The DOI matches its Crossref record; 49 of the 53 references it cites were found in a registry or an index; none of the 35 sources its claims cite is checked for support yet.
Work system design for patient safety: the SEIPS model
Open accessAbstract
Models and methods of work system design need to be developed and implemented to advance research in and design for patient safety. In this paper we describe how the Systems Engineering Initiative for Patient Safety (SEIPS) model of work system and patient safety, which provides a framework for understanding the structures, processes and outcomes in health care and their relationships, can be used toward these ends. An application of the SEIPS model in one particular care setting (outpatient surgery) is presented and other practical and research applications of the model are described.
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A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Tasks, tools, and organization coincide with an issue repeatedly reported by staff concerning the process of obtaining clinical information on patients in a timely fashion.”
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In the paper
“Likewise, quality and safety issues identified were related to insufficient and potentially inaccurate information then collected because of the last minute nature of these clinical assessments.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesThe paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Staff responses to the questionnaire were also associated with various processes (including care processes) and outcomes.”
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIn the paper
“Staff responses to the questionnaire can be associated with numerous aspects of the work system.29”
What the sources say
- Not matchedcites [29] 29. Carayon P, Gurses AP, Hundt AS, et al. Performance obstacles and facilitators of healthcare providers. In: Korunka C, Hoffmann P, eds. Change and quality in human service work. Munich: Hampp Publishers, 2005:257-76.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
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In the paper
“and nesting itself in a model familiar to many health care professionals-namely, Donabedian's quality model.11 12”
What the sources say
- Not matchedcites 11 12
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
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A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“As a result, components of the work system (such as the organization or the environment) and their interdependencies may be overlooked or underemphasized.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIn the paper
“The interactions between the various components ''produce'' different outcomes: performance, safety and health, and quality of working life.”
What the sources say
- Not matchedcites [5][6][7]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passes- Not matched
In the paper
“Donabedian's model explicitly links the structure and processes of care to subsequent patient outcomes.”
What the sources say
- Not matchedcites [19] 19. Donabedian A. The quality of care. How can it be assessed? JAMA 1988;260:1743-8.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
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A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Assessing patient safety and designing systems that produce safe patient care can be accomplished by using the SEIPS model that integrates Donabedian's structure-processoutcome (SPO) framework and the work system model (fig 1).”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesA conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The SEIPS model builds on this idea by showing how work system design (structure) is linked to patient safety (outcome) through care processes.”
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- Probably not a substantial claim. 66
- It may state two separate claims as one. 20
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“They also emphasized coordination issues related to patient information.”
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The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“Likewise, it was easier to understand comments on the staff questionnaire concerning the work space.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“They commented about the low quality of communication with patients regarding preoperative preparation (for example, understanding of instructions) and postoperative recovery (for example, inconsistencies in providers' instructions).”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“For instance, unavailability of patient related information sometimes can lead to cancellations of surgeries on the day they are scheduled.”
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“A review of the floor plans helped the research team further understand the reasons for these concerns.”
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Staff offered suggestions to remedy this problem through redesign of forms and changes in policy and job design.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Here staff conveyed the inherent inefficiencies of tracking down information that should have been previously provided.”
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A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“For instance, concern was expressed by staff regarding the lack of privacy for patients and high noise levels.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A result the paper reports from its own data — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This gave us greater insight concerning the expectations for the various positions as well as how each centre was organized according to the various tasks.”
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
The paper states this without a source or data behind it here, so there is nothing to check it against. The quote shows it is in the paper.
In the paper
“In this case the plans provided an understanding of the work flow and offered a greater appreciation for the confidentiality issues identified during the patient shadowing.”
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“We suggest that the work system model applied to patient safety complements and expands Donabedian's framework.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Changes to any aspect of the work system will, depending on how the change or improvement is designed and implemented, either negatively or positively affect the work and clinical processes and the consequent patient, employee, and organizational outcomes.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds.
In the paper
“The discipline of human factors emphasizes interactions between people and their environment that contribute to performance, safety and health, and quality of working life, and the goods or services produced.13 14”
What the sources say
- Not matchedcites 13 14
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
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In the paper
“In Donabedian's model, the structure includes the organizational structure (work system model component = organization); the material resources (work system model components = environment, technology/tools); and the human resources (work system model components = care provider, tasks).”
What the sources say
- Not matchedcites [19] 19. Donabedian A. The quality of care. How can it be assessed? JAMA 1988;260:1743-8.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
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A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Overall, the work system in which care is provided affects both the work and clinical processes, which in turn influence the patient, employee, and organizational outcomes of care.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“our SEIPS model does not highlight any single element of the work system.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“According to the work system model, a person (the person could be a care provider, another employee of a healthcare institution such as a biomedical engineer, a unit clerk, or the patient) performs a range of tasks using various tools and technologies.”
What the sources say
- Not matchedcites [5][6][7]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
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In the paper
“Donabedian 20 concludes that direct relationships may exist between structure, process and outcome.”
What the sources say
- Not matchedcites [20] 20. Donabedian A. The definition of quality and approaches to its assessment. Ann Arbor, MI: Health Administration Press, 1980.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
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A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This reflects the fact that most of the focus of the SPO model centres on the providers and their relationship with the processes and outcome(s)-that is, quality is assessed by the way in which care is provided by an individual or care team as well as the outcome of the care.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Donabedian's two other means of assessing quality include evaluating the process(es) of care (how provider tasks and clinical processes are both organized and performed) and evaluating the outcome(s) of care (assessing the clinical results and impacts of and patient satisfaction with the care provided).”
What the sources say
- Not matchedcites [19] 19. Donabedian A. The quality of care. How can it be assessed? JAMA 1988;260:1743-8.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
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A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The implication is, therefore, that aspects of the structure may be of lesser consequence.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“According to Donabedian's model, poor quality, in turn, results by not following what is defined as the appropriate or correct means of performing a task (poor process).”
What the sources say
- Not matchedcites [19] 19. Donabedian A. The quality of care. How can it be assessed? JAMA 1988;260:1743-8.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
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In the paper
“In Donabedian's model, however, there is a clear statement that ''we must begin … with the performance of physicians and other health care providers''.19”
What the sources say
- Not matchedcites [19] 19. Donabedian A. The quality of care. How can it be assessed? JAMA 1988;260:1743-8.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:boosted· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
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In the paper
“The performance of these tasks occurs within a certain physical environment and under specific organizational conditions.”
