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Role of perceived threats and knowledge management in shaping generative AI use in education and its impact on social sustainability 感知到的威胁和知识管理在塑造人工智能在教育中的生成性应用中的作用及其对社会可持续性的影响
IF 6 2区 管理学 Q1 BUSINESS Pub Date : 2024-11-30 DOI: 10.1016/j.ijme.2024.101105
Mostafa Al-Emran , Noor Al-Qaysi , Mohammed A. Al-Sharafi , Mana Khoshkam , Behzad Foroughi , Morteza Ghobakhloo
Despite the rapid advancement and integration of Generative AI in various sectors, understanding its role in promoting social sustainability, particularly within the educational domain, remains unexplored. This research is propelled by the urgent need to explore this underexamined area, especially given the critical importance of social sustainability in ensuring equitable and inclusive educational outcomes. To address this gap, this study develops an integrated model that combines the insights of the Technology Threat Avoidance Theory (TTAT), the Technology-Environmental, Economic, and Social Sustainability Theory (T-EESST), and key knowledge management (KM) factors (knowledge acquisition and knowledge application). Using PLS-SEM, the proposed model was evaluated based on data collected through an online survey from 378 university students. The results showed that while perceived threats have a significant negative impact on Generative AI use, knowledge acquisition and knowledge application emerge as critical drivers for its effective use. Interestingly, using Generative AI was found to promote social sustainability significantly and positively. In addition to its theoretical contributions, this study underscores the need for a nuanced understanding of the barriers and enablers of Generative AI adoption, offering valuable insights for various stakeholders aiming to leverage AI tools for sustainable educational outcomes.
尽管生成式人工智能在各个领域的快速发展和整合,但了解其在促进社会可持续性方面的作用,特别是在教育领域,仍未得到探索。迫切需要探索这一未被充分研究的领域,特别是考虑到社会可持续性在确保公平和包容性教育成果方面的至关重要性,推动了这项研究。为了解决这一差距,本研究开发了一个集成模型,该模型结合了技术威胁避免理论(TTAT)、技术-环境、经济和社会可持续性理论(T-EESST)和关键知识管理(KM)因素(知识获取和知识应用)的见解。利用PLS-SEM对378名大学生的在线调查数据进行了评估。结果表明,虽然感知到的威胁对生成式人工智能的使用产生了重大的负面影响,但知识获取和知识应用成为有效使用其的关键驱动因素。有趣的是,使用生成式人工智能被发现可以显著和积极地促进社会可持续性。除了其理论贡献外,本研究还强调了对采用生成式人工智能的障碍和推动因素进行细致入微的理解的必要性,为旨在利用人工智能工具实现可持续教育成果的各种利益相关者提供了有价值的见解。
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引用次数: 0
Influence of green practices on environmental consciousness of management students for perceived financial well-being 绿色实践对管理专业学生环境意识的影响
IF 6 2区 管理学 Q1 BUSINESS Pub Date : 2024-11-30 DOI: 10.1016/j.ijme.2024.101091
Pushpa Negi , Anand Jaiswal , Navita Nathani
This study explores the relationship between green practices, environmental consciousness, and perceived financial well-being among management students, focusing on pursuing postgraduate students from the Delhi region in India. Twenty-five semi-structured interviews were conducted between January 2024 to March 2024 and the data were coded and analyzed using NVivo 14 to identify key themes and sentiments. Aligned with the Theory of Planned Behavior, Social Identity Theory, and PERMA theory, the study presents a novel framework for understanding green practices, environmental consciousness, and financial well-being to integrate with management education. The study identified 17 themes indicating that green practices contribute to raising environmental consciousness among students, thereby shaping their perceived financial well-being. The study highlights the importance of integrating sustainability education into the management education curriculum to prepare future business leaders for sustainable practices. The findings of the study offer insights for educators, academicians, businesses, policymakers, and researchers aiming to align strategies with management student preferences, promoting sustainable business practices and leadership.
