Investigations into efficiency and productivity change of decision making units: New methods based on machine learning techniques and empirical applications
2023/49/B/HS4/02991
Keywords
Descriptors
- HS4_03: Ekonometria i metody statystyczne
- HS4_09: Zarządzanie organizacjami, zarządzanie strategiczne, koncepcje i metody zarządzania, logistyka
Panel
HS4 – Individuals, institutions, markets: economics, finance, management, demography, social and economic geography, urban studies
Host institution
Uniwersytet Ekonomiczny we Wrocławiu, Wydział Zarządzania
Voivodeship: dolnośląskie
Principal investigator (from the host institution)
dr hab. Magdalena Maria Kapelko
Number of co-investigators in the project: 3
Call
OPUS 25 – announced on 2023-03-16
- Amount awarded
- 437 181 PLN
- Project start date
- 2024-01-12
- Project end date
- 2028-01-11
- Project duration
- 48 months (the same as in the proposal)
- Project status
- Pending project
Project description
Download the project description in a pdf file
Note — project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.
Information in the final report
Publication in academic press/journals (4)
-
Evaluating input- and output-specific inefficiency in courts of justice. An empirical study of Polish district courts
- Authors:
- Magdalena Kapelko
- Academic press:
- International Transactions in Operational Research (year: 2025, volume: 32, pages: 2767-2797), Publisher: Wiley
- Status:
- Published
- DOI:
- 10.1111/itor.13503 – link to the publication
-
Measuring environmental inefficiency through machine learning: An approach based on efficiency analysis trees and by-production technology
- Authors:
- Maria D. Guillen, Juan Aparicio, Magdalena Kapelko, Miriam Esteve
- Academic press:
- European Journal of Operational Research (year: 2025, volume: 321, pages: 529-542), Publisher: Elsevier
- Status:
- Published
- DOI:
- 10.1016/j.ejor.2024.10.003 – link to the publication
-
Enhancing the Benefit of the Doubt model through 'Ensemble-DEA': Achieving the Sustainable Development Goals
- Authors:
- Juan Aparicio, Magdalena Kapelko, Juan F. Monge, José L. Zofío
- Academic press:
- Expert Systems with Applications (year: 2026, volume: 296 część B, pages: 46036), Publisher: Elsevier
- Status:
- Published
- DOI:
- 10.1016/j.eswa.2025.129010 – link to the publication
-
Do Sustainability-Linked Bonds pay lower interest rates?
- Authors:
- Alfons Oude Lansink, Magdalena Kapelko
- Academic press:
- Corporate Social Responsibility and Environmental Management (year: 2025, volume: 32, pages: 5337-5347), Publisher: Wiley
- Status:
- Published
- DOI:
- 10.1002/csr.3246 – link to the publication