---
title: Accounting Comparability
url: https://www.ml-quant.com/papers/ssrn/4993512/
site: ML-Quant (https://www.ml-quant.com)
updated: 2026-09-26
license: Summaries CC BY 4.0; links go to the original sources
index: https://www.ml-quant.com/llms.txt
identifier: SSRN 4993512
source_url: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4993512
featured: 2024-10-23
citations: unknown
topic: Risk, Credit & Banking
---


# Accounting Comparability

The research indicates that firms with higher accounting comparability have lower ESG reputational risk, reduced capital costs, and increased investment activity, emphasizing the role of comparability in financial decision-making and risk management.

- Source: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4993512
- Identifier: SSRN 4993512
- Released: 2024-10-20
- First featured: Quant Letter No. 71 (2024-10-23): https://www.ml-quant.com/issues/2024-10-23/
- Citations (Semantic Scholar): not tracked
- Published in: not yet
- Topic: Risk, Credit & Banking

## Related

- [Sovereign Debt Default and Climate Risk](https://www.ml-quant.com/papers/arxiv/2501.11552/): The paper investigates the link between sovereign debt default and environmental factors, concluding that climate risk does not significantly affect the decision to default in developing and low-income countries.
- [How important are ESG factors for banks' cost of debt? An empirical investigation](https://www.ml-quant.com/papers/ssrn/5270535/): The paper explores the link between banks' ESG scores and their funding costs, concluding that higher ESG ratings positively influence funding costs and that changes in ESG ratings significantly impact banks' bond yields.
- [Propagation of carbon price shocks through the value chain: the mean-field game of defaults](https://www.ml-quant.com/papers/arxiv/2507.11353/): The study introduces a new framework to analyze the impact of carbon pricing in a multi-sector economy, highlighting the significant spillover effects and the importance of sectoral interdependencies in decarbonization.
- [Financial Instruments for Decarbonization: Likely Pathways for the Romanian Economy](https://www.ml-quant.com/papers/ssrn/4440511/): The study highlights key financial tools in Romania, like green bonds and loans, which can help transition to a low-carbon economy, with banks playing a major role.
- [Assessing the regulatory framework of financial institutions in Canada in the context of international climate risk management practices and Canadian net zero emission targets](https://www.ml-quant.com/papers/arxiv/2411.02668/): An evaluation of Canada's financial regulatory frameworks for climate risk disclosure identifies areas for improvement to meet energy net zero targets, comparing it to international standards.
- [Satellite Data for Climate Finance](https://www.ml-quant.com/papers/ssrn/4948587/): Satellite data from Earth Observation systems could aid in creating green financial products by filling data gaps, as per a central banking viewpoint.
