Pub Date : 2024-03-29DOI: 10.1016/j.bushor.2024.03.005
Pat McCarthy , David Sammon , Ibrahim Alhassan
Digital Transformation (DT) is more than simply integrating a new digital technology into the organization. Despite a growing volume of research, however, there is little coverage of the characteristics of DT leadership. Using a grounded approach, where 16 practitioner voices are central to the theorizing output, we present 10 DT leadership characteristics. Each characteristic links what action a DT leader needs to take and how a DT leader enables that action. We also asked 30 DT leaders to evaluate the importance of each of the 10 DT leadership characteristics. Our approach strengthens the relevance for practitioners striving for the best possible DT initiative outcome. For example, prefacing each DT leadership characteristic with “Are we…?” Encourages DT leaders to guide conversations with organizational stakeholders by reflecting on the realities of their DT initiative and highlighting potential gaps in their organizational thinking.
{"title":"The characteristics of digital transformation leadership: Theorizing the practitioner voice","authors":"Pat McCarthy , David Sammon , Ibrahim Alhassan","doi":"10.1016/j.bushor.2024.03.005","DOIUrl":"10.1016/j.bushor.2024.03.005","url":null,"abstract":"<div><p>Digital Transformation (DT) is more than simply integrating a new digital technology into the organization. Despite a growing volume of research, however, there is little coverage of the characteristics of DT leadership. Using a grounded approach, where 16 practitioner voices are central to the theorizing output, we present 10 DT leadership characteristics. Each characteristic links what action a DT leader needs to take and how a DT leader enables that action. We also asked 30 DT leaders to evaluate the importance of each of the 10 DT leadership characteristics. Our approach strengthens the relevance for practitioners striving for the best possible DT initiative outcome. For example, prefacing each DT leadership characteristic with “Are we…?” Encourages DT leaders to guide conversations with organizational stakeholders by reflecting on the realities of their DT initiative and highlighting potential gaps in their organizational thinking.</p></div>","PeriodicalId":48347,"journal":{"name":"Business Horizons","volume":"67 4","pages":"Pages 411-423"},"PeriodicalIF":5.8,"publicationDate":"2024-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0007681324000430/pdfft?md5=e1d4f10071bfa9e7ee65780048aa094c&pid=1-s2.0-S0007681324000430-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140400079","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Digital leadership involves dealing with complex challenges and anticipating trends that arise from emerging technologies. Amid the accelerated pace of digital transformation, consequences such as technostress have become apparent to organizations and their leaders. Emotional intelligence (EI) is an essential characteristic for enabling digital leaders to hone the necessary skills to lessen employees’ technostress by developing higher levels of consciousness of emotions—both one’s own and those of others. By synthesizing research-based knowledge of EI and leadership, we contribute to a broader understanding of competency requirements for digital transformation by bringing employees and the role of digital leadership through EI into the picture. This article also presents new EI strategies for digital leaders to mitigate employee technostress in digital transformation via communication, transparency, and trust.
