Household leverage, re-leveraging and spending behaviour

Lead Research Organisation: Institute for Fiscal Studies
Department Name: IFS Research Team

Abstract

Two factors make movements in house prices especially important for consumption spending and the wider economy. The first is that it represents a significant proportion of households' wealth.

According to the ONS, in the UK, property accounts for three quarters of households' aggregate marketable net wealth. The second factor is leverage. The vast majority of UK households purchase their first home with substantial credit, leading to a large difference between households gross and net asset positions. Under standard mortgage contracts households' liabilities do not change as house prices rises and fall, meaning that for leveraged households, price movements can lead to significant changes in a households' net housing wealth. As a result, leverage can magnify the effects of economic shocks on households' overall balance sheets, with potentially important implications for their willingness to spend as well as their access to credit.

In the proposed research, we will provide new empirical evidence on the extent to which UK households adjusted their leverage over periods of rising and falling house prices, as well as on how leverage affects consumer spending decisions in the response to changes in their housing wealth. We will also examine how consumers may have acted over the period of the recession had different macro-prudential policies been introduced pre-crisis. Our empirical strategy requires both detailed and comprehensive spending micro-data and data on household balance sheets. Since no single, large dataset containing this information exists in the UK, we will combine available information contained in the ESRC's secondary dataset Understanding Society/the British Household Panel Survey and the ONS's Living Costs and Food Survey using two-sample methods.

Our research will proceed through three stages.

In the first stage, we will investigate the degree to which households' may have re-leveraged (de-leveraged) in response to house price increases (falls). When house prices rise, household loan to value ratios will mechanically fall, reducing the risk and return on household portfolios. Households may either accept this reduction in their leverage, or they may act to counteract it by actively increasing their borrowing. We will empirically examine household responses to investigate the extent of active re-leveraging in the UK.

In the second stage, we will not only investigate whether more leveraged households increase their spending by more in response to house price increases, but also how they adjust their spending. This latter question requires use of the Living Costs and Food Survey. This latter question is important because, as we discuss in our Case for Support, it is important for testing various hypotheses around the mechanisms through which leverage may amplify the effect of house price changes. Our approach will allow for the fact that leverage is a choice variable that is potentially correlated with other confounding variables.

In the third stage of our research we will apply our findings to make constructive recommendations about government policy, paying particular attention to the design of macro-prudential policies aimed at preventing excessive leverage growth among households. To do this we will not only draw on our empirical findings from the work set out above, but also examine the response of consumers to specific macro-prudential policies through a dynamic structural model of consumer behaviour. The construction of this model would allow us to simulate the responses of consumers to different policy regimes and directly quantify their potential impact. This would include for example an assessment of the relative impacts of restrictions on loan-to-value and loan-to-income ratios on consumer spending and welfare. This final part of the project would draw on some of the investigators' deep experience in the programming, estimation and calibration of such models.

Planned Impact

The proposed research is in a highly policy-relevant area and thus has the potential to have a lot of impact. We believe our research findings will be particularly relevant for those policy makers and analysts concerned with:

1) The role of housing and debt in the macroeconomy,
2) The causes of house price booms,
3) Macroprudential regulation and other policies aimed at saving and borrowing.

We plan to maximise our impact in several ways, drawing on the extensive experience that IFS, Essex, and Cambridge have in this area.

Our findings will initially be written up in the form of two Working Papers before submission to appropriate high-quality journals. We will disseminate these to fellow academics using standard channels such as direct contacts, conference presentations and by publishing these papers in the working paper series of our respective organisations. Importantly however we would also seek to distribute our findings among non-academic beneficiaries, journalists and the public. To this end our academic outputs will be accompanied by non-technical summaries of our main findings that will be made available on the websites of the IFS, the University of Essex and the University of Cambridge. In the past, we have also found short blog posts or IFS "Observations" are particularly effective means of dissemination and we would aim to produce these as the project progresses (particularly if our work is relevant for topics of current media discussion). Our final results will also be press-released using the IFS's exhaustive list of press contacts, as well as by exploiting our respective organisations' large and growing presence on social media platforms such as Twitter, email bulletins and so on.

In addition we will set up a Project Advisory Group. This will meet multiple times over the course of the project, assisting us with planning, feedback and dissemination. The group will include representatives of the Bank of England, the Financial Conduct Authority and other interested parties. We will also recruit a number of other experts with extensive experience of research and policy in this area. This would ensure we will be in direct communication with policymakers and other academics from the outset of the project.

Finally, towards the end of the project, we will hold an event at IFS to publicize the results to non-academics. We would use the extensive contacts of the project investigators, and of our organizations more generally, to ensure that relevant policy makers are invited to this event. We would also advertise the launch event widely in order to attract individuals from other organisations. We would expect around 60 to 100 attendees at such a conference.

