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AHRQ Research Studies
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Research Studies is a monthly compilation of research articles funded by AHRQ or authored by AHRQ researchers and recently published in journals or newsletters.
Results
1 to 25 of 177 Research Studies DisplayedPowell KR, Winkler AE, Liu J
A mixed-methods analysis of telehealth implementation in nursing homes amidst the COVID-19 pandemic.
The objective of this study was to investigate the implementation of telehealth in nursing homes during the COVID-19 pandemic. Researchers conducted a secondary analysis of data from a national survey of nursing home administrative leaders using six survey questions and semi-structured interviews. Their conclusions indicate that training, restructuring teams and tasks, and adaptation of work processes to support communication could improve usability and sustainability of telehealth in nursing homes.
AHRQ-funded; HS02249.
Citation: Powell KR, Winkler AE, Liu J .
A mixed-methods analysis of telehealth implementation in nursing homes amidst the COVID-19 pandemic.
J Am Geriatr Soc 2022 Dec;70(12):3493-502. doi: 10.1111/jgs.18020..
Keywords: COVID-19, Elderly, Telehealth, Health Information Technology (HIT), Nursing Homes, Implementation
Lewis CC, Klasnja P, Lyon AR
The mechanics of implementation strategies and measures: advancing the study of implementation mechanisms.
The purpose of this project is to identify strategy-mechanism linkages, develop causal models for mechanism evaluation, produce measures needed to evaluate such linkages, and make these models, methods, and measures available in a user-friendly website. The study reports that once strategy-mechanism linkages are identified, implementation scientists can utilize the resulting searchable database to create customized implementation strategies and generate stronger evidence about which strategies work best in which situations. Additionally, providers will be able to choose implementation strategies that best address their specific implementation challenges. The researchers concluded that new possibilities in implementation strategy development, optimization, evaluation, and deployment are anticipated to be more achievable as a result of this research, which can lead to improved implementation of evidence-based interventions and related improvements in patient outcomes.
AHRQ-funded; HS025632.
Citation: Lewis CC, Klasnja P, Lyon AR .
The mechanics of implementation strategies and measures: advancing the study of implementation mechanisms.
Implement Sci Commun 2022 Oct 22;3(1):114. doi: 10.1186/s43058-022-00358-3..
Keywords: Implementation
Pestka DL, Paterson NL, Brummel AR
Barriers and facilitators to implementing pharmacist-provided comprehensive medication management in primary care transformation.
The objective of this study was to identify barriers and facilitators when integrating pharmacist-provided comprehensive medication management (CMM) services into a health system's team-based primary care transformation (PCT) using the Consolidated Framework for Implementation Research. Findings showed that identifying and addressing implementation barriers and facilitators early during PCT rollout was critical to the success of team-based services such as CMM and becoming a learning health system. Further, clinical pharmacists providing CMM represented a valuable interdisciplinary care team member who can help to improve healthcare quality and access to primary care.
AHRQ-funded; HS026379.
Citation: Pestka DL, Paterson NL, Brummel AR .
Barriers and facilitators to implementing pharmacist-provided comprehensive medication management in primary care transformation.
Am J Health Syst Pharm 2022 Jul 22;79(15):1255-65. doi: 10.1093/ajhp/zxac104..
Keywords: Medication, Provider: Pharmacist, Primary Care, Implementation, Practice Improvement
Hinson JS, Klein E, Smith A
Multisite implementation of a workflow-integrated machine learning system to optimize COVID-19 hospital admission decisions.
This study’s objective was to develop, implement, and evaluate an electronic health record (EHR) embedded clinical decision support (CDS) system that leveraged machine learning (ML) to estimate short-term risk for clinical deterioration in patients with or under investigation for COVID-19. The system translates model-generated risk for critical care needs within 24 hours and inpatient care needs within 72 hours into rapidly interpretable COVID-19 Deterioration Risk Levels made viewable within ED clinician workflow. A retrospective cohort of 21,452 ED patients who visited one of five ED study sites was used to derive ML models and were prospectively validated in 15,670 ED visits that occurred before (n = 4322) or after (n = 11,348) CDS implementation. Model performance and numerous patient-oriented outcomes including in-hospital mortality were measured across study periods. ML model performance was excellent under all conditions. AUC ranged from 0.85 to 0.91 for prediction of critical care needs and 0.80-0.90 for inpatient care needs. Total mortality was unchanged across study periods but was reduced among high-risk patients after the implementation.
