# Attention Allocation Effects ⎊ Area ⎊ Greeks.live --- ## What is the Analysis of Attention Allocation Effects? Attention Allocation Effects, within cryptocurrency derivatives and options trading, represent the dynamic shifting of investor focus across various assets or strategies based on evolving market conditions and information flows. This phenomenon is particularly pronounced in volatile crypto markets where rapid price movements and novel instruments necessitate constant reassessment of risk-reward profiles. Quantitative models incorporating attention allocation can improve portfolio construction and hedging strategies by identifying periods of heightened concentration or dispersion of investor interest, potentially signaling shifts in market sentiment. Understanding these effects requires a nuanced approach, considering both on-chain data reflecting network activity and off-chain sentiment analysis derived from social media and news sources. ## What is the Algorithm of Attention Allocation Effects? The algorithmic detection of Attention Allocation Effects leverages machine learning techniques to identify patterns in trading volume, order book dynamics, and derivative pricing discrepancies. These algorithms often employ time series analysis and natural language processing to quantify shifts in investor attention across different crypto assets or trading strategies. A key challenge lies in distinguishing genuine shifts in allocation from noise or spurious correlations, necessitating robust backtesting and validation procedures. Furthermore, incorporating high-frequency data and real-time sentiment indicators can enhance the predictive power of these algorithmic models, enabling more responsive and adaptive trading strategies. ## What is the Risk of Attention Allocation Effects? The inherent risk associated with Attention Allocation Effects stems from the potential for rapid and unexpected shifts in investor sentiment, leading to abrupt price dislocations and increased volatility. Derivatives markets, particularly options, amplify these risks due to their leveraged nature and sensitivity to changes in implied volatility. Effective risk management requires continuous monitoring of attention allocation patterns and the implementation of dynamic hedging strategies that adjust exposure based on evolving market conditions. Ignoring these effects can result in significant underestimation of portfolio risk and potential for substantial losses, especially during periods of heightened market uncertainty. --- ## [Asymmetric Risk Preferences](https://term.greeks.live/definition/asymmetric-risk-preferences/) The variance in risk-taking behavior based on whether an outcome is perceived as a gain or a loss. ⎊ Definition ## [Liquidity Network Effects](https://term.greeks.live/definition/liquidity-network-effects/) The phenomenon where higher liquidity attracts more participants, creating a cycle that improves market efficiency. ⎊ Definition ## [Inflationary Pressure Effects](https://term.greeks.live/term/inflationary-pressure-effects/) Meaning ⎊ Inflationary pressure effects function as a systemic cost of carry that dictates the pricing and risk profile of decentralized derivative instruments. ⎊ Definition ## [Portfolio Rebalancing Tax Effects](https://term.greeks.live/definition/portfolio-rebalancing-tax-effects/) Tax consequences resulting from the sale of assets during the process of realigning portfolio weights. ⎊ Definition ## [High-Frequency Trading Effects](https://term.greeks.live/term/high-frequency-trading-effects/) Meaning ⎊ High-frequency trading optimizes execution speed to capture liquidity imbalances, significantly shaping market volatility and price discovery efficiency. ⎊ Definition ## [Framing Effects in Trading](https://term.greeks.live/definition/framing-effects-in-trading/) The influence of information presentation on perception and decision-making, leading to non-rational trading choices. ⎊ Definition ## [Stablecoin De-Pegging Effects](https://term.greeks.live/definition/stablecoin-de-pegging-effects/) The failure of a stablecoin to maintain its target value, causing widespread collateral devaluation and market disruption. ⎊ Definition ## [Governance Model Effects](https://term.greeks.live/term/governance-model-effects/) Meaning ⎊ Governance model effects define the structural link between decentralized decision-making and the risk management of on-chain derivative instruments. ⎊ Definition ## [Vanna and Volga Effects](https://term.greeks.live/definition/vanna-and-volga-effects/) Vanna is Delta sensitivity to volatility changes; Volga is Vega sensitivity to volatility changes. ⎊ Definition ## [Interest Rate Effects](https://term.greeks.live/term/interest-rate-effects/) Meaning ⎊ Interest rate effects define the cost of leverage and the