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Economic activity and suicides: causal evidence from macroeconomic shocks in England and Wales

Economic activity and suicides: causal evidence from macroeconomic shocks in England and Wales
Economic activity and suicides: causal evidence from macroeconomic shocks in England and Wales
The relationship between economic activity and suicides has been the subject of much scrutiny, but the focus in the extant literature has been almost exclusively on estimating associations rather than causal effects. In this paper, using data from England and Wales between January 1, 1997 and December 31, 2017, we propose a plausible set of assumptions to estimate the causal impacts of well-known macroeconomic variables on the daily suicide rate. Our identification strategy relies on scheduled macroeconomic announcements and professional economic forecasts. An important advantage of using these variables to model suicide rates is that they can efficiently capture the elements of ‘surprise or shock’ via the observed difference between how the economy actually performed and how it was expected to perform. Provided that professional forecasts are unbiased and efficient, the estimated ‘surprises or shocks’ are ‘as good as random’, and therefore are exogenous. We employ time series regressions and present robust evidence that these exogenous macroeconomic shocks affect the suicide rate. Overall, our results are consistent with economic theory that shocks that reduce estimated permanent income, and therefore expected lifetime utility, can propel suicide rates. Specifically, at the population level, negative shocks to consumer confidence and house prices accelerate the suicide rate. However, there is evidence of behavioural heterogeneity between sexes, states of the economy, and levels of public trust in government. Negative shocks to the retail price index (RPI) raise the suicide rate for males. Negative shocks to the growth rate in gross domestic product (GDP) raise the population suicide rate when the economy is doing poorly. When public trust in government is low, increases in the unemployment rate increase the suicide rate for females.
Causality, Consumer confidence, England and Wales, GDP, Macroeconomic shocks, Professional forecasts, Suicide
0277-9536
Lepori, Gabriele
551865b7-2e3a-4de1-aaf9-6c7f23e32e8d
Morgan, Sara
8ad10b7e-2005-4e93-9948-164a69489350
Assarian, Borna A.
a8100717-2319-405a-8e50-fbefa928bae7
Mishra, Tapas
218ef618-6b3e-471b-a686-15460da145e0
Lepori, Gabriele
551865b7-2e3a-4de1-aaf9-6c7f23e32e8d
Morgan, Sara
8ad10b7e-2005-4e93-9948-164a69489350
Assarian, Borna A.
a8100717-2319-405a-8e50-fbefa928bae7
Mishra, Tapas
218ef618-6b3e-471b-a686-15460da145e0

Lepori, Gabriele, Morgan, Sara, Assarian, Borna A. and Mishra, Tapas (2024) Economic activity and suicides: causal evidence from macroeconomic shocks in England and Wales. Social Science & Medicine, 342, [116538]. (doi:10.1016/j.socscimed.2023.116538).

Record type: Article

Abstract

The relationship between economic activity and suicides has been the subject of much scrutiny, but the focus in the extant literature has been almost exclusively on estimating associations rather than causal effects. In this paper, using data from England and Wales between January 1, 1997 and December 31, 2017, we propose a plausible set of assumptions to estimate the causal impacts of well-known macroeconomic variables on the daily suicide rate. Our identification strategy relies on scheduled macroeconomic announcements and professional economic forecasts. An important advantage of using these variables to model suicide rates is that they can efficiently capture the elements of ‘surprise or shock’ via the observed difference between how the economy actually performed and how it was expected to perform. Provided that professional forecasts are unbiased and efficient, the estimated ‘surprises or shocks’ are ‘as good as random’, and therefore are exogenous. We employ time series regressions and present robust evidence that these exogenous macroeconomic shocks affect the suicide rate. Overall, our results are consistent with economic theory that shocks that reduce estimated permanent income, and therefore expected lifetime utility, can propel suicide rates. Specifically, at the population level, negative shocks to consumer confidence and house prices accelerate the suicide rate. However, there is evidence of behavioural heterogeneity between sexes, states of the economy, and levels of public trust in government. Negative shocks to the retail price index (RPI) raise the suicide rate for males. Negative shocks to the growth rate in gross domestic product (GDP) raise the population suicide rate when the economy is doing poorly. When public trust in government is low, increases in the unemployment rate increase the suicide rate for females.

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Accepted/In Press date: 20 December 2023
e-pub ahead of print date: 29 December 2023
Published date: February 2024
Additional Information: Publisher Copyright: © 2023 The Authors
Keywords: Causality, Consumer confidence, England and Wales, GDP, Macroeconomic shocks, Professional forecasts, Suicide

Identifiers

Local EPrints ID: 485848
URI: http://eprints.soton.ac.uk/id/eprint/485848
ISSN: 0277-9536
PURE UUID: f524a1b6-934d-4ee4-a6dd-13bef2e88301
ORCID for Gabriele Lepori: ORCID iD orcid.org/0000-0002-2619-227X
ORCID for Tapas Mishra: ORCID iD orcid.org/0000-0002-6902-2326

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Date deposited: 20 Dec 2023 17:40
Last modified: 21 Sep 2024 02:01

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Contributors

Author: Gabriele Lepori ORCID iD
Author: Sara Morgan
Author: Borna A. Assarian
Author: Tapas Mishra ORCID iD

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