What the sources say
- Not matchedcites [5][6][7]
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it. It may state two separate claims as one.
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A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It is important to recognize that a healthcare work system often includes both healthcare providers and the patient being cared for.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The fact that the SEIPS model explains how the design of a system can impact patients, employees, and the organization has its roots in the theory of healthy work organizations (HWOs).”
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The work system model also allows linkage of the various elements of the structure in the SPO model-that is, the organizational structure and material and human resources.”
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It proposes the work system model as an expansion of the structure by addressing elements of the work system model such as the physical environment, organizational culture and climate, error reporting and analysis, and work design that are so much a part of the current patient safety focus.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The SEIPS model specifies feedback loops from processes to work system and from outcomes to work system.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Any healthcare work system can therefore involve multiple individuals such as healthcare providers and patients.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“However, it has been noted that physician professionalism also fosters a ''culture of blame'' when things go wrong because, if physicians are responsible for the entire medical process, then they are also exclusively to blame for poor quality care.26”
What the sources say
- Not matchedcites [26] 26. Leape LL. Error in medicine. JAMA 1994;272:1851-7.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:hedged· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
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In the paper
“Professionals such as physicians, nurses, pharmacists, and other licensed healthcare providers are bound by ethical mandates to serve in their clients' best interests.25”
What the sources say
- Not checked — no full text of the sourcecites [25] 25. ABIM Foundation. ACP-ASIM Foundation, European Federation of Internal Medicine. Medical professionalism in the new millennium: a physician charter. Ann Intern Med 2002;136:243-6. source
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“For instance, a care process can be considered as a series of steps or tasks performed by an individual or a team of individuals using various technologies and tools; the care process may involve various locations, therefore different physical environments.”
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“A system redesign approach to changing physician behavior may not only be a more effective approach, but may be better accepted by physicians than traditional organizational efforts to improve quality using incentives.27”
What the sources say
- Not checked — no full text of the sourcecites [27] 27. Flynn EA, Barker KN, Pepper GA, et al. Comparison of methods for detecting medication errors in 36 hospitals and skilled-nursing facilities. Am J Health- System Pharm 2002;59:436-46. source
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Poor processes and outcomes can be triggers for system redesign: the need would then arise to identify negative work system elements that affect processes and the quality and safety of care, as well as employee and organizational outcomes.”
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The patient is also involved in patient care processes and is the ''recipient'' of good or bad outcomes of the care process.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
In the paper
“HWOs are organizations that have both good organizational outcomes and a healthy and safe workforce.31 32”
What the sources say
- Not matchedcites 31 32
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
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A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“From this viewpoint, the patient is an ''input'' into the SEIPS model.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Some negative elements in a work system that are hard to change may be overcome by focusing on some other positive elements.”
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Conversely, patient safety activities place greater emphasis on the system in which practitioners work and less on individual performance.21”
What the sources say
- Not checked — no full text of the sourcecites [21] 21. Leape LL, Bates DW, Cullen DJ, et al. Systems analysis of adverse drug events. JAMA 1995;274:35-43. source
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, the PICC line intervention may not decrease the nurse's workload but add to the workload as more and more patients require PICC line insertion rather than central venous catheter insertions.”
Strength:hedged· not yet calibratedCausal:conditional· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Our model emphasizes the linkages between patient outcomes and employee/organizational outcomes.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“In the SEIPS model the individual is at the centre of the work system.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These system redesigns support rather than conflict with the physician's role as a professional.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The implication is that outcomes (both patient and employee/organizational, as proposed by the SEIPS model) are related and that they also are associated with structure aspects of the SPO model.”
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“These feedback loops represent pathways to design or redesign the work system.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The care process is also affected by multiple organizational characteristics such as the need for coordination and collaboration among the healthcare providers involved in the process.”
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“Donabedian's model focuses on care process(es)-that is, how care is provided, delivered and managed.”
What the sources say
- Not matchedcites [19] 19. Donabedian A. The quality of care. How can it be assessed? JAMA 1988;260:1743-8.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
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In the paper
“Likewise, a bad outcome is associated with the poor performance of an individual (or a group of individuals).”
What the sources say
- Not matchedcites [19] 19. Donabedian A. The quality of care. How can it be assessed? JAMA 1988;260:1743-8.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“For instance, a care process can be considered as a series of steps or tasks performed by an individual or a team of individuals using various technologies and tools; the care process may involve various locations, therefore different physical environments.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Firstly, if the individual in the work system is a healthcare provider, tasks performed by the individual often involve the patient-for example, surgical tasks.”
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Using the SEIPS model with the patient at the centre of the work system model can help to identify deficiencies in the healthcare system that can impair the patient's capacity to receive high quality safe care, and therefore contribute to the design of systems and processes for delivering patient centred care.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“Involvement of physicians in the system redesign process is critical to both the success of the system and to physician acceptance of the new system.26”
What the sources say
- Not matchedcites [26] 26. Leape LL. Error in medicine. JAMA 1994;272:1851-7.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes? Load-bearing: unclear✓ Based: passesIt may state two separate claims as one.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The SEIPS model expands the concept of process to include not only care processes but also other processes that support the care process such as maintenance, housekeeping and supply chain management.”
Strength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
In the paper
“6thers have also emphasized the important relationship between patient outcomes and employee/organizational outcomes.15 33”
What the sources say
- Not matchedcites 15 33
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Strength:plain· not yet calibratedCausal:correlational· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. The paper’s conclusions may not depend on it.
- Not matched
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It can be used proactively to guide system design and hazard analysis, or reactively to guide patient or employee injury investigations.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The design of work systems affects patient safety as well as employee and organizational outcomes.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It is descriptive, not prescriptive.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This can be considered as a limitation of the model because it does not provide specific guidance as to the critical elements; but it can also be a strength because the model is generic and adaptable to the particular context or situation.”
