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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To Err is Human: Building a Safer Health System
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Cited by
Sorted by citations
Items 801–900 of 1,789
Loftus, T. J., Balch, J. A., Marquard, J. L., Ray, J. M., Alper, B. S., Ojha, N., Bihorac, A., Melton, G. B., Khanna, G., & Tignanelli, C. J. (2024) · Digital Health · doi:10.1177/20552076241249925 · Cited by 6
“…assessed user readiness for change, whether a longitudinal CDS conceptual framework (e.g. Systems Engineering Initiative for Patient Safety (SEIPS) 13 ) was applied; whether the CDS was evaluated prospectively; whether the CDS used living guidelines (i.e. the CDS knowledge engine uses guidelines…”
MethodInfluentialThe Physical Environment in Health Care
Alvarado, C. J. (2011) · CRC Press eBooks · doi:10.1201/b11219-22 · Cited by 7
“(Smith and Carayon-Sainfort, 1989; Smith and Carayon, 2000; Carayon et al., 2006).”
BackgroundSelf-citationKuitunen, S. K., Saksa, M., & Holmström, A.-R. (2025) · Research in Social and Administrative Pharmacy · doi:10.1016/j.sapharm.2025.09.002 · Cited by 8
Baartmans, M. C., Schoten, S. M. V., & Wagner, C. (2022) · BMJ Open Quality · doi:10.1136/bmjoq-2021-001637 · Cited by 10
Industrial Accident and Safety Hazards at the Workplace: A Spatio-Physical Workplace Approach
Animashaun, O. (2014) · Mediterranean Journal of Social Sciences · doi:10.5901/mjss.2014.v5n20p2949 · Cited by 7
Nabeel, A., Al-Sabah, S. K., AlGhanim, K., Al-Roumi, D., Al-Basri, D., Ziyab, A. H., & Ashrafian, H. (2024) · International Journal of Surgery · doi:10.1097/js9.0000000000001958 · Cited by 7
“Here, technical inef fi ciencies, can be misconstrued when viewed merely as isolated technical challenges, leading to an under-estimation of their broader implications, ultimately compromising patient safety [47] .”
Challenges and opportunities in the analysis of risk in healthcare
Cure, L., Zayas‐Castro, J. L., & Fabri, P. J. (2014) · IIE Transactions on Healthcare Systems Engineering · doi:10.1080/19488300.2014.911786 · Cited by 11
“There is a need to develop risk analysis approaches that can support operational, short-term decisions made by front line workers (Carayon et al., 2011).”
BackgroundImproving medication therapy management through collaborative hospice care in rural Minnesota
Eischens, K. P., Gilling, S. W. C., Okerlund, R. E., et al. (2010) · Journal of the American Pharmacists Association · doi:10.1331/japha.2010.09043 · Cited by 7
Sarwal, A., Morris, N. A., Crumpler, J., et al. (2024) · Critical Care Medicine · doi:10.1097/ccm.0000000000006256 · Cited by 7
Wooldridge, A. R., Morgan, J. K., Ramadhani, W., Hanson, K. A., Vazquez-Melendez, E., Kendhari, H., Shaikh, N., Riech, T., Mischler, M. J., Krzyzaniak, S. M., et al. (2022) · Human Factors The Journal of the Human Factors and Ergonomics Society · doi:10.1177/00187208221093830 · Cited by 7
“A fourth example is the Balance Theory (Carayon, 2009; Smith & Carayon-Sainfort, 1989), which is prevalent in studies of health care by way of its incorporation in the Systems Engineering Initiative to Patient Safety (SEIPS) models (Carayon et al., 2006; Carayon et al., 2014; Carayon et al., 2020).”
BackgroundMethodRogus‐Pulia, N. M., Jones, C. A., Forgues, A. L., Orne, J., Macdonald, C. L., Connor, N. P., & McCulloch, T. M. (2020) · American Journal of Speech-Language Pathology · doi:10.1044/2020_ajslp-19-00134 · Cited by 7
“…levels, the field of human factors focuses on interactions between individuals (i.e., providers) and their environment (i.e., health system) that contribute to performance, safety, health, quality of working life, and services produced (Carayon et al., 2006; Getty & Getty, 1999; Wilson, 2000).”
