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Tembo TA, Simon KR, Kim MH, Chikoti C, Huffstetler HE, Ahmed S, Mang’anda C, Chu SQ, Manyeki R, Kavuta E, Majoni R, Phiri D, Kalanga A, Rosenberg NE. Pilot-Testing a Blended Learning Package for Health Care Workers to Improve Index Testing Services in Southern Malawi: An Implementation Science Study. J Acquir Immune Defic Syndr 2021; 88:470-476. [PMID: 34483296 PMCID: PMC8585717 DOI: 10.1097/qai.0000000000002796] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Accepted: 08/12/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND HIV index testing, an intervention in which HIV-positive "indexes" (persons diagnosed with HIV) are supported to recruit their "contacts" (sexual partners and children) efficiently identifies HIV-infected persons in need of treatment and HIV-uninfected persons in need of prevention. However, index testing implementation in sub-Saharan African health care settings has been suboptimal. The objective of this study was to develop and pilot test a blended learning capacity-building package to improve index testing implementation in Malawi. METHODS In 2019, a blended learning package combining digital and face-to-face training modalities was field tested at 6 health facilities in Mulanje, Malawi using a pre-/post- type II hybrid design with implementation and effectiveness outcomes. Health care worker (HCW) fidelity to the intervention was assessed via observed encounters before and after the training. Preliminary effectiveness was examined by comparing index testing program indicators in the 2 months before and 4 months after the training. Indicators included the mean number of indexes screened, contacts elicited, and contacts who received HIV testing per facility per month. RESULTS On a 30-point scale, HCW fidelity to index testing protocols improved from 6.0 pre- to 25.5 post-package implementation (P = 0.002). Index testing effectiveness indicators also increased: indexes screened (pre = 63, post = 101, P < 0.001); contacts elicited (pre = 75, post = 131, P < 0.001); and contacts who received HIV testing (pre = 27, post = 41, P = 0.014). CONCLUSIONS The blended learning package improved fidelity to index testing protocols and preliminary effectiveness outcomes. This package has the potential to enhance implementation of HIV index testing approaches, a necessary step for ending the HIV epidemic.
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Wilson EC, Turner CM, Sanz-Rodriguez C, Arayasirikul S, Gagliano J, Woods T, Palafox E, Halfin J, Martinez L, Makoni B, Eskman Z, Lin R, Rodriguez E, Rapues J, Pardo S, Liu A. Expanding the Pie-Differentiated PrEP Delivery Models to Improve PrEP Uptake in the San Francisco Bay Area. J Acquir Immune Defic Syndr 2021; 88:S39-S48. [PMID: 34757991 PMCID: PMC8579985 DOI: 10.1097/qai.0000000000002809] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2021] [Accepted: 08/02/2021] [Indexed: 11/25/2022]
Abstract
BACKGROUND Pre-exposure prophylaxis (PrEP) uptake among trans people to date has been low. Recommendations implemented in San Francisco to offer PrEP with feminizing hormones have not led to improvement of PrEP uptake in trans communities. New delivery models may be needed. The aim of this study was to examine whether a PrEP-only clinic was more likely to serve trans people at highest risk of HIV than trans-affirming primary care clinics. METHODS Participants were recruited between 2017 and 2019 as part of a PrEP demonstration project in the San Francisco Bay Area. Survey data including sociodemographics, HIV-related risk behavior, barriers to PrEP, and self-reported PrEP adherence were collected at baseline, 3 months, and 6 months for all participants. Bivariable Poisson regression models were used to examine differences between participants in the primary care clinics and PrEP-only clinic delivered to participants. RESULTS Baseline survey data were collected from 153 participants. Those with a higher number of sexual partners were significantly more likely to use the PrEP-only clinic rather than the primary care clinics. Participants with higher perceived HIV risk and those who engaged in sex work were also more likely to use the PrEP-only clinic compared with the primary care clinic. Medical mistrust was higher at baseline among participants of the PrEP-only clinic. PrEP adherence was not significantly different by delivery model. Few participants identified PrEP barriers, such as interactions with feminizing hormones, to be determinants of PrEP uptake. CONCLUSIONS A PrEP-only delivery model could improve PrEP uptake and may better meet the needs of trans people who could most benefit from PrEP.
