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(How) do advanced data and analyses enable HR analytics success? A neo-configurational analysis (如何)高级数据和分析使人力资源分析取得成功?新构型分析
IF 3.1 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-04-05 DOI: 10.1108/bjm-05-2021-0188
S. Strohmeier, Julian Collet, Rüdiger Kabst
PurposeEnabled by increased (“big”) data stocks and advanced (“machine learning”) analyses, the concept of human resource analytics (HRA) is expected to systematically improve decisions in human resource management (HRM). Since so far empirical evidence on this is, however, lacking, the authors' study examines which combinations of data and analyses are employed and which combinations deliver on the promise of improved decision quality.Design/methodology/approachTheoretically, the paper employs a neo-configurational approach for founding and conceptualizing HRA. Methodically, based on a sample of German organizations, two varieties (crisp set and multi-value) of qualitative comparative analysis (QCA) are employed to identify combinations of data and analyses sufficient and necessary for HRA success.FindingsThe authors' study identifies existing configurations of data and analyses in HRM and uncovers which of these configurations cause improved decision quality. By evidencing that and which combinations of data and analyses conjuncturally cause decision quality, the authors' study provides a first confirmation of HRA success.Research limitations/implicationsMajor limitations refer to the cross-sectional and national sample and the usage of subjective measures. Major implications are the suitability of neo-configurational approaches for future research on HRA, while deeper conceptualizing and researching both the characteristics and outcomes of HRA constitutes a core future task.Originality/valueThe authors' paper employs an innovative theoretical-methodical approach to explain and analyze conditions that conjuncturally cause decision quality therewith offering much needed empirical evidence on HRA success.
通过增加(“大”)数据库存和先进(“机器学习”)分析,人力资源分析(HRA)的概念有望系统地改善人力资源管理(HRM)的决策。然而,由于迄今为止缺乏这方面的经验证据,作者的研究检查了采用了哪些数据和分析的组合,以及哪些组合提供了改进决策质量的承诺。设计/方法/方法理论上,本文采用了一种新配置的方法来建立和概念化HRA。系统地,以德国组织为样本,采用两种类型的定性比较分析(QCA)(脆集和多值)来确定数据和分析的组合,以充分和必要的HRA成功。作者的研究确定了人力资源管理中现有的数据配置和分析,并揭示了哪些配置会提高决策质量。通过证明哪些数据和分析的组合会同时导致决策质量,作者的研究首次证实了HRA的成功。研究局限性/意义主要的局限性是指横断面和国家样本以及主观测量方法的使用。新构型方法对未来人力资源管理研究的适用性具有重要意义,而对人力资源管理的特征和成果进行更深入的概念化和研究是未来的核心任务。原创性/价值作者的论文采用了一种创新的理论方法来解释和分析导致决策质量的条件,从而为HRA的成功提供了急需的经验证据。
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引用次数: 2
Heterogeneous collaborative networks and firm performance: Do the contingent effects of family management and intellectual property rights matter? 异构协作网络与企业绩效:家族管理和知识产权的偶然效应重要吗?
IF 3.1 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-03-30 DOI: 10.1108/bjm-09-2021-0354
R. Martínez-Alonso, M. Martínez-Romero, A. Rojo-Ramírez
PurposeThe aim of this study is to investigate the relationship between heterogeneous collaborative networks and firm performance, using the resource-based view (RBV) and its extension through the knowledge-based view (KBV) as theoretical lens. Moreover, the authors examine family management and intellectual property rights (IPRs) as contingent factors that enhance the effectiveness of heterogeneous collaborative networks in achieving superior firm performance.Design/methodology/approachThe hypotheses are developed and checked by using a panel data sample of 10,985 firm-year observations from 1,766 Spanish manufacturing firms over the period 2007–2016.FindingsThe results indicate that heterogeneous collaborative networks positively influence firm performance. Furthermore, the positive impact of these innovation networks on firm performance is reinforced by high levels of family management, and such effect is even stronger when there exists high levels of IPRs.Originality/valueThis research is the first, to our knowledge, to provide important new insights into the manner in which the effect of both family management and IPRs have the potential to amplify the performance gains attained from heterogenous collaborative networks.
