Shades of theory: A topic modelling of ways of theorizing in accounting history research

The article aims to explore ways of theorizing in accounting history research. The article draws on findings originating from a semi-automated text analysis by means of topic modelling of 1,300 accounting history papers published between 1996 and 2015 across six journals most relevant to the discipline. Findings show the presence of a whole range of ways of theorizing at different levels of abstraction (from narrating to conceptualizing to theorizing settings to grand theorizing). Different ways of theorizing tend to be associated not only with specific research objects but also with specific journal types. Overall, both narrating and grand theorizing are relatively decreasing in favour of mid-range theorizing approaches, which seem to be on the rise.