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Darnell D, Areán PA, Dorsey S, Atkins DC, Tanana MJ, Hirsch T, Mooney SD, Boudreaux ED, Comtois KA. Harnessing Innovative Technologies to Train Nurses in Suicide Safety Planning With Hospitalized Patients: Protocol for Formative and Pilot Feasibility Research. JMIR Res Protoc 2021; 10:e33695. [PMID: 34914618 PMCID: PMC8717131 DOI: 10.2196/33695] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Revised: 10/15/2021] [Accepted: 10/21/2021] [Indexed: 11/29/2022] Open
Abstract
Background Suicide is the 10th leading cause of death in the United States, with >47,000 deaths in 2019. Most people who died by suicide had contact with the health care system in the year before their death. Health care provider training is a top research priority identified by the National Action Alliance for Suicide Prevention; however, evidence-based approaches that target skill-building are resource intensive and difficult to implement. Advances in artificial intelligence technology hold promise for improving the scalability and sustainability of training methods, as it is now possible for computers to assess the intervention delivery skills of trainees and provide feedback to guide skill improvements. Much remains to be known about how best to integrate these novel technologies into continuing education for health care providers. Objective In Project WISE (Workplace Integrated Support and Education), we aim to develop e-learning training in suicide safety planning, enhanced with novel skill-building technologies that can be integrated into the routine workflow of nurses serving patients hospitalized for medical or surgical reasons or traumatic injury. The research aims include identifying strategies for the implementation and workflow integration of both the training and safety planning with patients, adapting 2 existing technologies to enhance general counseling skills for use in suicide safety planning (a conversational agent and an artificial intelligence–based feedback system), observing training acceptability and nurse engagement with the training components, and assessing the feasibility of recruitment, retention, and collection of longitudinal self-report and electronic health record data for patients identified as at risk of suicide. Methods Our developmental research includes qualitative and observational methods to explore the implementation context and technology usability, formative evaluation of the training paradigm, and pilot research to assess the feasibility of conducting a future cluster randomized pragmatic trial. The trial will examine whether patients hospitalized for medical or surgical reasons or traumatic injury who are at risk of suicide have better suicide-related postdischarge outcomes when admitted to a unit with nurses trained using the skill-building technology than those admitted to a unit with untrained nurses. The research takes place at a level 1 trauma center, which is also a safety-net hospital and academic medical center. Results Project WISE was funded in July 2019. As of September 2021, we have completed focus groups and usability testing with 27 acute care and 3 acute and intensive care nurses. We began data collection for research aims 3 and 4 in November 2021. All research has been approved by the University of Washington institutional review board. Conclusions Project WISE aims to further the national agenda to improve suicide prevention in health care settings by training nurses in suicide prevention with medically hospitalized patients using novel e-learning technologies. International Registered Report Identifier (IRRID) DERR1-10.2196/33695
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The Efficacy and Cost-Effectiveness of Replacing Whole Apples with Sliced in the National School Lunch Program. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182413157. [PMID: 34948766 PMCID: PMC8701969 DOI: 10.3390/ijerph182413157] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/12/2021] [Revised: 12/06/2021] [Accepted: 12/08/2021] [Indexed: 11/22/2022]
Abstract
The National School Lunch Program (NSLP) serves 29.6 million lunches each day. Schools must offer ½ a cup of fruit for each lunch tray. Much of this fruit may be wasted, leaving the schools in a dilemma. The objectives of this study were to evaluate the consumption of whole vs. sliced apples and determine the cost-effectiveness of the intervention. Researchers weighed apple waste at baseline and three post-intervention time points in one rural Midwest school. The costs of the intervention were collected from the school. The cost-effectiveness analysis estimates how often apples need to be served to offset the costs of the slicing intervention. A total of (n = 313) elementary student students participated. Students consumed significantly more sliced as compared to whole apples in intervention months 3 (β = 21.5, p < 0.001) and 4 (β = 27.7, p < 0.001). The intervention cost was USD 299. The value of wasted apple decreased from USD 0.26 at baseline to USD 0.23 wasted at post-intervention. The school would need to serve 9403 apples during the school year (54 times) to cover the expenses of the intervention. In conclusion, serving sliced apples may be a cost-effective way to improve fruit consumption during school lunch.
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Fort MP, Reid M, Russell J, Santos CJ, Running Bear U, Begay RL, Smith SL, Morrato EH, Manson SM. Diabetes Prevention and Care Capacity at Urban Indian Health Organizations. Front Public Health 2021; 9:740946. [PMID: 34900897 PMCID: PMC8661087 DOI: 10.3389/fpubh.2021.740946] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Accepted: 10/13/2021] [Indexed: 11/13/2022] Open
Abstract
American Indian and Alaska Native (AI/AN) people suffer a disproportionate burden of diabetes and cardiovascular disease. Urban Indian Health Organizations (UIHOs) are an important source of diabetes services for urban AI/AN people. Two evidence-based interventions-diabetes prevention (DP) and healthy heart (HH)-have been implemented and evaluated primarily in rural, reservation settings. This work examines the capacity, challenges and strengths of UIHOs in implementing diabetes programs. Methods: We applied an original survey, supplemented with publicly-available data, to assess eight organizational capacity domains, strengths and challenges of UIHOs with respect to diabetes prevention and care. We summarized and compared (Fisher's and Kruskal-Wallis exact tests) items in each organizational capacity domain for DP and HH implementers vs. non-implementers and conducted a thematic analysis of strengths and challenges. Results: Of the 33 UIHOs providing services in 2017, individuals from 30 sites (91% of UIHOs) replied to the survey. Eight UIHOs (27%) had participated in either DP (n = 6) or HH (n = 2). Implementers reported having more staff than non-implementers (117.0 vs. 53.5; p = 0.02). Implementers had larger budgets, ~$10 million of total revenue compared to $2.5 million for non-implementers (p = 0.01). UIHO strengths included: physical infrastructure, dedicated leadership and staff, and community relationships. Areas to strengthen included: staff training and retention, ensuring sufficient and consistent funding, and data infrastructure. Conclusions: Strengthening UIHOs across organizational capacity domains will be important for implementing evidence-based diabetes interventions, increasing their uptake, and sustaining these interventions for AI/AN people living in urban areas of the U.S.
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Ptack K, Strobl H. Factors influencing the effectiveness of a Cooperative Planning approach in the school setting. Health Promot Int 2021; 36:ii16-ii25. [PMID: 34905614 PMCID: PMC8670623 DOI: 10.1093/heapro/daab164] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
The purpose of the Health.edu project was to develop, implement and evaluate effective and feasible measures addressing students' health-related knowledge and understanding (HKU) in physical education (PE) with a specific focus on a co-creation approach (Cooperative Planning). The general procedure was identical in the four intervention schools involved; however, effectiveness (i.e. an increase in HKU) differed. Therefore, the present study investigated how different contextual factors supported or hindered the Cooperative Planning approach (evaluation of program implementation). To consider different perspectives in the analysis, we used data triangulation. On the one hand, written protocols (N = 19) document relevant statements and decisions in each planning group meeting (scientific perspective). On the other hand, we captured the participating PE teachers’ (N = 8) individual attitudes after the Cooperative Planning process through semi-structured interviews (teachers’ perspective). Data were analysed via qualitative content analysis. We identified three relevant factors with influence on the Cooperative Planning approach. First, the Cooperative Planning intervention worked if teachers saw a benefit in providing evidence-based knowledge, reflected their teaching practices and made an effort to implement new teaching strategies. Second, it was beneficial to have students represented as partners in the decision-making process. Third, support from the principal appeared to be helpful but not mandatory for implementing progressive pedagogical concepts. Continuous monitoring and reflection on those factors by the leading project team might help facilitate subsequent interventions using Cooperative Planning.
