Results

CEP discussion paper

Female-targeted hiring subsidies, firm learning, and women?s employment

Women often struggle to re-enter employment after career breaks, possibly because employers are uncertain about their productivity. We study whether hiring subsidies help firms overcome this uncertainty and hire from thi...Read more...

CEP discussion paper

From pilot to policy: experimental evidence from scaling online tutoring

Can effective tutoring programs survive the transition from pilot to scale, and from researcher to government implementers? We address this question using a randomized controlled trial of an online mathematics tutoring p...Read more...

Journal article

Italian Economic Journal:

Artificial intelligence in education: computer-assisted learning and AI-guided tutors

Artificial Intelligence (AI) and Computer-Assisted Learning (CAL) offer powerful tools to improve foundational skills and close educational gaps, with evidence showing meaningful gains in student performance, especially ...Read more...

CEP discussion paper

Poaching, raids, and managerial compensation

This paper presents a model of employee poaching with asymmetric employer learning. Firms poach managers not only due to their track record but also for their personnel-specific information about workers. In equilibrium,...Read more...

Journal article

Oxford Review of Economic Policy:

Green transitions: complementarities, multiple equilibria, and tipping points

With strategic complementarities stemming from peer effects in demand or technological spillovers, propagation and amplification mechanisms increase the effectiveness of climate policies. This suggests that climate goals...Read more...

Journal article

Oxford Research Encyclopedia of Economics and Finance:

Returns to adult learning

A common starting point in understanding investments in learning is that people participate in education when the life-cycle returns to education outweigh its costs. Since people will reap the higher wages associated wit...Read more...

Journal article

American Economic Review:

Fighting climate change: international attitudes toward climate policies

This paper explores global perceptions and understanding of climate change and policies, examining factors that influence support for climate action and the impact of different types of information. We conduct large-scal...Read more...

Journal article

Review of Income and Wealth :

What makes a satisfying life? Prediction and interpretation with machine-learning algorithms

Machine Learning (ML) methods are increasingly being used across a variety of fields and have led to the discovery of intricate relationships between variables. We here apply ML methods to predict and interpret life sati...Read more...

Government consultation

Education committee - Further education and skills

The further education sector is currently navigating a series of reforms and challenges. In this inquiry the Education Committee will explore these issues and other pressures currently facing the further education sector...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...

Journal article

Scientific Reports:

Machine learning in the prediction of human wellbeing

Subjective wellbeing data are increasingly used across the social sciences. Yet, despite the widespread use of such data, the predictive power of approaches commonly used to model wellbeing is only limited. In response, ...Read more...

CentrePiece article

How to build a citizen

Schools are where the next generation learns not only how to understand the world but also how to change it. Research by Simon Briole, Marc Gurgand, Eric Maurin, Sandra McNally, Jenifer Ruiz-Valenzuela and Daniel Santin ...Read more...

CEP discussion paper

Learning about women's competence: the dynamic response of political parties to gender quotas in South Korea

We study the dynamic responses of political parties to gender quotas in South Korean municipal councils, a setting with nearly zero women pre-quota. We exploit two unique institutional features: the quota intensity is di...Read more...

Journal article

The Economic Journal:

Immigration, female labour supply and local cultural norms

We study the local evolution of female labour supply and cultural norms in West Germany in reaction to the sudden presence of East Germans who migrated to the West after reunification. These migrants grew up with high ra...Read more...

CEP discussion paper

Talking therapy: Impacts of a nationwide mental health service in England

Mental health problems impose significant costs, yet healthcare systems of-ten overlook them. We provide the first causal evidence on the effectiveness of a nationwide-scaled mental health service in England for treating...Read more...

Journal article

Research in Labor Economics:

Effort at work and worker well-being

This chapter analyzes detailed 24-hour diary data from the United States to provide evidence on the relationship between workers? effort and well-being while at work. In doing so, we first measure workers? effort in term...Read more...

Journal article

Scientific Reports:

Machine learning assists in increasing the time resolution of X-ray computed tomography applied to mineral precipitation in porous media

Many subsurface engineering technologies or natural processes cause porous medium properties, such as porosity or permeability, to evolve in time. Studying and understanding such processes on the pore scale is strongly a...Read more...

CEP discussion paper

Imperfect signals

A pre-condition for employer learning is that signals at labor market entry do not fully reveal graduates' productivity. I model various distinct sources of signal imperfection - such as noise and multi-dimensional types...Read more...

