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Goods and Service Tax and its implications on revenue efficiency of sub-national governments in India: an empirical analysis 商品和服务税及其对印度地方政府收入效率的影响:一个实证分析
IF 0.8 Q4 BUSINESS Pub Date : 2023-06-22 DOI: 10.1108/ajb-09-2022-0144
Shubham Garg, P. Priyanka, K. Narwal, Sanjeevani Kumar
PurposeThe purpose of the current study is to examine the implications of the implementation of Goods and Service Tax (GST) on the revenue efficiency of the sub-national governments in India. Furthermore, the study aims to compare the revenue efficiency of the Indian states for the pre-GST and post-GST periods in India.Design/methodology/approachThe study has used the annual revenue of value-added tax (VAT)/GST of the Indian states for the period ranging from 2012–2013 to 2020–2021 for the pre- and post-GST periods. The empirical results are based on the panel regression model for examining the implications of GST adoption on the Indian states.FindingsThe analysis shows that the implementation of GST in India has negatively impacted the revenue efficiency of the Indian states. Moreover, the results affirm that the contribution of the service sector to the state's Net State Domestic Product (NSDP), credit-deposit ratio (CDR) and outstanding net bank credit (ONBC) ratio of schedule commercial banks (SCBs) positively and states' dependency on central transfers (DCT) negatively impact the tax revenue efforts of the state governments. Furthermore, the GST adoption has a greater impact on the revenue efficiency of the minor states in comparison to major states which may widen the inter-state disparity gap as GST revenue constitutes a major share in the Own Tax Revenue (OTR) of the Indian states in aggregate.Practical implicationsThe current study will act as a guide for government, policymakers and for the sitting of the fifteenth finance commission in India for future policy formulation on GST and compensation to the Indian states. Similarly, this study can be used as a base for conducting future studies on the implications of GST at the national, sub-national, and international levels.Originality/valuePrevious studies on the implications of GST are theoretical and conceptual. There is hardly any study at the national or sub-national level that has focused on the implications of GST on the revenue efficiency of the Indian states.
本研究的目的是研究实施商品和服务税(GST)对印度地方政府收入效率的影响。此外,该研究旨在比较印度各邦在商品及服务税实施前和实施后的收入效率。该研究使用了印度各邦2012-2013年至2020-2021年期间增值税/商品及服务税(GST)的年收入,用于商品及服务税之前和之后的时期。实证结果基于面板回归模型,用于检查商品及服务税采用对印度各州的影响。研究结果分析表明,印度实施商品及服务税对印度各州的收入效率产生了负面影响。此外,研究结果证实,服务业对该州净国内生产总值(NSDP)、信贷存款比率(CDR)和未偿还净银行信贷(ONBC)比率的贡献是积极的,而各州对中央转移支付的依赖(DCT)则对州政府的税收努力产生消极影响。此外,与主要邦相比,商品及服务税的采用对小邦的收入效率有更大的影响,这可能会扩大邦间的差距,因为商品及服务税收入在印度各州的总体税收收入(OTR)中占很大比例。当前的研究将为政府、政策制定者和印度第十五届财政委员会的会议提供指导,以制定未来的商品及服务税和对印度各州的补偿政策。同样,本研究可以作为未来在国家、次国家和国际层面上进行商品及服务税影响研究的基础。原创性/价值以往对消费税影响的研究是理论性的和概念性的。在国家或地方层面,几乎没有任何研究关注商品及服务税对印度各邦收入效率的影响。
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引用次数: 0
Global brands or local heroes? A comparative study of Egyptian consumer perceptions and behaviors in the fashion and apparel industry 全球品牌还是本土英雄?埃及消费者的观念和行为在时尚和服装行业的比较研究
IF 0.8 Q4 BUSINESS Pub Date : 2023-06-20 DOI: 10.1108/ajb-09-2022-0161
Iman Boseila, A. Mahrous, E. Abouaish
PurposeThe paper examined the impact of brand-identity expressiveness and perceived brand value that was neglected in prior literature, in addition to perceived brand quality and prestige, on behavioral intention. Research also tests if certain consumer values moderate this relationship.Design/methodology/approachMall-interception technique was used. Also, partial least square-structural equation modelling (PLS-SEM) was used to analyze data and test research hypotheses.FindingsResults indicate that perceived brand globalness (PBG) and perceived brand localness (PBL) are significantly positively associated with perceived quality and prestige. Besides, the inclusion of brand-identity expressiveness and perceived brand value was supported. PBL showed a greater association with brand identity expressiveness compared to PBG, different from previous findings. Furthermore, the total indirect effect of PBG on behavioral intentions was significant through the routes of perceived quality and prestige, compared to a weak and non-significant effect for PBL through the quality route.Originality/valueThis study proposes a comprehensive model testing additional pathways through which global and local brands can boost their preferences.
