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How do developmental I-deals promote team creativity: the role of team creative-efficacy and error management atmosphere 发展性i -deal如何促进团队创造力:团队创造效能和错误管理氛围的作用
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-12-27 DOI: 10.1108/cms-06-2022-0218
Zili Fan, Hao Sun, Pingli Zhu, Mengting Zhu, Xuan Zhang
PurposeAs a new human resource management practice, developmental idiosyncratic deals (developmental I-deals) play an important role in attracting, retaining and motivating employees to promote creativity. Based on the social cognitive theory, the purpose of this study is to examine the impact of developmental I-deals on team creativity through team creative-efficacy and the moderating role of error management atmosphere in this process.Design/methodology/approachTo reduce the effects of common method biases and causal lag effect, this study was divided into three stages for data collection, with a time interval of a month. A total of 365 employee samples (72 team samples) from seven internet enterprises in Shanghai and Wuhan were selected, and Bootstrap method and Johnson-Neyman method were used to test the hypothesis.FindingsThe results of this study show that developmental I-deals positively affect team creativity, and team creative-efficacy mediates the relationship between developmental I-deals and team creativity. Error management atmosphere strengthens the impact of developmental I-deals on team creative-efficacy and further strengthens the indirect effect of developmental I-deals on team creativity through team creative-efficacy.Originality/valueBased on the social cognitive theory, this study examines the impact of developmental I-deals on team creativity through team creative-efficacy and the moderating role of error management atmosphere in this process. First, the study of I-deals category was further refined. The existing research defines the concept of I-deals in a general way and does not classify it in detail. Second, the internal mechanism of I-deals is revealed. Third, it expands the multi-level research of I-deals.
发展性特质交易(发展性i -deal)作为一种新的人力资源管理实践,在吸引、留住和激励员工促进创造力方面发挥着重要作用。基于社会认知理论,本研究旨在探讨发展性自我交易通过团队创造效能对团队创造力的影响,以及错误管理氛围在这一过程中的调节作用。设计/方法/方法为了减少常见方法偏差和因果滞后效应的影响,本研究分为三个阶段进行数据收集,时间间隔为一个月。选取上海和武汉7家互联网企业365名员工样本(72个团队样本),采用Bootstrap方法和Johnson-Neyman方法对假设进行检验。研究结果表明:发展性i -交易正向影响团队创造力,团队创造效能在发展性i -交易与团队创造力之间起中介作用。错误管理氛围强化了发展性自我交易对团队创造效能的影响,并通过团队创造效能进一步强化发展性自我交易对团队创造力的间接影响。原创性/价值本研究基于社会认知理论,探讨发展性i -交易通过团队创造效能对团队创造力的影响,以及错误管理氛围在此过程中的调节作用。首先,进一步细化了对i -deal类别的研究。现有的研究对i -deal概念的界定比较笼统,并没有对其进行详细的分类。其次,揭示了i -deal的内部机制。第三,拓展了投资交易的多层次研究。
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引用次数: 0
Management control matching pattern and company strategic aggressiveness: empirical test based on annual report text information 管控匹配模式与公司战略进攻性:基于年报文本信息的实证检验
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-12-22 DOI: 10.1108/cms-08-2021-0344
Xiangfei Zeng, Ting Zhang, Yafei Zu
PurposeThis paper aims to investigate the law and logic mechanism of management control matching pattern and company strategy aggressiveness under different strategies by textual analysis, based on the empirical data of Chinese A-share listed companies during the period from 2010 to 2018. Additional analyses further investigate the moderating effect of environmental uncertainty and R&D intensity on the relationship between management control matching type and strategy aggressiveness. The conclusion can help relevant departments to develop management control theory and method system with Chinese characteristics and provide theoretical reference for the matching mode of dual control.Design/methodology/approachThis paper uses the text analysis method. The main explanatory variables are analyzed using the computer SQL Server database software through the relevant text of the board of directors report in the company annual report. Other financial data came from the CSMAR database, excluding ST and PT and companies with missing data, and 16,902 samples were finally obtained. This paper conducted statistical analysis through Stata12.FindingsThis paper shows that the matching pattern between formal and informal control is divided into three types. They have different impacts on strategy aggressiveness. Specifically, consistent matching type II significantly positively influences the aggressiveness of offensive strategy. Consistent matching type I significantly positively influences the aggressiveness of defensive strategy. Complementary matching type I significantly positively influences the aggressiveness of analytical strategy. Additional analyses find that compared with non-high-tech companies, high-tech companies have more significant influence on the relationship between management control matching pattern and company strategic aggressiveness. And compared with other two “strategy-control” matching patterns, both environmental uncertainty and product innovation have more significant influence on the relationship between consistent matching II and offensive strategy aggressiveness.Originality/valueTo the best of the authors’ knowledge, this paper divides the formal and informal control matching patterns of management control into three categories for the first time. It examines the relationship between the formal and informal control matching of management accounting and the degree of strategy aggressiveness. The conclusion provides new empirical evidence to promote the effective implementation of development strategies for companies. It can help relevant departments to develop management control theory and method systems with Chinese characteristics and provide theoretical references for the matching mode of dual control.
