Educational supervision in GCC school systems is shaped by inspection, accountability, and context-sensitive instructional leadership: a systematic review

Introduction Educational supervision in Gulf Cooperation Council (GCC) school systems has expanded beyond classroom observation to encompass teacher evaluation, school inspection, quality assurance, instructional leadership, mentoring, coaching, professional learning, and technology-supported supervision. However, evidence remains dispersed across several related literatures. Methods This systematic review synthesised 40 studies addressing direct clinical, instructional, and developmental supervision; teacher evaluation and data-driven appraisal; school inspection and quality assurance; instructional and middle leadership; and coaching, mentoring, onboarding, and professional learning. The review followed a transparent systematic procedure informed by PRISMA and qualitative evidence-synthesis principles, including explicit eligibility criteria, database searching, screening, extraction, appraisal, and thematic synthesis. Results Six cross-cutting themes were identified: supervision as an institutional continuum, feedback quality, role ambiguity and distributed supervision, inspection–development tension, data and technology, and professional-learning integration. Supervision emerged as a multi-level institutional practice shaped by accountability pressures, leadership mediation, feedback processes, and professional-learning capacity. Discussion The review develops a GCC-sensitive conceptualisation of supervision ranging from compliance-oriented monitoring to developmental capacity building. Effective reform requires stronger feedback literacy, protected professional dialogue, clearer differentiation between evaluation and coaching, and evidence-informed alignment among inspection, leadership development, and teacher professional learning.