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This research is about embedding service-based supply chain management (SCM) concepts in the education sector. Due to Canada's competitive education sector, the authors focus on Canadian universities.

The authors develop a framework for evaluating and forecasting university performance using data envelopment analysis (DEA) and artificial neural networks (ANNs) to assist education policymakers. The application of the proposed framework is illustrated based on information from 16 Canadian universities and by investigating their teaching and research performance.

The major findings are (1) applying the service SCM concept to develop a performance evaluation and prediction framework, (2) demonstrating the application of DEA-ANN for computing and predicting the efficiency of service SCM in Canadian universities, and (3) generating insights to enable universities to improve their research and teaching performances considering critical inputs and outputs.

This paper presents a new framework for universities' performance assessment and performance prediction. DEA and ANN are integrated to aid decision-makers in evaluating the performances of universities.

The findings suggest that higher education policymakers should monitor attrition rates at graduate and undergraduate levels and provide financial support to facilitate research and concentrate on Ph.D. programs. Additionally, the sensitivity analysis indicates that selecting inputs and outputs is critical in determining university rankings.

This research proposes a new integrated DEA and ANN framework to assess and forecast future teaching and research efficiencies applying the service supply chain concept. The findings offer policymakers insights such as paying close attention to the attrition rates of undergraduate and postgraduate programs. In addition, prioritizing internal research support and concentrating on Ph.D. programs is recommended.

Isolated within the communist Eastern Block until 1989, Romania has been experiencing numerous educational reforms, initiated by the National Ministry of Education and generally aligned with the European Union goals through the Bologna Treaty. The socioeconomic macrosystem is an important source of influence and we are looking at its main directions. Scholarship on the topic of teaching and learning in Romania is emergent but Computer-Assisted-Teaching (CAT) education in Romania remains insufficiently explored, despite the ever-growing need. This chapter analyzes the state of CAT formative programs for the preservice and the in-service teachers at Lucian Blaga University in Sibiu, Romania. We are now using the lessons learned from the Covid-19 crisis to reflect on new needs for digital competencies, Professional Development (PD), and proposed systemic changes. Such professional training is offered first during the university years, during the BA and MA studies. At the university level, the teacher training curriculum includes CAT, while for the in-service teachers, the PD continues through a combination of self-pursued and mandatory teacher training sessions offered by the regional school districts, universities, and professional organizations. CAT PD is not usually the focus of teacher preparation degree programs; the computer-assisted teaching course during teachers' training program offers a general, introductory perspective on using technology in teaching. For in-service teachers, most specialized PD happens independently and/or through self-teaching. The Covid-19 crisis created not only the urgent need to learn how to teach online but also the awareness that computer-assisted teaching PD needs certain changes.

The study assesses pre-service teachers' attitudes, confidence in research and intentions to use research by comparing the effectiveness of practical versus theoretical training in research methods courses.

This natural experiment examines the impact of the adaptations made to a research methods course for 848 pre-service teachers, due to the COVID-19 pandemic. The participants were naturally divided into two cohorts, each attending either the applied version, which required the completion of a whole research study, or the theoretical version, which did not require data collection and analyses. The data were collected through three questionnaires measuring attitudes, confidence and intentions toward research.

Inferential statistics revealed that pre-service teachers in the theoretical course (1) had more positive attitudes toward research and less anxiety, (2) had more intentions to integrate research in their daily practice and (3) had more confidence in engaging in educational research, compared to the pre-service teachers who completed the applied version of the course.

This study uniquely capitalizes on course adaptations, imposed due to the pandemic, to compare attitudes toward research. This is an ideal comparison because comparing attitudes of participants from different contexts involves many confounding variables. The study’s significance is amplified as, it not only elucidates the variances in attitudes, but also underscores the intricate relationship these attitudes share with the design of research courses. The insights yielded by this study offer substantial potential for reshaping pedagogical strategies in research methods instruction, thereby serving as a cornerstone for future educational innovations.

This research aims to determine the levels of education quality (EQ), technology usage (TU), students' satisfaction (SS) and the impact of EQ on SS. Also, it seeks to find out how TU as a moderator affects EQ and SS in Pakistani private higher education institutions (HEIs).

A total of 440 postgraduate students at eleven private universities in Lahore, Punjab Province, Pakistan, participated in empirical research and data were obtained through the use of an online questionnaire. Simple random sampling was used to choose participants and partial least square structural equation modeling was employed to analyze the data.

