IDEAS home Printed from https://ideas.repec.org/a/prg/jnlpep/v2019y2019i2id690p155-177.html

Impact of Behavioural Attention on the Households Foreign Currency Savings as a Response to the External Macroeconomic Shocks

Author

Listed:
  • Vilma Deltuvaitė
  • Svatopluk Kapounek
  • Petr Koráb

Abstract

This paper investigates the impact of behavioural attention on the households' foreign currency savings as a response to the external macroeconomic shocks. The information that the households acquire via different communication channels is expected to influence their decisions regarding their savings' allocation into different currencies. This study has applied the fundamental macroeconomic models by including individuals' attention to the specific risks and search interest in specific keywords on Google in order to assess the impact of acquired information and its communication channel on the households' foreign currency savings. We employed a two-level mixed effects model including macroeconomic fundamentals and individuals' attention to the information determinants. We solved a problem of a long list of potential explanatory variables (keywords) by employing the Bayesian Model Averaging. This study assumes that households are more sensitive to the macroeconomic shocks (factors) if they search simultaneously for infor-mation on Google about these factors or specific related risks. The results emphasize the role behavioural attention during financial turmoil and economic downturn periods, especially in the environment of very low interest rates.

Suggested Citation

  • Vilma Deltuvaitė & Svatopluk Kapounek & Petr Koráb, 2019. "Impact of Behavioural Attention on the Households Foreign Currency Savings as a Response to the External Macroeconomic Shocks," Prague Economic Papers, Prague University of Economics and Business, vol. 2019(2), pages 155-177.
    • Handle: RePEc:prg:jnlpep:v:2019:y:2019:i:2:id:690:p:155-177
    DOI: 10.18267/j.pep.690
    as

