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Reputational intelligence: innovating brand management through social media data

Ana-María Casado-Molina (Department of Economics and Business Administration, University of Malaga, Malaga, Spain) (School of Management, Hospitality and Tourism, University of Algarve, Faro, Portugal)
Celia M.Q. Ramos (School of Management, Hospitality and Tourism, University of Algarve, Faro, Portugal)
María-Mercedes Rojas-de-Gracia (Department of Economics and Business Administration, University of Malaga, Malaga, Spain)
José Ignacio Peláez Sánchez (Department of Computer Sciences and Languages, Higher Technical School of Computer Science, University of Malaga, Malaga, Spain)

Industrial Management & Data Systems

ISSN: 0263-5577

Article publication date: 12 November 2019

Issue publication date: 10 January 2020

706

Abstract

Purpose

Companies are currently facing the challenge of understanding how their business is affected by the large volume of opinions continually generated by their stakeholders in social media regarding their intangible assets (experiences, emotions and attitudes). With this in mind, the purpose of this paper is to present an innovative management model, named E2AB, to measure and analyse reputational intangibles from digital ecosystems and their impacts on tangible assets.

Design/methodology/approach

The methodology applied was big data and business intelligence techniques. These methods were used in the computing process to obtain daily data from every asset guarantees that the model is validated with robust data. This model has been corroborated using data from the banking sector, specifically 402,383 net data inputs from the digital ecosystems.

Findings

This study illustrates the existence of a holistic influence of intangible assets over tangible assets. The findings demonstrate complex relationships between tangible and intangible assets, determined not only by the type of variable but also by its valence and intensity.

Practical implications

These findings may help chief communication officers and general managers a better understanding of how intangible assets extracted from online users’ opinions are related to their organisation’s tangible assets plus a chance to find out about their impact and how to manage them for a practical and agile decision making in real time.

Originality/value

It is a pioneering work in establishing a model, which demonstrates transversal and holistic relationships between relational intangible and tangible assets of firms from digital ecosystems, using business intelligence techniques.

Keywords

Acknowledgements

This work was supported by the University of Malaga, through grant project (PPIT.UMA.B1.2017/05) “Diagnosis and Positioning of SMIs”. This paper was also financed by National Funds provided by FCT – Foundation for Science and Technology through the CIEO project (UID/SOC/04020/2019) and project CEFAGE (UID/ECO/04007/2019).

Citation

Casado-Molina, A.-M., Ramos, C.M.Q., Rojas-de-Gracia, M.-M. and Peláez Sánchez, J.I. (2020), "Reputational intelligence: innovating brand management through social media data", Industrial Management & Data Systems, Vol. 120 No. 1, pp. 40-56. https://doi.org/10.1108/IMDS-03-2019-0145

Publisher

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Emerald Publishing Limited

Copyright © 2019, Emerald Publishing Limited

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