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Applying the lessons of implementation science to maximize feasibility and usability in team science intervention development. J Clin Transl Sci 2021; 5:e197. [PMID: 34888066 PMCID: PMC8634288 DOI: 10.1017/cts.2021.826] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Revised: 06/23/2021] [Accepted: 07/13/2021] [Indexed: 12/30/2022] Open
Abstract
The Science of Team Science (SciTS) has generated a substantial body of work detailing characteristics of effective teams. However, that knowledge has not been widely translated into accessible, active, actionable, evidence-based interventions to help translational teams enhance their team functioning and outcomes. Over the past decade, the field of Implementation Science has rapidly developed methods and approaches to increase the translation of biomedical research findings into clinical care, providing a roadmap for mitigating the challenges of developing interventions while maximizing feasibility and utility. Here, we propose an approach to intervention development using constructs from two Implementation Science frameworks, Consolidated Framework for Implementation Research, and Reach, Effectiveness, Adoption, Implementation, and Maintenance, to extend the Wisconsin Interventions for Team Science framework described in Rolland et al. 2021. These Implementation Science constructs can help SciTS researchers design, build, test, and disseminate interventions that meet the needs of both adopters, the institutional leadership that decides whether to adopt an intervention, and implementers, those actually using the intervention. Systematically considering the impact of design decisions on feasibility and usability may lead to the design of interventions that can quickly move from prototype to pilot test to pragmatic trials to assess their impact.
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Ma Z, Camargo Penuela M, Law M, Joshi D, Chung HO, Lam JNH, Tsang JL. Impact of a multifaceted and multidisciplinary intervention on pain, agitation and delirium management in an intensive care unit: an experience of a Canadian community hospital in conducting a quality improvement project. BMJ Open Qual 2021; 10:bmjoq-2020-001305. [PMID: 34887298 PMCID: PMC8663072 DOI: 10.1136/bmjoq-2020-001305] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/15/2020] [Accepted: 11/23/2021] [Indexed: 11/04/2022] Open
Abstract
BACKGROUND Clinical guidelines suggest that routine assessment, treatment, and prevention of pain, agitation, and delirium (PAD) is essential to improving patient outcomes as delirium is associated with increased mortality and morbidity. Despite the well-established improvements on patient outcomes, adherence to PAD guidelines is poor in community intensive care units (ICU). This quality improvement (QI) project aims to evaluate the impact of a multifaceted and multidisciplinary intervention on PAD management in a Canadian community ICU and to describe the experience of a Canadian community hospital in conducting a QI project. METHODS A ten-member PAD advisory committee was formed to develop and implement the intervention. The intervention consisted of a multidisciplinary rounds script, poster, interviews, visual reminders, educational modules, pamphlet and video. The 4-week intervention targeted nurses, family members, physicians, and the multidisciplinary team. An uncontrolled, before-and-after study methodology was used. Adherence to PAD assessment guidelines by nurses was measured over a 6-week pre-intervention and over a 6-week post-intervention periods. RESULTS Data on 430 and 406 patient-days (PD) were available for analysis during the pre- and post- intervention periods, respectively. The intervention did not improve the proportion of PD with guideline compliance to the assessment of pain (23.4% vs. 22.4%, p=0.80), agitation (42.9% vs. 38.9%, p=0.28), nor delirium (35.2% vs. 29.6%, p=0.10) by nurses. DISCUSSION The implementation of a multifaceted and multidisciplinary intervention on PAD assessment did not result in significant improvements in guideline adherence in a community ICU. Barriers to knowledge translation are apparent at multiple levels including the personal level (low completion rates on educational modules), interventional level (under-collection of data), and organisational level (coinciding with hospital accreditation education). Our next steps include reintroduction of education modules using organisation approved platforms, updating existing ICU policy, updating admission order sets, and conducting audit and feedback.
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Hoffecker G, Kanter GP, Xu Y, Matthai W, Kolansky DM, Giri J, Tuteja S. Interventional cardiologists' attitudes towards pharmacogenetic testing and impact on antiplatelet prescribing decisions. Per Med 2021; 19:41-49. [PMID: 34881641 DOI: 10.2217/pme-2021-0088] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Aim: To determine if interventional cardiologists' knowledge and attitudes toward pharmacogenetic (PGx) testing influenced their antiplatelet prescribing decisions in response to CYP2C19 results. Materials & methods: Surveys were administered prior to participating in a randomized trial of CYP2C19 testing. Associations between baseline knowledge/attitudes and agreement with the genotype-guided antiplatelet recommendations were determined using multivariable logistic regression. Results: 50% believed that PGx testing would be valuable to predict medication toxicity or efficacy. 64% felt well informed about PGx testing and its therapeutic application. However, PGx experience, knowledge, nor attitudes were significantly associated with agreement to genotype-guided antiplatelet recommendations. Conclusion: Cardiologists' knowledge and attitudes were not associated with CYP2C19-guided antiplatelet prescribing, but larger studies should be done to confirm this finding.