BackgroundDesigning better systems to navigate the sepsis–antimicrobial stewardship tension
Lounsbury, O., O'Hara, J. K., Brent, A., et al. (2025) · The Lancet Infectious Diseases · doi:10.1016/s1473-3099(25)00119-7 · Cited by 7
Lane-Fall, M. B., Koilor, C., Givan, K., Klaiman, T. A., & Barg, F. K. (2023) · The Joint Commission Journal on Quality and Patient Safety · doi:10.1016/j.jcjq.2023.04.003 · Cited by 7
Pennathur, P. R. (2020) · Applied Ergonomics · doi:10.1016/j.apergo.2019.103034 · Cited by 7
“…is also a widely held perspective in the human factors literature, where work outcomes are considered an output of interactions between the tasks, technologies, organization, and characteristics of individuals engaged in this work system (Carayon et al., 2006; Wilson and Corlett, 2005).”
BackgroundBrennan, C., Donnelly, K., & Somani, S. M. (2011) · American Journal of Health-System Pharmacy · doi:10.2146/ajhp110055 · Cited by 7
Hamshari, S., Shahid, H., Saudi, L., et al. (2022) · Medical Teacher · doi:10.1080/0142159x.2022.2058387 · Cited by 7
“Common frameworks for evaluating technological innovation included SEIPS (Carayon et al. 2006) the usability checklist (Asarbakhsh and Sandars 2013), assessing quality (Attwell and Hughes 2010), the 5-point framework of learning experience (Carroll et al. 2009) and Kirkpatrick’s 4-level programme evaluation (Kirkpatri…”
BackgroundMethodAl‐Jumaili, A. A., Abbood, S. K., Abbas, A. N., et al. (2021) · Saudi Pharmaceutical Journal · doi:10.1016/j.jsps.2021.09.003 · Cited by 7
“The Systems Engineering Initiative for Patient Safety (SEIPS) model was developed in 2006 to assess the effect of the work sys-tem on health outcomes (Al-Jumaili and Doucette, 2018; Carayon et al., 2006).”
Scheer, E. R., Atweh, J. A., Arora, J., Thompson, E., Murray, J., Sellers, E., Srinivasan, D., & Valdez, R. S. (2024) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/10711813241275507 · Cited by 7
“Work system components include people, tasks, tools/technology, organizational factors, physical environment factors, and macro-level external environment factors (Carayon et al., 2006; Holden et al., 2013).”
Overcoming Resistance to Big Data and Operational Changes Through Interactive Data Visualization
Phillips-Wren, G. E., & McKniff, S. (2020) · Big Data · doi:10.1089/big.2020.0056 · Cited by 9
“12,23,24 Visualization can be an effective way to communicate and influence decision-making.”
Yan, M., Or, C. K., Xie, Z., & Liu, H. (2023) · International Journal of Industrial Ergonomics · doi:10.1016/j.ergon.2023.103509 · Cited by 7
Technology-Mediated Communication between Patients and Primary Care Clinicians and Staff
Wooldridge, A. R., Carayon, P., Hoonakker, P., Musa, A. J., & Bain, P. A. (2016) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/1541931213601128 · Cited by 6
“Clarifying the process for managing secure messages is part of the sociotechnical systems approach (Carayon et al., 2006; Walker & Carayon, 2009).”
BackgroundSelf-citationHwang, J., Kim, S. W., & Park, H. (2021) · Journal of Patient Safety · doi:10.1097/pts.0000000000000866 · Cited by 7
Application of Computer Simulation Modeling to Medication Administration Process Redesign
Huynh, N., Snyder, R. A., Vidal, J. M., et al. (2012) · Journal of Healthcare Engineering · doi:10.1260/2040-2295.3.4.649 · Cited by 7
Multiple outcome interactions in healthcare systems: a participatory outcome mapping approach
Landa-Avila, C., Escobar-Tello, C., Jun, G. T., & Cain, R. L. (2021) · Ergonomics · doi:10.1080/00140139.2021.1961018 · Cited by 8
“SEIPS is a healthcare model that aims to integrate HFE for quality and care improvements (Carayon et al. 2006).”