AHRQ-funded; HS026640.
Citation: Hinson JS, Klein E, Smith A .
Multisite implementation of a workflow-integrated machine learning system to optimize COVID-19 hospital admission decisions.
NPJ Digit Med 2022 Jul 16;5(1):94. doi: 10.1038/s41746-022-00646-1..
Keywords: COVID-19, Clinical Decision Support (CDS), Health Information Technology (HIT), Implementation, Electronic Health Records (EHRs), Emergency Department, Decision Making
Wyse JJ, Mackey K, Lovejoy TI
Expanding access to medications for opioid use disorder through locally-initiated implementation.
The purpose of this study was to identify and describe locally- and internally-developed approaches to improve patient access to medication treatment for opioid use disorder (MOUD). The researchers utilized the Consolidated Framework for Implementation Research (CFIR) to guide qualitative interviews and ethnographic observations to examine the planning, design, and implementation of a locally-initiated process to expand access to MOUD. The study found that a self-appointed local team successfully developed and implemented a Primary Care-based Buprenorphine Clinic and E-Consult Service to expand access to MOUD to patients across the health care system, including national and local policy changes, identifying appropriate and widely supported models of care delivery and consultation, and increasing staff investment in the efforts by including them in collaborative planning and problem-solving. The study concluded that a local team can plan, develop and build new processes of care that are customized to meet local needs and contribute to long-term sustainability in the community.
AHRQ-funded; HS026370.
Citation: Wyse JJ, Mackey K, Lovejoy TI .
Expanding access to medications for opioid use disorder through locally-initiated implementation.
Addict Sci Clin Pract 2022 Jun 20;17(1):32. doi: 10.1186/s13722-022-00312-7..
Keywords: Opioids, Substance Abuse, Behavioral Health, Medication, Access to Care, Practice Patterns, Implementation
Petragallo R, Bardach N, Ramirez E
Barriers and facilitators to clinical implementation of radiotherapy treatment planning automation: a survey study of medical dosimetrists.
Researchers examined the barriers and facilitators to adoption of commercially available automated planning tools into the clinical workflow using a survey of medical dosimetrists. Through surveys, three categories of barriers to use of automation were identified. This investigation highlighted several concrete approaches that could potentially increase the translation of automation into the clinic, along with areas of needed research.
AHRQ-funded; HS026486.
Citation: Petragallo R, Bardach N, Ramirez E .
Barriers and facilitators to clinical implementation of radiotherapy treatment planning automation: a survey study of medical dosimetrists.
J Appl Clin Med Phys 2022 May;23(5):e13568. doi: 10.1002/acm2.13568..
Keywords: Treatments, Implementation
Cope EL, Johnson M, Khan M
AHRQ Author: Mistry KB
Contextual factors affecting implementation of pediatric quality improvement programs.
Researchers assessed the role of contextual factors in influencing the efforts of 5 diverse quality improvement projects as part of the Pediatric Quality Measure Program (PQMP) directed by AHRQ. In a mixed methods study, they conducted semistructured interviews, followed by structured worksheets, of 5 PQMP grantees. They found that using a determinant framework, such as the Tailored Implementation for Chronic Diseases, is valuable in facilitating comparisons across heterogeneous projects, allowing identification of key contextual factors influencing the implementation of pediatric quality measures across a diverse range of clinical topics and settings.
AHRQ-authored.
Citation: Cope EL, Johnson M, Khan M .
Contextual factors affecting implementation of pediatric quality improvement programs.
Acad Pediatr 2022 Apr;22(3S):S81-S91. doi: 10.1016/j.acap.2021.08.016..
Keywords: Children/Adolescents, Quality Measures, Quality Improvement, Quality of Care, Implementation
Mistry KB, Sagatov RDF, Schur C
AHRQ Author: Mistry KB, Sagatov RDF
Design and implementation of the Pediatric Quality Measures Program 2.0.