本研究探讨了绿色实践、环境意识和管理专业学生的财务状况之间的关系,重点研究了来自印度德里地区的研究生。在2024年1月至2024年3月期间进行了25次半结构化访谈,使用NVivo 14对数据进行编码和分析,以确定关键主题和情绪。与计划行为理论、社会认同理论和PERMA理论相结合,本研究提出了一个新的框架来理解绿色实践、环境意识和财务福利,并将其与管理教育相结合。该研究确定了17个主题,表明绿色实践有助于提高学生的环境意识,从而塑造他们的财务状况。该研究强调了将可持续发展教育纳入管理教育课程的重要性,为未来的商业领袖做好可持续发展实践的准备。这项研究的结果为教育工作者、学者、企业、政策制定者和研究人员提供了见解,旨在使战略与管理学生的偏好保持一致,促进可持续的商业实践和领导力。
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引用次数: 0
A concentric locus of control and triple bottom line model for responsible management: Theory development inspired by students from the Global South 负责任管理的同心控制点和三重底线模型:受全球南部学生启发的理论发展
IF 6 2区 管理学 Q1 BUSINESS Pub Date : 2024-11-27 DOI: 10.1016/j.ijme.2024.101083
Stephen Thomas Homer , Weng Marc Lim , Wai Chuen Poon
Responsible management education is often viewed from an educator's rather than a student's perspective, as well as from a Global North rather than a Global South viewpoint. Addressing these gaps, this study aims to explore responsible management education through student perspectives from a Southeast Asian country. Utilizing online platforms and university channels, we recruited 542 students, with 492 valid responses analyzed. Analyzing the students' responses using keyword co-occurrence mapping, we identified a set of thematic clusters that reflect key aspects of responsible management: society, environment, company, business and responsibility, business decision, thing, and goal. These clusters were thematically grouped into a modified triple bottom line for responsible management, comprising organizational (which includes economic and ethical considerations), social, and environmental components. This grouping underscores the importance of economic considerations, ethical decision-making, environmental stewardship, and societal wellbeing in management practice. Building on these findings, we incorporate management—the final component emerging from the clusters—to propose a novel model that merges the triple bottom line with locus of control, forming concentric circles that offer a more robust lens for managerial decision-making. This model highlights the varying levels of control and influence managers have over organizational, social, and environmental aspects, providing a new approach for integrating responsible management into organizational leadership taught through responsible management education. Our study thus makes a significant contribution to advancing responsible management education theory and practice by incorporating student perspectives from the Global South and introducing an innovative model—the concentric locus of control and triple bottom line model—that can be used in responsible management education to shape the managerial outlook of future business leaders.
负责任的管理教育往往是从教育者而非学生的角度,以及从全球北方而非全球南方的角度来看待的。为了弥补这些不足,本研究旨在从东南亚国家学生的视角探讨责任管理教育。利用在线平台和大学渠道,我们招募了 542 名学生,分析了 492 份有效回复。通过关键词共现图谱分析学生的回答,我们确定了一组反映责任管理关键方面的主题集群:社会、环境、公司、商业与责任、商业决策、事情和目标。这些专题组被归纳为经过修改的责任管理三重底线,包括组织(包括经济和道德考量)、社会和环境因素。这一分组强调了管理实践中经济考量、道德决策、环境管理和社会福祉的重要性。在这些研究结果的基础上,我们将管理--从分组中产生的最后一个组成部分--纳入其中,提出了一个新颖的模型,该模型将三重底线与控制点相结合,形成了一个同心圆,为管理决策提供了一个更有力的视角。该模型强调了管理者对组织、社会和环境方面的不同程度的控制和影响,为通过责任管理教育将责任管理融入组织领导力提供了一种新方法。因此,我们的研究为推动责任管理教育理论和实践做出了重要贡献,它纳入了来自全球南部的学生观点,并引入了一个创新模型--同心控制点和三重底线模型--该模型可用于责任管理教育,以塑造未来商业领袖的管理观。
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引用次数: 0
Addressing the paradox in entrepreneurial education's impacts 解决创业教育影响方面的悖论
IF 6 2区 管理学 Q1 BUSINESS Pub Date : 2024-11-26 DOI: 10.1016/j.ijme.2024.101092
Richard J. Arend, Ali Fehmi Unal, Richard Bilodeau
Does entrepreneurship education matter? We answer this overarching question based on a recent empirical study of how such training impacts personal, firm-level, and societal outcomes over a wide range of organizations where it has been applied. The analysis provides a better understanding of the current contrast between entrepreneurial education's significant positive micro-level effects and its lack of significant effects at the macro-level (e.g., in national start-up rates). We base the results on a survey of students who graduated from formal entrepreneurship programs in the last decade; we ask them about their education, their individual entrepreneurial performance at whatever organizations they then contributed to, that organization's performance, and several other outcomes of interest to society (e.g., innovations). We find not only the usual contrast in micro- and macro-level effects, but also new results in between – i.e., at the organizational level where it appears educational benefits begin to dissipate. We then use these results to not only generate a set of relevant possible explanations, including a novel narrative for that current contrast based on a solid analogy, but also to propose several new recommendations to improve the outcomes studied.
