Why are some Chinese Firms Failing in the US Capital Markets? A Machine Learning Approach
Gonul Colak, Mengchuan Fu, Iftekhar Hasan
Pacific-Basin Finance Journal,
June
2020
Abstract
We study the market performance of Chinese companies listed in the U.S. stock exchanges using machine learning methods. Predicting the market performance of U.S. listed Chinese firms is a challenging task due to the scarcity of data and the large set of unknown predictors involved in the process. We examine the market performance from three different angles: the underpricing (or short-term market phenomena), the post-issuance stock underperformance (or long-term market phenomena), and the regulatory delistings (IPO failure risk). Using machine learning techniques that can better handle various data problems, we improve on the predictive power of traditional estimations, such as OLS and logit. Our predictive model highlights some novel findings: failed Chinese companies have chosen unreliable U.S. intermediaries when going public, and they tend to suffer from more severe owners-related agency problems.
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Banking Deregulation and Consumption of Home Durables
H. Evren Damar, Ian Lange, Caitlin McKennie, Mirko Moro
IWH Discussion Papers,
Nr. 4,
2022
Abstract
We exploit the spatial and temporal variation of the staggered introduction of interstate banking deregulation across the U.S. to study the relationship between credit constraints and consumption of durables. Using the American Housing Survey from 1981 to 1989, we link the timing of these reforms with evidence of a credit expansion and household responses on many margins. We find evidence that low-income households are more likely to purchase new appliances after the deregulation. These durable goods allowed households to consume less natural gas and spend less time in domestic activities after the reforms.
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The Evolution of Monetary Policy in Latin American Economies: Responsiveness to Inflation under Different Degrees of Credibility
Stefan Gießler
IWH Discussion Papers,
Nr. 9,
2020
Abstract
This paper investigates the forward-lookingness of monetary policy related to stabilising inflation over time under different degrees of central bank credibility in the four largest Latin American economies, which experienced a different transition path to the full-fledged inflation targeting regime. The analysis is based on an interest rate-based hybrid monetary policy rule with time-varying coefficients, which captures possible shifts from a backward-looking to a forward-looking monetary policy rule related to inflation stabilisation. The main results show that monetary policy is fully forward-looking and exclusively reacts to expected inflation under nearly perfect central bank credibility. Under a partially credible central bank, monetary policy is both backward-looking and forward-looking in terms of stabilising inflation. Moreover, monetary authorities put increasingly more priority on stabilising expected inflation relative to actual inflation if central bank credibility tends to improve over time.
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Protecting Our People and Economy in the Long Term
Kai Konrad, Mareike Kunter, Lena Tonzer
Covid-19 Lessons Learned - Preparing for Future Pandemics. Spanish National Research Council,
2021
Abstract
While taking measures to prevent the infection was an acute necessity, the impact on other areas of life should always be considered, both, in the short- and long term. The pandemic and the mitigation measures have directly or indirectly affected people’s well-being, their general health, education or the economy. In order to learn for the future, it is of utmost importance to monitor and understand these side effects, in particular regarding long-term developments.
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Benchmarking New Zealand's Frontier Firms
Guanyu Zheng, Hoang Minh Duy, Gail Pacheco
IWH-CompNet Discussion Papers,
Nr. 1,
2021
Abstract
New Zealand has experienced poor productivity performance over the last two decades. Factors often cited as reasons behind this are the small size of the domestic market and distance to international partners and markets. While the distance reason is one that is fairly insurmountable, there are a number of other small advanced economies that also face similar domestic market constraints. This study compares the relative performance of New Zealand’s firms to those economies using novel cross-country microdata from CompNet. We present stylised facts for New Zealand relative to the economies of Belgium, Denmark, Finland, Netherlands and Sweden based on average productivity levels, as well as benchmarking laggard, median and frontier firms. This research also employs an analytical framework of technology diffusion to evaluate the extent of productivity convergence, and the impact of the productivity frontier on non-frontier firm performance. Additionally, both labour and capital resource allocation are compared between New Zealand and the other small advanced economies. Results show that New Zealand’s firms have comparatively low productivity levels and that its frontier firms are not benefiting from the diffusion of best technologies outside the nation. Furthermore, there is evidence of labour misallocation in New Zealand based on less labour-productive firms having disproportionally larger employment shares than their more productive counterparts. Counter-factual analysis illustrates that improving both technology diffusion from abroad toward New Zealand’s frontier firms, and labour allocation across firms within New Zealand will see sizable productivity gains in New Zealand.