BackgroundBugeja, S. J., Stewart, D. C., Strath, A., & Vosper, H. (2019) · Research in Social and Administrative Pharmacy · doi:10.1016/j.sapharm.2019.08.009 · Cited by 7
Knobloch, M. J., Musuuza, J., McKinley, L. L., Zimbric, M. L., Baubie, K., Hundt, A. S., Carayon, P., Hagle, M. E., Pfeiffer, C. D., Galea, M., et al. (2020) · American Journal of Infection Control · doi:10.1016/j.ajic.2020.12.012 · Cited by 8
Self-citationHøyland, S. A., Holte, K. A., Gjerstad, B., et al. (2023) · SAGE Open · doi:10.1177/21582440231199315 · Cited by 7
“The constellation of elements in the work system affects different processes (e.g., the use of the Da Vinci robot) that in turn influence different outcomes related to patients, the employees, and the organization (Carayon et al., 2006).”
BackgroundMethodInfluentialBowie, P., Price, J., Hepworth, N., Dinwoodie, M., & McKay, J. (2015) · BMJ Open · doi:10.1136/bmjopen-2015-008968 · Cited by 7
Realyvásquez-Vargas, A., Maldonado-Macías, A. A., & García-Alcaráz, J. L. (2018) · Ingeniería e Investigación · doi:10.15446/ing.investig.v38n2.65202 · Cited by 7
“This questionnaire was based on the Systems Engineering Initiative for Patient Safety (SEIPS) model, since its flexibility allows its application in all kinds of work systems (Carayon et al., 2006; Carayon et al., 2014).”
BackgroundMethodInfluentialEvaluating the appropriateness of clinical decision support alerts: A case study
Olakotan, O. O., & Yusof, M. M. (2020) · Journal of Evaluation in Clinical Practice · doi:10.1111/jep.13488 · Cited by 11
A Human Factors Approach for Root Cause Analysis: A Case of Duplicate Medical Record Number
Khunlertkit, A., & Paine, L. A. (2015) · Proceedings of the International Symposium on Human Factors and Ergonomics in Health Care · doi:10.1177/2327857915041022 · Cited by 6
“We deployed the Systems Engineering Initiative for Patient Safety (SEIPS) (Carayon et al., 2006) as a guiding framework to investigate potential system issues in the patient registration process, in particular the issues associated with the failure to find existing patients in the HIT.”
MethodInfluentialKwan, W.-M., Mok, C. K., Kwok, Y.-T., et al. (2021) · International Journal for Quality in Health Care · doi:10.1093/intqhc/mzab042 · Cited by 7
“The Systems Engineering Initiative for Patient Safety (SEIPS) model, consisted of five main domains namely organization, person, tasks, technologies and tools, and environment, is a renowned tool which adopts human factors principles and offers a comprehensive conceptual framework in facilitating hospital management t…”
BackgroundThe Balance Concept Revisited: Finding Balance to Reduce Stress in a Frantic World of IT
Carayon, P., & Smith, M. J. (2014) · Springer eBooks · doi:10.1007/978-94-017-8854-0_7 · Cited by 7
Self-citationYulisnawati, Zulfendri, & Nasution, S. S. (2020) · Britain International of Exact Sciences (BIoEx) Journal · doi:10.33258/bioex.v2i1.100 · Cited by 7
Where should patient safety be installed?
Sine, D. M., & Paull, D. E. (2017) · Journal of Healthcare Risk Management · doi:10.1002/jhrm.21285 · Cited by 7
From the Indicators of General Comment No. 7 to GlobalChild
Vaghri, Z., Krappmann, L., & Doek, J. (2019) · The International Journal of Children s Rights · doi:10.1163/15718182-02704009 · Cited by 10
“Researchers warn against misinterpreting correlations as causal relationships (Carayon et al., 2006).”