pricing of derivatives by anchoring capital flows within decentralized financial protocols. ⎊ Definition ## [Checks Effects Interactions Pattern](https://term.greeks.live/definition/checks-effects-interactions-pattern-2/) A coding pattern that prevents reentrancy by performing all state updates before initiating external contract calls. ⎊ Definition ## [Inflation Rate Effects](https://term.greeks.live/term/inflation-rate-effects/) Meaning ⎊ Inflation rate effects represent the systematic erosion of asset purchasing power, necessitating precise adjustments in crypto derivative pricing models. ⎊ Definition ## [Transaction Ordering Effects](https://term.greeks.live/term/transaction-ordering-effects/) Meaning ⎊ Transaction ordering effects dictate the realized execution sequence on a blockchain, fundamentally shaping market fairness and derivative pricing. ⎊ Definition ## [Protocol Network Effects](https://term.greeks.live/term/protocol-network-effects/) Meaning ⎊ Protocol Network Effects drive financial efficiency by creating self-reinforcing loops of liquidity, reducing slippage for decentralized derivatives. ⎊ Definition ## [Confirmation Bias Effects](https://term.greeks.live/term/confirmation-bias-effects/) Meaning ⎊ Confirmation bias functions as a cognitive filter that obscures objective risk assessment, often leading to systemic failure in decentralized markets. ⎊ Definition ## [Macroeconomic Correlation Effects](https://term.greeks.live/term/macroeconomic-correlation-effects/) Meaning ⎊ Macroeconomic correlation effects determine the sensitivity of digital asset prices to global liquidity cycles and traditional monetary policy regimes. ⎊ Definition ## [Decentralized Network Effects](https://term.greeks.live/term/decentralized-network-effects/) Meaning ⎊ Decentralized network effects accelerate protocol utility by programmatically aligning participant incentives and liquidity depth across open systems. ⎊ Definition ## [Market Contagion Effects](https://term.greeks.live/term/market-contagion-effects/) Meaning ⎊ Market contagion effects represent the systemic transmission of insolvency across decentralized protocols triggered by automated liquidation feedback loops. ⎊ Definition ## [Contagion Effects Modeling](https://term.greeks.live/term/contagion-effects-modeling/) Meaning ⎊ Contagion effects modeling quantifies the propagation of financial distress across interconnected decentralized protocols to ensure systemic stability. ⎊ Definition ## [Loss Aversion Effects](https://term.greeks.live/term/loss-aversion-effects/) Meaning ⎊ Loss aversion effects distort risk assessment in crypto derivatives, creating predictable liquidation patterns that drive systemic market volatility. ⎊ Definition ## [Volatility Smile Effects](https://term.greeks.live/term/volatility-smile-effects/) Meaning ⎊ Volatility smile effects quantify the market-implied risk of extreme price movements, serving as a critical tool for hedging in decentralized markets. ⎊ Definition ## [Systemic De-Pegging Effects](https://term.greeks.live/definition/systemic-de-pegging-effects/) A stable asset losing its target value due to structural failures, triggering widespread market instability and contagion. ⎊ Definition ## [Network Effects Analysis](https://term.greeks.live/term/network-effects-analysis/) Meaning ⎊ Network Effects Analysis measures how participant growth drives liquidity and execution efficiency in decentralized derivative protocols. ⎊ Definition ## [Systems Contagion Effects](https://term.greeks.live/term/systems-contagion-effects/) Meaning ⎊ Systems Contagion Effects define the process by which local decentralized protocol failures trigger rapid, automated liquidity loss across markets. ⎊ Definition ## [Framing Effects Analysis](https://term.greeks.live/term/framing-effects-analysis/) Meaning ⎊ Framing Effects Analysis identifies how interface architecture distorts risk perception, directly influencing stability in decentralized markets. ⎊ Definition ## [Failure Contagion Effects](https://term.greeks.live/term/failure-contagion-effects/) Meaning ⎊ Failure contagion effects describe the mechanism where localized protocol distress triggers widespread liquidation cascades across decentralized markets. ⎊ Definition ## [Order Book Depth Effects Analysis](https://term.greeks.live/term/order-book-depth-effects-analysis/) Meaning ⎊ Order book depth analysis quantifies liquidity distribution to predict execution quality and systemic resilience against market volatility. ⎊ Definition ## [Regulatory Landscape Effects](https://term.greeks.live/term/regulatory-landscape-effects/) Meaning ⎊ Regulatory Landscape Effects dictate the operational efficiency, risk distribution, and institutional viability of decentralized derivative markets. ⎊ Definition ## [Theta Decay