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Risk Management Event Evaluation and Responsibilities

Editor: Joseph R. Nicolini Updated: 8/23/2023 1:25:59 PM

Introduction

Risk management in healthcare is a complex set of clinical and administrative systems, processes, procedures, and reporting structures designed to detect, monitor, assess, mitigate, and prevent risks to patients. Currently, the numerous risk management practices and processes that occur in healthcare organizations are a response to The Institute of Medicine’s (“IOM”) report entitled “To Err is Human: Building a Safer Health System.”[1]

In the report, the IOM noted that approximately 98,000 people die in any given year from medical errors while in the hospital. As a result of the report, Congress enacted the Patient Safety and Quality Improvement Act (“PSQIA”) of 2005 (hereafter referred to as “The Act”).[2]

Legal commentators reviewed the impact of The Act and articulated several of its key principles and responsibilities.[3] These duties include:

  • Provision for the certification and recertification of Patient Safety Organizations (“PSO’s”)
  • Collection and dissemination of information related to patient safety
  • Establishment of a patient safety database
  • Facilitation of the development of consensus among healthcare providers, patients, and other interested parties concerning patient safety and recommendations to improve patient safety
  • Provision of technical assistance to states that have (or are developing) medical-error reporting systems
  • Provision of assistance to the states in developing standardized methods for data collection and data collection from state reporting systems for inclusion in the patient safety database.

The fundamental goal of this act was to increase the nation’s overall patient safety by encouraging confidential and voluntary reporting of adverse events that affected patients. Policymakers theorized that the systematic collection of medical-error data could achieve improved patient safety. The awareness of such error-data by health care providers and administrators would lead to the prevention of errors and the global reduction of their recurrence.[4]

Relevant Definitions

Sentinel Event: Defined by the Joint Commission as “a patient safety event that results in death, permanent harm, or severe, temporary harm” (The Joint Commission 2017). These events are typically unrelated to the patient’s illness/underlying condition. It is important to note that the Joint Commission requires each accredited organization to establish its own definition for a sentinel event to prevent, review, and respond to these occurrences.   

Medical Error: The failure of a planned action to be completed as intended or using a wrong plan to achieve an aim.[1] In the context of this article, medical errors may fall under the definition of sentinel events if the error is severe enough.

Root Cause Analysis: The process for identifying the basic or causal factor(s) underlying variation in performance. Also established by the Joint Commission, this multi-step process is crucial to identify and fix systemic problems in patient safety and care.

Risk Management: Clinical and administrative activities undertaken to identify, evaluate, and reduce the risk of injury to patients, staff, and visitors and the risk of loss to the organization itself (The Joint Commission 2017).

Function

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Function

Why Is This Important To Clinical Practice?

The healthcare system is made up of individual players, but its ultimate goals of patient care and safety are accomplished through teamwork. Likewise, when medical errors occur, though they may result from an individual’s actions, the appropriate next steps fall on the institution to identify, learn from, and improve on the prevention of such events. This process focuses on systemic policy changes, not individual performances, to progress.

For example, consider an emergency room triage system that primarily relies on color-coded wristbands to stratify patients who present with various complaints. When given a red wristband, this signifies to a healthcare provider that a patient needs immediate medical care. A white wristband may signify that there is no real urgency, etc. Many hospitals utilize such systems to manage a hectic emergency department efficiently.[5]

Imagine that a real estate conference is being held in a busy downtown. Attendees are required to wear a purple wristband for admission to the event. At one point in the evening, a 65-year-old conference attendee with a significant medical history for hypertension, diabetes, and hyperlipidemia begins to feel crushing, substernal chest pain. He drives himself to the local hospital and awaits care in triage. It is 7:00 PM on a Friday night, and a shift change has just occurred. Moments later, the patient stops breathing. The nurse who just began her shift rushes to the patient’s side and notices a purple wristband. Mistaking it for a Do Not Resuscitate (DNR) band, she doesn’t call the code.[6]

It is clear to see that this was one individual’s medical error in misidentifying a patient’s wristband, resulting in a sentinel event. However, what if, to check in to the ED, a front desk employee’s responsibility was to give patients the appropriate, color-coded wristband and to check for any bracelets/bands that a patient may be wearing? Medical errors are likely to happen in this environment, but systems-based safety policies, though loaded with redundancies, can reduce the chances that such a medical error progresses any further.