CEP discussion paper

The rise of China's technological power: the perspective from frontier technologies

We use patent data to study the contribution of the US, Europe, China and Japan to frontier technology using automated patent landscaping. We find that China's contribution to frontier technology has become quantitativel...Read more...

CEP discussion paper

Human wellbeing and machine learning

There is a vast literature on the determinants of subjective wellbeing. International organisations and statistical offices are now collecting such survey data at scale. However, standard regression models explain surpri...Read more...

Blog

Vox EU:

Using machine learning to assess the impact of deep trade agreements

Modern preferential trade agreements contain a host of provisions that go beyond tariff liberalisation. By adapting techniques from the machine learning literature, this column develops data-driven methods for selecting ...Read more...

Journal article

Environment and Planning B: Urban Analytics and City Science :

Modeling clusters from the ground up: a web data approach

This paper proposes a new methodological framework to identify economic clusters over space and time. We employ a unique open source dataset of geolocated and archived business webpages and interrogate them using Natural...Read more...

CEP discussion paper

What makes a satisfying life? Prediction and interpretation with machine-learning algorithms

Machine Learning (ML) methods are increasingly being used across a variety of fields and have led to the discovery of intricate relationships between variables. We here apply ML methods to predict and interpret life sati...Read more...

CEP discussion paper

The making of civic virtues: a school-based experiment in three countries

With the rise of polarization and extremism, the question of how best to transmit civic virtues across generations is more acute than ever. In this paper, we test the hypothesis that schools can be the place for this tra...Read more...

CEP discussion paper

Machine learning in international trade research - evaluating the impact of trade agreements

Modern trade agreements contain a large number of provisions besides tariff reductions, in areas as diverse as services trade, competition policy, trade-related investment measures, or public procurement. Existing resear...Read more...

Journal article

Journal of Empirical Legal Studies:

Comparing conventional and machine-learning approaches to risk assessment in domestic abuse cases

We compare predictions from a conventional protocol-based approach to risk assessment with those based on a machine-learning approach. We first show that the conventional predictions are less accurate than, and have simi...Read more...

CEP discussion paper

Unequal learning and labour market losses in the crisis: consequences for social mobility

The unequal learning and labour market losses arising in the UK due to the Covid-19 pandemic are used to assess the consequences for social mobility. Labour market and learning losses have been more pronounced for people...Read more...

Journal article

Information Processing and Management:

Machine learning classification of entrepreneurs in British historical census data

This paper presents a binary classification of entrepreneurs in British historical data based on the recent availability of big data from the I-CeM dataset. The main task of the paper is to attribute an employment status...Read more...

Blog

LSE News:

Artificial intelligence could help protect victims of domestic violence

Ria Ivandic finds in the United States, roughly one in four women experience serious intimate partner violence over their lifetimes...Read more...

CEP discussion paper

Comparing conventional and machine-learning approaches to risk assessment in domestic abuse cases

We compare predictions from a conventional protocol-based approach to risk assessment with those based on a machine-learning approach. We first show that the conventional predictions are less accurate than, and have simi...Read more...

CentrePiece article

Healthy minds: the positive impact of a new school curriculum

As the UK government prepares to make personal, social, health and economic (PSHE) education compulsory, a recent trial shows how these subjects can be taught successfully. Grace Lordan and Alistair McGuire evaluate the ...Read more...

Journal article

American Economic Review:

What drives differences in management practices?

Partnering with the US Census Bureau, we implement a new survey of "structured" management practices in two waves of 35,000 manufacturing plants in 2010 and 2015. We fnd an enormous dispersion of management practices acr...Read more...

Journal article

Labour Economics:

Larrikin youth: crime and Queensland's earning or learning reform

This paper analyses the impact of the introduction of an Earning or Learning reform on youth crime in Queensland, Australia. The 2006 reform increased learning and reduced earning as school participation rose post-reform...Read more...

Journal article

Journal of Public Economics:

Learning about the prospects for mobility: economic and political dynamics following fundamental policy reform

The political left turn in Latin America, which lagged its transition to liberalized market economies by a decade or more, challenges conventional economic explanations of voting behavior. This paper generalizes the forw...Read more...

Journal article

The Quarterly Journal of Economics:

The benefits of forced experimentation: striking evidence from the London underground network

We present evidence that a significant fraction of commuters on the London Underground do not travel on their optimal route. We show that a strike on the Underground, which forced many commuters to experiment with new ro...Read more...

CEP discussion paper

What drives differences in management?

Partnering with the Census we implement a new survey of ?structured? management practices in 32,000 US manufacturing plants. We find an enormous dispersion of management practices across plants, with 40% of this variatio...Read more...