Load-bearingStrength:hedged· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The individual is at the centre of the work system and can be a healthcare provider, a healthcare team, or the patient.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“However, it provides a framework on how to think about the different aspects of a work system, their interactions, and possible outcomes.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
In the paper
“The professional model assumes that providers have the ultimate authority to define and carry out the core tasks of providing medical care.42”
What the sources say
- Not matchedcites [42] 42. Freidson E. Profession of medicine: a study of the sociology of applied knowledge. New York: Harper & Row, 1970.
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
- Not matched
In the paper
“Recognizing potential resistance and obtaining strong support from key opinion leaders 43 is essential to effective implementation of the SEIPS model.”
What the sources say
- Not checked — no full text of the sourcecites [43] 43. Flynn KE, Smith MA, Davis MK. From physician to consumer: the effectiveness of strategies to manage health care utilization. Med Care Res Rev 2002;59:455-81. source
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It can also guide patient safety researchers toward developing research questions and understanding what variables to measure for a particular study.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“Because the professional status of providers is linked so strongly to their autonomy, they may resist system efforts to manage the process of medical care as infringing on their autonomy and degrading their professional status.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“This can be considered as a limitation of the model because it does not provide specific guidance as to the critical elements; but it can also be a strength because the model is generic and adaptable to the particular context or situation.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“We have shown that the SEIPS model can be applied in many different ways to patient safety challenges.”
Strength:boosted· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. It may be too vague to check against evidence. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“It is critical to understand how resistance to a systems approach may limit effective implementation of the SEIPS model in practice.”
Tests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. It may be too vague to check against evidence. The paper may give no reason why it holds.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The design of work systems influences processes which, in turn, affect outcomes.”
Tests✓ Asserted: passes✓ Checkable: passes✓ Load-bearing: passes✗ Based: failsProbably not a substantial claim. The paper may give no reason why it holds. It may state two separate claims as one.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“The SEIPS model is useful for providing a view of the whole system instead of focusing on only one aspect of the work system and treating that aspect in isolation.”
Load-bearingStrength:plain· not yet calibratedTests✓ Asserted: passes✗ Checkable: fails✓ Load-bearing: passes✓ Based: passesProbably not a substantial claim. It may be too vague to check against evidence.
A conclusion the paper draws from its own results — it cites no other source for it, so there is none to check. The quote shows it is in the paper.
In the paper
“They also influence each other.”
Strength:plain· not yet calibratedCausal:direct· not yet calibratedTests✓ Asserted: passes✓ Checkable: passes✗ Load-bearing: fails✗ Based: failsProbably not a substantial claim. The paper’s conclusions may not depend on it. The paper may give no reason why it holds.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“Detecting and preventing EHR-related safety concerns is challenging because concerns are often multifaceted, involving not only potentially unsafe technological features of the EHR but also EHR user behaviors, organizational characteristics, and rules and regulations that guide EHR-related activities.”
From An analysis of electronic health record-related patient safety concerns (2014) · cites this paper as [27]
In the citing paper
“In addition, conceptual frameworks or models have been developed to incorporate the breadth of technical and non-technical factors into the analysis of EHR safety and effectiveness.21 25 27 32 33”
From An analysis of electronic health record-related patient safety concerns (2014) · cites this paper as [27]
In the citing paper
“Another systematic review of the effect of EHR use on the quality of outpatient care came to a similarly negative conclusion.29”
From EHR Safety: The Way Forward to Safe and Effective Systems (2008) · cites this paper as [29]
Citations
Cites
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Cited by
Sorted by citations
Items 701–800 of 1,789
Adherence to surgical hand antisepsis: Barriers and facilitators in a tertiary care hospital
Schwartz, X., Schmitz, M. M., Safdar, N., et al. (2018) · American Journal of Infection Control · doi:10.1016/j.ajic.2017.12.011 · Cited by 10
Adopting systems models for multiple incident analysis: utility and usability
Wheway, J., & Jun, G. T. (2021) · International Journal for Quality in Health Care · doi:10.1093/intqhc/mzab135 · Cited by 10
Lee, Y. S., Oh, W., & Oh, W. (2019) · Child Health Nursing Research · doi:10.4094/chnr.2019.25.1.74 · Cited by 10
“Considering that the safety system of the hospitals in a given country is very important for patients' safety [15], it is necessary to develop educational content for safety accident prevention that would be applicable in the hospital environment of Korea.”
Joseph, A., Neyens, D. M., Taaffe, K., et al. (2022) · HERD Health Environments Research & Design Journal · doi:10.1177/19375867221089271 · Cited by 10
Managing Different Perspectives in the Redesign of Family-Centered Rounds in a Pediatric Hospital
Xie, A., Carayon, P., Kelly, M. M., et al. (2012) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/1071181312561347 · Cited by 10
“In an earlier part of the study, we used the SEIPS (Systems Engineering Initiative for Patient Safety) model (Carayon et al., 2006) and stimulated recall methodology (Carayon et al.”
MethodSelf-citationKatz, M. J., & Gürses, A. P. (2018) · Infection Control and Hospital Epidemiology · doi:10.1017/ice.2018.308 · Cited by 10
“The Systems Engineering Initiative for Patient Safety (SEIPS) is a human factors model that uses an engineering approach to patient safety to delineate ways to improve the system as a whole.(18) Human factors engineers assess complex work systems, such as LTCF settings, applying their knowledge of human limitations an…”
BackgroundMethodInfluentialSelf-citationRisk-Based Patient Safety Metrics
Scanlon, M. C., Karsh, B., & Saran, K. A. (2008) · Cited by 13
Self-citationVifladt, A., Ballangrud, R., Myhr, K., Grusd, E., Porthun, J., Mæhlum, P. A., Aase, K., Sollid, S. J. M., & Odberg, K. R. (2023) · BMJ Open · doi:10.1136/bmjopen-2022-067006 · Cited by 10
Missed Nursing Care: Understanding and Improving Nursing Care Quality in Pediatrics
Tubbs‐Cooley, H. L., & Gürses, A. P. (2017) · Hospital Pediatrics · doi:10.1542/hpeds.2017-0083 · Cited by 10
Self-citationOr, C. K. (2015) · International Journal of Healthcare Information Systems and Informatics · doi:10.4018/ijhisi.2015100104 · Cited by 10
“Based on the Systems Engineering Initiative for Patient Safety (SEIPS) model of work system and patient safety (Carayon et al., 2006), the observations focused on interactions among the individuals (i.e., health care professionals, patients and other caregivers), clinical tasks, technology, work…”
MethodBridging clinical researcher perceptions and health IT realities: A case study of stakeholder creep
Panyard, D. J., Ramly, E., Dean, S. M., & Bartels, C. M. (2017) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2017.11.014 · Cited by 9
Will human factors restore faith in the GMC?
