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Managerial Ability and Peer Selection in Relative Performance Evaluation 相对绩效评估中的管理能力和同行选择
Pub Date : 2024-02-28 DOI: 10.38115/asgba.2024.21.1.1
Min Young Lee
The purpose of this study is to find out whether companies consider CEO ability to choose peer groups in relative performance evaluation. For empirical analysis, this study used US listed companies, and the primary empirical results are as follows. First, the performance of peers is significantly related with CEO compensation scheme when peers are selected by reflecting the similarity of CEO ability between companies within the same industry. Second, the performance of peer companies significantly affects CEO performance evaluation when peers are chosen by taking into account the similarity of the industry, firm size, and CEO ability. These results imply that firms consider similarity of CEO ability in peer group as well as common risk factors of peers to increase the usefulness of relative performance evaluation. This study enhances the understanding of the relative performance evaluation in CEO compensation by finding that CEO ability can be reflected as a selection criterion for peer companies in relative performance evaluation.
本研究的目的是了解公司在进行相对绩效评估时是否会考虑首席执行官选择同行的能力。本研究以美国上市公司为实证分析对象,主要实证结果如下。首先,当同行的选择反映了同行业公司 CEO 能力的相似性时,同行公司的绩效与 CEO 薪酬方案显著相关。其次,在考虑行业相似性、公司规模和首席执行官能力的情况下选择同行时,同行公司的绩效会对首席执行官的绩效评价产生重大影响。这些结果表明,企业应考虑同行中首席执行官能力的相似性以及同行的共同风险因素,以提高相对绩效评价的有用性。本研究发现,CEO 能力可以作为相对绩效评价中同行公司的选择标准,从而加深了人们对 CEO 薪酬中相对绩效评价的理解。
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引用次数: 0
The Structural Relationship among Market Orientation, Information Sharing, New Product Development Flexibility, Product Modularization, and Development Performance of Chinese Fast Fashion Companies 中国快时尚企业的市场导向、信息共享、新产品开发灵活性、产品模块化与开发绩效之间的结构关系
Pub Date : 2024-02-28 DOI: 10.38115/asgba.2024.21.1.86
Xinyang Gao, Wenyan Yin
This study defines market orientation and strategic information sharing as essential aspects of new product development, and aims to understand how the comprehensive activities of these factors affect the flexibility and performance of new product development. In addition, it aims to address the importance of market orientation and information sharing in rapidly developing and launching new products for companies currently operating in the fashion industry. The results derived from are summarized as follows. First, it proved that market orientation had a statistically significant positive effect on the flexibility of new product development. Second, strategic information sharing had a positive effect on the flexibility of new product development. Third, it was confirmed that the mediating role of product modularization in the 'market orientation→product modularization→new product development flexibility' path was not statistically significant. Fourth, the mediating effect of product modularization in the 'strategic information sharing→product modularization→new product development flexibility' path was statistically significant. It recognized the importance of market orientation and information sharing in the rapid development and launch of new products to companies operating in the Chinese fashion industry, and ultimately provided useful implications for improving new product development performance through modularization of product production.