The findings revealed that Pakistani private HEIs have a medium level of EQ, TU and SS. Furthermore, the data reveal the existence of a significant positive relationship between EQ and SS, whereas TU as a moderator was found to negatively affect EQ and SS.

Postgraduate students of private HEIs in Pakistan were considered for this investigation and this study was limited to testing only in Punjab province. Another limitation of this study is that it was based on a research framework from previous research and literature. This study employed questionnaire surveys to conduct evaluations of teachers' teaching quality by university students. Furthermore, the questionnaire employed student self-evaluations to assess the quality of teaching. The research data would be more detailed if it were possible to include teachers' self-evaluations of their teaching quality.

The current study provides key insights for policymakers, higher education commission and HEIs. The results suggest leveraging the identified medium levels of EQ, TU and student satisfaction in Pakistani private HEIs. In an effort to boost the medium levels, policymakers are encouraged to enhance the teaching and learning experience by robustly integrating Web 4.0 technologies. Institutions can intervene strategically by investing in infrastructure and innovative tools aligned with students' technological needs. Likewise, policymakers and institutions can optimize learning management systems (LMS) by developing and implementing policies that encourage their adoption and optimization across HEIs. This may contribute to the accomplishment of the United Nations' sustainable development goal of providing quality education. Moreover, with the help of this research HEIs can establish minimum quality standards regarding academic teaching and learning materials. Implementing the above-mentioned practical implications might boost student satisfaction in HEIs which would benefit not only students but also the institutions.

The novelty of the article lies in the fact that it addresses the gap in the existing literature by exploring the levels of EQ, TU and student satisfaction in the context of private higher education in Pakistan. Furthermore, this study investigated whether TU served as a moderator in the relationship between student satisfaction and UNESCO-recommended EQ. This study elaborates on EQ indicators recommended by UNESCO in Pakistan’s private higher education sector.

Estimation of (in)efficiency became a popular practice that witnessed applications in virtually any sector of the economy over the last few decades. Many different models were deployed for such endeavors, with Stochastic Frontier Analysis (SFA) models dominating the econometric literature. Among the most popular variants of SFA are Aigner, Lovell, and Schmidt (1977), which launched the literature, and Kumbhakar, Ghosh, and McGuckin (1991), which pioneered the branch taking account of the (in)efficiency term via the so-called environmental variables or determinants of inefficiency. Focusing on these two prominent approaches in SFA, the goal of this chapter is to try to understand the production inefficiency of public hospitals in Queensland. While doing so, a recognized yet often overlooked phenomenon emerges where possible dramatic differences (and consequently very different policy implications) can be derived from different models, even within one paradigm of SFA models. This emphasizes the importance of exploring many alternative models, and scrutinizing their assumptions, before drawing policy implications, especially when such implications may substantially affect people’s lives, as is the case in the hospital sector.

Teacher education for social justice aims to enable teachers to work toward equity and justice in society and humanizing the educational experience of their students. Conceptualizing teaching as a political and ethical endeavor, social justice teacher education must engage seriously with the local and lived experiences of both teacher educators and student teachers. How then does teacher education for social justice move across communities and identities, and through cultural, social, geographic and temporal spaces? This chapter presents an autobiographical narrative inquiry into social justice teacher education across sociocultural and sociopolitical contexts, across time, and within different educational communities. Bakhtin's dialogic theory (1981) helps to trace the narrative threads wherein “each word tastes of the context and contexts in which it has lived its socially charged life” (p. 293). The study examines my ideological becoming (Bakhtin, 1981) as a critical teacher educator in the context of a youth mentoring service-learning course for undergraduate teacher candidates. I examine the complexities and tensions in exploring experiences and co-constructing understandings of oppression, privilege and social justice with my student teachers on the youth mentoring course in dialogic struggles with my experiences of justice and education in the USA and Hong Kong as an English-speaking Chinese American. Providing an in-depth examination of the convergence of identity, social relations, place, and time in my knowledge formation, I critically reflect upon the notion of social justice to suggest that social justice teacher education is multi-voiced and lived both locally and globally.

Due to the coronavirus 2019 (COVID-19) pandemic, primary and secondary schools worldwide are deploying online teaching/learning practices, fostering and thus innovation practices. The purpose of this study is to determine the degree to which practices reflecting educational innovation are implemented in the Greek public primary and secondary schools operating under conditions characterized by the COVID-19 pandemic. Determining the relationship among these educational innovation practices is also an aim of the present study.

A research study was conducted in the Greek public primary and secondary schools. 522 teachers fully completed a structured questionnaire. Descriptive statistics, exploratory factor analysis and structural equation modeling were applied to analyze the data.