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Miao M, Power E, Rietdijk R, Brunner M, Debono D, Togher L. A Web-Based Service Delivery Model for Communication Training After Brain Injury: Protocol for a Mixed Methods, Prospective, Hybrid Type 2 Implementation-Effectiveness Study. JMIR Res Protoc 2021; 10:e31995. [PMID: 34889770 PMCID: PMC8704121 DOI: 10.2196/31995] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 10/18/2021] [Accepted: 10/20/2021] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Acquired brain injuries (ABIs) commonly cause cognitive-communication disorders, which can have a pervasive psychosocial impact on a person's life. More than 135 million people worldwide currently live with ABI, and this large and growing burden is increasingly surpassing global rehabilitation service capacity. A web-based service delivery model may offer a scalable solution. The Social Brain Toolkit is an evidence-based suite of 3 web-based communication training interventions for people with ABI and their communication partners. Successful real-world delivery of web-based interventions such as the Social Brain Toolkit requires investigation of intervention implementation in addition to efficacy and effectiveness. OBJECTIVE The aim of this study is to investigate the implementation and effectiveness of the Social Brain Toolkit as a web-based service delivery model. METHODS This is a mixed methods, prospective, hybrid type 2 implementation-effectiveness study, theoretically underpinned by the Nonadoption, Abandonment, Scale-up, Spread, and Sustainability (NASSS) framework of digital health implementation. We will document implementation strategies preemptively deployed to support the launch of the Social Brain Toolkit interventions, as well as implementation strategies identified by end users through formative evaluation of the Social Brain Toolkit. We will prospectively observe implementation outcomes, selected on the basis of the NASSS framework, through quantitative web analytics of intervention use, qualitative and quantitative pre- and postintervention survey data from all users within a specified sample frame, and qualitative interviews with a subset of users of each intervention. Qualitative implementation data will be deductively analyzed against the NASSS framework. Quantitative implementation data will be analyzed descriptively. We will obtain effectiveness outcomes through web-based knowledge tests, custom user questionnaires, and formal clinical tools. Quantitative effectiveness outcomes will be analyzed through descriptive statistics and the Reliable Change Index, with repeated analysis of variance (pretraining, posttraining, and follow-up), to determine whether there is any significant improvement within this participant sample. RESULTS Data collection commenced on July 2, 2021, and is expected to conclude on June 1, 2022, after a 6-month sample frame of analytics for each Social Brain Toolkit intervention. Data analysis will occur concurrently with data collection until mid-2022, with results expected for publication late 2022 and early 2023. CONCLUSIONS End-user evaluation of the Social Brain Toolkit's implementation can guide intervention development and implementation to reach and meet community needs in a feasible, scalable, sustainable, and acceptable manner. End user feedback will be directly incorporated and addressed wherever possible in the next version of the Social Brain Toolkit. Learnings from these findings will benefit the implementation of this and future web-based psychosocial interventions for people with ABI and other populations. TRIAL REGISTRATION Australia and New Zealand Clinical Trials Registry ACTRN12621001170819; https://anzctr.org.au/Trial/Registration/TrialReview.aspx?ACTRN=12621001170819, Australia and New Zealand Clinical Trials Registry ACTRN12621001177842; https://anzctr.org.au/Trial/Registration/TrialReview.aspx?ACTRN=12621001177842, Australia and New Zealand Clinical Trials Registry ACTRN12621001180808; https://anzctr.org.au/Trial/Registration/TrialReview.aspx?ACTRN=12621001180808. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/31995.
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Ballengee LA, Zullig LL, George SZ. Implementation of Psychologically Informed Physical Therapy for Low Back Pain: Where Do We Stand, Where Do We Go? J Pain Res 2021; 14:3747-3757. [PMID: 34908873 PMCID: PMC8665872 DOI: 10.2147/jpr.s311973] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2021] [Accepted: 11/15/2021] [Indexed: 12/28/2022] Open
Abstract
Low back pain continues to be a leading cause of disability and cost throughout the world. Evidence-based guidelines recommend use of non-pharmacological interventions to address decreases in physical function due to low back pain. Psychologically informed physical therapy (PIPT) is one way to effectively and efficiently address the need for non-pharmacological approaches. However, adoption of psychologically informed practice (PiP) by physical therapists has shown mixed results due to implementation challenges. In this perspective, we discuss the current state of PIPT training and implementation. We also propose a conceptual roadmap for future implementation needs related to increasing delivery of PIPT-informed approaches.
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Bailey JE, Gurgol C, Pan E, Njie S, Emmett S, Gatwood J, Gauthier L, Rosas LG, Kearney SM, Robler SK, Lawrence RH, Margolis KL, Osunkwo I, Wilfley D, Shah VO. Early Patient-Centered Outcomes Research Experience With the Use of Telehealth to Address Disparities: Scoping Review. J Med Internet Res 2021; 23:e28503. [PMID: 34878986 PMCID: PMC8693194 DOI: 10.2196/28503] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/10/2021] [Revised: 06/04/2021] [Accepted: 10/03/2021] [Indexed: 01/19/2023] Open
Abstract
BACKGROUND Health systems and providers across America are increasingly employing telehealth technologies to better serve medically underserved low-income, minority, and rural populations at the highest risk for health disparities. The Patient-Centered Outcomes Research Institute (PCORI) has invested US $386 million in comparative effectiveness research in telehealth, yet little is known about the key early lessons garnered from this research regarding the best practices in using telehealth to address disparities. OBJECTIVE This paper describes preliminary lessons from the body of research using study findings and case studies drawn from PCORI seminal patient-centered outcomes research (PCOR) initiatives. The primary purpose was to identify common barriers and facilitators to implementing telehealth technologies in populations at risk for disparities. METHODS A systematic scoping review of telehealth studies addressing disparities was performed. It was guided by the Arksey and O'Malley Scoping Review Framework and focused on PCORI's active portfolio of telehealth studies and key PCOR identified by study investigators. We drew on this broad literature using illustrative examples from early PCOR experience and published literature to assess barriers and facilitators to implementing telehealth in populations at risk for disparities, using the active implementation framework to extract data. Major themes regarding how telehealth interventions can overcome barriers to telehealth adoption and implementation were identified through this review using an iterative Delphi process to achieve consensus among the PCORI investigators participating in the study. RESULTS PCORI has funded 89 comparative effectiveness studies in telehealth, of which 41 assessed the use of telehealth to improve outcomes for populations at risk for health disparities. These 41 studies employed various overlapping modalities including mobile devices (29/41, 71%), web-based interventions (30/41, 73%), real-time videoconferencing (15/41, 37%), remote patient monitoring (8/41, 20%), and store-and-forward (ie, asynchronous electronic transmission) interventions (4/41, 10%). The studies targeted one or more of PCORI's priority populations, including racial and ethnic minorities (31/41, 41%), people living in rural areas, and those with low income/low socioeconomic status, low health literacy, or disabilities. Major themes identified across these studies included the importance of patient-centered design, cultural tailoring of telehealth solutions, delivering telehealth through trusted intermediaries, partnering with payers to expand telehealth reimbursement, and ensuring confidential sharing of private information. CONCLUSIONS Early PCOR evidence suggests that the most effective health system- and provider-level telehealth implementation solutions to address disparities employ patient-centered and culturally tailored telehealth solutions whose development is actively guided by the patients themselves to meet the needs of specific communities and populations. Further, this evidence shows that the best practices in telehealth implementation include delivery of telehealth through trusted intermediaries, close partnership with payers to facilitate reimbursement and sustainability, and safeguards to ensure patient-guided confidential sharing of personal health information.
