Healthcare pain points

What people report in Healthcare

Inbox, bed board and shift roster set the day for the people in this field. Patient Message Overload buries Clinicians and support staff in messages and calls that are not urgent, are misdirected or repeat each other, all needing manual triage while care waits. Hospital Bed Flow Breakdown leaves patients boarded in ERs and in hallways since bed assignment, transfers and discharges are not coordinated well across departments. For Hospital nurses, Care Task Overload means a pile of uncoordinated tasks and nothing to help them sort, rank or hand off the work. Not every listed problem is clinical: AI Shifts Ignore Availability comes from Retail and restaurant staff, and Scattered Hiring Pipeline from Recruiters and hiring managers. The field has 52 pain points in all.

Care Task Overload is hit at least weekly by 98% of the people describing it, Patient Message Overload by 96%, AI Shifts Ignore Availability by 92% and Hospital Bed Flow Breakdown by 91%. Unpaid Overtime and Time Theft has the most cost reports in this list, 271, followed by Patient Message Overload with 246. Several entries have 0 people who pay or would pay: Missed Patient Deterioration with 343 people, Care Task Overload with 336 and Hospital Bed Flow Breakdown with 316.

Epic, Excel, EMR, EHR, Claude, Workday, SharePoint and ATS are named most. Epic runs slowly and restarts, and it does nothing for scheduling or delays; on the nursing side it never took over the clerical coordination, and clerks were cut instead. Shared email inboxes turn messy, with replies that arrive late or never, and whiteboards go years without updates. Scheduling tools produce short shifts that workers can reject only after the fact, and AI schedules disregard requests for time off and the cover a unit needs, so they need heavy tweaking. In hiring, nothing pauses or confirms the automated emails ahead of sending, so false rejections go out. Bed assignment ignores acuity, and handoff reports get skipped.

Overbooking and Long Waits gives a builder the firmest ground in this list. Clinic and service staff lose revenue to no-shows, reminders done by hand and rigid schedules: 22 people pay or would pay for a fix, the most here, 186 say it costs them and 84% hit it at least weekly. Scattered Hiring Pipeline follows with 19 who would pay and 74% weekly, though its audience is Recruiters and hiring managers rather than clinicians. Message overload is more frequent, but only 2 people pay or would pay for it. For anyone looking for healthcare app ideas, these are the problems to start from.