目的本研究旨在探讨以往文献忽略的品牌认同表达和感知品牌价值,以及感知品牌质量和声誉对行为意向的影响。研究还测试了某些消费者价值观是否会调节这种关系。设计/方法/方法使用了马尔拦截技术。采用偏最小二乘结构方程模型(PLS-SEM)对数据进行分析,并对研究假设进行检验。研究结果表明,感知品牌全球性(PBG)和感知品牌局部性(PBL)与感知质量和声誉显著正相关。此外,品牌认同表达性和感知品牌价值的纳入也得到支持。与以往的研究结果不同,PBL与品牌认同表达的关联更大。此外,通过感知质量和声誉途径,PBG对行为意图的间接影响显著,而通过质量途径,PBG对行为意图的间接影响微弱且不显著。原创性/价值本研究提出了一个全面的模型,测试全球和本地品牌提高消费者偏好的其他途径。
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引用次数: 0
Exploring factors influencing the adoption of mobile healthcare technologies: perspectives from designers, consultants and users’ preferences 探索影响移动医疗技术采用的因素:来自设计师、顾问和用户偏好的观点
IF 0.8 Q4 BUSINESS Pub Date : 2023-06-12 DOI: 10.1108/ajb-11-2022-0194
Sepehr Namirad, Mehdi Deiranlou, S. Sajadi
PurposeToday, the use of smart technologies in healthcare systems is experiencing exponential growth, and the future of healthcare is seemingly closely intertwined with such technologies. Thus, any exploration of the factors that influence human health and healthcare systems inevitably touches upon the subject of new technologies. This study aims to design a conceptual model to investigate the elements that affect individuals' openness to accepting and using mobile healthcare applications (mHealth apps) and their reciprocal effects.Design/methodology/approachAfter a brief review of the literature, the authors identify the influential factors in the acceptance of smart technologies in healthcare systems and present a conceptual model in this regard. Next, the authors analyze the factors and variables and the extent of their impact by a structural equation modeling (SEM) approach. The statistical population of this study consists of 421 individuals including the developers, consultants and users (i.e. patients) of mHealth apps. Data analysis was done on the statistical software SPSS v.26, while SEM was carried out using the partial least squares (PLS) method on the modeling software SmartPLS.FindingsThe results indicate that user, consultant and developer preferences have a positive and significant impact on time, quality of life, managing chronic conditions and cooperation, and these constructs (system performance) finally have a positive and significant impact on the acceptance of mobile healthcare technologies.Originality/valueThis paper shows that mHealth apps can have a remarkable role in the prevention and treatment of medical conditions, and it is strongly recommended that this technology be utilized in the studied region.
