---
title: Firm Performance Prediction with Nonfinancial Disclosures
url: https://www.ml-quant.com/papers/repec/eme-jaeepp-jaee-07-2023-0205/
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: RePEc:eme:jaeepp:jaee-07-2023-0205
source_url: https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fwww.emerald.com%2Finsight%2Fcontent%2Fdoi%2F10.1108%2FJAEE-07-2023-0205%2Ffull%2Fhtml%3Futm_source%3Drepec%26utm_medium%3Dfeed%26utm_campaign%3Drepec%3Bh%3Drepec%3Aeme%3Ajaeepp%3Ajaee-07-2023-0205
featured: 2024-10-09
citations: unknown
topic: Corporate Finance
---


# Firm Performance Prediction with Nonfinancial Disclosures

A study suggests that adding nonfinancial factors like narrative tone and corporate governance to financial prediction models can improve the accuracy of predicting company performance in the unpredictable Pakistani market.

- Source: https://econpapers.repec.org/scripts/redir.pf?u=https%3A%2F%2Fwww.emerald.com%2Finsight%2Fcontent%2Fdoi%2F10.1108%2FJAEE-07-2023-0205%2Ffull%2Fhtml%3Futm_source%3Drepec%26utm_medium%3Dfeed%26utm_campaign%3Drepec%3Bh%3Drepec%3Aeme%3Ajaeepp%3Ajaee-07-2023-0205
- Identifier: RePEc:eme:jaeepp:jaee-07-2023-0205
- Released: 2024-10-09
- First featured: Quant Letter No. 69 (2024-10-09): https://www.ml-quant.com/issues/2024-10-09/
- Citations (Semantic Scholar): not tracked
- Published in: not yet
- Topic: Corporate Finance

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