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Stay ahead: CEO education and entry timing within industry merger waves 保持领先:CEO教育和行业并购浪潮中的进入时机
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2023-03-27 DOI: 10.1108/cms-12-2021-0506
Meiling Tang, Xi Zhao, Xiangyu Li, Xiaotong Niu
PurposeThis study aims to explore the effect of chief executive officer education on firms’ action timing and acquisition performance in industry merger waves. In addition, this study investigated the moderating influence of CEO duality and firm cash flow on the relationship between education and entry timing.Design/methodology/approachFollowing the methodology for determining merger waves in previous studies, the authors identified 16 industry merger waves of Chinese listed firms from 2008 to 2019. Multiple linear regression was employed to examine the hypotheses.FindingsThe results showed that higher CEO education was associated with early participation in merger waves. CEO duality negatively moderated the education-entry timing relation. The effect of CEO education on entry timing was more pronounced when firms had higher cash flow. Moreover, more educated CEOs materially enhanced acquisition performance in merger waves.Originality/valueEntry timing in industry merger waves has important implications, as early movers establish competitive advantages and achieve higher acquisition performance. However, the managerial characteristics determining entry timing have not received adequate attention. Meanwhile, studies examining the effect of CEO education on acquisitions are limited. This study explored the effect of CEO education on firms’ entry timing and acquisition performance in merger waves, thereby contributing to the literature on merger waves and managerial characteristics. This study’s findings regarding the moderators of the education-entry timing relation enrich the literature on corporate governance and agency theory.
目的本研究旨在探讨在行业并购浪潮中,首席执行官教育对企业行动时机和收购绩效的影响。此外,本研究还考察了CEO二元性和企业现金流对教育与入职时间关系的调节作用。设计/方法论/方法继以往研究中确定合并浪潮的方法论之后,作者确定了2008年至2019年中国上市公司的16个行业合并浪潮。多元线性回归被用来检验这些假设。研究结果表明,CEO教育程度越高,越早参与并购浪潮。CEO二元性对教育进入时间关系具有负向调节作用。当公司现金流较高时,CEO教育对进入时间的影响更为明显。此外,受过更多教育的首席执行官在并购浪潮中大幅提升了收购业绩。原创性/价值进入行业合并浪潮的时机具有重要意义,因为早期推动者建立了竞争优势并实现了更高的收购绩效。然而,决定进入时机的管理特征并没有得到足够的关注。同时,研究CEO教育对收购影响的研究也很有限。本研究探讨了CEO教育对企业在合并浪潮中进入时机和收购绩效的影响,从而为有关合并浪潮和管理特征的文献做出了贡献。本研究关于教育进入时间关系的调节因子的发现丰富了公司治理和代理理论的文献。
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引用次数: 1
Do repeated alliances within patent pools encourage enterprise innovation? Evidence from MPEG LA 专利池内的重复联盟是否鼓励企业创新?MPEG LA的证据
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2023-03-14 DOI: 10.1108/cms-01-2021-0021
Liubin Lai, Yunsheng Zhang
PurposeThe purpose of this study is to investigate whether repeated alliances between two members of a patent pool boost enterprise innovation. Furthermore, this paper intends to determine whether the innovation performance becomes higher or lower based on the partnership characteristics.Design/methodology/approachIn this empirical study, hierarchical regression is used to analyze the longitudinal data obtained from 12 patent pools managed by MPEG LA during a time period ranging from 2006 to 2018. The members of patent pools comprise research institutions, firms and universities. Research analyses are performed based on a sample of 68,400 member pairs who had established repeated alliances. The information regarding such pairs is gathered from public databases.FindingsRepeated alliances positively correlate with enterprise innovation performance in patent pools; this performance is higher when the two enterprises have exploratory collaborations. Conversely, the performance is lower when the partners have a similar technology base and are engaged in a technological competition (competitive learning and patent litigation). Moreover, the performance is lower when one partner demonstrates higher network centrality and richer structural holes than the other partner.Originality/valuePatent pools play an instrumental role in eliminating patent-licensing barriers, thereby allowing mutual acquisition of complementary technologies, and cooperatively strengthening technology development. From the perspective of theories of coopetition, knowledge management and social network, this study explores the impact of patent pools on enterprise innovation performance and ascertains the moderating roles of technology coopetition, technology similarity and network position, thereby expanding the scope of innovation effect in the context of patent pools.