How pervasive is this issue? In 1999, a monumental report was released by the U.S. Institute of Medicine that brought to light the significant issue of medical errors. By their estimates, between 44,000 and 98,000 patients die each year from preventable medical errors.[1] Throughout the years, many academic papers have attempted to quantify or rank medical error as a leading cause of death in the United States. Though the Joint Commission releases an annual report summarizing the sentinel events reviewed by the committee, they include a caveat that these submissions by accredited institutions are encouraged, but not required. Therefore, the true number of sentinel events is difficult to pinpoint, and statistical conclusions cannot be accurately drawn. Nonetheless, the importance of identifying, reviewing, and learning from sentinel events cannot be undersold. Not only would an increase in sentinel event reporting result in a more accurate epidemiological picture of medical error in the United States, but hospitals would benefit from a culture of transparency and proactivity that promotes patient safety at all costs.  

Issues of Concern

How Are Sentinal Events Prevented?

Sentinel event prevention is a team sport. Research has previously shown the creation of a culture where anyone, regardless of perceived status or importance, is welcomed to contribute their concerns regarding patient safety.[7] This team includes physicians, physician assistants and nurse practitioners, nurses, nursing assistants/medical technicians, hospital support staff, patients, and patients' family members. Each of these individuals is involved in a specific component of medical care and see a different aspect of a patient's interaction with the medical system. With this in mind, the only way to comprehensively ensure that a sentinel event is recognized is by creating a system in which everyone is empowered to speak up. This culture must be pervasive - from the highest hospital administrator to the newest volunteer, patient safety-focused training must begin on day one of the new hire orientation and be reinforced frequently throughout an employee's career.[7] There are varied methods via which hospital systems seek to create this team approach to patient safety; however, the foundational concept is one of empowering employees, patients, and visitors to participate.

The priority of sentinel event prevention is ensuring an accurate understanding of what constitutes a sentinel event. This is a specific subcategory within the broader concept of medical error. As stated in the definitions above and according to The Joint Commission, a sentinel event is "a patient safety event that results in death, permanent harm, or severe temporary harm" (The Joint Commission, 2017).

Even an exhaustive list of day-to-day medical care areas that can precipitate a sentinel event would still be incomplete. Commonly cited high-risks processes include (AHRQ, 2017; [1]):

  • Verifying surgical site
  • Specimen mislabeling
  • Medication errors: Correct medication, correct dose, correct patient
  • Equipment failure/misuse: IV pump rates, IV tubing, securing in-dwelling devices
  • Indwelling device infections: urinary catheters, central venous catheters, percutaneously inserted central venous catheters, provider hand hygiene
  • Provider sleep deprivation
  • Provider-to-provider turnover
  • Inadequate staffing/high patient volumes per provider
  • Diagnostic error
  • Patient falls

The simple fact is that modern medical care is fraught with risk. The landmark publication, "To Err is Human: Building a Safer Health System," first released in 1999 by the US Institute of Medicine, was the first of its kind to acknowledge this fact.[1] This report focuses on the epidemic of medical error, seeking not to place blame on individuals but identify systems-level failures and suggest areas to improve. It acknowledges that human beings make mistakes - whether due to fatigue, stress, or working conditions, this fact is unavoidable. It states, "there are not bad people in healthcare, but good people working in bad systems that need to be made safer." This report seeks to spur systems-level protections to minimize the opportunity for human error. Ultimately, this set forth a nation-wide agenda to improve patient safety. 