BackgroundShire, M. I., Jun, G. T., Moon, S., et al. (2018) · IISE Transactions on Occupational Ergonomics and Human Factors · doi:10.1080/24725838.2018.1555563 · Cited by 7
“The SD address limitations of conceptual system models, such as the Systems Engineering Initiative for Patient Safety (SEIPS; Carayon et al., 2006), by simulating the critical elements quantitatively within the system and thereby allowing the behavior of the system (and its subsystems) to be both represented and simul…”
MethodHolte, K. A., Follo, G., Kjestveit, K., et al. (2018) · Advances in intelligent systems and computing · doi:10.1007/978-3-319-96068-5_45 · Cited by 7
Modeling anesthesia medication delivery using the SEIPS 101 tools
DeForest, E., Catchpole, K., Lusk, C., et al. (2025) · Applied Ergonomics · doi:10.1016/j.apergo.2025.104555 · Cited by 7
“…assistant compiled and systematically organized the observation data, notes, interviews, and a literature evidence base including the SEIPS model (Carayon et al., 2006), SEIPS 2.0 model (Holden et al., 2013), SEIPS 3.0 model (Carayon et al., 2020), and SEIPS 101 tools (Holden and Carayon, 2021)…”
InfluentialCauses and Effects of Introducing Surgery Safety Checklist: A Review
Lorkowski, J., Maciejowska-Wilcock, I., & Pokorski, M. (2021) · Advances in experimental medicine and biology · doi:10.1007/5584_2021_631 · Cited by 7
Simulation Enhances Safety Evaluation in the Design of New Healthcare Facilities
Colman, N., Dalpiaz, A., & Hebbar, K. (2020) · Current Treatment Options in Pediatrics · doi:10.1007/s40746-020-00202-7 · Cited by 7
Ai, A., Anderson, L., Safdar, N., et al. (2020) · Infection Control and Hospital Epidemiology · doi:10.1017/ice.2020.13 · Cited by 7
Shannon, E. M., Mueller, S. K., & Schnipper, J. L. (2023) · ACI Open · doi:10.1055/s-0043-1775970 · Cited by 7
“(Reproduced with permission of Carayon et al. 39 ) eral feedback impressions of intervention components were categorized as “ positive, ” “ neutral, ” and “ negative.”
BackgroundHealthcare Customer Relationship Management: Marketing Process Deliverable Approach
Marcu, R., & Popescu, D. A. (2020) · Studies in Informatics and Control · doi:10.24846/v29i3y202006 · Cited by 7
“…process is modelled from the perspective of the healthcare provider which focuses on the patient well-being while following System Engineering Initiative for Patient Safety (SEIPS) framework in terms of data, processes and deliverables guidelines (Holden et al., 2013; Carayon et al., 2006).”
MethodNew challenges for patient safety
Lachman, P. I. (2019) · International Journal for Quality in Health Care · doi:10.1093/intqhc/mzz010 · Cited by 6
Nascimento, A. (2009) · HAL · Cited by 6
A SEIPS-Based Analysis to Understand Safety Culture During Postpartum Hemorrhage
Hale-Lopez, K. L., Saenz, M. M., Verma, N., Chakravarthy, S., Ebert-Allen, R. A., Bond, W. F., & Wooldridge, A. R. (2025) · Healthcare · doi:10.3390/healthcare13050499 · Cited by 6
“In this study, we use the work system model from macroergonomics [33–35], which is embedded in the Systems Engineering Initiative for Patient Safety (SEIPS) model [36–39].”
Assessment of patient safety management system in ICU
Marzban, S., Maleki, M., Pour, A. A. N., et al. (2013) · The Journal of Qazvin University of Medical Sciences · Cited by 6
Systems Design Perspective of Healthcare Provision in Humanitarian Aid
Santos, A. L. R., & Wauben, L. S. G. L. (2014) · FormAkademisk - forskningstidsskrift for design og designdidaktikk · doi:10.7577/formakademisk.790 · Cited by 6
“the use of participatory techniques and specific organization models to structure inquiry), (Carayon et al., 2006; Clarkson et al., 2003; Mittermeyer et al., 2011; Waterson, 2009).”
