Education Inequality in the COVID-era: Learning Loss, Assessment, and Recovery Policies

Nanyonjo Sauda

Science Education Kampala International University Uganda

Email nanyonjosauda@kiu.ac.ug

                                                                                            ABSTRACT
The COVID-19 pandemic triggered unprecedented disruptions in education systems worldwide, leading to significant learning losses and exacerbating pre-existing inequalities across socio-economic, geographic, and demographic lines. This paper examines the nature, extent, and distribution of pandemic-induced learning loss, with particular attention to disparities affecting vulnerable populations such as low-income students, girls, and those with limited access to digital resources. Drawing on global evidence, the study explores key mechanisms that intensified educational inequality during the crisis, including unequal access to remote learning, reduced instructional time, and variations in home learning environments. It further evaluates the role of assessment systems and emerging methodologies used to measure learning loss, highlighting both their contributions and limitations. The paper also critically analyzes policy responses and recovery strategies implemented across diverse contexts, including remedial and catch-up programs, curriculum adjustments, teacher professional development, and targeted resource allocation. While some interventions demonstrate promise in mitigating learning loss and supporting re-engagement, others reveal unintended consequences such as increased assessment pressure and neglect of student well-being. The findings underscore the importance of equity-centered, data-driven, and context-sensitive approaches to education recovery. Ultimately, the study argues that addressing COVID-era educational inequality requires not only short-term remediation but also long-term systemic reforms aimed at
building more resilient, inclusive, and adaptable education systems.

Keywords: Learning Loss, Educational Inequality, COVID-19 Pandemic, Remote Learning and Education
Recovery Policies.

CITE AS: Nanyonjo Sauda (2026). Education Inequality in the COVID-era: Learning Loss, Assessment, and Recovery Policies. NEWPORT
INTERNATIONAL JOURNAL OF RESEARCH IN EDUCATION, 6(1): 26-38. https://doi.org/10.59298/NIJRE/2026/612638