This AHRQ-authored research discusses the design and implementation of the Pediatric Quality Measures Program (PQMP) 2.0. The PQMP was established in response to the Children’s Health Insurance Program Reauthorization Act of 2009. AHRQ and CMS awarded 6 grants to Centers of Excellence (COEs) and a contract to facilitate collaboration and learning across the COEs. The COEs partnered with stakeholders from multiple levels to field test real-world implementation and refinement of pediatric quality measures and quality improvement initiatives. A PQMP Learning Collaborative (PQMP-LC) consisting of AHRQ, CMS, the 6 COEs, and L&M Policy Research, LLC was created to complete literature reviews, conduct key informant interviews, and collect data to develop reports to address the Research Foci. It also aided with development of measure implementation and quality improvement toolkits; conceptualized an implementation science framework, analysis, and roadmap; and facilitated dissemination of learnings and products. The various products created are intended to support the uptake of PQMP measures and inform future pediatric measurement and improvement work.
AHRQ-authored.
Citation: Mistry KB, Sagatov RDF, Schur C .
Design and implementation of the Pediatric Quality Measures Program 2.0.
Acad Pediatr 2022 Apr;22(3s):S59-S64. doi: 10.1016/j.acap.2021.12.021..
Keywords: Children/Adolescents, Medicaid, Children's Health Insurance Program (CHIP), Quality Measures, Quality Improvement, Quality of Care, Implementation
Schnipper JL, Reyes Nieva H, Mallouk M
Effects of a refined evidence-based toolkit and mentored implementation on medication reconciliation at 18 hospitals: results of the MARQUIS2 study.
This study was a follow-up of the first Multicenter Medication Reconciliation Quality Improvement Study (MARQUIS1) that demonstrated mentored implementation of a medication reconciliation best practices toolkit. The toolkit decreased total unintentional medication discrepancies in five hospitals, but results varied by site. The toolkit has been refined with lessons learned and retooled as MARQUIS2. The tool was implemented at 18 North American hospitals or hospital systems from 2016 to 2018, offering 17 system-level and 6-patient-level interventions. One of eight physicians coached each site remotely via monthly calls and one or two site visits. A total of 4947 patients were sampled, with 1229 preimplementation and 3718 postimplementation. A steady decline in medication discrepancy rates were experienced from 2.85 discrepancies per patient down to 0.98 discrepancies. An interrupted time series analysis of the 17 sites showed the intervention was associated with a 5% relative decrease in discrepancies per month.
AHRQ-funded; HS025486; HS023757.
Citation: Schnipper JL, Reyes Nieva H, Mallouk M .
Effects of a refined evidence-based toolkit and mentored implementation on medication reconciliation at 18 hospitals: results of the MARQUIS2 study.
BMJ Qual Saf 2022 Apr;31(4):278-86. doi: 10.1136/bmjqs-2020-012709..
Keywords: Medication, Evidence-Based Practice, Tools & Toolkits, Implementation, Quality Improvement, Quality of Care, Medication: Safety, Patient Safety
Forrest CB, Simpson L, Mistry KB
AHRQ Author: Mistry KB
PQMP Phase 2: implementation and dissemination.
The authors provide an overview of the articles in this supplement concerning the Children’s Health Insurance Program Reauthorization Act Pediatric Quality Measures Program (PQMP). The articles examine the opportunities and challenges associated with the PQMP 2.0 work of the Centers for Excellence and how findings may advance the science for pediatric quality measurement and improvement, and, ultimately, child health outcomes.
AHRQ-authored.
Citation: Forrest CB, Simpson L, Mistry KB .
PQMP Phase 2: implementation and dissemination.
Acad Pediatr 2022 Apr;22(3s):S55-S58. doi: 10.1016/j.acap.2022.01.012..
Keywords: Children/Adolescents, Medicaid, Children's Health Insurance Program (CHIP), Quality Measures, Quality Improvement, Quality of Care, Implementation
Schur C, Johnson M, Doherty J
AHRQ Author: Mistry KB
Real-world considerations for implementing pediatric quality measures: insights from key stakeholders.