While each of the high-risk areas listed above individually deserves article-length attention, this article's focus will be on three exemplary situations - patient handoff, medication errors, and wrong-site/wrong-patient procedures. 

Patient Handoff

Many hospital systems have adopted standardized communication systems, particularly for provider-to-provider turnover. This process has previously been shown to contribute heavily to medical error and poor patient safety.[1][8] The most ubiquitous example is the TeamSTEPPS Curriculum ("Advances in Patient Safety," AHRQ, 2008) - an evidence-based patient turnover framework developed by the Department of Defence (DOD) and Agency for Healthcare Research and Quality (AHRQ). This curriculum yielded the "I-PASS" standardized approach to patient turnover. This is a mnemonic for the passage of critical patient information to be passed between providers during turnover (Figure 1, "I-PASS" template). 

I - Illness severity: "stable", "watcher", "unstable"

P - Patient summary

A - Action list: "to-do list" and timeline

S - Situation awareness and contingency planning: planning for "what might happen"

S - Synthesis by the receiver: summarizes back to off-going staff, repeats action list

For example, handoff of a patient following the "I-PASS" system would be structured as follows: "This patient is a watcher. Ms. X is a 65-year-old female, anticoagulated on apixaban, who presented to the ED after a mechanical fall. She was neurologically intact, but her head CT showed a subdural hematoma without midline shift, so she was admitted to the ICU. She needs neurological checks every 1 hour and a repeat head CT in 4 hours. Should she have an acute mental status change, please plan to reverse her anticoagulation, consider intubating her and giving hypertonic saline, obtain a STAT head CT, and contact neurosurgery immediately. "After this, the receiving provider would summarize the patient and repeat the action points back to ensure proper understanding.

The I-PASS patient handoff system has been successfully implemented at the physician and nursing levels. It has shown positive results concerning patient safety and avoidance of medical errors in both adult and pediatric medicine.[9][10][11][12][13][14]

Wrong-Site/Wrong-Patient Procedures

Wrong-site and wrong-patient procedures were identified in "To Err is Human" as a particularly devastating example of medical error and patient harm. This information ultimately led to a massive undertaking to improve safety in the surgical arena. In 2009, the World Health Organization (WHO) was the first to release a "surgical checklist" of critical patient information that must undergo verification before initiation of a surgical procedure (Figure 2, "WHO Surgical Checklist"). This is a "pre-op," "intra-op," and "post-op" process that makes patient safety the number one priority in the operating room. The checklist includes "check-boxes" such as:

  • Confirmation of patient identify
  • Marking of the correct surgical site
  • Verifying functional cardiopulmonary monitors and anesthesia machine
  • Allergy review
  • Airway assessment
  • Review of all surgical team members and assigned roles
  • Expected blood loss
  • Prophylactic antibiotic administration
  • Verification of the procedure performed
  • Anticipated recovery concerns

This checklist has been adjusted and modified countless times by hospital systems as well as national governing bodies such as the Association of Perioperative Registered Nurses (AORN), American Academy of Orthopedic Surgeons (AAOS), American Society of Anesthesiologists (ASA), the American College of Surgeons (ACS), and countless others. This approach is now standard-of-care in modern surgical medicine. Checklist implementation has citations as one the single most effective patient safety measures to date.[15][16][17][18]