CentrePiece article

Larrikin youth: can education cut crime?

If young people spend longer in school, are they less likely to commit crimes? Stephen Machin and international collaborators examine the impact on youth crime of an educational reform in Australia that raised the minimu...Read more...

CentrePiece article

The upside of London Tube strikes

In February 2014, strikes by staff on London's underground network enabled a sizeable fraction of commuters to find better routes, according to research by Shaun Larcom, Ferdinand Rauch and Tim Willems. Many commuters w...Read more...

CEP discussion paper

The benefits of forced experimentation: striking evidence from the London Underground network

We estimate that a significant fraction of commuters on the London underground do not travel their optimal route. Consequently, a tube strike (which forced many commuters to experiment with new routes) taught commuters a...Read more...

CEP discussion paper

City of dreams

Higher ability workers benefit more from bigger cities while housing costs there are higher for everyone, and yet there is little sorting on ability. A possible explanation is that young individuals have an imperfect ass...Read more...

CEP discussion paper

Brain Drain or Brain Gain? Technology Diffusion and Learning On-the-job

This paper develops a theory of technology transfer when technology is embodied in human capital and learning requires on-the-job communication between managers and workers. Patterns of knowledge diffusion depend on wher...Read more...

CEP discussion paper

Left, Right, Left: Income and Political Dynamics in Transition Economies

The political left turn in Latin America, which lagged its transition to liberalized market economies by a decade or more, challenges conventional economic explanations of voting behavior. While the implications of upwar...Read more...

CEP discussion paper

Stock Market Volatility and Learning

We study a standard consumption based asset pricing model with rationally investing agents but allow agents? prior beliefs about price and dividend behavior to deviate slightly from rational expectations priors. Learning...Read more...

CEP discussion paper

First Impressions Matter: Signalling as a Source of Policy Dynamics

We first establish that policymakers on the Bank of England's Monetary Policy Committee choose lower interest rates with experience. We then reject increasing confidence in private information or learning about the struc...Read more...

CEP discussion paper

A Model for the Delivery of Evidence-Based PSHE (Personal Wellbeing) in Secondary Schools

Personal Social Health and Economic (PSHE) education is a non-statutory school subject designed to facilitate the delivery of a number of key competencies relevant to health, safety and wellbeing. As well as contributing...Read more...

CEP discussion paper

Internal Rationality, Imperfect Market Knowledge and Asset Prices

We present a decision theoretic framework in which agents are learning about market behavior and that provides microfoundations for models of adaptive learning. Agents are `internally rational?, i.e., maximize discounted...Read more...

CEE/Education and skills discussion paper

Measuring the Returns to Lifelong Learning

This paper investigates the returns to lifelong learning, which is interpreted as the attainment of qualifications following entry into the labour market. For a number of reasons our analysis of the British Household Pan...Read more...

CEE/Education and skills discussion paper

An Analysis of the Benefit of NVQ2 Qualifications Acquired at Age 26-34

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CEP discussion paper

Creative Destruction with On-the-Job Search

This paper is about the labour market consequences of creative destruction with on-the-job search. We consider a matching model in an economy with embodied technological progress and show that its dynamics are profoundly...Read more...

CEP discussion paper

Productivity, Exporting and the Learning-by-Exporting Hypothesis: Direct Evidence from UK Firms

Case study evidence suggests that exporting firms learn from their clients. But econometric evidence, mostly using exporting and TFP growth, is mixed. We use a UK panel data set with firm-level information on exporting a...Read more...

CEP discussion paper

Technology, Information and the Decentralization of the Firm

This paper develops a framework to analyze the relationship between the diffusion of new technologies and the decentralization decisions of firms. Centralized control relies on the information of the principal, which we ...Read more...

CEP discussion paper

A Gold Rush Theory of Economic Development

This paper presents a model of social learning about the suitability of local conditions for new business ventures and explores its implications for the microeconomic patterns of economic development. I show that: i) fir...Read more...

CEP discussion paper

Looking Into the Black Box: A Survey of the Matching Function

We survey the microfoundations, empirical evidence and estimation issues underlying the aggregate matching function. Several microeconomic matching mechanisms have been suggested in the literature with some successes but...Read more...

CEP discussion paper

Nursery Cities: Urban Diversity, Process Innovation and the Life-Cycle of Products

A simple model of process innovation is proposed, where firms learn about their ideal production process by making prototypes. We build around this a dynamic general equilibrium model, and derive conditions under which d...Read more...