本研究将市场导向和战略信息共享定义为新产品开发的重要方面,旨在了解这些因素的综合活动如何影响新产品开发的灵活性和绩效。此外,本研究还旨在探讨市场导向和信息共享在快速开发和推出新产品方面对目前从事时尚产业的公司的重要性。研究结果总结如下。首先,研究证明市场导向对新产品开发的灵活性具有统计学意义上的积极影响。第二,战略信息共享对新产品开发的灵活性有积极影响。第三,证实了产品模块化在 "市场导向→产品模块化→新产品开发灵活性 "路径中的中介作用在统计上不显著。第四,产品模块化在 "战略信息共享→产品模块化→新产品开发灵活性 "路径中的中介作用在统计上是显著的。该研究认识到了市场导向和信息共享对中国时尚产业企业快速开发和推出新产品的重要性,并最终为通过产品生产模块化提高新产品开发绩效提供了有益的启示。
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引用次数: 0
The Impact of the High Commitment HRM System on Employees' Innovation Behavior: The Mediating Role of Acceptance of Organizational Change and the Moderating Role of HRM System Strength 高承诺人力资源管理体系对员工创新行为的影响:组织变革接受度的中介作用与人力资源管理系统强度的调节作用
Pub Date : 2024-02-28 DOI: 10.38115/asgba.2024.21.1.56
Seoung Woo You, Ji Hwan Park
This study aims to elucidate the mediating role of acceptance of organizational change in the process through which the high commitment HRM System influences organizational members' innovative behavior. Additionally, the study seeks to empirically demonstrate the moderating effect of HRM system strength on the relationship between acceptance of organizational change and innovation behavior. Existing studies have predominantly treated employees' perceptions as mediating variables in the impact of high commitment HRM systems on firm performance. However, the role of HRM systems in managing organizational change for employees, focusing on emotional and cognitive processes such as trust and commitment in the organization, has been overlooked. Therefore, based on social exchange theory, goal-setting theory, self-efficacy theory, and role theory, this study proposes and validates a research model. The survey was conducted targeting HR professionals and employees in domestic companies with 50 or more employees. The analysis utilized responses from 40 HR professionals and 274 employees. The research findings confirm the mediating role of acceptance of organizational change in the connection between high commitment HRM systems and employees' innovative behavior. Moreover, it is verified that HRM system strength moderates the relationship between acceptance of organizational change and innovation behavior. The high commitment HRM system exhibited a moderated mediating effect of HRM system strength in the process through which it mediates acceptance of organizational change to influence innovation behavior.
本研究旨在阐明组织变革接受度在高承诺人力资源管理系统影响组织成员创新行为过程中的中介作用。此外,本研究还试图通过实证研究证明人力资源管理系统强度对组织变革接受度与创新行为之间关系的调节作用。在高承诺人力资源管理体系对企业绩效的影响方面,现有研究主要将员工认知作为中介变量。然而,人力资源管理系统在管理员工组织变革中的作用却被忽视了,它侧重于情感和认知过程,如对组织的信任和承诺。因此,本研究基于社会交换理论、目标设定理论、自我效能理论和角色理论,提出并验证了一个研究模型。调查对象是国内 50 人以上企业的人力资源专业人员和员工。分析利用了 40 名人力资源专业人员和 274 名员工的回答。研究结果证实了接受组织变革在高承诺人力资源管理体系与员工创新行为之间的中介作用。此外,研究还证实,人力资源管理系统的强度调节了组织变革接受度与创新行为之间的关系。高承诺人力资源管理体系在其中介组织变革接受度影响创新行为的过程中,表现出了人力资源管理体系强度的调节中介效应。
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引用次数: 0
A Study of Developing a Job Recommendation Model Using Transformer Models 利用变压器模型开发职位推荐模型的研究
Pub Date : 2024-02-28 DOI: 10.38115/asgba.2024.21.1.23
Jung Woo Jeon, Ji Ho Song, Tae Ho Ahn
With the rapid technological advancements brought about by the Fourth Industrial Revolution, the industrial ecosystem is undergoing changes with new professions emerging and existing ones disappearing at an unprecedented rate. This societal shift is leading to an employment market dominated by professionals with experience, with an increasing number of individuals working in roles unrelated to their major. Additionally, the discrepancy between one's major and the job requirements demanded by industries is leading to a rising number of young job seekers abandoning their job search. In light of this, the purpose of this study is to develop job recommendation models based on job seekers' resumes, evaluate the performance of these models, and propose ways to enhance the applicability of the recommended jobs. To achieve this, two experiments were conducted. The first experiment evaluated the performance of a job recommendation model that applied the Transformer architecture, using a training dataset composed of resumes with 52 features and set hyperparameters. The second experiment evaluated the performance of a deep learning model, which applied fine-tuning techniques on a training dataset constructed from 34 features after removing any feature with more than 30% missing values from the original 52 features used in the first experiment. The increase in the epoch value of the Transformer model has significant implications. This research demonstrates that the optimization of training data and the application of fine-tuning in deep learning model design significantly impact the performance improvement of job recommendation models. Given the rate of increase in epoch values observed in this study, it is expected that applying high-quality resume data to the Transformer model for additional model training in the future will further enhance the performance of career-based job recommendation models for both students preparing for employment based on their major and for experienced job seekers.
