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Articles ( Showing 61-80 of 136 items)
Searched for: [ Keywords: "Machine learning models" ] clear all
Journal Article
Globalization and innovation: Evidence from Vietnamese small and medium sized enterprises
by Ba Hoang Nguyen , Ho Hoang Gia Bao , Hoang Phong Le , Tram B.T. Tran  and  Thanh An Vu
Abstract
The purpose of this research is to investigate how globalization affects innovation in Vietnam’s small and medium sized enterprises (SMEs). Utilizing Probit model and the data from Vietnam’s SMEs Survey during the period 2005-2015, the research examines the micro and macro effects of globalization on the innovation of these businesses. The main results show that at [...] Read more

Journal Article
Probability of Achieving NDC and Implications for Climate Policy: CO-STIRPAT Approach
by Ick Jin
Abstract
This paper presents an analytical framework to assess the probability of achieving nationally determined contributions (NDC). The prediction model based on the Kaya identity is used to simulate the pathway of carbon emission until the target year. Applying the modified STIRPAT framework (named CO-STIRPAT) to data observed in South Korea shows that the probability that the predi [...] Read more

Letter
Housing and monetary policy: Fresh evidence from China
by Yun Liu
Abstract
We empirically address the effects of monetary policy on the housing market in China using a novel Time-Varying Parameter VARX model. We show that an expansionary monetary has positive effects on the housing market, while during COVID-19, the effects are approaching to zero or even negative. In addition, the effects of the LPR policy are strong and even larger than that of COVI [...] Read more

Journal Article
The impact of digital economy development on local fiscal revenue efficiency
by Haixiang Xiao  and  Jiayi Liu
Abstract
The vigorous development of the digital economy has brought new opportunities and challenges to the construction of local fiscal revenue efficiency. Based on the panel data from 2011 to 2020, this paper uses the fixed effect model, instrumental variable method and other empirical studies to investigate the impact of the development of the digital economy on the efficiency of lo [...] Read more

Journal Article
How Does Digitization Affect Sports Industry Development and Public Health?
by Ume Lailag  and  Wenxin Chen
Abstract
Speeding up digital development and building "digital China" is an important strategic deployment of the "14th Five-Year Plan" and a concrete measure to promote the high-quality development of China's sports industry and national health. Based on provincial data in China from 2011 to 2019, an empirical model is used to analyze the relationship between digital construction, spor [...] Read more

Journal Article
Analysis of Stock Market Information Leakage by RDD
by Jianing Zhu  and  Cunyi Yang
Abstract
Information leakage in the stock market has been widely proven. Information disclosure is sometimes uneven, and there is significant information asymmetry between ordinary investors and professional institutional investors. In this paper, Regression Discontinuity design (RDD) model is first employed to analyze the information leakage issues. Based on the daily closing stock pri [...] Read more

Journal Article
Corporate social responsibility and the likelihood of external financing
by Shahbaz Sheikh
Abstract
This paper empirically investigates the relation between firm performance in corporate social responsibility (CSR) and the need and likelihood of external financing to test the predictions of agency and stakeholder theories. Empirical results from Logit, Linear Probability Model, OLS and Firm fixed effects regressions indicate that CSR is negatively related to the likelihood an [...] Read more

Journal Article
Funds Flows and Returns: The Case of the Australian Equity ETFs
by Gerasimos G. Rompotis
Abstract
The relation between fund flows and returns in the Australian ETF industry is assessed in this study. Daily data from 43 equity ETFs over the period 2019-2023 are used. The main research objective is to accentuate whether past returns can predict future fund flows and in what way and vice versa. According to the results of the applied regression analysis, past flows and past re [...] Read more

Journal Article
Student loan debt and U.S. married households’ stock investment decisions
by Thomas Korankye
Abstract
This study aims to examine the effects of student loan debt on the decisions of U.S. married households to invest in stocks located in non-retirement accounts. Using longitudinal datasets from the 2011 to 2017 U.S. Panel Study of Income Dynamics and a fixed effects logit model, the results show mixed findings. The presence of student debt decreases the probability that married [...] Read more

Journal Article
Spatial dynamic evolution of environmental infrastructure governance in China
by Ke Guo
Abstract
The implementation of environmental protection strategy necessarily requires mapping the amount of capital stock of environmental infrastructure. Through the Weibull distribution function and hyperbolic age-decreasing efficiency model, the provincial environmental infrastructure capital stock in China from 1980 to 2018 is measured cautiously, and its spatial dynamics with the g [...] Read more

