Results

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

Empirical welfare analysis with hedonic budget constraints

We analyze demand settings where heterogeneous consumers maximize utility for product attributes subject to a nonlinear budget constraint. We develop nonparametric methods for welfare-analysis of interventions that chang...Read more...

CEP discussion paper

The Easterlin paradox at 50

We use Gallup World Poll data from over 150 countries from 2009-2019 at both the individual and country levels to revisit the relationship between income and subjective wellbeing. Our inspiration is the paradox first pro...Read more...

CentrePiece article

Police workload linked to victim statement withdrawals

Partners or family members are responsible for nearly half of the women killed each year in the UK, and many of these deaths follow long periods of domestic abuse. Yet in recent years, the rate of statement withdrawal by...Read more...

Blog

LSE British Politics and Policy:

Higher workload for police officers correlates with victims withdrawing statements

In the UK, partners or family members are responsible for nearly half of all female homicides. But there is an increasing rate of statement withdrawal from victims in high-risk domestic abuse cases. Tom Kirchmaier and Ek...Read more...

CEP discussion paper

Under pressure: Victim withdrawal and police officer workload

This paper addresses the relationship between a police officer's workload and the likelihood of statement withdrawal of domestic abuse victims. We focus our analysis on high-risk cases reported to Greater Manchester Poli...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...

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

Journal of Economic Behavior and Organization:

Robust ranking of happiness outcomes: a median regression perspective

Ordered probit and logit models have been frequently used to estimate the mean ranking of happiness outcomes (and other ordinal data) across groups. However, it has been recently highlighted that such ranking may not be ...Read more...

Blog

LSE Business Review:

World Happiness Report: living long and living well

The 2021 World Happiness Report comes as the Covid-19 pandemic continues to claim lives and lay waste to livelihoods around the world. Richard Layard and Ekaterina Oparina introduce the WELLBY Approach and look at how we...Read more...

Journal article

Journal of Business and Economic Statistics: Forthcoming

Analyzing Subjective Well-Being Data with Misclassification

We use novel nonparametric techniques to test for the presence of nonclassical measurement error in reported life satisfaction (LS) and study the potential effects from ignoring it. Our dataset comes from Wave 3 of the U...Read more...