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Interconnectedness through the Lens of Consumer Credit Markets

The Econometrics of Networks

ISBN: 978-1-83867-576-9, eISBN: 978-1-83867-575-2

Publication date: 19 October 2020

Abstract

Financial systemic risk is often assessed by the interconnectedness of financial institutes (FI) in terms of cross-ownership, overlapping investment portfolios, interbank credit exposures, etc. Less is known about the interconnectedness between FIs through the lens of consumer credits. Using detailed consumer credit data in Canada, this chapter constructs a novel banking network to measure FIs’ interconnectedness in the consumer credit markets. Results show that FIs on average are more connected to each other over the sample period, with the interconnectedness measure increases by 19% from 2013 Q4 to 2019 Q4. FIs with more diversified portfolios are more connected in the network. Among various types of FIs, secondary FIs have the notable increase in interconnectedness. Domestic Systemically Important Banks and secondary FIs offering a broad range of loan products are more connected to large FIs, while those specialized in single loan types are more connected to their industry peers. FI connectedness is also significantly related to their participation in the mortgage markets.

Keywords

Acknowledgements

Acknowledgments

I thank Jose Fique, Laurent Holleville, Kim P. Huynh, David T. Jacho-Chavez, Brian Peterson, Marcel Voia, and two anonymous referees for useful comments. I thank the HPC team at the Bank of Canada for their excellent assistance with EDITH 2.0 High Performance Cluster, where all the computations were performed. All errors are mine. The views expressed in this chapter are mine. No responsibility for them should be attributed to the Bank of Canada.

Citation

Ho, A.T.Y. (2020), "Interconnectedness through the Lens of Consumer Credit Markets", de Paula, Á., Tamer, E. and Voia, M.-C. (Ed.) The Econometrics of Networks (Advances in Econometrics, Vol. 42), Emerald Publishing Limited, Leeds, pp. 315-333. https://doi.org/10.1108/S0731-905320200000042015

Publisher

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Emerald Publishing Limited

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