Medicine:Medical error

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Short description: Preventable adverse effect of medical care

Template:Patients sidebar A medical error is a preventable adverse effect of care ("iatrogenesis"), whether or not it is evident or harmful to the patient. This might include an inaccurate or incomplete diagnosis or treatment of a disease, injury, syndrome, behavior, infection, or other ailments.

The incidence of medical errors varies depending on the setting. The World Health Organization has named adverse outcomes due to patient care that is unsafe as the 14th causes of disability and death in the world, with an estimated 1/300 people being potentially harmed by healthcare practices around the world.[1]

Definitions

A medical error occurs when a health-care provider chooses an inappropriate method of care or improperly executes an appropriate method of care. Medical errors are often described as "human errors in healthcare".[2]

There are many types of medical error, from minor to major,[3] and causality is often poorly determined.[4][5]

There are many taxonomies for classifying medical errors.[6]

Definitions of diagnostic error

Defining diagnostic error is important for measuring its frequency, identifying its causes, and implementing strategies to reduce harm, steps that are essential for improving patient safety.[7] The complexity of diagnosis as both a process (the act of arriving at a diagnosis) and a label (the name of the assigned disease) has led to multiple, overlapping definitions and there is no single definition of diagnostic error.

Diagnostic error with regard to labels has been defined by Graber et al. as a diagnosis that is wrong, egregiously delayed, or missed altogether.[8] This error can only be applied in retrospect, using some gold standard (for example, autopsy findings or a definitive laboratory test) to confirm the correct diagnosis.[8]

Diagnostic error with regard to processes has been defined by Schiff et al. as any breakdown in the diagnostic process, including both errors of omission and errors of commission,[9] and by Singh et al. as a "missed opportunity" in the diagnostic process, based on retrospective review.[10]

In its landmark report, Improving Diagnosis in Health Care, The National Academy of Medicine proposed a new, hybrid definition that includes both label- and process-related aspects: "A diagnostic error is failure to establish an accurate and timely explanation of the patient's health problem(s) or to communicate that explanation to the patient."[11] This is the only definition that specifically includes the patient in the definition wording.

Definition of prescription error

A prescription or medication error, as defined by the National Coordinating Council for Medication Error Reporting and Prevention, is an event that is preventable that leads to or has led to unsuitable use of medication or has led to harm to the person during the period of time that the medicine is controlled by a clinician, the person, or the consumer.[12] Some adverse drug events can also be related to medication errors.[13]

Impact

One study suggests that 180,000 people die each year partly as a result of iatrogenic injury.[14] This appears to be increasing - for example, the World Health Organization registered 14 million new cases and 8.2 million cancer-related deaths in 2012, and estimated that the number of cases could increase by 70% through 2032. As the number of cancer patients receiving treatment increases, hospitals around the world are seeking ways to improve patient safety, to emphasize traceability and raise efficiency in their cancer treatment processes.[15]

Children are often more vulnerable to a negative outcome when a medication error occurs as they have age-related differences in how their bodies absorb, metabolize, and excrete pharmaceutical agents.[16]

One study reported that approximately 6.9% to 14.5% of pediatric patients were prescribed inappropriate medications secondary to diagnostic inaccuracies. [17]

A 2019 study reported that pediatric emergency departments are susceptible to medication errors due to weight-based dosing calculations, prescribing inaccuracies, and challenges within communication which contributed to inappropriate mediation administration in children. [18]

UK

In the UK, an estimated 850,000 medical errors occur each year, costing over £2 billion (estimated in the year 2000).[19] The accuracy of this estimate is not clear. Criticism has included the statistical handling of measurement errors in the report,[20] significant subjectivity in determining which deaths were "avoidable" or due to medical error, and an erroneous assumption that 100% of patients would have survived if optimal care had been provided.[21]

US

Estimated numbers of medical errors occurring in the US have varied. A 2000 Institute of Medicine report estimated that medical errors result in between 44,000 and 98,000 preventable deaths and 1,000,000 excess injuries each year in U.S. hospitals.[22][23][24] A 2001 study in the Journal of the American Medical Association of seven Department of Veterans Affairs medical centers estimated that, for roughly every 10,000 patients admitted to the select hospitals, one patient died who would have lived for three months or more in good cognitive health had "optimal" care been provided.[21] Another 2001 study estimated that 1% of hospital admissions result in an adverse event due to negligence.[25] According to a 2002 Agency for Healthcare Research and Quality report, about 7,000 people were estimated to die each year from medication errors – about 16 percent more deaths than the number attributable to work-related injuries (6,000 deaths).[26] Another 2002 report stated that one in five Americans (22%) report that they or a family member have experienced a medical error of some kind.[27] A 2008 literature review in The American Journal of Medicine estimated that between 10 and 15% of physician diagnoses are erroneous.[28]

A 2006 study by the National Academy of Science found that medication errors are among the most common medical mistakes, harming at least 1.5 million people every year. According to the study, 400,000 preventable drug-related injuries occur each year in hospitals, 800,000 in long-term care settings, and roughly 530,000 among Medicare recipients in outpatient clinics. The report stated that these are likely to be conservative estimates.[29]

Medical errors can also have a major financial impact. In 2000 alone, the extra medical costs incurred by preventable drug-related injuries sustained by Medicare recipients approximated $887 million. None of these figures take into account lost wages and productivity or other costs.[29] in 2010, the projected cost of medical errors to the U.S. economy was approximately $20 billion, 87% of which was direct increases in medical costs of providing services to patient affected by medical errors.[30] Medical errors can increase average hospital costs by as much as $4,769 per patient.[31]

Canada

A study reported that in Canada, the medication errors morbidity and mortality has been estimated to cost $11 billion annually, which is comparable to the United States at $8.9 billion. Canadian data demonstrated that 28% of emergency department visits were drug related events and 70% have been preventable. [32]

Outpatient vs. inpatient

Misdiagnosis is the leading cause of medical error in outpatient facilities. Since the National Institute of Medicine's 1999 report, "To Err is Human," found that up to 98,000 hospital patients die from preventable medical errors in the U.S. each year, government and private sector efforts have focused on inpatient safety.

Difficulties in studying medical errors

The identification of errors may be a challenge in these studies, and mistakes may be more common than reported. Studies tend to identify only mistakes that led to measurable adverse events occurring soon after the errors. Independent review of doctors' treatment plans suggests that decision-making could be improved in 14% of admissions; many of the benefits would have delayed manifestations.[33]

One study in 2003 suggested that adults in the United States receive only 55% of recommended care.[34] At the same time, a second study found that 30% of care in the United States may be unnecessary.[35] If a doctor failed to order a mammogram that is past due, this mistake would not show up in the first type of study.[25] In addition, because no adverse event occurred during the short follow-up of the study, the mistake also would not show up in the second type of study[33] because only the principal treatment plans were critiqued. However, the mistake would be recorded in the third type of study. If a doctor recommends an unnecessary treatment or test, it may not show in any of these types of studies.

Another difficulty is that causes of death on United States death certificates, statistically compiled by the Centers for Disease Control and Prevention (CDC), are coded in the International Classification of Disease (ICD), which does not include codes for human and system factors.[36][37]

Causes

The research literature has shown that medical errors are caused by errors of commission and errors of omission.[38] Errors of omission are made when providers did not take action when they should have, while errors of commission occur when decisions and action are delayed.[38] Medical errors of both types can be attributed to a number of causes including inexperienced physicians and nurses, new procedures, extremes of age, and complex or urgent care.[39] A special form of an error of commission occurs when health care professionals commit to unnecessary treatment in the case of Medical child abuse.

Many medical errors have been attributed to communication failures.[40][41] For example, a study of data covering 67,826 patients found that poor communication contributed to 24% of patient safety incidents, and was the only identifiable cause in 13.2% of patient safety incidents.[42] Communication failures may include translation issues (as may be the case for medical tourists), improper documentation, illegible handwriting, spelling errors, inadequate nurse-to-patient ratios, and confusion about similarly named medications. [43][44]

Misdiagnosis may be associated with individual characteristics of the patient or due to the patient multimorbidity.[45][46]

Patient actions or inactions may also contribute significantly to medical errors.[41][40]

Medication error

A study conducted of prescribing and prescriptions-related errors revealed prevalence rates ranging from 1% to 11% of all prescriptions. These were recognized as significant threats to patient safety. The most reported medication errors involved incorrect medication dosing, followed by potential adverse drug interaction. [47]

Healthcare complexity

Complicated technologies,[48][49] powerful drugs, intensive care, rare and multiple diseases,[50] and prolonged hospital stay can contribute to medical errors.[51] In turn, medical errors from carelessness or improper use of medical devices often lead to severe injuries or death. For example, since 2015, 60 injuries and 23 deaths have been caused by misplaced feeding tubes while using the Cortrak2 EAS system, leading to FDA recalling Avanos Medical's Cortrak system in 2022 due to its severity and the high toll associated with the medical error.[52]

Complexity makes diagnosis especially challenging. There are less than 200 symptoms listed in Wikipedia,[53] but there are probably more than 10,000 known diseases and the World Health Organization's system for the International Classification of Disease, 9th Edition from 1979 listed over 14,000 diagnosis codes.[54] Textbooks of medicine often describe the most typical presentations of a disease, but in many conditions patients may have variable presentations instead of the classical signs and symptoms. To add complexity, the signs and symptoms of a given condition change over time; in the early stages the signs and symptoms may be absent or minimal, and then these evolve as the condition progresses. Diagnosis is often challenging in infants and children who can't clearly communicate their symptoms, and in the elderly, where signs and symptoms may be muted or absent.[55]

There are more than 7000 rare diseases alone, and in aggregate these are not uncommon: Roughly 1 in 17 patients will be diagnosed with a rare disease over their lifetime.[56] Physicians may have only learned a handful of these during their education and training.

