PATIENT
SAFETY
A Real Problem Affecting Real People and Families
What is patient safety?
Patient safety = protecting patients from harm
Preventing Errors: In medications, care, and procedures.
Reducing Risks: Like infections and diagnostic mistakes.
Improving Systems: For safer outcomes for every patient.
It’s the foundation of trustworthy, high-quality healthcare.
A New Era of Patient Safety
From Passive Recipients to Active Participants
We can reimagine patient safety by shifting from clinical solutions to consumer-driven innovations. In a volatile healthcare environment, self-directed patient safety can equip consumers with the tools, technologies, and information they need to anticipate and prevent harm wherever they receive care.
📣 We call on innovators to join us in creating the next generation of consumer-focused safety solutions.
5 Problem Categories
Innovators should consider how they can put emerging technologies—such as AI, augmented and virtual reality, digital health tools, remote monitoring, mobile apps, wearable devices, predictive analytics, and more—into the hands of the consumer. The ideas should address the most common types of medical harm:
Medication-related – 44% of patient harm and injury
Medical Complications with Patient Care – 23%
Procedure/surgery-related – 22%
Infections – 11%
Diagnostic Errors
The first four categories are drawn from the Institute for Healthcare Improvement (IHI) Global Trigger Tool (GTT). In addition to the IHI GTT categories, we believe diagnostic error also should also be considered, as it is a leading cause of preventable patient harm and death and spans the continuum of care, particularly primary care. Teams should be clear about what category their idea addresses.
FOCUS AREAS FOR INNOVATION
Empowering Patients and Families: Tools or platforms that help consumers understand and reduce risks in the categories above.
Diagnostic safety: Interventions that improve diagnostic accuracy, engage patients in acquiring information about their conditions and test results, and increase access to ‘second opinions.’
Home-Based Safety Solutions: Innovations tailored to the home environment, such as smart devices or digital health tools that monitor health conditions, or provide early warnings of potential harm to patients
Medication Error
Occurs when drugs are improperly prescribed, administered, or monitored, leading to adverse drug reactions, overdoses, or dangerous drug interactions.
Common types of harm events related to medication identified by the Office of the Inspector General include delirium or other change in mental status, hypotension, acute kidney injury, excessive bleeding and hypoglycemia.
PODCAST: A Health System That Won’t Learn From Its Mistakes (Health Affairs)
Infections
Refers to healthcare-associated infections (HAIs), like bloodstream infections, urinary infections, or pneumonia, which occur due to poor hygiene practices, unsterile equipment, or improper use of antibiotics.
Hundreds of millions of patients are affected by HAIs every year. It is estimated that 7 out of 100 hospitalized patients (7%) in high-income countries will acquire one or more HAIs, and that rate is even higher in low- and middle-income countries. Common types of harm events identified by the Office of the Inspector General include respiratory infections, surgical site infections, thrush, sepsis and C. diff infection.
Procedural/ Surgical Safety
Arises from errors or complications during surgery or medical procedures, such as wrong-site surgery, anesthesia errors, or leaving surgical instruments inside the patient.
More than one million patients die from complications due to surgery each year. Unsafe surgical procedures can cause complications in as many as 25% of patients. Common types of harm events identified by the Office of the Inspector General include hypotension, excessive bleeding, embolisms, cerebrovascular accidents, and prolonged ileus.
Patient Care
Includes failures in basic care practices and overlooked clinical deterioration from inadequate monitoring or support.
Patient care pertains to the daily care of patients, which is often performed by nurses. The Office of the Inspector General identified several common types of harmful events in their latest report. They include pressure injury, skin tears, abrasions and breakdowns, falls, fluid and electrolyte disorders, and intravenous catheter infiltration, burn or phlebitis.
Diagnostic Errors
Involves missed, delayed, or incorrect diagnoses, often leading to unnecessary treatments or worsening of a patient’s condition due to failure to identify the correct illness.