BackgroundMethodInfluentialGuidelines in Practice: Team Communication
Speth, J. (2024) · AORN Journal · doi:10.1002/aorn.14161 · Cited by 6
When the Injured Nurse Returns to Work: An Institutional Ethnography
Clune, L. A. (2011) · TSpace (University of Toronto) · Cited by 6
The impact of including a medication review in an integrated care pathway: A pilot study
Payen, A., Godard‐Sebillotte, C., Sourial, N., Soula, J., Verloop, D., Defebvre, M.-M., Dupont, C., Dambre, D., Lamer, A., & Beuscart, J. (2022) · British Journal of Clinical Pharmacology · doi:10.1111/bcp.15543 · Cited by 6
Lee, A., Torkamani‐Azar, M., Zheng, B., & Bednarik, R. (2023) · Journal of Multidisciplinary Healthcare · doi:10.2147/jmdh.s401325 · Cited by 6
“Therefore, to maximize the benefits of the new interventions on the surgical outcomes, it is critical to understand the dynamic interactions between stressors in designing and developing technologies in the OR.(15,74,80,172) This effort is fundamental to build a safe and efficient ecosystem in the OR and should be con…”
BackgroundSystems thinking and designerly tools for medical device design in engineering curricula
Schoepen, M., Vansteenkiste, E., Gersem, W. D., et al. (2022) · Health Systems · doi:10.1080/20476965.2022.2072778 · Cited by 6
“Frameworks such as Systems Engineering Initiative for Patient Safety (SEIPS) have contributed in enhancing patient safety in a holistic manner (Carayon et al., 2006).”
BackgroundEssential processes of successful trauma systems: template for analysis of trauma systems
Gregory, J. S., Walker, C., Young, K., et al. (2018) · Journal of Emergency and Critical Care Medicine · doi:10.21037/jeccm.2018.02.05 · Cited by 6
“Processes have outcomes while Systems are composed of processes that result in an effect (58,59).”
BackgroundHekman, D. J., Cochran, A. L., Maru, A., Barton, H. J., Shah, M. N., Wiegmann, D. A., Smith, M. A., Liao, F., & Patterson, B. W. (2023) · JMIR Research Protocols · doi:10.2196/48128 · Cited by 6
Self-citationAn Analysis Of The Work System Framework For Examining Information Exchange In A Healthcare Setting
Johnsen, H. M., Fruhling, A., & Fossum, M. (2016) · Communications of the Association for Information Systems · doi:10.17705/1cais.03905 · Cited by 6
“In the process of health information exchange, the participants need to manage and use information and technology (Carayon et al., 2006; Georgiou et al., 2013).”
BackgroundClinicians Report Barriers and Facilitators to High-Quality Ambulatory Oncology Care
Lafferty, M., Manojlovich, M., Griggs, J. J., Wright, N., Harrod, M., & Friese, C. R. (2020) · Cancer Nursing · doi:10.1097/ncc.0000000000000832 · Cited by 8
Antimicrobial Stewardship (AMS) During COVID-19: Eyes and Ears on the AMS Team
Dort, B. A. V., Penm, J. H.-D., Ritchie, A., Gray, T. J., Ronnachit, A., & Baysari, M. T. (2023) · Studies in health technology and informatics · doi:10.3233/shti230370 · Cited by 6
Improving Employment Outcomes of Breast Cancer Survivors
Sesto, M. E., Wachowiak, R., Tevaarwerk, A., Faatin, M., Heidrich, S. M., & Wiegmann, D. A. (2011) · Proceedings of the Human Factors and Ergonomics Society Annual Meeting · doi:10.1177/1071181311551277 · Cited by 6
“The conceptual framework of the WISE (Figure 1) is based on the Systems Engineering Initiative to Improve Patient Safety and Outcomes (SEIPS) work system model (Carayon et al., 2006).”