数字化领导力包括应对复杂的挑战和预测新兴技术带来的趋势。随着数字化转型步伐的加快,技术压力等后果对组织及其领导者而言已变得显而易见。情商(EI)是数字化领导者磨练必要技能的一个基本特征,它可以通过提高对自身和他人情绪的意识水平来减轻员工的技术压力。通过综合以研究为基础的情商指数和领导力知识,我们通过情商指数将员工和数字化领导力的作用纳入了视野,从而为更广泛地理解数字化转型的能力要求做出了贡献。本文还为数字化领导者提出了新的 EI 战略,以通过沟通、透明和信任来减轻数字化转型中的员工技术压力。
{"title":"The role of digital leaders’ emotional intelligence in mitigating employee technostress","authors":"Titiana Ertiö , Taina Eriksson , Wendy Rowan , Stephen McCarthy","doi":"10.1016/j.bushor.2024.03.004","DOIUrl":"10.1016/j.bushor.2024.03.004","url":null,"abstract":"<div><p>Digital leadership involves dealing with complex challenges and anticipating trends that arise from emerging technologies. Amid the accelerated pace of digital transformation, consequences such as technostress have become apparent to organizations and their leaders. <em>Emotional intelligence</em> (EI) is an essential characteristic for enabling digital leaders to hone the necessary skills to lessen employees’ technostress by developing higher levels of consciousness of emotions—both one’s own and those of others. By synthesizing research-based knowledge of EI and leadership, we contribute to a broader understanding of competency requirements for digital transformation by bringing employees and the role of digital leadership through EI into the picture. This article also presents new EI strategies for digital leaders to mitigate employee technostress in digital transformation via communication, transparency, and trust.</p></div>","PeriodicalId":48347,"journal":{"name":"Business Horizons","volume":"67 4","pages":"Pages 399-409"},"PeriodicalIF":5.8,"publicationDate":"2024-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0007681324000429/pdfft?md5=99478d5e062e05790766aa470b7676ed&pid=1-s2.0-S0007681324000429-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140405686","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-29DOI: 10.1016/j.bushor.2024.03.007
Gianluca Elia , Gianluca Solazzo , Antonio Lerro , Federico Pigni , Christopher L. Tucci
Digital transformation has garnered significant interest within the research and business communities, and has become an umbrella concept to address the multiple technological, strategic, operational, and leadership dimensions involved in digitally enabled organizational renewal. Such transformation spans beyond mere automation of existing practices to a radical change of business scope. Despite this increased attention, a shared understanding of exactly what digital transformation encompasses and how a digital transformation initiative can be defined and led is still underdeveloped. This article aims to contribute to this research gap by identifying the multifaceted conceptual and applied dimensions of digital transformation and integrating them into a single, unifying framework. Based on a synthesis of extensive yet fragmented literature and feedback from domain experts, we present a conceptual map (i.e., a canvas) for successful digital transformation initiatives. In addition, we identify the key elements through which one can lead implementation (i.e., roles, competencies, behaviors, and enablers). The article contributes both to academia—by advancing the meaning and constituent factors of digital transformation—and practitioners, with the formulation of a conceptual tool for managers engaged in a systemic design of digital transformation initiatives.
{"title":"The digital transformation canvas: A conceptual framework for leading the digital transformation process","authors":"Gianluca Elia , Gianluca Solazzo , Antonio Lerro , Federico Pigni , Christopher L. Tucci","doi":"10.1016/j.bushor.2024.03.007","DOIUrl":"10.1016/j.bushor.2024.03.007","url":null,"abstract":"<div><p>Digital transformation has garnered significant interest within the research and business communities, and has become an umbrella concept to address the multiple technological, strategic, operational, and leadership dimensions involved in digitally enabled organizational renewal. Such transformation spans beyond mere automation of existing practices to a radical change of business scope. Despite this increased attention, a shared understanding of exactly what digital transformation encompasses and how a digital transformation initiative can be defined and led is still underdeveloped. This article aims to contribute to this research gap by identifying the multifaceted conceptual and applied dimensions of digital transformation and integrating them into a single, unifying framework. Based on a synthesis of extensive yet fragmented literature and feedback from domain experts, we present a conceptual map (i.e., a canvas) for successful digital transformation initiatives. In addition, we identify the key elements through which one can lead implementation (i.e., roles, competencies, behaviors, and enablers). The article contributes both to academia—by advancing the meaning and constituent factors of digital transformation—and practitioners, with the formulation of a conceptual tool for managers engaged in a systemic design of digital transformation initiatives.</p></div>","PeriodicalId":48347,"journal":{"name":"Business Horizons","volume":"67 4","pages":"Pages 381-398"},"PeriodicalIF":5.8,"publicationDate":"2024-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0007681324000454/pdfft?md5=4ad871d8151886ceeeddeeacfc380a55&pid=1-s2.0-S0007681324000454-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140405853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-29DOI: 10.1016/j.bushor.2024.03.006
Gustavo de Paula Pereira , Janine Fleith de Medeiros , Camila Kolling , José Luis Duarte Ribeiro , Donato Morea , Gianpaolo Iazzolino
Financial institutions operate in a competitive, complex, and uncertain environment. A series of changes—many accelerated by the COVID-19 pandemic—demand innovative movements from the organizations that operate in the sector. The emergence of new business models (e.g., fintecs) requires a realignment of the capabilities of traditional organizations, such as banks. Indeed, internal adaptations and the formulation of market strategies focused on a digital user are part of the current narrative. But how can it be executed? This article explores the relationship between dynamic capabilities and digital transformation. In summary, we present insights about how dynamic capabilities can drive innovation in traditional financial institutions based on the challenges brought by digital transformation. Starting from a Brazilian case study, we identified that external and internal contextual factors—especially the political-legal environment and cultural and governance issues—are necessary for stimulating the dynamic capabilities that should be addressed for digital transformation. Finally, we propose a framework that summarizes how dynamic capabilities enable the guidance of traditional banks amid challenges caused by digital transformation.
