Editorial: Innovative Data – Use-Cases in Management Accounting Research and Practice

European Accounting Review (Forthcoming)

46 Pages Posted: 21 Dec 2022 Last revised: 9 May 2023

See all articles by Matthias D. Mahlendorf

Matthias D. Mahlendorf

Frankfurt School of Finance & Management

Melissa Martin

University of Illinois at Chicago

David Smith

Monash Uniiversity

Date Written: May 2, 2023

Abstract

This editorial provides an overview of innovative data and use-cases for management accounting research and practice. We cover data such as natural language, crowd-sourced ratings on online platforms, videos, geolocation, and satellite data. Moreover, we develop a matrix of new data sources and management accounting research topics and highlight combinations of data and topics that represent promising starting points for future research. Our goal is to inspire future research by showing the rich field of innovative data and the diversity of applications that are related to managerial decision-making and management control.

Keywords: management accounting, alternative data, decision-making, management control, textual analysis, machine learning

JEL Classification: M1, M2, M4, M5

Suggested Citation

Mahlendorf, Matthias D. and Martin, Melissa and Smith, David Alan, Editorial: Innovative Data – Use-Cases in Management Accounting Research and Practice (May 2, 2023). European Accounting Review (Forthcoming), Available at SSRN: https://ssrn.com/abstract=4297954 or http://dx.doi.org/10.2139/ssrn.4297954

Matthias D. Mahlendorf (Contact Author)

Frankfurt School of Finance & Management ( email )

Adickesallee 34
Frankfurt, DE RLP 60322
Germany

Melissa Martin

University of Illinois at Chicago ( email )

1200 W Harrison St
Chicago, IL 60607
United States

David Alan Smith

Monash Uniiversity ( email )

900 Dandenong Rd
Caulfield East, Victoria 3145
Australia
+61 3 990 34592 (Phone)

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