摘要本研究的目的是探讨专利池中两个成员之间的重复联盟是否会促进企业创新。在此基础上,本文试图根据合作伙伴关系的特征来确定创新绩效是提高还是降低。在本实证研究中,采用层次回归方法对MPEG LA管理的12个专利池2006 - 2018年的纵向数据进行了分析。专利池的成员包括研究机构、公司和大学。研究分析是基于68,400对建立了重复联盟的成员的样本进行的。有关这类配对的信息是从公共数据库收集的。发现专利池中重复联盟与企业创新绩效正相关;当两家企业进行探索性合作时,这一绩效更高。相反,当合作伙伴拥有相似的技术基础并从事技术竞争(竞争性学习和专利诉讼)时,绩效较低。当其中一方的网络中心性较高、结构孔洞较多时,其绩效较低。独创性/价值专利池在消除专利许可障碍方面发挥着重要作用,从而允许相互获得互补技术,并合作加强技术开发。本文从竞争理论、知识管理理论和社会网络理论的角度,探讨了专利池对企业创新绩效的影响,确定了技术竞争、技术相似度和网络位置的调节作用,从而拓展了专利池背景下创新效应的范围。
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引用次数: 0
Abusive supervision and employee unethical pro-organizational behavior: a moderated mediation model of moral disengagement and traditionality 滥用监督和员工不道德的亲组织行为:道德脱离和传统性的调节中介模型
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2023-03-07 DOI: 10.1108/cms-07-2022-0264
Wei Yan, H. Chen, Yangyi He, Cuilian Zhang
PurposeThis study aims to understand how abusive supervision influences employees’ unethical pro-organizational behavior (UPB). In particular, the mediating effect of moral disengagement and moderating role of traditionality on this relationship were examined.Design/methodology/approachThis study conducted a two-wave questionnaire survey using data collected from 629 employees from different companies in China. Moderated mediation analysis was conducted to test the hypotheses.FindingsThe results show that moral disengagement mediates the relationship between abusive supervision and employees’ UPB. Employee traditionality enhances the relationship between abusive supervision and moral disengagement as well as the indirect effect of abusive supervision on employees’ UPB via moral disengagement.Originality/valueFirst, by exploring the positive impact of abusive supervision on UPB, the authors enhance the current understanding of the role of negative leadership in the development of UPB and enrich the research on the antecedents of UPB and outcomes of abusive supervision. Second, based on social cognitive theory, this study enriches the literature on abusive supervision and employee UPB by identifying moral disengagement as a mediator. Third, to the best of the authors’ knowledge, the authors are among the first to incorporate traditionality to tell a Chinese story about how traditional employees respond to the effects of abusive supervision on UPB, providing a new lens for the cultural boundary condition in the occurrence mechanism of UPB.
