Insiders Take Longer, Retail Hits Harder: Organizational Predictors of Data Breach Outcomes

This study examines the factors that influence the scale and timeliness of data breaches in an era of escalating digital threats, where the average breach cost reached $4.88 million in 2024. Analyzing 19,255 incidents from the Privacy Rights Clearinghouse using regression models, the findings reveal that insider-led breaches result in a reporting lag of approximately 79 days longer than external breaches, although affecting fewer records. Additionally, organizations in the healthcare, government, and education sectors experience breaches that are over 100% larger in scale than those in other sectors. The analysis also demonstrates that data sensitivity has a significant impact on breach severity and disclosure dynamics. These insights offer valuable contributions to crisis communication theories, inform policymakers in developing nuanced data breach laws, and equip organizational leaders to tailor incident response strategies effectively.

Authors

Publication Details

Journal
ScholarSpace (University of Hawaii at Manoa)
Published
2025-12-23
Primary Topic
Information and Cyber Security
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Insiders Take Longer, Retail Hits Harder: Organizational Predictors of Data Breach Outcomes

Tianyu Bell Pan, Guohou Shan, Shizhen Jasper Jia
ScholarSpace (University of Hawaii at Manoa)
Information and Cyber Security
article

Insiders Take Longer, Retail Hits Harder: Organizational Predictors of Data Breach Outcomes

Tianyu Bell Pan, Guohou Shan, Shizhen Jasper Jia
article en

Abstract

This study examines the factors that influence the scale and timeliness of data breaches in an era of escalating digital threats, where the average breach cost reached $4.88 million in 2024. Analyzing 19,255 incidents from the Privacy Rights Clearinghouse using regression models, the findings reveal that insider-led breaches result in a reporting lag of approximately 79 days longer than external breaches, although affecting fewer records. Additionally, organizations in the healthcare, government, and education sectors experience breaches that are over 100% larger in scale than those in other sectors. The analysis also demonstrates that data sensitivity has a significant impact on breach severity and disclosure dynamics. These insights offer valuable contributions to crisis communication theories, inform policymakers in developing nuanced data breach laws, and equip organizational leaders to tailor incident response strategies effectively.

ScholarSpace (University of Hawaii at Manoa)
Peace, Justice and strong institutions
Openalex Percentile: Top 23%
Information and Cyber Security
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.