Assessment of digital transformation challenges for business model innovation in the context of higher education institutions using a decision support approach

IF 15.6 1区 管理学 Q1 BUSINESS
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Abstract

Higher education plays a central role in the current digital revolution. This sector is experiencing a constant process of digital transformation (DT) that is expected to produce substantial instabilities in the currently used business tools. However, the literature still lacks research investigating how the business tools are innovated from the perspective of “higher education institutions (HEIs)” while considering the impact of DT on this process. To deal with the concern, this paper identifies the major impressions of DT on the business model provided by HEIs, using means of a fuzzy decision-making tool. To this end, the current paper integrated three previously-proposed methods, i.e., the “intuitionistic fuzzy sets (IFSs)”, the “method based on the removal effects of criteria (MEREC)”, the “rank sum (RS)”, and the “additive ratio assessment (ARAS)” into a new decision-making framework called IF-MEREC-RS-ARAS. In the proposed hybrid method, IF-MEREC-RS is responsible for computing the objective-subjective weighting of the key DT challenges that arise for “business model innovation (BMI)” in the perspective of HEIs. In addition, IF-ARAS evaluates the HEIs’ preferences over various DT challenges for BMI in the context of HEIs. This research also involves an empirical case study for the assessment of the major DT challenges that arise for BMI in HEIs. To end, a number of comparisons and sensitivity discussions were carried out to compare the performance of the introduced model with that of other models. The findings confirmed the higher effectiveness of the developed model in terms of the tasks defined.

利用决策支持方法评估高等教育机构业务模式创新面临的数字化转型挑战
高等教育在当前的数字化革命中发挥着核心作用。该行业正在经历一个持续的数字化转型(DT)过程,预计将对当前使用的业务工具产生巨大的不稳定性。然而,文献中仍然缺乏从 "高等教育机构(HEIs)"的角度来研究如何创新业务工具,同时考虑 DT 对这一过程的影响。为了解决这一问题,本文利用模糊决策工具,确定了 DT 对高等院校提供的商业模式的主要影响。为此,本文将之前提出的三种方法,即 "直觉模糊集(IFS)"、"基于标准去除效应的方法(MEREC)"、"等级总和(RS)"和 "加法比率评估(ARAS)",整合到一个新的决策框架中,称为 IF-MEREC-RS-ARAS。在所提出的混合方法中,IF-MEREC-RS 负责计算高等院校视角下 "商业模式创新(BMI)"所面临的关键 DT 挑战的主客观权重。此外,IF-ARAS 还评估高等院校对商业模式创新所面临的各种技术挑战的偏好。这项研究还包括一项实证案例研究,以评估高校中出现的针对 BMI 的主要技术挑战。最后,还进行了一些比较和敏感性讨论,以比较所引入模型与其他模型的性能。研究结果证实,就所定义的任务而言,所开发的模型具有更高的有效性。
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来源期刊
CiteScore
16.10
自引率
12.70%
发文量
118
审稿时长
37 days
期刊介绍: The Journal of Innovation and Knowledge (JIK) explores how innovation drives knowledge creation and vice versa, emphasizing that not all innovation leads to knowledge, but enduring innovation across diverse fields fosters theory and knowledge. JIK invites papers on innovations enhancing or generating knowledge, covering innovation processes, structures, outcomes, and behaviors at various levels. Articles in JIK examine knowledge-related changes promoting innovation for societal best practices. JIK serves as a platform for high-quality studies undergoing double-blind peer review, ensuring global dissemination to scholars, practitioners, and policymakers who recognize innovation and knowledge as economic drivers. It publishes theoretical articles, empirical studies, case studies, reviews, and other content, addressing current trends and emerging topics in innovation and knowledge. The journal welcomes suggestions for special issues and encourages articles to showcase contextual differences and lessons for a broad audience. In essence, JIK is an interdisciplinary journal dedicated to advancing theoretical and practical innovations and knowledge across multiple fields, including Economics, Business and Management, Engineering, Science, and Education.
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