Morgan, L. J., Benson, D., & McCulloch, P. G. (2019) · BMJ · doi:10.1136/bmj.l1037 · Cited by 9
Silvestri, J. A., Kmiec, T. E., Bishop, N. S., Regli, S. H., & Weissman, G. E. (2022) · JMIR Human Factors · doi:10.2196/36976 · Cited by 11
“The Systems Engineering Initiative for Patient Safety model [29] emphasizes the interaction between people, technology, environment, and organization [30].”
BackgroundSurgeon-anatomist to robotic technician? The evolving role of the surgeon over three centuries
Hughes, S. P. F., & MacIntyre, I. M. (2022) · Journal of the Royal Society of Medicine · doi:10.1177/01410768221133568 · Cited by 9
“As Scientific Management influenced practice at the start of the 20th century, models such as Systems Engineering Initiative for Patient Safety are becoming influential at the start of the 21st.(22) Surgical technology at the beginning of the 21st century saw the introduction of robotic surgery, which requires further…”
MethodAssariparambil, A. R., Nayak, S. G., Sugunan, A., Mukhopadhyay, C., Shankar, R., Devi, E. S., & George, A. (2020) · Journal of Advanced Nursing · doi:10.1111/jan.14658 · Cited by 9
de Vreede, M. A. V., de Clifford, J., & McGrath, A. M. (2017) · Journal of Pharmacy Practice and Research · doi:10.1002/jppr.1327 · Cited by 9
Barriers and Facilitators to Injection Safety in Ambulatory Care Settings
Leback, C., Johnson, D. H., Anderson, L., et al. (2018) · Infection Control and Hospital Epidemiology · doi:10.1017/ice.2018.82 · Cited by 9
“The Institute of Medicine (IOM) promotes viewing safety from a systems perspective(11) and asserts that healthcare outcomes do not result from the action of a single individual but depend on the interaction of many factors, including environment of practice, organizational culture and structure, and human factors.(12)…”
BackgroundMedication Safety Event Reporting
Cohen, T., Berdahl, C. T., Coleman, B. L., Seferian, E. G., Henreid, A. J., Leang, D. W., & Nuckols, T. K. (2023) · Journal of Nursing Care Quality · doi:10.1097/ncq.0000000000000720 · Cited by 10
Jabin, M. S. R. (2026) · Frontiers in Digital Health · doi:10.3389/fdgth.2026.1785086 · Cited by 10
“This redistribution of cognitive work also reshapes how clinicians engage with information, often requiring them to manage multiple digital interfaces and reconcile fragmented data sources (25, 33).”
Morineau, T., Chapelain, P., & Quinio, P. (2016) · Intensive and Critical Care Nursing · doi:10.1016/j.iccn.2015.11.001 · Cited by 9
“These nteractions play a key role for safe and efficient care elivery (Carayon and Gürses, 2005; Carayon et al., 2006; ackler et al., 2009; Sevdalis and Brett, 2009).”
BackgroundReclaiming the systems approach to paediatric safety
Cheung, R., Roland, D., & Lachman, P. I. (2019) · Archives of Disease in Childhood · doi:10.1136/archdischild-2018-316401 · Cited by 10
“7 Building on these theories, the concept of reliability in healthcare was introduced from the study of ‘High Reliability Organ-isations (HRO)’ in diverse industries such as nuclear power, the military and air traffic control.”
Comparative workflow modeling across sites: Results for nursing home prescribing
Ramly, E., Tong, M., Bondar, S., Ford, J. H., II, Nace, D. A., & Crnich, C. J. (2021) · IISE Transactions on Healthcare Systems Engineering · doi:10.1080/24725579.2020.1829209 · Cited by 10
“…blinded for peer review – Journal of Clinical Rheumatology], other task-level features like cognitive load, time pressure, or need for attention (Carayon et al., 2006), workflow-level features like sequence, dependencies, or distribution across roles (Werner et al., 2017), or worksystem-level…”
BackgroundEvaluation of interprofessional care processes for patients treated with oral anticancer drugs
Kinnaer, L., Kenis, I., Foulon, V., & Hecke, A. V. (2021) · Journal of Interprofessional Care · doi:10.1080/13561820.2021.1929103 · Cited by 9
“Care processes describe how care is provided, delivered and managed (Carayon et al., 2006).”
BackgroundGreen, A., Stawicki, S. P., & Firstenberg, M. S. (2018) · InTech eBooks · doi:10.5772/intechopen.78014 · Cited by 9
“Patient safety literature also indicates that teamwork is key to establishing and maintaining patient safety, and issues related to lack of collaborative approaches and/or communication often contribute to poor quality and safety record [21, 23, 24].”
BackgroundCarayon, P., Wetterneck, T. B., Hundt, A. S., Rough, S. S., & Schroeder, M. E. (2008) · Contributions to management science · doi:10.1007/978-3-7908-2046-1_9 · Cited by 11
“Our research group has proposed a systems approach to patient safety that defines the work system elements that influence care processes (and other processes) and affect both patient and worker safety (Carayon et al. 2006).”
