Pricing the Audit Risk of Innovation: Intangibles and Patents

The economic literature documents that the investment rate in intangible assets, including intellectual property (IP), has far outpaced that of tangible assets for several decades. In this context, our research delves into the impact of self-created intangible assets on the auditor’s risk assessment. We present compelling evidence that, on average, research and development (R&D) knowledge capital is associated with higher audit fees. Using patent-based metrics as the proxies for innovation outcomes, we reveal that the number of patents (quantity), patent citations (quality-adjusted quantity), and patent technology classes (scope) all positively correlate with audit fees. Additional analyses show that innovation efficiency is negatively associated with audit fees. Furthermore, firms with a higher intensity of knowledge capital are more likely to receive going concern opinions than those with significant innovation outcomes. These findings provide valuable insights into the complex relationship between intangible assets and audit risk assessment.

Authors

Institutions

Publication Details

Journal
International Journal of Financial Studies
Published
2025-03-04
DOI
https://doi.org/10.3390/ijfs13010042
Citations
2
Primary Topic
Auditing, Earnings Management, Governance
Type
article
Field-Weighted Citation Impact
7.82
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Pricing the Audit Risk of Innovation: Intangibles and Patents

Hsiao‐Tang Hsu, Daqun Zhang, Donald R. Deis
2 citations
International Journal of Financial Studies
Auditing, Earnings Management, Governance
7.82
article

Pricing the Audit Risk of Innovation: Intangibles and Patents

Hsiao‐Tang Hsu, Daqun Zhang, Donald R. Deis
article en
2 citations

Abstract

The economic literature documents that the investment rate in intangible assets, including intellectual property (IP), has far outpaced that of tangible assets for several decades. In this context, our research delves into the impact of self-created intangible assets on the auditor’s risk assessment. We present compelling evidence that, on average, research and development (R&D) knowledge capital is associated with higher audit fees. Using patent-based metrics as the proxies for innovation outcomes, we reveal that the number of patents (quantity), patent citations (quality-adjusted quantity), and patent technology classes (scope) all positively correlate with audit fees. Additional analyses show that innovation efficiency is negatively associated with audit fees. Furthermore, firms with a higher intensity of knowledge capital are more likely to receive going concern opinions than those with significant innovation outcomes. These findings provide valuable insights into the complex relationship between intangible assets and audit risk assessment.

International Journal of Financial StudiesVol. 13(1)
Université Bourgogne Franche-Comté (FR), Texas A&M University – Corpus Christi (US)
Openalex Percentile: Top 4%
Auditing, Earnings Management, Governance
7.82
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Pricing the Audit Risk of Innovation: Intangibles and Patents — Hsiao‐Tang Hsu, Daqun Zhang, et al. · International Journal of Financial Studies (2025) | TGRS Research Map | TGRS