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Micro and macro data: a comparison of the Household Finance and Consumption Survey with financial accounts in Austria

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  • Lindner, Peter
  • Andreasch, Michael

Abstract

This paper compares the survey results on savings deposits and estimates on total financial assets from the Household Finance and Consumption Survey (HFCS) in Austria with administrative records from the national accounts for the household sector. The micro data newly generated through the HFCS and the detailed (internally available) breakdowns of savings deposits in the existing macro data (Financial Accounts) lend themselves to a more in-depth analysis of the similarities and differences in these two sources than what has been done in the literature so far. Cross-checking the data shows that the HFCS-based aggregate estimates differ from the financial accounts data, which is line with evidence from the literature, but additionally the paper adds to the literature that the underlying patterns have been captured adequately by the survey at the micro level. Moreover, a simulation based on the HFCS data serves to demonstrate the effect that the inclusion of savings deposits in the most affluent tail of the distribution has on common statistics. Undercoverage above all of the upper deposit ranges suggests an underestimation or bias in the statistics. This underestimation, however, can be shown to be relatively minor, in particular in the case of robust statistical measures such as the median or percentile ratios. JEL Classification: C80, D30, D31, E01, E21

Suggested Citation

  • Lindner, Peter & Andreasch, Michael, 2014. "Micro and macro data: a comparison of the Household Finance and Consumption Survey with financial accounts in Austria," Working Paper Series 1673, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20141673
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    1. Pirmin Fessler & Peter Mooslechner & Martin Schürz, 2012. "Eurosystem Household Finance and Consumption Survey 2010 First Results for Austria," Monetary Policy & the Economy, Oesterreichische Nationalbank (Austrian Central Bank), issue 3, pages 23-62.
    2. Michael Andreasch & Pirmin Fessler, 2009. "Austrian Households’ Equity Capital – Evidence from Microdata," Monetary Policy & the Economy, Oesterreichische Nationalbank (Austrian Central Bank), issue 4, pages 61-78.
    3. Robert B. Avery & Gregory E. Elliehausen & Arthur B. Kennickell, 1988. "Measuring Wealth With Survey Data: An Evaluation Of The 1983 Survey Of Consumer Finances," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 34(4), pages 339-369, December.
    4. Marc Roemer, 2002. "Using Administrative Earnings Records to Assess Wage Data Quality in the March Current Population Survey and the Survey of Income and Program Participation," Longitudinal Employer-Household Dynamics Technical Papers 2002-22, Center for Economic Studies, U.S. Census Bureau.
    5. Arie Kapteyn & Jelmer Y. Ypma, 2007. "Measurement Error and Misclassification: A Comparison of Survey and Administrative Data," Journal of Labor Economics, University of Chicago Press, vol. 25(3), pages 513-551.
    6. Thomas Y. Mathä & Alessandro Porpiglia & Michael Ziegelmeyer, 2012. "The Luxembourg Household Finance and Consumption Survey (LU-HFCS): Introduction and Results," BCL working papers 73, Central Bank of Luxembourg.
    7. Eva Sierminska & Andrea Brandolini & Timothy M Smeeding, 2007. "Comparing wealth distribution across rich countries: the Luxembourg Wealth Study project," IFC Bulletins chapters, in: Bank for International Settlements (ed.), Proceedings of the IFC Conference on "Measuring the financial position of the household sector", Basel, 30-31 August 2006 - Volume 1, volume 25, pages 297-310, Bank for International Settlements.
    8. Dale W. Jorgenson & J. Steven Landefeld & Paul Schreyer, 2014. "Measuring Economic Sustainability and Progress," NBER Books, National Bureau of Economic Research, Inc, number jorg12-1, March.
    9. Avery, Robert B & Elliehausen, Gregory E & Kennickell, Arthur B, 1988. "Measuring Wealth with Survey Data: An Evaluation of the 1983 Survey of Consumer Finances," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 34(4), pages 339-369, December.
    10. Timothy Smeeding & Eva Sierminska & Andrea Brandolini, 2006. "Comparing Wealth Distribution across Rich Countries: First Results from the Luxembourg Wealth Study," LWS Working papers 1, LIS Cross-National Data Center in Luxembourg.
    11. Alice M. Henriques & Joanne W. Hsu, 2014. "Analysis of Wealth Using Micro- and Macrodata: A Comparison of the Survey of Consumer Finances and Flow of Funds Accounts," NBER Chapters, in: Measuring Economic Sustainability and Progress, pages 245-274, National Bureau of Economic Research, Inc.
    12. Jesse Bricker & Gary V. Engelhardt, 2007. "Measurement Error in Earnings Data in the Health and Retirement Study," Working Papers, Center for Retirement Research at Boston College wp2007-16, Center for Retirement Research, revised Oct 2007.
    13. Pirmin Fessler & Kasy, Maximilian & Peter Lindner, 2012. "Survey mode effects on income inequality measurement," Working Paper 48766, Harvard University OpenScholar.
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    Cited by:

