Results

Blog

VoxEU:

Firms slice up global production to protect their knowhow

Imitation is a first-order concern for enterprises operating global production processes. Firms routinely source knowledge-intensive inputs from many countries, including those with weak intellectual property laws. This ...Read more...

CEP discussion paper

Defense promotion and industrial development

Major economies are rearming, and rearmament is itself industrial policy. I ask whether defense promotion?especially innovation policy?can drive industrial development beyond the defense sector. I synthesize evidence on ...Read more...

CEP discussion paper

Dynamic effects of trade

The existence of aggregate welfare gains from trade is one of the classic insights from international economics. However, these conventional welfare gains are static, in the sense that they take existing factor supplies ...Read more...

CentrePiece article

Polarisation is not a myth

Political views shape the creation and spread of technology...Read more...

CEP discussion paper

Gender equality and innovation: evidence from UK companies

We investigate the effect of intra-firm gender disparities on innovation using a unique longitudinal dataset of UK companies from 1996 to 2019. Utilising within-industry and within-firm variation, as well as an instrumen...Read more...

CEP report

Catalysing climate resilience

The UK is experiencing increasing impacts from climate change, including more frequent and severe floods, heatwaves and storms. It needs to prepare more for these impacts. It also needs to honour its pledge to support cl...Read more...

Blog

Vox EU:

Measuring national technological trajectories using 200 years of international patent data

Innovation underpins sustained long-run economic growth, yet measuring technological success is challenging. This column compiles two centuries of patent data and leverages filings in multiple patent offices to document ...Read more...

CEP discussion paper

GRAPH-EE: building employer - employee panels from a knowledge graph and company microdata

Linked employer-employee datasets are a hugely powerful tool for researchers and policymakers across the social sciences. However, access to such data is typically highly restricted and the quality of data varies substan...Read more...

CentrePiece article

Philippe Aghion: explaining sustained growth through creative destruction

How the study of innovation and competition has been transformed....Read more...

Journal article

Journal of the European Economic Association:

Innovation union: costs and benefits of innovation policy coordination

What is the scope for international cooperation in innovation policy in economies closely integrated via trade? We address this question by building a two-region innovation-driven growth model with endogenous technology ...Read more...

CEP discussion paper

Mapping technological trajectories: evidence from two centuries of patent data

We introduce a methodology to measure cross-country trends in innovation capability - "technological trajectories" and implement this on a new rich dataset covering patents between 1836 and 2016 across multiple countries...Read more...

Journal article

Transactions of the Institute of British Geographers:

Finding stars: mapping the geography of the world's scientific elites

This paper presents the first systematic city-level mapping of global scientific talent, analysing the top 200,000 star scientists across 3635 cities worldwide annually between 2019 and 2023. We use a novel Knowledge Gen...Read more...

Blog

East Asia Forum:

Rethinking industrial policy for resilience, sustainability and growth

When well designed and transparent, industrial policy can drive inclusive growth and resilience. When poorly governed, it risks inefficiency, capture and stagnation, writes Chiara Criscuolo....Read more...

Journal article

Journal of Political Economy: Macroeconomics:

Innovation and trade policy in a globalized world

What is the role of innovation policy in an open economy and how does it interact with foreign competition? We address this question employing a new innovation-driven growth model with two large open economies at differe...Read more...

CEP discussion paper

The Economics of climate innovation: technology, climate policy, and the clean energy transition

We examine the economics of climate innovation and its role in the clean technology transition. It outlines the incentives, market failures, and policy levers that shape the development and diffusion of clean technologie...Read more...

Blog

European Economic Association:

2025 Nobel Laureate: Philippe Aghion

John Van Reenen writes about the profound influence of Nobel laureate Philippe Aghion's work not only on growth and industrial organisation, but also on fields as diverse as trade, labour, taxation, the environment, poli...Read more...

Blog

What Works Centre for Local Economic Growth:

Understanding the drivers of productivity: Innovation

This blog is the third in our new series on the drivers of productivity. The drivers of productivity include skills, capital, innovation, enterprise and competition, and land. This blog focuses on innovation, and complem...Read more...

Chapter

Immigration, diversity and innovation in cities and regions

in A Research Agenda for Migration and Innovation

This chapter investigates the interplay between immigrant diversity and innovation, emphasizing the urban and regional dimensions where these effects are most pronounced. Cities and urban areas are pivotal to the generat...Read more...

