Core References

Definitions & Glossary

Search and filter the master glossary for the Digital Economy course, spanning policy, infrastructure, sustainability, compute, and research methods.

29 curated definitions • 6 topical categories

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8

Modules Covered

Digital Economy

Core Concepts

The 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 Concepts

An 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 Concepts

A 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 Concepts

Market 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 Concepts

Principle 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

Infrastructure

The 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

Infrastructure

The 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

Infrastructure

Taiwan 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

Infrastructure

NVIDIA'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

Infrastructure

Essential 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

Infrastructure

Facilities 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

Infrastructure

Next-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

Infrastructure

Underwater 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 & Economics

Market 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 & Economics

Situation 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 & Economics

Economic 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 & Economics

Cross-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 & Economics

Technology-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 & Risks

Persistent 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 & Risks

Ecological 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 & Risks

Security 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 & Risks

Strategic 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 & Risks

Frameworks 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 & Frameworks

Rong (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 & Frameworks

Zhang 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 & Frameworks

Critical 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 & Frameworks

Composite 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 Gaps

Absence 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 Gaps

Insufficient 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