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Matulewicz RS, Bassett JC, Kwan L, Sherman SE, McCarthy WJ, Saigal CS, Gore JL. Using a multilevel implementation strategy to facilitate the screening and treatment of tobacco use in the outpatient urology clinic: A prospective hybrid type I study. Cancer 2021; 128:1184-1193. [PMID: 34875105 DOI: 10.1002/cncr.34054] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2021] [Revised: 09/07/2021] [Accepted: 09/14/2021] [Indexed: 11/07/2022]
Abstract
BACKGROUND Urologists frequently treat patients for tobacco-related conditions but infrequently engage in evidence-based practices (EBPs) that screen for and treat tobacco use. Improving the use of EBPs will help to identify smokers, promote cessation, and improve patients' health outcomes. METHODS A prospective type I hybrid effectiveness-implementation study was performed to test the feasibility and effectiveness of using a multilevel implementation strategy to improve the use of tobacco EBPs. All urology providers at outpatient urology clinics within the Veterans Health Administration Greater Los Angeles and all patients presenting for a new urology consultation were included. The primary outcome was whether a patient was screened for tobacco use at the time of consultation. Secondary outcomes included a patient's willingness to quit, chosen quit strategy, and subsequent engagement in quit attempts. RESULTS In total, 5706 consecutive veterans were seen for a new consultation during the 30-month study period. Thirty-six percent of all visits were for a tobacco-related urologic diagnosis. The percentage of visits that included tobacco use screening increased from 18% (before implementation) to 57% in the implementation phase and to 60% during the maintenance phase. There was significant provider-level variation in adherence to screening. Of all screened patients, 38% were willing to quit, and most patients chose a "cold turkey" method; 22% of the patients elected referral to a formal smoking cessation clinic, and 24% chose telephone counseling. Among those willing to quit, 39% and 49% made a formal quit attempt by 3 and 6 months, respectively. CONCLUSIONS A strategy that includes provider education and a customized clinical decision support tool can facilitate provider use of tobacco EBPs in a surgery subspecialty clinic.
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de Las Casas R, Meilak C, Whittle A, Partridge J, Adamek J, Sadler E, Sevdalis N, Dhesi J. Establishing a perioperative medicine for older people undergoing surgery service for general surgical patients at a district general hospital. Clin Med (Lond) 2021; 21:e608-e614. [PMID: 34862220 DOI: 10.7861/clinmed.2021-0356] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022]
Abstract
INTRODUCTION There is growing recognition of the need for perioperative medicine services for older surgical patients. Comprehensive geriatric assessment and optimisation methodology has been successfully used to improve perioperative outcomes at tertiary centres. This paper describes translation of an established model of geriatrician-led perioperative care to a district general hospital (DGH) setting. METHODS A mixed methods quality improvement programme was used and included stakeholder co-design, identification of core components, definition of mechanisms for change, and measurement of impact through qualitative and quantitative approaches. RESULTS Within 18 months, a substantive perioperative service for older people was established at a DGH, funded by the surgical directorate. Key outcomes included reduction in length of stay and 30-day readmission and positive staff and patient experience. DISCUSSION This study is in keeping with improvement science literature demonstrating the importance of a mixed-methods approach in translating an evidenced-based intervention into another setting, maintaining fidelity and replicating results.
