Tomasz Łyziak’s research while affiliated with Narodowy Bank Polski and other places

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Publications (43)


Do global output gaps help forecast domestic inflation? Evidence from Phillips curves for Poland
  • Article

April 2019

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16 Reads

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5 Citations

International Journal of Forecasting

Tomasz Łyziak

This study confronts domestic and global views on inflation through the use of the Hybrid New Keynesian Phillips Curve (HNKPC) models estimated for headline and core inflation in Poland. We analyse the roles of the global vs. domestic output gaps in affecting price changes. We ensure that our conclusions are robust by taking into consideration various proxies for inflation expectations, imported inflation, the domestic output gap and the global output gap. Our results suggest that the global demand conditions are statistically insignificant in the majority of the estimated global versions of HNKPC, independently of the measure of them that is considered. In terms of empirical fit, and especially of the out-of-sample forecasting accuracy, the specifications of the Phillips curve with the domestic and global output gaps among the explanatory variables are not superior to traditional Phillips curves. Interestingly, the relative importance of the global output gap is much smaller in models that are estimated in terms of core inflation, excluding foodstuffs and energy, than in CPI inflation models. This suggests that global demand conditions affect the inflation in Poland indirectly, mainly through the prices of food and energy raw materials. The main conclusion from our study is that external factors that are already considered in the traditional hybrid versions of the new Keynesian Phillips curve are sufficient to account for global influences on prices in the domestic economy. The concept of the global output gap improves neither the explanatory nor the predictive power of HNKPC models.



Sustainability of Public Finances in European Economies: Fiscal Policy Reactions and Market Pricing

November 2018

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35 Reads

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3 Citations

Eastern European Economics

This article evaluates fiscal discipline in twenty-two member countries in the European Union. We adopt a two-dimensional approach in which we evaluate the reaction of the primary balance to public debt and the response of financial markets to fiscal variables. Our results suggest that the fiscal policy in EU is sustainable. Financial markets seem to pay attention to fiscal variables. Since the beginning of the financial crisis, both markets and governments have responded more strongly to public debt. Interestingly, the reaction of the markets to GDP per capita seems to be stronger in the high-debt economies.


On the formation of inflation expectations in turbulent times: The case of the euro area

February 2018

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18 Reads

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18 Citations

Economic Modelling

Studying formation of inflation expectations in the euro area we propose a novel method, integrating rational, adaptive and sticky-information models. We find that in recent turbulent times, formation of inflation expectations by professional forecasters has displayed less inertia with the increased role of the perceived inflation target. Despite its slightly negative trend observed recently, the perceived target has remained broadly consistent with the ECB's announced inflation target. The direct impact of ECB inflation projections on expectations is minor, but growing marginally. However, inflation expectations remain consistent with the views and preferences of the ECB, which suggests effective management of expectations. Our results have implications for the conduct of ECB monetary policy, emphasising the need to monitor risks for price stability and expectations' de-anchoring in the context of complex models of their formation and for macroeconomic modelling, stressing the need to analyse monetary policy communication and changes in expectation formation over time.



Anchoring of inflation expectations in the euro area: Recent evidence based on survey data

November 2016

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96 Reads

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73 Citations

European Journal of Political Economy

This article analyses the anchoring of inflation expectations of professional forecasters and consumers in the euro area. We study anchoring, defined as the central bank's ability to manage expectations, by paying special attention to the impact of the ECB inflation target and ECB inflation projections on inflation expectations. Our analysis indicates that in the post-crisis period longer-term inflation expectations have become somewhat more sensitive to shorter-term ones and to actual HICP inflation. We also find that the ECB inflation projections have recently become more important for short- and medium-term expectations of professional forecasters and at the same time the role of the ECB inflation target for those expectations has diminished. Overall, our analysis suggests that in recent years inflation expectations in the euro area have shown some signs of de-anchoring.


Survey measures of inflation expectations in Poland: Are they relevant from the macroeconomic perspective?