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Globalisation in Europe: Consequences for the Business Environment and Future Patterns in Light of Covid-19
Sergio Inferrera
IWH-CompNet Discussion Papers,
Nr. 2,
2021
Abstract
In this paper, I study the consequences of globalisation, as measured by the involvement of firms in GVC, on the business environment. In particular, I focus on concentration and productivity, firstly by estimating robust elasticities and then isolating the exogenous component of the variation in the participation in GVC. To this aim, I exploit the distance between industries in terms of upstreamness and downstreamness along the supply chain. The evidences suggest that involvement in international supply chains is positively related to concentration at the sector level and positively associated with aggregate productivity, an effect that is driven by the firms at the top of the productivity distribution. Finally, I relate these findings to the current pandemic, going beyond the lack of official statistics and estimating GVC participation for 2020 at the country-level through real time world-seaborne trade data, providing evidences on the re-absorption of the Covid shock in several European economies.
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Stress-ridden Finance and Growth Losses: Does Financial Development Break the Link?
Serafín Martínez-Jaramillo, Ricardo Montañez-Enríquez, Matias Ossandon Busch, Manuel Ramos-Francia, Anahí Rodríguez-Martínez, José Manuel Sánchez-Martínez
IWH Discussion Papers,
Nr. 3,
2022
Abstract
Does financial development shield countries from the pass-through of financial shocks to real outcomes? We evaluate this question by characterising the probability density of expected GDP growth conditional on financial stability indicators in a panel of 28 countries. Our robust results unveil a non-linear nexus between financial stability and expected GDP growth, depending on countries’ degree of financial development. While both domestic and global financial factors affect expected growth, the effect of global factors is moderated by financial development. This result highlights a previously unexplored channel trough which financial development can break the link between financial (in)stability and GDP growth.
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Neue Basel-Regeln: Mehr Stabilität, weniger Kredite?
Reint E. Gropp
Wirtschaft im Wandel,
Nr. 4,
2021
Abstract
Ein Kernpunkt des geplanten Basel-III-Regelwerks sind die gestiegenen Eigenkapitalanforderungen. Umsetzungsprobleme könnten die gewünschten Effekte der Reformen jedoch konterkarieren. Zum einen könnten Banken ihre Eigenkapitalquote erhöhen, indem sie weniger Kredite an risikoreiche Kreditnehmer vergeben, statt ihr Eigenkapital
aufzustocken. Hiervon wären vor allem mittelständische Unternehmen ohne Kreditrating betroffen. Zum anderen lassen auch die neuen, strengeren Regeln den nationalen Bankenaufsehern Bewertungsspielräume, die von den Banken – politisch geduldet – zu einer Inflationierung ihres Eigenkapitals genutzt werden könnten.
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Die Deutsche Wirtschaft in der Pandemie
Eva Dettmann, André Diegmann, Ute Leber, Matthias Mertens, Steffen Müller, Verena Plümpe, Barbara Schwengler
IAB-Forschungsbericht,
2021
Abstract
Der Ausbruch der Corona-Pandemie zu Beginn des Jahres 2020 beendete die längste Wachstumsphase der Wirtschaft im wiedervereinten Deutschland. Schon die erste Welle der Corona-Krise bedeutet einen großen Einschnitt in die Geschäftstätigkeit vieler Betriebe in Deutschland, etwa zwei Drittel aller Betriebe in West- und Ostdeutschland sind zum Befragungszeitpunkt, d.h. zwischen Juni und Oktober 2020, von negativen Auswirkungen der Pandemie oder den Maßnahmen zu ihrer Eindämmung betroffen. Den Rückgang der Nachfrage bezeichnen 85 Prozent und damit mit Abstand die meisten Betriebe in Deutschland als problematisch. Behördlich angeordnete Schließungen wirkten sich auf die Geschäftstätigkeit etwa eines Drittels der Betriebe negativ aus. Vor allem betroffene kleine (neun Prozent) und Kleinstbetriebe (zwölf Prozent) sehen sich in ihrer Existenz bedroht.
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Aktuelle Trends: Weniger Gewerbeabmeldungen seit Beginn der Pandemie
Steffen Müller
Wirtschaft im Wandel,
Nr. 4,
2021
Abstract
Insolvente Unternehmen sind zahlungsunfähig oder überschuldet und werden in den allermeisten Fällen geschlossen. Dagegen wird ein Gewerbe nicht nur bei der Insolvenz eines Betriebes abgemeldet, sondern z. B. auch, wenn ein Weiterbetrieb nicht lohnend erscheint. Somit sollte sich die gegenwärtige Corona-Krise auch in einer höheren Zahl an Gewerbeabmeldungen spiegeln.
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