Digital Economy
Core ConceptsThe portion of economic output derived from digital technologies, data, and the internet. Includes e-commerce, digital services, platform businesses, and data-driven value creation.
Context
Current size: $24 trillion (2025) • Growth: 10-12% annually • Share of global GDP: 21%
Module 1Main Site
Related Terms
Platform EconomyDigital TransformationE-commerce
Platform Economy
Core ConceptsAn economic system where digital platforms serve as intermediaries connecting different user groups (producers, consumers, service providers). Network effects drive value creation.
Context
Examples: Amazon, Uber, Airbnb, Alipay • Market dynamics: Winner-take-most • Players: 52 unicorns
Module 3Main Site
Related Terms
Two-sided MarketsNetwork EffectsMulti-sided Platforms
Network Effects
Core ConceptsA phenomenon where a product or service becomes more valuable as more people use it. The value increase is exponential relative to the number of users (Metcalfe's Law).
Context
Application: Social networks, payment systems, telecom • Implication: Creates natural monopolies and barriers to entry
Module 3Main Site
Related Terms
Metcalfe's LawCritical MassLock-in Effect
Winner-Take-Most Markets
Core ConceptsMarket structure where the dominant firm captures a disproportionate share of value and market share, often 50-90% of total market. Common in platform and network-driven industries.
Context
Examples: Search (Google ~92%), Cloud (AWS 31%), Social Media (Meta ~60% of social ad spending)
Module 1Main Site
Related Terms
Market ConcentrationMonopoly PowerFirst-mover Advantage
Metcalfe's Law
Core ConceptsPrinciple stating that the value of a network is proportional to the square of the number of connected users (V = n²). Demonstrates exponential value growth with user base.
Context
Application: Explains platform dominance • Implication: Creates natural monopolies • Exception: Diminishing returns at scale
Module 3Main Site
Related Terms
Network EffectsValue CreationPlatform Economics
Digital Infrastructure
InfrastructureThe physical and logical networks enabling digital services: subsea cables, fiber backbones, data centers, cloud regions, and edge nodes. Infrastructure performance determines latency, resilience, and sovereignty capabilities.
Context
6-Layer Framework: Physical → Network → Logical → Application → Economic → Governance • Components: Networks, data centers, connectivity
Module 2Main & Courses
Related Terms
Data CentersSemiconductor Supply ChainCloud Computing
Semiconductor Supply Chain
InfrastructureThe eight-stage value chain from raw materials to advanced chipsets. Complex global process: raw materials → purification → equipment manufacturing → chip design → fabrication → advanced packaging → testing → distribution.
Context
Key bottleneck: TSMC (90% of advanced <7nm chips) • Geographic risk: Taiwan Strait controls 90% of production • Extreme concentration: ASML 100% EUV lithography
Module 2Main & Courses
Related Terms
Chip DesignFabricationAdvanced PackagingTSMC Dominance
TSMC Monopoly
InfrastructureTaiwan Semiconductor Manufacturing Company controls approximately 90% of the global market for advanced logic chips (7nm and below).
Context
Concentration risk: Single facility in Taiwan • Strategic significance: Essential for AI, smartphones, defense • Geopolitical flashpoint
Module 2Main Site
Related Terms
Foundry ModelGeographic ConcentrationGeopolitical Risk
AI Hardware Dominance
InfrastructureNVIDIA's overwhelming market share (92%) in AI accelerators, particularly GPUs essential for large language model training.
Context
Market size: $227B projected by 2030 • Constraint: GPU supply bottleneck affects AI development worldwide
Module 2Main Site
Related Terms
Graphics Processing UnitsTensor Processing UnitsAI Infrastructure
Critical Minerals in Digital Economy
InfrastructureEssential raw materials for digital infrastructure: rare earth elements, lithium, cobalt, copper. Geographic concentration creates supply vulnerability.
Context
China: 98% of gallium, 70% of rare earth mining • Demand: 5× growth by 2030 • Risk: Supply chain bottleneck for semiconductor production
Module 2Main Site
Related Terms
Supply Chain RiskRare Earth ElementsResource Extraction
Data Centers
InfrastructureFacilities housing servers, storage systems, and computing infrastructure for cloud services. 8,500+ globally, concentrated in US (45%), EU (25%), Asia-Pacific growing.