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Keenan R, Lawrenson R, Stokes T. Urgent referral to specialist services for patients with cancer symptoms: a cause for concern or oversimplifying a complex issue? BMJ Qual Saf 2021; 31:558-560. [PMID: 34862314 DOI: 10.1136/bmjqs-2021-014222] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 11/17/2021] [Indexed: 11/04/2022]
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Yeung E, Sadowski L, Levesque K, Camargo M, Vo A, Young E, Duan E, Tsang JLY, Cook D, Tam B. Initiating and integrating a personalized end of life care project in a community hospital intensive care unit: A qualitative study of clinician and implementation team perspectives. J Eval Clin Pract 2021; 27:1281-1290. [PMID: 33501748 DOI: 10.1111/jep.13538] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/04/2020] [Revised: 01/03/2021] [Accepted: 01/04/2021] [Indexed: 12/18/2022]
Abstract
RATIONALE The end of life (EOL) experience in the intensive care unit (ICU) can be psychologically distressing for patients, families, and clinicians. The 3 Wishes Project (3WP) personalizes the EOL experience by carrying out wishes for dying patients and their families. While the 3WP has been integrated in academic, tertiary care ICUs, implementing this project in a community ICU has yet to be described. OBJECTIVES To examine facilitators of, and barriers to, implementing the 3WP in a community ICU from the clinician and implementation team perspective. METHODS This qualitative descriptive study evaluated the implementation of the 3WP in a 20-bed community ICU in Southern Ontario, Canada. Patients were considered for the 3WP if they had a high likelihood of imminent death or planned withdrawal of life-sustaining therapy. Following the qualitative descriptive approach, semi-structured interviews were conducted with purposively sampled clinicians and implementation team. Data from transcribed interviews were analyzed in triplicate through qualitative content analysis. RESULTS Interviews with 12 participants indicated that the 3WP personalized and enriched the EOL experience. Interviewees indicated higher intensity education strategies were needed to enable spread as the project grew. Clinicians described many physical resources for the project but suggested more non-clinical project support for orientation, continuing education, and data collection. A majority of wishes focused on physical resources including keepsakes, which helped facilitate project spread when clinician capacity was attenuated by competing duties. CONCLUSIONS In this community hospital, ICU clinicians and implementation team members report perceived improved EOL care for patients, families, and clinicians following 3WP initiation and integration. Implementing individualized and meaningful wishes at EOL for dying patients in a community ICU requires adequate planning and time dedicated to optimizing clinician education. Adapting key features of an intervention to local expertise and capacity may facilitate spread during project initiation and integration.
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Roche SD, Odoyo J, Irungu E, Kwach B, Dollah A, Nyerere B, Peacock S, Morton JF, O'Malley G, Bukusi EA, Baeten JM, Mugwanya KK. A one-stop shop model for improved efficiency of pre-exposure prophylaxis delivery in public clinics in western Kenya: a mixed methods implementation science study. J Int AIDS Soc 2021; 24:e25845. [PMID: 34898032 PMCID: PMC8666585 DOI: 10.1002/jia2.25845] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/03/2021] [Accepted: 10/28/2021] [Indexed: 11/08/2022] Open
Abstract
INTRODUCTION In public clinics in Kenya, separate, sequential delivery of the component services of pre-exposure prophylaxis (PrEP) (e.g. HIV testing, counselling, and dispensing) creates long wait times that hinder clients' ability and desire to access and continue PrEP. We conducted a mixed methods study in four public clinics in western Kenya to identify strategies for operationalizing a one-stop shop (OSS) model and evaluate whether this model could improve client wait time and care acceptability among clients and providers without negatively impacting uptake or continuation. METHODS From January 2020 through November 2020, we collected and analysed 47 time-and-motion observations using Mann-Whitney U tests, 29 provider and client interviews, 68 technical assistance reports, and clinic flow maps from intervention clinics. We used controlled interrupted time series (cITS) to compare trends in PrEP initiation and on-time returns from a 12-month pre-intervention period (January-December 2019) to an 8-month post-period (January-November 2020, excluding a 3-month COVID-19 wash-out period) at intervention and control clinics. RESULTS From the pre- to post-period, median client wait time at intervention clinics dropped significantly from 31 to 6 minutes (p = 0.02), while median provider contact time remained around 23 minutes (p = 0.4). Intervention clinics achieved efficiency gains by moving PrEP delivery to lower volume departments, moving steps closer together (e.g. relocating supplies; cross-training and task-shifting), and differentiating clients based on the subset of services needed. Clients and providers found the OSS model highly acceptable and additionally identified increased privacy, reduced stigma, and higher quality client-provider interactions as benefits of the model. From the pre- to post-period, average monthly initiations at intervention and control clinics increased by 6 and 2.3, respectively, and percent of expected follow-up visits occurring on time decreased by 18% and 26%, respectively; cITS analysis of PrEP initiations (n = 1227) and follow-up visits (n = 2696) revealed no significant difference between intervention and control clinics in terms of trends in PrEP initiation and on-time returns (all p>0.05). CONCLUSIONS An OSS model significantly improved client wait time and care acceptability without negatively impacting initiations or continuations, thus highlighting opportunities to improve the efficiency of PrEP delivery efficiency and client-centredness.
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Steinman MA, Boyd CM, Spar MJ, Norton JD, Tannenbaum C. Deprescribing and deimplementation: Time for transformative change. J Am Geriatr Soc 2021; 69:3693-3695. [PMID: 34499742 PMCID: PMC8649037 DOI: 10.1111/jgs.17441] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Revised: 08/12/2021] [Accepted: 08/14/2021] [Indexed: 11/29/2022]
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920
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Aragón MC, Auld G, Baker SS, Barale KV, Garcia KS, Micheli N, Parker L, Lanigan JD, Power TG, Hughes SO. Implementation Science Strategies Promote Fidelity in the Food, Feeding, and Your Family Study. JOURNAL OF NUTRITION EDUCATION AND BEHAVIOR 2021; 53:1028-1037. [PMID: 34303602 DOI: 10.1016/j.jneb.2021.06.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/11/2020] [Revised: 05/19/2021] [Accepted: 06/01/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE Use of implementation science strategies to promote fidelity in the Food, Feeding, and Your Family study. DESIGN Cluster randomized controlled trial with 3 conditions: control, in-class, or online, delivered in English or Spanish. Observations of 20% of classes. SETTING Expanded Food and Nutrition Education Program (EFNEP) in 2 states. PARTICIPANTS EFNEP peer educators (n = 11). INTERVENTION Parental feeding content incorporated into EFNEP lessons (in-class) or through text with links to videos/activities (online). Extensive educator training, scripted curriculum, frequent feedback. ANALYSIS Assessment of fidelity compliance. Qualitative analysis of verbatim educator interviews and classroom observer comments. RESULTS During 128 class observations (40-45 per condition), peer educators followed scripted lesson plan 78% to 89% of the time. There was no evidence of cross-contamination of parental feeding content in control and only minor sharing in online conditions. Variations with fidelity were primarily tied to the EFNEP curriculum, not the parent feeding content. Educators (n = 7) expressed favorable opinions about the Food, Feeding, and Your Family study, thought it provided valuable information, and appreciated support from EFNEP leadership. CONCLUSIONS AND IMPLICATIONS Incorporating implementation science strategies can help ensure successful adherence to research protocols. With proper training and support, EFNEP peer educators can deliver an evidence-based curriculum as part of a complex research study.