目的本研究旨在了解滥用监督如何影响员工的不道德亲组织行为。特别是,考察了道德脱离的中介作用和传统性对这种关系的调节作用。设计/方法/方法本研究使用来自中国不同公司的629名员工的数据进行了两波问卷调查。进行适度中介分析以检验假设。研究结果表明,道德脱离在滥用监督与员工UPB之间起中介作用。员工传统性增强了滥用监督与道德脱离之间的关系,以及滥用监督通过道德脱离对员工UPB的间接影响。原创性/价值首先,通过探索滥用监督对UPB的积极影响,作者增强了目前对消极领导在UPB发展中的作用的理解,并丰富了对UPB前因和滥用监督结果的研究。其次,基于社会认知理论,本研究通过将道德脱离作为中介,丰富了关于滥用监督和员工UPB的文献。第三,据作者所知,作者是最早结合传统性讲述传统员工如何应对UPB滥用监管影响的中国故事的人之一,为UPB发生机制中的文化边界条件提供了一个新的视角。
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引用次数: 0
Impact of participation in the belt and road initiative on regional economic resilience at province level 参与“一带一路”倡议对省一级区域经济恢复力的影响
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2023-03-03 DOI: 10.1108/cms-04-2022-0135
Wei Yang, Xiaoyun Lao, Qing Zhou, Jian Liu
PurposeThis study aims to examine how participation in the Belt and Road Initiative (BRI) affects province-level regional economic resilience. In the context of dual circulation – the new development paradigm proposed by the Chinese Government – participating in the BRI is an important means of connecting both international and domestic circulations and achieving high economic resilience. The complex causal relationship between participation in the BRI and province-level regional economic resilience is investigated.Design/methodology/approachBased on the complex system view, this study uses fuzzy set qualitative comparative analysis (fsQCA) to examine the impact on regional economic resilience when provinces participate in the BRI through unimpeded trade, infrastructure connectivity, financial integration and people-to-people bonds under the two conditions of attention allocation and buffering capacity. Qualitative textual analysis is applied to analyse provincial work reports, and relevant statistical data are used to measure the economic resilience from 2013 to 2020.FindingsThe authors identified three condition configurations that lead to a high regional economic resilience at province-level and one condition configuration that lead to no high-level regional economic resilience.Research limitations/implicationsIn-depth analyses of qualitative materials should be conducted to explain the systematic relationships among the conditions.Originality/valueThis research is of practical significance to the development of the theoretical framework and practices of the BRI in the context of dual circulation.
本研究旨在探讨参与“一带一路”倡议对省级区域经济弹性的影响。在中国政府提出的双流通新发展模式背景下,参与“一带一路”是对接国际国内流通、实现经济高韧性的重要手段。研究了参与“一带一路”与省级区域经济弹性之间的复杂因果关系。基于复杂系统观点,本研究采用模糊集定性比较分析(fsQCA),考察了在注意力分配和缓冲能力两种条件下,各省通过贸易畅通、基础设施互联互通、资金融通和民间纽带参与“一带一路”对区域经济弹性的影响。采用定性文本分析方法对各省工作报告进行分析,并利用相关统计数据对2013 - 2020年的经济弹性进行测度。研究发现,在省级层面上,导致区域经济弹性高的三种条件配置和导致区域经济弹性不高的一种条件配置。研究的局限/启示:应该对定性材料进行深入分析,以解释条件之间的系统关系。本研究对双流通背景下“一带一路”的理论框架和实践发展具有现实意义。
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引用次数: 0
What happens when leader is ambivalent and employee is indifferent? A moderated mediation model of LMX ambivalence and employee creativity 当领导者矛盾而员工漠不关心时会发生什么?LMX矛盾心理与员工创造力的调节中介模型
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2023-03-03 DOI: 10.1108/cms-08-2022-0290
Xinyue Lin, Juana Du
PurposeLeader–member exchange (LMX) relationship is a crucial context for individuals’ generation of creative ideas. Unlike the fruit research between LMX quality and employee creativity, the relationship between LMX ambivalence and employee creativity is scarce. This study thus aims to examine the effect of LMX ambivalence on employee creativity.Design/methodology/approachThis study conducted an on-site survey of research and development teams in China and distributed paired questionnaires with a time lag of one month. Data from 116 leaders and 484 subordinates were collected and analyzed.FindingsThe results showed that LMX ambivalence was directly negatively or indirectly negatively related to employee creativity via self-efficacy. Employee cynicism acted as a potential personal moderator of the effect of LMX ambivalence, specifically, employee cynicism attenuated the negative influence of LMX ambivalence on employee creativity via self-efficacy.Originality/valueThis study extends our knowledge of the complex effects of LMX relationships by empirically exploring whether and how LMX ambivalence influences employee creativity, with self-efficacy introduced as one crucial underlying mechanism. Meanwhile, this study enriches the existing cynicism literature by demonstrating the role of employee cynicism as a buffer in the relationship between LMX ambivalence and employee creativity.