Context
Electricity consumption: ~1% of global usage, growing with AI • Geographic distribution: Uneven, creates latency and dependency risks • Hyperscale facilities draw 600k tons/day of water
Module 2Main & Courses
Related Terms
Cloud InfrastructureServer FarmsEnergy Consumption
5G/6G Network Infrastructure
InfrastructureNext-generation wireless networks enabling ultra-low latency, high bandwidth connectivity. 5G deployment underway globally; 6G in research phase targeting 2030s.
Context
1.5B 5G users globally • 6G R&D phase • Projected speeds: 20 Gbps • Coverage: 180 countries
Module 2Main Site
Related Terms
Wireless InfrastructureNetwork EvolutionEdge Computing
Subsea Cable Networks
InfrastructureUnderwater fiber-optic cables carrying 99% of intercontinental internet traffic. Critical chokepoints create geopolitical vulnerabilities.
Context
Network: 550+ cables spanning 1.4M km • Ownership: Tech giants (Google, Meta, Amazon) increasingly own private cables • Risk: Concentrated routes through strategic straits
Module 2Courses
Related Terms
Internet BackboneFiber OpticsCritical Infrastructure
Cloud Infrastructure Concentration
Services & EconomicsMarket dominance of top 3 cloud providers: AWS (31%), Microsoft Azure (20%), Google Cloud (11%). Remaining 38% split among Alibaba, Oracle, IBM, and others.
Context
October 2025 AWS Outage: $4.15 billion impact • Systemic risk: Concentrated infrastructure dependency
Module 3Main Site
Related Terms
Cloud MarketInfrastructure as a ServiceVendor Lock-in
Vendor Lock-in
Services & EconomicsSituation where customers become dependent on a vendor's products/services, making switching to competitors difficult or costly due to proprietary formats or integration.
Context
Examples: Cloud services (AWS), software ecosystems, database systems • Impact: Reduces competition, inflates prices
Module 3Main Site
Related Terms
Switching CostsMarket PowerCompetitive Disadvantage
Platform Economics
Services & EconomicsEconomic analysis of multi-sided platforms connecting different user groups. Value creation through network effects, data aggregation, and ecosystem orchestration.
Context
52 unicorns • $18T market cap • Winner-take-most dynamics • Two-sided market effects
Module 3Main Site
Related Terms
Platform EconomyNetwork EffectsMulti-sided Markets
Digital Trade & E-commerce
Services & EconomicsCross-border exchange of goods, services, and data enabled by digital platforms. Includes digital services, cloud computing, streaming, and online marketplaces.
Context
Global e-commerce: $5.8T (2024) • Cross-border digital services: $3.2T • Growth: 15% annually
Module 1Courses
Related Terms
E-commerceDigital ServicesPlatform Economy
FinTech Revolution
Services & EconomicsTechnology-driven transformation of financial services including digital payments, mobile banking, blockchain, and decentralized finance (DeFi).
Context
Digital payments: $9.5T volume • Mobile banking users: 2.5B • Blockchain adoption accelerating
Module 3Courses
Related Terms
Digital PaymentsBlockchainMobile BankingDeFi
Digital Divide
Challenges & RisksPersistent inequality in access to digital infrastructure, technology, and digital literacy, creating economic disadvantage for underserved populations.
Context
4 billion unconnected people • 70% in developing nations • Fiber coverage only 40% globally • Widening gap
Module 1Main Site
Related Terms
Digital EquityInfrastructure GapDigital Literacy
Digital Economy Environmental Footprint
Challenges & RisksEcological impact of digital infrastructure: 7% of global electricity consumption, 2.1-3.9% of greenhouse gas emissions, 62 million tons of e-waste annually. Data centers consume >480 TWh annually.
Context
Data centers: 480 TWh annually • Growth trajectory: Increasing with AI workloads • E-waste: Rapid growth with device obsolescence • AI training: Hundreds of tonnes CO₂e per model
Module 4Main & Courses
Related Terms
E-wasteCarbon FootprintData Center EnergyCritical Minerals
Cybersecurity Threats in Digital Economy
Challenges & RisksSecurity risks and attacks targeting digital infrastructure: 220+ major breaches (2023), 2.5+ billion exposed records, average $8 million cost per breach. Systems and protocols protecting digital assets, industrial control, and critical infrastructure.