创业教育重要吗?我们根据最近的一项实证研究回答了这一首要问题,该研究探讨了创业培训如何影响个人、企业和社会的成果,研究范围涵盖了广泛的创业培训机构。通过分析,我们可以更好地理解当前创业教育在微观层面产生的显著积极影响与在宏观层面(如全国创业率)缺乏显著影响之间的反差。我们以对过去十年间从正规创业课程毕业的学生的调查为基础,询问了他们所受的教育、他们在所供职的组织中的个人创业表现、该组织的表现以及其他一些社会关注的结果(如创新)。我们不仅发现了微观和宏观层面效应的常见对比,还发现了介于两者之间的新结果--即在组织层面,教育效益似乎开始消散。然后,我们利用这些结果,不仅提出了一系列相关的可能解释,包括在可靠类比的基础上对当前的反差进行了新的叙述,还提出了几项新的建议,以改善所研究的结果。
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引用次数: 0
Developing the critical thinking skills of first year accounting students with an active learning intervention 通过主动学习干预培养会计专业一年级学生的批判性思维能力
IF 6 2区 管理学 Q1 BUSINESS Pub Date : 2024-11-22 DOI: 10.1016/j.ijme.2024.101086
Mareli Rossouw, Gretha Steenkamp
Business graduates need advanced critical thinking abilities. Critical thinking is best taught as part of the core technical business curriculum and preferably early in the academic programme. Using action research, the researchers designed and tested the effectiveness of an intervention which sought to develop first-year accounting students' critical thinking abilities as part of their core curriculum. The intervention included explicit teaching on critical thinking in accounting and various active learning exercises (both in the classroom and after class), using a flipped classroom approach, simulations, reflection, real-life or practical examples and student feedback. All 459 registered students were exposed to the critical thinking intervention, and evidence of enhanced student engagement was noted. The effectiveness of the intervention was tested using a one-group pre-test-post-test pre-experimental design, using an accounting-related custom-designed critical thinking measurement tool. A total of 95 pre-test and 72 post-test student responses were statistically analysed (voluntary participation in the study reduced the number of participants below the 459 registered students). Participants' critical thinking scores showed a significant increase (p < 0.01) after the critical thinking intervention, indicating that the intervention was effective and that it is possible to develop first-year students’ critical thinking skills by engaging them in specialised active learning exercises. The unique value of our findings lie in detailing the intervention (which other business educators could employ when including similar interventions in their core modules), developing and piloting the accounting-related critical thinking measurement tool and using the tool (and other methods) to show that the intervention was effective.