目的领导者-成员交流(LMX)关系是个人产生创造性想法的关键背景。与LMX质量与员工创造力之间的研究成果不同,LMX矛盾心理与员工创造力的关系很少。因此,本研究旨在检验LMX矛盾心理对员工创造力的影响。设计/方法论/方法本研究对中国的研发团队进行了现场调查,并分发了一个月的配对问卷。对116名领导和484名下属的数据进行了收集和分析。结果表明,LMX矛盾心理通过自我效能感与员工创造力直接负相关或间接负相关。员工犬儒主义是LMX矛盾心理影响的潜在个人调节因素,特别是员工犬儒论通过自我效能减弱了LMX矛盾情绪对员工创造力的负面影响。独创性/价值本研究通过实证探究LMX矛盾心态是否以及如何影响员工创造力,扩展了我们对LMX关系复杂影响的认识,自我效能感是一种重要的潜在机制。同时,本研究通过证明员工犬儒主义在LMX矛盾心理与员工创造力之间的缓冲作用,丰富了现有的犬儒主义文献。
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引用次数: 2
Co-creating values for the transformation of scientific and technological achievements: research on the structural hole filling behavior of stakeholders 科技成果转化的共创价值:利益相关者结构性填洞行为研究
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2023-02-28 DOI: 10.1108/cms-02-2022-0052
Jiayuan Liu
PurposeThis study aims to explore how stakeholders leverage their guanxi and structural holes to promote knowledge mobilization to increase the performance of sci-tech achievement transformation.Design/methodology/approachThis study conducted questionnaires, a social network analysis and semistructured interviews to examine its hypotheses by gathering data from a university and an enterprise in China.FindingsStructural holes impede knowledge mobilization among stakeholders in their network, but guanxi moderates this impeding effect. In addition, knowledge mobilization promotes transformation performance.Originality/valueBy developing a mechanism to illustrate how stakeholders strategically leverage their guanxi and structural holes to affect the efficacy of knowledge mobilization to increase transformation performance, we reveal how stakeholders interact to co-create values for innovation, thereby contributing to the innovation and knowledge management literature.
目的本研究旨在探讨利益相关者如何利用他们的关系和结构漏洞来促进知识动员,以提高科技成果转化的绩效。设计/方法/方法本研究通过收集中国一所大学和一家企业的数据,进行了问卷调查、社交网络分析和半结构访谈,以检验其假设。发现结构性漏洞阻碍了网络中利益相关者的知识动员,但关系缓和了这种阻碍效应。此外,知识动员促进了转型绩效。独创性/价值通过开发一种机制来说明利益相关者如何战略性地利用他们的关系和结构漏洞来影响知识动员的效率,以提高转型绩效,我们揭示了利益相关者是如何相互作用,共同创造创新价值的,从而为创新和知识管理文献做出贡献。
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引用次数: 0
The coordination mechanism of a risk-averse green supply chain 风险规避型绿色供应链的协调机制
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2023-02-20 DOI: 10.1108/cms-10-2021-0454
Yuhong Wang, Xiaoqing Sheng, Y. Xie
PurposeThis study aims to establish a centralized decision-making game model and manufacturer-led Stackelberg game model based on factors of risk aversion of supply chain members and product greenness. The research aims to study whether the introduction of the “cost + risk sharing” contract affects coordination of this type of green supply by calculating the optimal decision of each mode.Design/methodology/approachThis research designs a supply chain model under centralized and decentralized decision-making. This model uses the Stackelberg game to calculate the optimal decision under decentralized decision-making to evaluate the effect of a green supply chain and then analyze the “cost + risk sharing” contract and the degree of coordination of the supply chain. A sensitivity analysis is conducted on the centralized mode for the impact of variables on the supply chain.FindingsThis research finds a double marginalization effect in decentralized decision-making, and the risk aversion coefficient plays a decisive role in the utility of supply chain members. The specific range of risk- and cost-sharing factors allows supply chain members to achieve Pareto improvements and provides decision-making based on the corresponding management strategies according to each other’s risk preference degree.Research limitations/implicationsThe influence of each variable on the green supply chain in the centralized mode is studied by MATLAB numerical simulation. It provides reference for green supply chain members to formulate corresponding management strategies according to each other's risk preference degree.Originality/valueThis research innovatively considers manufacturers and retailers to explore the market demand for product greenness. It introduces a novel “cost + risk sharing” contract to coordinate the green supply chain.
