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Nowcasting East German GDP Growth: a MIDAS Approach

João Carlos Claudio, Katja Heinisch, Oliver Holtemöller
Empirical Economics, Nr. 1, 2020
Abstract
Economic forecasts are an important element of rational economic policy both on the federal and on the local or regional level. Solid budgetary plans for government expenditures and revenues rely on efficient macroeconomic projections. However, official data on quarterly regional GDP in Germany are not available, and hence, regional GDP forecasts do not play an important role in public budget planning. We provide a new quarterly time series for East German GDP and develop a forecasting approach for East German GDP that takes data availability in real time and regional economic indicators into account. Overall, we find that mixed-data sampling model forecasts for East German GDP in combination with model averaging outperform regional forecast models that only rely on aggregate national information.
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Nowcasting East German GDP Growth: a MIDAS Approach

João Carlos Claudio, Katja Heinisch, Oliver Holtemöller
IWH Discussion Papers, Nr. 24, 2019
publiziert in: Empirical Economics
Abstract
Economic forecasts are an important element of rational economic policy both on the federal and on the local or regional level. Solid budgetary plans for government expenditures and revenues rely on efficient macroeconomic projections. However, official data on quarterly regional GDP in Germany are not available, and hence, regional GDP forecasts do not play an important role in public budget planning. We provide a new quarterly time series for East German GDP and develop a forecasting approach for East German GDP that takes data availability in real time and regional economic indicators into account. Overall, we find that mixed-data sampling model forecasts for East German GDP in combination with model averaging outperform regional forecast models that only rely on aggregate national information.
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Trust in Banks

Zuzana Fungáčová, Iftekhar Hasan, Laurent Weill
Journal of Economic Behavior and Organization, 2019
Abstract
Trust in banks is considered essential for an effective financial system, yet little is known about what determines trust in banks. Only a handful of single-country studies discuss the topic, so this paper aims to fill the gap by providing a cross-country analysis on the level and determinants of trust in banks. Using World Values Survey data covering 52 countries during the period 2010–2014, we observe large cross-country differences in trust in banks and confirm the influence of several sociodemographic indicators. Our main findings include: women tend to trust banks more than men; trust in banks tends to increase with income, but decrease with age and education; and access to television enhances trust, while internet access erodes trust. Additionally, religious, political, and economic values affect trust in banks. Notably, religious individuals tend to put greater trust in banks, but differences are observed across denominations. The holding of pro-market economic views is also associated with greater trust in banks.
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For How Long Do IMF Forecasts of World Economic Growth Stay Up-to-date?

Katja Heinisch, Axel Lindner
Applied Economics Letters, Nr. 3, 2019
Abstract
This study analyses the performance of the International Monetary Fund (IMF) World Economic Outlook output forecasts for the world and for both the advanced economies and the emerging and developing economies. With a focus on the forecast for the current year and the next year, we examine the durability of IMF forecasts, looking at how much time has to pass so that IMF forecasts can be improved by using leading indicators with monthly updates. Using a real-time data set for GDP and for indicators, we find that some simple single-indicator forecasts on the basis of data that are available at higher frequency can significantly outperform the IMF forecasts as soon as the publication of the IMF’s Outlook is only a few months old. In particular, there is an obvious gain using leading indicators from January to March for the forecast of the current year.
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What Type of Finance Matters for Growth? Bayesian Model Averaging Evidence

Iftekhar Hasan, Roman Horvath, Jan Mares
World Bank Economic Review, Nr. 2, 2018
Abstract
We examine the effect of finance on long-term economic growth using Bayesian model averaging to address model uncertainty in cross-country growth regressions. The literature largely focuses on financial indicators that assess the financial depth of banks and stock markets. We examine these indicators jointly with newly developed indicators that assess the stability and efficiency of financial markets. Once we subject the finance-growth regressions to model uncertainty, our results suggest that commonly used indicators of financial development are not robustly related to long-term growth. However, the findings from our global sample indicate that one newly developed indicator—the efficiency of financial intermediaries—is robustly related to long-term growth.
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EFN Report Spring 2018: Economic Outlook for the Euro Area in 2018 and 2019

