…Eswatini innovation showcased at continental education conference
BY PHUMELELE GAMEDZE
MBABANE— A home-grown technological innovation by the Examinations Council of Eswatini (ECESWA) has dramatically transformed the processing of examination data, cutting processing time by an impressive 99.84% while maintaining absolute accuracy.
The breakthrough, which replaces labour-intensive spreadsheet-based reporting with an automated system powered by Python technology, is now being showcased to education and assessment experts from across Africa.
ECESWA Research Manager Sibusiso Masuku and Subject Officer ICT Nkululeko Dlamini are representing Eswatini at the 42nd Association for Educational Assessment in Africa (AEAA) Annual Conference at the Gran Meliá Hotel in Arusha, Tanzania.
Their research demonstrates how technology can take over repetitive and time-consuming examination reporting tasks, allowing professionals to spend more time on the work that requires human judgement — analysing results, identifying trends and making informed assessment decisions.
The research paper, titled “Powered Automation in Classical Test Theory Reporting: Implications for Psychometricians, Item Setters, and Evaluation Policy in Eswatini,” examines the impact of shifting from conventional manual spreadsheet reporting to automated data processing.
The results were striking.
According to the study, the automated system reduced data-processing time by 99.84% and achieved absolute accuracy.
For examination officials, the development potentially means spending considerably less time manually working through spreadsheets and more time reviewing information, analysing learner performance and supporting credible decision-making.
It is a transformation that may sound highly technical, but its implications are practical.
Behind every examination result released to pupils, parents and schools is a large amount of information that must be processed, checked and interpreted accurately. Cutting the amount of time required for some of that work, without sacrificing accuracy, can make the overall assessment system more efficient.
The study also found that introducing dashboards improved the review process by presenting information in a clearer and more accessible manner.
However, Masuku and Dlamini’s research also carries an important warning: technology can move faster than the policies governing it.
ECESWA found that while automation can dramatically speed up technical processes, some existing organisational procedures and policies may not evolve at the same pace.
The research therefore points to the need for policies and institutional systems to develop alongside technological advances.
This is particularly important in examination management, where speed must always be balanced with accuracy, security, fairness and credibility.
The significance of the research extends beyond ECESWA.
By taking the findings to the AEAA Annual Conference, Eswatini is contributing its own locally developed experience to a broader African discussion about how research, innovation and technology can improve educational assessment.
The conference brings together assessment professionals, researchers and practitioners from across Africa and beyond to exchange knowledge and explore ways of strengthening how learners are assessed.
For ECESWA, this gives the country an opportunity not only to learn from international experience but also to demonstrate that Eswatini can produce innovations capable of contributing solutions to challenges facing examination bodies elsewhere on the continent.
It also creates opportunities for networking and collaboration with other professionals seeking to strengthen assessment systems and ultimately improve learning outcomes.
Through the research by Masuku and Dlamini, Eswatini is showing how digital transformation can produce measurable results within public institutions.
What once demanded extensive manual processing can increasingly be automated, freeing skilled professionals to concentrate on interpretation, quality assurance and decision-making.
And with a 99.84% reduction in processing time, ECESWA’s innovation provides a powerful example of how locally driven technology can turn a demanding administrative process into a significantly more efficient system — while placing Eswatini’s education innovation on a continental stage.
(Courtesy Pic)
