The effects of a tailored health warning on socio-economic behaviours and health outcomes

Lead Research Organisation: University of Essex
Department Name: Inst for Social and Economic Research

Abstract

A number of common and long-term health conditions such as diabetes and high blood pressure display no signs even at advanced stages and so people may carry the disease without being aware of it. In fact, evidence shows that this is a common occurrence across the developed and developing world. Medical guidance indicates that if people were aware of their clinical status, then they would be able to mitigate the long-term effects of diseases on their health by making lifestyle changes through the use of medication and making changes in health behaviours (e.g. exercise, fruit-veg consumption, salt consumption). People may also be able to mitigate the effects of the disease on their wellbeing by modifying non-health behaviours (labour market choices, retirement planning, spending, financial planning). In the face of this growing public health problem, a number of organisations have enacted campaigns that promote health checks (e.g. NHS health check, Diabetes UK and the British Heart Foundation offer health diagnostic checks for heart disease, stroke, diabetes, kidney disease, hypertension and cholesterol concentration) so that individuals diagnosed with a condition can make lifestyle choices at an early stage. One dimension underpinning these campaigns is a belief that if individuals knew they had the condition then they would act differently but currently there is little evidence to say whether or not people do change their lifestyles in response to receiving personalised health information. Wide-spread health checks place a large strain on the public purse (estimated annual cost of NHS health checks is £320m) and so it is important to know whether such interventions are likely to bring savings through the improved wellbeing of the nation. In this project we will make a step towards filling this evidence gap by providing causal evidence on the extent to which individuals change their health and other socio-economic behaviours in response to receiving personalised health information.

Relatedly, there is evidence to suggest that health information campaigns that target at risk groups of the population, such as a Food Standards Agency campaign to reduce salt consumption, have been unsuccessful. One reason that these campaigns may not work is if individuals believe that the group level information does not apply to them as they are "healthier-than-average" (such better than average effects have been shown in other areas, for example, where one study found that 93% US drivers think they are better drivers than the median). The evidence that we will provide in this project will be useful in understanding whether information campaigns that deliver personalised information (and not population level health information) are better at getting people to change their behaviours.

The condition we consider is high blood pressure which is a global public health issue. Lowering blood pressure through medication and lifestyle choices is feasible and significantly reduces the risk of death due to heart disease and stroke (leading causes of death in the UK and worldwide) and the development of other debilitating conditions. But often people are unaware that they are afflicted with hypertension and it has been called a 'Silent Killer'. We first provide evidence that would help with the targeting of health campaigns on the extent to which low income households maybe more likely to have high blood pressure (clinically diagnosed) but less likely to know it. We then go on to present evidence from a personalised information treatment that gave respondents of the Understanding Society Survey a blood pressure reading from a trained nurse. We make innovative use of two novel features of this data: that it contains clinically measured indicators of health linked to a rich set of socio-economic variables; and perhaps more unusually that it provides us with subsamples of individuals that have and have not been given personalised health information.

Planned Impact

Public Sector: The findings will be of interest to the Department of Health (as well as other departments and organisations such as NICE, the Department of Work and Pensions and HM Treasury). In particular, the NHS introduced a Health Check for those aged between 40 and 74; our results will be useful on the general principle of the efficacy of tailored health information. There is the potential of direct cost saving to the NHS and Public Health England. If health information provision is effective this suggests the health checks should be increased and promoted more. If information provision is ineffective then they could be scaled back. Either way the results have strong potential to improve decision making in the NHS and will enhance the evidence base of the NHS Health Check.

Local Authorities will benefit also from the enhanced evidence base of health information provision. From January this year, as a trial initially, the government have introduced a health premium incentive scheme for local authorities that will distribute £5 million across local authorities. This has continued into 2015/16. Authorities are incentivised to improve the health of the local population and reduce health inequalities. Therefore our findings will be directly useful and important for local authorities.

General Public: The findings of our research will be of interest to the general public. Those who will particularly benefit are people with undiagnosed health conditions, particularly hypertension, in the UK. The public will also benefit if the research is used to identify policy interventions which could substantially reduce the long-term costs of hypertension - a widespread condition.