Journal article

Journal of International Economics:

Tickets to the global market: first US patent award and Chinese firm exports

We investigate how international patent activity enables firms from emerging economies to thrive in the global marketplace. We match Chinese customs data to US patent records, and leverage the quasi-random assignment of ...Read more...

CEP discussion paper

On the shoulders of giants: financial spillovers in innovation networks

Do markets price knowledge spillovers? We show that patent grants influence the stock returns of firms that are connected through technological knowledge dependencies. Using directed patent citations among publicly liste...Read more...

CEP discussion paper

Polarized Technologies

We study whether, and how, societal views about which problems are most important or worth solving are reflected in the direction of technological progress. Compared to Republican inventors, Democrats are more likely to ...Read more...

Blog

Vox EU:

Export strength does not equal tech strength: Rethinking EU comparative advantage

Amid geopolitical shocks, the EU is revisiting its industrial strategy. However, traditional metrics often paint a misleading picture of Europe's underlying strength. This column uses a new approach to measure the EU's r...Read more...

Blog

Nature:

We need to predict the people disasters will hit, not just the places

Local authorities can deal with natural hazards more effectively if they know ahead of time who will be affected, writes Jonathan Colmer....Read more...

CentrePiece article

Return innovation: how migration shapes diffusion of new technologies

Novel products, processes and technologies are important drivers of economic growth. Davide Coluccia and Gaia Dossi show how migrants from Britain to the United States in the late 19th and early 20th century not only too...Read more...

External report

Strengthening Monitoring and Evaluation of Innovation Programs in the EU : Creating Ecosystems for Innovation in a Post-Coal Region Evidence from an RCT in the Czech Republic (English)

The Usti nad Labem and Karlovy Vary regions face persistent structural challenges as they transition away from coal-based industries. In response to these challenges, national and EU institutions have launched a coordina...Read more...

Blog

Vox EU:

Fully remote work expands recruitment and boosts productivity

The Covid-19 pandemic sparked a large and lasting shift to remote work. This column draws on detailed administrative data from a major call centre in Turkiye to show that a permanent shift to fully remote work can expand...Read more...

CEP discussion paper

Creative destruction through innovation bursts

In theories of creative destruction, product innovation is a key driver of aggregate growth. In this paper, we confront the predictions of these theories about product dynamics with empirical patterns in product-level da...Read more...

Blog

LSE Politics and Policy:

AI for Good - impact through ethical technology

Artificial Intelligence is set to change our lives, but there are many doubts about whether this will be for the better. By looking at a case of non-surveillance application of AI used to help with crowd management, Tom ...Read more...

Blog

LSE Politics and Policy:

How emigration shapes the diffusion of new technologies

A central driver of economic growth is new technology. Gaia Dossi and Davide Coluccia show how migrants from Britain to the US in the late 19th and early 20th century not only brought new ideas with them but helped US in...Read more...

Blog

MIT Sloan Management Review:

Reskilling the Workforce With AI: Harvard Business School's Raffaella Sadun (podcast)

Harvard Business School professor Raffaella Sadun's research has historically focused on digital reskilling. Now, rapid technological changes - like AI - are reshaping the nature of work. Raffaella's research has explore...Read more...

Blog

Vox EU:

Income, wealth, and environmental inequality in the US

Economic disparities have long been suspected to be a root cause of environmental inequality. But is this really the case? This column links data on income and wealth with data on air pollution exposure over 40 years to ...Read more...

Blog

Vox EU:

The price of power: Why rising markups hurt innovation and widen inequality

Over the past four decades, the US has seen rising market power, slowing productivity growth, and deepening wealth inequality. This column explores how declining competition may be the common culprit. Weak competition le...Read more...

Journal article

Journal of Environmental Economics and Management:

Air pollution and innovation

If air pollution harms innovation - and therefore future productivity - existing assessments of its economic cost are incomplete. We estimate the effect of fine particulate matter concentration on inventive output in 977...Read more...

CEP discussion paper

Multinational firms and global innovation

This paper provides an integrated analysis of multinational companies' global production and innovation. We establish novel stylized facts using rich data on the network of production affiliates and patent activity of Ge...Read more...

