Written and peer-reviewed by physicians—but use at your own risk. Read our disclaimer.

banner image

amboss

Trusted medical answers—in seconds.

Get access to 1,000+ medical articles with instant search
and clinical tools.

Try free for 5 days

Quality and safety

Last updated: May 7, 2021

Summarytoggle arrow icon

Quality in health care is the measure of the best possible outcomes in patient-centered care considering the circumstances and the resources available. Safety is a central dimension of quality in health care. It is the measure of standards in place to mitigate the risk of hazards and keep patients and health care workers free from harm due to error, patient management, and environmental factors. Hazards can result from human factors (e.g., poor communication), system factors (e.g., a mismatch between resources and workload), and external factors (e.g., weather). System errors (e.g., using outdated guidelines, untrained staff) generate potential hazards that pose the greatest risk to the quality and safety of an organization. The greatest risk factor in patient safety is medical error, which can result from acts of commission (e.g., amputation of the wrong limb) or omission (e.g., failure to amputate a necrotic limb). The deliberate deviation from standards, laws, or rules constitutes a violation. If an error or violation has occurred, health care workers must inform the patient immediately, disclose the nature of the error, and implement corrective measures to minimize harm to the patient. Although individuals must be held accountable for the errors they commit, error mitigation is most effective when it relies less on disciplining error and focusing more on eliminating hazards on a systemic level while fostering a safety culture that encourages individuals to openly express safety concerns, admit error.
Continuous quality improvement in health care is based on improvement science and employs tools such as variation management and the Plan-Do-Study-Act cycle (PDSA cycle) to identify areas of improvement and establish standards of quality. Error prevention relies on safety culture, error analysis, and human factors design to identify and address risks in actionable ways. Teamwork and communication are essential in high-risk organizations, such as hospitals, where collaborating and sharing information are vital in maintaining high standards of quality and safety.

Health care quality refers to the degree to which health services generate the desired outcomes efficiently and in line with current standards of care.

Key aims of health care (STEEEP) [1][2][3]

  • Safety: Avoid or minimize risks and hazards that may lead to harm (e.g., iatrogenic injuries/conditions).
  • Timeliness: Reduce delays that may lead to harm.
  • Effectiveness: Provide evidence-based health care and avoid services or treatments of doubtful benefit.
  • Efficiency: Provide the highest quality care at the least investment of resources (e.g., avoid overutilization of medical resources, unnecessary diagnostics, overmedication).
  • Equitable care principles: Provide equal care to all patients regardless of gender, ethnicity, sexuality, and socioeconomic status.
  • Focus on patient needs: Individualize treatment with respect for patient preferences, values, and needs (see also “Patient-centered approach” in “Patient communication and counseling”).

Integrated care

  • Definition: a multidisciplinary approach aimed at coordinating health care across levels, services, and settings to ensure the continuous improvement and delivery of health promotion and prevention, diagnosis and treatment, rehabilitation, and palliative care
  • Principles
    • Education, shared decision-making, and local services to empower individuals and communities to share in health care responsibilities
    • Services tailored to the needs of individuals, communities, and the population as a whole
    • Continuous improvement of health care access, quality, user satisfaction, and efficiency to ensure the best possible outcomes with the resources available (e.g., shared guidelines and protocols)
    • Performance improvement through with feedback loops

Attributes of high-quality health care [4][5]

Cost-conscious care

  • Definition: a focus on controlling the costs of health care with the aim of providing affordable and accessible high-value care to the population at large
  • Overview
    • Health care providers have an obligation to manage resources responsibly and promote the accessibility as well as affordability of health care.
    • Health care providers should be constantly aware of the cost of illness
  • Principles
    • Treatment recommendations and decisions should be individualized to foster adherence and prevent unnecessary treatment (see also “Shared decision-making”).
    • Decisions should be made in accordance with evidence-based recommendations and guidelines to ensure effective and efficient treatment.
      • Avoid overutilization of resources [6]
        • Overutilization can cause financial, physical, and psychological harm to patients.
        • Health care providers should collaborate with patients on defining health care goals and provide realistic recommendations to achieve those goals.
        • Health care providers should be transparent regarding treatment alternatives but recommend the course of action that provides the greatest benefit at the least expense of resources (e.g., prescribing a generic drug over the brand-name alternative)
        • Unnecessary diagnostic tests or procedures should be avoided (e.g., unnecessary consultations, imaging studies, antibiotic or opioid prescriptions, maternity care interventions)
        • Only truly necessary interventions or treatments should be recommended (e.g., ineffective nonpalliative services at end of life such as routine screening tests for cancer patients, Pap smears for patients with limited life expectancy and no relevant clinical features)
        • Antibiotic stewardship programs (ASPs) [7]
          • Key elements to optimizing antibiotic use in hospitals are hospital leadership commitment , accountability , pharmacy expertise , action , tracking , reporting , and education
          • Initiatives with the goal to measure, critically review, and improve the way antibiotics are recommended by physicians and used by patients in order to guarantee effective treatment, prevent adverse effects to unnecessary antibiotic use (e.g., C. difficile infection), and reduce antibiotic resistance
    • Organizations should assess the benefits, harms, and costs of diagnostic tests and interventions to determine whether they provide value in the treatment of specific diseases.
      • Promotion of cost data transparency
      • Facilitation of training regarding health care costs and health care spending for health care providers
      • Collaboration between health care providers and government agencies to reduce financial and other obstacles to health care access
      • Develop patient-friendly summaries to facilitate patient understanding of commonly used tests and procedures
  • Goals

Benefit-cost analysis [8]

  • Overview
    • An economic method used to compare the costs and benefits of an intervention or program
    • Evaluates the impact of a program or intervention in quantifiable, monetary terms
    • Assesses costs in the immediate (intervention) as well as the more distant future (intervention benefits)
    • Allows ranking interventions and programs in order of decreasing net benefits in order to budget priorities accordingly (i.e., improves resource stewardship)
  • Measures
    • Benefit-cost ratio
      • Provides insight into the amount of money saved for the amount spent on a program or intervention
      • Benefits are divided by the net costs.
      • Programs or interventions are generally implemented if the benefit-cost ratio is > 1.
    • Net benefit (preferred measure)
      • The costs are subtracted from the benefits.
      • Programs or interventions are generally implemented if the net benefit is > 0.
  • Costs
    • Staff, facilities, and medical supplies
    • Psychological costs of disease increase long-term financial costs.
  • Benefits
    • Decreased medical expenditures due to a prevention initiative or treatment of a disease
    • Increased productivity and satisfaction for health care employees due to improved outcomes
    • Positive outcomes for patients have secondary, psychological benefits for health care workers

Equitable care [9]

  • Overview
    • The provision of high-quality, affordable, and prompt care to all individuals regardless of age, gender, race, ethnicity, or socioeconomic status (see also “Health care disparity” in “Health care system”).
    • Stakeholders in health care (i.e., health care organizations, health insurance companies, physicians, medical societies public policy makers) should collectively ensure access to appropriate health care for all people.

Patient-centered care [10]

  • Overview: a collaborative approach to the decision-making process between physicians, patients, and patient families that focuses on patient needs, requests, and desired outcomes
    • Health care providers should keep the emotional, social, and financial effects of health care in perspective for each individual patient.
    • Family members should be encouraged to participate if the patient desires. Their views and values should be discussed, respected, and taken into account.
  • Pillars of patient-centered care
    • Respect the patient's values, preferences, and needs.
    • Provide adequate information and education (e.g., information for patients on condition, treatment plan, assistance with behavioral changes).
    • Ensure access to care (e.g., facilitate making an appointment, short waiting time in office, timely response to telephone calls, efficient use of consultation time, electronic prescription refills).
    • Provide emotional support.
    • Involve family and friends, if the patient so desires.
    • Ensure a safe and appropriate transition between health care settings (e.g., posthospital follow-up and support, proper information transfer between physicians and care providers)
    • Provide a psychologically and physically comfortable setting for the patient.
    • Guarantee proper coordination of care (e.g., coordination of specialist care, filling prescriptions to monitor patient adherence).