MethodEdwards, G. F., Zagarese, V., Jesso, S. T., Jesso, M. N., Harden, S. M., & Parker, S. H. (2023) · Frontiers in Health Services · doi:10.3389/frhs.2022.981450 · Cited by 8
Biomedical Informatics Training at the University of Wisconsin-Madison
Pape, L., Page, C. D., SHAVLIK, J. W., et al. (2007) · Yearbook of Medical Informatics · doi:10.1055/s-0038-1638539 · Cited by 6
Self-citationGudzune, K. A., Jerome, G. J., Dalcin, A., Gao, R., Mace, E., Fink, T., Minahan, E., Yuan, C. T., Xie, A., Goldsholl, S., et al. (2023) · Obesity Science & Practice · doi:10.1002/osp4.690 · Cited by 4
“34 Challenges experienced across PRP sites during the ACHIEVE trial were identified along with strategies to address these challenges by engaging research team members.”
MethodFaiola, A. J., Boston-Clay, C. N., Jones, J., Downey, M., & Newlon, C. M. (2012) · IUScholarWorks (Indiana University) · Cited by 6
Tabibzadeh, M., & Patel, Z. (2021) · Journal of Patient Safety and Risk Management · doi:10.1177/25160435211044608 · Cited by 6
Elmontsri, M., Banarsee, R., & Majeed, A. (2017) · BMJ Open · doi:10.1136/bmjopen-2016-014770 · Cited by 7
“One of the models that encourage a systems approach to patient safety is the System Engineering Initiative for Patient Safety (SEIPS) model.(6) The SEIPS model was constructed based on health systems in high-income countries and puts much emphasis on the role of technology as part of the work system components.”
MethodInfection control practices in Jimma, Ethiopia
Kenzie, M., Safdar, N., Abdissa, A., et al. (2019) · International journal of infection control · doi:10.3396/ijic.v15i3.010.19 · Cited by 6
Blijleven, V., Jaspers, M., Wetzels, M., et al. (2016) · IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) · doi:10.1109/bhi.2016.7455898 · Cited by 6
Pharmacists’ knowledge and interest in developing counseling skills relating to oral contraceptives
Amin, M. E. K. (2016) · International Journal of Clinical Pharmacy · doi:10.1007/s11096-016-0264-y · Cited by 6
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Magerøy, M. R., Macrae, C., Braut, G. S., et al. (2024) · Frontiers in Health Services · doi:10.3389/frhs.2024.1275743 · Cited by 6
“Patient outcomes in the SEIPS model are focused on issues related to patient safety or quality of care, while employee or organizational outcomes emphasizes job satisfaction, job stress and burnout, employee safety and health, turnover and pro fi tability (15, 16).”
BackgroundMethodTevaarwerk, A. J., Zhang, X., Haine, J. E., et al. (2021) · Journal of Cancer Education · doi:10.1007/s13187-021-02008-z · Cited by 6
College students and patient work: Health information management by emerging young adults
Smith, C. A., & Masters, P. R. (2022) · Library & Information Science Research · doi:10.1016/j.lisr.2022.101216 · Cited by 6
Wöhl, M., Gimpel, H., Meindl, O., Ostgathe, C., Peuten, S., Schneider, W., & Steigleder, T. (2024) · Business & Information Systems Engineering · doi:10.1007/s12599-024-00897-0 · Cited by 6
“While some degree of documentation is inevitable, the status quo in many health systems has numerous inefficiencies (Carayon et al. 2006).”
Fuselli, T., Raven, A., Milloy, S. L., et al. (2021) · HERD Health Environments Research & Design Journal · doi:10.1177/19375867211066933 · Cited by 6
“…of both human factors and simulation teams (through planning, needs assessment, implementation, and evaluation methodologies) helped gained a deeper understanding of the work system (technology, tasks, processes, organization, persons, and the internal environment; Carayon et al., 2006).”
