Journal of Business Analytics

2018 - 2026

Current editor(s): Dursan Delen

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Volume 9, issue 4, 2026

Investigating user perceptions of Generative AI for data storytelling pp. 241-248

Vinayaka Gude and Andini Safitri

A comparative analysis of machine learning algorithms for predicting South Australian electricity prices pp. 249-264

Ilker Cingillioglu, Nathan Bowles, Natalie Mitchell and Mark Rinne

Multivariate input data for stock prediction using deep learning and hybrid models pp. 265-284

Noyonika Nag, R. Murugesan and Meera George

Mapping the luxury fashion marketing research landscape: a BERT-based topic modelling approach pp. 285-313

Aritra Pan, Shameek Mukhopadhyay, Soumyajyoti Banerjee and Priyavrat Sanyal

Research on product recommendation model of online shopping platform combining attention mechanism and GRU algorithm pp. 314-330

Siping Zhang and Jingci Xie

Volume 9, issue 3, 2026

Advanced methods for identifying and profiling social media influencers: a data-driven framework pp. 155-176

Malek Chebil, Rim Jallouli and Mohamed Anis Bach Tobji

Customer retention model using machine learning for improved user-centric quality of experience through personalised quality of service pp. 177-195

Ayodeji O.J. Ibitoye, Oluwaseun Kolade and Olufade F.W. Onifade

LLM anthropomorphization: balancing ethics and business value pp. 196-213

Manon Reusens and Bart Baesens

The sentiment-size nexus: how financial news drives forecasting power across market caps pp. 214-239

Meera George and R. Murugesan

Volume 9, issue 2, 2026

Digital-Word-of-Mouth in a newsvendor model: a simulation-based framework pp. 95-107

A. M. Coruzzolo, F. Lolli, E. Balugani and R. Gamberini

People analytics for employee turnover prediction using Extreme Learning Machine pp. 108-123

Shom Prasad Das and Jayalaxmi Samal

Evaluating sustainable cloud computing service providers in Industry 4.0: an enhanced Russell directional distance method pp. 124-139

Majid Azadi, Zohreh Moghaddas and Reza Farzipoor Saen

Navigating the landscape of big data analytics adoption in the UAE public sector pp. 140-154

Amina Abdulrahim, Amal Abdulrahim, Mohamed Yacine Haddoud and Bader Obeidat

Volume 9, issue 1, 2026

Trends in healthcare data analytics: a topic modelling approach to decision-making, efficiency, and outcomes pp. 1-15

Mohammad Daneshvar Kakhki, Mostafa Amini and Banafsheh Behzad

A video data analytics framework for managerial decision support in the hospitality industry pp. 16-42

Seyedmohammad Mousavian, Shah J. Miah and Stephen Hunt

Decoding developments and novel research pathways in e-commerce and livestreaming commerce through the lens of the technology acceptance theory: a bibliometric analysis pp. 43-64

Di Wu, Sharizal Hashim, Syed Shah Alam and Shijie Chen

Data-driven insights into racial disparities in violent deaths in the United States: predictive models for risk assessment and business solutions pp. 65-92

Ying-Ju Chen and Tatjana Miljkovic

Correction pp. 93-93

The Editors

Volume 8, issue 4, 2025

Global rail transit equipment manufacturing supply chain resilience assessment: a perspective of hypernetwork pp. 217-231

Huan Zhou, Hongye Chen and Xiangming Zheng

Empirical insights on perceived fairness violation in algorithm-supported managerial decisions pp. 232-249

Miriam Klöpper and Uwe Messer

Philosophical approaches to managing generative AI agents as artificial persons at work pp. 250-266

Thomas B. Kane

Analytics competence and IT business value: the role of metric ambidexterity pp. 267-291

Leo R. Vijayasarathy and Gaurav Jetley

Volume 8, issue 3, 2025

B2B marketing recommendation system based on improved genetic algorithm model pp. 135-146

Yuan Zhang and Jianfeng Liu

Measuring privacy/utility tradeoffs of format-preserving strategies for data release pp. 147-169

Patrick Mesana, Gregory Vial, Pascal Jutras, Gilles Caporossi, Julien Crowe and Sebastien Gambs

Evaluation of maintenance strategies using Pythagorean fuzzy sets: a novel model for time-constrained processes pp. 170-195

Semih Sancar, Ali Osman Kusakci and Berk Ayvaz

Optimizing financial modeling with machine learning: integrating particle swarm optimization for enhanced predictive analytics pp. 196-215

