Fabio Demaria
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Research

This section brings together my research publications, with
links to related preprints, conference materials, and occasional news or outreach pieces.

Employees’ well-being, work-related factors, and digitalization: a decision-tree approach for imbalanced data

journals
research
Jul 10, 2025
Fabio Demaria, Maddalena Cavicchioli

Measuring supply chain sustainability: a structured multilevel framework

proceedings
research
Jun 27, 2025
Fabio Demaria, Federico Bertacchini, Ulpiana Kocollari, Maddalena Cavicchioli

Hidden Patterns of Corporate Reputation in Sustainable Supply Chains: A Switching Perspective

proceedings
research
Jun 16, 2025
Fabio Demaria, Maddalena Cavicchioli, Ulpiana Kocollari, Federico Bertacchini

A non-parametric approach to employee performance in digital workplaces

proceedings
research
Jun 12, 2025
Fabio Demaria, Maddalena Cavicchioli, Tommaso Fabbri, Ariadni Papana Dagiasis, Anna Chiara Scapolan

On feature selection in double-imbalanced data settings: a Random Forest approach

journals
research
Jun 12, 2025
Fabio Demaria

Financial sustainability in the luxury industry across the Covid-19 pandemic: lessons from hierarchical methods

journals
research
PhD
Jun 9, 2025
Fabio Demaria, Maddalena Cavicchioli

Time after time: exploring the role of CSR on employees’ long-lasting working relationships in Italy

journals
research
PhD
Mar 7, 2025
Ulpiana Kocollari, Fabio Demaria, Maddalena Cavicchioli

Employees’ attitudes and work-related stress in the digital workplace: an empirical investigation

journal
research
Feb 11, 2025
Maddalena Cavicchioli, Fabio Demaria, Francesca Nannetti, Anna Chiara Scapolan, Tommaso Fabbri

Digitalization, work-related risk factors and well-being: importance and interactions from tree-based methods

proceedings
research
Feb 3, 2025
Fabio Demaria, Maddalena Cavicchioli

Gimme (uni)MORE data: workbook to the data challenge

public engagement
workbook
Feb 1, 2025
Maddalena Cavicchioli, Fabio Demaria, Maria Franco Villoria, Patrizio Frederic, Silvia Montagna, Isabella Morlini

Navigating uncertainty: unveiling the key levers of financial sustainability as a resilience strategy in the luxury industry

proceedings
research
PhD
Jul 10, 2024
Fabio Demaria, Maddalena Cavicchioli

Statistics: from process datafication to prediction

public engagement
workbook
Feb 1, 2024
Maddalena Cavicchioli, Fabio Demaria, Maria Franco Villoria, Patrizio Frederic, Maria Cristiana Martini, Silvia Montagna, Isabella Morlini

The 5 E(lements) of employee-centric CSR and their stimulus on Happiness At Work: an empirical investigation

journals
research
PhD
Nov 21, 2023
Ulpiana Kocollari, Maddalena Cavicchioli, Fabio Demaria

Staying or leaving? A nonlinear framework to explore the role of employee well-being on retention

proceedings
research
PhD
Jun 23, 2023
Ulpiana Kocollari, Fabio Demaria, Maddalena Cavicchioli

Hybrid Models for Hybrid Projects: The Development of Accountability Tools and Processes in Crowd-funding Campaigns

book chapter
research
PhD
Jun 23, 2023
Ulpiana Kocollari, Stefano Montanari, Fabio Demaria

Navigating the post-pandemic era: financial sustainability as a key recovery strategy for luxury brands

proceedings
research
PhD
Jun 16, 2023
Fabio Demaria, Maddalena Cavicchioli

Statistics: the science that models data. An introduction to different data types

public engagement
workbook
Feb 1, 2023
Maddalena Cavicchioli, Fabio Demaria, Maria Franco Villoria, Patrizio Frederic, Isabella Morlini

Measuring happiness at work with categorical Principal Component Analysis

proceedings
research
PhD
Jun 24, 2022
Ulpiana Kocollari, Maddalena Cavicchioli, Fabio Demaria

Technological Sustainability or Sustainable Technology? A Multidimensional Vision of Sustainability in Manufacturing

journal
research
PhD
Sep 4, 2021
Marco Vacchi, Cristina Siligardi, Fabio Demaria, Erika Iveth Cedillo-González, Rocío González-Sánchez, Davide Settembre-Blundo
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