BackgroundMethodInfluentialRespiratory Practices in the Long-term Care Setting: A Human Factors–Based Risk Analysis
Katz, M. J., Osei, P., Vignesh, A., et al. (2019) · Journal of the American Medical Directors Association · doi:10.1016/j.jamda.2019.10.015 · Cited by 6
Self-citationMosaly, P. R., Adams, R., Tracton, G. S., Dooley, J., Adapa, K., Nuamah, J. K., Marks, L. B., & Mazur, L. M. (2020) · Practical Radiation Oncology · doi:10.1016/j.prro.2020.07.002 · Cited by 6
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“1 Designing to support PHIM in context—The variable environment of the home can be understood as a complex sociotechnical system (STS) (Carayon et al., 2006; Holden et al., 2013; Holden, Schubert, & Mickelson, 2015; Unruh & Pratt, 2007).”
BackgroundInfluentialWec, A., Gleason, K. T., Peereboom, D., Gamper, M. J., Rathakrishnan, S., & Wolff, J. L. (2025) · JAMIA Open · doi:10.1093/jamiaopen/ooaf087 · Cited by 5
“…articles was extracted and populated in a data extraction tool within Microsoft Excel, the format of which was organized by domains drawn from the System Engineering Initiative for Patient Safety SEIPS 2.0 framework (Figure 2), 31,32 which include the work system, work process, and work outcomes.”
InfluentialWard-based in situ simulation: lessons learnt from a UK District General Hospital
Schwartze, J. T., Das, S., Suggitt, D., Baxter, J., Tunstall, S., Ronan, N., Stannard, H., Rezgui, A., Jafar, W., & Baxter, D. N. (2024) · BMJ Open Quality · doi:10.1136/bmjoq-2023-002571 · Cited by 6
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Leading Quality and Safety on the Frontline – A Case Study of Department Leaders in Nursing Homes
Magerøy, M. R., Braut, G. S., Macrae, C., Clay‐Williams, R., Braithwaite, J., & Wiig, S. (2024) · Journal of Healthcare Leadership · doi:10.2147/jhl.s454109 · Cited by 6
Visualization of health information within immersive virtual reality environments
Ferguson, A., Goldsmith, D. M., & Brennan, P. F. (2023) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocad103 · Cited by 6
Self-citationHigham, H., Morgan, L. J., Cooper, C., Marshall, J. L., Mawer, A., Jackson, S., Ramon, R. L., Hughes, E., Richards, D. B., McShane, H., et al. (2023) · British Journal of Clinical Pharmacology · doi:10.1111/bcp.15949 · Cited by 6
“Note : These have been categorized using a SEIPS PETT scan.”
BackgroundMethodInfluentialKeating, J. A., Obasi, C. N., McKinley, L. L., Musuuza, J., Knobloch, M. J., Crnich, C. J., Evans, C. T., Evans, M. E., Livorsi, D. J., Morgan, D. J., et al. (2018) · Infection Control and Hospital Epidemiology · doi:10.1017/ice.2018.27 · Cited by 6
Medical error in the hospice setting: exploring the perspectives of management staff
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“…can conceptualize the home as a complex work system in which system components (e.g. physical environment) interact to produce outcomes (e.g. patient health), and these outcomes feed back into the work system and influence the future state of the system (Carayon et al., 2006; Holden et al., 2013).”
BackgroundAssociation of the COVID-19 Pandemic on Employment Status Change for Practicing Pharmacists
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“HFE is a systems engineering approach to discover and address the “fit” of interactions of work system components, including the human, technology, environment, task and organization.(10) HFE can also address system barriers and unintended consequences in the healthcare work systems, and eventually improve the healthc…”
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“Another theory that attracted a lot of attention among researchers and various models, such as the SEIPS model [15], originated from it is the balance theory of job design.”
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Revealing complex interdependencies in surgical instrument reprocessing using SEIPS 101 tools
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Kitchen ergonomics in health and healthcare: A rapid scoping review
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“The third local goal was not an objective of the research but something we wanted to support participants in, should they choose to do so.”
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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
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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