Cold Related Deaths and the Effect of Nudging the Elderly: Evidence from the Longitudinal Studies

Lead Research Organisation: Lancaster University
Department Name: Economics

Abstract

The existing official methodology to measure cold-related deaths is crude - just a comparison of average mortality rates across seasons. Moreover extremely strong inferences have been made about the impact of cold through simple interpolation. Previous research has shown that although mortality does increase as it gets colder, temperature only explains a small amount of the variance in winter mortality, and high levels of excess winter mortality can occur during relatively mild winters. US evidence suggests that latitude plays a role - places where it is usually cold have few cold related deaths. There is a strong suggestion, although never formally tested, that the relationship is highly nonlinear and that unexpected cold is more dangerous than expected cold weather. Thus, the relationship between temperature and mortality is complex. In particular, the dynamic effects and nonlinearities in the relationship requires serious attention.

We propose to provide a detailed investigation of the impact of cold on mortality - taking account of dynamics, nonlinearities, and socio-economic characteristics. In addition we aim to investigate how winter fuel payments (WFP) affects the relationship. The idea of WFP is to provide cash to keep old people warm when it's cold - so as to keep them well. So, if WFP "works", it does so by "nudging" household spending on fuel, so raising heat levels, and reducing the adverse effects of cold on health - by more than an equivalent rise in the state pension . Evidence on the extent to which the labeling of transfers affects how they are spent is mixed but there has been much talk of policy that can "nudge" individual decision making . WFP provides an opportunity to demonstrate the effectiveness of one such idea. Indeed, it provides an unusually "clean" test because of the nature of its implementation - in particular, it is not means-tested and the take-up rate is close to 100% so there is no selection issue to take account of. Moreover, the UK provides an excellent environment to test the proposition that it affects the relationship between mortality and weather separately from a general mortality effect because it is a long county and has wide variation in weather patterns across the country.

WFP is a tax-free payment made to individuals aged 60 or over living in GB to help them with their heating costs over the winter months. Older people are targeted since they are particularly vulnerable to the effects of cold weather during the winter months and are more likely to be on fixed incomes. The basic Winter Fuel payment is made to more than 12 million people in GB (of which 1.1m are in Scotland). The total cost was over £2.7 billion last year. WFP amounts to about 10% of an average retired household total annual fuel bill. The history of WFP provides a number of opportunities to investigate the extent to which WFP has had a causal impact on the seasonal and weather patterns in mortality.

Planned Impact

The project has the potential to contribute significantly to government social policy. We intend to use the analysis to facilitate the simulation of how deaths would be affected by restricting eligibility to the lowest income elderly (passported by the Pension Credit, for example), and restricting eligibility further by age (say, just to those 80+). We aim to complement our survival analysis with QALY estimates to allow policymakers make value for money comparisons of alternative policy ideas.

We could also use the analysis to simulate the impact of cold spells to measure the extent to which residents in each local authority might be affected - which would enable local authorities to mobilise appropriate resources. This would improve the effectiveness of some public services. We anticipate embedding our survival modeling into a website that would provide traffic light mortality risk warnings based on Met Office forecast feeds that LAs and NGOs (and commercial organisations that provide services to the elderly) could use such a monitoring tool. Even relatives and friends may wish to consult such a tool.

The work would be presented at the annual DWP "WPEG" conference (if it still exists in 2013/14) where policymakers and academic researchers meet, at a relevant Age UK conference (formerly Age Concern), a Scottish event, and at an event at Lancaster's "The Work Foundation" in central London where NGOs and policymakers would both be invited. Finally, our work will promote further use of LS/SLS/NILS for public health research by providing the socio-economic background to the geography of mortality (and fertility).

Publications

10 25 50
 
Description Our principal work is based on many months of observations on many many thousands of households and exploits very detailed geographical and temporal patterns of weather variation. Precise imputation of Winter Fuel Payment (WFP) entitlement for each household was possible because our data contained information about every household member. While we do find well determined effects of weather on mortality, independently of season, our results suggest no statistically significant effects of WFP except for the lower educated very old whose mortality is statistically significantly affected by spells of extremely cold weather. But the expected remaining lifespan of affected individuals was likely to have been short in any event. This is reflected in the lower mortality levels that are observed AFTER cold spells for such individuals. Thus, the estimates suggest that the reduction in the loss in life-years associated with WFP is very small.