Ashish Jha, Sumit Maheshwari, Pankaj Dutta and Udita Dubey

Volume 8, issue 2, 2025

Analytics-based service perspective on customer value and business process management: evidence from transportation service pp. 71-78

Jiyoon An

The contribution of GenAI to business analytics pp. 79-92

Angel Salazar and Martin Kunc

Pioneering automation in agricultural subsidy processing through deep learning for computer vision pp. 93-115

Kasper Dupont Toft Braun and Jesper N. Wulff

A prediction model to detect non-compliant taxpayers using a supervised machine learning approach: evidence from Tunisia pp. 116-133

Aicha Kamoun, Rahma Boujelbane and Saoussen Boujelben

Volume 8, issue 1, 2025

Holistic approach for selecting chatbot development tools: combining AHP and TOPSIS methodologies pp. 1-23

Mohamed Lachgar, Hamid Hrimech, Younes Ommane and My Driss Laannaoui

Employee attrition prediction with convolutional neural network and synthetic minority over-sampling technique pp. 24-35

Lian Duan, Javad Paknejad and Hak Kim

Reinforcement learning for dynamic pricing and capacity allocation in monetized customer wait-skipping services pp. 36-54

Christopher Garcia

Assessing data analytics maturity: proposing a new measurement scale pp. 55-69

Despoina Ioakeimidou, Dimitrios Chatzoudes and Prodromos Chatzoglou

Volume 7, issue 4, 2024

The role of data science and data analytics for innovation: a literature review pp. 207-223

Pedro Natividade Joergensen and Michael Zaggl

Framework for human–XAI symbiosis: extended self from the dual-process theory perspective pp. 224-255

Yulia Litvinova, Patrick Mikalef and Xin (Robert) Luo

Democratisation of retail trading: a data-driven comparison of Reddit’s WallStreetBets to investment bank analysts pp. 256-272

Tolga Buz and Gerard de Melo

The analysis of firm web data for predicting company innovativeness: a comparison across different types of innovation pp. 273-291

Sander Sõna, Jaan Masso, Shakshi Sharma, Priit Vahter and Rajesh Sharma

Growth hacking business analytical tools for small and medium enterprises pp. 292-317

Anuradha A. and S. Shri Sailaxmi

Enhancing operational efficiency of insurance companies: a fuzzy time series approach to loss ratio forecasting in the Egyptian market pp. 318-336

Ahmed A. Khalil, Zaiming Liu and Ahmed Ali

Volume 7, issue 3, 2024

Data Analytics for Societal Challenges: Examining Student Participation in the National School Lunch Program pp. 137-150

Gavin Northey and Alpana M. Desai

Maximising competitive advantage: the role of strategic business analytics framework in business strategies pp. 151-177

Arvind Bhisikar

Decoding technological frames: a qualitative inquiry into business analytics perspectives pp. 178-196

Halit Keskin, Ali Ekber Akgün, Ekrem Tatoglu and Hatice Tuba Etlioglu Basaran

Predicting fraud in MD&A sections using deep learning pp. 197-206

Sachin Velloor Sivasubramanian and David Skillicorn

Volume 7, issue 2, 2024

Introducing technological disruption: how breaking media attention on corporate events impacts online sentiment pp. 63-82

Dane Vanderkooi, Atefeh Mashatan and Ozgur Turetken

Intelligent decision support system using nested ensemble approach for customer churn in the hotel industry pp. 83-93

Leila Taherkhani, Amir Daneshvar, Hossein Amoozad Khalili and Mohammad Reza Sanaei

The era of business analytics: identifying and ranking the differences between business intelligence and data science from practitioners’ perspective using the Delphi method pp. 94-119

Mutaz M. Al-Debei

Exploring the relationship between YouTube video optimisation practices and video rankings for online marketing: a machine learning approach pp. 120-135

Marina E. Johnson and Ross A. Malaga

Volume 7, issue 1, 2024

Role of External Factors in Adoption of HR Analytics: Does Statistical Background, Gender and Age Matters? pp. 1-14

Ghulam Muhammad, Muddassir Sayeed Siddiqui, Rizwana Rasheed, Heena Shabbir and Rabia Falak Sher

A Shapley-value Index for Market Basket Analysis: Weighting Shapley’s Value pp. 15-24

Harrison Bohl, Jasmine Craig and Evan Shellshear

When and how to adjust statistical forecasts in supply chains? Insight from causal machine learning pp. 25-41

Budhi S. Wibowo

An adaptive and enhanced framework for daily stock market prediction using feature selection and ensemble learning algorithms pp. 42-62

Mahmut Sami Sivri and Alp Ustundag