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5 - Multiple regression analysis

Housing demand in the UK

Published online by Cambridge University Press:  05 June 2014

Michelle C. Baddeley
Affiliation:
University of Cambridge
Diana V. Barrowclough
Affiliation:
United Nations Conference on Trade and Development (UNCTAD), Geneva
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Summary

Economic issues include:

  • Durable consumption goods

  • Credit constraints and gearing

Econometric issues include:

  • OLS using EViews

  • Multiple regression analysis (MRA)

  • F tests of restrictions

Data issues include:

  • Hedonic pricing

  • Capturing seasonality using dummy variables

  • Dummy variable trap

The issue

Developments in housing markets have wide-ranging implications for the macro-economy. Increases in house prices will boost household wealth, thereby boosting consumption and fostering increases in aggregate demand. Increases in house prices may also affect consumer confidence and expectations, increasing general optimism within the economy. On the other hand, rigidities in housing markets have crucial implications for labour mobility, employment and unemployment. For example, housing market volatility will limit the ability of people to move in search of better jobs: Oswald (1997) observed that countries with fastest growth in home ownership in the 1980s and 1990s had the fastest growth in unemployment and attributed this to the labour immobility of owner occupiers in depressed housing markets, particularly those home owners who face negative equity (a situation which occurs when mortgage borrowings on a property exceed the value of the mortgaged property).

The affordability of housing will also affect householders' decisions to invest in housing: as house prices rise and incomes fall, people will choose other alternatives (e.g. renting, living with family) and cannot afford to enter the housing market either because their incomes are too low and/or because they cannot get easy access to mortgage credit.

Type
Chapter
Information
Running Regressions
A Practical Guide to Quantitative Research in Economics, Finance and Development Studies
, pp. 109 - 132
Publisher: Cambridge University Press
Print publication year: 2009

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References

Baddeley, M. C. (2005) ‘Housing bubbles, herds and frenzies: Evidence from British Housing Markets’, CCEPP Policy Brief No. 02–05, Cambridge Centre for Economic and Public Policy, Cambridge, UK. See www.landecon.cam.ac.uk/Google Scholar
Helbling, T. F. (2005) ‘House price bubbles – a tale based on housing price booms and busts’, BIS Papers No. 21 – Real Estate Indicators and Financial Stability, Bank for International Settlements, 30–41.Google Scholar
Minsky, H. P. (1964) ‘Longer waves in financial relations: financial factors in the more severe depressions’, American Economic Review, vol. 54, no. 3, 324–35.Google Scholar
Muellbauer, J. and Murphy, A. (1997) ‘Booms and busts in the UK housing market’, Economic Journal, vol. 107, no. 445, 1701–27.CrossRefGoogle Scholar
Oswald, A. J. (1997) ‘The missing piece of the unemployment puzzle’, Inaugural Lecture, University of Warwick.
Wood, R. (2005) ‘A comparison of UK residential house price indices’, BIS Papers No. 21 – Real Estate Indicators and Financial Stability, Bank for International Settlements, 212–27.Google Scholar
Andre, C., Catte, P., Girouard, N. and Price, R. (2004) ‘Housing markets, wealth and the business cycle’, OECD Economics Department Working Papers, No. 394, Paris: OECD Publishing.Google Scholar
The Economist (2005) ‘The global housing boom: in come the waves’, 16 June 2005.
Financial Times (2004) ‘Every house price index tells its own story’, 30 June 2004.
Baddeley, M. C. (2005) ‘Housing bubbles, herds and frenzies: Evidence from British Housing Markets’, CCEPP Policy Brief No. 02–05, Cambridge Centre for Economic and Public Policy, Cambridge, UK. See www.landecon.cam.ac.uk/Google Scholar
Helbling, T. F. (2005) ‘House price bubbles – a tale based on housing price booms and busts’, BIS Papers No. 21 – Real Estate Indicators and Financial Stability, Bank for International Settlements, 30–41.Google Scholar
Minsky, H. P. (1964) ‘Longer waves in financial relations: financial factors in the more severe depressions’, American Economic Review, vol. 54, no. 3, 324–35.Google Scholar
Muellbauer, J. and Murphy, A. (1997) ‘Booms and busts in the UK housing market’, Economic Journal, vol. 107, no. 445, 1701–27.CrossRefGoogle Scholar
Oswald, A. J. (1997) ‘The missing piece of the unemployment puzzle’, Inaugural Lecture, University of Warwick.
Wood, R. (2005) ‘A comparison of UK residential house price indices’, BIS Papers No. 21 – Real Estate Indicators and Financial Stability, Bank for International Settlements, 212–27.Google Scholar
Andre, C., Catte, P., Girouard, N. and Price, R. (2004) ‘Housing markets, wealth and the business cycle’, OECD Economics Department Working Papers, No. 394, Paris: OECD Publishing.Google Scholar
The Economist (2005) ‘The global housing boom: in come the waves’, 16 June 2005.
Financial Times (2004) ‘Every house price index tells its own story’, 30 June 2004.

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