    1. Stüber, Heiko & Grabka, Markus M. & Schnitzlein, Daniel D., 2023. "A tale of two data sets: comparing German administrative and survey data using wage inequality as an example," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 57, pages 1-8.
    2. Ahnert, Henning & Kavonius, Ilja Kristian & Honkkila, Juha & Sola, Pierre, 2020. "Understanding household wealth: linking macro and micro data to produce distributional financial accounts," Statistics Paper Series 37, European Central Bank.
    3. Kreutzmann, Ann-Kristin & Marek, Philipp & Salvati, Nicola & Schmid, Timo, 2019. "Estimating regional wealth in Germany: How different are East and West really?," Discussion Papers 35/2019, Deutsche Bundesbank.
    4. Engel, Janina & Ohlwerter, Dennis & Scherer, Matthias, 2023. "On the estimation of distributional household wealth: addressing under-reporting via optimization problems with invariant Gini coefficient," Working Paper Series 2865, European Central Bank.
    5. Sofie R. Waltl & Robin Chakraborty, 2022. "Missing the wealthy in the HFCS: micro problems with macro implications," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(1), pages 169-203, March.
    6. Stefan Humer & Mathias Moser & Matthias Schnetzer, 2017. "Inheritances and the Accumulation of Wealth in the Eurozone," ICAE Working Papers 73, Johannes Kepler University, Institute for Comprehensive Analysis of the Economy.
    7. Pirmin Fessler & Peter Lindner & Martin Schürz, 2019. "Eurosystem Household Finance and Consumption Survey 2017 for Austria," Monetary Policy & the Economy, Oesterreichische Nationalbank (Austrian Central Bank), issue 18/Q4, pages 36-66.
    8. Peter Peshev, 2015. "Analysis of the Wealth Inequality Dynamics in Bulgaria: Different Approach," Economic Alternatives, University of National and World Economy, Sofia, Bulgaria, issue 4, pages 29-33, December.
    9. Arthur B. Kennickell & Peter Lindner & Martin Schürz, 2022. "A new instrument to measure wealth inequality: distributional wealth accounts," Monetary Policy & the Economy, Oesterreichische Nationalbank (Austrian Central Bank), issue Q4/21.
    10. Pirmin Fessler & Peter Lindner & Martin Schürz, 2016. "In focus: Eurosystem Household Finance and Consumption Survey 2014 – first results for Austria (second wave)," Monetary Policy & the Economy, Oesterreichische Nationalbank (Austrian Central Bank), issue 2, pages 34-95.
    11. Anna Boldizsár & Zsuzsa Kékesi & Balázs Kóczián & Balázs Sisak, 2016. "The Wealth Position of Hungarian Households based on HFCS," Financial and Economic Review, Magyar Nemzeti Bank (Central Bank of Hungary), vol. 15(4), pages 115-150.
    12. Pirmin Fessler & Peter Lindner & Martin Schürz, 2019. "Eurosystem Household Finance and Consumption Survey 2017 for Austria," Monetary Policy & the Economy, Oesterreichische Nationalbank (Austrian Central Bank), issue Q4/18, pages 36-66.
    13. Michael Andreasch & Marc Peter Radke & Manuel Rupprecht, 2020. "Renditen privater Haushalte nach Vermögensgruppen — Deutschland versus Österreich [Real Returns of Private Households with Different Financial Assets — A Comparison of Germany and Austria]," Wirtschaftsdienst, Springer;ZBW - Leibniz Information Centre for Economics, vol. 100(6), pages 446-453, June.

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    More about this item

    Keywords

    financial accounts; household finance and consumption survey;

    JEL classification:

    • C80 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - General
    • D30 - Microeconomics - - Distribution - - - General
    • D31 - Microeconomics - - Distribution - - - Personal Income and Wealth Distribution
    • E01 - Macroeconomics and Monetary Economics - - General - - - Measurement and Data on National Income and Product Accounts and Wealth; Environmental Accounts
    • E21 - Macroeconomics and Monetary Economics - - Consumption, Saving, Production, Employment, and Investment - - - Consumption; Saving; Wealth

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