Context
40% YoY increase in attacks • Attack vectors: Ransomware, supply chain attacks, zero-days • Systemic risk to infrastructure • Compliance: NIS2, DORA, CISA directives
Module 4Main & Courses
Related Terms
RansomwareZero-day VulnerabilitySupply Chain SecurityZero-trust Architecture
Geopolitical Risk in Digital Economy
Challenges & RisksStrategic tensions and vulnerabilities: US-China tech decoupling, export controls on semiconductors, supply chain reshoring, digital sovereignty disputes. Strategic dependencies in global supply chains create heightened resilience, security, and policy exposure.
Context
Taiwan Strait: Single point of geopolitical failure • Export controls: CHIPS Act (US), CAP (EU) • Strategic autonomy competition • China supplies 98% gallium/rare earths
Module 4Main & Courses
Related Terms
Tech DecouplingExport ControlsDigital Sovereignty
AI Ethics & Governance
Challenges & RisksFrameworks for responsible AI development and deployment, addressing bias, transparency, accountability, and societal impact. Compute equity, public AI resources, and ethical deployment are core priorities.
Context
Key issues: Algorithmic bias, privacy concerns, job displacement • Regulations: EU AI Act, emerging standards • Governance: Safety, auditing, alignment
Module 4Courses
Related Terms
Algorithmic AccountabilityAI RegulationResponsible AI
IBCDE Framework
Research & FrameworksRong (2022) five-dimensional model: Infrastructure, Business-to-Business (B2B) platforms, Consumer (to-C) platforms, Data Ecosystem, Economic contexts. Comprehensive framework for digital economy analysis.
Context
Adoption: Widely used in academic research • Strength: Spans technical to policy dimensions • Bridges: Multidisciplinary perspectives
Module 5Main Site
Related Terms
Three-Level FrameworkResearch FrameworkDigital Economy Analysis
Three-Level Framework
Research & FrameworksZhang et al. (2023) hierarchical model: Level 1 (Technology) → Level 2 (Innovation) → Level 3 (Governance). Structures digital economy from foundational technology through policy implementation.
Context
Integration: Technology, innovation, governance • Application: Regional development assessment • Sensitivity: Context-aware analysis
Module 5Main Site
Related Terms
IBCDE FrameworkPolicy ImplementationTechnology Layers
Measurement & Definition Challenges
Research & FrameworksCritical gap: Lack of universally accepted definitions and standardized metrics for digital economy size, making cross-country comparisons problematic.
Context
Problem: Systematic underestimation of true economic impact • Impact: Hinders evidence-based policymaking • Research need: Harmonized international standards
Module 5Main Site
Related Terms
Digital Economy MetricsGDP CalculationStandardization
Digital Economy Indices (DESI, NRI, DEDI)
Research & FrameworksComposite indices measuring digital economy maturity across countries. DESI (EU focus), NRI (global), DEDI (emerging markets). Multi-dimensional aggregation with weighted scoring.
Context
DESI: 5 dimensions, Finland leads • NRI: 4 pillars, 133 countries, US leads • DEDI: Infrastructure gaps focus
Module 5Courses
Related Terms
Measurement MethodsBenchmarkingDigital Maturity
Regulatory & Legal Gaps
Research GapsAbsence of comprehensive legal frameworks: data privacy, platform monopolies, algorithmic accountability, data sovereignty conflicts. Regulations lag technological change.
Context
Gaps: AI ethics, platform competition law, cross-border data flows • Conflict: Different jurisdictional approaches (GDPR vs. others)
Module 5Main Site
Related Terms
Data PrivacyPlatform RegulationAI Governance
Sustainability Integration Gap
Research GapsInsufficient research on leveraging digital technologies for environmental goals. Digital circular economy mechanisms and sustainability transitions under-explored.
Context
Challenge: Massive energy consumption contradicts sustainability goals • Opportunity: Digital tools for resource efficiency • Need: Integrated digital-environmental policy
Module 5Main Site
Related Terms
Circular EconomyEnvironmental PolicySustainable Development