This AHRQ-authored paper describes key stakeholder insights focused on measure implementation and increasing the uptake of Pediatric Quality Measures (PQM). The PQMP Learning Collaborative conducted semistructured interviews with 9 key informants (KIs) presenting states, health plans, and other potential end users. The interviews focused on obtaining KIs’ perspectives on 6 research questions focused on assessing the feasibility and usability of PQM and strengthening the connection between measurement and improvement. The KIs uniformly acknowledged the complexity of the issues raised and pinpointed multiple unresolved issues.
AHRQ-authored; AHRQ-funded; 290201400003I.
Citation: Schur C, Johnson M, Doherty J .
Real-world considerations for implementing pediatric quality measures: insights from key stakeholders.
Acad Pediatr 2022 Apr;22(3S):S76-S80. doi: 10.1016/j.acap.2021.04.007..
Keywords: Children/Adolescents, Medicaid, Children's Health Insurance Program (CHIP), Quality Measures, Quality Improvement, Quality of Care, Implementation
Reese TJ, Schlechter CR, Kramer H
Implementing lung cancer screening in primary care: needs assessment and implementation strategy design.
This study explored the implementation of lung cancer screening with low-dose computed tomography (CT) in primary care. The study’s two goals included exploring the implementation of lung cancer screening primary care in the context of integrating a decision aid into the electronic health record and a designing of implementation strategies that target hypothesized mechanics of change and context-specific barriers. The two phases included a Qualitative Analysis phase including semi-structured interviews with primary care physicians to elicit key task behaviors, and an Implementation Strategy Design phase consisting of defining implementation strategies and hypothesizing causal pathways to improve screening with a decision aid. Fourteen interviews were conducted and out of that 3 key task behaviors and four behavioral determinants emerged. Strategies included increasing provider self-efficacy toward performing shared decision making and using the decision aid, improving provider performance expectancy, increasing social influence, and addressing key facilitators to using the decision aid.
AHRQ-funded; HS026198.
Citation: Reese TJ, Schlechter CR, Kramer H .
Implementing lung cancer screening in primary care: needs assessment and implementation strategy design.
Transl Behav Med 2022 Feb 16;12(2):187-97. doi: 10.1093/tbm/ibab115..
Keywords: Cancer: Lung Cancer, Cancer, Primary Care, Screening, Implementation, Decision Making
Katz MJ, Tamma PD, Cosgrove SE
Implementation of an antibiotic stewardship program in long-term care facilities across the US.
The purpose of this study was to determine if AHRQ’s Safety Program for Improving Antibiotic Use was associated with reductions in antibiotic use in long-term care (LTC) facilities in the US. Findings showed that participation in the AHRQ safety program was associated with the development of antibiotic stewardship programs (ASPs) that actively engaged clinical staff in the decision-making processes around antibiotic prescriptions in participating LTC facilities. The reduction in days of antibiotic therapy and starts, which was more pronounced in more engaged facilities, indicated that implementation of this multifaceted program may support successful ASPs in LTC settings.
AHRQ-funded; 233201500020I.
Citation: Katz MJ, Tamma PD, Cosgrove SE .
Implementation of an antibiotic stewardship program in long-term care facilities across the US.
JAMA Netw Open 2022 Feb;5(2):e220181. doi: 10.1001/jamanetworkopen.2022.0181..
Keywords: Elderly, Antimicrobial Stewardship, Antibiotics, Long-Term Care, Medication, Implementation, Patient Safety
Chyr LC, DeGroot L, Waldfogel JM
Implementation and effectiveness of integrating palliative care into ambulatory care of noncancer serious chronic illness: mixed methods review and meta-analysis.
The purpose of this study was to assess the implementation of models for integrating palliative care into ambulatory care for adults with noncancer serious chronic illness. Between January 2000 to May 2020, the researchers reviewed 3 electronic databases and included qualitative, mixed methods studies, and randomized and nonrandomized controlled trial studies. Quantitative analysis included 14 studies of 2,934 US adult patients. The study found that when compared to usual care the models assessed were not more effective for improving patient health-related quality of life (HRQOL) or for patient depressive symptom scores. Qualitative analysis included 5 studies of 146 patients. There was variance in patient preferences for appropriate timing of palliative care; barriers to implementation included costs, additional visits, and travel. The researchers concluded that models were not more effective than usual care for improving HRQOL or depressive symptom scores and may have little to no effect on decreasing overall symptom burden but were more effective for increasing AD documentation.