目的基于2010-2018年中国A股上市公司的实证数据,通过文本分析,探讨不同战略下管理控制匹配模式和公司战略攻击性的规律和逻辑机制。进一步分析了环境不确定性和研发强度对管理控制匹配类型和战略攻击性之间关系的调节作用。研究结论有助于相关部门发展具有中国特色的管理控制理论和方法体系,为双重控制的匹配模式提供理论参考。设计/方法论/方法本文采用文本分析法。通过公司年报中董事会报告的相关文本,利用计算机SQL Server数据库软件对主要解释变量进行分析。其他财务数据来自CSMAR数据库,不包括ST和PT以及数据缺失的公司,最终获得16902个样本。本文通过Stata12进行了统计分析。结果表明,正式控制和非正式控制之间的匹配模式可分为三种类型。它们对战略攻击性有不同的影响。具体而言,一致匹配类型II显著正向影响进攻策略的攻击性。一致匹配类型I显著正向影响防守策略的攻击性。互补匹配类型I显著正向影响分析策略的攻击性。进一步分析发现,与非高科技公司相比,高科技公司对管理控制匹配模式与公司战略侵略性之间的关系有更显著的影响。与其他两种“战略控制”匹配模式相比,环境不确定性和产品创新对一致性匹配II和进攻性战略攻击性之间的关系影响更大。据作者所知,本文首次将管理控制的正式和非正式控制匹配模式分为三类。它考察了管理会计的正式和非正式控制匹配与战略积极性程度之间的关系。结论为促进企业发展战略的有效实施提供了新的实证依据。它可以帮助相关部门发展具有中国特色的管理控制理论和方法体系,为双重控制的匹配模式提供理论参考。
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引用次数: 0
Be close to government and academy: TMT social capital, network prestige and firm’s innovation performance 贴近政府与学院:TMT社会资本、网络声望与企业创新绩效
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-12-14 DOI: 10.1108/cms-03-2021-0109
Yu Zhou, Huizhe Zhu, Li Zhu, Guangjian Liu, Yufeng Zou
PurposeDrawing from social capital theory and resource dependence theory, this paper aims to test the relationship between top management team (TMT) government social capital and firm’s innovation performance via firm’s network prestige, and the moderating effect of TMT academic social capital.Design/methodology/approachThe authors collected data from the China Stock Market and Accounting Research Database as well as A-share listed firms’ annual reports, and finally generated a sample of 922 firms and 2,464 firm-years from 2008 to 2014. UCINET 6.0 was used to analyze the data.FindingsThe authors find that the government social capital of TMT is positively related to firms’ innovation performance and firms’ network prestige plays a mediating role in this relationship. In addition, TMT academic social capital can strengthen the links between TMT government social capital and innovation performance through firms’ network prestige.Originality/valueThis paper not only contributes to literatures on the mechanism in the relationship between government social capital and firms’ innovation, but also to literatures on the effectiveness of the heterogeneity of firm’s social capital.
