Kamil Dybczak's research while affiliated with International Monetary Fund and other places

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Publications (26)


Nowcasting GDP - A Scalable Approach Using DFM, Machine Learning and Novel Data, Applied to European Economies
  • Article

March 2022

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3 Reads

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5 Citations

IMF Working Paper

Jean-Francois Dauphin

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Marzie Taheri Sanjani

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Nujin Suphaphiphat

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[...]

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Yifei Wang
Share

Figure 4. Design Features of Mandatory Old-Age Pension Systems around the World, 2015 Advanced Economies Emerging and Developing Economies
Figure 7. Contribution to Pension Change, 1990-2050, Select Countries
Figure 8. Saving Projections by Country Groups
Figure 9. Changes in Saving Rates by Demographic Transition Stage (Percentage point change)
Figure 12. Saving Projections for Individual Countries (Percent of GDP, averages) Pakistan Tajikistan
The Future of Saving: The Role of Pension System Design in an Aging World
  • Article
  • Full-text available

January 2019

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505 Reads

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49 Citations

IMF staff discussion note

Download



The Fiscal Consequences of Shrinking and Ageing Populations

December 2018

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173 Reads

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16 Citations

Ageing International

Declining fertility and increasing longevity will lead to a slower-growing, older world population. The share of the world population older than age 65 could increase from 12% today to 38% by 2100. In most countries, population is projected to peak sometime this century and decline thereafter. These developments would place public finances of countries under pressure. Spending on age-related programs (pensions and health) would rise by 8.3 percentage points of GDP and 11.5 percentage points of GDP in more and less developed countries, respectively, between now and 2100. Projecting demographics is a risky business, and policymakers should be prepared to deal with an even faster transition to declining populations. Given the magnitude of the needed policy response, a multi-pronged approach will be required, including entitlement reform, policies that affect demographics and labor markets, better tax systems, and more efficient public expenditure. In many countries it will be impossible to fully offset the impact of demographics on age-related spending, thus necessitating broader public sector reforms to improve the public finances.



CAN FISCAL POLICY STABILIZE OUTPUT?

April 2015

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438 Reads

Fiscal policy is often used to smooth fluctuations in economic activity, particularly in advanced economies. Because it reduces macroeconomic volatility, fiscal policy can boost real GDP growth. Specifically, a plausible increase in fiscal stabilization—measured as the sensitivity of the overall budget balance to the output gap—could boost annual growth rates by 0.1 percentage point in developing economies and 0.3 percentage point in advanced economies. Automatic stabilizers are an important component of fiscal stabilization, but many countries tend to suppress their impact in good times, leading to a significant buildup of public debt. Fiscal frameworks that promote fiscal stabilization through the cycle can foster more stable and higher growth while supporting debt sustainability. Countries seeking higher fiscal stabilization should avoid undermining automatic stabilizers with procyclical measures. Those seeking to enhance automatic stabilizers should do so without unduly increasing the size of the public sector or creating undesirable distortions (such as high marginal tax rates).


The Fiscal Consequences of Shrinking Populations

January 2015

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620 Reads

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53 Citations

IMF staff discussion note

This Staff Discussion Note looks at the stark fiscal challenges posed by the decline and aging of populations between now and 2100. It finds that without reforms, pensions and health spending would rise to 25 percent of GDP by end-century in more developed countries (and 16 percent of GDP in less developed countries), with potentially dire fiscal consequences. Given the uncertainty underlying the population projections and associated large fiscal risks, a multi-pronged approach will be required. This could include entitlement reform—starting now but at a gradual pace; policies that affect demographics and labor markets; and better tax systems and more efficient public expenditure.


Effects of Price Shocks to Consumer Demand. Estimating the QUAIDS Demand System on Czech Household Budget Survey Data

January 2014

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1,634 Reads

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33 Citations

Finance a Uver

The purpose of his paper is to describe consumer behavior in the Czech Republic by estimating a demand system in which demand depends on income and prices, but also on other factors such as age, size of the household, and position on the labor market. We combine Household Budget Survey data with information on prices from alternative sources between 2000 and 2008. The main focus of our analysis is to provide estimates of both own-and cross-price and income elasticities, which can be used among other things when analyzing the impact of exogenous price changes on consumer demand. Based on our estimates, the commodity bundles of food, energy, and health and bodycare are necessary goods, as their budget elasticity is positive and below one at the same time. Clothing and shoes, transportation and communication, and education and leisure are luxury goods, with income elasticity above one. The own-price elasticities are negative for all commodity groups, as expected. The cross elasticities seem to be smaller than the own elasticities.We found expenditure on energy and transportation and communication to be the most affected by changes in their own prices. We use our estimates to analyze the impact of regulated price changes on consumer demand and discuss the further potential use of our results.


Real Wage Flexibility in the European Union: New Evidence from the Labour Cost Data

January 2012

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487 Reads

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4 Citations

This paper presents evidence on the extent of real wage flexibility in 24 EU member countries based on the Eurostat labour cost data covering 2000Q1-2010Q2. The term 'wages' refers, for brevity, to total hourly labour costs and their two main components, namely wages and salaries per hour, and non-wage costs. Following the structural VAR approach, real wage flexibility is measured as the responsiveness of real wages to real (permanent) versus nominal (temporary) shocks. The data shows that the impact of the 2008/2009 crisis on real wage adjustment has not been uniform across the sample countries, with some evidence for an increase in real wage rigidity. A strong negative correlation is observed between our aggregate measure of wage flexibility and both the ESCB Wage Dynamics Network firm-level survey estimates of downward real wage rigidity and the International Wage Flexibility Project microeconomic estimates of downward real wage rigidity. Finally, we find that institutional features of labour markets could help explain the variation in the results across countries; for example, stricter employment protection legislation and stronger presence of unions go hand in hand with higher real wage rigidity.


