Luca Elisei

Data Science Manager at ELIS Innovation

Perugia University

Biography

Luca Elisei is a Ph.D. in Econometrics at the Perugia University. His research interests include Business Intelligence and Analytics, Machine learning & Data Mining, Efficiency Measurement (DEA and Stocastich Frontier Analysis). My research is centered on quantitative analysis. I specialize in designing and implementing control mechanisms that enhance organizational performance, utilizing rigorous statistical and machine learning techniques to ensure accurate and insightful outcomes. Additionally, my work explores how Business Intelligence and Analytics can be leveraged to derive insights that support strategic decision-making and boost operational efficiency.I am also deeply involved in Efficiency Measurement, applying methods such as Data Envelopment Analysis (DEA) and Stochastic Frontier Analysis. These techniques allow for a systematic evaluation and optimization of business processes, enabling organizations to maximize their productivity and resource utilization

Interests

Business Analytics
R
Statistics
Management Acounting
Stochastic Frontier Analysis

Education

PhD in Business economics, 2018

Perugia University
MEng Economics and Business Management, 2013

Perugia University
BSc in Business and Management, 2010

Perugia University

Publications

F. Santini, L. Elisei, T. Malmi, L. Scrucca. Management-control-system configurations in medium-sized machine-engineering firms: An exploratory analysis. Accounting Research Journal, 2023, DOI:10.1108/ARJ-06-2021-01682., 2018.

Code

L.Elisei. Business Intelligence and Analytics as advanced Management Control Systems for the enhancement of firms' technical efficiency. Working paper, 2018.

L. Elisei, T. Malmi, F. Santini. Management Control Systems Configurations and Efficiency in Mechanical Engineering Firms: An empirical evidence based on stochastic frontier analysis. Under review, 2018.

F. Santini, L. Elisei. Il business planning nelle web companies. Modelli di business e previsioni dei flussi finanziari. In Controllo di gestione, Ipsoa, 2017.

view Journal Article

L.Ferrucci, M.Gigliotti, C.Chionne, A.Cutini, L.Elisei, K.Lavoratori, D.Natalizi, M.Soscia. Le camere di commercio italiane: le determinanti della remunerazione degli organi di governance. In Azienda Pubblica, 2016.

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F.Santini, L. Elisei. (prova)Esiste un alternativa all'attuale modello dei costi standard nel settore publico? Alcune riflessioni in ottica Aziendalistica. In Quaderni del Dipartimento di Economia, Finanza e Statistica ²¹⁄₂₀₁₅, Università di Perugia, Dipartimento Economia, 2015.

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Academic Activities

Teaching

Performances Measurement, Management Accounting–professional course, TUCEP | Assisi (Perugia), Italy, 2014
Teaching Assistant and Tutor of Management Accounting, Bachelor Degree | Department of Economics, University of Perugia (2014–Current)

Member of the Examining Board

Management Accounting, Bachelor Degree | Department of Economics, University of Perugia (2014–Current)

Conferences and workshops

SIDREA, International Workshop (SIW): Management Control and Strategy. Theory and Empirical Evidence, Perugia, Italy, 2015 (Discussant)
EIASM, 9th Conference on Performance Measurement and Management Control, Nice, France, 2017 (Discussant)
EIASM, 1st Conference on Management Accounting and Control in SMEs, Assisi, Italy, 2019 (organising committee member)

Visiting P.h.D

Helsinki, Finland, 2016: 6 month Visiting at Department of Business Economics

Contact

luca.elisei1@gmail.com
+39 388 3272796
luca.elisei1
Perugia University, Department of Economics, ITA
Monday 10:00 to 13:00 or email for appointment