随着第四次工业革命带来的技术飞速发展,产业生态系统正在发生变化,新的职业以前所未有的速度出现,现有职业则以前所未有的速度消失。这种社会变革导致就业市场由经验丰富的专业人士主导,越来越多的人从事与其专业无关的工作。此外,个人所学专业与各行各业的工作要求之间的差距也导致越来越多的年轻求职者放弃求职。有鉴于此,本研究的目的是开发基于求职者简历的职位推荐模型,评估这些模型的性能,并提出提高推荐职位适用性的方法。为此,我们进行了两项实验。第一个实验评估了应用 Transformer 架构的职位推荐模型的性能,使用的训练数据集由带有 52 个特征的简历和设定的超参数组成。第二个实验评估了深度学习模型的性能,该模型在由 34 个特征构建的训练数据集上应用了微调技术,在第一个实验中使用的原始 52 个特征中删除了缺失值超过 30% 的任何特征。Transformer 模型历时值的增加具有重大意义。这项研究表明,在深度学习模型设计中优化训练数据和应用微调技术会显著影响职位推荐模型的性能提升。鉴于本研究中观察到的epoch值的增加速度,预计未来将高质量的简历数据应用到Transformer模型中进行额外的模型训练,将进一步提高基于职业的就业推荐模型的性能,无论是对根据专业准备就业的学生,还是对有经验的求职者都是如此。
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引用次数: 0
A Study on Innovation Resistance and Acceptance Intention of Financial Metaverse Platform 金融元平台的创新阻力与接受意向研究
Pub Date : 2024-02-28 DOI: 10.38115/asgba.2024.21.1.118
Jae Kwon Bae
Recently, as the metaverse market has grown rapidly, there has been a movement to strategically link metaverse in various fields such as distribution, manufacturing, and finance. The financial sector is actively using the metaverse platform and is conducting executive meetings, opening virtual branches, training new employees, and providing financial education services on the financial metaverse platform. The number of financial companies providing services linked to the metaverse is increasing due to expectations that the financial metaverse platform can improve information delivery of financial products and customer convenience. In particular, because financial consumers can use financial services without visiting a store through metaverse, financial companies are also accelerating the construction of their own metaverse platforms. In this way, the financial metaverse platform goes beyond the limitations of smartphones and is fundamentally changing the work methods, customer needs, and services of the financial industry based on the technical characteristics of online and offline connectivity. The purpose of this study is as follows. From the perspective of financial consumers, literature research and metaverse-related expert interview survey methodology were used to derive the benefits gained by accepting the metaverse platform and the sacrifice factors such as investment losses and security risks that occur to acquire value. As a result of the study, the utility factors gained by accepting the financial metaverse platform include perceived relative advantage, perceived suitability, and perceived usability. Cost factors included perceived privacy risk and perceived complexity. In addition, perceived usefulness, perceived enjoyment, and remote presence were presented as benefit factors of the financial metaverse platform service, and technical complexity, perceived cost, and perceived security risk were presented as sacrifice factors.
