Publications

13 entries: journal articles, book chapters, conference papers, research reports, doctoral thesis and talks.

For reference managers: BibTeX, JSON

2026

2025

Talk

Enhancing value propositions in metaverse business models: A means-end chain theory approach

Leschik, D. (2025). Business Model Conference 2025, University of Oulu, Finland.

2024

Book chapter

Unlocking the marketing and sales potential: Bridging generative AI with domain-specific data using retrieval augmented generation architecture

Lac, V., & Leschik, D. (2024). In T. Bolz & G. Schuster (Eds.), Generative Künstliche Intelligenz in Marketing und Sales (pp. 207–219). Springer Gabler.

Summary

The chapter shows how a retrieval-augmented generation (RAG) architecture connects language models with domain-specific marketing and sales data without compromising confidentiality and privacy.

2023

Conference paper

Application of sentiment analysis and topic modelling in marketing and management: Tesla supercharger example

Leschik, D., & Lac, V. (2023). In L.-M. Altendorfer et al. (Eds.), Tagungsband zur IU-Fachtagung Content Marketing 2.0: Potenziale und Herausforderungen neuer Ansätze des Content Marketings (pp. 27–40). IU Internationale Hochschule.

Summary

The study combines sentiment analysis and topic modelling (LDA) to analyse about 4,700 German-language online comments on Tesla opening its Supercharger network to other brands. A BERT model trained on German text performed best; sentiment was mostly negative, with pricing, availability and blocked charging bays as frequent topics.

2022

Journal article

M&As in Germany: Measuring success for the pharma and biotech industries

Leschik, D., Rossberger, R., & Oczkowski, E. (2022). Journal of Business Strategy, 43(2), 87–95. Published online on 9 December 2020.

Summary

Based on in-depth interviews with executives involved in mergers and acquisitions, the study identifies success metrics for small and medium-sized pharmaceutical and biotech companies in Germany, such as integrated cultures, employee retention, new technology knowledge, more patent-protected products and higher clinical success rates. Interviewees combine several metrics with monetary tools.

Research report

Live FM: Fan Monitor 2022 – German music fans, technology innovation and sustainable consumption

Tigre Moura, F., & Leschik, D. (2022). IU Internationale Hochschule.

2021

Research report

Live FM: Fan Monitor 2021 – An analysis of attitudes and behavioral trends of music fans in Germany and Scotland

Tigre Moura, F., Leschik, D., Carnicelli Filho, S., McPherson, G., & Reid, E. (2021). IU Internationale Hochschule & University of the West of Scotland.

Summary

Annual survey study of the attitudes and behaviour of music fans in Germany and Scotland. The 2021 edition focuses on technology and innovation, such as facial recognition at events.

2020

2017

Doctoral thesis

Assessment of post-merger and acquisition success factors for small- and medium-size German pharmaceutical and biotechnology companies

Leschik, D. (2017). Doctor of Business Administration, Charles Sturt University, Australia. Awarded the Joss Group Outstanding Thesis Prize.