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digital.ahrq.gov/sites/default/files/docs/citation/r21hs028563-final-report-galarraga-2023.pdf
January 01, 2023 - Factors Associated with Emergency Department Return Among COVID-19 Patients - Final Report
1
Factors … grant was to (Aim 1) iteratively develop a concept map using mixed methods to
identify predictive factors … These factors were then used to inform (Aim 2) the
development and evaluation of ML algorithms predictive … The most frequently reported perceived risk factors for COVID-
19 ED return included social factors ( … (Under Review)
Perceived factors associated with COVID-19 ED returns.
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/shea-cm-halladay-jr
January 01, 2023 - The specific aim of this study was to explore factors that providers consider when assessing the value … RESULTS: The primary factors providers considered when assessing value added were whether the HRQL information … Objective
To explore factors that primary care providers consider when assessing the value added of
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digital.ahrq.gov/ahrq-funded-projects/open-act-tracking-health-care-team-response-ehr-asynchronous-alerts
January 01, 2023 - This followup project was funded to identify factors related to timely opening of alerts, describe the … The specific aims of the project were as follows:
Identify contextual factors, types of alerts, and … Identify contextual factors, types of alerts, and characteristics of providers, patients, and hospital … They performed bivariate and multivariate analyses calculating associations between various factors,
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digital.ahrq.gov/ahrq-funded-projects/patient-centered-outcomes-research-clinical-decision-support-prototype/citation/implementation-guide
January 01, 2022 - Factors to consider in managing chronic pain: a pain management summary - implementation guide. … Factors to consider in managing chronic pain: a pain management summary - implementation guide.
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digital.ahrq.gov/sites/default/files/docs/citation/AppendixB_HIT_Hazard_Manager_Beta_Test.pdf
May 23, 2013 - safeguard
• Inadequate clinical content
• Inappropriate level of automation
• Other
Contributing Factors … Communication
○ supervisor to staff
○ among team members
○ staff to patient or family
• Human Factors … ○ Fatigue
○ stress
○ inattention
○ cognitive factors
○ health issues
2
Hazard Manager … Common Formats
Vendor Factors
• Sub-optimal interfaces between applications and devices
• Faulty … • Other
HIT Contributing Factors
• Security, virus or other malware
• Incompatibility between
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digital.ahrq.gov/sites/default/files/docs/publication/action-cp-cds-training.pdf
February 15, 2008 - fall )
Continue to screen for
development of Risk Factors
Focused Fall Risk
Assessment … Special conditions & fall/injury risk
factors are identified during assessment. … Reviewing the Care Plan Status: Interventions
The empty icon indicates the patient has risk factors … Example: Patient has Fall risks,
Special Conditions and Injury
Risk Factors
X
X
X
X
X … Drowsy
Injury Risk Factors
• Osteoporosis
• Metastatic bone disease
• Bleeding problems
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digital.ahrq.gov/ahrq-funded-projects/patient-centered-outcomes-research-clinical-decision-support-prototype/citation/pilot-final-report
January 01, 2022 - Factors to Consider in Managing Chronic Pain: a Pain Management Summary - CDS Connect Pilot Final Report … Factors to Consider in Managing Chronic Pain: a Pain Management Summary - CDS Connect Pilot Final Report
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digital.ahrq.gov/ahrq-funded-projects/patient-centered-outcomes-research-clinical-decision-support-prototype/citation/cds-artifact-enhancement
January 01, 2022 - Factors to consider in managing chronic pain: a pain management summary - CDS artifact enhancement based … Factors to consider in managing chronic pain: a pain management summary - CDS artifact enhancement based
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digital.ahrq.gov/health-it-tools-and-resources/workflow-assessment-health-it-toolkit/research/andre-b-et-al-2008
January 01, 2008 - challenges to the introduction of computer technology in health care and to identify what kinds of factors … The dual needs to both assess and change attitudes were identified as crucial factors in allowing for … challenges to the introduction of computer technology in health care and to identify what kinds of factors
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digital.ahrq.gov/sites/default/files/docs/publication/r36hs023349-islam-final-report-2015.pdf
January 01, 2015 - Factors not relevant to medical care were removed. … These themes included several associated
factors. … Factors
Patient Complexity-Contributing Factors
Unclear goals Poly-pharmacy
Large number of … factors. … Future
studies are needed to elicit these factors.
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digital.ahrq.gov/sites/default/files/docs/publication/Parisetal_HFES2008.pdf
January 01, 2008 - An in-depth
analysis of 101 (32%) events for late first-dose antibiotic identifies multiple factors … on event
descriptions and related or causal factors recorded by the nurse
data collectors. … Some events had multiple
contributing factors. … Multiple factors
may be present in any given antibiotic event and influence
administration. … Human factors of complex
sociotechnical systems. Applied Ergonomics, 37:
525-535.