Timely care [11]

  • Overview
    • Waiting times and operational hours that ensure patients receive the care they require in the event of an emergency.
    • Timely delivery of care can help reduce mortality and morbidity also for chronic conditions.
  • Principles to improve care timeliness
    • Convenient operational hours
      • Staggered shifts to extend operational hours
      • Integrated services to provide appointment flexibility
      • Appropriate number of staff and service hours
      • Remote consultation or telemedicine services
    • Low waiting times
      • Easy-access appointment system for patients
      • Enable making appointments via homepage, email, and SMS as well as telephone.
      • Specific days or times for walk-ins or same-day appointments

High-Reliability Organizations (HROs) [12][13]

  • Definition: organizations that consistently experience fewer accidents or harmful events than anticipated and manage to avoid these despite operating in complex, high-risk environments

Principles of HROs (principles of reliability) [13]

Reliability in health care refers to the maintenance of a system's capability of performing its intended functions consistently according to the given standards of quality and safety. HROs operate under the principles of patient-centered, timely, and effective care to promote consistency and quality.

  • Preoccupation with failure
    • High sensitivity to the potential consequences of failure and error maintains vigilance for hazards and risks high even as rates of failure and error decrease
    • Accordingly, near misses are regarded as potential failures that provide opportunities to test and improve the system rather than the confirmation of safety.
  • Reluctance to simplify
    • The appreciation of a system's necessary degree of complexity prevents individuals from cutting corners in the endeavor for efficiency in areas where safety is a concern.
    • At the same time, there is an awareness of how unnecessary or excessive complexity also poses a hazard and that efficiency can be an important aspect of safety (as reflected, e.g., by standardization, streamlining processes, and reducing variation).
  • Sensitivity to operations: situational awareness of how individual processes and actions affect the operations of a system as a whole
  • Commitment to resilience
    • Recognition of the fact that failure can be unpredictable and that a completely error-free environment cannot be created.
    • Individual members are trained to continuously analyze challenging situations efficiently and minimize harm effectively.
  • Deference to expertise: an organizational culture that encourages collaboration with and seeking advice from individuals with the experience and expertise necessary for the task at hand rather than relying on the authority of senior rank in challenging situations

Measures of health care quality [14]

  • Definition: indicators used to assess and compare the quality of health care systems, based on the model developed by physician and health care services researcher Avedis Donabedian
  • Donabedian model
    • A framework for evaluating the quality of health care based on the assessment of structural, process, outcome, and balancing measures
    • Based on the assumption that the structural context of health care (i.e., facilities, equipment, staff), the processes that take place within that context, the outcomes generated by the processes, and the interaction (balancing) of systems affect one another and determine the overall quality of health care
Donabedian model
Definition Examples
Structural measures
  • Measures of the resources available to a health care facility (e.g., equipment, facilities, staff)
  • Number of nutritionists available for patients with diabetes
  • Physician-patient ratio
  • Number of beds
Process measures
  • Percentage of individuals who receive a particular preventive service (e.g., immunizations, cancer screening, HbA1c measurement) over a period of time
Outcome measures
Balancing measures
  • Measures of the impact of one system on another
  • Cost-benefit analysis (e.g., using number needed to treat) of hiring more nutritionists to educate patients with diabetes
  • Evaluating readmission rates after an initiative to reduce the average length of stay

Physician Quality Reporting System (PQRS) [15][16][17][18]

  • Definition: a reporting program created by the Centers for Medicare and Medicaid Services (CMS) and in place until 2017, which gave health care professionals the opportunity to assess the quality of care they were providing to their patients in order to ensure patients were receiving timely and appropriate care.
  • General principles
    • Eligible health care providers: Medicare physicians providing covered professional services based on the Medicare Physician Fee Schedule (MPFS) (e.g., physicians, practitioners, therapists) could submit data about the quality of their care. [19]
    • Quality measures (based on STEEEP)
      • The types of measures reported changed from year to year.
      • Generally varied by specialty and focused on areas such as public health, care coordination, patient safety, clinical processes, and effectiveness
      • 254 quality measures and outcome measures were defined, for which health care providers could submit data, including:
        • Effective clinical care
        • Efficiency
        • Cost reduction
        • Patient safety
        • Communication and care coordination
    • Goal: collecting data on quality of care across health care systems
  • Prior to 2015
    • Providers enrolled on a voluntary basis
    • Participants were paid an incentive for reporting on selected quality measures based on their Medicare fee for service claims (i.e., participants were financially compensated for providing data)
  • Between 2015 and 2017
    • Shift to a mandatory program
    • Health care professionals who did not satisfactorily submit data on quality measures, for their covered professional services, for the quality reporting period for the year would be subjected to payment adjustments for noncompliance.
    • Based on a P4P system
    • In 2017, PQRS was integrated into the Merit-based Incentive Payment System (MIPS).

Merit-based Incentive Payment System (MIPS)

  • Definition: a performance-based incentive program implemented by the Centers for Medicare and Medicaid Services (CMS) in place since 2017 that offers payments to eligible health care providers for high-quality and cost-effective care; aimed at improving overall health care quality, reducing costs, and increasing the use of appropriate health care information
  • General principles
    • Integrates various Medicare incentive and payment programs into a single system (e.g., PQRS, Value-based Payment Modifier Program, Medicare Electronic Health Record Incentive Program)
    • Participation is mandatory for all eligible clinicians and practices (e.g., part of Medicare Part B program, previously involved in Medicare).
      • Those who fail to report are penalized financially.
        • Eligible participants can report as individuals or groups.
    • Performance measures: reporting requirements vary for each category
      • Quality measures
        • Providers and groups can select their own quality measures.
        • Physicians and groups must report six quality measures.
      • Improvement activities: measure of patient engagement and improvements in health care and process management
      • Promoting interoperability: an effort to make health information more available for patients, providers, and payers in order to facilitate information exchange and reduce administrative burdens across the health care system
      • Cost
        • Participants who meet the specified minimum case volume required are scored using different performance measures (e.g., total per capita cost, medicare spending per beneficiary).
        • CMS collects this data directly from the Medicare claims data.
        • Aimed at making health care more cost-efficient and affordable
    • Participants are financially incentivized to submit data and scored according to the amount of data provided.
      • In order to achieve maximum points, participants must report sufficient data for every performance category as well as demonstrate improvements in the quality of health care and a reduction in its costs.
      • The overall score is compared to a performance threshold to determine payment adjustments.
        • Scores above the threshold: receive a payment incentive
        • Scores below the threshold: receive a negative payment adjustment
        • Scores equal the threshold: receive a neutral payment adjustment

Quality improvement is a continuous process of prospectively and retrospectively reviewing measures of quality control and maintenance to progressively improve the standard of health care and prevent medical error.

Improvement science [20]

  • Multidisciplinary approach
  • Applied science field based on researching and determining which improvement strategies work in the health care system and policies in order to ensure quality, safety, and value
  • Focuses mainly on three areas of health care: interventions to improve or change existing processes, the implementation and systematic study of changes implemented, and the context or conditions in which the changes are applied.