Journal Article
In search of an optimal public policy in a pandemic: The question of lives versus livelihood
by Gopal K. Basak , Chandramauli Chakraborty  and  Pranab Kumar Das
Abstract
The paper addresses the alternative policy options available to address the question of lives versus livelihood in an SIRD model augmented with a macroeconomic structure. An important contribution of the paper lies in designing the policy of lockdown dependent on the extent of the constraint on the health facilities. The paper supplements the literature with a less stringent ve [...] Read more

Journal Article
A Study on the Performance of Japanese ETFs
by Gerasimos G. Rompotis
Abstract
The current study examines the performance of 76 Japanese equity Exchange Traded Funds (ETFs) over the period 1/1/2018-12/31/2022. Performance is estimated in several ways, that is, raw returns, alphas from single- and multi-factor regression models, and risk-adjusted returns. The market timing skills of ETF managers are examined too. The results reveal that, on average, the ex [...] Read more

Journal Article
The reasons that younger homeowners are less likely to become entrepreneurs: The role of capital constraints
by Mingzhi Hu  and  Xiaoshuang Li
Abstract
Considering that housing is the single biggest asset for most households, owning a home may create barriers to entrepreneurship for young people who generally accumulate relatively little wealth due to a short-term career and low income. Using longitudinal data from the China Family Panel Studies (CFPS) survey, our empirical work suggests that homeowners are associated with sig [...] Read more

Journal Article
Shred Central: Estimating the user benefits associated with large public skateparks
by Thomas Kemp
Abstract
Skateparks, often called 'wheel parks,' are becoming increasingly common within communities worldwide. Despite this growth in parks, estimates show that the development of parks needs to catch up to users. Using a count data travel cost model, we estimate the adult user benefits associated with the Lauridsen Skatepark in Des Moines, Iowa – the largest in the United States [...] Read more

Journal Article
Academic prestige and entrepreneurship: Differences and similarities in UK universities
by Ismael P. Soler  and  Pilar López-Delgado
Abstract
Understanding how academia and industry operate and relate to each other is core to improving the efficiency of the entrepreneurial ecosystem. Reason why, this paper focuses on whether university prestige has a homogeneous effect on university entrepreneurship. Specifically, whether the relationship between academic prestige and entrepreneurship varies according to the nature o [...] Read more

Journal Article
Game Analysis on the effect of consumer coupons and its impact on CPI
by Xiuhai Huang  and  Ping Yu
Abstract
According to economic theory and common sense, the issuance of consumption coupons on one hand stimulated the increasing of residents' consumption, but on the other pushed up the price level. In this paper, using the theory of mechanism design, the game model was built to analyze the relationship between the effect of consumer coupons during the epidemic and the number of merch [...] Read more

Journal Article
Investigating the Influence of Factors on Attitude Towards Organic Food
by Shen Li
Abstract
The purpose of the study is to determine the relationships between the factors, attitude towards food consumption and green purchase intention in organic food markets of Pakistan. A Total of 301 sample data was analyzed by SPSS and PLS-SEM. These statistical techniques were used to test the hypotheses. The study was supported the theories include theory of Reasoned Action, Plan [...] Read more

Journal Article
State intervention in land pricing and endogenous risk aversion
by Yong He
Abstract
This study explores the cause and effect of endogenous risk aversion in land pricing, where state intervention through taxation remains a general practice. Using a consumption-based asset pricing model incorporating taxation, it is shown that high taxation, due to the indexation effect, supporting land prices and reducing individuals' risk expectations, could lead to an endogen [...] Read more

Journal Article
How do R&D factors affect total factor productivity: based on stochastic frontier analysis method
by Shikuan Zhao , Wen Tian  and  Abd Alwahed Dagestani
Abstract
Based on provincial panel data from 1998-2018, this paper estimates research and development (R&D) factors, and a stochastic frontier analysis (SFA) model is constructed to examine the effects of R&D factors on regional total factor productivity (TFP). The results show that both R&D capital stock and R&D personnel can significantly promote regional TFP, but the [...] Read more

Letter
The Driving Force of CO2 Reduction in China’s Industries
by Lu Liu  and  Chengzhao You
Abstract
We employ the joint production decomposition model to conduct a full decomposition of CO2 emission among 36 industrial sectors in China from 1998 to 2011, under the framework of growth accounting. The results show that: (1) the average CO2 emission increases at an annual rate of 3.01%, and production technology progression is the main driving force, while the transformation tow [...] Read more