Outputs (4)

Using double-debiased machine learning to estimate the impact of Covid-19 vaccination on mortality and staff absences in elderly care homes (2024)
Journal Article
Girma, S., & Paton, D. (2024). Using double-debiased machine learning to estimate the impact of Covid-19 vaccination on mortality and staff absences in elderly care homes. European Economic Review, 170, Article 104882. https://doi.org/10.1016/j.euroecorev.2024.104882

Machine learning approaches provide an alternative to traditional fixed effects estimators in causal inference. In particular, double-debiased machine learning (DDML) can control for confounders without making subjective judgements about appropriate... Read More about Using double-debiased machine learning to estimate the impact of Covid-19 vaccination on mortality and staff absences in elderly care homes.

Covid-19 Vaccines As a Condition of Employment: Impact on Uptake, Staffing, and Mortality in Elderly Care Homes (2023)
Journal Article
Girma, S., & Paton, D. (2024). Covid-19 Vaccines As a Condition of Employment: Impact on Uptake, Staffing, and Mortality in Elderly Care Homes. Management Science, 70(5), 2882-2899. https://doi.org/10.1287/mnsc.2023.4832

Laws mandating vaccination against Covid-19 as a condition of employment in health and care sectors were commonplace during the pandemic. Using weekly data at the local authority level, we examine the impact of the vaccine mandate for elderly care ho... Read More about Covid-19 Vaccines As a Condition of Employment: Impact on Uptake, Staffing, and Mortality in Elderly Care Homes.

Is assisted suicide a substitute for unassisted suicide? (2022)
Journal Article
Girma, S., & Paton, D. (2022). Is assisted suicide a substitute for unassisted suicide?. European Economic Review, 145, Article 104113. https://doi.org/10.1016/j.euroecorev.2022.104113

Posner hypothesised that the legalisation of assisted suicide may substitute for unassisted (unregulated) suicide. We test predictions arising from this hypothesis using data from US states that have legalised assisted suicide. Event study regression... Read More about Is assisted suicide a substitute for unassisted suicide?.

Is education the best contraception: the case of teenage pregnancy in England? (2015)
Journal Article
Girma, S., & Paton, D. (2015). Is education the best contraception: the case of teenage pregnancy in England?. Social Science and Medicine, 131, https://doi.org/10.1016/j.socscimed.2015.02.040

This paper examines potential explanations for recent declines in teenage pregnancy in England. We estimate panel data models of teenage conception, birth and abortion rates from regions in England. Although point estimates are consistent with the pr... Read More about Is education the best contraception: the case of teenage pregnancy in England?.