System and process design

In 2000, The Institute of Medicine released "To Err is Human," which asserted that the problem in medical errors is not bad people in health care—it is that good people are working in bad systems that need to be made safer.[22]

Poor communication and unclear lines of authority between physicians, nurses, and other care providers are contributing factors.[57] Disconnected reporting systems within a hospital can result in fragmented systems in which numerous hand-offs of patients results in lack of coordination and errors.[58]

Other factors include the impression that action is being taken by other groups within the institution, reliance on automated systems to prevent error,[59] and inadequate systems to share information about errors, which hampers analysis of contributory causes and improvement strategies.[60] Cost-cutting measures by hospitals in response to reimbursement cutbacks can compromise patient safety.[61] In emergencies, patient care may be rendered in areas poorly suited for safe monitoring. The American Institute of Architects has also identified concerns for the safe design and construction of health care facilities.[62] Infrastructure failure is often a concern: according to the WHO, 50% of medical equipment in developing countries is only partly usable due to lack of skilled operators or parts. As a result, diagnostic procedures or treatments cannot be performed, leading to substandard treatment.

The Joint Commission's Annual Report on Quality and Safety 2007 found that inadequate communication between healthcare providers, or between providers and the patient and family members, was the root cause of over half the serious adverse events in accredited hospitals.[63] Other leading causes included inadequate assessment of the patient's condition, and poor leadership or training.

Competency, education, and training

Variations in healthcare provider training & experience[57][64] and failure to acknowledge the prevalence and seriousness of medical errors also increase the risk.[65][66]

The involvement of medical students may also have an effect. For example, the so-called July effect occurs when new residents arrive at teaching hospitals, causing an increase in medication errors as demonstrated by a study of data from 1979 to 2006.[67][68]

This has been disputed: while the Committee on Quality of Health Care in America described medical mistakes as an "unavoidable outcome of learning to practice medicine",[69] as of 2019, the commonly accepted link between prescribing skills and clinical clerkships has not yet been demonstrated by the available data[70]. Conversely, in the U.S. legibility of handwritten prescriptions has been indirectly responsible for at least 7,000 deaths annually.[71]

Human factors and ergonomics

A plate written in a hospital, containing drugs that are similar in spelling or writing

Cognitive errors commonly encountered in medicine were initially identified by psychologists Amos Tversky and Daniel Kahneman in the early 1970s. Jerome Groopman, author of How Doctors Think, described "cognitive pitfalls", biases which cloud logic. For example, a practitioner may overvalue the first data encountered, recall a recent or dramatic case that quickly comes to mind, or have their thinking prejudiced due to stereotypes.[72] Pat Croskerry describes clinical reasoning as an interplay between intuitive, subconscious thought (System 1) and deliberate, conscious rational consideration (System 2). In this framework, many cognitive errors reflect over-reliance on System 1 processing, although they may also sometimes involve System 2.[73]

Physician well-being has also been recommended as an indicator of healthcare quality given its association with patient safety outcomes.[74] For example, sleep deprivation has been cited as a contributing factor in medical errors.[75] One study found that being awake for over 24 hours caused medical interns to double or triple the number of preventable medical errors, including those that resulted in injury or death.[76] The risk of car crash after these shifts increased by 168%, and the risk of near miss by 460%.[77] Interns admitted to falling asleep during lectures, during rounds, and even during surgeries.[77] One study found that night shifts are associated with worse surgeon performance during laparoscopic surgeries.[75]

Other practitioner risk factors include fatigue,[78][79][80] depression,[81] and burnout.[82] A meta-analysis involving 21517 participants found that physicians with depressive symptoms had a 95% higher risk of reporting medical errors and that the association between physician depressive symptoms and medical errors is bidirectional [81]

Factors related to the clinical setting include diversity of patients, unfamiliar settings, time pressures, and patient-to-nurse staffing ratio increases.[83] Drug names that look alike or sound alike are also a problem.[84]

Errors in interpreting medical images are often perceptual instead of "fact-based", being caused by failures of attention or vision.[85] For example, visual illusions can cause radiologists to misperceive images.[86] Medical practitioners may also simply fail to see or notice signs of disease on an image.[85] The retrospective "miss" rate among abnormal imaging studies is reported to be as high as 30% (the real-life error rate is much lower, around 4-5%, because not all images are abnormal),[87] and up to 20% of missed findings result in long-term adverse effects.[88][89]

A number of Information Technology (IT) systems have been developed to detect and prevent medication errors, the most common type of medical errors.[90] These systems screen data such as ICD-9 codes, pharmacy and laboratory data. Rules are used to look for changes in medication orders, and abnormal laboratory results that may be indicative of medication errors and/or adverse drug events.[91]

Examples

Errors can include misdiagnosis or delayed diagnosis, administration of the wrong drug to the wrong patient or in the wrong way, giving multiple drugs that interact negatively, surgery on an incorrect site, failure to remove all surgical instruments, failure to take the correct blood type into account, or incorrect record-keeping.

Errors in diagnosis

One large study reported several cases where patients were wrongly told that they were HIV-negative after the physicians erroneously ordered and interpreted HTLV (a closely related virus) testing rather than HIV testing. In the same study, >90% of HTLV tests were ordered erroneously.[92]

Misdiagnosis of lower extremity cellulitis is estimated to occur in 30% of patients, leading to unnecessary hospitalizations in 85% and unnecessary antibiotic use in 92%. Collectively, these errors lead to between 50,000 and 130,000 unnecessary hospitalizations and between $195 and $515 million in avoidable health care spending annually in the United States.[93]


Sensitivities to foods and food allergies risk being misdiagnosed as the eating disorder orthorexia.

Studies have found that bipolar disorder has often been misdiagnosed as major depression. Its early diagnosis necessitates that clinicians pay attention to the features of the patient's depression and also look for present or prior hypomanic or manic symptomatology.[94]

The misdiagnosis of schizophrenia is also a common problem. There may be long delays of patients getting a correct diagnosis of this disorder.[95]

Delayed sleep phase disorder is often misdiagnosed and may be confused with psychophysiological insomnia; depression; psychiatric disorders such as schizophrenia, ADHD or ADD; other sleep disorders; or school refusal. Practitioners of sleep medicine point out the dismally low rate of accurate diagnosis of the disorder, and have often asked for better physician education on sleep disorders.[96]

Cluster headaches are often misdiagnosed, mismanaged, or undiagnosed for many years. They may be confused with migraine, "cluster-like" headache (or mimics), CH subtypes, other TACs (trigeminal autonomic cephalalgias), or other types of primary or secondary headache syndrome.[97] Cluster-like head pain may also be diagnosed as secondary headache rather than cluster headache.[98] Under-recognition of CH by health care professionals is reflected in consistent findings in Europe and the United States that the average time to diagnosis is around seven years.[99]

Asperger syndrome and autism tend to get undiagnosed, belatedly diagnosed[100][101] or misdiagnosed.[102] Delayed or mistaken diagnosis can be traumatic for individuals and families; for example, misdiagnosis can lead to medications that worsen behavior.[103][104]

Field trials of the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition (DSM-5) included "test-retest reliability" which involved different clinicians doing independent evaluations of the same patient—a new approach to the study of diagnostic reliability.[105]

Errors in prescription and medication

Prescription errors may relate to ambiguous abbreviations; incorrect spelling of medication names; improper use of nomenclature, decimal points, unit or rate expressions; illegibility and improper instructions; miscalculations of the posology (quantity, route and frequency of administration, duration of the treatment, dosage form and dosage strength); lack of information about patients (e.g. allergy, declining renal function) or misreporting in the medical documents.[70] There were an estimated 66 million clinically significant medication errors in the British NHS in 2018. The resulting adverse drug reactions are estimated to cause around 700 deaths a year in England and to contribute to around 22,000 deaths a year. The British researchers did not find any evidence that error rates were lower in other countries, and the global cost was estimated at $42 billion per year.[106]

Medication errors may include omissions, delayed dosing and incorrect medication administrations. Medication errors are not always readily identified, but can be reported using case note reviews or incident reporting systems.[107] There are pharmacist-led interventions that can reduce the incident of medication error:[108] for example, electronic prescribing has been shown to reduce prescribing errors by up to 30%.[109]

Mitigation and responses

Mistakes can have a strongly negative emotional impact on the doctors who commit them.[110][111][112][113] Numerous mitigation techniques and responses have been described.