近来,随着元宇宙市场的迅速发展,出现了将元宇宙与流通、制造、金融等各个领域进行战略链接的动向。金融业正在积极利用元宇宙平台,在金融元宇宙平台上召开高管会议、开设虚拟分行、培训新员工和提供金融教育服务。由于人们期望金融元网平台能够改善金融产品的信息传递和客户便利性,提供与元网链接的服务的金融公司数量正在增加。特别是,由于金融消费者可以通过元网络不出店就能使用金融服务,金融企业也在加快建设自己的元网络平台。这样,金融元网平台就超越了智能手机的局限,基于线上线下互联互通的技术特点,正在从根本上改变金融业的工作方式、客户需求和服务。本研究的目的如下。从金融消费者的角度出发,通过文献研究和元数据相关的专家访谈调查方法,得出接受元数据平台所获得的收益,以及为获取价值而产生的投资损失和安全风险等牺牲因素。研究结果显示,接受金融元数据平台所获得的效用因素包括感知到的相对优势、感知到的适用性和感知到的可用性。成本因素包括感知到的隐私风险和感知到的复杂性。此外,感知有用性、感知享受性和远程存在性是金融元网平台服务的受益因素,而技术复杂性、感知成本和感知安全风险则是牺牲因素。
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引用次数: 0
Influencing Factors of Green Purchase Intention: Focusing on the Protection Motivation Theory and Planning Behavior Theory 绿色购买意愿的影响因素:以保护动机理论和计划行为理论为中心
Pub Date : 2023-08-31 DOI: 10.38115/asgba.2023.20.4.96
HyunSuk Joung
This study examines the effect of customers' protection motivation theory, planned behavior theory and green product purchase intention for consumers using green product. To this end, the theory of protective motivation and the theory of planned behavior were explained, and the relationship between them was verified theoretically and empirically. The proposed research model and developed hypotheses were tested using structural equations modeling based on data collected from 218 customers. The results of the study confirm first, Threat appraisal on protection motivation theory derived a positive (+) effect on Attitude. Second, Coping appraisal on protection motivation theory derived effects on Attitude. Last, Attitude, Self-efficacy, Subjective norm on planned behavior theory derived a positive (+) effect on green purchase intention. The study provides On a theoretical level valuable insights into the protection motivation theory and planned behavior theory that are the base for judging the green product purchase intention in research related to Green product , which is increasing in recent years. but there is also a limitation that the is demographic limited.
本研究探讨消费者保护动机理论、计划行为理论与绿色产品购买意愿对消费者使用绿色产品的影响。为此,对保护动机理论和计划行为理论进行了解释,并从理论和经验上验证了它们之间的关系。基于218个客户的数据,采用结构方程模型对提出的研究模型和提出的假设进行了检验。研究结果首先证实,威胁评价对保护动机理论产生了正(+)效应。第二,保护动机理论的应对评价对态度的影响。最后,态度、自我效能感、计划行为理论的主观规范对绿色购买意愿产生正向(+)影响。本研究在理论层面对近年来日益增多的绿色产品相关研究中作为判断绿色产品购买意愿基础的保护动机理论和计划行为理论提供了有价值的见解。但是还有一个限制就是人口的限制。
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引用次数: 0
A Study on the Relationship Among Stock fund, Bond Fund and ESG 股票基金、债券基金与ESG关系研究
Pub Date : 2023-08-31 DOI: 10.38115/asgba.2023.20.4.1
Byung Jin Yim, Dong Joon Lee
This study is an empirical study on the mutual influence of the bond fund provisions, the stock fund provisions and ESG in South Korea. In this study we used data of since January 7, 2012, the bond fund provisions, the stock fund provisions and ESG in South Korea by May 1, 2023. There are three indicators of the bond fund provisions, the stock fund provisions and ESG in South Korea. We try to analyze the mutual influence and the causality among the bond fund provisions, the stock fund provisions and ESG in South Korea. We wish to analyze the extent of cross-influence ot the bond fund provisions, the stock fund provisions and ESG in South Korea. We employ impulse response function based on VAR model of the bond fund provisions, the stock fund provisions and ESG in South Korea as well as variance decomposition of the bond fund provisions, the stock fund provisions and ESG in South Korea after unit root tests, cointegration test and Granger causality test of the bond fund provisions, the stock fund provisions and ESG in South Korea. An important result of this study are summarized as follows: First of all, raw time series data of the bond fund provisions, the stock fund provisions and ESG in South Korea has unit roots. Secondly, first differential data of the bond fund provisions, the stock fund provisions and ESG in South Korea has no unit roots. Third, there is at least one cointegration among the bond fund provisions, the stock fund provisions and ESG in South Korea. Fourth, the correlation between of the stock fund provisions and ESG index is 0.086, the correlation between of the bond fund provisions and ESG index is 0.486. Finally, ESG index Granger Cause the stock fund provisions.
