Research

Publications of Aritra Pan: transformer-based topic modelling and bibliometrics, market microstructure and connectedness, and generative AI in management education.

My work sits at the intersection of computational text analysis and empirical finance, with a growing strand on how generative AI changes management education. Full records: Google Scholar · ORCID · Scopus · BibTeX.

Refereed journal articles

AI and management education

Pan, A. (2026). The AI-augmented collaborative learning model: A conceptual framework for integrating generative AI in business and management education. The International Journal of Management Education (Elsevier) Scopus Q1ABDC B

Transformer-based topic modelling and research mapping

Pan, A., Mukhopadhyay, S., Banerjee, S., & Sanyal, P. (2025). Mapping the luxury fashion marketing research landscape: a BERT-based topic modelling approach. Journal of Business Analytics (Taylor & Francis) Scopus Q2ABDC C

Ray, S., Pan, A., Shukla, A., & Rastogi, S. K. (2025). Mapping and decoding green finance research: themes and topic interconnections using a multi-method approach. International Journal of Productivity and Performance Management (Emerald) Scopus Q1ABDC B

Banerjee, S., & Pan, A. (2024). From Colonial Legacies to Linguistic Inclusion: A BERTopic-Enhanced Bibliometric Insight into Global South Higher Education. IEEE Access Scopus Q1

Financial markets and connectedness

Das, S., Pan, A., & Jain, N. K. (2023). Investigating the muti-scaling properties and connectedness of the sovereign bond yields: Hurst exponent and network analysis approach. Heliyon (Cell Press) Scopus Q1

Pan, A., & Misra, A. K. (2022). Carry-forward modeling for high frequency limit-order executions: an emerging market perspective. American Business Review (University of New Haven) ScopusABDC A

Pan, A., & Misra, A. K. (2021). A Comprehensive Study on Bid-Ask Spread and its Determinants in India. Cogent Economics & Finance (Taylor & Francis) ScopusESCIABDC B

Pan, A., & Misra, A. K. (2020). Assessment of Asymmetric Information Cost in Indian Stock Market: A Sectoral Approach. Global Business Review (Sage) ScopusABDC B

Machine learning applications

Pan, A., Mukhopadhyay, S., & Samanta, S. (2022). Liver Disease Detection: A Review of Machine Learning Algorithms and Scope of Optimization. International Journal of Healthcare Information Systems and Informatics (IGI Global) ScopusABDC C

Teaching case

Pan, A., & Misra, A. K. (2018). Asymmetric Information During Merger: A Case of SBI. ET Cases, The Economic Times

Conference presentations

  • Pan, A., Shukla, A., & Ray, S. (2024). Identifying themes and research clusters in green finance using language transformers (BERT) and a topic recommendation system. 9th Pan-IIM World Management Conference, IIM Sambalpur, 22–24 January.
  • Pan, A., Mukhopadhyay, S., & Banerjee, S. (2023). What after bibliometrics? Recommending topics for research in luxury fashion marketing: a topic recommendation approach. 56th Annual Convention of ORSI and 10th International Conference on Business Analytics and Intelligence (ICBAI), IISc Bangalore, December.
  • Pan, A., & Banerjee, S. (2023). A topic recommendation approach for luxury fashion marketing research beyond bibliometrics. 9th International Conference on the Global Business Environment, with EGADE Business School, Tecnológico de Monterrey, 15–16 December.
  • Pan, A., Banerjee, S., & Bharadwaja, M. (2023). Decoding persuasive appeals: a focus group study in management instruction. 9th International Conference on the Global Business Environment, with EGADE Business School, Tecnológico de Monterrey, 15–16 December.
  • Pan, A., Sanyal, P., & Mandal, S. (2023). Identifying themes and research clusters in neuromarketing using language transformers (BERT) and a topic recommendation system. 3rd International Business Analytics Conference, K J Somaiya Institute of Management, Mumbai, with New Jersey City University, March. Invited for submission to Management Decision.
  • Das, S., & Pan, A. (2023). Investigating the multi-scaling properties and connectedness of sovereign bond yields: Hurst exponent analysis approach. 5th International Conference on Banking and Finance, IMI Bhubaneswar.
  • Parhi, S., & Pan, A. (2022). Evaluation of socio-environmental factors for green supply chain management. International Conference on Global Business Environment 2022, IMI Bhubaneswar.
  • Mukhopadhyay, S., Pan, A., & Samanta, S. (2020). Liver disease detection using machine learning: efficient algorithm selection. Management Doctoral Colloquium, IIT Kharagpur.
  • Pan, A., & Misra, A. K. (2017). Asymmetric information during merger: a case of SBI. International Conference on Financial Markets and Corporate Finance, IIT Kharagpur.
  • Pan, A. (2017). Characteristics of high frequency trading: a study on NSE. Management Doctoral Colloquium, IIT Kharagpur.
  • Pan, A. (2016). High frequency determinants of spread: a study in selected Nifty50 stocks. Management Doctoral Colloquium, IIT Kharagpur.
  • Pan, A., Shankar, A., & Titiyal, R. (2015). Changing dimensions of e-recruitment: a roadmap ahead. Management Doctoral Colloquium, IIT Kharagpur.

Invited lectures and talks

  • Workshop on Data and Business Analytics for AGMs and Managers, Reserve Bank of India, Bhubaneswar Regional Office, August 2023. LinkedIn
  • Guest lecture on Big Data Analytics, Ravenshaw University, Cuttack, September 2023. LinkedIn
  • Management Masterclass, Introduction to Business Analytics, IMS India. YouTube

Editorial and professional service

  • Associate Editor, IMIB Journal of Innovation & Management (Sage), during tenure at IMI Bhubaneswar.
  • Nominated academic expert (IMT Ghaziabad), CII Smart HR Summit on the Role of Technology in Transforming the Workplace, New Delhi, 2019.