Results

Journal article

Review of Economic Studies:

Temporal-difference estimation of dynamic discrete choice models

We study the use of Temporal-Difference learning for estimating the structural parameters in dynamic discrete choice models. Our algorithms are based on the conditional choice probability approach but use functional appr...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...

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...

Journal article

The Economic Journal:

Multi-task agents and incentives: the case of teaching and research for university professors

This paper exploits a natural experiment to study the effects of providing stronger research incentives to faculty members on universities? average teaching and research performance. The results indicate that professors ...Read more...

Journal article

Education Policy Analysis Archives:

Using global observation protocols to inform research on teaching effectiveness and school improvement: strengths and emerging limitations

An essential feature of many modern teacher observation protocols is their ?global? approach to measuring instruction. Global protocols provide a summary evaluation of multiple domains of instruction from observers? over...Read more...

Journal article

The Lancet:

Transparency about the outcomes of mental health services (IAPT approach): an analysis of public data

Background: Internationally, the clinical outcomes of routine mental health services are rarely recorded or reported; however, an exception is the English Improving Access to Psychological Therapies (IAPT) service, which...Read more...

Journal article

The Economic Journal:

The distribution of talent across contests

Do the contests with the largest prizes attract the most able contestants? To what extent do contestants avoid competition? We show that the distribution of abilities is crucial in determining contest choice. Complete so...Read more...

Journal article

The Economic Journal:

Unemployment and domestic violence: theory and evidence

Does rising unemployment really increase domestic violence as many commentators expect? The contribution of this article is to examine how changes in unemployment affect the incidence of domestic abuse. Theory predicts t...Read more...

Journal article

Labour Economics:

Share capitalism and worker wellbeing

We show that worker wellbeing is determined not only by the amount of compensation workers receive but also by how compensation is determined. While previous theoretical and empirical work has often been preoccupied with...Read more...

CEP discussion paper

Teachers and performance pay in 2014: first results of a survey

From the autumn of 2014, a new performance pay scheme was introduced for school teachers in England and Wales. It makes pay progression for all teachers dependent upon their performance as evaluated by their line manager...Read more...

CEP discussion paper

Share capitalism and worker wellbeing

We show that worker wellbeing is not only related to the amount of compensation workers receive but also how they receive it. While previous theoretical and empirical work has often been pre-occupied with individual perf...Read more...

CEP occasional paper

Mapping information economy businesses with big data: findings for the UK

Governments around the world want to develop their ICT and digital industries. Policymakers thus need a clear sense of the size and characteristics of digital businesses, but this is hard to do with conventional datasets...Read more...

CEP discussion paper

Pushing on a string: US monetary policy is less powerful in recessions

We estimate the impulse response of key US macro series to the monetary policy shocks identified by Romer and Romer (2004), allowing the response to depend flexibly on the state of the business cycle. We find strong evid...Read more...

SERC/Urban and Spatial Programme Discussion Paper

Mostly Pointless Spatial Econometrics?

We argue that identification problems bedevil most applied spatial research. Spatial econometrics solves these problems by deriving estimators assuming that functional forms are known and by using model comparison techni...Read more...

SERC/Urban and Spatial Programme Discussion Paper

Predicting the Geography of House Prices

Prediction is difficult. In this paper we use panel data methods to make reasonably accurate shortterm ex-post predictions of house prices across 353 local authority areas in England. The issue of prediction over the lon...Read more...