Measuring value-based management using natural language processing

We propose an alternative approach to quantifying a firm’s value-based management (VBM) sophistication. The approach uses natural language processing (NLP) and builds on a newly developed, customised dictionary. We describe the development of this dictionary and validate the resulting measure for a large sample of European listed firms (STOXX Europe 600 Index) using tests of internal consistency, construct validity, and relevant robustness checks. In doing so, we present a novel application of NLP in management accounting. We also contribute a customised, open-source dictionary for the measurement of VBM sophistication thereby creating opportunities for future research.

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Publication Details

Journal
PubData
Published
2025-10-18
DOI
https://doi.org/10.48548/pubdata-3162
Primary Topic
Financial Reporting and Valuation Research
Type
article
Field-Weighted Citation Impact
0.00
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article

Measuring value-based management using natural language processing

Janice Wobst, Philipp Röttger, Rainer Lueg
PubData
Financial Reporting and Valuation Research
article

Measuring value-based management using natural language processing

Janice Wobst, Philipp Röttger, Rainer Lueg
article en

Abstract

We propose an alternative approach to quantifying a firm’s value-based management (VBM) sophistication. The approach uses natural language processing (NLP) and builds on a newly developed, customised dictionary. We describe the development of this dictionary and validate the resulting measure for a large sample of European listed firms (STOXX Europe 600 Index) using tests of internal consistency, construct validity, and relevant robustness checks. In doing so, we present a novel application of NLP in management accounting. We also contribute a customised, open-source dictionary for the measurement of VBM sophistication thereby creating opportunities for future research.

PubData
Quality Education
Openalex Percentile: Top 15%
Financial Reporting and Valuation Research
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