目的运用社会资本理论和资源依赖理论,通过企业的网络声望检验高层管理团队政府社会资本与企业创新绩效的关系,以及高层管理团队学术社会资本的调节作用。设计/方法/方法作者从中国股市和会计研究数据库以及A股上市公司年报中收集数据,最终生成了2008年至2014年922家公司和2464个公司年度的样本。使用UCINET 6.0对数据进行分析。研究发现,TMT的政府社会资本与企业的创新绩效呈正相关,企业的网络声望在这一关系中起着中介作用。此外,TMT学术社会资本可以通过企业的网络声望来加强TMT政府社会资本与创新绩效之间的联系。创新性/价值本文不仅对政府社会资本与企业创新关系机制的文献做出了贡献,而且对企业社会资本异质性有效性的文献也做出了贡献。
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引用次数: 1
The effect of changes in negative feedback on task performance: the role of goal orientation and feedback utility 负反馈变化对任务绩效的影响:目标导向和反馈效用的作用
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-12-14 DOI: 10.1108/cms-03-2022-0094
Shi Chang, Feng Wei, Lixing Xu, Zhaoyu Chen, Yifei Wang
PurposeDrawing upon the feedback intervention theory, this study aims to focus on the concept of negative feedback change (increase or decrease) to analyze the dynamics of performance feedback and its relationships with goal orientation, feedback utility and task performance.Design/methodology/approachThe authors conducted a two-wave survey by tracking 195 employees and their supervisors from two representative semiconductor-related equipment companies in China for one month.FindingsResults showed that learning goal orientation positively moderates, and performance-approach goal orientation negatively moderates the indirect relationship between negative feedback change and employees’ task performance through employees’ perceptions of feedback utility.Originality/valueThis study provides new directions for performance feedback research by treating negative feedback from a dynamic perspective and addressing the mediating and moderating mechanisms. Furthermore, the findings also remind managers to not only consider feedback actions at a single moment but also manage it as a series of actions in the ongoing stream of time.
目的运用反馈干预理论,重点研究负反馈变化(增加或减少)的概念,分析绩效反馈的动态及其与目标定向、反馈效用和任务绩效的关系。设计/方法/方法作者对中国两家具有代表性的半导体相关设备公司的195名员工及其主管进行了为期一个月的两波调查。研究结果表明,学习目标定向通过员工对反馈效用的感知,正向调节负反馈变化与员工任务绩效之间的间接关系,而绩效方法目标定向则负向调节。原创性/价值本研究通过从动态角度看待负面反馈,并解决中介和调节机制,为绩效反馈研究提供了新的方向。此外,研究结果还提醒管理者不仅要考虑单个时刻的反馈行动,还要将其作为持续时间流中的一系列行动来管理。
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引用次数: 0
Better safe than sorry: the role of anticipated regret and organizational ethical climate in predicting workplace safety behavior 安全总比遗憾好:预期遗憾和组织道德氛围在预测工作场所安全行为中的作用
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-12-12 DOI: 10.1108/cms-10-2021-0446
Hsien-Chun Chen, Szu-Yin Lin, I. Chen
PurposeBased on the theory of reasoned action, this study aims to illustrate how employees’ safety behavior can be enhanced in the workplace by specifically examining how anticipated regret leads to workplace safety behavior and the contextual factor of organizational ethical climate.Design/methodology/approachThe authors adopted a quantitative approach and designed their survey from validated scales in prior studies. Data were obtained from two different sources, including 149 employees and 31 immediate supervisors. Hierarchical linear modeling techniques were applied to test the hypotheses.FindingsThe results showed that anticipated regret was significantly related to safety compliance and safety participation; egoistic ethical climate was negatively correlated with safety compliance and safety participation, while benevolent ethical climate was only positively correlated with safety participation. For cross-level moderating effects, both benevolent and principle ethical climate moderate the relationship between anticipated regret and safety participation, whereas all three ethical climates did not moderate the relationship between anticipated regret and safety compliance.Research limitations/implicationsIt contributes to current literature by identifying critical determinants of employees’ safety behavior, which would enable practitioners to manage safety in the workplace and foster a safe working environment. Specifically, fostering benevolent ethical climate can better promote employees’ perceptions of the importance of discretionary safety behavior.Originality/valueThis study suggests that organizational practitioners could use the salience of anticipated regret to promote the safety behavioral intentions of employees in the workplace. Further, the authors examined a multilevel framework, which elaborates individual- and organizational-level antecedents of employee safety behavior as well as the impact of cross-level interactions on employee safety behavior.