BackgroundMethodInfluentialSelf-citationBernstein, S., Catchpole, K. C., Kelechi, T. J., & Nemeth, L. S. (2022) · The Joint Commission Journal on Quality and Patient Safety · doi:10.1016/j.jcjq.2022.02.007 · Cited by 9
ten Haken, I., Allouch, S. B., & van Harten, W. H. (2020) · BMJ Quality & Safety · doi:10.1136/bmjqs-2019-010510 · Cited by 9
Systematic User-centered Design of a Prototype Clinical Decision Support System for Glaucoma
Stagg, B. C., Tullis, B., Asare, A. O., Stein, J. D., Medeiros, F. A., Weir, C. R., Borbolla, D. A., Hess, R., & Kawamoto, K. (2023) · Ophthalmology Science · doi:10.1016/j.xops.2023.100279 · Cited by 10
Halamek, L. P. (2013) · NeoReviews · doi:10.1542/neo.14-8-e379 · Cited by 9
Conceptualization and application of a healthcare systems thinking model for an educational system
Selvik, J. T., Abrahamsen, E. B., & Moen, V. (2022) · Studies in Higher Education · doi:10.1080/03075079.2021.1983532 · Cited by 9
“In the SEIPS model (Carayon et al. 2006), there were originally five core elements of the work system, but later a sixth one was also added: external environment.”
BackgroundMethodInfluentialNursing Workload and its Effect on Patient and Employee Safety
Holden, R. J., Alper, S. J., Escoto, K. H., Kaushal, R., Murkowski, K., Patel, N., Scanlon, M. C., & Karsh, B. (2007) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/154193120705101133 · Cited by 8
“Another theme in the healthcare literature on workload is that it is the product of system design (Carayon & Gurses, 2005; Carayon et al., 2006; Karsh et al., 2006).”
BackgroundSelf-citationFisher, A. V., Campbell-Flohr, S. A., Sell, L., Osterhaus, E., Acher, A. W., Leahy-Gross, K. M., Brenny‐Fitzpatrick, M., Kind, A., Carayon, P., Abbott, D. E., et al. (2018) · The Joint Commission Journal on Quality and Patient Safety · doi:10.1016/j.jcjq.2018.05.001 · Cited by 9
Self-citationCrego, N., Baernholdt, M., & Merwin, E. (2016) · Journal of Pediatric Nursing · doi:10.1016/j.pedn.2016.09.003 · Cited by 9
“Study variables were organized into one of the three model components: 1) work systems – technology, care providers, patients, work environments, organization, and tasks that can affect how sedation is provided, 2) process – care processes used to provide sedation, and 3) outcomes – outcomes of sedation (Carayon et al…”
BackgroundMethodInfluentialFerris, T. K. (2013) · HERD Health Environments Research & Design Journal · doi:10.1177/193758671300600301 · Cited by 9
“…EBD (patient safety, outcomes, worker satisfaction, etc.) therefore should be considered as emergent proper- ties of the entire system, viewed holistically, which depend not only on the individual contributions of the components but also on their complex interactions (e.g., Carayon et al., 2006).”
BackgroundEndotracheal Tube Cuff Pressure Management
Kebapçı, A., & Ozkaynak, M. (2022) · Dimensions of Critical Care Nursing · doi:10.1097/dcc.0000000000000512 · Cited by 9
Evaluation of Ceiling Lifts in Health Care Settings
Alamgir, H., Li, O. W., Gorman, E., et al. (2009) · AAOHN Journal · doi:10.3928/08910162-20090826-06 · Cited by 9
Process Improvement for Value Creation: a Case of Health Care Organization
Čiarnienė, R., Vienažindienė, M., & Vojtovič, S. (2017) · Engineering Economics · doi:10.5755/j01.ee.28.1.16601 · Cited by 9
“Carayon et al. (2006), Brandao de Souza (2009); Does et al. (2009), Langabeer et al. (2009), Brandao de Souza and Pidd (2011), McAlearney et al. (2011), de Mast et al. (2011), Tvedt et al. (2012), Boyer et al. (2012), Gardner et al. (2015) researched different aspects of process improvement in…”
BackgroundSafdar, N., Parmasad, V., Brown, R., Carayon, P., Lepak, A. J., O’Horo, J. C., & Schulz, L. T. (2021) · BMJ Open · doi:10.1136/bmjopen-2020-046480 · Cited by 9
Self-citationAncker, J. S., Send, A. F. J., Hafeez, B., Osorio, S. N., & Abramson, E. L. (2017) · Applied Clinical Informatics · doi:10.4338/aci-2017-06-ra-0111 · Cited by 10
Pardal-Refoyo, J. L. (2013) · Revista de Calidad Asistencial · doi:10.1016/j.cali.2012.10.008 · Cited by 9
“Mujeres 387 (82,7%) [79,27-86,13] 346 (82,6%) [78,97-86,23] 48 (72%) [61,22-82,78] 781 (82%) [76,05-87,95]”
Human Factors Applied to Perioperative Process Improvement
Keebler, J. R., Lazzara, E. H., Blickensderfer, B., & Looke, T. (2018) · Anesthesiology Clinics · doi:10.1016/j.anclin.2017.10.005 · Cited by 10
A Work Systems Analysis of Sterile Processing: Sterilization and Case Cart Preparation
Alfred, M. C., Catchpole, K., Huffer, E., et al. (2019) · Emerald Group Publishing Limited eBooks · doi:10.1108/s1474-823120190000018008 · Cited by 9
Raposo, S. R. F., Mascarenhas, M., Correia, R., & Ferreira, J. C. (2025) · Healthcare · doi:10.3390/healthcare13243286 · Cited by 9
“Their competencies encompass not only technical skills such as infection prevention and early recognition of clinical deterioration, but also a human responsiveness that allows them to act swiftly and with compassion during unexpected events in the operating theatre [65,68].”
Interprofessional Collaboration and Communication
Verspuy, M., & Bogaert, P. V. (2017) · Springer eBooks · doi:10.1007/978-3-319-71042-6_12 · Cited by 11
Diagnostic error in the pediatric hospital: a narrative review
Sawicki, J. G., Nystrom, D., Purtell, R., Good, B. P., & Chaulk, D. (2021) · Hospital Practice · doi:10.1080/21548331.2021.2004040 · Cited by 9
Experiences of rural nurses with emergency patient transport in a resource limited setting
Mamalelala, T. T., Holzemer, W. L., Seloilwe, E., et al. (2023) · International Emergency Nursing · doi:10.1016/j.ienj.2023.101379 · Cited by 9
Scheer, E. R., Werner, N. E., Coller, R. J., Nacht, C. L., Petty, L., Tang, M., Ehlenbach, M. L., Kelly, M. M., Finesilver, S., Warner, G., et al. (2024) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocae026 · Cited by 11
Boyd, M. (2014) · Journal of Evaluation in Clinical Practice · doi:10.1111/jep.12272 · Cited by 9
Meaningful use’s benefits and burdens for US family physicians
Holman, G. T., Waldren, S. E., Beasley, J. W., Cohen, D. J., Dardick, L. D., Fox, C. H., Marquard, J. L., Mullins, R., North, C. Q., Rafalski, M., et al. (2017) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocx158 · Cited by 9
Patient Safety: What Is Working and Why?