Recognizing that mistakes are not isolated events

Adverse outcomes from errors usually do not happen because of an isolated error and may actually reflect systemic problems.[64] This concept is often referred to as the Swiss Cheese Model.[114] This can be mitigated by ensuring that there are layers of protection for clinicians and patients to prevent mistakes from occurring. Therefore, even if a doctor or nurse makes a small error (e.g. incorrect dose of drug written on a drug chart by doctor), it is picked up before it actually affects patient care (e.g. pharmacist checks the drug chart and rectifies the error).[114] Such mechanisms include practical alterations (e.g. medications that cannot be given through IV being fitted with tubing so that they physically cannot be linked to an IV),[115] systematic safety processes (e.g. ensuring that all patients must have a Waterlow score assessment and falls assessment completed on admission),[115] and training programmes and continuing professional development courses.[115]

There may be several breakdowns in processes to allow one adverse outcome.[116] In addition, errors are more common when other demands compete for a physician's attention.[117][118][119] However, placing too much blame on the system may not be constructive.[64]

Placing the practice of medicine in perspective

Essayists have suggested that the potential to make mistakes is part of what makes being a physician rewarding and that, without this potential, the rewards of medical practice would be diminished. For example, Laurence states that "everybody dies, you and all of your patients. All relationships end. Would you want it any other way? [...] Don't take it personally".[120]. Meanwhile Seder states "[...] if I left medicine, I would mourn its loss as I've mourned the passage of my poetry. On a daily basis, it is both a privilege and a joy to have the trust of patients and their families and the camaraderie of peers. There is no challenge to make your blood race like that of a difficult case, no mind game as rigorous as the challenging differential diagnosis, and though the stakes are high, so are the rewards."[121]

Disclosing mistakes

Forgiveness, which is part of many cultural traditions, may be important in coping with medical mistakes.[122] Among other healing processes, it can be accomplished through the use of communicative disclosure guidelines.[123]

To oneself

Inability to forgive oneself may create a cycle of distress and increased likelihood of a future error.[124]

However, Wu et al. suggest that "...those who coped by accepting responsibility were more likely to make constructive changes in practice, but [also] to experience more emotional distress."[125] It may also be helpful to consider the much larger number of patients who are not exposed to mistakes and are helped by medical care.[121]

To patients

Patient disclosure is important in the medical error process. The current standard of practice at many hospitals is to disclose errors to patients when they occur. Gallagher et al. state that patients want "information about what happened, why the error happened, how the error's consequences will be mitigated, and how recurrences will be prevented."[126] Interviews with patients and families reported in a 2003 book by Rosemary Gibson and Janardan Prasad Singh put forward that those who have been harmed by medical errors face a "wall of silence" and "want an acknowledgement" of the harm.[127] With honesty, "healing can begin not just for the patients and their families but also the doctors, nurses and others involved."

A review of studies examining patients' views on investigations of medical harm found commonalities in their expectations of the process. For example, many wanted reviews to be transparent, trustworthy, and person-centred to meet their needs. People wanted to be meaningfully involved in the process and to be treated with respect and empathy. Justice-seekers wanted an honest account of what happened, the circumstances leading up to it, and measures to ensure it does not happen again. Responses that involved people independent of the organisation responsible for harm gave investigations credibility.[128][129]

A 2005 study by Wendy Levinson of the University of Toronto showed surgeons discussing medical errors used the word "error" or "mistake" in only 57% of disclosure conversations and offered a verbal apology only 47% of the time.[130]

In the past, it was a common fear that disclosure to the patient would incite a malpractice lawsuit. Many physicians would not explain that an error had taken place, causing a lack of trust toward the healthcare community. However, disclosure may actually reduce malpractice payments.[131][132]

In 2007, 34 states passed legislation that precludes any information from a physician's apology for a medical error from being used in malpractice court (even a full admission of fault).[133] This encourages physicians to acknowledge and explain mistakes to patients, keeping an open line of communication. Furthermore many states have enacted laws excluding expressions of sympathy after accidents as proof of liability.

The American Medical Association's Council on Ethical and Judicial Affairs states in its ethics code:

"Situations occasionally occur in which a patient suffers significant medical complications that may have resulted from the physician's mistake or judgment. In these situations, the physician is ethically required to inform the patient of all facts necessary to ensure understanding of what has occurred. Concern regarding legal liability which might result following truthful disclosure should not affect the physician's honesty with a patient."

From the American College of Physicians Ethics Manual:[134]

"In addition, physicians should disclose to patients information about procedural or judgment errors made in the course of care if such information is material to the patient's well-being. Errors do not necessarily constitute improper, negligent, or unethical behavior, but failure to disclose them may."

In a line of experimental investigations, Annegret Hannawa et al. developed evidence-based disclosure guidelines under the scientific "Medical Error Disclosure Competence (MEDC)" framework.[123]

Some studies have described a "gap between physicians' attitudes and practices regarding error disclosure".[135] Willingness to disclose errors was associated with higher training level and a variety of patient-centered attitudes, and it was not lessened by previous exposure to malpractice litigation.[135] Hospital administrators may share these concerns.[136]

Reluctance to disclose medical errors to patients may also stem from psychological reasons. In his book, Medical Errors and Medical Narcissism, John Banja defines "medical narcissism" as the need of health professionals to preserve their self-esteem leading to the compromise of error disclosure to patients.[137]

To non-physicians

In a study of physicians who reported having made a mistake, it was offered that disclosing to non-physician sources of support may reduce stress more than disclosing to physician colleagues.[138] This may be due to the finding that, of the physicians in the same study, when presented with a hypothetical scenario of a mistake made by another colleague, only 32% of them would have unconditionally offered support. It is possible that greater benefit occurs when spouses are physicians.[139]

To other physicians

Discussing mistakes with other physicians is beneficial.[64] However, medical providers may be less forgiving of one another.[139]

To the physician's institution

Disclosure of errors, especially "near misses", may be able to reduce subsequent errors in institutions that are capable of reviewing near misses.[140] However, doctors report that institutions may not be supportive of the doctor.[64]

Covering up errors

Based on anecdotal and survey evidence, a 2008 study suggests that rationalization is very common within the medical profession to cover up medical errors.[141]

In a survey of more than 10,000 physicians in the United States, when asked the question, "Are there times when it's acceptable to cover up or avoid revealing a mistake if that mistake would not cause harm to the patient?", 19% answered yes, 60% answered no and 21% answered it depends. When asked "Are there times when it is acceptable to cover up or avoid revealing a mistake if that mistake would potentially or likely harm the patient?", 2% answered yes, 95% answered no and 3% answered it depends.[142]

Standards and regulations for medical malpractice vary by country and jurisdiction within countries. Medical professionals may obtain professional liability insurances to offset the risk and costs of lawsuits based on medical malpractice.

Prevention

Medical care is frequently compared adversely to aviation; while many of the factors that lead to errors in both fields are similar, aviation's error management protocols are regarded as much more effective.[143] Safety measures can include informed consent, second opinions voluntary reporting of errors, root cause analysis, reminders to improve patient medication adherence, hospital accreditation, and systems to ensure review by experienced or specialist practitioners.[144]

A template has been developed for the design (both structure and operation) of hospital medication safety programmes, particularly for acute tertiary settings,[145] which emphasizes safety culture, infrastructure, data (specifically error detection and analysis), communication and training.

Reporting

In the United States, adverse medical event reporting systems were mandated in just over half (27) of the states as of 2014, a figure unchanged since 2007.[146][147] In the U.S.' hospitals' error reporting is a condition of payment by Medicare.[148] An investigation by the Office of Inspector General, Department of Health and Human Services, released January 6, 2012 found that most errors were not reported and that, even when errors were reported and investigated, changes were seldom made which would prevent them in the future. The investigation revealed that there was often lack of knowledge regarding which events were reportable and recommended that lists of reportable events be developed.[149]

Cause-specific preventive measures

Traditionally, errors are attributed to mistakes made by individuals, who then may be penalized. A common method of preventing specific errors is requiring additional checks at particular points in the system, whose findings and detail of execution must be recorded. For example, an error of free flow IV administration of heparin may be approached by teaching staff as a lesson in how to use the IV systems and a reminder to use special care in setting the IV pump. Subsequently, while overall errors become less likely, the checks add to workload and may in themselves be a cause of additional errors. In some hospitals, a regular morbidity and mortality conference meeting is scheduled to discuss complications or deaths and learn from or improve the overall processes.

A newer model for improvement in medical care takes its origin from the work of W. Edwards Deming in a model of Total Quality Management. In this model, there is an attempt to identify the underlying system defect that allowed the error to occur. As an example, the error of free flow IV administration of heparin is dealt with by not using IV heparin and substituting subcutaneous administration of heparin, obviating the entire problem. However, such an approach presupposes available research showing that subcutaneous heparin is as effective as IV. Thus, most systems use a combination of approaches to the problem.{{Citation needed|date=July 2023} Another example of a cause-specific preventative measure is the redesign of the presentation and packaging of the appliances and agents used for intrathecal administration of local anaesthetics. For example, one spinal needle with a syringe prefilled with the local anaesthetic agents would be marketed in a single blister pack, which would be peeled open and presented to the anaesthesiologist conducting the procedure.[150]

Anaesthesiology

The field of medicine that has taken the lead in systems approaches to safety is anaesthesiology.[151] Steps such as standardization of IV medications to 1 ml doses, national and international color-coding standards, and development of improved airway support devices have made the field a model of systems improvement in care.

