From words to value: how disclosure specificity and venture capital shape valuation uncertainty

This study examines how the specificity of information disclosed in Form S-1 reduces valuation uncertainty during the initial public offering (IPO) process and how venture capital (VC) involvement shapes disclosure practices and valuation outcomes. We treat IPO underpricing and the likelihood of an upward offer price revision during bookbuilding as proxies for valuation uncertainty. Using United States IPOs from 1995 to 2018 and a novel Named-Entity-Recognition-based measure of disclosure specificity, we find that greater specificity, particularly in financial risk disclosure, is associated with lower valuation uncertainty. VC-backed firms provide less specific disclosure, but VC involvement strengthens the effect of specificity on valuation precision. These findings highlight the importance of disclosure specificity in improving valuation precision and provide policy-relevant evidence supporting regulatory efforts to enhance the informativeness of mandatory filings.

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Publication Details

Journal
Applied Economics Letters
Published
2026-06-18
DOI
https://doi.org/10.1080/13504851.2026.2691970
Primary Topic
Auditing, Earnings Management, Governance
Type
article
Field-Weighted Citation Impact
0.00
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article

From words to value: how disclosure specificity and venture capital shape valuation uncertainty

Changjie Hu, Zhu Chen, Ming Liu
Applied Economics Letters
Auditing, Earnings Management, Governance
article

From words to value: how disclosure specificity and venture capital shape valuation uncertainty

Changjie Hu, Zhu Chen, Ming Liu
article en

Abstract

This study examines how the specificity of information disclosed in Form S-1 reduces valuation uncertainty during the initial public offering (IPO) process and how venture capital (VC) involvement shapes disclosure practices and valuation outcomes. We treat IPO underpricing and the likelihood of an upward offer price revision during bookbuilding as proxies for valuation uncertainty. Using United States IPOs from 1995 to 2018 and a novel Named-Entity-Recognition-based measure of disclosure specificity, we find that greater specificity, particularly in financial risk disclosure, is associated with lower valuation uncertainty. VC-backed firms provide less specific disclosure, but VC involvement strengthens the effect of specificity on valuation precision. These findings highlight the importance of disclosure specificity in improving valuation precision and provide policy-relevant evidence supporting regulatory efforts to enhance the informativeness of mandatory filings.

Applied Economics Letters
Niagara University (US), Southwestern University of Finance and Economics (CN)
Partnerships for the goals
Openalex Percentile: Top 2%
Auditing, Earnings Management, Governance
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