Publication Details
Issue: Vol 7, No 2 (2026)
Pages: 265-274
ISSN: 2660-454X

Abstract

Forecasting the development of integration between education, science, and industry has become increasingly important in the context of digital transformation. In recent years, digital technologies have significantly accelerated cooperation among universities, research institutions, and industrial enterprises. To analyze and predict the dynamics of this integration, modern econometric methods such as the ARIMA (Autoregressive Integrated Moving Average) model are widely used.The ARIMA model is an effective tool for analyzing time series data and identifying long-term development trends. In this study, the ARIMA model is applied to forecast the dynamics of education, science, and industry integration under the conditions of digital technologies up to 2030. The model allows the identification of structural changes and trends in the development of digital infrastructure, research collaboration, and technology transfer between academic and industrial sectors.
The results of the forecasting analysis indicate that the integration of education, science, and industry is expected to show a steady upward trend in the coming years. The increasing use of digital platforms, data technologies, and innovative research environments contributes to strengthening cooperation between universities and production sectors. This process supports the commercialization of research results, improves knowledge transfer mechanisms, and enhances innovation capacity.Overall, the use of the ARIMA model provides an analytical basis for understanding future trends in the development of digital integration between education, science, and industry. The forecasting results can support policymakers and educational institutions in developing strategies aimed at strengthening digital collaboration and improving innovation-driven economic development.

Keywords
digital technologies education science industry integration ARIMA model time series analysis forecasting innovation development digital economy