National Health Charities: Voluntary organisations with an interest in health and hypertension (British Hypertension Society, the Stroke Association, the British Heart Foundation, Blood Pressure UK). For example, a partnership between Diabetes UK, the British Heart Foundation and Tesco are offering 40,000 free Health Checks at their in-store pharmacies. All of these organisations would benefit from evidence on the extent of undiagnosed hypertension in the population and the extent to which health checks could be effective at eliciting behavioural change. They would benefit from being able to better target free health checks at populations with undiagnosed hypertension and also from evidence on the effectiveness of such campaigns.

To make our results accessible to non-academic audiences we will write an Institute of Policy Research (IPR, Bath) policy brief (non-technical report) summarising the findings and pointing out any policy relevant findings to: local, national and international policy-makers, non-governmental organisations (NGOs), charities, interest and advocacy groups, other research organisations, funders, businesses and members of the public. Furthermore, we will produce a policy-relevant overview of research findings, in the form of an 8 page A4 printed policy briefing, published by University print services, which will be formally disseminated to interested groups. We will create an ISER podcast summarising the findings and will submit the work to non-academic workshops including the Westminster Health Forum which directly addresses policy and policy makers.

Publications

10 25 50
 
Description This project has generated new knowledge with potential policy relevance. We have published an ISER working paper and non-technical summary in The Long View. The award has contributed to capacity building for two early career researchers and we used it to finance a very successful workshop that included academics and users.

Hypertension is often asymptomatic, so many people who have clinically serious hypertension do not know they have it. We investigate in this paper whether being told their exact blood pressure readings and their hypertension status leads to people changing their health-related behaviours. Using longitudinal individual data, we track individuals over time to test whether any change in behaviours is large enough to show up in the chances of dying from a hypertension-related cause such as cardiovascular disease.
The identification challenge is to separate underlying individual risks and behavioural tendencies from the effects of receiving clinical information. To address this we leverage a particular feature of the UK Longitudinal Household Survey (UKLHS) data that produced idiosyncratic variation in the clinical information that individuals had regarding their blood pressure status (i.e. information that was independent of their own traits and tendencies). The survey included a nurse visit during which clinical biomarkers were collected and delivered to survey participants and the variation is a result of the phasing of nurse visits across individuals over time.
Our research yields five important new findings. First, we find that 30 percent of individuals aged 16+ are either taking blood pressure medications or have high blood pressure according to the nurse diagnosis. The figure is higher for individuals in the bottom half of the income distribution (37% vs 23%) and men (34% vs 27%). Of those not taking blood pressure medications, a notable share were hypertensive according to the nurse assessment. This share was greater among low income individuals (16% vs 12%) and men (17% vs 11%).
Second, providing individuals with a personalised blood pressure warning led respondents to revise downwards their perceptions of their own physical health. It also triggered more formal diagnosis of hypertension by a GP. Compared to similar people who did not get the nurse feedback, the gap in clinically diagnosed hypertension persisted for a substantial four years after feedback.
Third, the sustained monitoring and advice that follows from visiting a GP in the UK led to large reductions in smoking, and some weaker evidence of improvements in diet, but no change in exercise behaviours. Future research, ideally using experimental data, may want to explore whether different types of feedback could influence diet and exercise. One possibility is personalised real time feedback from activity monitors.
Fourth, the combined effects of GP monitoring and behavioural improvements appear to have been large enough to improve respondent health. We find evidence of lower rates of coronary heart disease and congestive heart failure, although no statistical difference in the prevalence of strokes. It would be interesting to see if these findings are replicated in other studies.
Fifth, our work provides methodological insight. Some previous studies in this area have used a regression discontinuity design (RDD), comparing people just above the BP threshold that leads to a hypertension diagnosis with people just below on the premise that these people will tend to be similar. Our examination of the BP data lead us to believe that RDD designs of this sort will be vulnerable to the fact that BP measurements vary with temperature, time of day, and recent activity. In other words, measures may be too noisy to sustain comparison of people with slightly different measurements.

