# The Perception Gap in Failure Rates Why do people consistently underestimate how often things fail? - **Source:** [The Big Picture](https://ritholtz.com) - **Published:** 2026-07-21 - **Topic:** [Business](https://brifing.si/c/business) - **Original article:** - **On Brifing:** https://brifing.si/s/912d91c1-7750-4c2b-8378-a9363c1a0f0a ## The Hidden Reality of Failure Research shows people underestimate failure rates in areas like restaurants and theater productions by up to 20%. While actual failure rates stand at 61%, average estimates are only 41%. This distortion particularly affects investment decisions in high-risk industries. ## The Harsh Truth About Restaurants While popular restaurants seem like success stories, nearly 60% close within their first year. People underestimate challenges like thin margins, long hours, and shifting trends. Outside fast food chains, restaurant ownership remains an unstable investment. ## Media's Distorted Reality Analysis of 2.4 million news articles reveals failure stories are significantly underreported. For instance, while Advil proves ineffective 52% of the time, positive reviews create a perception of only 7% inefficacy, skewing public understanding. ## Social Media's Role People avoid sharing failures on social platforms. Combined with survivorship bias, this creates collective misperception. The abundance of success stories makes market conditions appear easier than they truly are. ## Base-Rate Blindness Researchers identify a new cognitive bias: 'base-rate blindness'. People ignore industry-wide failure statistics while focusing on exceptional success cases. This phenomenon negatively impacts investment decisions across sectors. ## The Power of Realistic Expectations Accurately understanding failure rates proves critical for entrepreneurs and investors alike. Underestimating industry risks leads to poor resource allocation and unsustainable business models. Data-driven decisions significantly improve success probabilities. ## Sources covering this story - https://ritholtz.com/2026/07/the-failure-gap/ — --- _Summary written by Brifing from the original reporting. Copyright in the original article belongs to its publisher; read the full piece at the link above._