Staking", "description": "Meaning ⎊ Digital Asset Staking serves as a critical mechanism for network security and capital efficiency by transforming idle assets into yield-bearing collateral. ⎊ Definition", "datePublished": "2026-04-04T11:28:48+00:00", "dateModified": "2026-04-04T11:29:35+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-architecture-of-decentralized-protocols-optimistic-rollup-mechanisms-and-staking-interplay.jpg", "width": 3850, "height": 2166, "caption": "The image displays a close-up of dark blue, light blue, and green cylindrical components arranged around a central axis. This abstract mechanical structure features concentric rings and flanged ends, suggesting a detailed engineering design." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/pre-unlock-market-sentiment/", "url": "https://term.greeks.live/definition/pre-unlock-market-sentiment/", "headline": "Pre-Unlock Market Sentiment", "description": "Investor outlook and behavior leading up to a token unlock, often driving volatility based on fears or hopes of supply shifts. ⎊ Definition", "datePublished": "2026-04-04T11:28:26+00:00", "dateModified": "2026-04-04T11:29:11+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/collateralized-debt-obligation-tranche-structure-visualized-representing-waterfall-payment-dynamics-in-decentralized-finance.jpg", "width": 3850, "height": 2166, "caption": "This abstract visualization features multiple coiling bands in shades of dark blue, beige, and bright green converging towards a central point, creating a sense of intricate, structured complexity. The visual metaphor represents the layered architecture of complex financial instruments, such as Collateralized Loan Obligations CLOs in Decentralized Finance." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/token-issuance-models/", "url": "https://term.greeks.live/definition/token-issuance-models/", "headline": "Token Issuance Models", "description": "Frameworks governing the creation and distribution of new tokens to manage supply and incentivize stakeholders. ⎊ Definition", "datePublished": "2026-04-04T11:09:30+00:00", "dateModified": "2026-04-04T15:52:40+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/interlocking-derivative-market-dynamics-analyzing-options-pricing-and-implied-volatility-via-smart-contracts.jpg", "width": 3850, "height": 2166, "caption": "A close-up view presents two interlocking rings with sleek, glowing inner bands of blue and green, set against a dark, fluid background. The rings appear to be in continuous motion, creating a visual metaphor for complex systems." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/institutional-liquidity-pools/", "url": "https://term.greeks.live/definition/institutional-liquidity-pools/", "headline": "Institutional Liquidity Pools", "description": "Large capital reserves from institutional players providing deep market liquidity and reducing trade slippage. ⎊ Definition", "datePublished": "2026-04-04T11:08:02+00:00", "dateModified": "2026-04-04T11:09:45+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/sophisticated-decentralized-autonomous-organization-architecture-supporting-dynamic-options-trading-and-hedging-strategies.jpg", "width": 3850, "height": 2166, "caption": "A low-poly digital render showcases an intricate mechanical structure composed of dark blue and off-white truss-like components. The complex frame features a circular element resembling a wheel and several bright green cylindrical connectors." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/algorithmic-execution-platforms/", "url": "https://term.greeks.live/term/algorithmic-execution-platforms/", "headline": "Algorithmic Execution Platforms", "description": "Meaning ⎊ Algorithmic execution platforms automate trade routing to minimize slippage and optimize liquidity access within decentralized financial markets. ⎊ Definition", "datePublished": "2026-04-04T10:53:25+00:00", "dateModified": "2026-04-04T10:53:53+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-protocol-design-for-collateralized-debt-positions-in-decentralized-options-trading-risk-management-framework.jpg", "width": 3850, "height": 2166, "caption": "A high-resolution, close-up view presents a futuristic mechanical component featuring dark blue and light beige armored plating with silver accents. At the base, a bright green glowing ring surrounds a central core, suggesting active functionality or power flow." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/complex-multilayered-structure-representing-decentralized-finance-protocol-architecture-and-risk-mitigation-strategies-in-derivatives-trading.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/contagion-propagation-analysis/resource/89/