We held a workshop in London which included a Panel led by Patrick Ladbury from the Social Market Foundation and Charles Alessi from Public Health England. It helped us develop research and user networks.
Both early career researchers had the opportunity to undertake training which improved their technical skills and to present the results of this work at scientific conferences. We have been approached by "Science Impact".
Exploitation Route The health care sector is likely to be interested in our findings. Our results may be taken up by the NHS and PHE. The NHS health check programme, providing a free health assessment for people aged 40 to 74, is thought to have had only a limited impact on disease reduction (Robson et al.; Chang et al). Our findings may help re-evaluate the NHS health check.
Future research, ideally using experimental data, may explore whether different types of feedback could influence diet and exercise, for example, personalised real time feedback from activity monitors. It would also be useful to attempt to replicate in other studies our finding that GP monitoring and smoking reduction led to significant declines in CVD-related mortality.
Our results provide useful information for future design of longitudinal surveys such as the UK Longitudinal Household Survey (that we used) that include collection of health biomarker data. First, it is important that we document differences between survey and clinical measures of health, suggesting for instance sensitivity to time of day for BP measurement. Second, our evidence is informative about potential bias in survey means induced by survey feedback - eg, survey respondents smoking less than the population at large.
Sectors Education,Healthcare,Pharmaceuticals and Medical Biotechnology,Other

 
Description Our results have been disseminated to users and policy-makers. We invited academics, users and policy-makers to a workshop we hosted in London. The workshop included a Panel Discussion led by Patrick Ladbury from the Social Market Foundation, and Charles Alessi from Public Health England (PHE), and was attended by a dozen potential users. We have written a media brief that was circulated at the Royal Economic Society Annual conference where we discussed our work with UK journalists including the economics editor of the independent newspaper. We wrote a think piece for "Taking the Long View" an annual publication of the University of Essex that is aimed at a general audience. We also contributed an article to the ESRC Society Now publication aimed at policy makers and general audience. We maintain a dedicated project webpage on the ISER's website, which receives 10,000 visits a month, to raise awareness of the research amongst the policy community. Currently, we are completing a revised version of the paper from which we are drafting a piece for the conversation. We plan to circulate both to various organisations in the summer 2019 including: the British Heart Foundation, the British Hypertension Society, the Stroke Association, Blood Pressure UK, the Department of Health and Public Health England.
First Year Of Impact 2018
Sector Healthcare
Impact Types Policy & public services

 
Description Article for general audience in "Taking the long view" 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Public/other audiences
Results and Impact Taking the Long View is an annual publication aimed at a general audience. It provides an overview of the research undertaken at University of Essex in the past year. Our aim was to disseminate our results to a wide and general audience.
Year(s) Of Engagement Activity 2018
URL https://www.iser.essex.ac.uk/system/annual_reports/file_downloads/000/000/021/original/ttlv-2018.pdf...
 
Description Conference presentation: European Association of Labour Economists 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Presented poster at an academic conference. Mainly academics in attendance but other organisations with an interest in "Labour Economics" were in attendance.
Year(s) Of Engagement Activity 2019
URL http://www.eale.nl/31st-eale-conference-uppsala/
 
Description European Society Population Conference Presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact This was a presentation at the European Society of Population Economics Conference.
Year(s) Of Engagement Activity 2018
URL https://www.uantwerpen.be/en/conferences/espe-conference/
 
Description Media briefing 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Media (as a channel to the public)
Results and Impact Wrote a media brief as part of the Royal Economic Society annual conference. This lead to discussions with journalists about our work.
Year(s) Of Engagement Activity 2018
 
Description Presentation at the Centre for Health Economics at the University of York 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Local
Primary Audience Other audiences
Results and Impact Presentation at the Centre for Health Economics at the University of York
Year(s) Of Engagement Activity 2019
URL https://www.york.ac.uk/che/seminars/che/2019-seminars/sonia-bhalhotra/
 
Description Royal Economic Society Presentation 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Presentation to academics and journalists at the Royal Economic Society conference. This sparked discussion with Journalists after the event.
Year(s) Of Engagement Activity 2018
 
Description Short "ESRC Society Now" summary article 
Form Of Engagement Activity A magazine, newsletter or online publication
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact Short "ESRC Society Now" summary article aimed at policy makers.
Year(s) Of Engagement Activity 2019
 
Description What works in health messaging? New international research 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact The aim of the workshop is to bring together academic economists as well as policy makers to present and discuss research at the frontier of health economics. We have presented our findings from our own research on "the effects of a personalised blood pressure warning on health behaviours".
Year(s) Of Engagement Activity 2018
URL https://www.iser.essex.ac.uk/events/seminars/misoc/2018-03-15
 
Description Workshop on applied economics 
Form Of Engagement Activity Participation in an activity, workshop or similar
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Presentation at an "applied economics" international workshop that was jointly organised by the Department of Economics and the Institute for Social and Economic Research, University of Essex.
Year(s) Of Engagement Activity 2019