Medications

Reducing errors in prescribing, dispensing, compounding/formulating, labelling, and handling medications is a priority and has been the subject of systematic reviews and studies. Suggested methods to reduce errors and improve safety include: training professionals or using databases to compare new and previous prescribed medications to prevent mistakes, also known as "medication reconciliation",[152] prescribing through an electronic medical record system and/or using decision support systems that has automatic checks in place, with computerized alerts or other novel technologies; the use of medical barcodes; healthcare professional and patient training or supplementary educational programs; adding in an extra step for double checking prescriptions (both at the level of the healthcare professional and at the administrator level); using standardized protocols in the workplace that include a check-list, physical markings or writing on syringes to indicate correct doses; programmes that include the person being able to administer the medications themselves; ensuring that the workplace or environment is well-lit; monitoring and adjusting healthcare professional working hours, and the use of an interdisciplinary team.[13] There is weak evidence indicating that a number of these suggested interventions may be helpful in reducing errors or improving patient safety, but no practice has stood out as being exceptionally helpful.[13][153] Evidence supporting improvements aimed at reducing medical errors in medications for pediatric hospitalized patients is also very weak.[16]

A study found that medication errors in community pharmacies would be reduced through systematic prescription review, improved pharmacist- physician communication, educating the patient, enhanced error- reporting systems, and standardized dispensing procedures.[154]

Historic methods

As far back as the 1930s, pharmacists worked with physicians to select, from many options, the safest and most effective drugs available for use in hospitals.[155] The process is known as the Formulary System and the list of drugs is known as the Formulary. In the 1960s, hospitals implemented unit dose packaging and unit dose drug distribution systems to reduce the risk of wrong drug and wrong dose errors in hospitalized patients.[156] Centralized sterile admixture services were shown to decrease the risks of contaminated and infected intravenous medications[157][158] and pharmacists provided drug information and clinical decision support directly to physicians to improve the safe and effective use of medications.[159] Pharmacists are recognized experts in medication safety and have made many contributions that reduce error and improve patient care over the last 50 years. More recently, governments have attempted to address issues like patient-pharmacist communication and consumer knowledge through measures like the Australian Government's Quality Use of Medicines policy.

Misconceptions

Some common misconceptions about medical error include:

  • Medical error is the "third leading cause of death" in the United States. This stems from an erroneous 2016 study which, according to David Gorski, "has taken on a life of its own" and fuelled "a myth promulgated by both quacks and academics".[160]
  • "Bad apples" or incompetent health care providers are a common cause. Although human error is commonly an initiating event, the faulty care delivery process invariably permits or compounds the harm and so is the focus of improvement.[24]
  • High-risk procedures or medical specialties are responsible for most avoidable adverse events. Although some mistakes, such as in surgery, are harder to conceal, errors occur in all levels of care.[24] Even though complex procedures entail more risk, adverse outcomes are not usually due to error, but may be to the severity of the condition being treated.[57][161] However, United States Pharmacopeia has reported that medication errors during the course of a surgical procedure are three times more likely to cause harm to a patient than those occurring in other types of hospital care.[58]
  • If a patient experiences an adverse event during the process of care, an error has occurred. Most medical care entails some level of risk, and there can be complications or side effects, even unforeseen ones, from the underlying condition or from the treatment itself.[22]