目的本研究以基于资源的视角(RBV)及其通过基于知识的视角(KBV)的扩展为理论视角,研究异质协作网络与企业绩效之间的关系。此外,作者还研究了家族管理和知识产权(IPR)作为增强异构协作网络在实现卓越企业绩效方面的有效性的偶然因素。设计/方法论/方法通过使用面板数据样本对2007-2016年期间来自1766家西班牙制造业公司的10985个公司年度的观察结果进行开发和检验。结果表明,异质合作网络对公司绩效产生了积极影响。此外,这些创新网络对企业绩效的积极影响因高水平的家族管理而得到加强,当存在高水平的知识产权时,这种影响会更强,以提供重要的新见解,了解家族管理和知识产权的影响有可能扩大从异构协作网络中获得的绩效收益的方式。
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引用次数: 4
What are job seekers attracted to? Examining the importance of organizational attributes across four types of job seekers in Poland and France 吸引求职者的是什么?考察波兰和法国四种类型求职者组织属性的重要性
IF 3.1 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-03-29 DOI: 10.1108/bjm-05-2021-0193
Yohann Mauger, K. Bryant-Lees
PurposeThe current study has two major aims: (1) investigate the factor structure and importance ratings of attributes in France vs Poland and (2) compare the importance ratings of the attribute signals sent by potential employers during the recruiting process across four different types of job seekers (i.e. new entrants, short-term unemployed, long-term unemployed and currently employed).Design/methodology/approachFirst, using a confirmatory factor analysis (CFA), the authors compare the fit of several proposed models and identify the best fit using the combined job seeker sample. The authors then examine the fit of the selected model for the France and Poland samples separately. Finally, we compare the attribute importance rating factors across groups using a Country by Job Seeker multivariate analysis of variance (MANOVA).FindingsThe CFA results on the combined sample showed that a six factor-solution with two higher-order factors (organization- and job-attributes) provided the best fit and held for both France and Poland. MANOVA results showed a significant interaction between type of job seeker and country for organizational characteristics, and main effects of country and job seeker for work–life values and characteristics.Originality/valueMost past research on the importance of job attribute factors focused on new entrants in the United States. This study provides the first examination of job attribute factors across different countries, France and Poland, and other types of job seekers.
目的本研究有两个主要目的:(1)调查法国和波兰的因素结构和属性的重要性评级;(2)比较四种不同类型求职者(即新入职者、短期失业者、长期失业者和当前就业者)在招聘过程中潜在雇主发出的属性信号的重要性评级.设计/方法/方法首先,使用验证性因素分析(CFA),作者比较了几个拟议模型的拟合度,并使用组合求职者样本确定了最佳拟合度。然后,作者分别检查了所选模型对法国和波兰样本的拟合情况。最后,我们使用逐国求职者多变量方差分析(MANOVA)对各组的属性重要性评级因素进行了比较。结果对组合样本的CFA结果表明,具有两个高阶因素(组织和工作属性)的六因素解决方案最适合法国和波兰。MANOVA结果显示,求职者类型和国家对组织特征的影响显著,国家和求职者对工作-生活价值观和特征的主要影响显著。原创性/价值过去大多数关于工作属性因素重要性的研究都集中在美国的新进入者身上。这项研究首次考察了不同国家、法国和波兰以及其他类型求职者的工作属性因素。
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引用次数: 0
Give play to strengths or overcome weaknesses? The impact of family involvement on exploitative and exploratory OFDI 发挥长处还是克服弱点?家庭参与对剥削性和探索性对外直接投资的影响
IF 3.1 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-03-23 DOI: 10.1108/bjm-05-2021-0204
Xuelei Yang, Hangbiao Shang, Weining Li
Purpose This study explores the impact of family ownership and management on exploitative and exploratory outward foreign direct investment (OFDI) in family businesses in emerging economies, as well as the moderating effects of intra-family successions and founder CEOs.Design/methodology/approach The authors empirically tested the hypotheses based on the data of Chinese listed manufacturing family enterprises from 2009 to 2018.Findings Family ownership does not significantly reduce exploitative OFDI but significantly increases exploratory OFDI. When family offspring have succession intentions, these relationships are strengthened. Additionally, family management is negatively associated with exploitative OFDI and positively associated with exploratory OFDI. Founder CEOs have a positive moderating effect on the relationship between family management and exploitative and exploratory OFDI.Originality/value This study is the first attempt to introduce exploitative and exploratory OFDI into the internationalization of family enterprises. The research goes beyond internationalization as a single concept and provides new evidence to solve the controversy about how family involvement affects family firms’ internationalization. On the other hand, the authors respond to the call to understand the impact of family heterogeneity on internationalization by systematically examining the influence of four important family heterogeneity characteristics on family firms’ OFDI choice.