商科毕业生需要高级批判性思维能力。批判性思维最好是作为核心技术商业课程的一部分来教授,而且最好是在学术课程的早期。研究人员采用行动研究法,设计并测试了一项干预措施的有效性,该措施旨在培养会计专业一年级学生的批判性思维能力,作为其核心课程的一部分。干预措施包括关于会计批判性思维的明确教学和各种主动学习练习(课堂和课后),采用翻转课堂方法、模拟、反思、真实生活或实际案例和学生反馈。所有 459 名注册学生都接受了批判性思维干预,有证据表明学生的参与度有所提高。干预措施的有效性采用了单组预实验-后实验-预实验设计,并使用了与会计相关的定制设计的批判性思维测量工具。共对 95 名前测和 72 名后测学生的回答进行了统计分析(自愿参与研究的学生人数低于 459 名注册学生)。在批判性思维干预后,参与者的批判性思维得分有了显著提高(p < 0.01),这表明干预是有效的,通过让一年级学生参与专门的主动学习练习,培养他们的批判性思维能力是可能的。我们的研究结果的独特价值在于详细介绍了干预措施(其他商科教育工作者在核心模块中加入类似干预措施时可以采用),开发并试用了与会计相关的批判性思维测量工具,并使用该工具(及其他方法)来证明干预措施是有效的。
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引用次数: 0
How can digital innovation capabilities of Chinese college students be cultivated? 如何培养中国大学生的数字创新能力?
IF 6 2区 管理学 Q1 BUSINESS Pub Date : 2024-11-01 DOI: 10.1016/j.ijme.2024.101085
Yangjie Huang , Jiali Zhang , Ying Xu , Yajing Bu
This study employs the competency theory model and utilizes Necessary Condition Analysis (NCA) and Fuzzy-set Qualitative Comparative Analysis (fsQCA) to analyze data from 71 excellent universities in mainland China, which host national-level innovation and entrepreneurship colleges and education practice bases. The research investigates how various elements combine to impact the digital innovation capabilities of college students. The study identifies three configurations that lead to high digital innovation capabilities among students and categorizes them into three modes: the capability-motivation combination mode, the internal-external linkage mode, and the capability-willingness combination mode. The findings provide valuable insights for universities in cultivating digital innovation talent.
本研究采用能力理论模型,运用必要条件分析法(NCA)和模糊集定性比较分析法(fsQCA),对中国大陆71所国家级创新创业学院和教育实践基地所在的优秀高校的数据进行分析。研究探讨了各种因素如何共同影响大学生的数字创新能力。研究发现了导致大学生高数字化创新能力的三种配置,并将其归纳为三种模式:能力-动机组合模式、内部-外部联系模式和能力-意愿组合模式。研究结果为高校培养数字创新人才提供了有价值的启示。
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引用次数: 0
Can generative AI motivate management students? The role of perceived value and information literacy 生成式人工智能能否激励管理专业学生?感知价值和信息素养的作用
IF 6 2区 管理学 Q1 BUSINESS Pub Date : 2024-11-01 DOI: 10.1016/j.ijme.2024.101082
Emily Maria K Jose , Akshara Prasanna , Bijay Prasad Kushwaha , Madhumita Das
Generative Artificial Intelligence (GenAI) is a disruptive technology that has started to be used among students in management education. However, the question is whether the utilisation of GenAI in educational settings stimulates students to engage in learning activities and broaden their knowledge base. Hence, this study investigates student motivation and perception of using GenAI (ChatGPT) technology in management education. A random sampling technique was employed to survey 478 students from various educational institutions in the southern region of India. The outcomes revealed that GenAI presents both prospects and hurdles in the domain of management education. The disruptive nature of this technology brings forth numerous opportunities for acquiring knowledge and augmenting one's cognitive capacity. Nonetheless, a cautious and accountable approach is imperative for the successful integration of GenAI into the of management education. Consequently, this study provides pragmatic implications for students, educators, and educational institutions. The effectiveness of GenAI in practical settings can be heightened by arranging interactive training sessions led by AI experts, devising easily accessible online educational modules, embedding AI proficiencies into educators through collaborative endeavors or specialized training programs, and establishing systematic assessment protocols to ensure continual improvement.