Blog

IMF Finance and Development magazine :

Innovation's Unseen Frontier

Notwithstanding Plato's 2,400-year-old proverb, necessity alone is not the mother of invention. It also requires opportunity. An individual's likelihood of becoming an innovator reflects parental background in terms of i...Read more...

Journal article

American Economic Review: Insights:

Induced innovation, inventors, and the energy transition

We study how individual inventors respond to incentives to work on ?clean? electricity technologies. Using natural gas price variation, we estimate output and entry elasticities of inventors and measure the medium-term i...Read more...

Blog

LSE Impact of Social Sciences:

The next innovation revolution should be democratisation

Innovators are most likely to be men from privileged backgrounds. Xavier Jaravel argues that democratisation and widening of access to innovative careers worldwide is key to boosting long-term growth and addressing today...Read more...

CEP discussion paper

Migration and innovation: the impact of East German investors on West Germany's technological development

We investigate the causal relationship between inventor migration and regional innovation in the context of the large-scale migration shock from East to West Germany between World War II and the construction of the Berli...Read more...

Blog

Vox EU:

Technology spillovers, diffusion, and rivalry in firm networks

Quantifying technology adoption, spillovers, and diffusion across firms is crucial for understanding industry dynamics, and in turn countries' growth. This column combines firm-level input-output VAT data from Turkey wit...Read more...

CEP discussion paper

Return innovation: the knowledge spillovers of the British migration to the United States, 1870-1940

This paper documents that out-migration promotes the diffusion of innovation from the country of destination to the country of origin of migrants. Between 1870 and 1940, nearly four million British immigrants settled in ...Read more...

Journal article

Industrial and Corporate Change:

More or the same? Radical, disruptive, discontinuous, and breakthrough innovation

This paper addresses the conceptual ambiguity in the literature on exceptional innovations, labeled ?radical,? ?disruptive,? ?breakthrough,? or ?discontinuous.? A bibliometric analysis of 4407 articles shows that differe...Read more...

Blog

Vox EU:

Redirecting AI: Privacy regulation and the future of artificial intelligence

Some artificial intelligence technologies are more data intensive than others. This column examines how data privacy regulation shaped the trajectory of AI innovation across countries, looking at patent applications from...Read more...

Journal article

American Economic Journal: Applied Economics:

Do carbon offsets offset carbon?

We develop and implement a new method for identifying wasted subsidies and use it to provide systematic evidence of the misallocation of carbon offsets in the Clean Development Mechanism - the world's largest carbon offs...Read more...

CEP discussion paper

Shock therapy for clean innovation: within-firm reallocation of R&D investments

We analyze how a major negative shock to the producers of fossil fuels may lead to a shift from dirty to clean R&D along the supply chain. First, we develop a theoretical framework of directed technical change, showing t...Read more...

CEP discussion paper

New venture creation: innovativeness, speed-to-breakeven and revenue tradeoffs

We present a Schumpeterian growth model with new venture creation, under uncertainty, which explains the tradeoff between speed-to-breakeven, revenue-at-breakeven and relates this to the level of innovation. We then expl...Read more...

Journal article

The Economic Journal:

Globalization and conflicts: the good, the bad, and the ugly of corporations in Africa

Using a novel georeferenced datataset on the affiliates and headquarters of multinational enterprises between 2007 and 2018 together with georeferenced conflict data for the African continent, this work establishes a cau...Read more...

Blog

Vox EU:

Distance from innovation is a barrier to the adoption of artificial intelligence

While distance may seem unimportant in the face of technological progress in transportation and communication, several studies have found that distance is a barrier to the diffusion of inventive activity and technology a...Read more...

CentrePiece article

in brief... Designing carbon markets that deliver change

Ever since the European Union created its market-based carbon policy, governments and businesses have been keen to assess its impact. Jonathan Colmer, Ralf Martin, Mirabelle Muuls and Ulrich Wagner explain why analysing ...Read more...

Blog

Project Syndicate:

Can Europe create an innovation economy?

After the 30 "glorious" years of economic growth following World War II, European policymakers failed to adopt the institutions and policies to promote disruptive innovation. Now, Europe urgently needs to adopt a new eco...Read more...

Blog

Vox EU:

Global environmental cooperation and innovation

In the ongoing debate on climate change, one of the most pressing challenges is fostering effective international cooperation. This column examines the success of the 1987 'Montreal Protocol' in phasing out harmful chlor...Read more...

