Operationalization of the construct “Business model of a Bank”: clustering analyses with deep neural networks

This paper presents a framework to operationalize the multidimensional construct of a bank's business model (BBM). We conceptualize the construct from a structural perspective, defining it as its balance sheet's strategic composition and structure, encompassing asset allocation and funding...

Full description

Saved in:

Bibliographic Details
Published in:	Journal of banking regulation Vol. 26; no. 3; pp. 392 - 407
Main Authors:	Herdt, Manfred, Schulte-Mattler, Hermann
Format:	Journal Article
Language:	English
Published:	London Palgrave Macmillan 01.09.2025
Subjects:	Asset allocation Autoencoders Balance sheet characteristics Balance sheets Banking industry Banks Business model of banks Business models Cluster analysis Clustering Decision making Deep autoencoder-based clustering Deep learning Funding Innovations Investment Management decisions Neural networks Ontology Policy making Return on equity Strategic management
ISSN:	1750-2071, 1745-6452, 1750-2071
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!

Be the first to leave a comment!