Evolvement of China-related Topics in Academic Accounting Research: Machine Learning Evidence
June Cao, Zhanzhong Gu, Iftekhar Hasan
China Accounting and Finance Review,
No. 4,
2020
Abstract
This study employs an unsupervised machine learning approach to explore the evolution of accounting research. We are particularly interested in exploring why international researchers and audiences are interested in China-related issues; what kinds of research topics related to China are mainly investigated in globally recognised journals; and what patterns and emerging topics can be explored by comprehensively analysing a big sample. Using a training sample of 23,220 articles from 46 accounting journals over the period 1980 to 2018, we first identify the optimal number of accounting research topics; the dynamic patterns of these accounting research topics are explored on the basis of 46 accounting journals to show changes in the focus of accounting research. Further, we collect articles related to Chinese accounting research from 18 accounting journals, eight finance journals, and eight management journals over the period 1980 to 2018. We objectively identify China-related accounting research topics and map them to the stages of China’s economic development. We attempt to identify the China-related issues global researchers are interested in and whether accounting research reflects the economic context. We use HistCite TM to generate a citation map along a timeline to illustrate the connections between topics. The citation clusters demonstrate “tribalism” phenomena in accounting research. The topics related to Chinese accounting research conducted by international accounting researchers reveal that accounting changes mirror economic reforms. Our findings indicate that accounting research is embedded in the economic context.
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Transactional and Relational Approaches to Political Connections and the Cost of Debt
Taufiq Arifin, Iftekhar Hasan, Rezaul Kabir
Journal of Corporate Finance,
December
2020
Abstract
This paper examines the economic effects of a firm's approach to developing and maintaining political connections. Specifically, we investigate whether lenders favor transactional connection as opposed to relational connection. By tracing firms in a politically volatile emerging democracy in Indonesia, we find that firms following a transactional political connection strategy experience a relatively lower cost of debt than those with a relational strategy. The effect is more pronounced for firms facing high financial distress. The finding is robust to cost of bank loans and a variety of regression methods. Overall, the evidence suggests that in times of frequently changing political regimes, firms benefit from a transactional relationship with politicians as it enables to update connection with the government in power. Relational connection is valuable for a firm only when the political regime connected with it gains power.
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14.12.2020 • 25/2020
Deutsche Lebensversicherer investieren nicht ausreichend in Start-ups
Die deutschen Lebensversicherer legen ihr Kapital bislang zu wenig in Aktien an und hemmen so die wirtschaftliche Dynamik. Eine Studie des Leibniz-Instituts für Wirtschaftsforschung Halle (IWH) legt nahe, dass der Gründerszene Risikokapital fehlt, um erfolgreiche Start-ups zu finanzieren. Grund dafür ist das Anlageverhalten potenzieller Investoren. IWH-Präsident Reint Gropp fordert Reformen, die die Finanzierung innovativer Ideen fördern.
Reint E. Gropp
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Why Life Insurers are Key to Economic Dynamism in Germany
Reint E. Gropp, William McShane
IWH Online,
No. 6,
2020
Abstract
Young entrepreneurial firms are of critical importance for innovation. But to bring their new ideas to the market, these startups depend on investors who understand and are willing to accept the risk associated with a new firm. Perhaps the key reason as to why the US has succeeded in producing nearly all the most successful new firms of the 21st century is the economy’s ability to supply vast sums of capital to promising startups. The volume of venture capital (VC) invested in the US is more than 60 times that of Germany. In this policy note, we argue that differences in the regulatory and structural context of institutional investors, in particular life insurance companies, is a central driver of the relative lack of VC - and thereby successful startups - in Germany.
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03.12.2020 • 24/2020
IWH Bankruptcy Update: Fewer Large Companies Declare Bankruptcy
Following a spike in bankruptcy of large companies, statistics on impacted employees are declining again. The total number of bankruptcies also remains at a low level. Published by the Halle Institute for Economic Research (IWH), the IWH Bankruptcy Update provides monthly statistics on corporate bankruptcies in Germany.
Steffen Müller
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14.10.2020 • 22/2020
Economic slump in East Germany not as severe as in Germany as a whole ‒ Implications of the Joint Economic Forecast and new data for East Germany
The German economy started recovering quickly after the drastic pandemic-related slump in spring 2020. The recovery, however, loses much of its momentum in the second half of the year. The Joint Economic Forecast predicts that production levels seen before the crisis will not be reached again until the second half of 2021. In principle, the East German economy is following this pattern, although the economic slump is likely to be somewhat milder.
Oliver Holtemöller
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06.10.2020 • 19/2020
IWH Bankruptcy Update: Bankruptcies Stabilise at a Low Level; Number of Affected Jobs Remains High
The number of companies declaring bankruptcy in Germany was very low in September, and no significant increase is expected in the coming months. By contrast, the number of jobs impacted by corporate bankruptcies remained elevated in September; monthly layoff figures have increased significantly since the beginning of the year. These are the key findings of the IWH Bankruptcy Update, a monthly monitor of insolvency statistics published by the Halle Institute for Economic Research (IWH).
Steffen Müller
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16.09.2020 • 18/2020
Economy recovers from the shutdown – but a quick return to pre-crisis normality is unlikely
The German economy has bounced back strongly over the summer, recovering a considerable part of the production slump caused by the shutdown in spring. Nevertheless, real gross domestic product in 2020 is likely to contract by 5.7%. In 2021, growth is expected to average 3.2% according to IWH autumn economic forecast. The decline in production in 2020 is likely to be less pronounced in East Germany com¬pared to Germany as a whole.
Oliver Holtemöller
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The Economic Record of the Government and Sovereign Bond and Stock Returns Around National Elections
Stefan Eichler, Timo Plaga
Journal of Banking and Finance,
September
2020
Abstract
This paper investigates the role of the fiscal and economic record of the incumbent government in shaping the price response of sovereign bonds and stocks to the election outcome in emerging markets and developed countries. For sovereign bonds in emerging markets, we find robust evidence for higher cumulative abnormal returns (CARs) if a government associated with a relatively low primary fiscal balance is voted out of office compared to elections where the fiscal balance was relatively high. This effect of the incumbent government's fiscal record is significantly more pronounced in the presence of high sovereign default risk and strong political veto players, whereas the quality of institutions does not explain differences in effects for different events. We do not find robust effects of the government's fiscal record for developed countries and stocks.
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07.09.2020 • 17/2020
IWH Bankruptcy Update: Bankruptcies Hit New Low; New Outlook Feature
The number of companies reporting bankruptcy in Germany sank to a new low in August. Associated job losses also declined noticeably, following marked increases in prior months. Published by the Halle Institute for Economic Research, the IWH Bankruptcy Update provides monthly statistics on corporate bankruptcies in Germany. Starting this month, the update will also feature a two-month outlook.
Steffen Müller
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