目的本研究探讨了家族所有权和管理对新兴经济体家族企业剥削性和探索性对外直接投资(OFDI)的影响,以及家族内部继任和创始人CEO的调节作用。设计/方法论/方法作者基于2009-2018年中国上市制造业家族企业的数据对假设进行了实证检验。当家庭后代有继承意愿时,这些关系就会得到加强。此外,家庭管理与剥削性对外直接投资呈负相关,与探索性对外直接投入呈正相关。创始人CEO对家庭管理与剥削性和探索性对外直接投资之间的关系具有积极的调节作用。原创性/价值本研究首次尝试将开发性和探索性对外直接投资引入家族企业国际化。该研究超越了国际化这一单一概念,为解决家族企业参与如何影响家族企业国际化的争议提供了新的证据。另一方面,作者回应了理解家族异质性对国际化影响的呼吁,系统地考察了四个重要的家族异质性特征对家族企业对外直接投资选择的影响。
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引用次数: 0
Managing the dynamic change of organizational knowledge base in collaboration networks 协作网络中组织知识库的动态变化管理
IF 3.1 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-03-18 DOI: 10.1108/bjm-09-2021-0333
Jingbei Wang, Yafei Nie
PurposePrevious studies have addressed the importance of knowledge base and its effect on innovation outputs. However, few studies have focused on the antecedents of dynamic changes of the organizational knowledge base. This study aims to shed light on the antecedents of dynamic change of the organizational knowledge base by examining how network centrality in an organization's collaboration network impacts this change and the moderating role of knowledge network cohesion.Design/methodology/approachThe empirical setting of this study is the smartphone collaboration network. The authors selected patent data from the Derwent Innovation Database. A negative binomial model was used to test the hypotheses.FindingsThe results verified that network centrality has a positive effect on the change in coupling among existing knowledge domains and has an inverted U-shaped relationship with the coupling between new and existing knowledge domains. Furthermore, when local cohesion is high, network centrality has a stronger positive effect on the change in coupling among existing knowledge domains. Global cohesion moderates this process in such a way that when it is at a high level, the coupling between new and existing knowledge domains can benefit more from a moderate level of network centrality.Originality/valueThis study sheds light on the antecedents of dynamic change of the organizational knowledge base and links the literature on collaboration and knowledge networks by providing novel insights to match collaboration network centrality with knowledge network cohesion for successful improvement of the organizational knowledge base.