    Download full text from publisher

    File URL: http://pep.vse.cz/doi/10.18267/j.pep.690.html
    Download Restriction: free of charge
    File URL: http://pep.vse.cz/doi/10.18267/j.pep.690.pdf
    Download Restriction: free of charge
    File URL: https://libkey.io/10.18267/j.pep.690?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Kenen, Peter B., 1985. "Macroeconomic theory and policy: How the closed economy was opened," Handbook of International Economics, in: R. W. Jones & P. B. Kenen (ed.), Handbook of International Economics, edition 1, volume 2, chapter 13, pages 625-677, Elsevier.
    2. Magnus, Jan R. & Powell, Owen & Prüfer, Patricia, 2010. "A comparison of two model averaging techniques with an application to growth empirics," Journal of Econometrics, Elsevier, vol. 154(2), pages 139-153, February.
    3. John T. Harvey, 1996. "Orthodox Approaches to Exchange Rate Determination: A Survey," Journal of Post Keynesian Economics, Taylor & Francis Journals, vol. 18(4), pages 567-583, July.
    4. Giuseppe De Luca & Jan R. Magnus, 2011. "Bayesian model averaging and weighted-average least squares: Equivariance, stability, and numerical issues," Stata Journal, StataCorp LLC, vol. 11(4), pages 518-544, December.
    5. Luiz Carlos Bresser-Pereira & Eliane Araújo & Paulo Gala, 2014. "An empirical study of the substitution of foreign for domestic savings in Brazil," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 15(1), pages 54-67.
    6. Dornbusch, Rudiger, 1976. "Expectations and Exchange Rate Dynamics," Journal of Political Economy, University of Chicago Press, vol. 84(6), pages 1161-1176, December.
    7. Levent Bulut, 2018. "Google Trends and the forecasting performance of exchange rate models," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 37(3), pages 303-315, April.
    8. Martin Guzi & Pablo de Pedraza García, 2015. "A web survey analysis of subjective well-being," International Journal of Manpower, Emerald Group Publishing Limited, vol. 36(1), pages 48-67, April.
    9. Hyunyoung Choi & Hal Varian, 2012. "Predicting the Present with Google Trends," The Economic Record, The Economic Society of Australia, vol. 88(s1), pages 2-9, June.
    10. Vlastakis, Nikolaos & Markellos, Raphael N., 2012. "Information demand and stock market volatility," Journal of Banking & Finance, Elsevier, vol. 36(6), pages 1808-1821.
    11. Branislav Saxa, 2014. "Forecasting Mortgages: Internet Search Data as a Proxy for Mortgage Credit Demand," Working Papers 2014/14, Czech National Bank, Research and Statistics Department.
    12. Schlueter, Tobias & Sievers, Soenke & Hartmann-Wendels, Thomas, 2015. "Bank funding stability, pricing strategies and the guidance of depositors," Journal of Banking & Finance, Elsevier, vol. 51(C), pages 43-61.
    13. J. J. Polak, 1957. "Monetary Analysis of Income Formation and Payments Problems," IMF Staff Papers, Palgrave Macmillan, vol. 6(1), pages 1-50, November.
    14. Arifovic, Jasmina, 2001. "Evolutionary dynamics of currency substitution," Journal of Economic Dynamics and Control, Elsevier, vol. 25(3-4), pages 395-417, March.
    15. Hooper, Peter & Morton, John, 1982. "Fluctuations in the dollar: A model of nominal and real exchange rate determination," Journal of International Money and Finance, Elsevier, vol. 1(1), pages 39-56, January.
    16. Irresberger, Felix & Mühlnickel, Janina & Weiß, Gregor N.F., 2015. "Explaining bank stock performance with crisis sentiment," Journal of Banking & Finance, Elsevier, vol. 59(C), pages 311-329.
    17. Mussa, Michael, 1979. "Empirical regularities in the behavior of exchange rates and theories of the foreign exchange market," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 11(1), pages 9-57, January.
    18. Sharma, Subhash C. & Kandil, Magda & Chaisrisawatsuk, Santi, 2005. "Currency substitution in Asian countries," Journal of Asian Economics, Elsevier, vol. 16(3), pages 489-532, June.
    19. Yang, Xin & Pan, Bing & Evans, James A. & Lv, Benfu, 2015. "Forecasting Chinese tourist volume with search engine data," Tourism Management, Elsevier, vol. 46(C), pages 386-397.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Levent Bulut, 2018. "Google Trends and the forecasting performance of exchange rate models," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 37(3), pages 303-315, April.
    2. Jabbour, George M. & Mansour-Ichrakieh, Layal, 2025. "“Dollarization vs. bitcoinization in Türkiye: Which is more dangerous for the financial market?”," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 100(C).
    3. Jan Christoph Neumann, 2019. "Hedging Currency Risks? An Evaluation of SMEs in Northern Germany," European Journal of Business Science and Technology, Mendel University in Brno, Faculty of Business and Economics, vol. 5(2), pages 129-142.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. repec:prg:jnlpep:v:preprint:id:690:p:1-23 is not listed on IDEAS
    2. Meese, Richard & Rogoff, Kenneth, 1986. "Was it real? The exchange rate -- Interest differential relation: 1973-1984," Journal of Economic Dynamics and Control, Elsevier, vol. 10(1-2), pages 297-298, June.
