Due to the marginalization of supervision (Butler, et al., 2023; Nolan, 2022) and few frameworks to conceptualize supervision in teacher preparation, educational supervision of clinical experiences receives less attention and fewer resources, which perpetuates its marginalization. It is imperative that scholars develop additional theoretical…

Supervision models are fundamental to our supervision practices and criticized for lacking empirical support. As a data-driven approach based on research with expert supervisors, Cohesive Model of Supervision unifies existing models' central premises in a meaningful manner and emphasizes the understated areas of supervision practice.

In peer assessment, students assess a task done by their peers, provide feedback and usually a grade. The extent to which these peer grades can be used to formally grade the task is unclear, with doubts often arising regarding their validity. The instructor could supervise the peer assessments, but would not then benefit from workload reduction,…

Professional development for doctoral supervisors differs between higher education institutions (HEIs) across the globe from non-existent support to one off workshops, to mandatory programmes. Communities of practice programmes encourage supervisors to reflect on case studies and conceptual models but there is limited research which explores the…

Deep learning techniques are being unified for decision support in various applications. However, it remains challenging to train robust deep learning models, due to the inherent insufficient labeled data that is usually time-consuming and labor-intensive. Self-supervised learning is a feature representation learning paradigm to learn robust…

This research aimed to develop a supervision model to promote curriculum administration that emphasized learner competency in schools under the Office of Primary Educational Service Area, using the Research and Development (R&D) methodology. The study consisted of two phases. The first phase investigated the current and desired status and the…

The study aimed to (1) investigate the components and indicators of active learning instruction competency among elementary school teachers, (2) examine the current state, desired state, and necessary requirements of active learning instruction competency among elementary school teachers, and (3) develop an educational supervision model based on…

The limited research regarding post master's degree school counselor clinical supervision (SCCS) denotes school counselors' desire to participate in SCCS, the lack of such participation, benefits of participating in SCCS, and barriers to seeking SCCS. Prior literature explored barriers to SCCS, but there continues to be a gap in the literature as…

Purpose: This paper aims to communicate the relevant management model with optimal performance in the collection of construction resources (human, non-human), supervision of workers and activities in the development of adequate and quality school infrastructure facilities. Design/methodology/approach: The study employed a mixed methods research…

This article provides an overview of shifting perspectives, models, research trends, and contemporary ideas around supervision in student affairs workplaces.

The research has the following objectives: 1) Study the components. 2) Study the current situation, desirable conditions, and needs. 3) Create and develop. 4) Trial and study the result of the model experiment. This research was research and development that was conducted in 4 phases following the research objective. The tools used were…

Supervision is considered a critical component in the development of mental health professionals. Thus, to ensure ethical services are provided to clients, supervisors should integrate multicultural perspectives within supervision. Multicultural and social justice principles, although present in the literature, have not been successfully…

The purpose of this exploratory case study was to examine how the implementation of a near-peer leadership framework for student employee leaders, referred to as Operations Leads (OLs) in my practice as the manager of the Operations area at a university student recreation center, influences the supervisory and leadership ability of the student…

This paper proposes a distance-based doctoral supervisory model to support students in the process of navigating self, agency, and emotions over their doctoral journey. The model emerged through our examination of the lived experiences of three Chinese female doctoral students who, though enrolled as internal students in our New Zealand…

This paper introduces an innovative clinical support and supervision project that has its origins in the concern for how senior school leaders are increasingly being expected to manage the escalating demand to care for pupils, families and often the wider community. In response to these pressures we offer a three-stage professional learning model…