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An Implementation Science Laboratory as One Approach to Whole System Improvement: A Canadian Healthcare Perspective. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph182312681. [PMID: 34886408 PMCID: PMC8656644 DOI: 10.3390/ijerph182312681] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/30/2021] [Revised: 11/27/2021] [Accepted: 11/28/2021] [Indexed: 01/04/2023]
Abstract
Implementation science (IS) has emerged as an integral component for evidence-based whole system improvement. IS studies the best methods to promote the systematic uptake of evidence-based interventions into routine practice to improve the quality and effectiveness of health service delivery and patient care. IS laboratories (IS labs) are one mechanism to integrate implementation science as an evidence-based approach to whole system improvement and to support a learning health system. This paper aims to examine if IS labs are a suitable approach to whole system improvement. We retrospectively analyzed an existing IS lab (Alberta, Canada’s Implementation Science Collaborative) to assess the potential of IS labs to perform as a whole system approach to improvement and to identify key activities and considerations for designing IS labs specifically to support learning health systems. Results from our evaluation show the extent to which IS labs support learning health systems through enabling infrastructures for system-wide improvement and research.
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Brogan E, Rossiter C, Fethney J, Duffield C, Denney-Wilson E. Start Healthy and Stay Healthy: A workplace health promotion intervention for new graduate nurses: A mixed-methods study. J Adv Nurs 2021; 78:541-556. [PMID: 34846073 DOI: 10.1111/jan.15116] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2021] [Revised: 11/01/2021] [Accepted: 11/04/2021] [Indexed: 01/28/2023]
Abstract
AIMS This study explored the acceptability of a workplace health promotion intervention embedded into a transition to practice (TTP) programme to assist new graduate nurses in establishing healthy dietary and physical activity (PA) behaviours from career commencement. DESIGN A sequential mixed methods design. METHODS The Start Healthy and Stay Healthy (SH&SH) intervention, informed by the Behaviour Change Wheel, was conducted in an Australian Local Health District. It included face-to-face education sessions, the use of a fitness tracker and twice-weekly short answer messages. Participants completed three online surveys: at orientation, 6 weeks and 6 months. A sub-sample participated in semi-structured interviews to explore their experience of the intervention. Interview data were analysed thematically. RESULTS The intervention was delivered from February to December 2019. A total of 99 nurses completed the baseline survey, 62 at 6 weeks and 69 at 6 months. After 6 months, health knowledge increased as participants correctly identified recommended amounts of fruits, vegetables and PA. Fruit consumption increased at 6 months with little change to vegetable intake. Takeaway consumption decreased, but consumption of some discretionary foods increased. Across the three time points, there was a low engagement in PA during leisure time. The interviews identified three themes: (1) Support of Colleagues and Peers, (2) The Work Environment and (3) Engagement with SH&SH. CONCLUSION Providing a targeted intervention for new graduate nurses embedded into a TTP programme improved their health knowledge, some dietary behaviours, and participation in PA by some participants. IMPACT Ensuring a healthy nursing workforce is critical to retaining staff. Implementing a workplace health promotion intervention that targets new graduate nurses can help them adopt and maintain healthy lifestyle behaviours to support them in their future careers.
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Sandbæk A, Christensen LD, Larsen LL, Primholdt Christensen N, Kofod FG, Guassora AD, Merrild CH, Assing Hvidt E. Guidance for Implementing Video Consultations in Danish General Practice: Rapid Cycle Coproduction Study. JMIR Form Res 2021; 5:e27323. [PMID: 34821560 PMCID: PMC8663649 DOI: 10.2196/27323] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 09/06/2021] [Accepted: 10/05/2021] [Indexed: 12/05/2022] Open
Abstract
Background The COVID-19 pandemic has changed various spheres of health care. General practitioners (GPs) have widely replaced face-to-face consultations with telephone or video consultations (VCs) to reduce the risk of COVID-19 transmission. Using VCs for health service delivery is an entirely new way of practicing for many GPs. However, this transition process has largely been conducted with no formal guidelines, which may have caused implementation barriers. This study presents a rapid cycle coproduction approach for developing a guide to assist VC implementation in general practice. Objective The aim of this paper is to describe the developmental phases of the VC guide to assist general practices in implementing VCs and summarize the evaluation made by general practice users. Methods The development of a guide for VC in general practice was structured as a stepped process based on the coproduction and prototyping processes. We used an iterative framework based on rapid qualitative analyses and interdisciplinary collaborations. Thus, the guide was developed in small, repeated cycles of development, implementation, evaluation, and adaptation, with a continuous exchange between research and practice. The data collection process was structured in 3 main phases. First, we conducted a literature review, recorded observations, and held informal and semistructured interviews. Second, we facilitated coproduction with stakeholders through 4 workshops with GPs, a group interview with patient representatives, and individual revisions by GPs. Third, nationwide testing was conducted in 5 general practice clinics and was followed by an evaluation of the guide through interviews with GPs. Results A rapid cycle coproduction approach was used to explore the needs of general practice in connection with the implementation of VC and to develop useful, relevant, and easily understandable guiding materials. Our findings suggest that a guide for VCs should include advice and recommendations regarding the organization of VCs, the technical setup, the appropriate target groups, patients’ use of VCs, the performance of VCs, and the arrangements for booking a VC. Conclusions The combination of coproduction, prototyping, small iterations, and rapid data analysis is a suitable approach when contextually rich, hands-on guide materials are urgently needed. Moreover, this method could provide an efficient way of developing relevant guide materials for general practice to aid the implementation of new technology beyond the pandemic period.