    3. Christopher J. Neely & Lucio Sarno, 2002. "How well do monetary fundamentals forecast exchange rates?," Review, Federal Reserve Bank of St. Louis, vol. 84(Sep), pages 51-74.
    4. Habimana, Olivier, 2017. "The multiscale relationship between exchange rates and fundamentals differentials: Empirical evidence from Scandinavia," MPRA Paper 75956, University Library of Munich, Germany.
    5. Boyer, Russell S., 2009. "Reflections on Milton Friedman's contributions to open economy money/macro," Journal of International Money and Finance, Elsevier, vol. 28(7), pages 1097-1116, November.
    6. repec:men:wpaper:71_2017 is not listed on IDEAS
    7. repec:onb:oenbwp:y::i:28:b:1 is not listed on IDEAS
    8. Imene Ben El Hadj Said & Skander Slim, 2022. "The Dynamic Relationship between Investor Attention and Stock Market Volatility: International Evidence," JRFM, MDPI, vol. 15(2), pages 1-25, February.
    9. M. E. Bontempi & R. Golinelli & M. Squadrani, 2016. "A New Index of Uncertainty Based on Internet Searches: A Friend or Foe of Other Indicators?," Working Papers wp1062, Dipartimento Scienze Economiche, Universita' di Bologna.
    10. Peter Isard, 1982. "An accounting framework and some issues for modelling how exchange rates respond to the news," International Finance Discussion Papers 200, Board of Governors of the Federal Reserve System (U.S.).
    11. Papadamou, Stephanos & Fassas, Athanasios & Kenourgios, Dimitris & Dimitriou, Dimitrios, 2020. "Direct and Indirect Effects of COVID-19 Pandemic on Implied Stock Market Volatility: Evidence from Panel Data Analysis," MPRA Paper 100020, University Library of Munich, Germany.
    12. Awad, Taleb Mohammad, 1987. "International monetary and exchange rate policies and world agricultural markets: the case of soybeans and soybean products," ISU General Staff Papers 198701010800009611, Iowa State University, Department of Economics.
    13. Francesco Capozza & Ingar Haaland & Christopher Roth & Johannes Wohlfart, 2021. "Studying Information Acquisition in the Field: A Practical Guide and Review," CEBI working paper series 21-15, University of Copenhagen. Department of Economics. The Center for Economic Behavior and Inequality (CEBI).
    14. repec:wvu:wpaper:09-14 is not listed on IDEAS
    15. van de Gucht, Linda M. & Dekimpe, Marnik G. & Kwok, Chuck C. Y., 1996. "Persistence in foreign exchange rates," Journal of International Money and Finance, Elsevier, vol. 15(2), pages 191-220, April.
    16. Oscar Bajo-Rubio & Simón Sosvilla Rivero, 1993. "Teorías del tipo de cambio: una panorámica," Documentos de Trabajo del ICAE 9307, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
    17. Irfan Civcir, 2003. "The Monetary Models of the Turkish Lira/U.S. Dollar Exchange Rate: Long-run Relationships, Short-run Dynamics, and Forecasting," Eastern European Economics, Taylor & Francis Journals, vol. 41(6), pages 43-63, January.
    18. Hagen, Tobias, 2013. "Impact of national financial regulation on macroeconomic and fiscal performance after the 2007 financial stock: Econometric analyses based on cross-country data," Working Paper Series 02, Frankfurt University of Applied Sciences, Faculty of Business and Law.
    19. Mattia Filomena & Matteo Picchio, 2023. "Retirement and health outcomes in a meta‐analytical framework," Journal of Economic Surveys, Wiley Blackwell, vol. 37(4), pages 1120-1155, September.
    20. Monge, Manuel & Claudio-Quiroga, Gloria & Poza, Carlos, 2024. "Chinese economic behavior in times of covid-19. A new leading economic indicator based on Google trends," International Economics, Elsevier, vol. 177(C).
    21. Song, Chi-Young, 1997. "The Real Exchange Rate and the Current Account Balance in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 11(2), pages 143-184, June.
    22. Yin-Wong Cheung & Menzie D. Chinn & Ian W. Marsh, 2004. "How do UK-based foreign exchange dealers think their market operates?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 9(4), pages 289-306.
    23. Doris Chenguang Wu & Shiteng Zhong & Richard T R Qiu & Ji Wu, 2022. "Are customer reviews just reviews? Hotel forecasting using sentiment analysis," Tourism Economics, , vol. 28(3), pages 795-816, May.
    24. Kanga, Désiré & Soumaré, Issouf & Amenounvé, Edoh, 2023. "Can corporate financing through the stock market create systemic risk? Evidence from the BRVM securities market," Emerging Markets Review, Elsevier, vol. 55(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D14 - Microeconomics - - Household Behavior - - - Household Saving; Personal Finance
    • F31 - International Economics - - International Finance - - - Foreign Exchange
    • F62 - International Economics - - Economic Impacts of Globalization - - - Macroeconomic Impacts
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:prg:jnlpep:v:2019:y:2019:i:2:id:690:p:155-177. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Stanislav Vojir (email available below). General contact details of provider: https://edirc.repec.org/data/uevsecz.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.