目的基于理性行动理论,本研究旨在通过具体考察预期后悔如何导致工作场所安全行为以及组织伦理氛围的背景因素,来说明如何在工作场所增强员工的安全行为。设计/方法/方法作者采用了定量方法,并根据先前研究中验证的量表设计了他们的调查。数据来自两个不同的来源,包括149名员工和31名直属主管。采用层次线性建模技术对假设进行检验。结果表明,预期后悔与安全遵守和安全参与显著相关;利己主义伦理氛围与安全遵守和安全参与呈负相关,而仁爱主义伦理氛围仅与安全参与呈正相关。对于跨层面的调节效应,仁慈和原则伦理氛围都调节了预期后悔和安全参与之间的关系,而这三种伦理氛围都没有调节预期后悔和遵守安全之间的关系。研究局限性/含义它通过确定员工安全行为的关键决定因素对当前文献做出了贡献,这将使从业者能够管理工作场所的安全,并营造一个安全的工作环境。具体而言,培养仁慈的道德氛围可以更好地促进员工对自主安全行为重要性的认识。原创性/价值本研究表明,组织从业者可以利用预期后悔的显著性来促进员工在工作场所的安全行为意向。此外,作者研究了一个多层次框架,该框架阐述了员工安全行为的个人和组织层面的前因,以及跨层面互动对员工安全行为产生的影响。
{"title":"Better safe than sorry: the role of anticipated regret and organizational ethical climate in predicting workplace safety behavior","authors":"Hsien-Chun Chen, Szu-Yin Lin, I. Chen","doi":"10.1108/cms-10-2021-0446","DOIUrl":"https://doi.org/10.1108/cms-10-2021-0446","url":null,"abstract":"\u0000Purpose\u0000Based on the theory of reasoned action, this study aims to illustrate how employees’ safety behavior can be enhanced in the workplace by specifically examining how anticipated regret leads to workplace safety behavior and the contextual factor of organizational ethical climate.\u0000\u0000\u0000Design/methodology/approach\u0000The authors adopted a quantitative approach and designed their survey from validated scales in prior studies. Data were obtained from two different sources, including 149 employees and 31 immediate supervisors. Hierarchical linear modeling techniques were applied to test the hypotheses.\u0000\u0000\u0000Findings\u0000The results showed that anticipated regret was significantly related to safety compliance and safety participation; egoistic ethical climate was negatively correlated with safety compliance and safety participation, while benevolent ethical climate was only positively correlated with safety participation. For cross-level moderating effects, both benevolent and principle ethical climate moderate the relationship between anticipated regret and safety participation, whereas all three ethical climates did not moderate the relationship between anticipated regret and safety compliance.\u0000\u0000\u0000Research limitations/implications\u0000It contributes to current literature by identifying critical determinants of employees’ safety behavior, which would enable practitioners to manage safety in the workplace and foster a safe working environment. Specifically, fostering benevolent ethical climate can better promote employees’ perceptions of the importance of discretionary safety behavior.\u0000\u0000\u0000Originality/value\u0000This study suggests that organizational practitioners could use the salience of anticipated regret to promote the safety behavioral intentions of employees in the workplace. Further, the authors examined a multilevel framework, which elaborates individual- and organizational-level antecedents of employee safety behavior as well as the impact of cross-level interactions on employee safety behavior.\u0000","PeriodicalId":51675,"journal":{"name":"Chinese Management Studies","volume":" ","pages":""},"PeriodicalIF":2.2,"publicationDate":"2022-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48606763","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How do peer listed stars affect corporate social responsibility? Evidence from China 同行明星如何影响企业社会责任?来自中国的证据
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-12-07 DOI: 10.1108/cms-12-2021-0528
Xue Yang, Luying Zhao, Yan-li Yang, Chang Li
PurposeThis study aims to complement existing studies by investigating the impact of different corporate social responsibility (CSR) information disclosed by peer listed stars (i.e. governance information [GI] and output information [OI]) on focal firms’ responsive CSR (RCSR) and strategic CSR (SCSR) practices. The authors also investigate the influence of different boundary conditions (i.e. founders’ social status [SS] and industry pollution intensity).Design/methodology/approachBased on the listed stars of 16 industries and their 4,096 private peers in China, the authors use the least squares method and logistic regression models to analyze the data set.FindingsThe results indicate that the GI of peer listed stars can only positively affect firms’ RCSR behavior. The OI of peer listed stars has a positive effect on firms’ SCSR behavior while negatively affecting firms’ RCSR behavior. The SS of focal firms’ founders and their interaction with the industry’s pollution level strengthen the abovementioned positive relationships while weakening the negative ones.Practical implicationsThis study provides insights into the role of listed stars in influencing peer firms’ CSR activities, offering important practical implications for both policymakers and managers.Originality/valueThis study extends the recent discussion on peer effects of CSR by elucidating the peer star effect on CSR and confirms that firms may adopt heterogeneous CSR practices to achieve sustainable growth by investigating peer firms’ different responses to their listed stars’ different CSR information. Moreover, by introducing the SS of founders and the pollution intensity of the industry as boundary conditions, this study enriches the research context on CSR activities.