Effects](https://term.greeks.live/term/theta-decay-effects/) Meaning ⎊ Theta decay systematically erodes the extrinsic value of crypto options over time, serving as a critical transfer mechanism in decentralized markets. ⎊ Definition ## [Currency Exchange Rate Effects](https://term.greeks.live/term/currency-exchange-rate-effects/) Meaning ⎊ Currency exchange rate effects dictate the solvency and efficiency of decentralized derivative positions by linking margin value to settlement tokens. ⎊ Definition --- ## 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This phenomenon is particularly pronounced in volatile crypto markets where rapid price movements and novel instruments necessitate constant reassessment of risk-reward profiles. Quantitative models incorporating attention allocation can improve portfolio construction and hedging strategies by identifying periods of heightened concentration or dispersion of investor interest, potentially signaling shifts in market sentiment. Understanding these effects requires a nuanced approach, considering both on-chain data reflecting network activity and off-chain sentiment analysis derived from social media and news sources." } }, { "@type": "Question", "name": "What is the Algorithm of Attention Allocation Effects?", "acceptedAnswer": { "@type": "Answer", "text": "The algorithmic detection of Attention Allocation Effects leverages machine learning techniques to identify patterns in trading volume, order book dynamics, and derivative pricing discrepancies. 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The object features a color palette including dark navy blue, light blue, white, and vibrant green segments, creating a fluid and continuous visual representation on a dark background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/decentralized-network-effects/", "url": "https://term.greeks.live/term/decentralized-network-effects/", "headline": "Decentralized Network Effects", "description": "Meaning ⎊ Decentralized network effects accelerate protocol utility by programmatically aligning participant incentives and liquidity depth across open systems. ⎊ Definition", "datePublished": "2026-03-21T10:16:34+00:00", "dateModified": "2026-03-21T10:17:37+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/collateralization-and-interoperability-complexity-within-decentralized-finance-liquidity-aggregation-and-structured-products.jpg", "width": 3850, "height": 2166, "caption": "The abstract artwork features multiple smooth, rounded tubes intertwined in a complex knot structure. The tubes, rendered in contrasting colors including deep blue, bright green, and beige, pass over and under one another, demonstrating intricate connections." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/market-contagion-effects/", "url": "https://term.greeks.live/term/market-contagion-effects/", "headline": "Market Contagion Effects", "description": "Meaning ⎊ Market contagion effects represent the systemic transmission of insolvency across decentralized protocols triggered by automated liquidation feedback loops. ⎊ Definition", "datePublished": "2026-03-21T07:00:14+00:00", "dateModified": "2026-03-21T07:01:18+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-stablecoin-depeg-event-liquidity-outflow-contagion-risk-assessment.jpg", "width": 3850, "height": 2166, "caption": "A blue collapsible container lies on a dark surface, tilted to the side. A glowing, bright green liquid pours from its open end, pooling on the ground in a small puddle." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/contagion-effects-modeling/", "url": "https://term.greeks.live/term/contagion-effects-modeling/", "headline": "Contagion Effects Modeling", "description": "Meaning ⎊ Contagion effects modeling quantifies the propagation of financial distress across interconnected decentralized protocols to ensure systemic stability. ⎊ Definition", "datePublished": "2026-03-21T05:04:56+00:00", "dateModified": "2026-03-21T05:05:29+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/sequential-execution-logic-and-multi-layered-risk-collateralization-within-decentralized-finance-perpetual-futures-and-options-tranche-models.jpg", "width": 3850, "height": 2166, "caption": "The visual features a series of interconnected, smooth, ring-like segments in a vibrant color gradient, including deep blue, bright green, and off-white against a dark background. The perspective creates a sense of continuous flow and progression from one element to the next, emphasizing the sequential nature of the structure." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/loss-aversion-effects/", "url": "https://term.greeks.live/term/loss-aversion-effects/", "headline": "Loss Aversion Effects", "description": "Meaning ⎊ Loss aversion effects distort risk assessment in crypto derivatives, creating predictable liquidation patterns that drive systemic market volatility. ⎊ Definition", "datePublished": "2026-03-20T15:58:47+00:00", "dateModified": "2026-03-20T15:59:07+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/visualization-of-collateralized-debt-position-risks-and-options-trading-interdependencies-in-decentralized-finance.jpg", "width": 3850, "height": 2166, "caption": "A dark blue and light blue abstract form tightly intertwine in a knot-like structure against a dark background. The smooth, glossy surface of the tubes reflects light, highlighting the complexity of their connection and a green band visible on one of the larger forms." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/volatility-smile-effects/", "url": "https://term.greeks.live/term/volatility-smile-effects/", "headline": "Volatility Smile Effects", "description": "Meaning ⎊ Volatility smile effects quantify the market-implied risk of extreme price movements, serving as a critical tool for hedging in decentralized markets. ⎊ Definition", "datePublished": "2026-03-20T15:52:43+00:00", "dateModified": "2026-03-20T15:53:26+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-derivative-layering-visualization-and-recursive-smart-contract-risk-aggregation-architecture.jpg", "width": 3850, "height": 2166, "caption": "A close-up view reveals nested, flowing forms in a complex arrangement. The polished surfaces create a sense of depth, with colors transitioning from dark blue on the outer layers to vibrant greens and blues towards the center." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/systemic-de-pegging-effects/", "url": "https://term.greeks.live/definition/systemic-de-pegging-effects/", "headline": "Systemic De-Pegging Effects", "description": "A stable asset losing its target value due to structural failures, triggering widespread market instability and contagion. ⎊ Definition", "datePublished": "2026-03-20T13:23:47+00:00", "dateModified": "2026-03-20T13:25:21+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-collateralization-in-decentralized-finance-representing-interconnected-smart-contract-risk-management-protocols.jpg", "width": 3850, "height": 2166, "caption": "A digitally rendered, abstract object composed of two intertwined, segmented loops. The object features a color palette including dark navy blue, light blue, white, and vibrant green segments, creating a fluid and continuous visual representation on a dark background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/network-effects-analysis/", "url": "https://term.greeks.live/term/network-effects-analysis/", "headline": "Network Effects Analysis", "description": "Meaning ⎊ Network Effects Analysis measures how participant growth drives liquidity and execution efficiency in decentralized derivative protocols. ⎊ Definition", "datePublished": "2026-03-19T16:47:43+00:00", "dateModified": "2026-03-19T16:48:50+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/quantifying-volatility-cascades-in-cryptocurrency-derivatives-leveraging-implied-volatility-analysis.jpg", "width": 3850, "height": 2166, "caption": "A smooth, continuous helical form transitions in color from off-white through deep blue to vibrant green against a dark background. The glossy surface reflects light, emphasizing its dynamic contours as it twists." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/systems-contagion-effects/", "url": "https://term.greeks.live/term/systems-contagion-effects/", "headline": "Systems Contagion Effects", "description": "Meaning ⎊ Systems Contagion Effects define the process by which local decentralized protocol failures trigger rapid, automated liquidity loss across markets. ⎊ Definition", "datePublished": "2026-03-19T11:51:58+00:00", "dateModified": "2026-03-19T11:52:19+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/multi-layered-financial-derivatives-dynamics-and-cascading-capital-flow-representation-in-decentralized-finance-infrastructure.jpg", "width": 3850, "height": 2166, "caption": "A high-angle view captures a dynamic abstract sculpture composed of nested, concentric layers. The smooth forms are rendered in a deep blue surrounding lighter, inner layers of cream, light blue, and bright green, spiraling inwards to a central point." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/framing-effects-analysis/", "url": "https://term.greeks.live/term/framing-effects-analysis/", "headline": "Framing Effects Analysis", "description": "Meaning ⎊ Framing Effects Analysis identifies how interface architecture distorts risk perception, directly influencing stability in decentralized markets. ⎊ Definition", "datePublished": "2026-03-19T08:45:04+00:00", "dateModified": "2026-03-19T08:46:11+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/intertwined-financial-derivatives-and-decentralized-liquidity-pools-representing-market-microstructure-complexity.jpg", "width": 3850, "height": 2166, "caption": "A close-up view reveals a dense knot of smooth, rounded shapes in shades of green, blue, and white, set against a dark, featureless background. The forms are entwined, suggesting a complex, interconnected system." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/failure-contagion-effects/", "url": "https://term.greeks.live/term/failure-contagion-effects/", "headline": "Failure Contagion Effects", "description": "Meaning ⎊ Failure contagion effects describe the mechanism where localized protocol distress triggers widespread liquidation cascades across decentralized markets. ⎊ Definition", "datePublished": "2026-03-19T03:11:20+00:00", "dateModified": "2026-03-19T03:11:41+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/sequential-execution-logic-and-multi-layered-risk-collateralization-within-decentralized-finance-perpetual-futures-and-options-tranche-models.jpg", "width": 3850, "height": 2166, "caption": "The visual features a series of interconnected, smooth, ring-like segments in a vibrant color gradient, including deep blue, bright green, and off-white against a dark background. The perspective creates a sense of continuous flow and progression from one element to the next, emphasizing the sequential nature of the structure." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/order-book-depth-effects-analysis/", "url": "https://term.greeks.live/term/order-book-depth-effects-analysis/", "headline": "Order Book Depth Effects Analysis", "description": "Meaning ⎊ Order book depth analysis quantifies liquidity distribution to predict execution quality and systemic resilience against market volatility. ⎊ Definition", "datePublished": "2026-03-18T13:16:31+00:00", "dateModified": "2026-03-18T13:17:05+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-derivative-layering-visualization-and-recursive-smart-contract-risk-aggregation-architecture.jpg", "width": 3850, "height": 2166, "caption": "A close-up view reveals nested, flowing forms in a complex arrangement. The polished surfaces create a sense of depth, with colors transitioning from dark blue on the outer layers to vibrant greens and blues towards the center." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/regulatory-landscape-effects/", "url": "https://term.greeks.live/term/regulatory-landscape-effects/", "headline": "Regulatory Landscape Effects", "description": "Meaning ⎊ Regulatory Landscape Effects dictate the operational efficiency, risk distribution, and institutional viability of decentralized derivative markets. ⎊ Definition", "datePublished": "2026-03-18T10:54:03+00:00", "dateModified": "2026-03-18T10:54:23+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/term/theta-decay-effects/", "url": "https://term.greeks.live/term/theta-decay-effects/", "headline": "Theta Decay Effects", "description": "Meaning ⎊ Theta decay systematically erodes the extrinsic value of crypto options over time, serving as a critical transfer mechanism in decentralized markets. ⎊ Definition", "datePublished": "2026-03-18T03:07:21+00:00", "dateModified": "2026-03-18T03:08:54+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/intertwined-financial-derivatives-and-decentralized-liquidity-pools-representing-market-microstructure-complexity.jpg", "width": 3850, "height": 2166, "caption": "A close-up view reveals a dense knot of smooth, rounded shapes in shades of green, blue, and white, set against a dark, featureless background. The forms are entwined, suggesting a complex, interconnected system." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/currency-exchange-rate-effects/", "url": "https://term.greeks.live/term/currency-exchange-rate-effects/", "headline": "Currency Exchange Rate Effects", "description": "Meaning ⎊ Currency exchange rate effects dictate the solvency and efficiency of decentralized derivative positions by linking margin value to settlement tokens. ⎊ Definition", "datePublished": "2026-03-17T13:02:05+00:00", "dateModified": "2026-03-17T13:03:16+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/collateralization-and-interoperability-complexity-within-decentralized-finance-liquidity-aggregation-and-structured-products.jpg", "width": 3850, "height": 2166, "caption": "The abstract artwork features multiple smooth, rounded tubes intertwined in a complex knot structure. The tubes, rendered in contrasting colors including deep blue, bright green, and beige, pass over and under one another, demonstrating intricate connections." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/asymmetric-data-aggregation-node-for-decentralized-autonomous-option-protocol-risk-surveillance.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/attention-allocation-effects/