AHRQ-funded; 2902015000061
Citation: Chyr LC, DeGroot L, Waldfogel JM .
Implementation and effectiveness of integrating palliative care into ambulatory care of noncancer serious chronic illness: mixed methods review and meta-analysis.
Ann Fam Med 2022 Jan-Feb;20(1):77-83. doi: 10.1370/afm.2754..
Keywords: Chronic Conditions, Palliative Care, Implementation, Patient-Centered Healthcare, Quality of Life
Zittleman L, Curcija K, Nease DE
Increasing capacity for treatment of opioid use disorder in rural primary care practices.
Evidence supports treatment for opioid use disorder (OUD) with buprenorphine in primary care practices (PCPs). Barriers that slow implementation of this treatment include inadequately trained staff. This study aimed to increase the number of rural PCPs providing OUD treatment with buprenorphine. This evaluation described the impact of a practice team training on the implementation and delivery of OUD treatment with buprenorphine in PCPs of rural Colorado.
AHRQ-funded; HS025065.
Citation: Zittleman L, Curcija K, Nease DE .
Increasing capacity for treatment of opioid use disorder in rural primary care practices.
Ann Fam Med 2022 Jan-Feb;20(1):18-23. doi: 10.1370/afm.2757..
Keywords: Opioids, Rural Health, Primary Care, Substance Abuse, Behavioral Health, Training, Implementation, Medication
Franklin PD, Bond CP, Rothrock NE
Strategies for effective implementation of patient-reported outcome measures in arthroplasty practice.
This study’s goal was to synthesize patient-reported outcome measure (PROM) implementation strategies that are successfully used by hundreds of arthroplasty surgeons and early PROM-adopter clinical systems. The authors developed guidelines to inform clinical care, drive quality-improvement activities, and support reporting for payer-sponsored incentives. They also outlined future research that is needed to define methods for optimal patient engagement, technology infrastructure, and operational systems to seamlessly integrate PROM collection in clinical care.
AHRQ-funded; HS018910.
Citation: Franklin PD, Bond CP, Rothrock NE .
Strategies for effective implementation of patient-reported outcome measures in arthroplasty practice.
J Bone Joint Surg Am 2021 Dec 15;103(24):e97. doi: 10.2106/jbjs.20.02072..
Keywords: Patient-Centered Outcomes Research, Orthopedics, Quality Improvement, Quality of Care, Evidence-Based Practice, Implementation, Outcomes
Gephart SM, Newnam K, Weiss A
Feasibility and acceptability of a Neonatal Project ECHO (NeoECHO) as a dissemination and implementation strategy to prevent necrotizing enterocolitis.
Investigators examined the feasibility and acceptability of the care tools bundle NeoECHO to disseminate NEC-Zero education and describe the intentions of internal facilitators and clinicians to initiate quality improvement changes. They found that NeoECHO was an acceptable and feasible way to engage under-resourced NICUs and share NEC-Zero evidence and tools. They recommended more research to examine the impact of NeoECHO on care processes and patient outcomes.
AHRQ-funded; HS022908.
Citation: Gephart SM, Newnam K, Weiss A .
Feasibility and acceptability of a Neonatal Project ECHO (NeoECHO) as a dissemination and implementation strategy to prevent necrotizing enterocolitis.
Worldviews Evid Based Nurs 2021 Dec;18(6):361-70. doi: 10.1111/wvn.12529..
Keywords: Newborns/Infants, Quality Improvement, Quality of Care, Neonatal Intensive Care Unit (NICU), Intensive Care Unit (ICU), Implementation
Jonas DE, Barclay C, Grammer D
The STUN (STop UNhealthy) Alcohol Use Now trial: study protocol for an adaptive randomized trial on dissemination and implementation of screening and management of unhealthy alcohol use in primary care.