本研究旨在通过调查同行上市明星披露的不同企业社会责任信息(即治理信息[GI]和产出信息[OI])对焦点企业响应性企业社会责任(RCSR)和战略性企业社会责任(SCSR)实践的影响,对现有研究进行补充。作者还研究了不同边界条件(即创始人的社会地位[SS]和行业污染强度)的影响。基于中国16个行业及其4096家民营同行的上榜明星,作者使用最小二乘法和逻辑回归模型对数据集进行分析。研究结果表明,同行上市明星的GI仅对企业的社会责任行为有正向影响。同行上市明星企业OI对企业社会责任行为有正向影响,对企业社会责任行为有负向影响。焦点企业创始人的人格特质及其与行业污染水平的交互作用强化了上述正相关关系,弱化了负相关关系。实践启示本研究深入探讨了上市明星企业对同行企业社会责任行为的影响,为决策者和管理者提供了重要的实践启示。原创性/价值本研究通过阐明同伴之星对企业社会责任的影响,扩展了最近关于同伴社会责任效应的讨论,并通过调查同行公司对其上市明星不同的企业社会责任信息的不同反应,证实了企业可以采用异质的企业社会责任实践来实现可持续增长。此外,通过引入创始人SS和行业污染强度作为边界条件,丰富了企业社会责任活动的研究脉络。
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引用次数: 0
How does differential leadership affect team decision-making effectiveness? The role of thriving at work and cooperative goal perception 差异领导如何影响团队决策的有效性?在工作中茁壮成长的作用和合作目标感知
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-12-06 DOI: 10.1108/cms-07-2022-0229
Lixia Niu, Rui Zhao, Yisong Wei
PurposeThe purpose of this paper is to explore the mechanism and boundary conditions in the relationship between differential leadership and team decision-making effectiveness.Design/methodology/approachA total of 366 valid questionnaires were received from employees of high-tech enterprises in China, regression-based moderation and bootstrapping analyses were adapted to analyze data and test hypotheses by using the PROCESS syntax in SPSS software.FindingsDifferential leadership can positively contribute to team decision-making effectiveness, and thriving at work mediates the relationship between the two, and cooperative goal perception plays a moderating role in the relationship between thriving at work and team decision-making effectiveness and cooperative goal perception moderate the mediating effect of thriving at work between differential leadership and team decision-making effectiveness.Practical implicationsThe findings suggest that managers need to focus on leadership style to promote improved team decision-making effectiveness by enhancing thriving at work and cooperative goal perception.Originality/valueOverall, this study is based on the conservation of resources theory to uncover the “black box” between differential leadership and team decision-making effectiveness and to highlight the important role of thriving at work and cooperative goal perception.