Blog

POIDcast :

Financing innovation

In this episode, our guest is Sabrina Howell who is a Professor of Finance at the NYU Stern. We talk about how to finance innovations, fintechs, venture capitalists, private and public equity, and the role of government!...Read more...

Chapter

Happiness and spatial inequality: past, present, and future

in Encyclopedia of Happiness, Quality of Life and Subjective Wellbeing

Why are people happier in certain places as opposed to others? Understanding why people choose to live in a certain area, the elements they take into account when making this decision, and the value that they place on ea...Read more...

Journal article

Oxford Open Economics:

Innovation and inequalities

Innovation is a key source of sustainable growth, but it can affect inequalities in many ways?increasing some inequalities and decreasing others. The impact of any particular innovation on inequalities will depend import...Read more...

Blog

Imperial College Business School:

Do carbon markets work?

Ever since the EU created its market-based carbon policy, governments and businesses have been keen to see an impact. But analysing how effective policies can be on a noisy economic and global stage is complex - and hard...Read more...

Journal article

The Review of Economic Studies:

Does pricing carbon mitigate climate change? Firm-level evidence from the European Union Emissions Trading System

In theory, market-based regulatory instruments correct market failures at least cost. However, evidence on their efficacy remains scarce. Using administrative data, we estimate that, on average, the European Union Emissi...Read more...

Journal article

The Review of Economics and Statistics:

The heterogeneous impact of market size on innovation: evidence from French firm-level exports

We analyze how demand conditions faced by a firm in its export markets affect its innovation decisions. We exploit exogenous firm-level export demand shocks and find that firms respond by patenting more; furthermore, thi...Read more...

CEP discussion paper

Business groups, strategic acquisitions and innovation

We build a novel worldwide database merging information on patent-citations of firms paired with information on firms' affiliation to Business Groups (BGs). We exploit these data to document how BGs appropriate knowledge...Read more...

Blog

INSEAD Knowledge:

Consumers' green conscience fosters clean innovation

Alexandra Roulet and Philippe Aghion explain how consumers' green conscience can foster clean innovation and provide tips for how companies can reach green goals in a highly competitive market....Read more...

Blog

POIDcast :

More inclusive, more innovative!

We talk about Marx, Schumpeter, creative destruction, capital accumulation, history, middle income countries, political economy, and more....Read more...

Blog

LSE USAPP:

Book Review: Innovation for the Masses: How to Share the Benefits of the High-Tech Economy by Neil Lee

In 'Innovation for the Masses: How to Share the Benefits of the High-Tech Economy' Neil Lee proposes abandoning the Silicon Valley-style innovation hub, which concentrates its wealth, for alternative, more equitable mode...Read more...

Journal article

Journal of Cleaner Production:

The interplay between innovation, standards and regulation in a globalising economy

To examine the different roles of regulation and standards in the age of globalisation, we hypothesize and investigate the relation of regulation and national and international standards on the one hand with innovation i...Read more...

Book

Innovation for the Masses
How to Share the Benefits of the High-Tech Economy

From San Francisco to Shanghai, many of the world's most innovative places are highly unequal, with the benefits going to a small few. Rather than simply asking how we can create more high-tech cities and nations, Innova...Read more...

Journal article

Research Policy:

A new dataset to study a century of innovation in Europe and in the US

Innovation is an important driver of potential growth but quantitative evidence on the dynamics of innovative activities in the long-run are hardly documented due to the lack of data, especially in Europe. In this paper,...Read more...

CEP discussion paper

Political ideology and innovation

We study the role of political ideology for a critical group of economic agents: inventors. We document that, in "politically polarizing" fields, inventors patent innovations aligned with their political beliefs. We cons...Read more...

Journal article

The Review of Economics and Statistics :

Induced innovation and international environmental agreements: evidence from the ozone regime

This paper revisits one of the rare success stories in global environmental cooperation: the Montreal Protocol and the phase-out of ozone-depleting substances. I show that the protocol increased science and innovation on...Read more...

Blog

Faster Please:

Economic growth and the environment don't have to be enemies

An incredible coincidence: Lots of folks who don't like innovative, entrepreneurial market-technocapitalism ... think the only way to tackle climate change is to abandon innovative, entrepreneurial market-technocapitalis...Read more...

