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Abstract
This study presents a decision support system (DSS) for the proactive management of academic success in the context of Universidade Católica Portuguesa (UCP), Portugal. The DSS takes advantage of descriptive and predictive business analytics techniques to extract knowledge from data that characterize the profile of students according to multiple dimensions. In particular, the system offers three main functionalities: (i) the benchmarking of information between the university’s campuses; (ii) the (descriptive) modeling of the academic success rate, including the formulation of a closed-form expression to measure success; and (iii) the (predictive) modeling of student dropouts. While the proposed DSS is designed for the reality of a single higher education institution, it could serve as a benchmark for researchers and academic staff from other higher education institutions interested in developing similar projects.
| Original language | English |
|---|---|
| Pages | 29-29 |
| Number of pages | 1 |
| Publication status | Published - 20 Jun 2025 |
| Event | EduBEST Workshop on Efficiency and Productivity Analysis in Education and Public Services - INESC TEC, Porto, Portugal Duration: 20 Jun 2025 → 20 Jun 2025 https://edubest.inesctec.pt/workshop/ |
Workshop
| Workshop | EduBEST Workshop on Efficiency and Productivity Analysis in Education and Public Services |
|---|---|
| Abbreviated title | EduBEST Workshop |
| Country/Territory | Portugal |
| City | Porto |
| Period | 20/06/25 → 20/06/25 |
| Internet address |
Keywords
- Business Analytics
- Academic success
- Student dropout
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CEGE: Research Center in Management and Economics
Silva, M. (Full Professor), Sousa, R. (Full Professor), Alves, P. (Assistant Professor), Madsen, A. (Invited Assistant Professor), Lourenço, A. (Associate Professor), Carvalho, A. S. (Associate Professor), Andrade, A. (Assistant Professor), Silva, P. D. (Associate Professor), Vlačić, B. (Invited Assistant Professor), Martins, C. (Invited Assistant Professor), Gomes, C. (Auxiliary Researcher), Gevrek, Z. E. (Invited Assistant Professor), Oliveira, F. G. D. (Associate Professor), Faria, G. (Invited Associate Professor), Marreiros, H. (Scholarship holder), Pinho, J. (Invited Assistant Professor), Machado, J. (Associate Professor), Araújo, J. (Auxiliary Researcher), Pinto, J. (Assistant Professor), Rego, A. (Full Professor), Gaspar, J. M. (Auxiliary Researcher), Corbo, L. (Invited Assistant Professor), Costa, L. (Associate Professor), Fernandes, L. (Assistant Professor), Sottomayor, M. (Assistant Professor), Martins, N. (Full Professor), Hernández-Marrero, P. (Auxiliary Researcher), Gonçalves, R. (Associate Professor), Ribeiro, R. (PI), Coelho, S. L. (Assistant Teacher), Pereira, S. M. (Auxiliary Researcher), Silva, S. (Associate Professor), Rodrigues, V. (Associate Professor), Sotiros, D. G. (Auxiliary Researcher), Valverde, C. (Assistant Professor), Leitão, A. (Assistant Professor), Julião, J. (Assistant Professor), Tavares, M. (Assistant Professor), Lages, C. R. (Auxiliary Researcher), Elmashhara, M. G. (Auxiliary Researcher) & Teymourifar, A. (Auxiliary Researcher)
1/01/20 → 31/12/25
Project: Other