目的探讨差异领导与团队决策有效性关系的机制和边界条件。设计/方法/方法从中国高新技术企业员工中共收到366份有效问卷,运用SPSS软件中的PROCESS语法,采用基于回归的调节和bootstrapping分析方法对数据进行分析和假设检验。结果:差差性领导对团队决策有效性有正向促进作用,工作热情在两者之间起中介作用,合作性目标感知在工作热情与团队决策有效性之间起调节作用,合作性目标感知在工作热情与团队决策有效性之间起调节作用。实践启示:研究结果表明,管理者需要关注领导风格,通过增强工作热情和合作目标感知来提高团队决策效率。整体而言,本研究以资源守恒理论为基础,揭示差别化领导与团队决策效能之间的“黑箱”,并强调在工作中蓬勃发展与合作目标感知之间的重要作用。
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引用次数: 0
Do subsidy increases promote or inhibit innovation? Evidence from Chinese enterprises listed on the SSE STAR Market 补贴增加是促进创新还是抑制创新?证据来自在上交所STAR市场上市的中国企业
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-12-06 DOI: 10.1108/cms-05-2022-0183
Peng Xiaobao, Jian Wu
PurposeThis study aims to comprehensively investigate the relationship between government subsidies and innovation performance in Chinese enterprises listed on the SSE STAR Market.Design/methodology/approachAn unbalanced sample, covering 285 observations in 215 enterprises listed on the SSE STAR Market from 2019 to 2020, was used to explore the relationships between government subsidies, R&D investment, CEO shareholding and innovation performance. Counterfactual analysis is added for robustness testing.FindingsEmpirical evidence confirms that government subsidies have an inverted U-shaped relationship with R&D investment and innovation performance. Meanwhile, R&D investment is a mediating variable between government subsidies and innovation performance. Moreover, CEO shareholding plays a moderating role between government subsidies and R&D investment. The higher the CEO ownership, the steeper the inverted U-shaped relationship.Practical implicationsThe government should introduce a dynamic mechanism to reasonably control subsidy amounts and strengthen the supervision of subsidy use. Enterprise managers should be aware of how incentives affect the firm’s innovation and implement a coordinated development of government subsidy policies and internal enterprise governance.Originality/valueThis study adds new empirical evidence for the relationship between government subsidies and enterprise innovation performance. The risk incentive provided by stock options is an important micro mechanism to compensate for the lack of government subsidies. The study identifies ways to promote firm innovation based on the synergistic effect of internal and external mechanisms.
目的全面考察政府补贴与创业板企业创新绩效之间的关系。设计/方法/方法采用非平衡样本,涵盖2019 - 2020年在上交所STAR市场上市的215家企业的285个观察值,探讨政府补贴、研发投入、CEO持股与创新绩效之间的关系。在稳健性检验中加入了反事实分析。实证结果证实,政府补贴与研发投入和创新绩效呈倒u型关系。同时,研发投入是政府补贴与创新绩效之间的中介变量。此外,CEO持股在政府补贴与研发投入之间具有调节作用。CEO持股比例越高,倒u型关系越陡峭。实践启示政府应引入动态机制,合理控制补贴金额,加强对补贴使用的监管。企业管理者应该意识到激励对企业创新的影响,实现政府补贴政策与企业内部治理的协调发展。原创性/价值本研究为政府补贴与企业创新绩效的关系提供了新的实证证据。股票期权提供的风险激励是弥补政府补贴缺失的重要微观机制。本文从内外机制的协同效应出发,探讨了促进企业创新的途径。
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引用次数: 0
Influence of big data analytical capability on new product performance – the effects of collaboration capability and team collaboration in high-tech firm 大数据分析能力对新产品性能的影响——高科技企业协同能力和团队协作的影响
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-12-01 DOI: 10.1108/cms-02-2022-0053
Chi-Hsiang Chen
PurposeAs the application of artificial intelligence (AI) becomes more prevalent, many high-tech firms have employed AI applications to deal with emerging societal, technological and environmental challenges. Big data analytical capability (BDAC) has become increasingly important in the AI application processes. Drawing upon the resource-based view and the theory of planned behavior, this study aims to investigate how BDAC and collaboration affect new product performance (NPP). Practically, a harmonic working team is particularly important for creating management synergies, this empirical analysis demonstrates the importance of BDAC and collaboration for NPP.Design/methodology/approachThis paper focuses on the performance of firms that applied AI in their operations. This study collected data from firms in Greater China, including China and Taiwan, as Greater China is currently the leading manufacturer of semiconductor, electronic and electric products for AI applications in the manufacturing process. Confirmatory factor analysis and structural equation modeling is employed for statistical analysis.FindingsThe analytical results indicate that BDAC positively relates to collaboration capability (CC) in AI applications but not to team collaboration (TC). CC positively correlates with TC, and both CC and TC positively correlate with NPP. Further, the mediating effect was examined using the Sobel t-test, which reveals that CC is a significant mediator in the influence of BDAC on NPP.Practical implicationsThe strategic implementation of BDAC and collaboration can allow an enterprise to improve its NPP when driven by the external environment to use AI, which further enhances NPP. These processes indicate that AI and BDAC are both crucial for the success of a company’s collaboration and for effective management to improve NPP in the face of global competition.Originality/valueThis study introduces the concept of BDAC to explain the relationship between CC and TC, as they pertain to NPP. This study presented a discussion of the theoretical and practical implications of the research findings and could provide a framework for managing BDAC.
