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The purpose of this study is to consolidate existing research on ‘service networks’ and to frame this literature as a new ‘context for learning’. Research from inter-organizational learning is used to qualify this consolidation and advances from inter-organizational learning are used to operationalize how service network actors in this new context can organize for inter-organizational learning to create more value for themselves and their customers.

By conceptualizing the learning context of a service network and the interrelated dimensions, an overview of the learning challenges for improved service performance is provided.

Inspired by the service triangle, the proposed framework highlights the learning challenges among two or more actors and the knowledge and skills needed for them to organize the service network. To build a collaboration characterized by trust, behaviors associated with transparency and receptivity are argued to be imperative.

The framework can increase the opportunities for inter-organizational learning in a service network. Knowing the learning context and the challenges associated with this learning allows for a more accurate intervention and allocation of resources to improve service network performance.

The novelty lies in the consolidation of the literature of service networks and the extension of the literature on inter-organizational learning hereto.

The Organizational Leadership class is a staple in most undergraduate and graduate management curricula. Faculty teaching leadership courses recognize the need for experiential learning, but often struggle to find meaningful and manageable learning opportunities. Based on the high-impact practices of service and community-based learning, we offer three high-impact experiences designed to complement an organizational leadership course. These experiences utilize experiential learning to reinforce the critical leadership skills of demonstrate empathy, professional networking, and lifelong self-development. These experiences, coupled with self-reflection, enable students to grow their leadership capability while building demonstrable professional skills.

This article explores the value of engaging a hybrid learning strategy in a micro-enterprise setting when responding to a global pandemic. The research question asks: “Does a hybrid learning strategy enhance a micro-enterprise's response to extreme events?”.

A micro-enterprise owner–manager (OM) reflects on their experience running a business during the coronavirus disease 2019 (COVID-19) pandemic, which resulted in the complete decimation of the organization’s revenue stream in early 2020. Captured in conversation with an academic peer, these practitioner insights provide valuable case evidence relating to micro-enterprise response to extreme commercial events, such as a global pandemic.

The journey from initial survival-mode to emergent market opportunity recognition and subsequent growth is recorded. The paper contributes to the limited research on the impact of learning strategy plans on micro-enterprise crisis response strategies and provides insights into the value of engaging a hybrid learning strategy when responding to a significant external business shock.

Drawing from these insights, the authors offer a literature-informed framework from which to consider the dynamics of an adaptive strategic response in a micro-enterprise setting, offering a means through which micro-enterprises can plan for and respond to extreme events in the future.

Scholars of leadership education have recently called for more “practice fields” that combine leadership experience with deliberate instruction, reflection, and feedback. The value of experience and reflection toward leadership development is widely espoused; yet, few studies assess best practices for their integration within leadership education. Through an assessment of a curricular-based peer mentor program, this article offers a potential model for a successful leadership practice field. Based on an analysis of student feedback, several features of the program are noted for their correlation with leadership learning and developmental gains.

The overwhelming rise of leadership learning programs and experiences within higher education merits the exploration and identification of best practices, reduction of limiting educational methodologies, and strategies for promoting efficient and effective leadership education has never been greater. This study explores the barriers inherent to leadership learning environments from the learner, environmental, and instructor perspectives. Qualitative interviews of leadership faculty members allowed for naturalistic themes to emerge. The transferable findings suggest that best teaching practices, including positive student-instructor relationships, critical reflection, adaptive leadership application within real-world settings, will have profound implications on the ever-growing field of leadership education and the development of the leadership learner.

We introduce diverse definitions of leadership and its evolutionary history and then we integrate this idea network: strategic thinking, high-trust leadership, blended learning, and disruptive innovation. Following the lead of Marx’s (2014) model of Teaching Leadership and Strategy and Rehm’s (2014) model of High School Student Leadership Development, we identify how the Holland and Piper (2014) Technology Integration Education (TIE) model serves as a complementary guide for assessing the leadership performance of preservice teachers, who will be educating future K-12 leaders. We identify 20 research questions that education colleges and schools can use as evidence-based management in their undergraduate courses and their doctoral programs in education leadership. We conclude by recommending the special leadership role that colleges and schools of education play in sustaining democracy.