This paper describes a randomized, controlled trial to evaluate the effect of primary care practice facilitation and telehealth services on evidence-based screening, counseling, and pharmacotherapy for unhealthy alcohol use in primary care practices in North Carolina with 10 or fewer providers. The study will produce important evidence about the effect of practice facilitation on uptake of evidence-based screening, counseling, and pharmacotherapy for unhealthy alcohol use when delivered on a large scale to small and medium-sized practices. The results of this rigorously conducted evaluation are expected to have a positive impact by accelerating the dissemination and implementation of evidence related to unhealthy alcohol use into primary care practices.
AHRQ-funded; HS027078.
Citation: Jonas DE, Barclay C, Grammer D .
The STUN (STop UNhealthy) Alcohol Use Now trial: study protocol for an adaptive randomized trial on dissemination and implementation of screening and management of unhealthy alcohol use in primary care.
Trials 2021 Nov 16;22(1):810. doi: 10.1186/s13063-021-05641-7..
Keywords: Alcohol Use, Substance Abuse, Behavioral Health, Primary Care, Screening, Implementation
Moehring RW, Yarrington ME, Davis AE
Effects of a collaborative, community hospital network for antimicrobial stewardship program implementation.
The authors investigated expertise, data resources, and educational tools to support antimicrobial stewardship programs (ASP) in hospitals. They found that network hospitals increased ASP activities and demonstrated decline in antimicrobial use over the 42-month study period. They concluded that their collaborative, consultative network proved a unique model in which hospitals can access ASP implementation expertise to support long-term program growth.
AHRQ-funded; HS023866.
Citation: Moehring RW, Yarrington ME, Davis AE .
Effects of a collaborative, community hospital network for antimicrobial stewardship program implementation.
Clin Infect Dis 2021 Nov 2;73(9):1656-63. doi: 10.1093/cid/ciab356..
Keywords: Antimicrobial Stewardship, Antibiotics, Hospitals, Implementation, Medication
Bender M, Williams M, Cruz MF
A study protocol to evaluate the implementation and effectiveness of the Clinical Nurse Leader care model in improving quality and safety outcomes.
The authors discuss the Clinical Nurse Leader care model, a Hybrid Type II Implementation-Effectiveness study to evaluate the effect of the care model on standardized quality and safety outcomes and to identify implementation characteristics that are sufficient and necessary to achieve outcomes. Findings are expected to elucidate Registered Nurse's mechanisms of action as organized into frontline models of care and link actions to improved care quality and safety.
AHRQ-funded; HS027181.
Citation: Bender M, Williams M, Cruz MF .
A study protocol to evaluate the implementation and effectiveness of the Clinical Nurse Leader care model in improving quality and safety outcomes.
Nurs Open 2021 Nov;8(6):3688-96. doi: 10.1002/nop2.910..
Keywords: Implementation, Quality Improvement, Quality of Care, Patient Safety, Nursing, Evidence-Based Practice
Pestka DL, Brummel AR, Wong MT
Characterizing the reach of comprehensive medication management in a population health primary care model.
As care teams adopt team-based models of care, it is important to examine the reach of interdisciplinary services, such as pharmacists providing comprehensive medication management (CMM). This study examined the reach of pharmacist-delivered CMM in the first 10 months of a population health-focused primary care transformation (PCT). This study illustrated that pharmacists providing CMM see complex patients with a high propensity for medication therapy problems.
AHRQ-funded; HS026379.
Citation: Pestka DL, Brummel AR, Wong MT .
Characterizing the reach of comprehensive medication management in a population health primary care model.
J Am Coll Clin Pharm 2021 Nov;4(11):1410-19. doi: 10.1002/jac5.1525..
Keywords: Medication, Care Management, Provider: Pharmacist, Implementation
Oberlander T, Scholle SH, Marsteller J
Implementation of patient safety structures and processes in the patient-centered medical home.
This study's objectives were to identify patient-centered medical home (PCMH) standards relevant to patient safety, to construct a measure of patient safety activity implementation, and to examine differences in adoptions of these activities by practice and community characteristics. Findings showed that implementation of patient safety activities varied; the few military practices studied had the highest, and community clinics the lowest, patient safety score, both overall and across specific domains, while other practice and community characteristics were not associated with the patient safety score.
