Primary sources behind every figure.
Every statistic on this site linked to a primary source. No vendor-blog round-trips. Reviewed quarterly.
The $150 billion figure
Cost of missed appointments to the US healthcare system (industry estimate)
2024No-show rates in healthcare
No-shows in appointment scheduling: a systematic literature review
2018No-show to primary care appointments: why patients do not come
2013Behavioral health no-show rates
Patient non-attendance at out-patient clinics: a systematic review
2018Why don't patients attend their appointments?
2007Predictors of no-show behavior at VA PTSD clinics
2013SMS and reminder effectiveness
Use of telephone and SMS reminders to improve attendance at hospital appointments: a systematic review
2011Mobile phone messaging reminders for attendance at healthcare appointments
2013Patient outcomes: beyond revenue
Morbidity, mortality and missed appointments in healthcare: a national retrospective data linkage study
2019Restaurant and hospitality
OpenTable Restaurant Industry Report 2023
2023Salon and beauty
Phorest Salon Software Industry Report 2023
2023MGMA financial benchmarks
MGMA DataDive Cost and Revenue Survey 2024
2024Methodology notes
We prioritize peer-reviewed literature, professional association surveys (MGMA, AMA), and verified industry reports (OpenTable, Phorest). Vendor-produced data is cited only when no independent source exists and the methodology is disclosed.
MGMA DataDive is paywalled. We cite the publicly available summaries and validated figures that MGMA has published in accessible formats (conference presentations, press releases) or that have been independently replicated.
This citation archive is reviewed quarterly. Last update: June 2026, when the patient-reasons breakdown was re-sourced to its primary study (Kaplan-Lewis and Percac-Lima, Journal of Primary Care & Community Health 2013: forgetting 35.5%, miscommunication 31.5%), the missed-appointment mortality citation was corrected to McQueenie et al (BMC Medicine 2019), and the reminder-effectiveness and headline-cost citations were re-verified. New data sources are added as they are published. Outdated statistics are flagged and replaced.