Medication Errors

Medication-related errors have long been cited as a cause of patient harm - this includes incorrect medication administration, incorrect dosing, and administration of medications to which patients have documented allergy.[19][20] While responsibility certainly falls on individuals to verify correct medication, correct dose, and patient allergies before ordering and administering medication, this topic was also covered in "To Err is Human" and an area for systems-level improvement. The advent and wide-spread implementation of Electronic Medical Records (EMRs) have been imperative to developing protections against medication errors. EMRs could verify the correct dosage based on a patient's weight, verify the dosing frequency, and provide an alert if a medication ordered conflicts with the patient's allergy list.[21] These are systems protection at the time of the physician ordering medication; EMRs also provide levels of protection for nursing colleagues. Many hospitals have implemented a barcode scanning system in which a patient identification wristband has a barcode that must be scanned to verify the identity and accuracy of the medication prior to administration by the nurse.[22][23] Finally, many hospitals have increased pharmacist availability and visibility as an additional step to prevent medication-related errors; this includes 24-hour pharmacist consultation by phone, pharmacist review and sign-off on all medication orders, and physical presence of a clinical pharmacist in higher risk areas of medicine, such as intensive care and emergency medicine.[24][25][26] These systems-level protections all seek to fulfill the goal outlined in "To Err is Human" - to minimize the opportunity for human error by creating a multi-layered system of protection around providers and patients. 

To prevent sentinel events, a hospital system must first accept that human error is inevitable and, to some degree, unavoidable. As introduced in "To Err is Human," the focus must shift from blaming individuals for human error and, instead, developing a multi-faceted system and culture of protection surrounding providers and patients. Successful examples of this approach include standardization of patient handoff, perioperative checklists, use of EMRs to verify accurate medications, and increased visibility and involvement of pharmacists. Overall, hospital-systems that succeed in patient safety share one key feature - a positive, supportive, and collaborative culture that encourages every employee, patient's family member, and the individual patient to participate.[27][28][29][8]

The Proper Response To A Sentinal Event

When a sentinel event occurs, an organization must take two important actions. The first involves a comprehensive systems-based investigation into the causative factors of the event, known as a root cause analysis, or RCA. This goal of RCA is to develop a robust, corrective action plan that will not only address the current event but also will implement changes that prevent future sentinel events. This method successfully shifts focus away from an individual's errors and onto policies or lack thereof that may have contributed to the incident. Root cause analysis can work in conjunction with a single sentinel event, but it may be applicable in analyzing several lower-risk medical error occurrences as well. For example, in a Danish study of 40 randomly selected community pharmacies, a root-cause analysis was employed to investigate over 400 separate medical errors.[30] The results identified four chief causes of medical error:

  1. Illegible handwritten prescriptions
  2. Misleading packaging labels, strengths, or dosages of medications
  3. Lack of effective control of prescription label and medicine
  4. Lack of concentration caused by interruptions

Since 1997, the Joint Commission has provided materials to accredited institutions to help establish individual sentinel event policies and work through a root cause analysis. Central to this process are three questions:

  • What happened?
  • Why did it happen?
  • What are the latent conditions?

Latent conditions can be defined as the elements of a healthcare system's inherent design that can either contribute to or prevent medical error and sentinel events. One author describes these conditions as pertaining to "the 6 P's."[31]

  • Providers: unfamiliarity with new procedures, hospital layout, or policies
  • Procedures: inherent risks involved
  • Products: the complexity of medical devices, variability in branding, names, etc
  • Peripherals: hospital infrastructure, environmental factors
  • Patients: capable of preventing accidental treatment
  • Policy: outdated regulations, unnecessary complexity

In answering the three questions above, an institution can identify specific causes that may be amenable to solutions. However, root cause analysis has not been immune to criticism. A 2017 retrospective study published in the BMJ Quality and Safety journal examined over three hundred root cause analyses in an eight-year period. The three most common event types involved a procedure complication, cardiopulmonary arrest, and neurological deficits. In 106 RCAs, action plans were proposed. The most common solution types were training (20%), process change (19.6%), and policy reinforcement (15.2%). The study concluded that "the most commonly proposed solutions were weaker actions, which were less likely to decrease event recurrence."[32] The trouble seemed to be more with the effectiveness of the action plan than the methods by which solutions were reached. An opinion piece published in JAMA in 2008 proposed:

"...many recommendations stemming from RCAs should focus at the level of the healthcare system to prevent the inefficiencies of having individual institutions recycle the same discussions locally. This conversation would require greater collaboration among relevant national stakeholders to develop and share mechanisms for deploying scarce implementation resources."[33]