CEP discussion paper

Tickets to the global market: first US patent awards and Chinese firm exports

We investigate how international patent activity enables firms from emerging economies to thrive in the global marketplace. We match Chinese customs data to US patent records and leverage the quasi-random assignment of U...Read more...

CEP discussion paper

Exporting ideas: knowledge flows from expanding trade in goods

We examine the effect of entry by French firms into a new export market on the dynamics of their patents' citations received from that destination. Applying a difference-in-differences identification strategy with a stag...Read more...

CEP discussion paper

The skyscraper revolution: global economic development and land savings

Tall buildings are central to facilitating sustainable urbanization and growth in cities worldwide. We estimate average elasticities of city population and built area to aggregate city building heights of 0.12 and -0.17,...Read more...

CEP discussion paper

Trade, innovation and optimal patent protection

This paper provides a first comprehensive quantitative analysis of optimal patent policy in the global economy. We introduce a new framework, which combines trade and growth theory into a tractable tool for quantitative ...Read more...

Blog

Productivity Puzzles:

Why does the UK do so well on the Global Innovation Index? (Podcast)

How do we measure innovation and compare it across countries? And how can it be that the UK is doing so well as an innovation nation, while we seem to be underperforming on productivity?...Read more...

Journal article

The Review of Economic Studies:

A theory of falling growth and rising rents

Growth has fallen in the U.S. amid a rise in firm concentration. Market share has shifted to low labour share firms, while within-firm labour shares have actually risen. We propose a theory linking these trends in which ...Read more...

Journal article

American Economic Review :

The impact of regulation on innovation

We present a framework that can be used to assess the equilibrium impact of regulation on endogenous innovation with heterogeneous firms. We implement this model using French firm-level panel data, where there is a sharp...Read more...

Blog

Vox EU:

Tracking the skills behind the AI boom: Evidence from 14 OECD countries

As artificial intelligence rapidly reshapes economies and societies, companies are seeking professionals with AI-related skills. This column uses data from online job postings to explore changes in the demand for these p...Read more...

CEP discussion paper

Induced innovation, inventors and the energy transition

We study how individual inventors respond to incentives to work on 'clean' electricity technologies. Using natural gas price variation, we estimate output and entry elasticities of inventors and measure the medium-term i...Read more...

CEP discussion paper

Induced innovation and international environmental agreements: evidence from the ozone regime

This paper revisits one of the rare success stories in global environmental cooperation: the Montreal Protocol and the phase-out of ozone-depleting substances. I show that the protocol increased science and innovation on...Read more...

Blog

LSE Business Review:

Brazil's comparative advantage in soybean production triggered deforestation

Tropical ecosystems house an immense biomass, which makes it imperative to understand how they are affected by technology and trade. Igor Carreira, Francisco Costa and Joao Paulo Pessoa examine the Brazilian rainforest's...Read more...

Journal article

Energy Policy:

Big oil and the energy transition: evidence from M&A

International Oil Companies (IOCs) represent a significant source of capital and expertise that could be deployed to contribute to the investment required to achieve the energy transition to a low carbon future. This pap...Read more...

Journal article

Comparative Economic Studies:

Political connections, business groups and innovation in Asia

It is acknowledged that Asia?s remarkable economic achievements of the past 50 years build on institutional arrangements very different from the West, including the central role of business groups (BGs) as an organisatio...Read more...

Book

The Economics of Creative Destruction
New Research on Themes from Aghion and Howitt

A stellar cast of economists examines the roles of creative destruction in addressing today’s most important political and social questions. Inequality is rising, growth is stagnant while rents accumulate, the env...Read more...

Blog

VoxTalks Economics:

Is green growth possible? (Podcast)

Is innovation our best hope for dealing with climate change and, if so, how can we stimulate the sort of innovation that we need to make the green energy transition? Philippe Aghion tells Tim Phillips that we need both c...Read more...

CEP discussion paper

Knowledge spillovers from clean innovation. A tradeoff between growth and climate?

Innovation policy faces a tradeoff between growth and climate objectives when the knowledge spillover externality from clean innovation is low compared to other sectors. To make such a comparison, we use patent data to e...Read more...

CEP discussion paper

Dealing with adversity: religiosity or science? Evidence from the great influenza pandemic

How do societies respond to adversity? After a negative shock, separate strands of research document either an increase in religiosity or a boost in innovation efforts. In this paper, we show that both reactions can occu...Read more...