Variation management

Variation in health care refers to the difference between the expected outcome of an intervention or process and the actual outcome. Some variation is expected and even necessary (e.g., new guidelines, new treatments, changes to processes) since every patient is different and should receive personalized care. However, the frequent occurrence of unexpected events due to unpredictable processes can also pose a risk to health care workers and patients. Proper variation management involving patients, health care managers, clinicians, and researchers increases the predictability of a health care system and the understanding of how care is being delivered, thereby improving the overall quality of care (i.e., stable and safe processes, care effectiveness and generalizability, clinical outcome).

  • Types of variation
    • Common cause variation
      • A natural variation that is inherent to processes in a health care system
      • Generally occurs at stable and predictable intervals, but may be unpredictable
      • Typically cannot be traced back to a root cause
      • Examples: patients with different manifestations for the same disease, demographic or socioeconomic differences between patients, hospital staff skills
    • Special cause variation
      • A variation attributable to a specific cause that is not inherent to processes in a health care system
      • Occurs sporadically and unpredictably
      • Typically, can be traced to a root cause that can then be identified and addressed
      • May occur due to system or process management
      • Examples: patient information is missing due to human error (file misplacement or wrong patient coding), the order in which patients are seen and treated (i.e., patients being seen out of turn), how hospital services are scheduled, the staff's workload during a shift, ordering different tests for the same clinical presentation
  • Goals of managing variation: reducing special cause variation and properly managing common cause variation
    • Understanding the type of variation before using internal data to positively impact systematic improvement strategies and, subsequently, improve quality and reduce potentially costly variations
    • Improving patient safety and satisfaction
    • Introducing instruments to assess and control variation in order to facilitate the detection of flaws in the system and establish consistency based on best practices

Instruments of variation management

  • Variation analysis
    • Identify the sources and types of variation.
    • Determine how variations affect the system across time, place, and staff within the system.
  • Variation management: implement measures to control variation
    • Standardization of care and implementation of guidelines: protocols, checklists, clinical pathways (see “Human factors and ergonomics”)
    • Quality improvement interventions or models: a systematic framework for establishing change processes in health care systems, services, or suppliers for the purpose of increasing the likelihood of optimal quality of care
      • The components of quality improvement interventions can be applied to organizations, health care systems, the behavior of health professionals, and the patients cared for
      • These interventions aim to identify inefficiencies and implement standardized processes to reduce costs and improve overall productivity.
      • Typically measured by positive health outcomes in individuals and populations
      • Examples: Plan-do-study-act cycle, Six Sigma, LEAN, physician education, physician reminder systems, facilitated clinical data to providers, feedback, benchmarking, practice guidelines, critical pathways, patient education, patient reminder systems, and promotion of self-management.
    • Providing feedback of performance data to the health care provider
      • Establish a data monitoring system to review physician performance and appropriate use of standardized criteria
      • Implement peer review programs to identify problems in performance and conduct focused professional practice evaluations
    • Identifying the areas within the system that have the most variation utilization potential (e.g., hospital readmissions, CU utilization, emergency room utilization, surgical procedures, imaging tests)
    • Creating a work culture based on improvement, transparency, safety, and excellence: Systems should strive for continuous performance improvement by implementing benchmarks, being open to collaboration, and providing external or internal leadership examples.
  • Variation monitoring: Routinely collect, analyze, and report variation in clinical outcomes and outliers, in order to measure the impact of applying certain clinical practices and processes on clinical outcomes.

Conceptual models of improvement

Continuous process control and improvement are fundamental aspects of quality management in any health care system. The models most commonly used today are the plan-do-study-act cycle (PDSA) and the plan-do-check-act cycle (PDCA), iterative four-step cycles that ideally culminate in the consolidation of the lessons learned through process standardization. The cycles are repeated until the problem is resolved or the process is perfected. However, due to the effects of variation in complex systems, process improvement is rarely finalized, and the PDSA/PDCA typically begins anew based on the standards set in the previous cycle.

  • Plan: assessing the need for improvement and planning the actions required to achieve the desired outcomes
  • Do: carrying out the actions determined necessary for improvement and testing their applicability
  • Study/Check: evaluating the data collected in the previous steps/inspecting compliance
  • Act: implementing the measures of process improvement based on the data collected

While the individual steps of the PDSA and PDCA are very similar, there are key differences between the PDCA and the PDSA.

  • PDCA
    • The precursor to the PDSA model, but still preferred in some business settings
    • Focus on testing currently running processes to ensure compliance
    • Check-stage
      • Process inspection to ensure compliance
      • Comparison of expected results and actual results
      • Measurement of the improvement necessary for progressing to the Act-stage
  • PDSA
    • Often preferred in health care organizations
    • Focus on the development and testing of process changes
    • Focus on continuous learning as a basis for continuous improvement
    • Study-stage
      • Analysis of data collected in previous stages
      • Reflection of metrics being analyzed

Steps in the cycles

  • Plan
    • In this phase, an area that needs improvement is defined, followed by the planning of potential changes or actions to bring about a corrective change.
    • SMART criteria can be applied to accurately define and develop the objectives of change
      • Specific: objectives are clear and specific with regard to actions required, expected impact, target population, and responsibilities
      • Measurable: determine indicators that allow quantification of an objective's impact and the progress made towards achieving it
      • Assignable: determine responsibilities in the team and set objectives that can realistically be achieved with the resources available.
      • Realistic: set objectives that align with the intended goal and mission
      • Timely: set objectives that can be achieved within a specific time frame and establish realistic timelines
  • Do
    • In this phase, the new action is tested.
    • Attempt to solve the defined problem by mapping out possible hypotheses and trying new methodologies.
    • Problems and unexpected observations should be documented.
  • Study
    • This phase completes the analysis of the data before and after the action took place and assesses its impact on the quality of health care.
      • Outcomes are measured and monitored
      • Outcomes are compared with the predictions and hypothesis
    • One of the following improvement measurement tools may be used:
      • Pareto chart: a type of graph that combines bars and a line, in which the bars represent a total for each category (arranged from highest to lowest) and an overlaid line represents the cumulative percentage of the total. [21]
        • Typically used to identify defects and prioritize improvement processes for the most significant categories (frequency or cost of problems).
        • Example: identifying the highest ranked reason for inadequate patient transfers and what percentage of the total this reason represents.
      • Shewhart chart (control chart): a graphic representation of data plotted over time by comparing the degrees of variation in a measure to determine if a perceived improvement in quality is statistically significant in the long term.
        • Typically uses lines determined by previous data: a central line (shows the average), an upper line (shows the upper control limit), and a lower line (shows the lower control limit)
        • Helps to identify variation (common cause vs. special cause) within the process by comparing current data to the aforementioned lines.
      • Run chart (time plot): a line graph that plots data over time to analyze trends
        • The data displayed visualizes process performance over time
        • Vertical axis: represents the process (currently being measured)
        • Horizontal axis: represents time
        • Center line: represents the mean or average
        • Run charts do not use control limits; accordingly, they cannot provide information on whether a process is stable or not.
        • Example: analysis of the impact of an intervention over time to help determine whether the improvement is a random occurrence or a true trend
  • Check
    • Review the effects of the implemented change (i.e., what was intended to be achieved actually happened)
    • Analyze the results and identify learnings.
  • Act
    • This phase revolves around taking action
    • Will result in either of the two options:
      • Implementation of new processes according to the data collected in the “do” and “study” phases, if these showed a positive impact on health care quality
      • Determine what modifications should be made to the tested action and prepare a new change plan (i.e., begin the cycle again)

Patient safety is concerned with maintaining health care systems that keep patients free during management and reducing the risk of harmful incidents to an acceptable minimum.