See also

References

  1. World Health Organization (2019). "Patient safety - Health Topics" (in en). https://www.who.int/news-room/facts-in-pictures/detail/patient-safety. 
  2. Zhang, J., Patel, V.L., & Johnson, T.R (2008). "Medical error: Is the solution medical or cognitive?". Journal of the American Medical Informatics Association 6 (Supp1): 75–77. doi:10.1197/jamia.M1232. PMID 12386188. 
  3. Hofer, TP; Kerr, EA; Hayward, RA (2000). "What is an error?". Effective Clinical Practice 3 (6): 261–9. PMID 11151522. http://www.acponline.org/journals/ecp/novdec00/hofer.htm. Retrieved June 11, 2007. 
  4. Hayward, Rodney A.; Hofer, Timothy P. (July 25, 2001). "Estimating Hospital Deaths Due to Medical Errors: Preventability Is in the Eye of the Reviewer". JAMA 286 (4): 415–20. doi:10.1001/jama.286.4.415. PMID 11466119. 
  5. Singh, Gunjan; Patel, Raj H.; Vaqar, Sarosh; Boster, Joshua (2025), "Root Cause Analysis and Medical Error Prevention", StatPearls (Treasure Island (FL): StatPearls Publishing), PMID 34033400, https://www.ncbi.nlm.nih.gov/books/NBK570638/, retrieved 2025-04-15 
  6. Kopec, D.; Tamang, S.; Levy, K.; Eckhardt, R.; Shagas, G. (2006). "The state of the art in the reduction of medical errors". Studies in Health Technology and Informatics 121: 126–37. PMID 17095810. 
  7. Balogh, Erin P., ed (2015-12-29). Improving Diagnosis in Health Care. Committee on Diagnostic Error in Health Care, Board on Health Care Services, Institute of Medicine, The National Academies of Sciences, Engineering, and Medicine. Washington, D.C.: National Academies Press. ISBN 978-0-309-37769-0. https://nap.nationalacademies.org/catalog/21794/improving-diagnosis-in-health-care. 
  8. 8.0 8.1 Graber, Mark L.; Franklin, Nancy; Gordon, Ruthanna (2005-07-11). "Diagnostic error in internal medicine". Archives of Internal Medicine 165 (13): 1493–1499. doi:10.1001/archinte.165.13.1493. ISSN 0003-9926. PMID 16009864. 
  9. Schiff, Gordon D.; Hasan, Omar; Kim, Seijeoung; Abrams, Richard; Cosby, Karen; Lambert, Bruce L.; Elstein, Arthur S.; Hasler, Scott et al. (2009-11-09). "Diagnostic error in medicine: analysis of 583 physician-reported errors". Archives of Internal Medicine 169 (20): 1881–1887. doi:10.1001/archinternmed.2009.333. ISSN 1538-3679. PMID 19901140. 
  10. Singh, Hardeep (2014). "Editorial: Helping health care organizations to define diagnostic errors as missed opportunities in diagnosis". Joint Commission Journal on Quality and Patient Safety 40 (3): 99–101. doi:10.1016/s1553-7250(14)40012-6. ISSN 1553-7250. PMID 24730204. 
  11. Balogh, E. P.; Miller, B. T.; Ball, J. R.; Committee on Diagnostic Error in Health Care; Board on Health Care Services; Institute of Medicine; The National Academies of Sciences, Engineering, and Medicine (2015-12-29). Improving Diagnosis in Health Care. Washington, D.C.: National Academies Press. doi:10.17226/21794. ISBN 978-0-309-37769-0. 
  12. "Medication Error Definition". https://www.nccmerp.org/about-medication-errors. 
  13. 13.0 13.1 13.2 Ciapponi, Agustín; Fernandez Nievas, Simon E; Seijo, Mariana; Rodríguez, María Belén; Vietto, Valeria; García-Perdomo, Herney A; Virgilio, Sacha; Fajreldines, Ana V et al. (2021-11-25). "Reducing medication errors for adults in hospital settings" (in en). Cochrane Database of Systematic Reviews 2021 (11). doi:10.1002/14651858.CD009985.pub2. PMID 34822165. 
  14. Leape LL (1994). "Error in medicine". JAMA 272 (23): 1851–7. doi:10.1001/jama.272.23.1851. PMID 7503827. 
  15. "Cancer" (in en-GB). https://www.who.int/mediacentre/factsheets/fs297/en/. 
  16. 16.0 16.1 Maaskant, Jolanda M; Vermeulen, Hester; Apampa, Bugewa; Fernando, Bernard; Ghaleb, Maisoon A; Neubert, Antje; Thayyil, Sudhin; Soe, Aung (2015-03-10). Cochrane Effective Practice and Organisation of Care Group. ed. "Interventions for reducing medication errors in children in hospital" (in en). Cochrane Database of Systematic Reviews (3). doi:10.1002/14651858.CD006208.pub3. PMID 25756542. 
  17. P. Martin, Mariela; Saady, Marwa; Nariman, Rojina; Beigi, Pooya. "Pediatric Misdiagnosis in Emergency Departments". Misdiagnosis Association and Research Institute. https://mariresearch.com/pediatric-misdiagnosis-in-emergency-departments/. 
  18. Camargo, Carlos A.; Samuels-Kalow, Margaret. "The pharmaco-epidemiology of medication errors for children treated in the emergency department". Taylor&Francis. https://www.tandfonline.com/doi/full/10.1080/17512433.2019.1687292#d1e130. 
  19. Donaldson, L (2000). An organisation with a memory: Report of an expert group on learning from adverse events in the NHS. https://psnet.ahrq.gov/issue/organisation-memory-report-expert-group-learning-adverse-events-nhs-chaired-chief-medical. Retrieved 2023-07-17. 
  20. Hayward, Rodney A.; Heisler, Michele; Adams, John; Dudley, R. Adams; Hofer, Timothy P. (August 2007). "Overestimating Outcome Rates: Statistical Estimation When Reliability Is Suboptimal". Health Services Research 42 (4): 1718–1738. doi:10.1111/j.1475-6773.2006.00661.x. PMID 17610445. 
  21. 21.0 21.1 "Estimating hospital deaths due to medical errors: preventability is in the eye of the reviewer". JAMA 286 (4): 415–20. 2001. doi:10.1001/jama.286.4.415. PMID 11466119. 
  22. 22.0 22.1 22.2 Institute of Medicine (2000). To Err Is Human: Building a Safer Health System. Washington, DC: The National Academies Press. p. 4. doi:10.17226/9728. ISBN 978-0-309-26174-6. http://www.nap.edu/catalog/9728. Retrieved June 22, 2016. 
  23. Charatan, Fred (4 March 2000). "Clinton acts to reduce medical mistakes". BMJ 320 (7235): 597. doi:10.1136/bmj.320.7235.597. PMID 10698861. 
  24. 24.0 24.1 24.2 "Epidemiology of medical error". BMJ 320 (7237): 774–7. March 2000. doi:10.1136/bmj.320.7237.774. PMID 10720365. 
  25. 25.0 25.1 "Incidence of adverse events and negligence in hospitalized patients. Results of the Harvard Medical Practice Study I". N Engl J Med 324 (6): 370–6. 1991. doi:10.1056/NEJM199102073240604. PMID 1987460. 
  26. To Err Is Human: Building a Safer Health System. Washington, D.C.: National Academies Press. 2000-03-01. pp. 27. doi:10.17226/9728. ISBN 978-0-309-26174-6. https://www.nationalacademies.org/publications/9728. 
  27. "2002 Annual Report". http://www.commonwealthfund.org/about-us/annual-reports/2002-annual-report. 
  28. Berner, Eta S.; Graber, Mark L. (May 2008). "Overconfidence as a Cause of Diagnostic Error in Medicine". The American Journal of Medicine 121 (5): S2–S23. doi:10.1016/j.amjmed.2008.01.001. PMID 18440350. 
  29. 29.0 29.1 "Medication Errors Injure 1.5 Million People and Cost Billions of Dollars Annually". The National Academy of Science. 2006. http://www8.nationalacademies.org/onpinews/newsitem.aspx?RecordID=11623. 
  30. Shreve, J et al (Milliman Inc.) (June 2010). "The Economic Measurement of Medical Errors". https://www.soa.org/globalassets/assets/files/research/projects/research-econ-measurement.pdf. 
  31. Arlen, Jennifer (October 1, 2013). "Economic Analysis of Medical Malpractice Liability and Its Reform". New York University Law and Economics Working Papers. 
  32. Beigi, Pooya; Sears, Kim; Sajad Niyyati, Seyed; Egan, Rylan. "Patient-Related Risk Factors for the Occurrence of Patient-Reported Medication Errors in One Community Pharmacy". PubMed Central. https://pmc.ncbi.nlm.nih.gov/articles/PMC5998408/. 
  33. 33.0 33.1 "The Impact of Evidence on Physicians' Inpatient Treatment Decisions". J Gen Intern Med 19 (5 Pt 1): 402–9. 2004. doi:10.1111/j.1525-1497.2004.30306.x. PMID 15109337. 
  34. "The quality of health care delivered to adults in the United States". N Engl J Med 348 (26): 2635–45. 2003. doi:10.1056/NEJMsa022615. PMID 12826639. 
  35. "Medical Care — Is More Always Better?". New England Journal of Medicine 349 (17): 1665–7. October 2003. doi:10.1056/NEJMe038149. PMID 14573739. 
  36. Makary, Martin A; Daniel, Michael (3 May 2016). "Medical error—the third leading cause of death in the US". BMJ 353. doi:10.1136/bmj.i2139. PMID 27143499. 
  37. Moriyama, IM; Loy, RM; Robb-Smith, AHT (2011). Rosenberg, HM; Hoyert, DL. eds. History of the Statistical Classification of Diseases and Causes of Death. Hyattsville, MD: U.S. Department of Health and Human Services, Centers for Disease Control and Prevention, National Center for Health Statistics. ISBN 978-0-8406-0644-0. https://www.cdc.gov/nchs/data/misc/classification_diseases2011.pdf. Retrieved September 10, 2017. 
  38. 38.0 38.1 Clapper, Timothy C.; Ching, Kevin (2020). "Debunking the myth that the majority of medical errors are attributed to communication" (in en). Medical Education 54 (1): 74–81. doi:10.1111/medu.13821. ISSN 1365-2923. PMID 31509277. 
  39. Harrison, Bernadette; Gibberd, Robert W.; Wilson, Ross McL; Weingart, N. Saul (18 March 2000). "Epidemiology of medical error". BMJ 320 (7237): 774–777. doi:10.1136/bmj.320.7237.774. PMID 10720365. 
  40. 40.0 40.1 Hannawa, Annegret; Wendt, Anne; Day, Lisa J. (2017-12-04). New Horizons in Patient Safety: Safe Communication: Evidence-based core Competencies with Case Studies from Nursing Practice. De Gruyter. doi:10.1515/9783110454857. ISBN 978-3-11-045485-7. https://www.degruyter.com/document/doi/10.1515/9783110454857/html. Retrieved April 21, 2021. 