目的以往的研究都探讨了知识库的重要性及其对创新产出的影响。然而,很少有研究关注组织知识库动态变化的前因。本研究旨在通过考察组织协作网络中的网络中心性如何影响组织知识库的动态变化以及知识网络凝聚力的调节作用,揭示组织知识库动态变化的前因。设计/方法论/方法本研究的实证背景是智能手机协作网络。作者从德温特创新数据库中选择了专利数据。一个负二项模型被用来检验这些假设。结果表明,网络中心性对现有知识域之间的耦合变化有积极影响,并且与新知识域和现有知识域的耦合呈倒U型关系。此外,当局部内聚性高时,网络中心性对现有知识域之间耦合的变化具有更强的正向影响。全球凝聚力以这样一种方式调节这一过程,即当它处于高水平时,新知识领域和现有知识领域之间的耦合可以从中等水平的网络中心性中受益更多。原创性/价值本研究揭示了组织知识库动态变化的前因,并通过提供新的见解将协作网络中心性与知识网络凝聚力相匹配,将协作和知识网络的文献联系起来,以成功改进组织知识库。
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引用次数: 0
Exploring the link between learning from error climate and professionals' engagement in social learning activities after errors 探讨从错误环境中学习与专业人员在错误后参与社会学习活动之间的联系
IF 3.1 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-03-14 DOI: 10.1108/bjm-07-2021-0278
Laura Smeets, W. Gijselaers, R. Meuwissen, Therese Grohnert
PurposeLearning from errors is a complex process that requires careful support. Building on affective events theory, the purpose of this paper is to explore how a supportive learning from error climate can contribute to social learning from errors through affective and cognitive error responses by individual professionals.Design/methodology/approachA total of 139 early-career auditors completed an online questionnaire consisting of validated survey scales, allowing for serial mediation analysis to compare direct and indirect effects.FindingsLearning from error climate was directly and positively related to engagement in social learning activities after committing an error. Furthermore, the authors found a double mediation by error strain (an affective error response) and reflecting on errors (a cognitive error response) on this relationship.Practical implicationsOrganizations can actively encourage professionals to learn from their errors by creating a supportive learning from error climate and holding professionals accountable for their errors.Originality/valueThe present study enriches the authors’ understanding of the mechanisms through which learning from error climate influences engagement in social learning activities. It extends prior research on learning from errors by investigating the sequential effects of engagement in error-related learning activities performed individually and in social interaction.
从错误中学习是一个复杂的过程,需要仔细的支持。在情感事件理论的基础上,本文的目的是探讨支持性错误学习气候如何通过个体专业人员的情感和认知错误反应促进社会从错误中学习。设计/方法/方法共有139名早期职业审计师完成了一份由有效调查量表组成的在线问卷,允许进行系列中介分析,以比较直接和间接影响。研究发现:从错误环境中学习与犯错后参与社会学习活动直接且正相关。此外,作者发现错误应变(情感错误反应)和反思错误(认知错误反应)对这种关系具有双重中介作用。实践启示组织可以积极鼓励专业人员从错误中学习,营造一种支持性的从错误中学习的氛围,并让专业人员对自己的错误负责。原创性/价值本研究丰富了作者对从错误中学习影响社会学习活动参与的机制的理解。它通过调查个人和社会互动中参与与错误相关的学习活动的顺序效应,扩展了先前对从错误中学习的研究。
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引用次数: 1
Exploring the inclusive leadership and employee change participation relationship: the role of workplace belongingness and meaning-making 探索包容性领导与员工变革参与关系:工作场所归属感和意义制造的作用
IF 3.1 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-03-14 DOI: 10.1108/bjm-03-2021-0104
K. Katsaros
PurposeBy drawing on the need to belong theory, the paper aims to propose a moderated mediation model to examine the role of workplace belongingness and meaning-making in the positive relationship between inclusive leadership and employee change participation.Design/methodology/approachParticipants were 155 employees from 31 teams from a branch of a multinational pharmaceutical company located in an EU country. The company faces constant legal, regulatory and technology-related changes after the coronavirus disease 2019 (COVID-19) pandemic outbreak. Data were collected in three waves, approximately three weeks apart between March 2020 and May 2020. To test the mediating effect of workplace belongingness were performed first – a series of regression analyses – and second, bootstrapping to assess the statistical significance of the indirect effect (Preacher and Hayes, 2008).FindingsWorkplace belongingness mediates the relationship between inclusive leadership and employees change participation. Further, the research findings provide support that meaning-making moderates the relationship between workplace belongingness and change participation as well as the indirect relationship between inclusive leadership and change participation through workplace belongingness such that the positive relationships are stronger when meaning-making is higher.Practical implicationsThe results indicate that should leaders and change management practitioners manage to influence positively employees' workplace belongingness by employing inclusive practices and procedures; leaders and change management practitioners will increase the level of participation during change and further the results note from an applied perspective the importance of mean-making as a facilitating factor during change in organizational settings. Relevant suggestions are made.Originality/valueThe findings provide new insights into how inclusive leadership and workplace belongingness can affect employees' change participation. Further, the research findings note the significant moderating role of meaning-making regarding both the relationship between workplace belongingness and change participation as well as the indirect relationship between inclusive leadership and change participation through workplace belongingness.