如今,智能技术在医疗保健系统中的应用正在经历指数级增长,医疗保健的未来似乎与这些技术密切相关。因此,任何对影响人类健康和医疗保健系统的因素的探索都不可避免地涉及到新技术的主题。本研究旨在设计一个概念模型,以调查影响个人接受和使用移动医疗应用程序(移动医疗应用程序)的开放程度及其相互影响的因素。设计/方法/方法在对文献进行简要回顾后,作者确定了在医疗保健系统中接受智能技术的影响因素,并在这方面提出了一个概念模型。接下来,作者通过结构方程建模(SEM)方法分析了因素和变量及其影响程度。本研究的统计人群由421个人组成,包括移动健康应用程序的开发人员,顾问和用户(即患者)。在统计软件SPSS v.26上进行数据分析,在建模软件SmartPLS上使用偏最小二乘(PLS)方法进行扫描电镜分析。结果表明,用户偏好、咨询师偏好和开发人员偏好对时间、生活质量、慢性病管理和合作有积极显著的影响,这些结构(系统性能)最终对移动医疗技术的接受度有积极显著的影响。原创性/价值这篇论文表明,移动健康应用程序可以有一个显着的作用,在预防和治疗医疗条件,并强烈建议在研究地区利用这一技术。
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引用次数: 0
Which sustainable growth rate is best at forecasting actual growth? 哪种可持续增长率最能预测实际增长率?
IF 0.8 Q4 BUSINESS Pub Date : 2023-06-07 DOI: 10.1108/ajb-12-2022-0196
G. Moore, M. Simpson
PurposeUsing various proxies for the firms' return on equity (ROE) and retention ratios (b) the authors calculate 36 sustainable growth rates, on a rolling basis, for a comprehensive set of firms over a 52-year period. The authors then assess the ability of these different sustainable growth rates to predict the actual, out-of-sample, five-year growth rates of the firms' earnings.Design/methodology/approachThe authors compare the forecast to determine which method of estimating ROE and b produce the lowest mean-squared-errors and then determine the estimation method that works best for firms with different characteristics and for firms in different industries.FindingsOverall, using the median ROE of all firms in the market and the 5-year average of the specific firm's retention ratio produces the lowest, statistically significant, forecast errors. Variations are documented based on firm characteristics, including dividend payout, level of ROE and industry.Practical implicationsThe findings can guide practitioners in using the best earnings forecasting method.Originality/valueFinancial textbooks seem universally to suggest that one method of estimating the growth rate of a firm's earnings is to calculate the “sustainable growth rate” by multiplying the firm's ROE by the firm's b. At the same time, multiple methods of proxying for both ROE and b have been suggested; therefore, it is an interesting and useful empirical question, which, heretofore, has not been addressed in the literature, as to which estimation of the sustainable growth rate best approximates the actual future growth of the firm's earnings. The findings can guide practitioners in using the best earnings forecasting method.
目的:利用公司净资产收益率(ROE)和留存率(b)的各种代理,作者在滚动基础上计算了一组公司在52年期间的36个可持续增长率。然后,作者评估了这些不同的可持续增长率的能力,以预测公司收益的实际、样本外的5年增长率。设计/方法/方法作者比较预测,以确定哪种估计ROE和b的方法产生最小的均方误差,然后确定对具有不同特征的公司和不同行业的公司最有效的估计方法。总体而言,使用市场上所有公司的净资产收益率中位数和特定公司留存率的5年平均值会产生最低的、统计上显著的预测误差。根据公司特征,包括股息支付,ROE水平和行业,记录了变化。实践意义研究结果可以指导从业者使用最佳盈余预测方法。原创/价值金融教科书似乎普遍认为,估计公司收益增长率的一种方法是通过将公司的ROE乘以公司的b来计算“可持续增长率”。同时,已经提出了多种代理ROE和b的方法;因此,这是一个有趣而有用的实证问题,到目前为止,在文献中还没有解决,即哪种可持续增长率的估计最接近公司收益的实际未来增长。研究结果可以指导从业者使用最佳的盈余预测方法。
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引用次数: 0
Application of ethical AI requirements to an AI solution use-case in healthcare domain 将道德人工智能需求应用于医疗保健领域的人工智能解决方案用例
Q4 BUSINESS Pub Date : 2023-06-07 DOI: 10.1108/ajb-12-2022-0201
Zohreh Pourzolfaghar, Marco Alfano, Markus Helfert
Purpose This paper aims to describe the results of applying ethical AI requirements to a healthcare use case. The purpose of this study is to investigate the effectiveness of using open educational resources for Trustworthy AI to provide recommendations to an AI solution within the healthcare domain. Design/methodology/approach This study utilizes the Hackathon method as its research methodology. Hackathons are short events where participants share a common goal. The purpose of this to determine the efficacy of the educational resources provided to the students. To achieve this objective, eight teams of students and faculty members participated in the Hackathon. The teams made suggestions for healthcare use case based on the knowledge acquired from educational resources. A research team based at the university hosting the Hackathon devised the use case. The healthcare research team participated in the Hackathon by presenting the use case and subsequently analysing and evaluating the utility of the outcomes. Findings The Hackathon produced a framework of proposed recommendations for the introduced healthcare use case, in accordance with the EU's requirements for Trustworthy AI. Research limitations/implications The educational resources have been applied to one use-case. Originality/value This is the first time that open educational resources for Trustworthy AI have been utilized in higher education, making this a novel study. The university hosting the Hackathon has been the coordinator for the Trustworthy AI Hackathon (as partner to Trustworthy AI project).