  41. 41.0 41.1 Hannawa, Annegret; Wu, Albert; Juhasz, Robert (2017-03-06). New Horizons in Patient Safety: Understanding Communication: Case Studies for Physicians. De Gruyter. doi:10.1515/9783110455014. ISBN 978-3-11-045501-4. https://www.degruyter.com/document/doi/10.1515/9783110455014/html. Retrieved April 21, 2021. 
  42. Keshtkar, L; Bennett-Weston, A; Khan, AS; Mohan, S; Jones, M; Nockels, K; Gunn, S; Armstrong, N et al. (15 April 2025). "Impacts of Communication Type and Quality on Patient Safety Incidents: A Systematic Review". Annals of Internal Medicine. doi:10.7326/ANNALS-24-02904. PMID 40228297. 
  43. Friedman, Richard A.; D, M (2003). "CASES; Do Spelling and Penmanship Count? In Medicine, You Bet". The New York Times. https://www.nytimes.com/2003/03/11/health/cases-do-spelling-and-penmanship-count-in-medicine-you-bet.html. 
  44. Hannawa, Annegret F (June 2018). ""SACCIA Safe Communication": Five core competencies for safe and high-quality care" (in en). Journal of Patient Safety and Risk Management 23 (3): 99–107. doi:10.1177/2516043518774445. ISSN 2516-0435. http://journals.sagepub.com/doi/10.1177/2516043518774445. Retrieved April 21, 2021. 
  45. Lyundup, Alexey V.; Balyasin, Maxim V.; Maksimova, Nadezhda V.; Kovina, Marina V.; Krasheninnikov, Mikhail E.; Dyuzheva, Tatiana G.; Yakovenko, Sergey A.; Appolonova, Svetlana A. et al. (2021-10-29). "Misdiagnosis of diabetic foot ulcer in patients with undiagnosed skin malignancies". International Wound Journal 19 (4): 871–887. doi:10.1111/iwj.13688. ISSN 1742-481X. PMID 34713964. 
  46. Aoki, Takuya; Watanuki, Satoshi (2020-08-20). "Multimorbidity and patient-reported diagnostic errors in the primary care setting: multicentre cross-sectional study in Japan". BMJ Open 10 (8). doi:10.1136/bmjopen-2020-039040. ISSN 2044-6055. PMID 32819954. 
  47. Sandars, John E.; Esmail, Aneez. "The frequency and nature of medical error in primary care: Understanding the diversity across studies". ResearchGate. https://www.researchgate.net/publication/10766799_The_frequency_and_nature_of_medical_error_in_primary_care_Understanding_the_diversity_across_studies. 
  48. Maskell, Giles (2019). "Error in radiology—where are we now?". The British Journal of Radiology 92 (1096). doi:10.1259/bjr.20180845. PMID 30457880. 
  49. McGurk, S; Brauer, K; Macfarlane, TV; Duncan, KA (2008). "The effect of voice recognition software on comparative error rates in radiology reports". Br J Radiol 81 (970): 767–70. doi:10.1259/bjr/20698753. PMID 18628322. 
  50. Wadhwa, R. R.; Park, D. Y.; Natowicz, M. R. (2018). "The accuracy of computer-based diagnostic tools for the identification of concurrent genetic disorders". American Journal of Medical Genetics Part A 176 (12): 2704–2709. doi:10.1002/ajmg.a.40651. PMID 30475443. 
  51. "Epidemiology of medical error". Western Journal of Medicine 172 (6): 390–3. June 2000. doi:10.1136/ewjm.172.6.390. PMID 10854389. 
  52. "Feeding Tube Placement Devices Recalled After 23 Patient Deaths". https://www.schmidtlaw.com/feeding-tube-placement-devices-recalled-after-23-patient-deaths/. 
  53. List of medical symptoms. https://en.wikipedia.org/wiki/List_of_medical_symptoms#Medical_signs_and_symptoms
  54. Utter, Garth H.; Atolagbe, Oluseun O.; Cooke, David T. (2019-12-01). "The Use of the International Classification of Diseases, Tenth Revision, Clinical Modification and Procedure Classification System in Clinical and Health Services Research: The Devil Is in the Details". JAMA Surgery 154 (12): 1089–1090. doi:10.1001/jamasurg.2019.2899. ISSN 2168-6262. PMID 31553423. 
  55. Emmett, K. R. (1998). "Nonspecific and atypical presentation of disease in the older patient". Geriatrics 53 (2): 50–52, 58–60. ISSN 0016-867X. PMID 9484285. 
  56. Ronicke, Simon; Hirsch, Martin C.; Türk, Ewelina; Larionov, Katharina; Tientcheu, Daphne; Wagner, Annette D. (2019-03-21). "Can a decision support system accelerate rare disease diagnosis? Evaluating the potential impact of Ada DX in a retrospective study". Orphanet Journal of Rare Diseases 14 (1): 69. doi:10.1186/s13023-019-1040-6. ISSN 1750-1172. PMID 30898118. 
  57. 57.0 57.1 57.2 Neale, Graham; Woloshynowych, Maria; Vincent, Charles (July 2001). "Exploring the causes of adverse events in NHS hospital practice". Journal of the Royal Society of Medicine 94 (7): 322–30. doi:10.1177/014107680109400702. PMID 11418700. 
  58. 58.0 58.1 Gardner, Amanda (6 March 2007). "Medication Errors During Surgeries Particularly Dangerous". The Washington Post. https://www.washingtonpost.com/wp-dyn/content/article/2007/03/06/AR2007030601334.html. 
  59. McDonald, MD, Clement J. (4 April 2006). "Computerization Can Create Safety Hazards: A Bar-Coding Near Miss". Annals of Internal Medicine 144 (7): 510–516. doi:10.7326/0003-4819-144-7-200604040-00010. PMID 16585665. 
  60. US Agency for Healthcare Research & Quality (2008-01-09). "Physicians Want To Learn from Medical Mistakes but Say Current Error-reporting Systems Are Inadequate". http://www.ahrq.gov/news/press/pr2008/errepsyspr.htm. 
  61. Clement JP; Lindrooth RC; Chukmaitov AS; Chen HF (February 2007). "Does the patient's payer matter in hospital patient safety?: a study of urban hospitals". Med Care 45 (2): 131–8. doi:10.1097/01.mlr.0000244636.54588.2b. PMID 17224775. 
  62. "Incorporating Patient-Safe Design into the Guidelines". The American Institute of Architects Academy Journal. 2005-10-19. http://www.aia.org/journal_aah.cfm?pagename=aah_jrnl_20051019_guidelines&dspl=1&article=article. Retrieved August 11, 2010. 
  63. "Improving America's Hospitals". http://www.jointcommissionreport.org/. 
  64. 64.0 64.1 64.2 64.3 64.4 "Do house officers learn from their mistakes?". JAMA 265 (16): 2089–94. 1991. doi:10.1001/jama.265.16.2089. PMID 2013929. 
  65. Michael L. Millenson (2003). "The Silence". Health Affairs 22 (2): 103–112. doi:10.1377/hlthaff.22.2.103. PMID 12674412. 
  66. Henneman, Elizabeth A. (1 October 2007). "Unreported Errors in the Intensive Care Unit, A Case Study of the Way We Work". Critical Care Nurse 27 (5): 27–34. doi:10.4037/ccn2007.27.5.27. PMID 17901458. http://ccn.aacnjournals.org/cgi/content/full/27/5/27. Retrieved 2008-03-23. 
  67. Phillips DP; Barker GE (May 2010). "A July Spike in Fatal Medication Errors: A Possible Effect of New Medical Residents". J Gen Intern Med 25 (8): 774–779. doi:10.1007/s11606-010-1356-3. PMID 20512532. 
  68. Krupa, Carolyne (21 June 2010). "New residents linked to July medication errors". American Medical News 6 (21). https://insights.ovid.com/american-medical-news/ammn/2010/06/210/new-residents-linked-july-medication-errors/14/00000476. Retrieved September 8, 2019. 
  69. Linda T. Kohn; Janet M. Corrigan; Molla S. Donaldson (2000). To Err is Human: Building a Safer Health System. doi:10.17226/9728. ISBN 978-0-309-26174-6. 
  70. 70.0 70.1 Raden Anita Indriyanti; Fajar Awalia Yulianto; Yuke Andriane (2019). "Prescription Writing Errors in Clinical Clerkship among Medical Students" (PDF). Global Medical and Health Communication 7: 41–42. doi:10.29313/gmhc.v7i1.4069. ISSN 2301-9123. OCLC 8186593909. https://ejournal.unisba.ac.id/index.php/gmhc/article/view/4069. 
  71. "APPEAL NO. 991681 Texas v. Dr. K". https://www.tdi.texas.gov/appeals/1999cases/991681r.pdf. 
  72. Jerome E. Groopman (5 November 2009). "Diagnosis: What Doctors are Missing". New York Review of Books. http://www.nybooks.com/articles/archives/2009/nov/05/diagnosis-what-doctors-are-missing/. Retrieved July 9, 2014. 
  73. Croskerry, P. (2009). "A Universal Model of Clinical Reasoning". Acad Med 84 (8): 1022–8. doi:10.1097/ACM.0b013e3181ace703. PMID 19638766. 
  74. West, Colin P (2016). "Physician Well-Being: Expanding the Triple Aim". Journal of General Internal Medicine 31 (5): 458–459. doi:10.1007/s11606-016-3641-2. PMID 26921157. 
  75. 75.0 75.1 Ker, Katharine; Edwards, Philip James; Felix, Lambert M; Blackhall, Karen; Roberts, Ian (12 May 2010). "Caffeine for the prevention of injuries and errors in shift workers". Cochrane Database of Systematic Reviews 2010 (5). doi:10.1002/14651858.CD008508. PMID 20464765. 
  76. Barger, L. K. et al. (2006). "Impact of Extended-Duration Shifts on Medical Errors, Adverse Events, and Attentional Failures". PLOS Med 3 (12). doi:10.1371/journal.pmed.0030487. PMID 17194188. 
  77. 77.0 77.1 "When Doctors Don't Sleep". https://www.npr.org/templates/story/story.php?storyId=6619687. 
  78. Nocera, Antony; Khursandi, Diana Strange (June 1998). "Doctors' working hours: can the medical profession afford to let the courts decide what is reasonable?". Medical Journal of Australia 168 (12): 616–618. doi:10.5694/j.1326-5377.1998.tb141450.x. PMID 9673625. 
  79. Landrigan, Christopher P.; Rothschild, Jeffrey M.; Cronin, John W.; Kaushal, Rainu; Burdick, Elisabeth; Katz, Joel T.; Lilly, Craig M.; Stone, Peter H. et al. (28 October 2004). "Effect of Reducing Interns' Work Hours on Serious Medical Errors in Intensive Care Units". New England Journal of Medicine 351 (18): 1838–1848. doi:10.1056/NEJMoa041406. PMID 15509817. 