Publications

10 25 50
 
Description This project aimed to understand how debt affects household spending decisions. In particular, do homeowners who have a larger mortgage (who are more "leveraged") respond differently to a change in house prices than other households? To answer this question, we examine changes in household spending behaviour according to the prevailing credit availability when they moved into their homes (accounting for other differences between those moving at these times relative to other times). Those who moved when credit was freely available tended to take out larger mortgages and move into large properties. We find that while more leveraged households do not increase their spending more than other households on consumption goods (such as food, recreation or eating out) when house prices increase, they do increase spending on home improvements and other residential investments relatively more. We explain this behaviour in terms of a model of household spending, saving and investment decisions. Households who are more leveraged see a reduction in the risk of their portfolios when house prices go up, as this increases the value of their home equity relative to their outstanding debts. To take on more risk, and boost the return they earn on their wealth, these households have an incentive to borrow more and invest more in housing. Some of this takes the form of residential investments (alternatively households could purchase second homes or move in to larger properties).
Exploitation Route The project is likely to have various benefits. Our findings have implications for monetary policy and in particular the design of macro-prudential policies (which seek to limit growth in household leverage) by showing how these policies are likely to affect households' welfare and future spending decisions. In addition, the research team has gained vital experience with two-sample methods which they used to combine data in the Living Costs and Food Survey and Understanding Society. This contributed to a paper looking at how best to impute dependent variables in a regression context with many potential applications. Finally, the project has raised interesting questions for future research. If households invest more in housing as house prices increase, this has important implications for wealth inequality. Homeowners made wealthier by house price increases may use those funds to upsize, or purchase second homes, potentially allowing them to earn greater returns on their wealth. As well as highlighting the potential importance of these issues, the project developed methods and approaches which will be useful for those interested in researching these sorts of questions in future.
Sectors Government, Democracy and Justice,Other

URL https://www.ifs.org.uk/publications/14684
 
Description Our work attracted a great deal of interest from policymakers. Members of the research team were invited to present at a number of policymaking organisations in the UK and overseas, including: the Financial Conduct Authority, the Bank of Italy, the Deutsche Bundesbank and the Federal Reserve Bank of Chicago. All over these meetings were accompanied by meetings with the research staff of the respective institutions, where we discussed the potential policy implications of our work, the research methods we used and areas of future collaboration. In addition we had a project advisory group, including representatives from the Bank of England, JP Morgan, and the Department for Work and Pensions among others. This allowed us to discuss our results and possible ways to make it, and future research, relevant to current policy questions. Other planned in-person impact activities were unfortunately disrupted by the COVID-19 pandemic and lockdown in early 2020.
First Year Of Impact 2018
Sector Other
Impact Types Policy & public services

 
Description House Price Shocks and Borrowing to Invest Federal Reserve Board, Washington DC 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation "House Price Shocks and Borrowing to Invest", 22 June 2021, Federal Reserve Board, Washington DC
Year(s) Of Engagement Activity 2021
 
Description House Price Shocks and Borrowing to Invest Georgetown University, Washington DC 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation "House Price Shocks and Borrowing to Invest", 28th April 2021, Georgetown University, Washington DC
Year(s) Of Engagement Activity 2021
 
Description House Price Shocks and Borrowing to Invest Melbourne Institute Australia 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation "House Price Shocks and Borrowing to Invest", 9th April 2021, Melbourne Institute Australia
Year(s) Of Engagement Activity 2021
 
Description House Price Shocks and Borrowing to Invest NHH Norway 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation "House Price Shocks and Borrowing to Invest", 9th March 2021, NHH Norway
Year(s) Of Engagement Activity 2021
 
Description House Price Shocks and Borrowing to Invest Sciences Po 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation "House Price Shocks and Borrowing to Invest", 13th September 2021, Sciences Po
Year(s) Of Engagement Activity 2021
 
Description House Price Shocks and Borrowing to Invest at Bundesbank 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Industry/Business
Results and Impact Tom Crossley gave the presentation "House Price Shocks and Borrowing to Invest" at Bundesbank on 19/09/19
Year(s) Of Engagement Activity 2019
 
Description House Price Shocks and Borrowing to Invest at University of Cologne 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Other audiences
Results and Impact Tom Crossley gave the presentation "House Price Shocks and Borrowing to Invest" at the University of Cologne 17/12/2019
Year(s) Of Engagement Activity 2019
URL http://c-seb.de/en/seminars/
 
Description House Price Shocks and Borrowing to Invest at the Bank of Italy in Rome 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact Tom Crossley gave the presentation 'House Price Shocks and Borrowing to Invest' at the Bank of Italy in Rome on 26/11/2019
Year(s) Of Engagement Activity 2019
 
Description House price shocks and borrowing to invest 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Study participants or study members
Results and Impact Presentation to British Household Panel Study
Year(s) Of Engagement Activity 2019
 
Description House price shocks and borrowing to invest at IFS consumption conference 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach Regional
Primary Audience Other audiences
Results and Impact Hamish Low gave the presentation "House Price Shocks and Borrowing to Invest" at the IFS consumption conference 18/10/2020
Year(s) Of Engagement Activity 2019,2020
 
Description House price shocks and borrowing to invest at the Federal Reserve Bank of Chicago 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Policymakers/politicians
Results and Impact Peter Levell presented "House price shocks and borrowing to invest" to the Federal Reserve Bank of Chicago on 19/09/2019
Year(s) Of Engagement Activity 2019
 
Description Leverage, Re-leveraging, and Household Spending 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach International
Primary Audience Professional Practitioners
Results and Impact Presentation of leverage work at USC
Year(s) Of Engagement Activity 2018
 
Description Meeting of advisory group for leverage project 
Form Of Engagement Activity A formal working group, expert panel or dialogue
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Policymakers/politicians
Results and Impact IFS expert panel
Year(s) Of Engagement Activity 2018
 
Description Why do households re-leverage as house prices rise? 
Form Of Engagement Activity A talk or presentation
Part Of Official Scheme? No
Geographic Reach National
Primary Audience Industry/Business
Results and Impact Presentation of work on leverage, house prices and household spending at the Financial Conduct Authority, and also Maynooth and Esri.
Year(s) Of Engagement Activity 2019