A medical error is a preventable adverse effect of medical care, regardless of whether or not it causes the patient harm or becomes evident. As the 3rd leading cause of death in the US, responsible for ∼ 250,000 deaths per year, it represents the greatest threat to quality and patient safety. Medical error is distinct from iatrogenesis, which describes harm to the patient caused by medical care. Iatrogenesis may be due to unforeseeable events (e.g., previously undocumented allergic reactions or drug interactions, calculated risks of treatment) as well as medical error. For the legal consequences of medical error, see “Medical malpractice.” [22]

Classification of medical errors [23][24]

The classes of medical error listed below are not mutually exclusive but rather tend to occur in conjunction or complement each other. For example, the administration of the wrong drug due to medications with similar packaging being stored together is a latent systems error and a potential never event (a flaw in the storage system precipitated the administration of the wrong drug) as well as an active and individual error of commission (the person who gave the drug is responsible).

Overview of medical error types
Type of medical error Definition Examples
Active error
  • Error at the direct level of contact between health care personnel and patients
  • Has an immediate impact on the patient
  • Surgery on the incorrect site
  • Wrong route of drug administration
Latent error
  • Medications with similar packaging that are stored directly next to each other
  • Flaws in hospital organization
  • Implementation of new equipment without adequate staff training
Individual error
  • A physician administering the wrong dose of a drug
Systems error
  • Medical error resulting from a series of actions and/or factors in treatment or diagnosis, from flaws in technical and organizational design and/or decision-making, or from failure to recognize and mitigate hazards and risks in the health care setting
  • Lack of trained staff leads to bottlenecks in emergencies
Error of execution
  • Preventable failure to perform an act of medical care as intended
  • Misdosing the appropriate drug
Error of planning
  • Performing an incorrect act of medical care to achieve an appropriate aim
  • Prescribing the wrong drug
Error of omission
  • Failure to execute the appropriate action when required
  • Failure to note a history of allergies leading to the administration of a drug against which the patient has a known allergy
Error of commission
  • Inappropriate execution of an action or execution of an inappropriate or unnecessary action
  • Administering a subcutaneous drug intravenously
  • Performing unnecessary surgery
Never event/sentinel event [25]
  • A serious adverse event that is clearly identifiable, causes serious injury or death, and is considered sufficiently preventable that it should never occur
  • Includes injury, disability, or death due to the following:
    • Wrong-site surgery
    • Wrong-patient surgery
    • Post-procedure retention of a foreign object in a patient
    • Suicide, suicide attempt, or self-harm within a health care facility
    • Using contaminated devices or medications
    • Using medical devices for purposes other than their intended function
    • Administering the wrong medication
Near miss (close call) [26]
  • An incorrect order that is identified by a nurse before being filled

Specific medical errors

Overview of specific medical errors
Type of error Definition Examples
Communication error
  • Errors in:
    • History taking
    • Giving directions
    • Explaining planned medical procedures to the patient
    • Written communication (e.g., poor handwriting on order sheets or prescription pads)
    • Verbal communication (e.g., lack of standardized terminology, use of jargon, lack of personnel skilled in foreign languages)
Diagnostic error
  • Errors or delays in diagnosis
  • Not ordering the required investigations
  • Use of outdated tests; errors in diagnostic studies
  • Failure to adequately monitor clinical signs or laboratory studies
  • Misinterpretation
Treatment error
  • Errors or delays in treatment
  • Unnecessary medical procedures
  • Incorrect administration of treatment
  • Incorrect drug dosage
  • Incorrect route of administration
  • Failure to provide treatment or respond to diagnoses in a timely manner
Preventive error
  • Errors in prophylaxis
  • Failure to implement appropriate prophylaxis
  • Failure to provide adequate monitoring or follow-up treatment
  • Failure in equipment and system maintenance
Medication error
  • Errors in prescription
  • Errors in transcription
  • Errors in dispensation
  • Errors in administration
  • Failure to correctly transcribe drug names, dosages, routes of administration (e.g, mistranscription of a trailing zero
  • Incorrect drug dispensation due to errors related to medications with similar name or appearance
  • Errors in medication reconciliation
  • Administering the wrong drug, dosage or using the wrong route of administration
  • Mathematical errors
Patient identification errors
  • Misidentification of the patient
  • Mislabeling (e.g., wrong patient identification wristband) that can lead to further errors (e.g., transfusion errors)
  • Lack of dual validation (e.g., verbal verification of administered medication)
Device errors
  • Incorrect use of equipment due to improper training
  • Unergonomic equipment
  • Outdated or malfunctioning equipment

Monitoring errors

  • Errors associated with monitoring equipment or medication
  • Errors in cardiac monitoring/telemetry, such as:
    • Disconnected wires
    • Incorrect settings
  • Errors in drug monitoring (e.g., no INR monitoring when using warfarin; no measurement of vancomycin trough levels)
Documentation errors
  • Errors in documentation of patient-associated information
  • Errors in:
    • Electronic medical records (e.g., when utilizing voice-recognition software)
    • Record keeping and documentation (e.g., improper documentation of allergies, wrong patient and date, copying and pasting of preexisting errors, prelabeling)
Procedural errors
  • Errors associated with procedures
Transition of care errors
  • Error during patient transfer/hand-off (e.g., from HCP to HCP, in between shifts, transfer between units, at discharge)
  • Vital information (e.g., lab results) is lost during hand-off
  • Patient is discharged without booking of a necessary follow-up appointment

Definition

  • Hazard: a source of potential harm
  • Risk: the probability that the hazard will actually cause harm and the degree of harm it might cause, depending on the circumstances
  • Risk factor: a variable or attribute that increases the probability of developing a disease or injury
  • Example: A wet floor represents a hazard that can lead to falls and subsequent injury. The degree of risk depends on the circumstances of the floor, e.g., it will represent a greater risk in a busy emergency department than in a storage closet that is rarely opened. Additional factors that could influence the risk of slippery floor causing harm could be the spill of soapy water, a lack of personnel to quickly address the hazard, or a lack of "Caution: wet floor"-signs.

System-associated risk factors

  • Complex systems [27]
    • Complex systems (e.g., hospitals) consist of innumerable interacting elements (e.g., machines, staff, facilities).
    • The interaction of many individual elements introduces a certain degree of unpredictability (e.g., malfunction, illness) that makes these systems susceptible to failure (e.g., incorrect results, interruption of processes).
    • Complex systems are characterized by:
      • Nonlinear processes
      • Multiple/circular causality
      • Multilevel cooperation
      • Open systems
      • Self-organization
      • Synergy
  • Environmental factors (e.g., high noise level, poor lighting, inadequate room temperature, weather) [28]
  • Workspace design [29]
    • Floor plan of wards (e.g., location of nursing station for optimal proximity to all patient rooms)
    • Ergonomy of facilities (e.g., a designated place with fresh gloves, bandages, syringes in every patient room), furniture, and equipment
    • Communication technology (e.g., ineffective nurse call systems)
  • Human resources
    • Staffing (e.g., understaffing)
    • Scheduling