生成式人工智能(GenAI)是一种颠覆性技术,已开始在管理教育领域的学生中使用。然而,问题在于,在教育环境中使用 GenAI 是否能激发学生参与学习活动并拓宽他们的知识基础。因此,本研究调查了学生在管理教育中使用GenAI(ChatGPT)技术的动机和感知。研究采用随机抽样技术,对来自印度南部地区不同教育机构的 478 名学生进行了调查。调查结果显示,GenAI 在管理教育领域既有前景也有障碍。该技术的颠覆性为获取知识和提高认知能力带来了无数机会。然而,要将 GenAI 成功融入管理教育,必须采取谨慎和负责任的方法。因此,本研究为学生、教育工作者和教育机构提供了务实的启示。通过安排由人工智能专家主持的互动培训课程、设计易于访问的在线教育模块、通过合作努力或专门培训计划将人工智能技能植入教育工作者,以及建立系统的评估协议以确保持续改进,可以提高 GenAI 在实际环境中的有效性。
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引用次数: 0
The role of higher education in achieving sustainable development goals: An evaluation of motivation and capacity of Vietnamese institutions 高等教育在实现可持续发展目标中的作用:对越南高等教育机构的动力和能力的评估
IF 6 2区 管理学 Q1 BUSINESS Pub Date : 2024-11-01 DOI: 10.1016/j.ijme.2024.101088
Hoai Thi Mai Bui , Tung Bui , Binh Thai Pham
Amidst the pressing global challenges of environmental degradation and social inequality, the role of Higher Education Institutions (HEIs) in achieving the United Nations’ Sustainable Development Goals (SDGs) has become increasingly pivotal. This study examines the pedagogical strategies and engagement of Vietnamese HEIs with sustainability initiatives, focusing on how these institutions integrate sustainability into business and management education. Given that only nine out of 237 institutions in Vietnam have been recognized for significant contributions to sustainable development as of 2023, this inquiry is both timely and critical. The paper employs thematic analysis of qualitative interviews to identify four major themes: motivations for sustainable development, cultural factors and leadership vision, policy inconsistency, and internal communication. This study fills a notable gap in the existing literature by exploring both external determinants like policy frameworks and institutional capacities, as well as underexplored internal factors such as organizational culture, stakeholder awareness, and internal communication within the context of business education. The findings have significant implications for enhancing the role of HEIs in promoting sustainability through innovative teaching practices, effective policy implementation, and strategic leadership. The paper concludes by offering targeted recommendations for educators, policymakers, and administrators to bolster the integration of SDGs in Vietnamese HEIs, thereby contributing to global sustainability efforts.
在环境退化和社会不平等这些紧迫的全球性挑战中,高等教育机构(HEIs)在实现联合国可持续发展目标(SDGs)中的作用变得越来越重要。本研究探讨了越南高等院校的教学策略和参与可持续发展倡议的情况,重点关注这些院校如何将可持续发展融入商业和管理教育。鉴于截至 2023 年,越南 237 所院校中仅有 9 所因对可持续发展做出重大贡献而获得认可,本研究既及时又重要。本文通过对定性访谈进行主题分析,确定了四大主题:可持续发展的动机、文化因素和领导愿景、政策不一致以及内部沟通。本研究填补了现有文献的一个显著空白,既探讨了政策框架和机构能力等外部决定因素,也探讨了商业教育背景下组织文化、利益相关者意识和内部沟通等未充分探讨的内部因素。研究结果对加强高等院校通过创新教学实践、有效政策实施和战略领导促进可持续发展的作用具有重要意义。最后,本文为教育工作者、政策制定者和管理者提供了有针对性的建议,以促进可持续发展目标与越南高等院校的融合,从而为全球可持续发展做出贡献。
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引用次数: 0
Making sense of generative AI for assessments: Contrasting student claims and assessor evaluations 让生成式人工智能评估更有意义:对比学生诉求和评估员评价
IF 6 2区 管理学 Q1 BUSINESS Pub Date : 2024-11-01 DOI: 10.1016/j.ijme.2024.101081
Isabel Fischer , Simon Sweeney , Matthew Lucas , Neha Gupta
The rapid growth of generative AI usage in higher education has left educators looking urgently for insights into student usage and guidance on good practice. This case study examines an experiential exercise involving 118 postgraduate management students at a UK business school, where students were asked to write a 500-word reflection on their use of AI for a 2500-word essay-style assessment. Using sensemaking as a theoretical lens, we compare students' claims with assessors' evaluations of students' AI usage. Our findings indicate that students predominantly use generative AI for writing, paraphrasing, and rephrasing, rather than for fostering critical thinking or engaging in the more advanced stages of sensemaking, a level achieved by only one-tenth of the cohort. The consistency between this study's findings and pre-generative AI research suggests that higher education has yet to adapt adequately in ways to integrate AI to mitigate, rather than exacerbate, current sector deficiencies. We call on university leaders to develop institutional strategies that allow for effective and responsible integration of generative AI, and on educators to develop students' critical evaluation and academic writing skills that build on generative AI's affordances, with several specific recommendations made in this article.