本研究旨在建立基于供应链成员风险规避和产品绿色度因素的集中式决策博弈模型和制造商主导的Stackelberg博弈模型。本研究旨在通过计算各模式的最优决策,研究“成本+风险共担”契约的引入是否会影响这类绿色供给的协调。本研究设计了一个集中式和分散式决策下的供应链模型。该模型利用Stackelberg博弈计算分散决策下的最优决策,评价绿色供应链的效果,进而分析“成本+风险共担”契约和供应链的协调程度。对集中模式下各变量对供应链的影响进行了敏感性分析。本研究发现分散决策存在双重边缘化效应,风险规避系数对供应链成员的效用起决定性作用。风险和成本分担因素的具体范围使供应链成员能够根据彼此的风险偏好程度实现帕累托改进,并提供基于相应管理策略的决策。研究局限性/启示通过MATLAB数值模拟研究了集中模式下各变量对绿色供应链的影响。为绿色供应链成员根据彼此的风险偏好程度制定相应的管理策略提供参考。原创性/价值本研究创新性地考虑制造商和零售商,探索市场对产品绿色的需求。引入了一种新型的“成本+风险共担”契约来协调绿色供应链。
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引用次数: 1
Freedom or bondage? The double-edged sword effect of work connectivity behavior after-hours on employee occupational mental health 自由还是奴役?下班后工作连接行为对员工职业心理健康的双刃剑效应
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2023-02-09 DOI: 10.1108/cms-01-2022-0008
Fuyun Zhu, Ying Gao, Xiaotun Chen
PurposeThis study aims to explore the double-edged sword effect of work connectivity behavior after-hours (WCBA) on employees’ occupational mental health. Drawing on job demand-resource theory, the authors examined the double mediating mechanism of work autonomy and work-family conflict on the relationship of WCBA, work engagement and work burnout. At the same time, the authors examined the moderating role of responsiveness from superiors, hoping to clarify how WCBA brings employees positive experiences (engagement) or negative experiences (burnout).Design/methodology/approachUnder the mediating mechanism of work autonomy and work-family conflict, the authors built a dual-path model and moderated mediation model to examine the effect of WCBA on work engagement and burnout. Two-stage paired data were collected from various industries in China by distributing questionnaires to employees. The hypotheses were tested using the structural equation model and the bootstrap test method.FindingsThe results showed that WCBA positively affects work engagement and burnout. Work autonomy plays a mediating role both in the relationship between WCBA and work engagement and in the relationship between WCBA and work burnout. In addition, work-family conflict plays a mediating role both in the relationship between WCBA and work burnout and in the relationship between WCBA and work engagement. Responsiveness from superiors not only moderated the relationship between WCBA and work autonomy and between WCBA and work-family conflict but also moderated the mediating effects of work autonomy and work-family conflict.Originality/valueThis study examined the double-edged sword effect of WCBA on employees’ occupational mental health, the dual mediation of work autonomy and work-family conflict and the moderating effect of responsiveness from superiors. This study can enrich the understanding of the effects of WCBA as well as the influential factors and boundary conditions related to employees’ occupational mental health. Organizations (represented by superiors) and individuals were integrated into one model, providing a new perspective for studying WCBA. The research will help managers and individuals gain a comprehensive understanding of WCBA, and how to enhance its positive effects and circumvent its negative effects.