Health care personnel-associated risk factors

  • Excessive workload (e.g., due to mismatched ratio of medical personnel to a number of patients)
    • Burnout: overall exhaustion due to an excess of stress over an extended period of time
      • Lack of motivation and interest
      • Feelings of failure and helplessness
      • Cynical and detached work attitude
      • Impaired immune function
      • Decreased concern
    • Fatigue
      • Chronic sleep deprivation
      • Decreased energy and motivation
      • Impaired cognitive function
      • Impairment in intellectual function
  • Alert fatigue: the tendency to become desensitized to and subsequently ignoring alerts prompted by clinical decision support systems due to the excessive number or limited clinical relevance of the alerts in the past
  • Inexperience: deficiency of practical skills and/or knowledge, predisposing for judgment and/or diagnostic errors
  • Overcommitment: associated with burnout (especially exhaustion and cynicism) [30]
  • Cognitive biases
    • Confirmation bias
    • Anchoring bias: the tendency to inappropriately rely on initial perception or information, which hinders later judgment when new information becomes available (e.g., favoring a diagnosis proposed earlier despite new evidence)
    • Availability bias: the tendency to make judgments based on the availability of information from memory (e.g., when a physician makes a premature diagnosis that comes to mind easily and quickly due to having seen several patients with a similar clinical presentation)
    • Framing bias: the tendency to be influenced by how information is presented (e.g., the order of symptoms and/or emphasis placed on specific findings)
    • Visceral bias: a tendency for clinical decisions to be influenced by positive or negative feelings towards the patient (e.g., doubts regarding symptoms when described by a patient with substance use disorder)

Patient-associated risk factors

Patient behavior can contribute to the occurrence of system failure, adverse events, and error. Risk factors include:

  • Poor adherence to treatment regimen (e.g., failure to make lifestyle changes, take medication as prescribed, or make follow-up appointments)
  • Low level of health literacy and awareness, often associated with low socioeconomic status [31]
  • Cultural factors (e.g., religious rules that do not permit man to examine women or vice versa)

Definitions

An adverse event is any untoward reaction following medical treatment that may or may not be the result of a medical error. [26]

  • Preventable adverse event: any adverse event that could have been prevented by observing the rules of safety and error prevention
  • Ameliorable adverse event: unpreventable adverse event whose severity could have been reduced through the application of specific strategies

Responding to adverse events [32]

General principles

  • Implement corrective measures immediately to minimize patient harm.
  • Health care providers who have reason to believe a colleague has committed an error should urge that colleague to report the error to the patient and their supervisor.
  • If a colleague refuses to report an error when urged, the individual suspecting the error should report the event via the standard protocol in place.
  • If the cause of an adverse event is not immediately known, the physician should inform the patient and maintain contact while investigations are being carried out.
  • A just culture that holds individuals accountable for their actions but discourages blame and focuses on addressing system errors rather than punishing individual errors encourages error reporting.
  • Use of an incident reporting system

Disclosing the error

  • Disclose error to the patient and, if necessary, a supervisor and administration
  • The following points should be considered for optimal error disclosure:
    • Clearly admit an error has occurred.
    • State the course of events leading up to the error.
    • Explain the consequences of the error, both immediate and long-term (if applicable).
    • Express personal regret and apologize.
    • Describe corrective steps.
    • Allow ample time for questions and continued dialogue.

Regardless of the outcome of a treatment, a physician must inform the patient immediately if an error has occurred and disclose the nature of that error.

Incident reporting systems (IRS) [33]

  • Overview
    • IRS provide a means of reporting errors and expressing concerns (e.g., aggregation of near misses).
    • Analysis of the reports collected facilitates the identification of risks within the organization.
  • Goal: developing and implementing strategies to address identified risks and prevent further errors
  • Advantages
    • Useful in identifying commonly occurring and local systemic errors (e.g., medication errors due to trailing zeros on labels), for which substantial data can be collected
    • Aggregation of data with the help IRS facilitates the analysis of more severe adverse events (e.g., never events) for which only limited data exists.
    • Conclusions drawn from IRS data can be shared within and/or across organizations, which is also generally recommendable as this helps identify risks and prevent future error on a larger scale.
  • Limitations
    • IRS cannot be used to measure safety in general and/or changes over time.
    • Comparing organizations with one another based on data from IRS is impossible.
    • Organizations might not have enough resources to thoroughly review the large number of reports that IRS generate.

Introduction

  • Medical error analysis investigates the existing and potential causes of error in order to mitigate the occurrence of new errors and prevent the recurrence of past errors.
  • Goal: to minimize the number of medical errors by implementing safety measures and checkpoints; focus on systemic errors
  • There are 2 types of medical error analyses:
    • Retrospective: an analysis of past errors done to gain knowledge of the types and causes of error
    • Prospective: an analysis of potential errors done to assess risks and hazards that may lead to errors in the future

Root cause analysis

  • Definition: a retrospective analysis used to identify the (root) causes of an error and develop measures to prevent its recurrence
  • Procedure
    1. Identify the medical error (“What happened?”)
      • Retrospective analysis of all possible factors that could have led to the error considering patient documentation, the equipment/drugs used, and the environment the patient was in
      • Examples include: slippery floor, infectious ward, nonquarantined patient, incorrect management protocol
    2. Determine what could have prevented the error from occurring (“Why did it happen?”).
      • Tool used: Fishbone diagram
        • Also called Ishikawa diagram or cause-and-effect diagram
        • Used to break down and visualize all potential events that led to the error
    3. Develop preventive measures (“What can be done to prevent recurrence?”): e.g., updating technology, employing double checks, using checklists, staff education on new policies

Failure mode and effects analysis (FMEA)

  • Definition: a prospective analysis used to identify potential risks and hazards by assessing the failure modes (i.e., the manner in which failure occurs) of a system's components, determining the effects such failures may have, and developing measures to prevent these failures from occurring
  • Procedure
    1. Choose a specific system component.
    2. Select a specific potential failure (failure mode).
    3. Identify why it could go wrong (failure causes).
    4. Identify the consequences of potential failures (failure effects).
    5. Prioritize the hypothetical failures by their probability of occurring and the severity of their effects.
    6. Proactive implementation of corrective measures.
  • Example
    1. Component: medication error
    2. Failure mode: dispensing error (in this case: wrong medication given to the correct patient)
    3. Failure causes
      • Nurse confused medication due to similar appearance or name
      • Wrong medication in the packaging
      • Medication accidentally got swapped during dispensing
    4. Failure effects: ranging from no effect to severe patient harm/death
    5. Prioritization
      1. Nurse confused medication due to similar appearance or name
      2. Medication accidentally got swapped during dispensing
      3. Wrong medication in the packaging
    6. Implementation of corrective measures
      1. Introduce measures to reduce the probability of medication getting swapped, e.g., changes in storage, tall man lettering.
      2. Implement measures to prevent medication getting swapped during dispensing, e.g., physical barriers between the single medications, not dispensing the medications for all patients on the ward in one run.
      3. Educate staff to double-check packaging before removing medication from wrapper.

Introduction

  • Error prevention is a core aspect of quality and patient safety that begins with identifying and mitigating the risks and hazards that can result in medical error.
  • No environment can be maintained completely free of risks, hazards, or errors.
  • Accordingly, the goal of error prevention is to reduce medical error to an acceptable minimum.
  • Error prevention is most effective when its focus lies on systemic errors, rather than individual errors.
  • Safety culture should, therefore, incentivize openness in error reporting rather than focusing on disciplinary action against individuals who have made an error.