目的利用归属需要理论,提出一个适度中介模型,考察工作场所归属感和意义创造在包容性领导与员工变革参与之间的积极关系中的作用。设计/方法/方法参与者来自一家跨国制药公司位于欧盟国家的分公司的31个团队的155名员工。2019冠状病毒病(新冠肺炎)爆发后,该公司面临着持续的法律、监管和技术相关变化。数据分三波收集,从2020年3月到2020年5月,间隔约三周。为了检验工作场所归属感的中介效应,首先进行了一系列回归分析,其次进行了自举以评估间接效应的统计显著性(Preacher和Hayes,2008)。此外,研究结果支持意义创造调节了工作场所归属感和变革参与之间的关系,以及包容性领导和变革参与通过工作场所归属度之间的间接关系,因此当意义创造越高时,积极关系越强。实际含义研究结果表明,领导者和变革管理从业者应该通过采用包容性的实践和程序来积极影响员工的工作场所归属感;领导者和变革管理从业者将提高变革过程中的参与水平,并从应用的角度进一步指出,在组织环境的变革中,平均值作为一个促进因素的重要性。并提出了相关建议。原创性/价值研究结果为包容性领导和工作场所归属感如何影响员工的变革参与提供了新的见解。此外,研究结果指出,意义制造在工作场所归属感和变革参与之间的关系以及包容性领导和通过工作场所归属参与变革之间的间接关系方面都发挥着重要的调节作用。
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引用次数: 7
Relational demography in organizations: an assessment of the explored and overlooked 组织中的关系人口学:一个被探索和被忽视的评估
IF 3.1 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-03-08 DOI: 10.1108/bjm-05-2021-0189
Manpreet Kaur, Hong Ren
PurposeThe study aims to present an in-depth review of previous research on relational demography (individual–team dissimilarity) over the past 30 years. In doing so, the authors highlighted the main theoretical underpinnings, teased out the common methodological approaches and identified the major mediating processes and contingency factors that influence relational demography's effect on individual outcomes in teams.Design/methodology/approachThe authors searched and examined eight databases (ABI/INFORM Complete, ProQuest, EBSCO, Web of Science, JSTOR, PsycARTICLES, PsycINFO and Science Direct) and distilled 106 studies from 34 journals. The authors synthesized and analyzed this body of work to identify extant patterns and themes in relational demography.FindingsThe findings reveal that the majority of theories used are categorized into three segments. The antecedents used are mainly surface- and deep-level variables, while the outcomes are classified into personal- and work-related constructs. For research testing, Euclidean distance and Blau's index are primarily utilized as heterogeneity measures, while various forms of regression are used as the analytical tool for hypotheses testing.Originality/valueExtant literature reviews on relational demography are scant. This study provides an extensive synthesis and analysis of the studies in the area over the past 30 years and offers an agenda that can motivate future research.