In 2015, the National Patient Safety Foundation convened to provide an updated definition for root cause analysis, based on substantive feedback on the lack of success in implementing its results. "Root cause analysis and actions" was determined to provide an appropriate emphasis on preventing patient harm through action.[34] Their recommendations included forming a diverse, 4 to 6 member team within 72 hours of recognizing that an RCA is necessary. Though the individuals directly associated with the sentinel event are not included on the team, the RCA committee must interview those individuals. The National Patient Safety Foundation hoped that these new recommendations would place heavier importance on actual outcomes and results from root cause analyses.

Once a root cause analysis has been performed, and the provocating factors that led to the sentinel event have been identified, a corrective action plan must be established and put into effect. The Joint Commission defines an effective action plan as one that addresses:

  • Identification of corrective actions to eliminate or control system hazards or vulnerabilities directly related to causal and contributory factors
  • Responsibility for implementation
  • Timelines for completion
  • Strategies for evaluating the effectiveness of the actions
  • Strategies for sustaining the change

The accredited institution submits a root cause analysis and corrective action plan to the Joint Commission for review. If deemed acceptable, the Joint Commission will assign a follow-up activity to gauge the action plan's success and determine if the institution's accreditation is in jeopardy due to compliance issues. This objective measurement is known as a Sentinel Event Measure of Success (SE MOS) (The Joint Commission 2020). Through these efforts, hospitals may benefit from a culture of transparency and teamwork with systems-based patient safety protocols capable of investigating and preventing sentinel events.

Clinical Significance

Risk management requires each provider to be aware of the inherent risk and benefits of care of the patient and a goal among all providers to "first do no harm". Working together as a team will improve patient outcomes and mitigate risks.

Enhancing Healthcare Team Outcomes

Risk management requires the efforts of a complete, top-down interprofessional team, both in terms of implementing policies and practices, executing them in day to day patient care, and even when addressing medical errors that have occurred. A coordinated team approach where everyone is on the same team and empowered to express their concerns irrespective of "rank," and members are knowledgable about their duties, offers the best chance for successful risk mitigation. This interprofessional approach leads to enhanced patient care and a reduction in potentially catastrophic events.

References



[2]

Levy F,Mareiniss D,Iacovelli C,Howard J, The Patient Safety and Quality Improvement Act of 2005. The Journal of legal medicine. 2010 Oct;     [PubMed PMID: 21184315]

Level 2 (mid-level) evidence

[3]

Riley W,Liang BA,Rutherford W,Hamman W, Structure and Features of a Care Enhancement Model Implementing the Patient Safety and Quality Improvement Act 2008 Aug;     [PubMed PMID: 21249852]

Level 2 (mid-level) evidence

[4]

Paine LA,Baker DR,Rosenstein B,Pronovost PJ, The Johns Hopkins Hospital: identifying and addressing risks and safety issues. Joint Commission journal on quality and safety. 2004 Oct;     [PubMed PMID: 15518358]

Level 2 (mid-level) evidence

[5]

Guzzo AS,Marzolini L,Diaczenko AM,Ruggieri MP,Bertazzoni G, Improving quality through clinical risk management: a triage sentinel event analysis. Internal and emergency medicine. 2012 Jun;     [PubMed PMID: 22161317]

Level 2 (mid-level) evidence

[6]

Dean C, Triage nurses influence safety by cutting the color: removal of non-health care colored wristbands reduces risk for error. Journal of emergency nursing. 2010 Nov;     [PubMed PMID: 21078483]

Level 3 (low-level) evidence

[7]

Elston DM,Stratman E,Johnson-Jahangir H,Watson A,Swiggum S,Hanke CW, Patient safety: Part II. Opportunities for improvement in patient safety. Journal of the American Academy of Dermatology. 2009 Aug;     [PubMed PMID: 19615536]


