1st Edition

AI, Analytics and Strategic Decision-Making

Edited By Anna Ujwary-Gil, Anna Florek-Paszkowska Copyright 2025
380 Pages 54 B/W Illustrations
by Routledge

380 Pages 54 B/W Illustrations
by Routledge

AI, Analytics and Strategic Decision-Making is an insightful exploration into the transformative power of artificial intelligence and advanced analytics in business and policy contexts. This volume provides a unique blend of theoretical knowledge and practical applications, showcasing how AI and analytics are reshaping decision-making processes across multiple domains. From predicting... Read more

Artificial Intelligence, Analytics, and Strategic Decision-Making: Concepts, Practice, and Future Research Directions 

Anna Ujwary-Gil and Anna Florek-Paszkowska

Part I - Artificial Intelligence (AI)

1. Searching for Gazelles in the Forest: The Potential of Random Forests to Identify High-Growth Firms

Johan Karlsson and Alex Coad

2. Utilization of LLM for Process Mining Analysis of Event Log of Travel Expenses at the Operational Level

Michal Halaška and Roman Šperka

3. Components of the Knowledge Management Method in Industry 4.0: Does a ChatGPT Conversation Provide Answers to New Problems and Challenges?

Mieczysław Morawski

4. AI-Powered Decision Support Mobile Application for Individuals: An Evaluation of Publicly Shared Decisions with “Decision Mentor”

Shashi Bhattarai and Sovit Poudel

Part II - Advanced Analytics

5. Relational Analytics and Social Network Analysis: Investigating Information Flow in HRM Contexts

Anna Ujwary-Gil

6. Original Software Support for Data Envelopment Analysis Models

Josef Jablonský

7. A Goal-Oriented Approach Analytics to Strategic Business Planning
Vitaliy Tsyganok

8. Utilizing AI and Analytics for Public Opinion Analysis in Taiwan’s Government Policy-Making

Kyle Yulun Kuo

Part III - Strategic Decision-Making

9. Aligning Scholarship Identities: Strategic Decision-Making with the Triple Parallax Approach

Milagros Pereyra-Rojas and Enrique Mu

10. Computational Representation of Social Complexity for Decision-Making: The Case of Climate Change, Migration, and Social Conflict in the Central Andes of Peru

José Manuel Magallanes

11. Site Suitability Model for Location of Coffee Farms Using Spatial Multi-Criteria Decision Analysis

Roselin Moncher, Shivani Seepersad, and Govind Seepersad

12. Enhancing Circular Supply Chain Implementation: Multi-Criteria Analysis with the Analytic Hierarchy Process

Claudemir Leif Tramarico, Pedro Ivan Palominos Belmar, and Valério Antonio Pamplona Salomon

Biography

Anna Ujwary-Gil is Professor at the Institute of Economics, Polish Academy of Sciences in Warsaw, Poland.

Anna Florek-Paszkowska is Professor at the CENTRUM Catolica Graduate Business School, PUCP in Lima, Peru.