EFN Reports, Nr. 2, 2018
Abstract
• The world economy is booming. The global upswing is investment-driven, and since investment goods usually have a large import content, it is no surprise that world trade has been buoyant during winter. The very expansionary US fiscal policy (tax reform and lifting of spending caps) could give an additional shortterm stimulus for the world economy. • However, we forecast world trade to slow down during 2018. The US administration’s announcement of high tariffs on steel and aluminium comes close to triggering a spiral into a broader trade conflict. Moreover, the globalization of value chains has been slowing down since the financial crisis due to the industrial upgrading in China and in other emerging economies that has declined processing trade. In addition, some types of manufacturing jobs have returned to source countries (reshoring) in response to technology innovation and lower labour costs differentials. • The euro area is in the middle of a broad based cyclical upswing. Higher exports and improved expectations have induced firms to invest more into equipment, as capacity utilization has been above average for some time now and is still increasing, and financing costs are very low. However, recent soft indicators, but also industrial production have been surprisingly downbeat, and there was some turbulence in financial markets, which suggests some caution. • The ECB will probably stop its asset purchase program at the end of 2018, but only later in 2019 start raising interest rates. Fiscal policy in the euro area is slightly expansionary this year, and a notable fiscal stimulus in France and in Germany is to be expected for 2019. • Overall, we forecast euro area GDP to expand by 2.2% in 2018 and by 1.6% in 2019. Accelerating wage dynamics will, together with higher price setting powers of firms and the recent increase in oil prices, cause consumer price inflation rising to nearly to 2% in 2019. Uncertainty, is however substantial, as a slight slowdown cannot be ruled out, which would also impact inflation dynamics.
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Early-Stage Business Formation: An Analysis of Applications for Employer Identification Numbers

Kimberly Bayard, Emin Dinlersoz, Timothy Dunne, John Haltiwanger, Javier Miranda, John Stevens
NBER Working Paper, Nr. 24364, 2018
Abstract
This paper reports on the development and analysis of a newly constructed dataset on the early stages of business formation. The data are based on applications for Employer Identification Numbers (EINs) submitted in the United States, known as IRS Form SS-4 filings. The goal of the research is to develop high-frequency indicators of business formation at the national, state, and local levels. The analysis indicates that EIN applications provide forward-looking and very timely information on business formation. The signal of business formation provided by counts of applications is improved by using the characteristics of the applications to model the likelihood that applicants become employer businesses. The results also suggest that EIN applications are related to economic activity at the local level. For example, application activity is higher in counties that experienced higher employment growth since the end of the Great Recession, and application counts grew more rapidly in counties engaged in shale oil and gas extraction. Finally, the paper provides a description of new public-use dataset, the “Business Formation Statistics (BFS),” that contains new data series on business applications and formation. The initial release of the BFS shows that the number of business applications in the 3rd quarter of 2017 that have relatively high likelihood of becoming job creators is still far below pre-Great Recession levels. 
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EFN Report Summer 2017: Economic Outlook for the Euro Area in 2017 and 2018