Our further work that has looked at the effect of WFP on fuel spending using the LCF and found much smaller effects that the one existing paper in the literature - a paper that did not control for weather in their analysis. The small effect on fuel spending is consistent with the limited effect of WFP on mortality. Finally, we have also explored the BHPS data and found that there was a WFP nudge effect on some health conditions and not others.

In contrast to our very detailed work, the only existing study of the effect of WFP on mortality, by Iparraguirre, Journal of Public Health 2014, is an aggregate time series analysis of only 42 annual observations of "excess winter deaths" which incorporated a WFP variable (=1 after 1999, and 0 otherwise) in the statistical analysis. The most sensible specification in this paper suggests a statistically significant and large (approximately 25%) fall in EWDs on the introduction of WFP. However, it is unclear how we should interpret this estimate because the estimates also suggested that cold per se has no significant effect on EWDs. We found methodological shortcomings in many of the existing research papers concerned more broadly with the relationship between mortality and weather.
Exploitation Route We would like to be able to influence the public health profession into taking a more nuanced view of the existing evidence.
Sectors Government, Democracy and Justice

 
Description The work has had some impact that has been generated by the presentations so far. For example, the iHEA Sydney presentation resulted in a Channel 7 TV interview that focused on an Australian policy programme that is providing roof insulation to many Australian homes. The programme was controversial because several installers died from the effects of heat during installation - something that was attributed to hasty implementation of the programme and blame was attached to the PM. The research suggested that such a programme may nonetheless have saved lives because the hasty implementation might well have brought quicker relief from heat for elderly occupants. Very little is known about heat related mortality - although the Paris heatwave in August 2003 is said to have been responsible for as many as 15,000 premature deaths. The presentation has resulted in an ARC-funded collaboration with Monash researchers on natural disasters, including weather extremes, and health. Australian homes generally have poor insulation but it does have, usually short-lived, extreme temperature spells so it is a useful testbed for these ideas. This Australian research team is unusually well-connected to policymakers and we expect this research project, that starts in January 2016, to get incorporated into policy thinking and disaster planning procedures. In the UK, the presentation to the WPEG conference resulted in a connection to the Department of Health / Public Health England team responsible for the "Cold weather plan". Our research quantifies the extent to which the risk of death increases as temperatures fall, and how days at these moderate temperatures are more frequent. This means that the greatest numbers of excess deaths actually occur at these moderate temperatures. This implies that actions to combat morbidity and mortality should be carried out throughout the winter period, and not be focused only on the very coldest days. We have been asked to provide PHE with the detailed estimates from our work to capture the trade-offs in involved and we will be doing this in mid 2015.
First Year Of Impact 2015
Sector Government, Democracy and Justice
Impact Types Policy & public services

 
Description Discovery Program
Amount $781,520 (AUD)
Funding ID DP160100231 
Organisation Australian Research Council 
Sector Public
Country Australia
Start 01/2016 
End 12/2018
 
Description National Institute for Health Research PHR
Amount £147,000 (GBP)
Funding ID PHR Project: 13/43/55 
Organisation National Institute for Health Research 
Sector Public
Country United Kingdom
Start 01/2015 
End 12/2016
 
Description Research seminar presentation at NorthWestern University in Chicago, Dec 2014 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact To be revised
Year(s) Of Engagement Activity 2014
 
Description SDAI conference organised by Age UK 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact It was useful to present the work to a heterogeneuos group of SDAI funded researchers.

We subsequently invite the Research Director from AgeUK to visit. Our work parallels Age UK on a different type of data that was published recently. We have since proposed a collaboration with AgeUK who have agreed to be our partner in a ESRC "CASE" studentship working on health economics.
Year(s) Of Engagement Activity 2013
 
Description Stirling University conference on behavioural science and energy management 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact This was a presentation at a multidisciplinary workshop concerned with behavioural science in the content of energy decision-making.

It resulted in a collaboration with Mirko Moro and others at Stirling on the transmission mechanism by which winter fuel payments may affect mortality.
Year(s) Of Engagement Activity 2013
 
Description Workshop at NBER Summer Institute 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact The talk was aimed at US researchers whose work relates to the topic - in particular researchers in behavioural economics.

Invited to give a talk at NorthWestern U in Chicago in Dec 2014
Year(s) Of Engagement Activity 2014
 
Description iHEA 2014 conference in Dublin 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other academic audiences (collaborators, peers etc.)
Results and Impact Further feedback on the methodology was useful in fine tuning this work for submission to a learned journal

The paper has now been submitted
Year(s) Of Engagement Activity 2014