{"title":"Topic modeling of financial accounting research over 70 years","authors":"Mengxin Yang","doi":"10.1002/ise3.88","DOIUrl":"https://doi.org/10.1002/ise3.88","url":null,"abstract":"<p>I utilize latent Dirichlet allocation and dynamic topic model that are machine learning algorithms across a data set encompassing 25,990 financial accounting articles issued from 1956 to 2023 in 16 accounting journals, and impartially ascertain 20 research topics. The topics of mergers and acquisitions, disclosure and internal control, and political connection exhibited the most rapid expansion, whereas management control systems, earnings management, and valuation experienced the greatest contraction from 2014 to 2023. I also catalog the most referenced papers for each topic and highlight the most swiftly expanding and contracting topics within the realm of 21,620 SSRN working papers. Additionally, my analysis reveals a declining trend in the concentration of research interests within published articles over the preceding seven decades. This research on topic classification itself will aid accounting investigators in bypassing superfluous efforts and fostering increased interdisciplinary research.</p>","PeriodicalId":29662,"journal":{"name":"International Studies of Economics","volume":"19 4","pages":"617-643"},"PeriodicalIF":0.5,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ise3.88","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143187286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Do P2P borrowers improve the quality of information disclosure? An analysis with text mining on loan descriptions","authors":"Yuan Chen, Ji Feng, Xun Li, Shijie Yu","doi":"10.1002/ise3.91","DOIUrl":"https://doi.org/10.1002/ise3.91","url":null,"abstract":"<p>Most of peer-to-peer (P2P) online borrowers are small business managers. The learning behavior of borrowers in the P2P market is rarely studied. The aim of this paper is to identify the existence of borrowers' learning behavior in the P2P market using a large sample from renrendai.com, which is one of the largest P2P lending platforms in China. The loan description written by the borrower is an important way to disclose the borrower's information. We analyze changes in loan descriptions in multiple borrowings with text mining techniques and investigate whether a borrower has a learning behavior in writing loan descriptions. Empirical results show that after accumulating enough experience, borrowers can optimize the loan description to make it easier to obtain loans at lower interest rates.</p>","PeriodicalId":29662,"journal":{"name":"International Studies of Economics","volume":"20 1","pages":"23-42"},"PeriodicalIF":0.5,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ise3.91","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143536090","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Investigating the profit performance of quantitative timing trading strategies in the Shanghai copper futures market, 2020–2022","authors":"Hongyu Tian, Wei Wang, Mengxin Yang, Ali Yilmaz","doi":"10.1002/ise3.87","DOIUrl":"https://doi.org/10.1002/ise3.87","url":null,"abstract":"<p>In conducting an extensive examination, we scrutinize the efficacy of algorithmic trading strategies applied to Futures CopperMainContinuous in the Shanghai Futures Exchange, utilizing a comprehensive data set spanning from January 2020 to December 2022. To mitigate the potential risk of data-snooping bias—the probability that any favorable results may inadvertently arise from random events rather than the inherent value of the strategies employed to generate these results—our study prudently conducts a reality check and advanced assessments. Throughout the evaluated period, the benchmark demarcation between the in-sample and out-of-sample stages is established in February 2022. Regrettably, our meticulous exploration fails to identify any successful or advantageous algorithmic trading strategies within these categories, particularly following the systematic elimination of data snooping bias. These results underscore the intrinsic challenges in accurately identifying and implementing profit-generating algorithmic trading strategies within the volatile and intricate futures market.</p>","PeriodicalId":29662,"journal":{"name":"International Studies of Economics","volume":"19 4","pages":"589-616"},"PeriodicalIF":0.5,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ise3.87","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143187283","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Palm as Decentralized Identifiers: Mitigate scrounging of platform economy","authors":"Hanmo Wang, Shuqi Wang, Dong Zhang","doi":"10.1002/ise3.85","DOIUrl":"https://doi.org/10.1002/ise3.85","url":null,"abstract":"<p>This study investigates a novel challenge within the digital economy: scrounging, which entails the exploitation of false identities to capitalize on benefits offered by digital platforms, such as sales promotions and new user incentives. As a form of fraud, scrounging can substantially affect platform efficiency and has emerged as a critical issue in the contemporary digital economy and Web 3.0 sector. This underscores the necessity to model scrounging behavior and implement strategies to mitigate it. In this study, we develop a model that characterizes scrounging behavior in digital platform promotions and provides a theoretical explanation. We also introduce Palm as Decentralized Identifiers (DIDs), offering Proof-of-Human (PoH) to reduce fake identity prevalence. Unlike traditional blockchain technology, Palm as Decentralized Identifiers (DIDs) utilizes the Human Chain approach, ensuring equitable treatment of all users within the system. We demonstrate the effectiveness of our system in mitigating scrounging and explore its prospective applications in tackling real-world challenges in the digital and Web 3.0 economies.