Bartman, T., Bertoni, C. B., Merandi, J. M., et al. (2019) · Current Treatment Options in Pediatrics · doi:10.1007/s40746-019-00156-5 · Cited by 9
Barton, H. J., Pflaster, E. G., Loganathar, P., Werner, A., Tarfa, A., Wilkins, D., Ehlenbach, M. L., Katz, B., Coller, R. J., Valdez, R. S., et al. (2022) · Applied Ergonomics · doi:10.1016/j.apergo.2022.103900 · Cited by 9
Using human factors and ergonomics principles to prevent inpatient falls
Kwok, Y.-T., & Lam, M.-S. (2022) · BMJ Open Quality · doi:10.1136/bmjoq-2021-001696 · Cited by 9
“23 From the HF&E perspective, the safety hierarchy model was an important principle to apply.”
Habli, I., Jia, Y., White, S., Gabriel, G., Lawton, T., Sujan, M. A., & Tomsett, C. (2019) · Health Informatics Journal · doi:10.1177/1460458219852789 · Cited by 8
“…flexible in the level of detail that a user enters in describing care settings and processes, leaving it to the user to select an appropriate socio-technical model 28,29 and the granularity of the clinical activities and decisions, considering the complexity and criticality of the HIT deployment.”
BackgroundBernstein, S., Picciolo, M., Grills, E., & Catchpole, K. (2023) · The Joint Commission Journal on Quality and Patient Safety · doi:10.1016/j.jcjq.2023.12.002 · Cited by 9
Human Factors in Health(care) Informatics: Toward Continuous Sociotechnical System Design
Carayon, P. (2019) · Studies in health technology and informatics · doi:10.3233/shti190131 · Cited by 9
Self-citationMultifactorial model of adverse events and medical safety management
Voskanyan, Y., Shikina, I. B., Andreeva, O., Kidalov, F., & Рудольфович, Д. Д. (2020) · Journal of Digital Science · doi:10.33847/2686-8296.2.1_3 · Cited by 9
Parker, S. H., Jesso, M. N., Wolf, L., et al. (2024) · American Journal of Kidney Diseases · doi:10.1053/j.ajkd.2023.12.024 · Cited by 8
McCulloch, P. G., Morgan, L. J., Flynn, L., Rivero‐Arias, O., Martin, G. P., Collins, P. G. S., & New, S. (2016) · Programme Grants for Applied Research · doi:10.3310/pgfar04190 · Cited by 8
Chauhan, A., Newman, B., Manias, E., Joseph, K., Leone, D., Walpola, R. L., Seale, H., Smith, A. B., & Harrison, R. (2024) · Health Expectations · doi:10.1111/hex.13979 · Cited by 8
“11,17,18 The World Health Organisation Global Patient Safety Action Plan (2021 – 2030) recognises consumers' engagement in their care as one of the key strategies to reduce harm to the patient and provide safe and respectful care.”
Joseph, A., Mihandoust, S., Wingler, D., et al. (2021) · HERD Health Environments Research & Design Journal · doi:10.1177/19375867211044733 · Cited by 8
“…design (EBD), flow disruptions The physical environment of healthcare settings is one component of a multidimensional, dynamic work system that involves users with distinct roles, tasks, technologies, tools, and organizational protocols associated with their work (Carayon et al., 2006).”
BackgroundLearning from Latent Safety Threats Identified During Simulation to Improve Patient Safety
Congenie, K., Bartjen, L., Gutierrez, D., et al. (2023) · The Joint Commission Journal on Quality and Patient Safety · doi:10.1016/j.jcjq.2023.08.003 · Cited by 8
Carayon, P., Thuemling, T., Parmasad, V., Bao, S., O’Horo, J. C., Bennett, N. T., & Safdar, N. (2021) · Journal of Patient Safety and Risk Management · doi:10.1177/25160435211025417 · Cited by 8
Self-citationBierbaum, M., Ying-hua, Y., Molloy, C. J., Bowditch, L., Salmon, P. M., Middleton, S., Braithwaite, J., & Hibbert, P. D. (2025) · Frontiers in Health Services · doi:10.3389/frhs.2025.1645575 · Cited by 13
Arbaje, A., Hsu, Y.-J., Keita, M., Greyson, S., Wang, J.-X., Werner, N., Carl, K., Hohl, D., Jones, K., Bowles, K., et al. (2023) · Quality Management in Health Care · doi:10.1097/qmh.0000000000000419 · Cited by 6
“24-27 We used the HFE Systems Engineering Initiative for Patient Safety (SEIPS) 2.0 model 28,29 as the conceptual framework guiding study design, data collection, and analysis.”
MethodInfluentialSelf-citationCommunity health integration through pharmacy process and ergonomics redesign (CHIPPER)
Jahn, M. A., & Caldwell, B. S. (2017) · Ergonomics · doi:10.1080/00140139.2017.1353136 · Cited by 8
“To define the components involved in community pharmacy systems, we were first influenced by the Systems Engineering Initiative for Patient Safety (SEIPS) model (Carayon et al. 2006) which has been recommended for use with pharmacy work systems (Chui, Mott, and Maxwell 2012).”
BackgroundMethodInfluentialValidation of the Donabedian Model of Health Service Quality in Selected States in Nigeria
Opele, J. K., & Adepoju, K. (2024) · Nigerian Journal of Clinical Practice · doi:10.4103/njcp.njcp_220_22 · Cited by 8
Tischendorf, J. S., Brunner, M., Knobloch, M. J., Schulz, L. T., Barker, A., Wright, M., Lepak, A. J., & Safdar, N. (2020) · PLoS ONE · doi:10.1371/journal.pone.0237987 · Cited by 8
“Research related to SEIPS examines job and systems design, quality improvement, and technology implementation that affect patient safety outcomes related to patients, organizations and staff [24].”