本文旨在描述将道德人工智能需求应用于医疗保健用例的结果。本研究的目的是调查使用开放教育资源的有效性,为值得信赖的人工智能提供医疗保健领域内的人工智能解决方案建议。设计/方法/方法本研究采用黑客马拉松方法作为研究方法。黑客马拉松是一种短期活动,参与者有一个共同的目标。这样做的目的是为了确定提供给学生的教育资源的有效性。为了实现这一目标,八组学生和教师参加了黑客马拉松。团队根据从教育资源中获得的知识为医疗保健用例提出建议。主办黑客马拉松的大学的一个研究小组设计了这个用例。医疗保健研究团队通过展示用例并随后分析和评估结果的效用,参与了黑客马拉松。根据欧盟对值得信赖的人工智能的要求,黑客马拉松为引入的医疗保健用例提出了一个建议框架。研究限制/启示教育资源已应用于一个用例。这是值得信赖的人工智能的开放教育资源第一次被运用到高等教育中,这是一项新颖的研究。主办黑客马拉松的大学一直是值得信赖的人工智能黑客马拉松的协调员(作为值得信赖的人工智能项目的合作伙伴)。
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引用次数: 0
A bibliometric analysis of digital financial literacy 数字金融素养的文献计量分析
IF 0.8 Q4 BUSINESS Pub Date : 2023-05-31 DOI: 10.1108/ajb-11-2022-0186
Mansi Yadav, P. Banerji
PurposeThere has been a great deal of exploratory, conceptual and empirical research on digital financial literacy (DFL) in the fields of finance, economics, business and management. But up until now, there has not been any attempt to provide a thorough scientific mapping of the area. Therefore, by combining various knowledge systems, this study seeks to identify the current research trend.Design/methodology/approachA sample of 158 papers was subjected to bibliometric analysis in the areas of DFL or digital finance. Assembling, organising and evaluating are the three phases that make up the bibliometric analysis process derived from the most dependable and genuine sources, the Scopus database, and the Web of Science (WoS) database. This study was done using a scientific search technique on the Scopus and WoS databases for the years 2015 through 2022. The study made use of Biblioshiny, a web-based tool created in R-studio and part of the Bibliometrix package. Prominent journals, authors, nations, articles and themes were identified with the use of the software's automated workflow. “Citation, co-citation, and social network analysis” were also carried out.FindingsThe study' outcomes indicate that, as an interdisciplinary discipline, the themes of digital finance have changed throughout time. Researchers first concentrated on socioeconomic and demographic variables, but over time the subject expanded to include themes like influencing, promoting, and behavioural factors that affect digital financial literacy (DFL). This research shows the conceptual framework of the area in addition to its intellectual and social structure. This study offers crucial insights into subjects that demand more research.Research limitations/implicationsSince the current study is a bibliometric analysis, the usual restrictions on such studies apply. A meta-analysis, a thorough literature review and other methods would be beneficial for future researchers to develop a solid conceptual framework. This current research work's science mapping is restricted to the Scopus and WoS databases because this research includes more high-quality articles and has organised formats that work with the Bibliometrix application.Practical implicationsPresent research provides critical insights into saving behaviour, retirement planning, digital finance and the interdependence of these. This research highlights the most prevalent problems in the field and points in the direction of potential areas for further study. Exposing the social and intellectual structure of the domain educates upcoming scholars about the themes, contexts and opportunities for collaboration in this field.Social implicationsThe study will be useful for future learning as the study gives broad exposure to the current literature in the field of digital finance. On the other hand, people will also grow aware of the effects of digital finance and make the proper choices as a result. Additionally, the report might offer cruc