Fundamentals of error prevention

  • Safety culture
  • Hazard and risk awareness
  • Error reporting
  • System error monitoring
  • Ongoing personnel training: keep up-to-date with current guidelines, standards, and procedures
  • Ongoing equipment maintenance: sorting out of outdated or malfunctioning equipment

Safety culture [34]

  • Definition: a workplace culture that promotes safety awareness, develops and implements measures for the maintenance of a safe work environment, and ensures that individuals can openly express safety concerns and so improves prevention as well as identification of errors.
  • Key features
    • Create awareness for risks and consequences of errors
    • Foster a sense of responsibility in maintaining a safe work environment
    • Create an environment in which employees are not afraid to report errors
    • Flattening steep hierarchies in order to:
      • Promote collaboration between different ranks and disciplines
      • Reduce the reluctance to speak up to superiors

Swiss cheese model of error causation [26]

  • Every safety system is imperfect and will, therefore, have flaws that allow hazards to provoke errors and, potentially, harm.
  • The Swiss cheese model illustrates how a multilayered safety system (multiple slices of cheese) can help prevent flaws (holes in each slice) from allowing hazards to pass through the entire system, i.e., if a hazard manages to pass one layer, the next will likely block it.
  • Alignment of flaws in the individual layers will allow a hazard to pass through and allow the error to occur.

Human factors and ergonomics (HFE) [35][36][37][38][39]

Overview

Forcing functions

  • Equipment, process, method, or system design features that prevent error by forcing the best option by default
  • The most effective technique for minimizing adverse events because it inhibits a chain of action that causes or perpetuates error
  • Examples include:
    • Anesthesia gas cylinders with gas-specific nozzles for different gases
    • Software that prevents incorrect dosages of drugs and warns the user of potential adverse reactions or interactions
    • Avoiding shared storage of drugs with similar labels or names
    • A software design that requires the physician to log out of one patient's electronic medical record before opening a second one
    • Electronic medical record that requires the user to enter a password and a reason for accessing confidential psychiatric records

Standardization

  • The development and implementation of standards that apply to various aspects of a process or system in order to improve reliability, efficiency, communication, and safety
  • Examples of standardization:
    • Protocols and guidelines: help ensure a consistent level of quality and increase efficiency (e.g., a standard protocol for antepartum hemorrhage reduces response time and increases the likelihood that the physician takes the correct action)
    • Equipment: facilitates use across a system (e.g., the same model of patient monitors across the hospital reduces the risk of improper use)
    • Checklists: help prevent common errors (e.g., instrument and mop count before abdominal closure following laparotomy ensures no material is accidentally left inside the patient)
    • Handoff
      • The exchange of predefined items of information between health care providers when passing on responsibility for the care of patients (e.g., at the end of a shift) to reduce the risk of medical errors
      • A complete handoff should include the following information of every patient:
        • Relevant diagnoses
        • Code status
        • Summary of the hospital course
        • Current medications
        • Recent changes to management
        • Explicit suggestions for anticipated concerns
        • Tasks to complete
    • Medication reconciliation
      • Performed during transitions of care (e.g., admission, transfer, discharge) in which new medication orders are compared to past medication orders
      • Used to avoid medication errors such as duplication, omission, dosing errors, and drug interactions
    • Terminology: helps prevent communication errors (e.g., use of the chemical name of a drug rather than its generic name or brand name)
    • Abbreviations and writing styles
      • Help prevent communication and transcription errors
      • Tall man lettering: a strategy used to prevent dispensing errors related to medications that look or sound alike (e.g., buPROPion vs. busPIRone)
      • Standardized prescription order writing
        • Use precise, simple language.
        • Name the drug, dosage, route, frequency, and duration of administration.
        • Indicate the reason for the medication on the prescription as an additional safety checkpoint.
        • Avoid Latin, abbreviations, and acronyms that may be misinterpreted.
        • Example: nitrofurantoin, 100 mg, orally, twice a day, for 5 days; prescribed for an uncomplicated lower urinary tract infection
    • Time out: a perioperative pause conducted by the surgical team to confirm the patient's identity, surgical site, and planned procedure to prevent harm from a wrong procedure at the wrong site or patient

Simplification

  • Reduction of complexity of equipment, systems, and processes to increase efficiency and reduce the risk of error
  • Examples include:
    • Ordering laboratory tests electronically
    • Streamlining administration
    • Readily available standard equipment (e.g., tongue depressors, latex gloves, scissors)
    • Clinical decision support system (CDSS): a computer-based system designed to analyze data within electronic health records to assist health care professionals in clinical decision-making tasks (e.g., by reporting drug-drug interactions).
    • Multicompartment medication device

Effective communication

  • Closed-loop communication
  • Patient involvement: prior to administering drugs or inducing anesthesia, the patient is asked for verification of identity and any further relevant information (e.g., site of surgery, planned procedure, consent)
  • Computerized order entry (CPOE); : a system in which electronically placed orders for medications, tests, procedures, and consults are directly transferred to the recipient (used to prevent errors due to poor handwriting or ambiguous abbreviations)

Morbidity and mortality reviews (M&M)

  • A standardized process that involves regular interdepartmental meetings to review complications and deaths that occurred in hospitals to improve safe clinical practice and avoid preventable errors
  • Significance
    • The basis of health care quality and safety
    • Teamwork and a collaborative work environment improve employee morale and, subsequently, the quality of health care.
    • Collaboration and teamwork are professional expectations that every physician will be evaluated on.
  • General domains [37][40]
    • Communication
    • Teamwork and mutual support
    • Leadership
    • Situation monitoring
    • Conflict resolution

General principles [41]

  • Objective: communicating effectively and avoiding communication errors, e.g., by sharing incomplete, wrong, or ambiguous information
  • Nonviolent communication [42]
    • Communication approach developed by Marshall Rosenberg designed to improve communication through empathy and awareness for the violence inherent to coercive and manipulative communication strategies
    • According to Rosenberg, the source of conflict often lies in miscommunication about human needs, and violent language further fuels the conflict. Understanding the needs of others empathetically and expressing one's own needs honestly can prevent and help resolve conflict.
    • Involves 4 components (i.e., observation , needs , feelings , and requests ) and 3 modes (i.e., self-empathy , honest expression , and empathetic reception
  • Cultural humility: open-minded and respectful attitude towards aspects of other persons' cultural identity that may be particularly important to them
  • Active listening: technique that involves listening closely, employing verbal (e.g., “I understand,” “Ok”) and nonverbal cues (body language, e.g., nodding), and paraphrasing back to the speaker to signal that one is positively engaged in the conversation
  • Information sharing: making sure to provide all the information team members need to fulfill a task

Strategies for effective communication [37]

SBAR tool

  • Definition: a framework used in health care to avoid errors in the communication of a patient's condition
  • Example scenario: A physician communicates the patient's condition to a colleague.
    • Situation: assess what is happening at the moment (e.g., patient is showing signs of arousal, discomfort, chest pain)
    • Background: provide patient history (e.g., the patient was jogging when she began to feel chest pain)
    • Assessment: express what the issue is (e.g., chest pain, discomfort, and/or arousal are potential signs of myocardial infarction)
    • Recommendation and Request: develop a solution for the issue and take the appropriate steps to implement the solution (e.g., getting help from senior residents, ordering the nurse to take an ECG, preparing the patient for cardiac catheterization)

Check-back

  • Definition: a form of closed-loop communication used in health care to avoid communication errors in which the listener repeats the information received back to the speaker and the speaker confirms that the information has been received as intended
  • Example scenario: During surgery, a patient loses a significant amount of blood and requires blood transfusions.
    • The anesthesiologist (sender) calls out: “The patient is losing a lot of blood, we need two bags of A+ blood as soon as possible.”
    • The nurse responsible (receiver) for taking care of this request responds: “Got it, we need two bags of A+ blood. I will order those right away.”
    • The anesthesiologist (sender) confirms that the information has been received as intended by saying: “Correct!”