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Puttkammer N, Parrish C, Desir Y, Hyppolite N, Joseph N, Hall L, Honoré JG, Robin E, Perrin G, François K. Timely initiation of HIV antiretroviral therapy in Haiti 2004-2018: a retrospective cohort study. Rev Panam Salud Publica 2021; 45:e139. [PMID: 34815736 PMCID: PMC8603999 DOI: 10.26633/rpsp.2021.139] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2020] [Accepted: 06/07/2021] [Indexed: 11/24/2022] Open
Abstract
OBJECTIVE To describe trends in timing of ART initiation for newly diagnosed people living with HIV before and after Haiti adopted its Test and Start policy for universal HIV antiretroviral therapy (ART) in July 2016, and to explore predictors of timely ART initiation for both newly and previously diagnosed people living with HIV following Test and Start adoption. METHODS This retrospective cohort study explored timing of ART initiation among 147 900 patients diagnosed with HIV at 94 ART clinics in 2004-2018 using secondary electronic medical record data. The study used survival analysis methods to assess time trends and risk factors for ART initiation. RESULTS Timely uptake of ART expanded with Test and Start, such that same-day ART initiation rates increased from 3.7% to 45.0%. However, only 11.0% of previously diagnosed patients initiated ART after Test and Start. In adjusted analyses among newly diagnosed people living with HIV, factors negatively associated with timely ART initiation included being a pediatric patient aged 0-14 years (HR = 0.23, p < 0.001), being male (HR = 0.92, p = 0.03), being 50+ years (HR = 0.87, p = 0.03), being underweight (HR = 0.79, p < 0.001), and having WHO stage 3 (HR = 0.73, p < 0.001) or stage 4 disease (HR = 0.49, p < 0.001). Variation in timely ART initiation by geographic department and health facility was observed. CONCLUSIONS Haiti has made substantial progress in scaling up Test and Start, but further work is needed to enroll previously diagnosed patients and to ensure rapid ART in key patient subgroups. Further research is needed on facility and geographic factors and on strategies for improving timely ART initiation among vulnerable subgroups.
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925
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Shah S, Switzer S, Shippee ND, Wogensen P, Kosednar K, Jones E, Pestka DL, Badlani S, Butler M, Wagner B, White K, Rhein J, Benson B, Reding M, Usher M, Melton GB, Tignanelli CJ. Implementation of an Anticoagulation Practice Guideline for COVID-19 via a Clinical Decision Support System in a Large Academic Health System and Its Evaluation: Observational Study. JMIR Med Inform 2021; 9:e30743. [PMID: 34550900 PMCID: PMC8604256 DOI: 10.2196/30743] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2021] [Revised: 08/17/2021] [Accepted: 09/17/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Studies evaluating strategies for the rapid development, implementation, and evaluation of clinical decision support (CDS) systems supporting guidelines for diseases with a poor knowledge base, such as COVID-19, are limited. OBJECTIVE We developed an anticoagulation clinical practice guideline (CPG) for COVID-19, which was delivered and scaled via CDS across a 12-hospital Midwest health care system. This study represents a preplanned 6-month postimplementation evaluation guided by the RE-AIM (Reach, Effectiveness, Adoption, Implementation, and Maintenance) framework. METHODS The implementation outcomes evaluated were reach, adoption, implementation, and maintenance. To evaluate effectiveness, the association of CPG adherence on hospital admission with clinical outcomes was assessed via multivariable logistic regression and nearest neighbor propensity score matching. A time-to-event analysis was conducted. Sensitivity analyses were also conducted to evaluate the competing risk of death prior to intensive care unit (ICU) admission. The models were risk adjusted to account for age, gender, race/ethnicity, non-English speaking status, area deprivation index, month of admission, remdesivir treatment, tocilizumab treatment, steroid treatment, BMI, Elixhauser comorbidity index, oxygen saturation/fraction of inspired oxygen ratio, systolic blood pressure, respiratory rate, treating hospital, and source of admission. A preplanned subgroup analysis was also conducted in patients who had laboratory values (D-dimer, C-reactive protein, creatinine, and absolute neutrophil to absolute lymphocyte ratio) present. The primary effectiveness endpoint was the need for ICU admission within 48 hours of hospital admission. RESULTS A total of 2503 patients were included in this study. CDS reach approached 95% during implementation. Adherence achieved a peak of 72% during implementation. Variation was noted in adoption across sites and nursing units. Adoption was the highest at hospitals that were specifically transformed to only provide care to patients with COVID-19 (COVID-19 cohorted hospitals; 74%-82%) and the lowest in academic settings (47%-55%). CPG delivery via the CDS system was associated with improved adherence (odds ratio [OR] 1.43, 95% CI 1.2-1.7; P<.001). Adherence with the anticoagulation CPG was associated with a significant reduction in the need for ICU admission within 48 hours (OR 0.39, 95% CI 0.30-0.51; P<.001) on multivariable logistic regression analysis. Similar findings were noted following 1:1 propensity score matching for patients who received adherent versus nonadherent care (21.5% vs 34.3% incidence of ICU admission within 48 hours; log-rank test P<.001). CONCLUSIONS Our institutional experience demonstrated that adherence with the institutional CPG delivered via the CDS system resulted in improved clinical outcomes for patients with COVID-19. CDS systems are an effective means to rapidly scale a CPG across a heterogeneous health care system. Further research is needed to investigate factors associated with adherence at low and high adopting sites and nursing units.
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