According to the World Health Organization, inaccurate or delayed diagnosis is one of the most common causes of patient harm and affects millions of patients each year. Diagnostic errors, the failure to identify the nature of an illness in a timely and accurate manner, occur in about 5% of adults in the outpatient care setting in the United States. Medical record reviews have also revealed that diagnostic errors account for between 6% and 17% of harmful events in the hospital.
The Basics
We’ve pulled together the following resources to help you dive deeper into the topic of patient safety and help you understand the problem as you think about innovating.
PODCAST: How data plays into patient safety
PODCAST: Human factors and patient safety
EXISTING PATIENT SAFETY TECH
These types of technology are being presented to help innovators see what technology is already available. This is in no way a comprehensive list but gives entrepreneurs ideas about what exists and how it has been used to improve patient safety from both consumer and clinical sides of the coin.
AI
Natural Language Processing
Computer Vision
ML
Robotics
Virtual and augmented reality
Wearables and sensors
Reduce infections using technology to monitor hand hygiene compliance
Identify surgical site infections early using sensors to detect changes in wounds
Medical devices and diagnostic tools
SMS and instant messaging
Additional Stories
Here are some additional stories to help you understand the problem from the perspective of patients and patient advocates, including doctors who want to help.
Additional Patient Videos
Patients for Patient Safety US (PFPS US) has an excellent collection of patient stories here
Vignettes
Health Affairs: When a patient dies from a medical error, there often is no recourse for the family.
The Guardian (United Kingdom): ‘We had such trust, we feel such fools’: how shocking hospital mistakes led to our daughter’s death
TedX Talks
All of these videos are less than 15 minutes in length and relate to patient safety and medical error.
Medical Errors: The Silent Killer in Medicine | Carol Gunn | TEDxFargo
Transparency, Compassion, and Truth in Medical Errors | Leilani Schweitzer | TEDxUniversityofNevada
Medical Errors Are Killing Us | Theresa Sabo | TEDxStanleyPark
How To Prevent Becoming A Victim of Medication Errors | Dr. Lusia Fomuso | TEDxPleasantGrove
DOCUMENTARIES
Resources for AI in Health care
Artificial intelligence is in its nascent stages in healthcare, especially as it relates to its application to improve patient safety and reduce preventable patient harm and death. These resources should be helpful in gaining an understanding about its potential application as well as tools that can be applied during the process of building a product or solution.
AI in healthcare: from full-body scanning to fall prevention
The Future Of Hospitals, The Hospitals Of The Future! - Live Q&A With The Medical Futurist
Good Machine Learning Practice for Medical Device Development: Guiding Principles
The potential of artificial intelligence to improve patient safety: a scoping review
Patient Safety and Artificial Intelligence: Opportunities and Challenges for Care Delivery
Generative artificial intelligence, patient safety and healthcare quality: a review
Datasets
The following data sources may be helpful for data scientists and students looking to work on advanced analytics and AI-related projects.
General
Patient Safety Indicator Data
Agency for Healthcare Research and Quality (AHRQ) Patient Safety Indicator 11 (PSI-11)
Centers for Medicare & Medicaid (CMS) AHRQ Patient Safety Indicator Data
Medications
Devices
Doctor-Patient Encounters for Natural Language Processing
Cost and Utilization
Critical Care
Please note that access may be hard to obtain over a hackathon weekend. You must request access during a WEEKDAY.
Timely Articles
The following list may be updated over time as we identify helpful and timely articles that have been posted about patient safety.
The Hill: Action on patient safety will help achieve the health care system we deserve
Forbes: When Medical Error Becomes Personal, Activism Becomes Painful
New England Journal of Medicine: Health Care Safety during the Pandemic and Beyond — Building a System That Ensures Resilience
The Guardian: Burnout in doctors doubles chances of patient safety problems, study finds
Wolters Kluwer: Three potential patient safety risks that can be addressed through technology
KevinMD: What hospitals can learn from the Radonda Vaught Case
AcademyHealth: Reflections on World Patient Safety Day: An Urgent Call for Radical Action