Blog

Economics Observatory:

Frontline stories: protecting biodiversity

Ahead of COP26 in 2021, Richard Davies talked to Dr Jane Goodall DBE, one of the world's leading environmentalists, founder of the Jane Goodall Institute and a United Nations Messenger of Peace....Read more...

Blog

CATO Institute:

The Impact of Regulation on Innovation

Many scholars have been concerned that slower growth in countries with heavy labour regulations could be due to firms' reluctance to innovate given the burden of red tape. Philippe Aghion, Antonin Bergeaud and John Van R...Read more...

Blog

LSE USAPP:

Citizen complaints can be a useful early warning system for governments to act on environmental violations.

Is enabling citizens to complain about public services an effective way of improving government services, or should we be more concerned about their accuracy and reliability? In new research, Jonathan Colmer, Mary Evans,...Read more...

Journal article

Research Policy:

Global value chains and domestic innovation

This paper explores how changes in both position and participation in Global Value Chain (GVC) networks affect firm innovation. The analysis combines matched patent-firm data for Japan with measures of GVC network centra...Read more...

CEP discussion paper

Productive robots and industrial employment: the role of national innovation systems

In a model with robots, and automatable and non-automatable human tasks, we examine robot-labour substitutions and show how they are influenced by a country's 'innovation system'. Substitution depends on demand and produ...Read more...

Journal article

Regional Studies:

Inclusive innovation in cities: from buzzword to policy

'Inclusive innovation' has become an increasingly important subnational policy agenda. This paper reviews this agenda, critiques its current usage and presents a new framework for how the concept can be applied by city g...Read more...

CentrePiece article

China at the technological frontier

The technology frontier that was dominated by the United States, Europe and Japan in the early 2000s is now much more polarised between the American and Chinese patent offices. Antonin Bergeaud and Cyril Verluise show th...Read more...

Blog

Promarket:

The Case for Green Industrial Policy

Industrial policy was once so old-fashioned that it was jokingly called "the policy that shall not be named". Now it's back in a big way. On issues ranging from clean energy to semiconductors to Covid-19, governments are...Read more...

Blog

LSE British Politics and Policy:

Investments Zones can drive innovation if we learn from past mistakes

A key part of the previous government's plan for growth and currently being reformulated, Investment Zones have for decades been a policy aimed at delivering regional economic development, or levelling-up. Drawing on evi...Read more...

Blog

Research Professional News:

Autumn statement delivered reassurance, but not vision

Investing in innovation is key to the future prosperity of an advanced economy such as the UK. Chancellor Jeremy Hunt's 17 November autumn statement confirmed a commitment to raising public investments in science. Despit...Read more...

Blog

LSE Business Review:

What is the contribution of China to pushing the technological frontier?

China's technological strength has been increasing since the late 2000s, accounting for a significant share of patents. Antonin Bergeaud and Cyril Verluise show that while China's share of patents is increasing in quanti...Read more...

Government consultation

Submission to the independent review of the UK Government's approach to net zero

Read more...

CEP discussion paper

Patents that match your standards: firm-level evidence on competition and innovation

When a technology becomes the new standard, the firms that are leaders in producing this technology have a competitive advantage. Matching the semantic content of patents to standards and exploiting the exogenous timing ...Read more...

Blog

LSE Business Review:

Nothing is booming in Britain, except uncertainty. This is not the time to cut public investment in research

Britain has suffered from a turbulent policy environment for a while. Following chancellor Jeremy Hunt's reversal of nearly all of the mini-budget tax measures and reigned in energy support, difficult spending cuts are c...Read more...

CentrePiece article

Clean technologies for growth and equity

Public investment in developing energy sources that don?t cause climate change is a strategy for economic growth that could also contribute to the UK?s levelling up agenda, says Ralf Martin. His analysis indicates that s...Read more...

Blog

Vox EU:

Knowledge flows from public labs to private firms

How knowledge spillovers operate between academia and private firms remains an open question. Antonin Bergeaud, Arthur Guillouzouic, Emeric Henry and Clement Malgouyres find strong spillovers through the contracting, mob...Read more...

Blog

Vox EU:

Structural change within versus across firms: evidence from the US

One feature of the US economy over the last five decades has been the transition away from manufacturing towards services. This column takes a firm-level view of structural change from 1977-2019 to study these sectoral d...Read more...