目的随着人工智能的应用越来越普遍,许多高科技公司都采用人工智能应用来应对新出现的社会、技术和环境挑战。大数据分析能力在人工智能应用过程中变得越来越重要。基于基于资源的观点和计划行为理论,本研究旨在研究BDAC和协作如何影响新产品性能。实际上,和谐工作团队对于创造管理协同效应尤为重要,这一实证分析表明了BDAC和合作对NPP的重要性。设计/方法/方法本文重点关注在运营中应用人工智能的公司的绩效。这项研究收集了包括中国和台湾在内的大中华区企业的数据,因为大中华区目前是制造过程中人工智能应用的半导体、电子和电气产品的领先制造商。采用验证性因子分析和结构方程建模进行统计分析。研究结果表明,BDAC与人工智能应用中的协作能力(CC)呈正相关,而与团队协作(TC)无关。CC与TC呈正相关,CC和TC均与NPP呈正相关。此外,使用Sobel t检验检验了中介效应,这表明CC是BDAC对NPP影响的重要中介。实际含义BDAC的战略实施和协作可以使企业在外部环境的驱动下使用人工智能来提高其NPP,从而进一步提高NPP。这些过程表明,人工智能和BDAC对于公司合作的成功和在全球竞争中提高NPP的有效管理都至关重要。原创性/价值本研究引入BDAC的概念来解释CC和TC之间的关系,因为它们与NPP有关。本研究对研究结果的理论和实践意义进行了讨论,并为BDAC的管理提供了一个框架。
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引用次数: 1
How authentic leadership affects green creativity: the role of self-reflection and psychological capital 真正的领导力如何影响绿色创造力:自我反思和心理资本的作用
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-11-30 DOI: 10.1108/cms-10-2021-0437
Zhining Wang, Chunjie Guan, Shaohan Cai
PurposeBased on social cognitive theory, this study aims to explore the effect of authentic leadership on employee green creativity by studying the mediating role of reflection and rumination and the moderating role of psychological capital.Design/methodology/approachThis study used experience sampling methodology to test hypothesis. Specifically, this study applied two-level path analysis to analyze 1,290 observations from 129 employees.FindingsThe results show that authentic leadership positively influences reflection but negatively influences rumination, which in turn impact employees’ green creativity. Psychological capital positively moderates the effects of authentic leadership on reflection and negatively moderates the effects of authentic leadership on rumination. Furthermore, psychological capital moderates the linkages between authentic leadership, self-reflection and employee green creativity.Practical implicationsOrganizations should make efforts in promoting authentic leadership and recruiting employees who possess high psychological capital. Moreover, managers can make effective efforts to stimulate employees’ reflection and mitigate rumination, thereby facilitating organizational sustainable development.Originality/valueIn investigating green issues related to employees’ daily cognitive processes, this study focuses on within-personal reaction mechanism to authentic leadership, concerning the moderating effect of individual psychological capital.
目的基于社会认知理论,本研究旨在通过研究反思和沉思的中介作用和心理资本的调节作用,探讨真实领导对员工绿色创造力的影响。设计/方法论/方法本研究采用经验抽样方法来检验假设。具体而言,本研究采用两级路径分析法分析了129名员工的1290个观察结果。研究结果表明,真正的领导对反思有正向影响,但对沉思有负向影响,进而影响员工的绿色创造力。心理资本正向调节真实领导对反思的影响,负向调节真实领导在沉思中的影响。此外,心理资本调节了真实领导力、自我反思和员工绿色创造力之间的联系。实际含义组织应努力提升真正的领导力,并招聘具有高心理资本的员工。此外,管理者可以有效地激发员工的反思,减少沉思,从而促进组织的可持续发展。独创性/价值在调查与员工日常认知过程相关的绿色问题时,本研究侧重于个人对真实领导力的反应机制,涉及个人心理资本的调节作用。
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引用次数: 2
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Chinese Management Studies
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