The purpose of the study is to investigate how the processes of exploration and exploitation have developed in parallel in the literature of organizational ambidexterity and organizational learning, since James March published his seminal paper in 1991. The goal of the paper is to provide a synthesis of exploration and exploitation based on the two areas of literature.

The study is conceptual and no empirical data have been used.

The study advances current understanding of exploration and exploitation by building a new model for organizational ambidexterity that takes into account multiple levels of learning, perspectives from absorptive capacity and inter-organizational learning.

The study’s novelty lies in the creation and discussion of a synthesis of exploration and exploitation stemming from organizational ambidexterity and organizational learning.

The purpose of this paper is to present an analytical review of the educational innovation field in the USA. It outlines classification of innovations, discusses the hurdles to innovation, and offers ways to increase the scale and rate of innovation-based transformations in the education system.

The paper is based on a literature survey and author research.

US education badly needs effective innovations of scale that can help produce the needed high-quality learning outcomes across the system. The primary focus of educational innovations should be on teaching and learning theory and practice, as well as on the learner, parents, community, society, and its culture. Technology applications need a solid theoretical foundation based on purposeful, systemic research, and a sound pedagogy. One of the critical areas of research and innovation can be cost and time efficiency of the learning.

Several practical recommendations stem out of this paper: how to create a base for large-scale innovations and their implementation; how to increase effectiveness of technology innovations in education, particularly online learning; how to raise time and cost efficiency of education.

Innovations in education are regarded, along with the education system, within the context of a societal supersystem demonstrating their interrelations and interdependencies at all levels. Raising the quality and scale of innovations in education will positively affect education itself and benefit the whole society.

Originality is in the systemic approach to education and educational innovations, in offering a comprehensive classification of innovations; in exposing the hurdles to innovations, in new arguments about effectiveness of technology applications, and in time efficiency of education.

With the rapid transition of education from the traditional, classroom- or campus-based to the online format, there grows a need for not only taking advantage of online technology but also assessing actual and potential effects it can make on the learners, learning, education, and society. One of the risks inherent in online learning is its growing formalization both in the organization of the learning and in its process, which may gravely affect students’ learning, health, cognition, behavior and quality of the learning outcomes. It can also produce serious implications for the society. This article investigates the origins of formalization, its forms and stages, and discusses asynchronous, precision, and automated learning formats from this perspective. Among many issues, the impact of formalization on the learner's development and socialization is considered. The author offers a pragmatic solution for deformalization of online learning.

Qualitative analysis of contemporary research literature, educational trends and practices.

It was found that formalism permeates online education in many ways. It is present in asynchronous, precise and automated learning and may produce significant impact on students, their learning, and society.

This is a qualitative research based on the analysis of current research literature and teaching practices.

While formalism in education is an unavoidable evil, its impact must be diminished. Critical analysis and practical recommendations offered may help improve online teaching and learning.

Formalism affects both students' socialization in the online learning environment, and patterns of socialization in the society. It also impacts students’ cognition and behaviors. So, counteracting formalism may benefit the society's well-being.

The authors could not find any publications on this topic. So this is an original material which may contribute to improving online teaching and learning.

In this study, the authors propose a novel digital twinning approach specifically designed for controlling transient thermal systems. The purpose of this study is to harness the combined power of deep learning (DL) and physics-based methods (PBM) to create an active virtual replica of the physical system.

To achieve this goal, we introduce a deep neural network (DNN) as the digital twin and a Finite Element (FE) model as the physical system. This integrated approach is used to address the challenges of controlling an unsteady heat transfer problem with an integrated feedback loop.

The results of our study demonstrate the effectiveness of the proposed digital twinning approach in regulating the maximum temperature within the system under varying and unsteady heat flux conditions. The DNN, trained on stationary data, plays a crucial role in determining the heat transfer coefficients necessary to maintain temperatures below a defined threshold value, such as the material’s melting point. The system is successfully controlled in 1D, 2D and 3D case studies. However, careful evaluations should be conducted if such a training approach, based on steady-state data, is applied to completely different transient heat transfer problems.

The present work represents one of the first examples of a comprehensive digital twinning approach to transient thermal systems, driven by data. One of the noteworthy features of this approach is its robustness. Adopting a training based on dimensionless data, the approach can seamlessly accommodate changes in thermal capacity and thermal conductivity without the need for retraining.