目的探讨下班后工作连接行为(WCBA)对员工职业心理健康的双刃剑效应。运用工作需求资源理论,研究了工作自主性和工作家庭冲突对WCBA、工作投入和工作倦怠关系的双重中介机制。同时,作者考察了上级反应的调节作用,希望阐明WCBA如何给员工带来积极体验(敬业度)或消极体验(倦怠感),作者建立了双路径模型和适度中介模型来检验WCBA对工作投入和倦怠的影响。通过向员工发放问卷,从中国各行业收集两阶段配对数据。使用结构方程模型和bootstrap检验方法对假设进行了检验。结果表明,WCBA对工作投入和倦怠有正向影响。工作自主性在WCBA与工作投入的关系以及WCBA与职业倦怠的关系中都起着中介作用。此外,工作-家庭冲突在WCBA与工作倦怠的关系中以及在WCBA和工作投入的关系中都起着中介作用。上级的反应不仅调节了WCBA与工作自主性、工作家庭冲突之间的关系,而且调节了工作自主性和工作家庭冲突的中介作用。独创性/价值本研究考察了WCBA对员工职业心理健康的双刃剑效应、工作自主性和工作家庭冲突的双重中介作用以及上级反应的调节作用。本研究可以丰富对WCBA的影响以及与员工职业心理健康相关的影响因素和边界条件的理解。组织(以上级为代表)和个人被整合到一个模型中,为研究WCBA提供了一个新的视角。这项研究将帮助管理者和个人全面了解WCBA,以及如何增强其积极影响和规避其消极影响。
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引用次数: 1
How does deviance tolerance enhance innovative behavior? The mediating role of cognitive crafting and the moderating role of regulatory focus 偏差容忍如何促进创新行为?认知加工的中介作用和调节焦点的调节作用
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2023-02-02 DOI: 10.1108/cms-07-2022-0240
Shengxian Yu, Shanshi Liu, Xiaoxiao Gong, Wenzhu Lu, Chang-e Liu
PurposeDrawing on the social information processing theory, this study aims to adopt a moderated mediation model to investigate the mediation role of cognitive crafting and the moderation role of regulatory focus in the relationship between perceived deviance tolerance and employee innovative behavior.Design/methodology/approachA questionnaire study with 181 employees from a state-owned communications technology company in China was conducted through a two-wave survey, with a one-month lagged design. The model is tested through confirmatory factor analysis, correlation analysis and PROCESS bootstrapping program in SPSS24.0 and AMOS22.0 software.FindingsThis study confirms that perceived deviance tolerance is positively related to innovative behavior, while cognitive crafting mediates the relationship between perceived deviance tolerance and innovative behavior. Furthermore, the promotion focus positively moderates the relationship between perceived deviance tolerance and cognitive crafting, and higher promotion focus enhances the mediating effect of cognitive crafting on the relationship between perceived deviance tolerance and innovative behavior. The prevention focus negatively moderates the relationship between perceived deviance tolerance and cognitive crafting, and higher prevention focus weakens the mediating effect of cognitive crafting on the relationship between perceived deviance tolerance and innovative behavior.Practical implicationsOrganizations need to establish a tolerant and inclusive management system and create a harmonious working atmosphere to provide a platform basis to inspire the innovative behavior of employees. Also, regulatory focus variables are suggested to be considered in organizational human resource management processes (e.g. recruitment and training) to improve organizational person–job fit.Originality/valueThe primary contribution of this study is to confirm that perceived deviance tolerance has a positive impact on innovation behavior and thereby providing a new perspective to understand the impact effect of perceived deviance tolerance. Another contribution the study explores the mechanisms and boundary conditions of perceived deviance tolerance on innovative behavior fills the theoretical gap of perceived deviance tolerance.
