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Digital transformation is changing how higher education institutions collect, manage, share and use information for teaching, research, administration and institutional decision-making. As universities increasingly depend on digital platforms and interconnected information systems, effective data governance has become important for maintaining data quality, security, accountability and responsible use. This review examines the relationship between data governance and digital transformation in higher education institutions, with particular attention to institutional policies, data ownership, access management, data quality, privacy, interoperability and organisational capacity. The review considers how governance arrangements can support the effective adoption of digital technologies while reducing risks associated with fragmented information systems, inconsistent data practices and inappropriate access to institutional information. Particular attention is given to challenges affecting higher education institutions in African and West African contexts, including limited technical capacity, uneven infrastructure, institutional coordination challenges and resource constraints. The review argues that digital transformation should be supported by clear governance structures that define responsibilities, establish appropriate data-management practices and promote accountability across institutional units. It concludes that effective data governance can provide a foundation for more reliable digital services, better institutional decision-making and sustainable digital transformation in higher education.

Higher education institutions increasingly depend on digital technologies for teaching, research, administration, communication, and information management, making them important targets for cybersecurity threats and data-protection risks. This review examines cybersecurity awareness and data protection practices in higher education institutions, with particular attention to institutional policies, staff and student awareness, information-security behaviour, privacy protection, access control, cybersecurity training, and organisational preparedness. The review synthesises existing literature to identify major cybersecurity risks and the institutional practices used to mitigate them. The literature indicates that technological controls alone are insufficient when users lack adequate cybersecurity awareness or institutions have weak governance and data-protection practices. Effective cybersecurity therefore requires a combination of technical safeguards, clear policies, continuous awareness programmes, staff and student training, responsible data-management practices, incident-response mechanisms, and institutional leadership. The review highlights the need for higher education institutions, particularly in developing and African contexts, to strengthen cybersecurity governance and build a culture of responsible information security. It concludes that sustainable data protection depends on integrating cybersecurity awareness, institutional policies, technical controls, and continuous capacity development into the broader digital transformation strategy of higher education.

Digital skills are increasingly important for the effective adoption and use of technology within higher education institutions. However, differences in staff competencies, access to digital resources, institutional support, training opportunities and organisational readiness continue to affect technology adoption across West African higher education. This review examines the major factors influencing digital skills development and technology adoption among academic and administrative staff in higher education institutions across the region. The study reviews existing literature on digital literacy, professional development, technology acceptance, institutional support and digital infrastructure. The review identifies limited digital skills, inadequate training, uneven infrastructure, insufficient institutional support and resistance to technological change as recurring challenges. It also highlights the importance of continuous professional development, institutional policies, accessible digital infrastructure and supportive organisational environments. The review concludes that strengthening staff digital competencies requires coordinated institutional strategies that combine training, infrastructure investment, leadership support and continuous evaluation.

Digital transformation is increasingly shaping the delivery, administration, teaching, research and management of higher education. However, institutions across West Africa continue to face challenges that affect their readiness to adopt and sustain digital technologies. This review examines the major factors influencing digital transformation readiness in West African higher education institutions, with particular attention to digital infrastructure, staff digital skills, institutional governance, technology adoption and organisational capacity. The review synthesises existing scholarly discussions on digital transformation in higher education and identifies recurring barriers and enabling conditions within the West African context. The findings indicate that limited infrastructure, inadequate digital skills, financial constraints, fragmented institutional policies and resistance to organisational change can restrict effective digital transformation. At the same time, institutional leadership, continuous capacity development, appropriate technology investment, supportive governance frameworks and collaboration among higher education and technology stakeholders can strengthen digital readiness. The review highlights the need for institutions to adopt context-sensitive digital transformation strategies that address both technological and organisational requirements. It concludes that sustainable digital transformation in West African higher education requires coordinated investment in infrastructure, human capacity, institutional governance and long-term implementation planning.

Digital transformation is increasingly shaping the delivery of teaching, research, administration, and student services across higher education institutions in West Africa. However, the adoption of digital technologies remains uneven due to differences in institutional infrastructure, staff capacity, funding, connectivity, and organisational readiness. This study examines the state of digital transformation in selected higher education institutions in West Africa, with particular attention to technology adoption, institutional readiness, and implementation challenges. A descriptive research approach was adopted, using structured questionnaires and institutional-level observations to examine the experiences of academic and administrative personnel involved in digital technology implementation. The findings indicate that digital platforms have improved access to academic resources, administrative processes, communication, and research collaboration, but significant challenges remain in infrastructure availability, technical support, digital skills, funding, and institutional coordination. The study further identifies institutional leadership, staff training, reliable connectivity, and sustainable technology investment as important factors influencing successful digital transformation. The study recommends the development of institution-wide digital transformation strategies, continuous capacity building, improved infrastructure investment, and stronger collaboration among higher education institutions and technology stakeholders. These measures can support more sustainable and inclusive digital transformation across the West African higher education sector.

Addressing educational disparities across nations requires rigorous comparative analysis of institutional design and fiscal allocation models. Utilizing international large-scale assessment data from PISA and TIMSS alongside OECD institutional policy indicators across 28 member states, this paper investigates the structural factors underlying cross-national achievement differences in secondary education. Hierarchical Linear Modeling (HLM) reveals that absolute national expenditure per student is a non- linear predictor of performance; beyond a baseline expenditure threshold, equity-directed resource distribution exerts a significantly stronger influence on socio-economic achievement gaps than total national funding. Nations featuring comprehensive early childhood education and delayed institutional tracking consistently demonstrated lower variance in student performance alongside higher overall mean achievement scores.