本研究是对韩国债券基金规定、股票基金规定与ESG相互影响的实证研究。在本研究中,我们使用的数据是2012年1月7日以来,韩国截至2023年5月1日的债券基金准备金、股票基金准备金和ESG。韩国有债券基金准备金、股票基金准备金和ESG三个指标。本文试图分析韩国债券型基金规定、股票型基金规定与ESG之间的相互影响和因果关系。我们希望分析韩国债券基金规定、股票基金规定和ESG的交叉影响程度。我们采用基于VAR模型的脉冲响应函数对韩国债券基金配置、股票基金配置和ESG进行分析,并对债券基金配置、股票基金配置和ESG进行单位根检验、协整检验和Granger因果检验,对韩国债券基金配置、股票基金配置和ESG进行方差分解。本研究的一个重要结果总结如下:首先,韩国债券基金准备金、股票基金准备金和ESG的原始时间序列数据具有单位根。其次,首先韩国债券基金拨备、股票基金拨备与ESG的差异数据没有单位根源。第三,韩国债券基金条款、股票基金条款与ESG之间至少存在一个协整关系。第四,股票型基金拨备与ESG指数的相关性为0.086,债券型基金拨备与ESG指数的相关性为0.486。最后,对ESG指数格兰杰成因股票基金进行规定。
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引用次数: 0
R&D investments and corporate carbon emissions: The moderating roles of CEO risk-averse and BOD independence 研发投资与企业碳排放:CEO风险厌恶和董事会独立性的调节作用
Pub Date : 2023-08-31 DOI: 10.38115/asgba.2023.20.4.64
Yoon Jin Kim
Irreversible and global climate crisis stemmed from saturated carbon dioxide is worsening. Fortunately, enterprises can reduce the CO₂by product and process innovation. Prior studies asserted that several firms utilize environmental innovation strategy to obtain both the carbon and financial performances. R&D investments are heavily linked to the environmental innovation, which is also emphasized by IPCC. This study conducted an empirical analysis aiming to find the influence of corporate R&D investments on carbon emissions, and the moderating effect of CEO risk-averse and BOD independence on the linkage between the two. A total of 211 non-financial American firms during the period from 2012 to 2021 were utilized. The results of the analysis are as follows. First, corporate R&D investments successfully reduced carbon emissions through environmental innovation. Second, the negative relation between R&D investments and carbon emissions was strengthened if the CEO risk-averse, measured by the CEO debt-equity ratio, lowers and the BOD independence, measured by the non-executive director ratio, rises. Third, conducting separate empirical analysis during the period of the COVID-19 pandemic, the weakening effect of CEO risk-averse on the relationship between R&D investments and carbon emissions was amplified. The findings of this study supplemented additional evidence insisting on the importance of R&D investments for carbon reduction. Furthermore, the study illuminated the governance mix of CEO compensation and BOD independence for the strengthened relation between R&D investments and carbon reduction. It can be expected that BOD may complement the irrational decision-making of the CEO.
由饱和二氧化碳引起的不可逆转的全球气候危机正在恶化。幸运的是,企业可以通过产品和工艺创新来减少二氧化碳的排放。先前的研究认为,一些企业利用环境创新战略来获得碳和财务绩效。研发投资与环境创新密切相关,IPCC也强调了这一点。本文通过实证分析,探讨了企业研发投入对碳排放的影响,以及CEO风险厌恶和董事会独立性对二者关联性的调节作用。在2012年至2021年期间,共有211家美国非金融公司被利用。分析结果如下:首先,企业研发投资通过环境创新成功地减少了碳排放。其次,当CEO的风险厌恶程度(以债务-权益比率衡量)降低、董事会独立性(以非执行董事比率衡量)上升时,研发投资与碳排放之间的负相关关系会增强。第三,通过对新冠肺炎疫情期间CEO风险厌恶对研发投资与碳排放关系的弱化效应进行单独实证分析,进一步放大CEO风险厌恶对研发投资与碳排放关系的弱化效应。这项研究的发现补充了坚持研发投资对碳减排重要性的额外证据。此外,研究还揭示了CEO薪酬和董事会独立性的治理组合对研发投资与碳减排关系的强化作用。可以预见,董事会可能会对CEO的非理性决策起到补充作用。
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引用次数: 0
A Study on the Effect of Online Shopping Users' Ecological Belief on Eco-friendly Consumption Behavior 网络购物用户生态信念对环保消费行为的影响研究
Pub Date : 2023-08-31 DOI: 10.38115/asgba.2023.20.4.44
Hyang Jin Lee, Dong Hyuk Jo
The purpose of this study was to find out the relationship between online shopping users' ecological belief and eco-friendly consumption behavior, and to verify the process of purchase behavior, use behavior, and disposal behavior. To this end, this study developed research hypotheses and surveys through literature review, conducted a survey of adults in their 20s and older to collect a total of 396 copies of data, and statistically analyzed the collected data to verify the hypothesis. As a result of the study, first, it was found that ecological beliefs had a positive (+) effect on eco-friendly purchase behavior, use behavior, and disposal behavior. Second, eco-friendly purchase behavior was found to have a positive (+) effect on use behavior and disposal behavior. Finally, it was found that eco-friendly use behavior had a positive (+) effect on disposition behavior. Therefore, this study examines the relationship between ecological belief and eco-friendly disposition behavior and attempts to find out what factors affect eco-friendly disposition behavior. It aims to analyze that ecological belief are an important variable in eco-friendly consumption behavior as the number of online shopping users increases, to reveal the process leading to purchase behavior, use behavior, and disposal behavior, and to provide basic data necessary for eco-friendly consumption behavior.