目的借鉴社会信息处理理论,本研究旨在采用一个适度中介模型来研究认知加工的中介作用和调节焦点在感知偏差容忍度与员工创新行为之间关系中的调节作用。设计/方法/方法通过两波调查对中国一家国有通信技术公司的181名员工进行问卷调查,滞后一个月。在SPSS24.0和AMOS2.0软件中,通过验证性因子分析、相关分析和PROCESS自举程序对模型进行了检验。研究结果本研究证实,感知偏差容忍度与创新行为呈正相关,而认知加工则介导感知偏差容忍与创新行为之间的关系。此外,提升专注度正向调节感知偏差容忍度与认知手工制作之间的关系,而更高的提升专注度增强了认知手工制作对感知偏差容忍与创新行为之间关系的中介作用。预防关注度对感知偏差容忍度与认知手工制作之间的关系具有负向调节作用,而更高的预防关注度削弱了认知手工制作对感知偏差宽容度与创新行为之间关系的中介作用。实践启示组织需要建立宽容包容的管理体系,营造和谐的工作氛围,为激励员工的创新行为提供平台基础。此外,建议在组织人力资源管理过程(如招聘和培训)中考虑监管重点变量,以提高组织人员与工作的适应性。原创性/价值本研究的主要贡献是证实感知偏差容忍度对创新行为有积极影响,从而为理解感知偏差容忍的影响效应提供了一个新的视角。本研究的另一个贡献是探索感知偏差容忍对创新行为的机制和边界条件,填补了感知偏差容忍的理论空白。
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引用次数: 1
Evaluation of the integration of industrialization and information-based entropy AHP–cross-efficiency DEA model 工业化与信息化熵融合的ahp -交叉效率DEA模型评价
IF 2.2 4区 管理学 Q3 MANAGEMENT Pub Date : 2023-01-10 DOI: 10.1108/cms-03-2022-0098
Jianhua Zhu, Luxin Wan, Huijuan Zhao, Longzhen Yu, Siyu Xiao
PurposeThe purpose of this paper is to provide scientific guidance for the integration of industrialization and information (TIOII). In recent years, TIOII has promoted the development of intelligent manufacturing in China. However, many enterprises blindly invest in TIOII, which affects their normal production and operation.Design/methodology/approachThis study establishes an efficiency evaluation model for TIOII. In this paper, entropy analytic hierarchy process (AHP) constraint cone and cross-efficiency are added based on traditional data envelopment analysis (DEA) model, and entropy AHP–cross-efficiency DEA model is proposed. Then, statistical analysis is carried out on the integration efficiency of enterprises in Guangzhou using cross-sectional data, and the traditional DEA model and entropy AHP–cross-efficiency DEA model are used to analyze the integration efficiency of enterprises.FindingsThe data show that the efficiency of enterprise integration is at a medium level in Guangzhou. The efficiency of enterprise integration has no significant relationship with enterprise size and production type but has a low negative correlation with the development level of enterprise integration. In addition, the improved DEA model can better reflect the real integration efficiency of enterprises and obtain complete ranking results.Originality/valueBy adding the entropy AHP constraint cone and cross-efficiency, the traditional DEA model is improved. The improved DEA model can better reflect the real efficiency of TIOII and obtain complete ranking results.
目的为工业化与信息化融合发展提供科学指导。近年来,TIOII推动了中国智能制造的发展。然而,许多企业盲目投资TIOII,影响了企业的正常生产经营。本研究建立了TIOII的效率评价模型。本文在传统数据包络分析(DEA)模型的基础上,增加了熵层次分析法(AHP)约束锥和交叉效率,提出了熵层次分析法-交叉效率DEA模型。然后,采用横截面数据对广州市企业的整合效率进行统计分析,并采用传统的DEA模型和熵ahp -交叉效率DEA模型对企业的整合效率进行分析。结果数据显示,广州市企业整合效率处于中等水平。企业整合效率与企业规模、生产类型关系不显著,与企业整合发展水平负相关程度较低。此外,改进后的DEA模型能更好地反映企业的真实整合效率,获得完整的排序结果。独创性/价值通过增加熵AHP约束锥和交叉效率,对传统的DEA模型进行改进。改进后的DEA模型能更好地反映TIOII的真实效率,获得完整的排序结果。
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Chinese Management Studies
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