目的在金融、经济、商业和管理等领域对数字金融素养(DFL)进行了大量的探索性、概念性和实证研究。但到目前为止,还没有人试图对该地区进行全面的科学测绘。因此,本研究试图通过结合各种知识体系来确定当前的研究趋势。设计/方法/方法对158篇论文的样本进行了DFL或数字金融领域的文献计量分析。汇编、组织和评估是构成文献计量分析过程的三个阶段,这些分析过程来自最可靠和最真实的来源,Scopus数据库和Web of Science (WoS)数据库。本研究使用科学检索技术对Scopus和WoS数据库进行了2015 - 2022年的研究。这项研究使用了Biblioshiny,这是一个在R-studio中创建的基于网络的工具,也是Bibliometrix软件包的一部分。杰出的期刊、作者、国家、文章和主题被识别为使用该软件的自动化工作流程。还进行了“引文、共被引和社会网络分析”。研究结果表明,作为一门跨学科学科,数字金融的主题随着时间的推移而变化。研究人员首先关注社会经济和人口变量,但随着时间的推移,该主题扩展到影响、促进和影响数字金融素养(DFL)的行为因素等主题。这项研究显示了该地区的概念框架,以及它的智力和社会结构。这项研究为需要更多研究的课题提供了重要的见解。研究限制/意义由于当前的研究是文献计量学分析,因此适用于此类研究的通常限制。通过荟萃分析、文献综述等方法,将有助于未来研究者建立一个坚实的概念框架。当前的研究工作的科学映射仅限于Scopus和WoS数据库,因为这项研究包括更多高质量的文章,并且具有与Bibliometrix应用程序一起工作的有组织的格式。目前的研究对储蓄行为、退休计划、数字金融及其相互依存关系提供了重要的见解。本研究突出了该领域中最普遍的问题,并指出了潜在的进一步研究方向。揭示该领域的社会和知识结构,教育即将到来的学者关于该领域的主题、背景和合作机会。社会意义本研究将有助于未来的学习,因为该研究提供了广泛的接触当前文献在数字金融领域。另一方面,人们也会逐渐意识到数字金融的影响,从而做出正确的选择。此外,该报告可能为制定数字金融和扫盲政策提供重要见解。过去,国际上在经济、金融、商业、管理和消费者行为等研究领域进行了大量的概念和实证研究。这项研究汇集了该领域的不同文献,突出了可靠的来源、作者和文件,并研究了数字金融、储蓄行为和退休计划之间的关系,这是一个重要的补充。
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引用次数: 2
Gender differences in the association between job characteristics, and work satisfaction and retention 性别差异对工作特征、工作满意度和留任的影响
IF 0.8 Q4 BUSINESS Pub Date : 2023-04-11 DOI: 10.1108/ajb-07-2022-0115
Stefani Milovanska-Farrington
PurposePrevious research shows a positive effect of job satisfaction and retention on both workers’ and organizations’ welfare, it is important to understand whether the characteristics of a job and workers’ perceptions of certain job traits can predict job satisfaction and retention in an organization. This paper explores the effect of 18 job characteristics on the likelihood that a worker is satisfied with his or her job, the chance that he or she looks for an alternative employer in the following year and the number of years employed by the same organization.Design/methodology/approachThe author adds to the current state of the literature on the importance of job characteristics in several ways. First, the author utilizes a list of 18 job characteristics or perceptions, which to the best of our knowledge is one of the most extensive sets of characteristics that has been considered. This allows us to examine lots of aspects of the job, and their connection to the outcomes of interest. Second, the author uses not only basic regression methods but also ordered Logit specifications to obtain more precise estimates of the effect of job characteristics on job satisfaction and workers’ propensity to look for a new job. Third, the author considers the possibility that a combination of job characteristics, rather than a single factor, influences the level of satisfaction with the job and retention, measured by the likelihood that a worker plans to look for an alternative job in the following year and the years at the current job. The author explores the latter through principal component analysis. Fourth, the author explores gender differences in the effect of job characteristics on job satisfaction and retention. Finally, the author discusses the implications of this research to policy decision-making and managerial decisions.FindingsThe author finds that personal development opportunities and job security are positively related to job satisfaction, and negatively related to the likelihood of