The findings reveal that administration-related innovation practices, teaching-related innovation practices and online teaching/learning practices are implemented to some extent in primary and secondary schools in Greece, but there is still scope for continued development. The online teaching/learning practices set the foundations for further developing a culture of fully adopting other educational innovation practices in these schools to improve education.

Limited research concerning educational innovation practices has focused on primary and secondary schools. The need for more studies on teaching and learning innovations that have resulted from the COVID-19 crisis is highlighted by the literature. The results of this study support the fact that online teaching/learning implemented in primary and secondary schools is positively associated with administration-related and teaching-related innovation practices, concluding that this forced change in the educational process can act as a catalyst for more changes and innovative actions.

This study aims to discuss the case of the Università degli studi di Milano in the context of the COVID-19 pandemic as a point of departure for a new concept of digital library that is closer to users and publishers.

In this case study, processes and statistical data related to the library system and its usage and digitization at the Università degli studi di Milano during and immediately after the COVID-19 pandemic were analyzed with focus on users’ behavior regarding access to and usage of digital library. The outcome of the innovative measures implemented by the university was analyzed, including the procedures for purchasing bibliographic material, the organization of work in libraries, the management system of bibliographic resources and their monitoring, teaching, communication and the organization of knowledge in general.

The library system of the Università degli studi di Milano has responded effectively and efficiently to the pandemic crisis by creating a collaborative network with publishers, teachers and students. The awareness of the central role of the Digital Library as the primary place for accessing content, an environment of carefully curated resources and a place for individual and collaborative studies to support learning has increased.

This analysis charters the effects of the lockdown, which has accelerated digital transformation and created an innovative model of academic libraries more connected to community goals. This study points toward the good practices resulting from the COVID-19 experience: closer relationship between users and publishers, change in organizational flow and the relevance of communication in creating a closer connection with users.

This chapter explores the contribution of The Open University (OU) Library to influencing curriculum decisions about embedding digital and information literacies in an online environment. Recommendations can be applied to higher education (HE) institutions as they develop permanent e-learning strategies to prepare for a long-term solution to online learning experiences. Learning providers are creating strategies for online content creation, student engagement, and skills development. It is an opportunity to demonstrate their value by making an effective transition to online learning, streamlining services to create student-centered experiences.

It investigates existing e-pedagogical approaches developed pre- and during the COVID-19 pandemic to embedding digital literacies in practice, drawing on the OU’s experience of developing effective frameworks for online teaching programs. The aim is to review institutional preparedness for effective transition, so that staff members and students can adapt to post-COVID realities. This draws upon student-centered, holistic design of programs to embed accessible and inclusive processes in distance learning, utilizing technological solutions to create optimal teaching and learning environments.

It will also make recommendations about how embedding digital literacies within the curriculum will equip graduates for post-education experiences within working and social contexts, by building activities into module that develop digital capabilities. For effective learning experiences to take place, institutions require development of born-digital support material to develop staff confidence and ability to produce effective, accessible online learning objects. As more organizations move to online, hybrid, and flipped learning interventions, high-level university strategy can future-proof learning design by developing the support that staff need to provide the best experiences for their learners.

Recent decades have shown a great increase in online and blended learning and teaching practices in higher education. The purpose of this book chapter is to explore and assess the existing literature on best practices in online and hybrid teaching and learning in the field of health education/promotion. Additionally, emerging practices Post-COVID-19 related to online and hybrid teaching as applicable to the field of health education/promotion were also explored.

In order to collect the materials for the study, a Boolean search of CINAHL, MEDLINE, and ERIC, Education Research Complete databases was carried out using the terms and headings such as “online teaching,” “hybrid teaching,” “health education,” “health promotion,” and “public health” for the time period 2010–2020. The criteria for inclusion of the studies were: (1) publication in English language, (2) full-text peer-reviewed publications between 2010 and 2020, and (3) location of studies anywhere in the world Exclusion criteria were publications in languages other than English and studies published prior to 2010. Using the key terms “online teaching” and “public health” yielded 10 results and “online teaching” and “health education” yielded 19 results. This review highlighted the scant published literature (as gauged by studies published in the last decade) on efficacy and application of online and hybrid teaching and learning in the field of health education/promotion.

We encourage health education professionals to conduct experimental and quasi-experimental studies for assessing efficacy of online and hybrid teaching and learning particularly using evidence-based frameworks such as Quality Matters (QM) or Online Learning Consortium (OLC) quality scorecard as mentioned earlier.