4.
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digital.ahrq.gov/ahrq-funded-projects/evaluation-ahrqs-time-pressure-ulcer-program
January 01, 2023 - data elements that can be integrated into everyday practice, actionable reports of resident fall risk factors … Develop an evidence-based systems approach for identifying, managing, and monitoring multiple risk factors … documentation data elements, actionable reports, and tracking tools to address residents’ fall risk factors
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digital.ahrq.gov/ahrq-funded-projects/decision-making-and-clinical-work-test-result-followup-health-information
January 01, 2023 - Staff/Clinician
Type of Care
Family Medicine
Health Care Theme
Human Factors … Guided by a human factors-based conceptual model, this project conducted cognitive task-analysis among … The specific aims of the project were as follows:
Understand the cognitive factors that affect the … Conduct prospective risk assessments to characterize socio-technical contextual factors that present … The project team found that a broad range of socio-technical factors may lead to delays in abnormal test
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digital.ahrq.gov/sites/default/files/docs/citation/AppendixF_HIT_Hazard_Manager_Beta_Test.pdf
May 23, 2013 - ”
User bypassed alert or did not follow
process 6
“Other Organizational Factors” Order review/handoff … communication 1
“Other Organizational Factors”
Physicians pressured to close encounters
same day … 1
“Other Organizational Factors” Multiple sources of patient data 1
“Other Organizational Factors … Factors”
Poor coordination with house staff
scheduling 1
“Other Organizational Factors” Poor connection … to a wall 1
“Other Organizational Factors”
Unclear feedback to user on what would
happen 1
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digital.ahrq.gov/sites/default/files/docs/citation/AppendixD_HIT_Hazard_Manager_Beta_Test.pdf
May 23, 2013 - Factors Risk 99
Production Use Other Org. … Factors Actual 46
2
What is the relationship between “Impact” options and “Causation” categories … Factors
Faulty
Design
22%
(n=111)
10%
(n=49)
4%
(n=21)
5%
(n=25)
3%
(n=17)
1%
(n … Factors
Unforced
User Error
4.4%
(n=22)
1.8%
(n=9)
2.4%
(n=12)
1.8%
(n=9)
1%
(n=5) … The
table below displays the most frequently selected Organizational and Usability causation factors
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digital.ahrq.gov/health-it-tools-and-resources/health-it-costs-and-benefits-database/us-adoption-computerized-0
Purpose of Study: To determine factors associated with hospital adoption of CPOE systems Years of study … : 2003-2004 Study Design: Cross Sectional Outcomes: Factors predicting hospital adoption of CPOE systems … hospital ownership and non-teaching hospital status were associated with decreased rates of adoption Factors … Associated with Adoption: Factors associated with CPOE adoption included ownership status, teaching
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digital.ahrq.gov/sites/default/files/docs/citation/implementation-guide.pdf
December 01, 2018 - Implementation Guide: Factors to Consider in Managing Chronic Pain: A Pain Management Summary … Implementation Guide
Factors to … Factors to Consider in Managing Chronic Pain: A Pain
Management Summary. Implementation Guide. … Consider
the factors below when using this CDS summary:
1. … Risk Factors and Assessments
• tMost Recent MME: Flag if MME is greater than or equal to 50.
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digital.ahrq.gov/ahrq-funded-projects/medication-monitoring-vulnerable-populations-information-technology-mmiti/annual-summary/2010
January 01, 2010 - The project also evaluated the relationship between contextual factors (teamwork and safety climate at … Explore factors that influence accuracy of EHR-derived measures. ( Achieved )
Develop and implement … Patient-related factors may include aversion to needle sticks, cost, or logistical barriers. … Provider-related factors may include a lack of awareness that medication monitoring is indicated, or … System-related factors may include technological inadequacies that make identification of patients in
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digital.ahrq.gov/sites/default/files/docs/SocioTechnical_Resources.pdf
March 28, 2007 - Human Factors,
49(2), 257-276.
Hallock, M. L., Alper, S. J., and Karsh, B. (2006). … Human Factors Engineering
Carayon P. … Human factors and ergonomics in health care and patient safety. In: Carayon
P, ed. … Handbook of Human Factors and Ergonomics in Patient Safety (pp. 393-
410). … Human Factors, 48(1),
48-58.
Tamuz M, Harrison MI.
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digital.ahrq.gov/events/national-web-conference-factors-contributing-use-hie-health-care-organizations
March 16, 2016 - A National Web Conference on the Factors Contributing to the Use of Health Information Exchange (HIE)