BackgroundLeon, C., Hogan, H., & Jani, Y. H. (2024) · International Journal for Quality in Health Care · doi:10.1093/intqhc/mzae057 · Cited by 8
“Healthcare takes place within a work system comprising of interacting components including: (among others) patients, caregivers, and staff, the tasks required to deliver care, available tools and technology, and aspects of the care environments [11].”
BackgroundMethodAn integrated OSH risk management approach to surgical flow disruptions in operating rooms
Baş, E. (2018) · Safety Science · doi:10.1016/j.ssci.2018.06.010 · Cited by 8
Wolff, J. L., Wec, A., Peereboom, D., Gleason, K. T., Amjad, H., Burgdorf, J. G., Cassidy, J., DesRoches, C. M., Fabius, C. D., Green, A. R., et al. (2024) · Learning Health Systems · doi:10.1002/lrh2.10408 · Cited by 9
“SEIPS prioritizes human factors, as reflected by the central location of people within work systems.”
MethodInfluentialRuss, A. L., Militello, L. G., Saleem, J. J., Fairbanks, R. J. T., & Wears, R. L. (2013) · BMJ Quality & Safety · doi:10.1136/bmjqs-2013-002125 · Cited by 8
Chong, K.-M., Chou, E. H.-C., Chiang, W., Wang, H.-C., Liu, Y.-P., Ko, P. C., Huang, E. P., Hsieh, M., Lin, H.-Y., Lien, W., et al. (2024) · Annals of Emergency Medicine · doi:10.1016/j.annemergmed.2024.09.008 · Cited by 9
The effect of full-time culture on quality and safety of care – a literature review
Magerøy, M. R., & Wiig, S. (2023) · International Journal of Health Governance · doi:10.1108/ijhg-11-2022-0106 · Cited by 9
Abraham, J., Meng, A., de Oca, A. M., Politi, M. C., Wildes, T. S., Gregory, S. H., Henrichs, B., Kannampallil, T., & Avidan, M. S. (2022) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocac138 · Cited by 9
van Biljon, H., Casteleijn, D., Sanetta, H. J., & Rabothata, S. (2015) · South African Journal of Occupational Therapy · doi:10.17159/2310-3833/2015/v45n3/a8 · Cited by 8
“Carayon et al 49 and Coyle and Battles 50 caution that using the sequential progression from structure to process to outcome is too linear a framework and limits the understanding of how the three aspects influence each other.”
Integrating human factors engineering into your pediatric radiology practice
Larsen, E. P., Miranda‐Schaeubinger, M., Won, J. C., et al. (2024) · Pediatric Radiology · doi:10.1007/s00247-024-05903-x · Cited by 8
“As applied to healthcare, human factors engineering is a multidisciplinary field focused on reducing patient harm and improving efficiency through understanding human workers and their role in the greater work system [1–4].”
Nichol, P. F., & Saari, M. J. (2023) · Perioperative Care and Operating Room Management · doi:10.1016/j.pcorm.2023.100333 · Cited by 10
Magerøy, M. R., Braut, G. S., Macrae, C., et al. (2023) · BMC Health Services Research · doi:10.1186/s12913-023-09906-6 · Cited by 8
“Topics in the interview guide were inspired by SEIPS [17] and related to how they organize the work with HSE and QPS, system, tools, and support to work with HSE and QPS, the dual responsibility and interaction with politicians.”
BackgroundMethodInfluentialBarriers to Accessing Nighttime Supervisors: a National Survey of Internal Medicine Residents
Catalanotti, J. S., O'connor, A., Kisielewski, M., et al. (2021) · Journal of General Internal Medicine · doi:10.1007/s11606-020-06516-4 · Cited by 8
Commentary on the Past, Present, and Future of Nursing Workload Research
MacPhee, M., Havaei, F., Bookey‐Bassett, S., Neumann, P., Qureshi, S. M., Greig, M. A., & Keselman, D. (2024) · Nursing Research and Reviews · doi:10.2147/nrr.s442571 · Cited by 8
Pediatri Kliniklerinde Çalışan Hemşirelerin Hasta Güvenliği İle İlgili Sık Karşılaştıkları Sorunlar
Pazarcıkcı, F., & Efe, E. (2018) · Süleyman Demirel Üniversitesi Sağlık Bilimleri Dergisi · doi:10.22312/sdusbed.295022 · Cited by 9
Werner, N. E., Rutkowski, R. A., Holden, R. J., Ponnala, S., & Gilmore‐Bykovskyi, A. L. (2022) · Applied Ergonomics · doi:10.1016/j.apergo.2022.103820 · Cited by 11
Poots, J., Morgan, J., Woolf, J., & Curcuruto, M. (2024) · Applied Ergonomics · doi:10.1016/j.apergo.2024.104365 · Cited by 10
Communication and systems factors might still underlie surgical complications
Karsh, B., Wiegmann, D., Wetterneck, T. B., & Carayon, P. (2009) · Surgery · doi:10.1016/j.surg.2009.02.003 · Cited by 8
“Follicular variant of thyroid papillary carcinoma is a classic example of such a lesion with only a 39% agreement even among the experts.(2) An 89% agreement in this lesion is exceptional and likely is only achieved among pathologists who have been trained similarly.”
BackgroundSelf-citationXie, A., Sax, H., Daodu, O., Alam, L., Sultan, M. A., Rock, C., Stewart, C. M., Perry, S. J., & Gürses, A. P. (2024) · Infection Control and Hospital Epidemiology · doi:10.1017/ice.2023.280 · Cited by 15
“7 – 9 We previously proposed a human-factors and systems-engineering approach based on the Systems Engineering Initiative for Patient Safety (SEIPS) model 10 to improve hospital environmental cleaning and disinfection, particularly inpatient rooms.”
MethodSelf-citationNayak, R., & Manning, L. (2021) · Trends in Organized Crime · doi:10.1007/s12117-021-09426-x · Cited by 8
“Human factors and by extension, a systems approach, emphasizes interactions between people and their environment, and its effect on performance, compliance, degree of safety, quality of work life, services offered, and the means adopted to offer services and products (Carayon et al. , 2006).”