Strategies for escalating concerns/making assertions

DESC [43]

  • Definition: a technique in four steps employed to give concise, constructive feedback
    • Describe: Describe the situation or behavior in question as objectively as possible.
    • Express: Express your thoughts and feelings associated with the situation (using first-person statements, e.g., “I feel my concerns are not being considered,” and avoiding blame, e.g., “you never listen”).
    • Specify: Specify your wishes and preferred outcome.
    • Consequences: Outline the consequences, i.e., the positive payoff for you and others, of your preferred outcome.
  • Example scenario: A nurse pages a resident in the middle of the night with a nonurgent question.
    • Description: “Nurse Roberts, you paged me in the middle of the night with a question that didn't need answering right away.”
    • Expression: “I woke up thinking there was an emergency, only to realize that you had a question that, in my opinion, could have waited until tomorrow.”
    • Specification: “I encourage you to closely evaluate the urgency of your requests before paging me outside work hours and, especially, at night.”
    • Consequences: “I have to perform brain surgery tomorrow morning and without proper rest, I might not be able to perform to the height of my abilities.”

Two-challenge rule

  • Definition: a technique for avoiding conflict while escalating a situation that involves voicing concern, e.g., regarding unsafe conduct, at least twice to the person responsible, before initiating a more assertive approach (e.g., intervening) or alerting a person in a higher position if the concerns are not addressed.

CUS

  • Definition: technique that involves voicing that you feel Concerned, Uncomfortable, and that the situation is not Safe.

PACE model for graded assertiveness

  • Definition: a strategy to escalate concerns effectively and appropriately in situations of potential crisis

    • Probe the situation by voicing your concerns and assessing the reaction of others.
    • Alert the persons involved if unsatisfied with the response, reiterating your concerns more emphatically.
    • Challenge the situation openly if still unsatisfied with the response, formally stating your concerns and pointing out the consequences.
    • Emergency action should be taken if all previous efforts to avert the crisis have been unsuccessful.
  • Example scenario: A patient needs an antibiotic. An inexperienced resident is about to give penicillin to the patient. He appears to have missed the documented penicillin allergy in the patient's file. An attentive nurse intervenes:

Teams are composed of various individuals and in health care, the individuals working together often come from different medical specialties (e.g., cardiologists, surgeons, anesthesiologists) and professional backgrounds (e.g., nurses, physicians, physiotherapists, psychiatrists). The foundations of good teamwork are efficient, clear, and open communication; mutual respect and support; and psychological safety (i.e., a work environment that permits and encourages voicing ideas, concerns, mistakes, and questions without fear of negative consequences).

Definitions

  • Interprofessional team: a team composed of individuals with different professional backgrounds or specialties (e.g., a nurse, a physical therapist, and a physician; a surgeon, an anesthesiologist, and a radiologist) collaborating towards a common goal
  • Intraprofessional team: a team composed of individuals with the same professional background (e.g., a team of physical therapists) collaborating towards a common goal

Fundamentals of teamwork [44][45]

  • Adaptability: the ability to react adequately to changes in a team’s circumstances (team reflections, debriefing)
  • Collective intelligence in medical decision-making: pooling insights and skills of a team to generate more effective decisions
  • Cooperation: defining shared goals, consulting with one another, and working together to achieve goals efficiently
    • Being aware of other team members’ skills and roles
    • Staying open to suggestions from others, even when they concern one's own area of expertise
  • Coordination: structuring the different individual levels of skill, knowledge, and behavior
    • Clearly defined shared goals, norms, expectations
    • Role clarification
  • Effective Communication: clear, proactive communication aimed at facilitating cooperation and minimizing communication errors
  • Mutal respect and support
    • Cooperation founded on trust, decision-making based on collective intelligence, and positive attitudes towards conflict resolution, ensuring that contributions from all members are equally recognized and respected
    • A positive attitude towards conflict resolution
    • A culture that fosters individuals feeling comfortable admitting mistakes and knowledge gaps
  • Synergy: The benefits of teamwork are greater than the sum of what individuals can achieve working separately.

A team will complete a task more efficiently than the same number of individuals working on the same task separately.

Goals of teamwork [45]

  • Team members
    • More job satisfaction
    • Greater role clarity
    • Improved sense of well-being
  • Team
    • Improved coordination of care
    • Efficient use of resources
    • Enhance communication efficiency and professional synergy
  • Organization
    • Reduce time/costs of hospitalization
    • Better accessibility for patients
  • Patient
    • Better care
    • Greater satisfaction
    • Lower cost

Challenges in teamwork

  • Changing roles
  • Changing settings
  • Hierarchies
  • Individualistic approaches of different team members (e.g., bedside manner, treatment choices) that may cause inconsistencies within the team
  • Frequent changes in team composition (emergency teams, chronic care)

Leadership is a central factor in determining the culture of a health care organization and developing strategies for effective and efficient delivery to patients. Health care leaders should lead by example and shape their team through collaboration from within. Accordingly, successful leadership requires interpersonal (soft) skills as well as organizational (hard) skills.

Organizational skills [37]

  • Coordination
    • Clarify roles
    • Set clear goals
    • Assign tasks
    • Structure team
    • Manage resources
  • Monitoring
    • Modify plans as necessary and communicate changes
    • Evaluate team performance
    • Provide necessary feedback

Interpersonal skills

  • Lead by example
  • Encourage teamwork through engagement in the team
  • Foster positive team culture and atmosphere
  • Provide team members with the necessary information and facilitate information sharing
  • Encourage and mediate conflict resolution

Situation monitoring

  • Goal: ensuring a common understanding of the situation to reach common goals efficiently and safely
  • STEP components of situation monitoring
    • Status of patient
    • Team members (skills, performance, stress, and fatigue)
    • Environment (resources and equipment)
    • Progress towards goal
  • Cross-monitoring: Team members monitor each other to ensure that procedures are followed appropriately and safely.

Interested in the newest medical research, distilled down to just one minute? Sign up for the One-Minute Telegram in “Tips and links” below.