January 2016

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24 Reads

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13 Citations

Baltic Journal of Economics

This paper estimates different versions of the stylized New Keynesian model of the Polish economy, in which alternative measures of inflation expectations are used, that is, model-consistent (rational) expectations and survey-based expectations of consumers, enterprises and financial sector analysts. To compare dynamic properties of the models, we analyse propagation of the interest rate impulse, exchange rate impulse and a permanent change of inflation target. Differences in impulse responses pose the question which model should be treated as the most adequate. Analysis of in-sample inflation forecasting errors suggests that the model with rational expectations displays the lowest forecasting accuracy, while the model using expectations of enterprises is the best-performing model. In more general terms, our analysis suggests the best way of exploiting survey data on inflation expectations is not by using them as separate forward-looking information, alternative to macroeconomic models, but by combining both types of information.



How to Define the Consumer Perceived Price Index? An Application to Polish Data

January 2015

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105 Reads

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7 Citations

Eastern European Economics

Inflation perceived by consumers may differ from official statistics, particularly due to different baskets of goods and services that lay people and statisticians consider and due to consumer loss aversion to price increases. Such effects, as suggested by the prospect theory, are confirmed in many empirical studies showing that consumers' perceptions are substantially influenced by prices of frequent purchases and that price increases are perceived more strongly than price reductions. Following those observations, alternative consumer price indices were proposed, such as the out-of-pocket price index (ECB 2003) or the index of perceived inflation (Brachinger 2006, 2008). They proved particularly useful in interpreting a jump of inflation perception in some of the Economic and Monetary Union (EMU) economies after the euro introduction. The role of price changes of frequently bought goods and services in determining consumer opinions on price changes also seems significant in Poland, as revealed especially after its accession to the European Union (EU) in 2004. To assess whether their impact on subjectively perceived price changes is of a systematic nature, in this paper we develop different types of indices of price changes that are likely to influence consumer opinions on observed price developments. Then we evaluate them in terms of their impact on consumer inflation perception, as proxied with survey data, and define on this basis the best-performing index, called the consumer perceived price index (CPPI). The results suggest that Polish consumers observe a relatively wide range of goods and services and that both factors suggested by the prospect theory seem to influence their opinions on the evolution of prices in the past.


Do Consumers in Europe Anticipate Future Inflation?

May 2014

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63 Reads

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41 Citations

Eastern European Economics

In this paper we analyze whether consumers in European economies are able to anticipate future inflation. For this purpose we check expectational errors and estimate the degrees of forward-lookingness and macroeconomic efficiency of consumer inflation expectations. We also test the impact of the recent financial crisis on the formation of these expectations. Our results suggest that capacities of consumers to anticipate future inflation are rather constrained, although their opinions contain some forward-looking elements. Consumers seem to anticipate future inflation to the highest extent in France, Cyprus, the European Monetary Union as a whole, and the Netherlands. There is also a relatively high degree of anticipation in Austria, Belgium, Estonia, Hungary, Italy, Latvia, Poland, and Slovakia. Consumer inflation expectations in advanced economies display better forecasting properties and higher degrees of forward-lookingness and efficiency than expectations in transition economies. Finally, our results suggest that the global financial crisis has influenced the formation of inflation expectations in both groups of economies.


Citations (30)


... Empirical studies have shown that expectations vary across different groups of economic agents, and they display different properties (Gerberding 2001;Łyziak and Mackiewicz-Łyziak 2014;Łyziak and Sheng 2023). Even within the same group of economic agents, there is a dispersion of expectations due to different cognitive abilities (D'Acunto et al. 2019), personality traits (Abildgren and Kuchler 2021) or economic characteristics (Zhao 2022). ...

Reference:

Consumer and Professional Inflation Expectations – Properties and Mutual DependenciesOczekiwania inflacyjne konsumentów i profesjonalistów – własności i wzajemne zależności
Disagreement in Consumer Inflation Expectations
  • Citing Article
  • September 2022

Journal of Money Credit and Banking

... Our focus in this chapter will be on probabilistic questions, but questions also asked for point forecasts or most likely outcomes. We will touch on some important limitations of point forecasts below, but acknowledge that they have been found valuable, especially in aggregated form, in capturing changes in household expectations (e.g., Stanislawska et al., 2019). ...

Assessing Reliability of Aggregated Inflation Views in the European Commission Consumer Survey
  • Citing Article
  • January 2019

SSRN Electronic Journal

... As Visco [1] argues, inflation expectations shape the behavior of households and firms, thereby influencing overall price dynamics. Additionally, these expectations are a fundamental component in the transmission of monetary policy through the expectations channel [2]. ...