[8]

Guttman OT,Lazzara EH,Keebler JR,Webster KLW,Gisick LM,Baker AL, Dissecting Communication Barriers in Healthcare: A Path to Enhancing Communication Resiliency, Reliability, and Patient Safety. Journal of patient safety. 2018 Nov 9;     [PubMed PMID: 30418425]


[9]

Starmer AJ,Schnock KO,Lyons A,Hehn RS,Graham DA,Keohane C,Landrigan CP, Effects of the I-PASS Nursing Handoff Bundle on communication quality and workflow. BMJ quality     [PubMed PMID: 28679836]

Level 2 (mid-level) evidence

[10]

Shahian DM,McEachern K,Rossi L,Chisari RG,Mort E, Large-scale implementation of the I-PASS handover system at an academic medical centre. BMJ quality     [PubMed PMID: 28280074]

Level 2 (mid-level) evidence

[11]

Rosenbluth G,Destino LA,Starmer AJ,Landrigan CP,Spector ND,Sectish TC, I-PASS Handoff Program: Use of a Campaign to Effect Transformational Change. Pediatric quality     [PubMed PMID: 30229199]

Level 2 (mid-level) evidence

[12]

Skaret MM,Weaver TD,Humes RJ,Carbone TV,Grasso IA,Kumar H, Automation of the I-PASS Tool to Improve Transitions of Care. Journal for healthcare quality : official publication of the National Association for Healthcare Quality. 2019 Sep/Oct;     [PubMed PMID: 31483392]

Level 2 (mid-level) evidence

[13]

Vertino KA, Evaluation of a TeamSTEPPS© initiative on staff attitudes toward teamwork. The Journal of nursing administration. 2014 Feb;     [PubMed PMID: 24451447]


[14]

Gaston T,Short N,Ralyea C,Casterline G, Promoting Patient Safety: Results of a TeamSTEPPS® Initiative. The Journal of nursing administration. 2016 Apr;     [PubMed PMID: 27011154]


[15]

Makary MA,Sexton JB,Freischlag JA,Millman EA,Pryor D,Holzmueller C,Pronovost PJ, Patient safety in surgery. Annals of surgery. 2006 May;     [PubMed PMID: 16632997]


[16]

Serino MF, Quality and Patient Safety Teams in the Perioperative Setting. AORN journal. 2015 Dec;     [PubMed PMID: 26616322]

Level 2 (mid-level) evidence

[17]

Röhsig V,Maestri RN,Parrini Mutlaq MF,Brenner de Souza A,Seabra A,Farias ER,Lorenzini E, Quality improvement strategy to enhance compliance with the World Health Organization Surgical Safety Checklist in a large hospital: Quality improvement study. Annals of medicine and surgery (2012). 2020 Jul;     [PubMed PMID: 32435476]

Level 2 (mid-level) evidence

[18]

Storesund A, Haugen AS, Flaatten H, Nortvedt MW, Eide GE, Boermeester MA, Sevdalis N, Tveiten Ø, Mahesparan R, Hjallen BM, Fevang JM, Størksen CH, Thornhill HF, Sjøen GH, Kolseth SM, Haaverstad R, Sandli OK, Søfteland E. Clinical Efficacy of Combined Surgical Patient Safety System and the World Health Organization's Checklists in Surgery: A Nonrandomized Clinical Trial. JAMA surgery. 2020 Jul 1:155(7):562-570. doi: 10.1001/jamasurg.2020.0989. Epub     [PubMed PMID: 32401293]

Level 2 (mid-level) evidence

[19]

Valentin A,Capuzzo M,Guidet B,Moreno R,Metnitz B,Bauer P,Metnitz P, Errors in administration of parenteral drugs in intensive care units: multinational prospective study. BMJ (Clinical research ed.). 2009 Mar 12;     [PubMed PMID: 19282436]


[20]