{"title":"Using dynamic capabilities to cope with digital transformation and boost innovation in traditional banks","authors":"Gustavo de Paula Pereira , Janine Fleith de Medeiros , Camila Kolling , José Luis Duarte Ribeiro , Donato Morea , Gianpaolo Iazzolino","doi":"10.1016/j.bushor.2024.03.006","DOIUrl":"10.1016/j.bushor.2024.03.006","url":null,"abstract":"<div><p>Financial institutions operate in a competitive, complex, and uncertain environment. A series of changes—many accelerated by the COVID-19 pandemic—demand innovative movements from the organizations that operate in the sector. The emergence of new business models (e.g., fintecs) requires a realignment of the capabilities of traditional organizations, such as banks. Indeed, internal adaptations and the formulation of market strategies focused on a digital user are part of the current narrative. But how can it be executed? This article explores the relationship between dynamic capabilities and digital transformation. In summary, we present insights about how dynamic capabilities can drive innovation in traditional financial institutions based on the challenges brought by digital transformation. Starting from a Brazilian case study, we identified that external and internal contextual factors—especially the political-legal environment and cultural and governance issues—are necessary for stimulating the dynamic capabilities that should be addressed for digital transformation. Finally, we propose a framework that summarizes how dynamic capabilities enable the guidance of traditional banks amid challenges caused by digital transformation.</p></div>","PeriodicalId":48347,"journal":{"name":"Business Horizons","volume":"67 4","pages":"Pages 317-330"},"PeriodicalIF":5.8,"publicationDate":"2024-03-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0007681324000442/pdfft?md5=b365777866a05090849b3dc712aba86f&pid=1-s2.0-S0007681324000442-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140399551","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-21DOI: 10.1016/j.bushor.2024.03.003
Chatbots such as ChatGPT are conversational agents that play an important role in many sectors. They are highly sophisticated artificial intelligence (AI) agents increasingly integrated into organizational functions ranging from customer support to recruitment and professional development. Alongside the increasing adoption of chatbots is an increasing focus on diversity, equity, and inclusion (DEI). This article presents a series of chatbot examples and discusses their associated DEI implications, such as those related to AI bias. From the cases reviewed in this article, we extract a framework of DEI safeguards, which includes input safeguards, design safeguards, and functional safeguards. This framework can be used by those involved in developing AI based chatbots or managing their use to ensure that chatbots support, rather than weaken, organizational DEI initiatives and strategies.