looking for a new job. Opportunities for personal development have a stronger effect on job satisfaction of men than women. Male workers’ job satisfaction also depends on whether they are given enough time to complete assigned tasks. The perception of security in the current job, having reliable coworkers and receiving sufficient help in a job make it less likely for women to perform a job search. Fringe benefits encourage workers of both genders to stay in an organization longer. Job security also has a positive relationship with the years in a given job for women, but not for men.Originality/valueThe findings have implications for managers and policy decision-makers. For managers, it is important to be aware of the value male and female workers place on different job characteristics, because a number of studies show the importance of job satisfaction on the success of companies (Porter et al. 1977; Mobley et al., 1979; Tett et al. 1993; Posner et al. 1993), and
目的以往的研究表明,工作满意度和保留对员工和组织的福利都有积极的影响,了解工作特征和员工对某些工作特征的感知是否可以预测组织的工作满意度和保留是很重要的。本文探讨了18个工作特征对工人对他或她的工作满意的可能性的影响,他或她在接下来的一年寻找替代雇主的机会以及受雇于同一组织的年数。设计/方法/方法作者从几个方面补充了关于工作特征重要性的文献现状。首先,作者利用了18个工作特征或看法的列表,据我们所知,这是已经考虑过的最广泛的特征之一。这使我们能够检查工作的许多方面,以及它们与兴趣结果的联系。其次,作者不仅使用基本的回归方法,还使用了有序的Logit规范,以更精确地估计工作特征对工作满意度和员工寻找新工作倾向的影响。第三,作者考虑了一种可能性,即工作特征的组合,而不是单一因素,影响对工作的满意度和保留率,通过一个工人计划在接下来的一年和目前工作的年份寻找替代工作的可能性来衡量。作者通过主成分分析对后者进行了探讨。第四,探讨性别差异下工作特征对工作满意度和留任的影响。最后,作者讨论了本研究对政策决策和管理决策的启示。作者发现,个人发展机会和工作保障与工作满意度呈正相关,与寻找新工作的可能性负相关。个人发展机会对男性工作满意度的影响大于女性。男性员工的工作满意度还取决于他们是否有足够的时间来完成分配的任务。对目前工作的安全感、拥有可靠的同事以及在工作中得到足够的帮助,使女性不太可能去找工作。附加福利鼓励男女员工在公司里呆得更久。对女性来说,工作安全感与工作年限呈正相关,但对男性来说则不然。原创性/价值研究结果对管理者和政策制定者有启示意义。对于管理者来说,重要的是要意识到男性和女性员工对不同工作特征的价值,因为许多研究表明工作满意度对公司成功的重要性(Porter et al. 1977;Mobley et al., 1979;Tett et al. 1993;Posner et al. 1993),作者表明,男性和女性的工作满意度取决于不同的特征。此外,由于招聘新员工的成本,包括招聘、培训和机会成本,管理人员对与可能在公司保留员工的因素相关的调查结果的认识很重要。从政策方面考虑,帮助雇主与潜在工人匹配的项目,如果能引导女性从事更有保障、个人发展机会和工作上有帮助的工作,就有可能找到适合劳动力市场双方的工作。提供更多时间完成任务的工作将保留并增加保持男性员工对工作满意的机会。
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引用次数: 0
Predicting stock market using natural language processing 利用自然语言处理预测股票市场
IF 0.8 Q4 BUSINESS Pub Date : 2023-04-06 DOI: 10.1108/ajb-08-2022-0124
PurposePredicting the stock market's prices has always been an interesting topic since its closely related to making money. Recently, the advances in natural language processing (NLP) have opened new perspectives for solving this task. The purpose of this paper is to show a state-of-the-art natural language approach to using language in predicting the stock market.Design/methodology/approachIn this paper, the conventional statistical models for time-series prediction are implemented as a benchmark. Then, for methodological comparison, various state-of-the-art natural language models ranging from the baseline convolutional and recurrent neural network models to the most advanced transformer-based models are developed, implemented and tested.FindingsExperimental results show that there is a correlation between the textual information in the news headlines and stock price prediction. The model based on the GRU (gated recurrent unit) cell with one linear layer, which takes pairs of the historical prices and the sentiment score calculated using transformer-based models, achieved the best result.Originality/valueThis study provides an insight into how to use NLP to improve stock price prediction and shows that there is a correlation between news headlines and stock price prediction.