  80. Barger, Laura K; Ayas, Najib T; Cade, Brian E; Cronin, John W; Rosner, Bernard; Speizer, Frank E; Czeisler, Charles A; Mignot, Emmanuel (12 December 2006). "Impact of Extended-Duration Shifts on Medical Errors, Adverse Events, and Attentional Failures". PLOS Medicine 3 (12). doi:10.1371/journal.pmed.0030487. PMID 17194188. 
  81. 81.0 81.1 Pereira-Lima, K; Mata, DA; Loureiro, SR; Crippa, JA; Bolsoni, LM; Sen, S (2019). "Association Between Physician Depressive Symptoms and Medical Errors: A Systematic Review and Meta-analysis". JAMA Network Open 2 (11): e1916097. doi:10.1001/jamanetworkopen.2019.16097. PMID 31774520. 
  82. Fahrenkopf, Amy M; Sectish, Theodore C; Barger, Laura K; Sharek, Paul J; Lewin, Daniel; Chiang, Vincent W; Edwards, Sarah; Wiedermann, Bernhard L et al. (1 March 2008). "Rates of medication errors among depressed and burnt out residents: prospective cohort study". BMJ 336 (7642): 488–491. doi:10.1136/bmj.39469.763218.BE. PMID 18258931. 
  83. Aiken, Linda H.; Clarke, SP; Sloane, DM; Sochalski, J; Silber, JH (23 October 2002). "Hospital Nurse Staffing and Patient Mortality, Nurse Burnout, and Job Dissatisfaction". JAMA 288 (16): 1987–93. doi:10.1001/jama.288.16.1987. PMID 12387650. 
  84. 8th Annual MEDMARX Report (2008-01-29). "Press Release". U.S. Pharmacopeia. http://www.usp.org/aboutUSP/media/newsCenter.html?article=105435. 
  85. 85.0 85.1 Waite, Stephen; Grigorian, Arkadij; Alexander, Robert G.; Macknik, Stephen L.; Carrasco, Marisa; Heeger, David J.; Martinez-Conde, Susana (25 June 2019). "Analysis of Perceptual Expertise in Radiology – Current Knowledge and a New Perspective". Frontiers in Human Neuroscience 13: 213. doi:10.3389/fnhum.2019.00213. PMID 31293407. 
  86. Alexander, Robert; Yazdanie, Fahd; Waite, Stephen Anthony; Chaudhry, Zeshan; Kolla, Srinivas; Macknik, Stephen; Martinez-Conde, Susana (2021). "Visual Illusions in Radiology: untrue perceptions in medical images and their implications for diagnostic accuracy". Frontiers in Neuroscience 15. doi:10.3389/fnins.2021.629469. PMID 34177444. 
  87. Berlin, Leonard (2007). "Accuracy of Diagnostic Procedures: Has It Improved Over the Past Five Decades?". American Journal of Roentgenology 188 (5): 1173–1178. doi:10.2214/AJR.06.1270. PMID 17449754. 
  88. Brady, Adrian (December 7, 2016). "Error and discrepancy in radiology: inevitable or avoidable?". Insights into Imaging 8 (1): 171–182. doi:10.1007/s13244-016-0534-1. PMID 27928712. 
  89. Brady, Adrian (January 2012). "Discrepancy and Error in Radiology: Concepts, Causes and Consequences". Ulster Med J. 81 (1): 3–9. PMID 23536732. 
  90. Anderson, J.G. (2005). Information technology for detecting medication errors and adverse drug events. (Expert Opin Drug Saf 3). pp. 449–455. 
  91. Abrahamson, Kathleen; Anderson, J.G. (2017). "Your Health Care May Kill You: Medical Errors". Studies in Health Technology and Informatics 234 (Building Capacity for Health Informatics in the Future): 13–17. doi:10.3233/978-1-61499-742-9-13. PMID 28186008. https://ebooks.iospress.nl/publication/46132. Retrieved September 2, 2021. 
  92. Siemieniuk, Reed; Fonseca, Kevin; Gill, M. John (November 2012). "Using Root Cause Analysis and Form Redesign to Reduce Incorrect Ordering of HIV Tests". Joint Commission Journal on Quality and Patient Safety 38 (11): 506–512. doi:10.1016/S1553-7250(12)38067-7. PMID 23173397. 
  93. Weng, Qing Yu; Raff, Adam B.; Cohen, Jeffrey M.; Gunasekera, Nicole; Okhovat, Jean-Phillip; Vedak, Priyanka; Joyce, Cara; Kroshinsky, Daniela et al. (1 February 2017). "Costs and Consequences Associated With Misdiagnosed Lower Extremity Cellulitis". JAMA Dermatology 153 (2): 141–146. doi:10.1001/jamadermatol.2016.3816. PMID 27806170. http://nrs.harvard.edu/urn-3:HUL.InstRepos:33785925. Retrieved September 8, 2019. 
  94. Bowden, Charles L. (January 2001). "Strategies to Reduce Misdiagnosis of Bipolar Depression". Psychiatric Services 52 (1): 51–55. doi:10.1176/appi.ps.52.1.51. PMID 11141528. 
  95. "Schizophrenia Symptoms". schizophrenia.com. http://www.schizophrenia.com/diag.php. 
  96. "Case study: psychiatric misdiagnosis of non-24-hours sleep–wake schedule disorder resolved by melatonin". J Am Acad Child Adolesc Psychiatry 44 (12): 1271–1275. 2005. doi:10.1097/01.chi.0000181040.83465.48. PMID 16292119. 
  97. van Vliet, J A; Eekers, PJ; Haan, J; Ferrari, MD; Dutch RUSSH Study, Group. (1 August 2003). "Features involved in the diagnostic delay of cluster headache". Journal of Neurology, Neurosurgery & Psychiatry 74 (8): 1123–1125. doi:10.1136/jnnp.74.8.1123. PMID 12876249. 
  98. "IHS Classification ICHD-II 3.1 Cluster headache". The International Headache Society. http://www.ihs-classification.org/en/02_klassifikation/02_teil1/03.01.00_cluster.html. 
  99. Tfelt-Hansen, Peer C.; Jensen, Rigmor H. (July 2012). "Management of Cluster Headache". CNS Drugs 26 (7): 571–580. doi:10.2165/11632850-000000000-00000. PMID 22650381. 
  100. Brett, Denise; Warnell, Frances; McConachie, Helen; Parr, Jeremy R. (2016). "Factors Affecting Age at ASD Diagnosis in UK: No Evidence that Diagnosis Age has Decreased Between 2004 and 2014". Journal of Autism and Developmental Disorders 46 (6): 1974–1984. doi:10.1007/s10803-016-2716-6. PMID 27032954. 
  101. Lehnhardt, F.-G.; Gawronski, A.; Volpert, K.; Schilbach, L.; Tepest, R.; Vogeley, K. (15 November 2011). "Das psychosoziale Funktionsniveau spätdiagnostizierter Patienten mit Autismus-Spektrum-Störungen – eine retrospektive Untersuchung im Erwachsenenalter" (in de). Fortschritte der Neurologie · Psychiatrie 80 (2): 88–97. doi:10.1055/s-0031-1281642. PMID 22086712. 
  102. Aggarwal, Shilpa; Angus, Beth (4 February 2015). "Misdiagnosis versus missed diagnosis: diagnosing autism spectrum disorder in adolescents". Australasian Psychiatry 23 (2): 120–123. doi:10.1177/1039856214568214. PMID 25653302. 
  103. Corvin, Aiden; Fitzgerald, Michael (2001). "Diagnosis and differential diagnosis of Asperger syndrome". Advances in Psychiatric Treatment 7 (4): 310–318. doi:10.1192/apt.7.4.310. 
  104. Leskovec, Thomas J.; Rowles, Brieana M.; Findling, Robert L. (March 2008). "Pharmacological Treatment Options for Autism Spectrum Disorders in Children and Adolescents". Harvard Review of Psychiatry 16 (2): 97–112. doi:10.1080/10673220802075852. PMID 18415882. 
  105. "Reliability and Prevalence in the DSM-5 Field Trials". January 12, 2012. http://www.dsm5.org/Documents/Reliability_and_Prevalence_in_DSM-5_Field_Trials_1-12-12.pdf. 
  106. Elliott, Rachel (22 February 2018). "PREVALENCE AND ECONOMIC BURDEN OF MEDICATION ERRORS IN THE NHS IN ENGLAND". Policy Research Unit in Economic Evaluation of Health & Care Interventions. University of Sheffield. https://www.bpsassessment.com/wp-content/uploads/2020/06/1.-Prevalence-and-economic-burden-of-medication-errors-in-the-NHS-in-England-1.pdf. 
  107. Mill, Deanna; Bakker, Michael; Corre, Lauren; Page, Amy; Johnson, Jacinta (2020-11-06). "A comparison between Parkinson's medication errors identified through retrospective case note review versus via an incident reporting system during hospital admission". International Journal of Pharmacy Practice 28 (6): 663–666. doi:10.1111/ijpp.12668. ISSN 0961-7671. PMID 32844477. 
  108. Coutsouvelis, John; Siderov, Jim; Tey, Amanda Y.; Bortz, Hadley D.; o'Connor, Shaun R.; Rowan, Gail D.; Vasileff, Hayley M.; Page, Amy T. et al. (2020). "The impact of pharmacist-led strategies implemented to reduce errors related to cancer therapies: A systematic review". Journal of Pharmacy Practice and Research 50 (6): 466–480. doi:10.1002/jppr.1699. 
  109. Donyai, Parastou (February 2008). "The effects of electronic prescribing on the quality of prescribing". British Journal of Clinical Pharmacology (Br J Clin Pharmacol) 65 (2): 230–237. doi:10.1111/j.1365-2125.2007.02995.x. PMID 17662088. 
  110. "Facing our mistakes". N. Engl. J. Med. 310 (2): 118–22. 1984. doi:10.1056/NEJM198401123100211. PMID 6690918. 
  111. "The heart of darkness: the impact of perceived mistakes on physicians". Journal of General Internal Medicine 7 (4): 424–31. 1992. doi:10.1007/bf02599161. PMID 1506949. 
  112. Wu AW (2000). "Medical error: the second victim: The doctor who makes the mistake needs help too". BMJ 320 (7237): 726–7. doi:10.1136/bmj.320.7237.726. PMID 10720336. 
  113. "The Emotional Impact of Medical Errors on Practicing Physicians in the United States and Canada". Joint Commission Journal on Quality and Patient Safety 33 (2): 467–476. 2007. doi:10.1016/S1553-7250(07)33050-X. PMID 17724943. 
  114. 114.0 114.1 "What is a prescribing error?". Qual Saf Health Care 9 (4): 232–237. Oct 2000. doi:10.1136/qhc.9.4.232. PMID 11101708. 
  115. 115.0 115.1 115.2 Romero-Perez, Raquel; Hildick-Smith, Philippa (September 2012). "Minimising Prescribing Errors in Paediatrics - Clinical Audit". Scottish Universities Medical Journal 1: 14–1. http://sumj.dundee.ac.uk/data/uploads/epub-article/014-sumj.epub.pdf. Retrieved June 22, 2016. 
  116. Gandhi, Tejal K.; Kachalia, Allen; Thomas, Eric J.; Puopolo, Ann Louise; Yoon, Catherine; Brennan, Troyen A.; Studdert, David M. (3 October 2006). "Missed and Delayed Diagnoses in the Ambulatory Setting: A Study of Closed Malpractice Claims". Annals of Internal Medicine 145 (7): 488–96. doi:10.7326/0003-4819-145-7-200610030-00006. PMID 17015866. 