聊天机器人(如 ChatGPT)是一种会话代理,在许多领域都发挥着重要作用。它们是高度复杂的人工智能(AI)代理,越来越多地融入从客户支持到招聘和职业发展等组织职能中。在越来越多地采用聊天机器人的同时,人们也越来越关注多样性、公平性和包容性(DEI)。本文介绍了一系列聊天机器人案例,并讨论了它们对多元化、公平和包容(DEI)的相关影响,例如与人工智能偏见相关的影响。从本文回顾的案例中,我们提炼出一个 DEI 保障框架,其中包括输入保障、设计保障和功能保障。该框架可供参与开发人工智能聊天机器人或管理其使用的人员使用,以确保聊天机器人支持而非削弱组织的 DEI 计划和战略。
{"title":"A framework of diversity, equity, and inclusion safeguards for chatbots","authors":"","doi":"10.1016/j.bushor.2024.03.003","DOIUrl":"10.1016/j.bushor.2024.03.003","url":null,"abstract":"<div><p><span><span>Chatbots such as </span>ChatGPT<span> are conversational agents that play an important role in many sectors. They are highly sophisticated </span></span>artificial intelligence<span> (AI) agents increasingly integrated into organizational functions ranging from customer support to recruitment and professional development. Alongside the increasing adoption of chatbots is an increasing focus on diversity, equity, and inclusion (DEI). This article presents a series of chatbot examples and discusses their associated DEI implications, such as those related to AI bias. From the cases reviewed in this article, we extract a framework of DEI safeguards, which includes input safeguards, design safeguards, and functional safeguards. This framework can be used by those involved in developing AI based chatbots or managing their use to ensure that chatbots support, rather than weaken, organizational DEI initiatives and strategies.</span></p></div>","PeriodicalId":48347,"journal":{"name":"Business Horizons","volume":"67 5","pages":"Pages 487-498"},"PeriodicalIF":5.8,"publicationDate":"2024-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140269838","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-20DOI: 10.1016/j.bushor.2024.03.001
Advances in large language model (LLM) technology enable chatbots to generate and analyze content for our work. Generative chatbots do this work by predicting responses rather than knowing the meaning of their responses. In other words, chatbots can produce coherent-sounding but inaccurate or fabricated content, referred to as hallucinations. When humans uncritically use this untruthful content, it becomes what we call botshit. This article focuses on how to use chatbots for content generation work while mitigating the epistemic (i.e., the process of producing knowledge) risks associated with botshit. Drawing on risk management research, we introduce a typology framework that orients how chatbots can be used based on two dimensions: response veracity verifiability and response veracity importance. The framework identifies four modes of chatbot work (authenticated, autonomous, automated, and augmented) with a botshit-related risk (ignorance, miscalibration, routinization, and black boxing). We describe and illustrate each mode and offer advice to help chatbot users guard against the botshit risks that come with each mode.
{"title":"Beware of botshit: How to manage the epistemic risks of generative chatbots","authors":"","doi":"10.1016/j.bushor.2024.03.001","DOIUrl":"10.1016/j.bushor.2024.03.001","url":null,"abstract":"<div><p>Advances in large language model (LLM) technology enable chatbots to generate and analyze content for our work. Generative chatbots do this work by predicting responses rather than knowing the meaning of their responses. In other words, chatbots can produce coherent-sounding but inaccurate or fabricated content, referred to as <em>hallucinations</em>. When humans uncritically use this untruthful content, it becomes what we call <em>botshit</em>. This article focuses on how to use chatbots for content generation work while mitigating the <em>epistemic</em> (i.e., the process of producing knowledge) risks associated with botshit. Drawing on risk management research, we introduce a typology framework that orients how chatbots can be used based on two dimensions: response veracity verifiability and response veracity importance. The framework identifies four modes of chatbot work (<em>authenticated</em>, <em>autonomous</em>, <em>automated</em>, and <em>augmented</em>) with a botshit-related risk (<em>ignorance</em>, <em>miscalibration</em>, <em>routinization,</em> and <em>black boxing</em>). We describe and illustrate each mode and offer advice to help chatbot users guard against the botshit risks that come with each mode.</p></div>","PeriodicalId":48347,"journal":{"name":"Business Horizons","volume":"67 5","pages":"Pages 471-486"},"PeriodicalIF":5.8,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141528633","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-20DOI: 10.1016/j.bushor.2024.03.002
Generative artificial intelligence (GenAI) has long been considered a technology for the future. With the release of the chatbot ChatGPT 4, many now feel the future has arrived. Long in gestation, this new technology promises many benefits to humankind, but worries persist that as AI technology scales and comes to rival or exceed human intelligence, the servant may become the master. Amid such hyperbole, the more nuanced trajectories of this technology have been neglected. In this article, we use the Trajectories of Technology (ToT) framework developed by Berthon and colleagues to explore the disparate paths that AI has taken and will take in the coming years, especially in the form of chatbots. This framework provides managers with a conceptual tool to strategically plan for the enormous promises and perils of AI in general and of chatbots specifically.