AHRQ-funded; HS024859.
Citation: Oberlander T, Scholle SH, Marsteller J .
Implementation of patient safety structures and processes in the patient-centered medical home.
J Healthc Qual 2021 Nov-Dec;43(6):324-39. doi: 10.1097/jhq.0000000000000312..
Keywords: Patient-Centered Healthcare, Patient Safety, Implementation, Primary Care
Kaderka R, Hild SJ, Bry VN, Kaderka R, Hild SJ, Bry VN, , Hild SJ, Bry VN
Wide-scale clinical implementation of knowledge-based planning: an investigation of workforce efficiency, need for post-automation refinement, and data-driven model maintenance.
Investigators sought to investigate the effect of automated knowledge-based planning (KBP) on real-world clinical workflow efficiency, to assess whether manual refinement of KBP plans improves plan quality across multiple disease sites, and to develop a data-driven method to periodically improve KBP automated planning routines. They found that KBP increased clinical efficiency by significantly reducing planning time. On average, human refinement offered minimal dose improvements over KBP-only plans.
AHRQ-funded; HS025440.
Citation: Kaderka R, Hild SJ, Bry VN, Kaderka R, Hild SJ, Bry VN, , Hild SJ, Bry VN .
Wide-scale clinical implementation of knowledge-based planning: an investigation of workforce efficiency, need for post-automation refinement, and data-driven model maintenance.
Int J Radiat Oncol Biol Phys 2021 Nov 1;111(3):705-15. doi: 10.1016/j.ijrobp.2021.06.028..
Keywords: Workforce, Implementation
Salwei ME, Carayon P, Hoonakker PLT
Workflow integration analysis of a human factors-based clinical decision support in the emergency department.
Numerous challenges with the implementation, acceptance, and use of health IT are related to poor usability and a lack of integration of the technologies into clinical workflow, and have, therefore, limited the potential of these technologies to improve patient safety. In this paper, the investigators propose a definition and conceptual model of health IT workflow integration. Using interviews of 12 emergency department (ED) physicians, they identified 134 excerpts of barriers and facilitators to workflow integration of a human factors (HF)-based clinical decision support (CDS) implemented in the ED.
AHRQ-funded; HS022086.
Citation: Salwei ME, Carayon P, Hoonakker PLT .
Workflow integration analysis of a human factors-based clinical decision support in the emergency department.
Appl Ergon 2021 Nov;97:103498. doi: 10.1016/j.apergo.2021.103498..
Keywords: Emergency Department, Workflow, Clinical Decision Support (CDS), Health Information Technology (HIT), Implementation
Lewis CC, Powell BJ, Brewer SK
Advancing mechanisms of implementation to accelerate sustainable evidence-based practice integration: protocol for generating a research agenda.
This article outlines the protocol for an AHRQ-funded initiative to: 1) establish priorities for an agenda to guide research on implementation mechanisms in health and public health, and 2) disseminate the agenda to research, policy, and practice audiences. The goal is to advance mechanisms of implementation to accelerate sustainable evidence-based practice integration. A network of scientific experts will be created to convene in “Deep Dive” meetings for 3 years. The research agenda will be generated through analysis and synthesis of information from 6 sources: (1) systematic reviews, (2) network members' approaches to studying mechanisms, (3) new proposals presented in implementation proposal feedback sessions, (4) working group sessions conducted in a leading implementation research training institute, (5) breakout sessions at the Society for Implementation Research Collaboration's (SIRC) 2019 conference and (6) SIRC conference abstracts. Mechanism-relevant text segments will be extracted by two members and a third member will generate statements as an input for concept mapping.
AHRQ-funded; HS025632.
Citation: Lewis CC, Powell BJ, Brewer SK .
Advancing mechanisms of implementation to accelerate sustainable evidence-based practice integration: protocol for generating a research agenda.
BMJ Open 2021 Oct 18;11(10):e053474. doi: 10.1136/bmjopen-2021-053474..
Keywords: Implementation, Evidence-Based Practice, Research Methodologies, Health Services Research (HSR)