</p>","PeriodicalId":29662,"journal":{"name":"International Studies of Economics","volume":"19 4","pages":"508-531"},"PeriodicalIF":0.5,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ise3.85","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143187284","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Factor timing in the Chinese stock market","authors":"Yuxiao Wu","doi":"10.1002/ise3.86","DOIUrl":"https://doi.org/10.1002/ise3.86","url":null,"abstract":"<p>I conduct an exploratory study about the feasibility of factor timing in the Chinese stock market, covering 24 representative and well-identified risk factors in 10 categories from the literature. The long–short portfolio of short-term reversal exhibits strong out-of-sample predictability, which is robust across various models and all types of predictors. This predictability is significant both statistically and economically, with a simple investment strategy obtaining its return three times higher than the buy-and-hold return in the sample period and a significant annualized 20.4% CH-3 alpha. Portfolio historical volatility and market volatility measurement predictors play crucial roles in the reversal factor premium's robust predictability. However, such results are not evident in predicting all other factors' long–short portfolios as well as all factors' long-wing and short-wing portfolios, and this failure cannot be attributed to their exposure to unpredictable market returns.</p>","PeriodicalId":29662,"journal":{"name":"International Studies of Economics","volume":"19 4","pages":"532-577"},"PeriodicalIF":0.5,"publicationDate":"2024-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ise3.86","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143187285","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A fuzzy approach to economic freedom performance","authors":"Muhammed Benli, Ahmet Çağlar","doi":"10.1002/ise3.92","DOIUrl":"10.1002/ise3.92","url":null,"abstract":"<p>This study aims to determine the most important component of economic freedom and to rank the performance of countries using multiple criteria decision-making tools within the context of fuzzy set theory. To do so, we utilize a combination of fuzzy entropy weighting and fuzzy technique for order of preference by similarity to ideal solution (TOPSIS) methods to assess the economic freedom performance of 122 countries for the period 2000–2020. The findings suggest that the stability and reliability of a country's monetary system is the most crucial attribute for economic freedom performance. This implies that a stable and reliable monetary system is considered a fundamental aspect of economic freedom. Based on the TOPSIS analysis, the top 10 best-performing countries/regions in terms of economic freedom are Hong Kong, Singapore, Switzerland, New Zealand, the United States, the United Kingdom, Australia, Canada, Denmark, and Ireland. On the other hand, Venezuela, Myanmar, Congo Republic, Algeria, Syrian Arab Republic, Congo Democratic Republic, Zimbabwe, Central African Republic, Chad, and Iran are the worst-performing countries.</p>","PeriodicalId":29662,"journal":{"name":"International Studies of Economics","volume":"20 1","pages":"43-68"},"PeriodicalIF":0.5,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ise3.92","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141831461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Privatization of SOEs and its innovation performance: A reexamination","authors":"Peizhen Wu, Zhen Sun","doi":"10.1002/ise3.90","DOIUrl":"https://doi.org/10.1002/ise3.90","url":null,"abstract":"<p>The empirical literature comparing the innovation performance of state-owned enterprises (SOEs) and private firms in China often yields conflicting results. To shed new light on this debate, we construct an extensive dataset by linking the Annual Survey of Industrial Enterprises (ASIE) dataset with patent quality data. Our analysis focuses on the impact of privatization on the innovation performance of former SOEs. Our findings suggest that the privatization of SOEs generally results in a decrease in innovation performance. This adverse effect is particularly pronounced for firms situated in regions characterized by low levels of market development or those grappling with high financial constraints. This supports the hypothesis that SOEs can serve as a mechanism to address institutional deficiencies in China's context. Our study contributes to a deeper understanding of the relative innovation performance of SOEs and private enterprises and has significant policy implications for ongoing SOE reforms in China and other developing countries.