Results

CEP discussion paper

A double-differences approach to inference in regression discontinuity designs with a discrete running variable

We present a new approach to nonparametric inference in regression discontinuity designs where the running variable is discrete and may have few support points. The approach is based on an intuitive and comparatively wea...Read more...

CEP discussion paper

Firm-level technology adoption in times of crisis

We investigate the diffusion of frontier technologies across German firms before and during the Covid-19 crisis. Our analysis tracks the nature, timing, and pandemic-related motivations behind technology investments, usi...Read more...

Blog

LSE Business Review:

What happens to people when machines replace them in the workplace?

New technologies are replacing workers in a growing range of occupations, causing loss of earnings and employment. However, these losses are smaller than those suffered by workers who experience mass layoffs. Per-Anders ...Read more...

Journal article

The Economic Journal:

Individual consequences of occupational decline

We assess the career earnings losses that individual Swedish workers suffered when their occupations' employment declined. High-quality data allow us to overcome sorting into declining occupations on various attributes, ...Read more...

Blog

LSE Business Review:

More education signals ability to employers, but does it really improve skills?

Better educated workers may earn higher wages for two possible reasons: because they acquire more skills or because more education signals their intellect and enthusiasm. Economists believe that signalling plays a role a...Read more...

Journal article

Journal of Human Resources:

Parental education and the responses to higher SAT scores

Using discontinuities within the Swedish SAT system, we study the causal impact of additional admission opportunities on participation in higher education among high-ability students. Students with low-educated parents w...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...

Journal article

Economics of Education Review:

Gender gap variation across assessment types: explanations and implications

Using Swedish population data, we document that girls outperform boys by a third of a standard deviation in school grades, whereas a gap of similar magnitude but opposite sign persists in SAT scores in the sample of non-...Read more...

Journal article

Labour Economics :

Technology and the labor market

This article introduces the Special Issue on "Technology and the Labor Market". We summarize the included articles and offer some lessons for policy and future research. The articles cover central issues such as how tech...Read more...

Journal article

Canadian Journal of Economics:

On the interpretation of diploma wage effects estimated by regression discontinuity designs

Several recent papers employ regression discontinuity (RD) designs to estimate the causal effect of a diploma or similar credentials on wages. I build a model of knowledge acquisition, test-taking and labour market caree...Read more...

Journal article

The Economic Journal:

Training requirements, automation, and job polarisation

We analyse how job training requirements interact with engineering complexity in shaping firms' automation decisions. A model that distinguishes between a task's engineering complexity and its training requirements predi...Read more...

CEP discussion paper

Family background and the responses to higher SAT scores

Using discontinuities within the Swedish SAT system, we show that additional admission opportunities causally affect college choices. Students with high-educated parents change timing, colleges, and fields in ways that a...Read more...

CEP discussion paper

Labor demand in the past, present and future

Since the beginning of the Industrial Revolution, technological change has led to the automation of existing tasks and the creation of new ones, as well as the reallocation of labor across occupations and industries. The...Read more...

CentrePiece article

When machines replace people: individual consequences of occupational decline

What happens to people's careers when demand for their occupations declines, often as a result of technological change? Guy Michaels and colleagues' analysis of detailed occupational data on Swedish workers over several ...Read more...

CEP discussion paper

Individual consequences of occupational decline

What are the earnings and employment losses that workers suffer when demand for their occupations declines? To answer this question we combine forecasts on occupational employment changes, which allow us to identify unan...Read more...

Journal article

Review of Economics and Statistics:

Robots at work

We analyze for the first time the economic contributions of modern industrial robots, which are flexible, versatile, and autonomous machines. We use novel panel data on robot adoption within industries in seventeen count...Read more...

Journal article

Economics of Education Review:

A question of degree: the effects of degree class on labor market outcomes

How does performance at university affect labor market outcomes? Employing a regression discontinuity design, we show that university degree class causally affects graduatesa?? industry, wages, and earnings. Our sample c...Read more...

Journal article

American Economic Review:

Is modern technology responsible for jobless recoveries?

Since the early 1990s, recoveries from recessions in the US have been plagued by weak employment growth. We investigate whether a similar problem afflicts other developed economies, and whether technology is a culprit. W...Read more...

CentrePiece article

In brief... Is technology to blame for jobless recoveries?

Since the early 1990s, the United States has been plagued by weak employment growth when emerging from recessions ? so-called `jobless recoveries?. Georg Graetz and Guy Michaels look at multiple recoveries elsewhere in t...Read more...

CEP discussion paper

Is modern technology responsible for jobless recoveries?

Since the early 1990s, recoveries from recessions in the US have been plagued by weak employment growth. One possible explanation for these ?jobless? recoveries is rooted in technological change: middle-skill jobs, often...Read more...

CentrePiece article

Robots at work: the impact on productivity and jobs

Robots may seem dangerous not only to cinema action heroes but also to the average manufacturing worker.To assess whether such concerns are well founded, Guy Michaels and Georg Graetz analyse the labour market effects of...Read more...

CEP discussion paper

Robots at work

Despite ubiquitous discussions of robots? potential impact, there is almost no systematic empirical evidence on their economic effects. In this paper we analyze for the first time the economic impact of industrial robots...Read more...

CEP discussion paper

Rise of the machines: the effects of labor-saving innovations on jobs and wages

How do firms respond to technological advances that facilitate the automation of tasks? Which tasks will they automate, and what types of worker will be replaced as a result? We present a model that distinguishes between...Read more...

CentrePiece article

In brief... University exam results matter

As thousands of undergraduates across the UK take their exams, a study by Andy Feng and Georg Graetz reveals the importance of the results for subsequent earnings - specifically the value of a First compared with an Uppe...Read more...

CEP discussion paper

A question of degree: The effects of degree class on labor market outcomes

How does measured performance at university affect labor market outcomes? We show that degree class - a coarse measure of student performance used in the UK - causally affects graduates' industry and hence expected wages...Read more...