{"title":"Trajectories of AI technologies: Insights for managers","authors":"","doi":"10.1016/j.bushor.2024.03.002","DOIUrl":"10.1016/j.bushor.2024.03.002","url":null,"abstract":"<div><p>Generative artificial intelligence (GenAI) has long been considered a technology for the future. With the release of the chatbot ChatGPT 4, many now feel the future has arrived. Long in gestation, this new technology promises many benefits to humankind, but worries persist that as AI technology scales and comes to rival or exceed human intelligence, the servant may become the master. Amid such hyperbole, the more nuanced trajectories of this technology have been neglected. In this article, we use the Trajectories of Technology (ToT) framework developed by Berthon and colleagues to explore the disparate paths that AI has taken and will take in the coming years, especially in the form of chatbots. This framework provides managers with a conceptual tool to strategically plan for the enormous promises and perils of AI in general and of chatbots specifically.</p></div>","PeriodicalId":48347,"journal":{"name":"Business Horizons","volume":"67 5","pages":"Pages 461-470"},"PeriodicalIF":5.8,"publicationDate":"2024-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0007681324000284/pdfft?md5=dcd25f37a891ea08b2e87a5c20d423e7&pid=1-s2.0-S0007681324000284-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140283337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2024-03-01DOI: 10.1016/j.bushor.2024.02.012
Traci Sitzmann, Shoshana Schwartz
While a proliferation of management practices have been implemented in organizations in recent decades to create equitable and high performing workforces, there has been little to no progress toward diverse managerial representation during this timeframe. Our review contrasts the effectiveness of management practices for increasing diverse representation in management with how often these practices are utilized in organizations, centrally implicating ineffective management practices for the slow pace of change in diversifying managerial ranks. Specifically, we unveil that organizations predominantly implement ineffective and counterproductive practices that undermine managerial diversity while infrequently implementing practices that increase managerial diversity. For example, paid diversity roles (e.g., chief diversity officer), formal mentoring programs, and DEI-focused recruitment are among the most effective practices but are infrequently implemented in organizations. In contrast, diversity and harassment training and grievance procedures are frequently utilized in organizations but are negatively related to diverse representation. We also provide examples of organizations implementing multiple effective practices and making meaningful progress toward diversifying their workforces.
近几十年来,各组织实施了大量管理实践,以建立公平和高绩效的员工队伍,但在这一时期,在实现管理人员多元化方面几乎没有取得任何进展。我们的研究对比了管理实践在提高管理层多元化代表性方面的有效性,以及这些实践在组织中的使用频率,并将无效的管理实践与管理队伍多元化变革步伐缓慢联系在一起。具体而言,我们揭示出,各组织主要实施的是破坏管理多样性的无效且适得其反的做法,而很少实施增加管理多样性的做法。例如,带薪的多元化职位(如首席多元化官)、正式的指导计划和以 DEI 为重点的招聘都是最有效的做法,但却很少在组织中实施。与此相反,多样性和骚扰培训以及申诉程序在各组织中经常使用,但却与多元化代表性呈负相关。我们还提供了一些组织实施多种有效做法并在实现员工队伍多元化方面取得有意义进展的实例。
{"title":"Why is progress toward diverse representation so slow? Contrasting management practices’ prevalence versus effectiveness for achieving diverse representation","authors":"Traci Sitzmann, Shoshana Schwartz","doi":"10.1016/j.bushor.2024.02.012","DOIUrl":"https://doi.org/10.1016/j.bushor.2024.02.012","url":null,"abstract":"While a proliferation of management practices have been implemented in organizations in recent decades to create equitable and high performing workforces, there has been little to no progress toward diverse managerial representation during this timeframe. Our review contrasts the effectiveness of management practices for increasing diverse representation in management with how often these practices are utilized in organizations, centrally implicating ineffective management practices for the slow pace of change in diversifying managerial ranks. Specifically, we unveil that organizations predominantly implement ineffective and counterproductive practices that undermine managerial diversity while infrequently implementing practices that increase managerial diversity. For example, paid diversity roles (e.g., chief diversity officer), formal mentoring programs, and DEI-focused recruitment are among the most effective practices but are infrequently implemented in organizations. In contrast, diversity and harassment training and grievance procedures are frequently utilized in organizations but are negatively related to diverse representation. We also provide examples of organizations implementing multiple effective practices and making meaningful progress toward diversifying their workforces.","PeriodicalId":48347,"journal":{"name":"Business Horizons","volume":"102 1","pages":""},"PeriodicalIF":7.4,"publicationDate":"2024-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140054853","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}