预测股票市场的价格一直是一个有趣的话题,因为它与赚钱密切相关。近年来,自然语言处理(NLP)的进步为解决这一问题开辟了新的视角。本文的目的是展示一种最先进的自然语言方法,使用语言来预测股票市场。设计/方法/方法本文以传统的时间序列预测统计模型为基准进行了实现。然后,为了进行方法比较,开发、实施和测试了各种最先进的自然语言模型,从基线卷积和循环神经网络模型到最先进的基于变压器的模型。实验结果表明,新闻标题中的文本信息与股票价格预测之间存在相关性。基于GRU(门控循环单元)单元的模型具有一个线性层,该模型采用基于变压器的模型计算的历史价格和情绪得分对,获得了最好的结果。原创性/价值本研究提供了如何使用NLP来提高股价预测的见解,并表明新闻标题与股价预测之间存在相关性。
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引用次数: 1
Psychosocial safety climate and psychological capital for positive customer behavioral intentions in service organizations 服务组织中积极顾客行为意向的心理社会安全气候与心理资本
IF 0.8 Q4 BUSINESS Pub Date : 2023-01-31 DOI: 10.1108/ajb-01-2022-0018
S. Siami, M. Gorji, Angela J. Martin
PurposeThe purpose of this paper is to articulate a synergic-mediated model of positive service behaviors enabled by what could be called a “psychosocial resource caravan” for improved customer behavioral intentions to help service organizations especially during coronavirus disease 2019 (COVID-19) crisis.Design/methodology/approachThis paper adopts a multi-level approach and is based on positive organizational behavior and occupational health and safety literature. An empirical study of synergic-mediated model of positive service behaviors has been developed and tested using a quantitative approach.FindingsThis paper offers a theoretical framework proposing that a psychosocially safe work environment (psychosocial safety climate (PSC)) interacts with employees' positive psychological capital (PsyCap) to facilitate positive service behaviors that influence customers' behavioral intentions. As PsyCap and PSC have origin, respectively, in different organizational levels, those both can combine and create a context for positive service encounters. The proposed model has been operationalized and then the reliability and validity of the constructs have been examined. A series of CFAs has been conducted and the fitness of the prosed model was compared to other possible models. The model showed a better fitness compared to the other plausible models. All hypotheses of the model were also significant.Originality/valueThe proposed model integrates positive organizational behavior and occupational health and safety literature to consider the conditions for positive service behaviors. High levels of PsyCap among team members and a psychosocially safe working environment, i.e. PSC can impact customers through positive service behaviors. The articulation of the proposed model presented in this paper invites future empirical research on the synergic nature of psychosocial resources. The paper also suggests some key points to operationalize “psychosocial resource caravan.”
