Analyzing the Efficiency of Moroccan Hospital Network Regions via DEA and Tobit Regression: Assessing DEAP 2.1 Software versus Generative AI ChatGPT 3.5 DOI Creative Commons
Youssef Er-Rays,

Meriem M’dioud

Research Square (Research Square), Journal Year: 2024, Volume and Issue: unknown

Published: May 14, 2024

Abstract This study aims to assess the technical efficiency of hospital networks in each health directorate region Morocco and analyze impact staff personnel on inefficiency. The uses Data Envelopment Analysis Programming (DEAP) software version 2.1 generative Artificial Intelligent ChatGPT 3.5 12 network regions. Tobit regression was employed worker activity Results showed that average more inefficient AI than DEAP 2.1. Hospital nurse staffing significantly impacted inefficiency levels. concludes pose challenges for managers regions, emphasizing need New Public Management principles based contractualization, accountability, managerial practices.

Language: Английский

Assessing efficiency maternal and child health services in Morocco: data envelopement analysis and Tobit model DOI
Youssef Er-Rays,

Meriem M’dioud,

Hamid Ait-Lemqeddem

et al.

Quality & Quantity, Journal Year: 2024, Volume and Issue: 58(6), P. 5577 - 5619

Published: May 29, 2024

Language: Английский

Citations

4
Two-stage type-2 fuzzy parabolic double frontier data envelopment analysis DOI
Mohammad Aqil Sahil, Ashutosh Tiwari, Q.M. Danish Lohani

et al.

Engineering Applications of Artificial Intelligence, Journal Year: 2025, Volume and Issue: 144, P. 110154 - 110154

Published: Jan. 31, 2025

Language: Английский

Citations

0
ChatGPT and ethics in healthcare facilities: an overview and innovations in technical efficiency analysis DOI
Youssef Er-Rays,

Meriem M’dioud,

Hamid Ait-Lemqeddem

et al.

AI and Ethics, Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 24, 2025

Language: Английский

Citations

0
Mapping Global Research Trends in Digital Occupational Health: A Bibliometric Analysis Utilizing the Scopus Database DOI Creative Commons
Youssef Er-Rays,

Meriem M’dioud,

Hamid Aït Lemqeddem

et al.

medRxiv (Cold Spring Harbor Laboratory), Journal Year: 2024, Volume and Issue: unknown

Published: April 19, 2024

Abstract The 2019 health crisis has underscored the imperative role of information and communications technology (ICT) in bolstering employees’ health, well-being, ameliorating risks associated with artificial intelligence (AI) errors. Digital facilitates remote healthcare delivery, employee monitoring, enhanced communication channels between workers professionals. This paper conducts a comprehensive analysis global trends digital occupational research over past decade, specific focus on prolific authors, countries, academic institutions, publications. Leveraging PRISMA framework VOSviewer software, relevant documents are extracted from Scopus database. findings underscore significance realm highlight pressing need for further investigation, particularly encompassing emerging economies employing robust methodologies to ensure reliability results. study offers valuable assessment advancements serving as foundation future endeavors aimed at optimizing workplace well-being scale.

Language: Английский

Citations

2
Analyzing the Efficiency of Moroccan Hospital Network Regions via DEA and Tobit Regression: Assessing DEAP 2.1 Software versus Generative AI ChatGPT 3.5 DOI Creative Commons
Youssef Er-Rays,

Meriem M’dioud

Research Square (Research Square), Journal Year: 2024, Volume and Issue: unknown

Published: May 14, 2024

Abstract This study aims to assess the technical efficiency of hospital networks in each health directorate region Morocco and analyze impact staff personnel on inefficiency. The uses Data Envelopment Analysis Programming (DEAP) software version 2.1 generative Artificial Intelligent ChatGPT 3.5 12 network regions. Tobit regression was employed worker activity Results showed that average more inefficient AI than DEAP 2.1. Hospital nurse staffing significantly impacted inefficiency levels. concludes pose challenges for managers regions, emphasizing need New Public Management principles based contractualization, accountability, managerial practices.

Language: Английский

Citations

1