  117. Redelmeier, Donald A.; Tan, Siew H.; Booth, Gillian L. (21 May 1998). "The Treatment of Unrelated Disorders in Patients with Chronic Medical Diseases". New England Journal of Medicine 338 (21): 1516–1520. doi:10.1056/NEJM199805213382106. PMID 9593791. 
  118. Lurie, Nicole; Rank, Brian; Parenti, Connie; Woolley, Tony; Snoke, William (22 June 1989). "How Do House Officers Spend Their Nights?". New England Journal of Medicine 320 (25): 1673–1677. doi:10.1056/NEJM198906223202507. PMID 2725617. 
  119. "Practice habits in a group of eight internists". Ann. Intern. Med. 84 (5): 594–601. 1976. doi:10.7326/0003-4819-84-5-594. PMID 1275366. 
  120. Thomas Laurence (2004). "What Do You Want?". Extreme Clinic -- An Outpatient Doctor's Guide to the Perfect 7 Minute Visit. Philadelphia: Hanley & Belfus. p. 120. ISBN 978-1-56053-603-1. 
  121. 121.0 121.1 Seder D (2006). "Of poems and patients". Ann. Intern. Med. 144 (2): 142. doi:10.7326/0003-4819-144-2-200601170-00014. PMID 16418416. 
  122. Berlinger, N; Wu, AW (1 February 2005). "Subtracting insult from injury: addressing cultural expectations in the disclosure of medical error". Journal of Medical Ethics 31 (2): 106–108. doi:10.1136/jme.2003.005538. PMID 15681676. 
  123. 123.0 123.1 "Medical Error Disclosure Competence (MEDC) -- Prof. Dr. Annegret Hannawa" (in en-US). https://annegrethannawa.com/medc. 
  124. West, Colin P.; Huschka, Mashele M.; Novotny, Paul J.; Sloan, Jeff A.; Kolars, Joseph C.; Habermann, Thomas M.; Shanafelt, Tait D. (6 September 2006). "Association of Perceived Medical Errors With Resident Distress and Empathy". JAMA 296 (9): 1071–8. doi:10.1001/jama.296.9.1071. PMID 16954486. 
  125. "How house officers cope with their mistakes". West. J. Med. 159 (5): 565–9. 1993. PMID 8279153. 
  126. "Patients' and physicians' attitudes regarding the disclosure of medical errors". JAMA 289 (8): 1001–7. 2003. doi:10.1001/jama.289.8.1001. PMID 12597752. 
  127. Rosemary Gibson; Janardan Prasad Singh (2003). Wall of Silence. Regnery. ISBN 978-0-89526-112-0. https://archive.org/details/wallofsilenceunt00gibs. 
  128. Shaw, Liz; Lawal, Hassanat M.; Briscoe, Simon; Garside, Ruth; Thompson Coon, Jo; Rogers, Morwenna; Melendez-Torres, G. J. (2023-12-01). "Patient, carer and family experiences of seeking redress and reconciliation following a life-changing event: Systematic review of qualitative evidence" (in en). Health Expectations 26 (6): 2127–2150. doi:10.1111/hex.13820. ISSN 1369-6513. PMID 37452516. 
  129. "How to improve investigations of medical harm". NIHR Evidence. 10 January 2024. doi:10.3310/nihrevidence_61101. https://evidence.nihr.ac.uk/alert/how-to-improve-investigations-of-medical-harm/. Retrieved January 12, 2024. 
  130. Kelly, Karen (2005). "Study explores how physicians communicate mistakes". University of Toronto. http://www.news.utoronto.ca/bin6/051117-1824.asp. 
  131. "Handling hospital errors: is disclosure the best defense?". Ann. Intern. Med. 131 (12): 970–2. 1999. doi:10.7326/0003-4819-131-12-199912210-00012. PMID 10610651. 
  132. Zimmerman R (May 18, 2004). "Doctors' New Tool To Fight Lawsuits: Saying 'I'm Sorry'". The Wall Street Journal: p. A1. https://www.wsj.com/articles/SB108482777884713711. 
  133. "AHRQ Patient Safety Network - Error Disclosure". http://psnet.ahrq.gov/primer.aspx?primerID=2. 
  134. "Ethics manual: fifth edition". Ann Intern Med 142 (7): 560–82. 2005. doi:10.7326/0003-4819-142-7-200504050-00014. PMID 15809467. 
  135. 135.0 135.1 "Disclosing Medical Errors to Patients: Attitudes and Practices of Physicians and Trainees". Journal of General Internal Medicine 22 (7): 988–96. 2007. doi:10.1007/s11606-007-0227-z. PMID 17473944. 
  136. "Error reporting and disclosure systems: views from hospital leaders". JAMA 293 (11): 1359–66. 2005. doi:10.1001/jama.293.11.1359. PMID 15769969. 
  137. Banja, John, Medical Errors and Medical Narcissism, 2005
  138. Newman MC (1996). "The emotional impact of mistakes on family physicians". Archives of Family Medicine 5 (2): 71–5. doi:10.1001/archfami.5.2.71. PMID 8601210. 
  139. 139.0 139.1 Sobecks, Nancy W.; Justice, AC; Hinze, S; Chirayath, HT; Lasek, RJ; Chren, MM; Aucott, J; Juknialis, B et al. (16 February 1999). "When Doctors Marry Doctors: A Survey Exploring the Professional and Family Lives of Young Physicians". Annals of Internal Medicine 130 (4_Part_1): 312–9. doi:10.7326/0003-4819-130-4-199902160-00017. PMID 10068390. 
  140. Barach, P.; Small, SD (18 March 2000). "Reporting and preventing medical mishaps: lessons from non-medical near miss reporting systems". BMJ 320 (7237): 759–763. doi:10.1136/bmj.320.7237.759. PMID 10720361. 
  141. Banja, John D. (2005). Medical errors and medical narcissism. Sudbury, Massachusetts: Jones and Bartlett. ISBN 978-0-7637-8361-7. https://archive.org/details/medicalerrorsmed0000banj. 
  142. Weiss, Gail Garfinkel (January 4, 2011). "'Some Worms Are Best Left in the Can' -- Should You Hide Medical Errors?". https://www.medscape.com/viewarticle/735033. 
  143. Helmreich, R. L (18 March 2000). "On error management: lessons from aviation". BMJ 320 (7237): 781–785. doi:10.1136/bmj.320.7237.781. PMID 10720367. 
  144. Espinosa, J. A; Nolan, TW (18 March 2000). "Reducing errors made by emergency physicians in interpreting radiographs: longitudinal study". BMJ 320 (7237): 737–740. doi:10.1136/bmj.320.7237.737. PMID 10720354. 
  145. Relihan, Eileen C; Silke, Bernard; Ryder, Sheila A (23 June 2012). "Design template for a medication safety programme in an acute teaching hospital". European Journal of Hospital Pharmacy 19 (3): 340–344. doi:10.1136/ejhpharm-2012-000050. 
  146. Hanlon, Carrie; Sheedy, Kaitlin; Kniffin, Taylor; Rosenthal, Jill (2015). "2014 Guide to State Adverse Event Reporting Systems". National Academy for State Health Policy. http://www.nashp.org/sites/default/files/2014_Guide_to_State_Adverse_Event_Reporting_Systems.pdf. 
  147. "A national survey of medical error reporting laws.". Yale Journal of Health Policy, Law, and Ethics 9 (1): 201–86. 2009. PMID 19388488. http://www.yale.edu/yjhple/issues/vix-i1-win09/docs/feature.pdf. Retrieved 22 April 2016. 
  148. "Report Finds Most Errors at Hospitals Go Unreported". https://www.nytimes.com/2012/01/06/health/study-of-medicare-patients-finds-most-hospital-errors-unreported.html. 
  149. "Summary Hospital Incident Reporting Systems Do Not Capture Most Patient Harm". https://oig.hhs.gov/reports/all/2012/hospital-incident-reporting-systems-do-not-capture-most-patient-harm/. 
  150. Alam, Rabiul (2016). "Spinal needle with prefilled syringe to prevent medication error: A proposal". Indian Journal of Anaesthesia 60 (7): 525–7. doi:10.4103/0019-5049.186014. PMID 27512177. 
  151. Gaba, David M. (18 March 2000). "Anaesthesiology as a model for patient safety in health care". BMJ 320 (7237): 785–788. doi:10.1136/bmj.320.7237.785. PMID 10720368. 
  152. Barnsteiner, Jane H. (2008), Hughes, Ronda G., ed., "Medication Reconciliation", Patient Safety and Quality: An Evidence-Based Handbook for Nurses, Advances in Patient Safety (Rockville (MD): Agency for Healthcare Research and Quality (US)), PMID 21328749, https://www.ncbi.nlm.nih.gov/books/NBK2648/, retrieved 2023-07-17 
  153. Khalil, Hanan; Bell, Brian; Chambers, Helen; Sheikh, Aziz; Avery, Anthony J (2017-10-04). Cochrane Effective Practice and Organisation of Care Group. ed. "Professional, structural and organisational interventions in primary care for reducing medication errors" (in en). Cochrane Database of Systematic Reviews 2017 (10). doi:10.1002/14651858.CD003942.pub3. PMID 28977687. 
  154. Knudsen, P; Herborg, Hanne; Mortensen, AR; Knudsen, M; Hellebek, A. "Preventing medication errors in community pharmacy: Frequency and seriousness of medication errors". Research Gate. https://www.researchgate.net/publication/6145297_Preventing_medication_errors_in_community_pharmacy_Frequency_and_seriousness_of_medication_errors. 
  155. Pease E (1936). "Minimum standards for a hospital pharmacy". Bull Am Coll Surg 21: 34–35. 
  156. Garrison TJ (1979). IV.1 Medication Distribution Systems. Williams and Wilkins. ISBN 978-0-683-07884-8. https://archive.org/details/handbookofinstit00smit. 
  157. Woodward WA; Schwartau N (1979). Chapter IV.3 Developing Intravenous Admixture Systems. Williams and Wilkins. ISBN 978-0-683-07884-8. https://archive.org/details/handbookofinstit00smit. 
  158. Powell MF (1986). Chapter 53 The Patient Profile System (2 ed.). Williams and Wilkins. ISBN 978-0-683-01090-9. 
  159. Evens RP (1986). Chapter 31 Communicating Drug Information (2 ed.). Williams and Wilkins. ISBN 978-0-683-01090-9. 
  160. "Are medical errors really the third most common cause of death in the U.S.? (2019 edition)". Science-Based Medicine. 4 February 2019. https://sciencebasedmedicine.org/are-medical-errors-really-the-third-most-common-cause-of-death-in-the-u-s-2019-edition/. 
  161. René Amalberti; Yves Auroy; Don Berwick; Paul Barach (3 May 2005). "Five System Barriers to Achieving Ultrasafe Health Care". Annals of Internal Medicine 142 (9): 756–764. doi:10.7326/0003-4819-142-9-200505030-00012. PMID 15867408. 

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