  1. Martínez-García M, Hernández-Lemus E. Health Systems as Complex Systems. American Journal of Operations Research. 2013; 03 (01): p.113-126. doi: 10.4236/ajor.2013.31a011 . | Open in Read by QxMD
  2. Kaboodmehri R, Hasavari F, Adib M, Khaleghdoost Mohammadi T, Kazemnejhad Leili E. Environmental Factors Contributing to Medication Errors in Intensive Care Units. Journal of Holistic Nursing and Midwifery. 2019 : p.57-64. doi: 10.32598/jhnm.29.2.57 . | Open in Read by QxMD
  3. Page A. Keeping Patients Safe: Transforming the Work Environment of Nurses. Committee on the Work Environment for Nurses and Patient Safety ; 2004
  4. Yuan Z, Yu D, Zhao H, et al. Burnout of Healthcare Workers Based on the Effort-Reward Imbalance Model: A Cross-Sectional Study in China. Int J Public Health. 2021; 66 . doi: 10.3389/ijph.2021.599831 . | Open in Read by QxMD
  5. Rikard RV, Thompson MS, McKinney J, Beauchamp A. Examining health literacy disparities in the United States: a third look at the National Assessment of Adult Literacy (NAAL). BMC Public Health. 2016; 16 (1). doi: 10.1186/s12889-016-3621-9 . | Open in Read by QxMD
  6. Johns Hopkins study suggests medical errors are third-leading cause of death in U.S.. https://hub.jhu.edu/2016/05/03/medical-errors-third-leading-cause-of-death/. . Accessed: March 18, 2021.
  7. Campbell SG, Croskerry P, Bond WF. Profiles in Patient Safety: A “Perfect Storm” in the Emergency Department. Academic Emergency Medicine. 2007; 14 (8): p.743-749. doi: 10.1197/j.aem.2007.04.011 . | Open in Read by QxMD
  8. Medication Errors and Adverse Drug Events. https://psnet.ahrq.gov/primer/medication-errors-and-adverse-drug-events. Updated: September 1, 2019. Accessed: August 5, 2020.
  9. Never Events. https://psnet.ahrq.gov/primer/never-events. Updated: September 1, 2019. Accessed: February 24, 2020.
  10. Grober ED, Bohnen JM. Defining medical error.. Can J Surg. 2005; 48 (1): p.39-44.
  11. TeamSTEPPS Fundamentals Course: Module 3. Evidence-Based: Communication. https://www.ahrq.gov/teamstepps/instructor/fundamentals/module3/ebcommunication.html. Updated: October 1, 2014. Accessed: February 25, 2020.
  12. Hepp SL, Suter E, Jackson K, et al. Using an interprofessional competency framework to examine collaborative practice.. J Interprof Care. 2015; 29 (2): p.131-7. doi: 10.3109/13561820.2014.955910 . | Open in Read by QxMD
  13. Truog RD, Browning DM, Johnson JA, Gallagher TH. Talking with Patients and Families about Medical Error. JHU Press ; 2010
  14. Pham JC, Girard T, Pronovost PJ. What to do with healthcare Incident Reporting Systems. Journal of Public Health Research. 2013; 2 (3): p.27. doi: 10.4081/jphr.2013.e27 . | Open in Read by QxMD
  15. Franklin CM, Bernhardt JM, Lopez RP, Long-Middleton ER, Davis S. Interprofessional Teamwork and Collaboration Between Community Health Workers and Healthcare Teams. Health Services Research and Managerial Epidemiology. 2015; 2 : p.233339281557331. doi: 10.1177/2333392815573312 . | Open in Read by QxMD
  16. Babiker A, El Husseini M, Al Nemri A, et al. Health care professional development: Working as a team to improve patient care.. Sudanese journal of paediatrics. 2014; 14 (2): p.9-16.
  17. Rosenberg M, Molho P. Nonviolent (empathic) communication for health care providers.. Haemophilia. 1998; 4 (4): p.335-40. doi: 10.1046/j.1365-2516.1998.440335.x . | Open in Read by QxMD
  18. Rosenberg M. Nonviolent Communication: A Language of Life. PuddleDancer Press ; 2003
  19. Using DESC to Make Your Difficult Conversations More Effective. https://your.yale.edu/sites/default/files/adviformanagers_usingdesctomakeyourdifficultconversations.pdf. . Accessed: March 18, 2021.
  20. Portela MC, Lima SML, Martins M, Travassos C. Improvement Science: conceptual and theoretical foundations for its application to healthcare quality improvement. Cadernos de Saúde Pública. 2016; 32 (suppl 2). doi: 10.1590/0102-311x00105815 . | Open in Read by QxMD
  21. What is a Pareto Chart?. https://asq.org/quality-resources/pareto. . Accessed: February 1, 2019.
  22. Culture of Safety. https://psnet.ahrq.gov/primer/culture-safety. . Accessed: March 18, 2021.
  23. Higginson J, Walters R, Fulop N. Mortality and morbidity meetings: an untapped resource for improving the governance of patient safety?. BMJ Quality & Safety. 2012; 21 (7): p.576-585. doi: 10.1136/bmjqs-2011-000603 . | Open in Read by QxMD
  24. Time-outs and their role in improving safety and quality in surgery. https://bulletin.facs.org/2017/06/time-outs-and-their-role-in-improving-safety-and-quality-in-surgery/. Updated: June 1, 2017. Accessed: March 4, 2020.
  25. Computerized Provider Order Entry. https://psnet.ahrq.gov/primer/computerized-provider-order-entry. Updated: September 1, 2019. Accessed: February 25, 2020.
  26. Rodziewicz TL, Hipskind JE. Medical Error Prevention. Statpearls. 2020 .
  27. Six Domains of Health Care Quality. https://www.ahrq.gov/talkingquality/measures/six-domains.html. Updated: November 1, 2018. Accessed: April 15, 2021.
  28. Institute of Medicine (US) Committee on Quality of Health Care in America. Crossing the Quality Chasm: A New Health System for the 21st Century. National Academies Press (US) ; 2001
  29. Improving the Reliability of Health Care. http://www.ihi.org/education/IHIOpenSchool/Courses/Documents/CourseraDocuments/08_ReliabilityWhitePaper2004revJune06.pdf. . Accessed: April 22, 2021.
  30. Ferguson T. Improving health outcomes and promoting stewardship of resources: ABIM Foundation's Choosing Wisely campaign.. Virtual Mentor. 2012; 14 (11): p.880-4. doi: 10.1001/virtualmentor.2012.14.11.pfor2-1211 . | Open in Read by QxMD
  31. Physician Stewardship of Health Care Resources. https://www.ama-assn.org/delivering-care/ethics/physician-stewardship-health-care-resources. . Accessed: April 22, 2021.
  32. Guide to Good Prescribing. https://apps.who.int/iris/bitstream/handle/10665/59001/WHO_DAP_94.11.pdf. . Accessed: April 22, 2021.
  33. The Core Elements of Hospital Antibiotic Stewardship Programs: 2019. https://www.cdc.gov/antibiotic-use/healthcare/pdfs/hospital-core-elements-H.pdf. . Accessed: April 22, 2021.
  34. Benefit-Cost Analysis.
  35. Financial Barriers to Health Care Access. https://www.ama-assn.org/delivering-care/ethics/financial-barriers-health-care-access. . Accessed: April 22, 2021.
  36. What Is Patient-Centered Care?. https://catalyst.nejm.org/doi/full/10.1056/CAT.17.0559. Updated: January 1, 2017. Accessed: April 22, 2021.
  37. Timeliness. https://improvingphc.org/improvement-strategies/access/timeliness. . Accessed: April 22, 2021.
  38. Chassin MR, Loeb JM. High‐Reliability Health Care: Getting There from Here. Milbank Q. 2013; 91 (3): p.459-490. doi: 10.1111/1468-0009.12023 . | Open in Read by QxMD
  39. High Reliability. https://psnet.ahrq.gov/primer/high-reliability. . Accessed: April 20, 2021.
  40. Basics of Quality Improvement. https://www.aafp.org/family-physician/practice-and-career/managing-your-practice/quality-improvement-basics.html. . Accessed: April 22, 2021.
  41. Understanding the Transition from PQRS to MIPS. https://hcrs-inc.com/blog/understanding-the-transition-from-pqrs-to-mips/. . Accessed: April 15, 2021.
  42. Physician Quality Reporting System (PQRS). https://www.snmmi.org/ClinicalPractice/content.aspx?ItemNumber=10453. . Accessed: March 18, 2021.
  43. Physician Quality Reporting System (PQRS) Overview. https://www.cms.gov/Medicare/Quality-Initiatives-Patient-Assessment-Instruments/PQRS/Downloads/PQRS_OverviewFactSheet_2013_08_06.pdf. . Accessed: March 18, 2021.
  44. What is the Physician Quality Reporting System?. https://www.apaservices.org/practice/medicare/pqrs/faqs. . Accessed: March 18, 2021.
  45. 2016 Physician Quality Reporting System (PQRS) List of Eligible Professionals. https://www.cms.gov/Medicare/Quality-Initiatives-Patient-Assessment-Instruments/PQRS/Downloads/2015_PQRS_List_of_Eligible_Professionals.pdf. . Accessed: April 15, 2021.
  46. Drake R, Vogl AW, Mitchell AWM. Gray's Anatomy for Students International Edition. Elsevier Health Sciences ; 2009