目的本研究旨在对近30年来的关系人口学(个体-团队差异)研究进行深入回顾。在此过程中,作者强调了主要的理论基础,梳理了常用的方法方法,并确定了影响关系人口统计学对团队中个人结果影响的主要中介过程和偶然因素。作者检索并检查了8个数据库(ABI/INFORM Complete、ProQuest、EBSCO、Web of Science、JSTOR、PsycARTICLES、PsycINFO和Science Direct),并从34种期刊中提取了106项研究。作者综合并分析了这一工作主体,以确定关系人口学中现存的模式和主题。研究结果研究结果显示,大多数使用的理论可分为三类。使用的先行词主要是表层和深层变量,而结果则分为个人和工作相关的构念。对于研究检验,欧几里得距离和布劳指数主要作为异质性度量,而各种形式的回归作为分析工具进行假设检验。原创性/价值现存的关于关系人口统计学的文献综述很少。本研究对过去30年来该领域的研究进行了广泛的综合和分析,并提出了一个可以激励未来研究的议程。
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引用次数: 0
Older workers' career adaptability and career success 高龄员工职业适应性与职业成功
IF 3.1 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-01-20 DOI: 10.1108/bjm-06-2021-0225
Hye Kyoung Kim,Young Hyung Kim
PurposeThe main purpose of this study was to analyze career adaptability among older workers by using a multidimensional model that considered perceived organizational support (POS), career satisfaction (CS) and motivation to continue working in South Korea.Design/methodology/approachFour hypotheses were developed based on a review of the literature, and the hypotheses were tested by a t-test, linear regression tests and hierarchical moderated regressions.FindingsThe major findings are as follows: First, older workers showed a higher level of career adaptability (CA) than young workers. Second, POS was positively related to CA. Third, CA was also related to CS. Lastly, motivation to continue working played a moderating role in the relationship between CA and CS.Originality/valueThe significance of this study lies in its enrichment of knowledge related to CA with older workers. In addition, the result of this study underscores the importance of CA and older workers in these very insecure working circumstances such as the COVID-19 pandemic.
本研究的主要目的是利用考虑组织支持感(POS)、职业满意度(CS)和继续工作动机的多维模型,分析韩国老年员工的职业适应性。设计/方法/方法在文献回顾的基础上提出了四个假设,并通过t检验、线性回归检验和分层调节回归检验对这些假设进行了检验。研究发现:第一,年长员工的职业适应性(CA)水平高于年轻员工。第二,POS与CA呈正相关。第三,CA也与CS相关。最后,继续工作动机在CA和CS之间的关系中起调节作用。独创性/价值本研究的意义在于丰富了老年员工CA的相关知识。此外,这项研究的结果强调了CA和老年工人在COVID-19大流行等非常不安全的工作环境中的重要性。
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引用次数: 0
Linking perceived institutional force and environmental strategy: the moderating role of institutional incompleteness 将感知的制度力量与环境战略联系起来:制度不完全性的调节作用
IF 3.1 4区 管理学 Q3 MANAGEMENT Pub Date : 2022-01-18 DOI: 10.1108/bjm-06-2021-0221
Taiwen Feng, Shasha Liu, Qiansong Zhang
PurposeThis study aims to examine the impact of perceived institutional force on environmental strategy, and the moderating role of institutional incompleteness.Design/methodology/approachThis study tests hypotheses employing hierarchical regression model based on a survey of 317 Chinese manufacturers.FindingsThe results reveal that perceived business and social force have positive impacts on symbolic environmental strategy. Perceived social force has a positive impact on substantive environmental strategy and a negative impact on greenwashing. Further analysis suggests that perceived social force has a stronger effect on substantive environmental strategy than perceived business force. Moreover, institutional incompleteness strengthens the impact of perceived business force on substantive environmental strategy, and the impact of perceived social force on symbolic and substantive environmental strategy.Originality/valueThis study establishes a framework integrating distinct types of perceived institutional force and environmental strategy and provides a new perspective on measuring greenwashing to extend environmental strategy literature.
目的探讨制度力量感知对环境战略的影响,以及制度不完备性的调节作用。本研究基于对317家中国制造企业的调查,采用层次回归模型对假设进行检验。结果表明,感知到的商业力量和社会力量对象征性环境战略具有正向影响。感知社会力量对实质性环境战略有积极影响,对“漂绿”有消极影响。进一步分析表明,感知到的社会力量比感知到的商业力量对实质性环境战略的影响更大。此外,制度不完备强化了商业力量感知对实质环境战略的影响,强化了社会力量感知对象征和实质环境战略的影响。原创性/价值本研究建立了一个整合不同类型的感知制度力量和环境战略的框架,并为衡量“漂绿”提供了一个新的视角,以扩展环境战略文献。
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引用次数: 4
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Baltic Journal of Management
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