本文的目的是阐明一个协同介导的积极服务行为模型,该模型可以被称为“社会心理资源大篷车”,以改善客户的行为意愿,帮助服务机构,特别是在2019冠状病毒病(COVID-19)危机期间。设计/方法/途径本文采用多层次的方法,并以积极的组织行为和职业健康与安全文献为基础。本文对积极服务行为的协同中介模型进行了实证研究,并采用定量方法进行了检验。本研究提供了一个理论框架,提出心理社会安全的工作环境(心理社会安全气候(PSC))与员工的积极心理资本(PsyCap)相互作用,促进积极的服务行为,从而影响顾客的行为意图。由于PsyCap和PSC分别起源于不同的组织级别,它们可以结合起来,创造一个积极的服务接触环境。本文对模型进行了操作验证,并对模型的信度和效度进行了检验。进行了一系列的CFAs,并将所提出的模型的适应度与其他可能的模型进行了比较。与其他合理的模型相比,该模型显示出更好的适应度。模型的所有假设也都是显著的。原创性/价值提出的模型整合了积极的组织行为和职业健康与安全文献,以考虑积极服务行为的条件。高水平的团队成员心理cap和心理社会安全的工作环境,即PSC,可以通过积极的服务行为影响客户。本文提出的模型的阐述邀请未来对社会心理资源的协同性质进行实证研究。本文还提出了实施“心理社会资源大篷车”的几个要点。
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引用次数: 3
Examining the impact of gender power and gender diversity within the top management team on firm performance and firm risk 研究高层管理团队中性别权力和性别多样性对公司绩效和公司风险的影响
IF 0.8 Q4 BUSINESS Pub Date : 2023-01-26 DOI: 10.1108/ajb-05-2022-0081
R. Walton, Mark A. Tribbitt
PurposeThis study moves beyond existing research on gender diversity to define a new construct – gender power. The study examines gender power within the top management team (TMT) and its relationship to firm performance and firm risk.Design/methodology/approachThe study utilizes a cross-disciplinary combination of upper echelons theory and finance theory as a framework to further examine the impact of gender power within the TMT and its impact on firm risk and firm performance. Employing data collected for 2,570 American publicly traded small-, medium- and large-cap firms over a 20-year period, panel regression analyses were conducted for measures of firm risk and firm performance, beta and return on assets (ROA), respectively.FindingsThis study shows that gender diversity and gender power are two distinct constructs with different effects. The findings from this study suggest that gender power may be a stronger predictor of the relationship between firm performance and firm risk than simply gender diversity alone.Research limitations/implicationsThis study was conducted based on a sample of publicly traded firms. These relationships may not be generalizable to firms in other contexts. Further, other variables representing firm performance and firm risk may add to this research.Practical implicationsUnderstanding the differences between gender diversity and gender power may allow firms to make more informed decisions when adding female executives to their TMTs.Originality/valueThis study proposes an objective representational indicator of structural power to measure the relative power of female executives of public companies that allows the expansion of existing research examining the distinction between gender diversity and gender power and their relationship to firm risk and firm performance.
目的本研究在性别多样性研究的基础上,提出了一个新的概念——性别权力。该研究考察了高层管理团队(TMT)中的性别权力及其与公司绩效和公司风险的关系。设计/方法/方法本研究利用上层理论和金融理论的跨学科组合作为框架,进一步研究性别权力在TMT中的影响及其对企业风险和企业绩效的影响。采用收集的数据为2570美国上市的小型,中型和大型股票公司在20年期间,面板回归分析,分别为企业风险和企业绩效,贝塔和资产回报率(ROA)的措施。研究结果表明,性别多样性和性别权力是两个不同的构念,具有不同的影响。这项研究的结果表明,性别权力可能比单纯的性别多样性更能预测公司绩效和公司风险之间的关系。研究局限/启示本研究以上市公司为样本进行。这些关系可能不适用于其他情况下的公司。此外,代表企业绩效和企业风险的其他变量可能会增加本研究。实际意义了解性别多样性和性别权力之间的差异,可以让公司在增加女性高管时做出更明智的决定。原创性/价值本研究提出了一个客观的结构权力代表性指标来衡量上市公司女性高管的相对权力,这使得现有的研究得以扩展,研究性别多样性和性别权力之间的区别以及它们与公司风险和公司绩效的关系。
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引用次数: 1
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American Journal of Business
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