生成式人工智能在高等教育中的使用迅速增长,使得教育工作者急需了解学生的使用情况,并为良好实践提供指导。本案例研究考察了英国一所商学院 118 名管理学研究生的体验活动,学生们被要求在 2500 字的论文式评估中,就他们对人工智能的使用写出 500 字的反思。我们以 "感性认识 "为理论视角,比较了学生的说法和评估者对学生使用人工智能的评价。我们的研究结果表明,学生主要将生成式人工智能用于写作、转述和重新措辞,而不是用于培养批判性思维或进行更高级阶段的感性创造,只有十分之一的学生达到了这一水平。本研究的结果与生成性人工智能之前的研究结果一致,这表明高等教育尚未充分适应人工智能的整合方式,以减轻而不是加剧当前部门的不足。我们呼吁大学领导者制定机构战略,以便有效、负责任地整合生成式人工智能,并呼吁教育工作者培养学生的批判性评价和学术写作技能,这些技能建立在生成式人工智能的能力之上,本文提出了几项具体建议。
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引用次数: 0
Incorporating augmented reality into teaching marketing strategies: Perspectives from business education teachers and students 将增强现实技术融入营销策略教学:商业教育师生的观点
IF 6 2区 管理学 Q1 BUSINESS Pub Date : 2024-11-01 DOI: 10.1016/j.ijme.2024.101080
Qiuhan Lin , Chinaza Solomon Ironsi
This study investigates the perceptions of business education instructors and their students regarding using augmented reality (AR) for teaching marketing strategies. Given the changes in education technologies in recent times, teaching strategies and approaches have changed. The study foresees that using AR, a digital resource essential for exposing students to real-life learning experiences, may improve students' learning experiences. The study employed a mixed-method research design to gather information from 112 individuals on the study's objectives. The researchers collected and evaluated data to investigate the participants' perspectives on utilizing augmented reality. The findings of this study reveal that although most studies assert that AR is effective in improving students' learning experiences, students and teachers acknowledged several drawbacks. This study indicates that if AR is used without effective teaching procedures and methodologies, it may not achieve the desired learning outcomes. Other findings were used to make conclusions on the study's objectives.
本研究调查了商业教育教师及其学生对使用增强现实技术(AR)教授营销策略的看法。鉴于近代教育技术的变化,教学策略和方法也发生了改变。本研究预见到,使用 AR 这一让学生接触真实学习体验的重要数字资源,可能会改善学生的学习体验。本研究采用了混合方法研究设计,就研究目标向 112 名个人收集信息。研究人员收集并评估了数据,以调查参与者对使用增强现实技术的看法。研究结果表明,虽然大多数研究都断言增强现实技术能有效改善学生的学习体验,但学生和教师也承认它存在一些缺点。本研究表明,如果在没有有效教学程序和方法的情况下使用增强现实技术,可能无法达到预期的学习效果。其他研究结果用于对研究目标做出结论。
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引用次数: 0
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International Journal of Management Education
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