Knowledge Spillovers

The accumulated stock of codified and tacit knowledge within an organisation, encompassing technical expertise, process documentation, proprietary methods, and institutional memory. Knowledge capital is a core intangible asset that directly influences innovation capacity, operational efficiency, and competitive advantage.

An economic system in which growth and value creation are driven primarily by the production, distribution, and application of knowledge and information rather than physical goods. In the knowledge economy, intangible assets — including human capital, software, data, and intellectual property — constitute the majority of enterprise and national wealth.

The portion of economic output growth that cannot be explained by measurable increases in labour and capital inputs, named after economist Robert Solow. The Solow residual is often interpreted as a measure of technological progress and is closely related to total factor productivity, capturing the output gains attributable to intangible factors such as innovation, education, and institutional quality.

The process of transferring technological knowledge, intellectual property, or capabilities from one organisation or context to another. Technology transfer is central to the commercialisation of university research, licensing agreements, and cross-border investment, and its effectiveness depends on the quality of codified knowledge and absorptive capacity of the recipient.

The value created through social relationships, networks, and trust within and between organisations. Social capital facilitates knowledge transfer, collaboration, and collective action, and is increasingly recognised as a measurable intangible asset that influences innovation, productivity, and organisational resilience.

The return that an investor or developer would require as compensation for the risk and effort of creating an intangible asset, above and beyond the direct costs of development. In the cost approach to valuation, entrepreneurial profit is added to the reproduction or replacement cost to reflect the economic reality that a willing buyer would not pay less than the cost to create plus a reasonable return on the development investment.

A network of interconnected organisations, individuals, and resources that interact to create and distribute value collectively. Business ecosystems — comprising suppliers, distributors, customers, competitors, technology partners, and regulatory bodies — function as dynamic systems where the success of each participant depends on the health and performance of the whole.

A UK government economic development initiative launched in 2014 aimed at boosting economic growth and productivity in the north of England by investing in transport infrastructure, science and innovation, devolution, and skills development. The Northern Powerhouse agenda is closely linked to intangible asset development because closing the productivity gap between northern and southern England requires investment in precisely the intangible factors that drive modern economic growth: research and innovation capacity, workforce skills, digital infrastructure, and the agglomeration effects created by better-connected cities.

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What is the impact of AI on Total Factor Productivity and intangible capital?

AI amplifies Total Factor Productivity by enabling firms to extract more output from the same inputs, with the productivity gains increasingly attributable to intangible capital — data, algorithms, and organisational knowledge — rather than physic...

What is growth accounting?

Growth accounting is a framework that decomposes economic or business output growth into contributions from labour, capital, and productivity (TFP).

What is the Solow Residual?

The Solow Residual is the portion of output growth that cannot be explained by growth in labour and capital inputs — it represents Total Factor Productivity growth, which is largely driven by intangible assets.