Manias E, Errors in administration of parenteral medications are a serious safety problem in intensive care units. Australian critical care : official journal of the Confederation of Australian Critical Care Nurses. 2009 Aug;     [PubMed PMID: 19595608]


[21]

Dwenger AT,Fox ER,Macdonald EA,Edvalson BJ, Implementation of hyperlinks to medication management policies and guidelines in the electronic health record. American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists. 2019 Sep 1;     [PubMed PMID: 31352489]


[22]

Trudel RR,Mainville C, An effective HIV education program for home health aides and nursing assistants. Home healthcare nurse. 1990 Mar-Apr;     [PubMed PMID: 2351550]


[23]

Shah K,Lo C,Babich M,Tsao NW,Bansback NJ, Bar Code Medication Administration Technology: A Systematic Review of Impact on Patient Safety When Used with Computerized Prescriber Order Entry and Automated Dispensing Devices. The Canadian journal of hospital pharmacy. 2016 Sep-Oct;     [PubMed PMID: 27826157]

Level 1 (high-level) evidence

[24]

Wakefield DS,Ward MM,Loes JL,O'Brien J,Sperry L, Implementation of a telepharmacy service to provide round-the-clock medication order review by pharmacists. American journal of health-system pharmacy : AJHP : official journal of the American Society of Health-System Pharmacists. 2010 Dec 1;     [PubMed PMID: 21098378]


[25]

Aghili M,Neelathahalli Kasturirangan M, A clinical pharmacist-led integrated approach for evaluation of medication errors among medical intensive care unit patients. International journal of evidence-based healthcare. 2020 Jun 8;     [PubMed PMID: 32516208]


[26]

Leape LL,Cullen DJ,Clapp MD,Burdick E,Demonaco HJ,Erickson JI,Bates DW, Pharmacist participation on physician rounds and adverse drug events in the intensive care unit. JAMA. 1999 Jul 21;     [PubMed PMID: 10422996]

Level 1 (high-level) evidence

[27]

Wong AH,Gang M,Szyld D,Mahoney H, Making an     [PubMed PMID: 27043097]


[28]

Weller J,Boyd M,Cumin D, Teams, tribes and patient safety: overcoming barriers to effective teamwork in healthcare. Postgraduate medical journal. 2014 Mar;     [PubMed PMID: 24398594]


[29]

Lee W,Kim SY,Lee SI,Lee SG,Kim HC,Kim I, Barriers to reporting of patient safety incidents in tertiary hospitals: A qualitative study of nurses and resident physicians in South Korea. The International journal of health planning and management. 2018 Oct;     [PubMed PMID: 30160794]

Level 2 (mid-level) evidence

[30]

Knudsen P,Herborg H,Mortensen AR,Knudsen M,Hellebek A, Preventing medication errors in community pharmacy: root-cause analysis of transcription errors. Quality     [PubMed PMID: 17693677]

Level 2 (mid-level) evidence

[31]

Lowe CM, Accidents waiting to happen: the contribution of latent conditions to patient safety. Quality     [PubMed PMID: 17142613]

Level 2 (mid-level) evidence

[32]

Kellogg KM,Hettinger Z,Shah M,Wears RL,Sellers CR,Squires M,Fairbanks RJ, Our current approach to root cause analysis: is it contributing to our failure to improve patient safety? BMJ quality     [PubMed PMID: 27940638]

Level 2 (mid-level) evidence

[33]

Wu AW,Lipshutz AK,Pronovost PJ, Effectiveness and efficiency of root cause analysis in medicine. JAMA. 2008 Feb 13;     [PubMed PMID: 18270357]


[34]

Balakrishnan K,Brenner MJ,Gosbee JW,Schmalbach CE, Patient Safety/Quality Improvement Primer, Part II: Prevention of Harm Through Root Cause Analysis and Action (RCA{sup}2{/sup}). Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery. 2019 Dec;     [PubMed PMID: 31570058]

Level 2 (mid-level) evidence