A Sustainable Digital Operations Strategy Framework for Smart Educational Institutions: Integrating IoT and Data Analytics for Process Optimization

Abstract

The explosion of Internet of Things (IoT) technology and the maturing data analytics platforms have opened many doors to completely reimagine operational ecosystems in schools. The present empirical study provides the design, validation and performance assessment of an SDOS (Sustainable Digital Operations Strategy) Framework specifically designed for smart educational environments. Using a blended mix-methods research approach, primary data was collected from 500 respondents across six categories of educational institutions in the country along with IoT telemetry and operational performance data at 24 participating campuses. The quantitative analysis spanning multiple regression, one-way ANOVA and pre-post comparative testing indicates a statistically significant improvement in several operational domains following the deployment of IoT and analytics, which include a 39.7% increase in energy management efficiency (p < 0.001), a 45.7% increase in attendance tracking accuracy (p < 0.001) and an increase of 59.4% improvement with respect to security response metrics (p < 0.001). Also in a similar fashion, sustainability outcomes were also above their benchmarks; carbon emissions decreased by 22.7%, while digital process coverage reached 83.6% (the institutional target is set to be exceeded at more than 80%). The SDOS Framework is a five-layer interconnected layers: Infrastructure, Data Governance, Analytics Intelligence, Process Automation & Strategic Sustainability provide a repeatable and scalable foundation to institutions at different stages of digital maturity The results reveal that IoT-analytics convergence   when built around a cohesive governance framework provides quantifiable process excellence while achieving sustainability imperatives. Findings are discussed in terms of policy implications and suggestions for further research.