Citations (21)


... A new mixed-frequency dynamic factor model with time-varying parameters and random fluctuations was also designed for macroeconomic nowcasting, and a fast estimation algorithm was developed [14] . Deep learning models also entered the field of GDP nowcasting, as in many previous reports [15][16][17] . In Syria, there are very few attempts to nowcasting GDP, among which we mention a recent report that uses the MIDAS Almon Polynomial Weighting model to nowcasting Syria's annual GDP based on the monthly inflation rate data [18] . ...

Reference:

Nowcasting GDP in Parsimony Data Environment Using Bayesian Mixed Frequency VAR (Empirical Evidence from Syria)
Nowcasting GDP - A Scalable Approach Using DFM, Machine Learning and Novel Data, Applied to European Economies
  • Citing Article
  • March 2022

IMF Working Paper

... While a 50% salary increase exerted the greatest influence on job choice, it is unlikely to be implemented in Malawi's context, where a large portion of the public sector health budget is spent on salaries and the allocation is unlikely to increase significantly [25]. Wages bills generally absorb a large proportion of total spending in LMICs, and therefore increases in compensation can have adverse consequences on the fiscal balance [26]. Malawi, as with many LMICs, pays health workers on the civil service scale, and salaries must be carefully managed across sectors to contain overall government spending [27]. ...

Fiscal Implications of Government Wage Bill Spending
  • Citing Article
  • January 2019

IMF Working Paper

... [2] This is a necessary adaptation of economies to the population crisis, which is related to the capacity of savings created during the active life of the inhabitants. As research by the International Monetary Fund shows [3], both private and public savings in advanced economies are expected to decline over the next 30 years due to higher pension spending. Therefore, if younger people are to receive pension benefits similar to those of today's retirees, with the projected increase in life expectancy, it will require them to save significantly more and to postpone their retirement by several years. ...

The Future of Saving: The Role of Pension System Design in an Aging World

IMF staff discussion note

... Overall, population aging requires multiple policy measures to mitigate its negative impact on public finances, including promoting labor supply and improving the efficiency of public spending. [7] Urban shrinkage leads to significant demographic changes, particularly characterized by population decline, which exerts profound effects on the fiscal revenue of local governments. In the context of Huaibei City, this decline has several critical implications. ...

The Fiscal Consequences of Shrinking and Ageing Populations

Ageing International

... At the same time, a number of post-Soviet countries, which are demographically "older" (Armenia, Georgia, Moldova and the Ukraine), periodically experience civil and even military conflicts, but their emergence is related to political, including foreign policy, and economic factors rather than to demographic change. Nevertheless, population ageing is often seen as a demographic process that poses a threat primarily to the development of society and its economic security (Aleshkovsky 2012;Bokov 2012Bokov , 2015Karmanov et al. 2015;Rybakovskiy 2003;Clements et al. 2015Clements et al. , 2016Leuprecht 2011). ...

Older and smaller

Finance & Development

... These changes in age structure are likely to present considerable economic challenges caused by a growing dependency ratio of older to working-age population and a shrinking labour force. 41,42 Unless governments identify unforeseen innovations or funding sources that address the challenges of population ageing, this demographic shift will put increasing pressure on national health insurance, social security programmes, and health-care infrastructure. These same programmes will receive less funding as working-age, tax-paying populations decline, further exacerbating the problem. ...

The Fiscal Consequences of Shrinking Populations

IMF staff discussion note

... These initiatives aim to reduce poverty, diminish inequality, and foster social inclusion for older individuals. 5,38 Long-term care policies, including health and life insurance packages, can be introduced with subsidized premiums for older individuals, alleviating the burden on both younger family members and older individuals responsible for self-care. ...

Fiscal implications of population ageing
  • Citing Article
  • January 2003

Finance a Uver

... They behave in a much more intuitive way, and also support our previous conclusions: the Central European set shows almost monotonically worsening CABs, were the series for Estonia show a cyclical pattern, with the most recent tendency being towards balance. 12 The estimations for the Czech Republic (CZ) were kindly provided by the CNB (Czech National Bank), and will be published soon in a CNB Working Paper: they were also estimated using the production function method, in the OECD and ECB variants (see Bezděk, Dybczak, and Krejdl, 2003). The estimations for Estonia (ES) were kindly provided by the Bank of Estonia: they use a production function method, and the two variants presented vary as to exclusion of agriculture and the government sector from the estimation of the output gap (ES1) and only agriculture (ES2). ...

Cyclically adjusted fiscal balance OECD and ESCB methods
  • Citing Article
  • January 2003

Finance a Uver

... Computable general equilibrium (CGE) models can serve as an alternative to GVAR. Examples of using these models to analyze the oil market are in McDonald et al. [23], Ghadimi et al. [12], Dybczak et al. [10]. CGE, in essence, is a direct analog of GVAR in the context of modeling world markets. ...

The Effect of Oil Price Shocks on the Czech Economy

... (3) reflect inflation rate [56][57], (4) avoid undue disparities in wages within the company or concerning the prevailing wages in the industry [32], [40], [56], [57] and (5) reflect the complexity of the project, project budget, project location, i.e., city, country, the distance between the construction site and the town center [58]. ...

Survey on Wage and Price Formation of Czech Firms