Inflation Expectations and Their Role in Eurosystem Forecasting
  • Citing Article
  • Full-text available
  • January 2021

SSRN Electronic Journal

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Thomas Westermann

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... future inflation being in a certain range around the central banking target. There are several proposed measures of anchoring, or stability of inflation expectations, such as a response of market-based inflation compensation measures or interest rates to incoming macroeconomic news (Gürkaynak, Levin, Marder, and Swanson, 2007;Mishkin, 2007;Beechey, Johannsen, and Levin, 2011;De Pooter, Robitaille, Walker, and Zdinak, 2014;Speck, 2016), a response of (changes in) long-term inflation expectations to (changes in) short-term ones (Buono and Formai, 2016;Gerlach, Moessner, and Rosenblatt, 2017), the precision around estimates of the level of inflation (Mehrotra and Yetman, 2014), the volatility of shocks to trend inflation (Mertens, 2016), and the closeness of average beliefs to the central bank's inflation target (Kumar, Afrouzi, Coibion, and Gorodnichenko, 2015;Lyziak and Paloviita, 2016). The difference between these measures and the GMR anchoring measure is that most of them are mainly related to the stability of the conditional mean of inflation and do not capture the conditional variance of inflation that can be relatively high even though the conditional mean is close to the target. ...

Anchoring of Inflation Expectations in the Euro Area: Recent Evidence Based on Survey Data
  • Citing Article
  • January 2016

SSRN Electronic Journal

... tion expectations are produced by the University of Michigan and the Federal Reserve Bank of Philadelphia, who publish the Survey of Consumers and the Survey of Professional Forecasters (SPF), respectively. Work done by authors such as Łyziak and Sheng (2018) documents that the Michigan and SPF forecasts of inflation are substantially different, and that possible determinants of expected inflation affect these survey measures differently. ...

Disagreement in Consumer Inflation Expectations
  • Citing Article
  • January 2021

SSRN Electronic Journal

... Additionally, other more recent studies such as Beaupain and Girard, (2020); Bernanke, (2020); Arcuri, (2020); Baranowski et al. (2021);Rebucci Hartley and Jim enez (2022) and Jbir (2024) have mainly focused on the impact of announcements made by regulators on financial asset prices and their market value. For instance, Jbir (2024) finds that negative average abnormal returns (AAR) are generated for nonbanking and banking institutions, including the Global Systemically Important Banks following announcements by the Bank of England regardless of the tone. ...

Words and deeds in managing expectations: Empirical evidence from an inflation targeting economy
  • Citing Article
  • December 2020

Economic Modelling

... In a non-Ricardian setting, the FTPL asserts that high debt drives up prices to satisfy the intertemporal government budget constraint. Forward-looking individuals are expected to anticipate this increase, thus raising their inflation expectations (Łyziak and Mackiewicz-Łyziak, 2020). This view is supported by studies such as those conducted by Sargent and Wallace (1981), Kwon et al. (2006) and Sims (2016), which suggest that public debt affects inflation through its impact on fiscal policy and the broader economy. ...

Does fiscal stance affect inflation expectations? Evidence for European economies
  • Citing Article
  • December 2020

Economic Analysis and Policy

... The aim of the paper is to fill in the gap in existing research by estimating panel models that also include the global output gap and to compare the results of different methods. To our best knowledge, only five papers consider global output gaps in their models (Çiçek, 2012;Bianchi & Civelli, 2015;Łyziak, 2019;Jašová et al., 2020;Busetti et al., 2021) and other authors consider only domestic output gaps Kendera, 2015). This paper includes three objectives. ...

Do global output gaps help forecast domestic inflation? Evidence from Phillips curves for Poland
  • Citing Article
  • April 2019

International Journal of Forecasting

... Weichenrieder and Zimmer (2014) also reach the same conclusion for those countries that signed the Maastricht Treaty. Lee et al. (2018), Mackiewicz-Łyziak et al. (2019), and Afonso and Coelho (2022) also all report similar results for a longer timespan analysis for the same countries. Golpe et al. (2023) also highlight that countries belonging to the EMU have differences in terms of the design and application of fiscal policies. ...

A new test for fiscal sustainability with endogenous sovereign bond yields: Evidence for EU economies
  • Citing Article
  • November 2019

Economic Modelling