</p>","PeriodicalId":29662,"journal":{"name":"International Studies of Economics","volume":"20 1","pages":"2-22"},"PeriodicalIF":0.5,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ise3.90","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143536068","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"How does factor market distortion affect green innovation? Evidence from China's sustainable development demonstration belt","authors":"Feifei Tan, Chenyu Sun","doi":"10.1002/ise3.89","DOIUrl":"https://doi.org/10.1002/ise3.89","url":null,"abstract":"<p>Green innovation meets the simultaneous demands of green and innovation-driven development models when it is deemed as a key to realizing a green economic transition. However, factor market distortion impedes China's green development through factor mobility and resource allocation. Under such circumstances, we detect whether and how factor market distortion affects green innovation from various perspectives in the case study of China's Sustainable Development Demonstration Belt. The findings demonstrate that the distortion has a pronounced inhibiting effect on the green innovation growth in the study area. For the eastern and more-developed cities, factor market distortion considerably inhibits green innovation improvement, while the impact is less pronounced in the western (or central) and less developed cities. Furthermore, the factor market distortion negatively affects green innovation through some effective paths, like energy efficiency and environmental regulation. From a spatial perspective, the green innovation's spillover effect could be reduced by both the distortions of the labor market and capital market. Thus, this study would provide strong theoretical support for enhancing the factor market system and improving the multiregional green innovation power in China, as well as scientific suggestions on transitioning to China's sustainable development.</p>","PeriodicalId":29662,"journal":{"name":"International Studies of Economics","volume":"19 3","pages":"353-373"},"PeriodicalIF":0.5,"publicationDate":"2024-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ise3.89","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142137862","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Effects of adult children's marriage on household stock market participation: An event-study difference-in-differences approach using Chinese micro data","authors":"Haopeng Sun","doi":"10.1002/ise3.84","DOIUrl":"10.1002/ise3.84","url":null,"abstract":"<p>This paper examines households' stock market participation responses to a critical life-cycle event, adult children's marriage. An event-study difference-in-differences approach is employed to facilitate identification, which compares changes in the stock market participation behaviors of households that experience children's marriage with households that experience it later as well as households that never experience it. Exploiting household-wide variations in exposure to children's marriage using the China Family Panel Studies data over the 2010–2020 period, this paper finds that 2 years after children's marriage, households significantly enhance their likelihood of participating in the stock market. Households' willingness to participate increases by 1.1 to 1.6 percentage points depending on specifications. This paper's finding supports time-varying risk aversion at the household level. Mechanism analysis indicates that children's marriage raises household risk preferences because it mitigates parental old-age support concerns and alleviates households' consumption commitment to housing and children.</p>","PeriodicalId":29662,"journal":{"name":"International Studies of Economics","volume":"19 3","pages":"448-468"},"PeriodicalIF":0.5,"publicationDate":"2024-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ise3.84","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141270903","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Environmental regulation and environmental performance of enterprises: Quasi-natural experiment of the new environmental protection law","authors":"Xiuying Chen, Huajie Liu, Sheng Liu","doi":"10.1002/ise3.77","DOIUrl":"10.1002/ise3.77","url":null,"abstract":"<p>Whether command-control environmental regulation can play a positive role in circumstances of imperfect market incentive-based environmental regulation remains rarely explored. Using the difference-in-difference model, we find that command-control environmental regulation can significantly improve the environmental performance of heavily polluting firms. This result still holds after a sequence of robustness tests. The analysis of the economic mechanism indicates that the new environmental protection law mainly contributes positively to the environmental performance of high-polluting firms by improving the quality of their environmental investments and pollution treatment disclosures, and by reducing the government subsidies they receive to improve the environmental performance of high-polluting firms. Meanwhile, the new environmental protection law has a more pronounced impact on heavily polluting enterprises in the eastern region, with imperfect internal control, stronger environmental regulations, more distant political connections, greater pressure on regional GDP growth and weaker industry competition. This paper confirms the effectiveness of the new environmental law in improving environmental performance of heavily polluting enterprises in pursuit of carbon peaking and carbon neutrality goals, and provides new evidence to test the weak Porter hypothesis in the context of transition economies.</p>","PeriodicalId":29662,"journal":{"name":"International Studies of Economics","volume":"19 3","pages":"406-430"},"PeriodicalIF":0.5,"publicationDate":"2024-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ise3.77","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140998576","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"经济学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}