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Small Area Consumption Estimates Combining Survey and Financial Footprints Data

Author

Listed:
  • Levell, Peter
  • Nesheim, Lars
  • Vyas, Gautam

Abstract

We use small-area estimation methods that combine information from a household budget survey, a much larger survey of local demographics and employment, and area-level information on bank account outflows and energy consumption to estimate average equivalised consumption measures across 367 local authority districts in Great Britain. We show that including bank account data substantially improves our estimates, showing that these and other financial footprints data can play an important role in measuring local consumption and hence living standards. We also compare consumption measures that correspond to welfare under different assumptions about mobility and the capitalisation of local amenities into house prices, as well as traditional local income measures, and show that the rankings of local authorities are sensitive to the choice of measure.

Suggested Citation

  • Levell, Peter & Nesheim, Lars & Vyas, Gautam, 2025. "Small Area Consumption Estimates Combining Survey and Financial Footprints Data," Discussion Papers escoe-dp-2025-03, Economic Statistics Centre of Excellence.
  • Handle: RePEc:eoe:escoed:escoe-dp-2025-03
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    References listed on IDEAS

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    1. Poterba, James M, 1989. "Lifetime Incidence and the Distributional Burden of Excise Taxes," American Economic Review, American Economic Association, vol. 79(2), pages 325-330, May.
    2. Bryan, Gharad & Morten, Melanie, 2019. "The aggregate productivity effects of internal migration: evidence from Indonesia," LSE Research Online Documents on Economics 88177, London School of Economics and Political Science, LSE Library.
    3. Milton Friedman, 1957. "Introduction to "A Theory of the Consumption Function"," NBER Chapters, in: A Theory of the Consumption Function, pages 1-6, National Bureau of Economic Research, Inc.
    4. Richard Blundell & Ian Preston, 1995. "Income, expenditure and the living standards of UK households," Fiscal Studies, Institute for Fiscal Studies, vol. 16(3), pages 40-54, August.
    5. Philip McCann, 2020. "Perceptions of regional inequality and the geography of discontent: insights from the UK," Regional Studies, Taylor & Francis Journals, vol. 54(2), pages 256-267, February.
    6. Angus Deaton & Salman Zaidi, 2002. "Guidelines for Constructing Consumption Aggregates for Welfare Analysis," World Bank Publications, The World Bank, number 14101, April.
    7. John Kennan & James R. Walker, 2011. "The Effect of Expected Income on Individual Migration Decisions," Econometrica, Econometric Society, vol. 79(1), pages 211-251, January.
    8. Mike Brewer & Ben Etheridge & Cormac O’Dea, 2017. "Why are Households that Report the Lowest Incomes So Well‐off?," Economic Journal, Royal Economic Society, vol. 127(605), pages 24-49, October.
    9. Deaton, A. & Zaidi, S., 1999. "Guidelines for Constructing Consumption Aggregates for Welfare Analysis," Papers 192, Princeton, Woodrow Wilson School - Development Studies.
    10. Milton Friedman, 1957. "A Theory of the Consumption Function," NBER Books, National Bureau of Economic Research, Inc, number frie57-1.
    11. Mike Brewer & Ben Etheridge & Cormac O’Dea, 2017. "Why are Households that Report the Lowest Incomes So Well‐off?," Economic Journal, Royal Economic Society, vol. 127(605), pages 24-49, October.
    12. González-Manteiga, W. & Lombardi­a, M.J. & Molina, I. & Morales, D. & Santamari­a, L., 2008. "Analytic and bootstrap approximations of prediction errors under a multivariate Fay-Herriot model," Computational Statistics & Data Analysis, Elsevier, vol. 52(12), pages 5242-5252, August.
    13. Gharad Bryan & Melanie Morten, 2019. "The Aggregate Productivity Effects of Internal Migration: Evidence from Indonesia," Journal of Political Economy, University of Chicago Press, vol. 127(5), pages 2229-2268.
    14. Slesnick, Daniel T, 1993. "Gaining Ground: Poverty in the Postwar United States," Journal of Political Economy, University of Chicago Press, vol. 101(1), pages 1-38, February.
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    Keywords

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    JEL classification:

    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth
    • I32 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Measurement and Analysis of Poverty
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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