本研究的目的是找出网络购物用户的生态信念与环保消费行为之间的关系,并验证购买行为、使用行为和处置行为的过程。为此,本研究通过文献综述的方式提出了研究假设和调查,对20多岁及以上的成年人进行了调查,共收集了396份数据,并对收集到的数据进行了统计分析以验证假设。研究结果表明,首先,生态信念对环保购买行为、使用行为和处置行为具有正向(+)影响。其次,发现环保购买行为对使用行为和处置行为有正向(+)影响。最后发现,生态友好型使用行为对处置行为有正向(+)影响。因此,本研究考察生态信念与生态倾向行为之间的关系,试图找出影响生态倾向行为的因素。旨在分析随着网购用户数量的增加,生态信念是影响生态消费行为的重要变量,揭示购买行为、使用行为和处置行为的过程,为生态消费行为提供必要的基础数据。
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引用次数: 0
The influence of CPS(CEO Pay Slice) on Cost Stickiness: Focused on the Difference Depending on the Type of CEO CEO薪酬水平对成本粘性的影响:以不同CEO类型的差异为重点
Pub Date : 2023-08-31 DOI: 10.38115/asgba.2023.20.4.120
Seung Hyun Lee
This study analyzes the influence of CPS on cost stickiness. Also it analyzes whether the influences are different by the type of CEO(whether the CEO is a owner manager or a professional manger). For this purpose, it collects samples from Korean companies which were listed in Korean Stock Exchange from 2013 to 2021. From the analysis using total samples, there was no significant relation between CPS and cost stickiness of SG&A. Then, this study divided the sample by owner managers’ companies and professional managers’ companies. From the analysis using owner managers’ companies, it was found that CPS was weakening the cost stickiness of SG&A. On the other hand, from the analysis using professional managers’ companies, it was found that CPS was strengthening the cost stickiness of SG&A. The results of this study suggests that agency cost should be considered prior to CPS on the issue related to cost stickiness, Also, it seems that CPS strengthens the effect of the agency cost to the cost stickiness. Finally, the result of this study suggests that the direction of the impact on the company may vary depending on the type of CEO even if they are in similar level of CPS.
本研究分析了CPS对成本粘性的影响。并分析了CEO的类型(CEO是所有者型经理人还是职业经理人)对企业绩效的影响是否不同。为此,该研究以2013年至2021年在韩国证券交易所上市的韩国公司为样本。从使用总样本的分析来看,CPS与SG&A的成本粘性之间没有显著的关系。然后,本研究将样本按所有者经理公司和职业经理公司进行划分。通过对所有者经理公司的分析发现,CPS正在削弱SG&A的成本粘性。另一方面,通过对职业经理人公司的分析发现,CPS强化了SG&A的成本粘性。研究结果表明,在成本粘性问题上,代理成本应优先于CPS考虑,而且CPS似乎强化了代理成本对成本粘性的影响。最后,本研究的结果表明,即使处于相似的CPS水平,对公司的影响方向也可能因CEO类型而异。
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引用次数: 0
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The Academic Society of Global Business Administration
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