EFN Reports, Nr. 3, 2017
Abstract
• Worldwide economic activity is vivid in summer 2017. Data on production for the first quarter of the year were only mixed: in the euro area quarterly growth was accelerating, but it went down in the US, Japan, and China. Other basic indicators, however, suggest that these economies continue expanding healthily. • Risks concerning the international economic policy framework remain, in particular since the economic agenda of the US government is still unclear, and no one knows whether the Brexit negotiations will lead the way to an orderly separation of Britain from the EU. • Production in the euro area has been expanding by more that 1 ½ % per year for almost three years now; since summer 2016, this expansion has even gained a bit of pace, mainly due to a expansion in France and, to a lesser extent, in Italy. • The ECB’s cautious hints at a coming normalization of monetary policy were enough to have a discernible effect on financial conditions at the end of June: yields for long term bonds rose, and the euro appreciated. That said, the common currency is still relatively cheap, and borrowing costs for non-financial firms and private households are still low. • Overall, we raise our GDP forecast for 2017 from 1.7% (spring report) to 2.1% and for 2018 to 1.8% (spring: 1.7%). We expect HICP inflation to remain well below the ECB target both in 2017 and 2018. • A major risk for the continuation of the current upswing in 2018 comes from the normalization of monetary policy: it is not clear by how much long term interests will rise and whether higher borrowing costs will jeopardize the confidence of financial markets in the solvency of some public debtors in the euro area.
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EFN Report Summer 2015: Economic Outlook for the Euro Area in 2015 and 2016

EFN Reports, Nr. 3, 2015
Abstract
External conditions for the euro area economy are still favourable, albeit somewhat less so than at the beginning of the year. Oil prices are by more than a third lower than they were on average in 2014, but about 10 USD higher than in January. Long term interest rates are still very low, but by half a percentage point higher than in January. Worldwide growth in production and trade has disappointed in the first quarter of 2015, and recent leading indicators point to no more than a slightly faster expansion of world production for the rest of the year. The risks of contagion from the Greek crisis to the partner countries appear limited, because financial exposure to the Greek banking sector has been very much reduced. The EU nowadays has instruments with considerable power to fight losses of confidence, and the other countries that received financial assistance in the euro crisis appear politically much more stable, and their economies (including that of Cyprus in the first quarter of this year) have started growing at quite satisfactory rates. According to our forecasts, the euro area GDP will grow by 1.6% in 2015 and by 2.1% in 2016, as negative factors slowly become less important. Both private consumption and investment will expand at a good pace, and the unemployment rate will diminish, but still remain above 10% by the end of 2016. The main risk is that the Greek crisis has a more negative effect on confidence than initially expected. Our inflation forecast for 2015 is 0.2%, with the possibility of a mild deflation not excluded. During the first quarter of 2015 rising oil prices were the main contributors to the ascending inflation expectations, while during the second quarter upward surprises over expected inflation have come from manufactured goods and services. For 2016, we expect that inflation will increase up to 1.2%, still below the 2% ECB’s target.
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EFN Report Summer 2014: Economic Outlook for the Euro Area in 2014 and 2015

, 2014
Abstract
World growth disappointed at the beginning of the year, when in the US extremely cold weather caused production to contract, the recovery in the euro area stumbled and the slowdown of the Chinese economy continued. At present, however, confidence indicators and order books point to a moderate pickup of growth in most regions. Prices on markets for energy, real and financial assets have reacted little to recent bad news about rising geopolitical risks in the Middle East and Eastern Europe up to now. A sudden increase of risk aversion or a change of believes among investors could trigger a swift deterioration of financial conditions for the world economy. In the euro area, strong stimuli from abroad are not to be expected and private households continue to keep their real spending about constant. Investment has been expanding since summer 2013, but at a very moderate rate. In this context, our forecast for GDP growth is 1.1% in 2014 and 1.6% in 2015. For 2014 and 2015, we do not see any significant reduction of the unemployment rate, because employment dynamics will stay weak due to subdued growth and the still rising participation rate in the euro area. Our inflation forecast for 2014 is 0.6%. In 2015 inflation will also remain subdued, at about 1.0%. In this context of very low price dynamics, monetary policy keeps the recovery alive: official interest rates around zero and the search for yields on financial markets have depressed yields for government bonds; the fall in financing costs allows euro area governments to conduct fiscal policies that are much less restrictive than in the years before, with tax cuts in Italy, France, and Spain starting this year. Nonfinancial firms benefit from a shrinking burden of interest payments, and the availability of bank loans for small and medium enterprises has improved since 2012 in most countries.
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