This paper explores the possibilities of machine learning (ML) methods in management accounting research and showcases one future avenue in practice by applying ML-based textual literature review to ML/AI research in accounting. The review reveals that machine learning methods in management...

The purpose of this paper is to develop and validate a text-based measure of innovation using textual analysis of 10-K filings. We hypothesize that the text-based innovation measure is associated with innovation outcomes and can be used to measure innovation for companies without patents and...

Prior servitization papers have demonstrated mixed results regarding the profit impact of servitization and the capabilities required to facilitate the servitization process. We tap into this issue problem by aiming to investigate the relationship between servitization and company profitability...