BackgroundNovak, L. L., Simpson, C., Coco, J., McNaughton, C. D., Ehrenfeld, J. M., Bloos, S. M., & Fabbri, D. (2020) · Journal of Medical Internet Research · doi:10.2196/17978 · Cited by 8
Brunette, M., & Curioso, W. H. (2017) · Revista Peruana de Medicina Experimental y Salud Pública · doi:10.17843/rpmesp.2017.343.2859 · Cited by 8
Probst, C. A., Carter, M., Cadigan, C., Dalcour, C., Cassity, C., Quinn, P., Williams, T., Montgomery, D. C., Wilder, C., & Xiao, Y. (2017) · JONA The Journal of Nursing Administration · doi:10.1097/nna.0000000000000446 · Cited by 8
“Examining these components may help identify system barriers that increase patient risks and reduce efficiency and can result in robust improvements.(2,4) Nurses are often required to complete nondirect patient care tasks (eg, supply gathering), which increases their workload and, therefore, the potential for error.”
BackgroundMethodFouquet, S. D., Fitzmaurice, L., Chan, Y.-Y. R., & Palmer, E. M. (2020) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocaa252 · Cited by 8
“For this mixed-methods study, we utilized the SEIPS model 18,19,34 to guide a focused ethnographic approach to understanding documentation workflow in the pediatric ED.”
BackgroundMethodScandrett, K. G., Anichini, M. A., Berdes, C., Estabrook, S., Boockvar, K. S., Saliba, D., Emanuel, L. L., & Taylor, S. L. (2012) · Journal of Gerontological Nursing · doi:10.3928/00989134-20121003-03 · Cited by 10
Medication management strategies by family caregivers of children with special healthcare needs
Min, E. E., Wheeler, H., Hennessy, C., & Abebe, E. (2023) · Child Care Health and Development · doi:10.1111/cch.13102 · Cited by 8
Detection and management of clinical deterioration in a virtual hospital: A work system analysis
Bamgboje‐Ayodele, A., Boscolo, A., Newton, N., Tariq, A., Dao, M., Shaw, M., Hutchings, O., Shaw, T. J., McPhail, S., & Baysari, M. T. (2025) · Applied Ergonomics · doi:10.1016/j.apergo.2025.104530 · Cited by 9
A macroergonomic compatibility index for manufacturing systems
Realyvásquez-Vargas, A., Maldonado-Macías, A. A., García-Alcaráz, J. L., Cortés-Robles, G., & Blanco‐Fernández, J. (2018) · International Journal of Industrial Ergonomics · doi:10.1016/j.ergon.2018.07.007 · Cited by 7
Assessing workflow of emergency physicians in the use of clinical decision support
Salwei, M. E., Carayon, P., Hoonakker, P., et al. (2019) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/1071181319631334 · Cited by 8
“Representing the process element of the Systems Engineering Initiative for Patient Safety (SEIPS) model (Carayon et al., 2006; Carayon et al., 2014), workflow is the flow of people, equipment, information, and tasks in different places, at different levels, at different timescales, continuously and…”
MethodSelf-citationHandover in Trauma and Orthopaedic Surgery - A Human Factors Assessment
Agha, R. (2012) · Annals of Medicine and Surgery · doi:10.1016/s2049-0801(12)70009-2 · Cited by 8
Trust Saidi, & Douglas, T. S. (2021) · Health Policy and Technology · doi:10.1016/j.hlpt.2021.100593 · Cited by 8
“It has been demonstrated that the development of medical devices is not limited to the relationship between the users and technologies, but also the physical environment and organisational context [46].”
Balhara, K. S., Peterson, S., Elabd, M., Regan, L. A., Anton, X. P., Al-Natour, B. A., Hsieh, Y., Scheulen, J. J., & de Ramirez, S. A. S. (2017) · Internal and Emergency Medicine · doi:10.1007/s11739-017-1615-y · Cited by 7
Salwei, M. E., Hoonakker, P., Pulia, M. S., Wiegmann, D. A., Patterson, B. W., & Carayon, P. (2023) · Human Factors in Healthcare · doi:10.1016/j.hfh.2023.100056 · Cited by 7
Self-citationContemporary Topics in Patient Safety - Volume 1
Stawicki, S. P., & Firstenberg, M. S. (2020) · IntechOpen eBooks · doi:10.5772/intechopen.87616 · Cited by 8
Metadata
- Authors
- Carayon, P., Schoofs Hundt, A., Karsh, B.-T., Gurses, A. P., Alvarado, C. J., Smith, M., & Flatley Brennan, P.
- Affiliations
- University of Wisconsin–Madison (US)
- Corresponding author
- Carayon, P
- ORCID
- Venue
- Quality in Health Care
- Publisher
- BMJ
- Published
- 2006-12
- Volume
- 15
- Issue
- suppl 1
- Pages
- i50-i58
- ISSN
- 1475-3898 (ISSN-L)
- 1475-3901
- PMC
- PMC2464868
- OpenAlex
- W2163767758
- Semantic Scholar
- d1341354adecf3074cdce8d706ccfec017ac370f
- Cited by
- 1,795
- References
- 53
- Citations by year
- 2026: 199 · 2025: 140 · 2024: 129 · 2023: 122 · 2022: 119 · 2021: 150 · 2020: 132 · 2019: 118 · 2018: 102 · 2017: 93 · 2016: 97 · 2015: 70 · 2014: 77 · 2013: 66 · 2012: 50
- FWCI
- 4.54
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- BMJ Quality & Safety (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Agency for Healthcare Research and Quality (#P20 HS11561-01, P20 HS011561)
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Patient Safety and Medication Errors
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Healthcare Quality and Management
- Social Sciences › Human Factors and Ergonomics › Ergonomics and Human Factors
- Keywords
- work system design, patient safety, SEIPS model, health care system, outpatient surgery, safety culture
- MeSH terms
- Humans, Ergonomics, Models, Theoretical, Quality Assurance, Health Care, Surgicenters, Systems Analysis, Task Performance and Analysis, United States, Outcome Assessment, Health Care, Safety Management, Medical Errors
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