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Aschbrenner KA, Walsh-Bailey C, Brown MC, Khan T, Baggett TP, Jones SM, Levy DE, Pace LE, Winickoff JP. Practical considerations for engaging staff in resource-constrained healthcare settings in implementation research: A qualitative focus group and consensus building study. J Clin Transl Sci 2025; 9:e65. [PMID: 40201643 PMCID: PMC11975774 DOI: 10.1017/cts.2025.29] [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: 10/02/2024] [Revised: 01/30/2025] [Accepted: 02/06/2025] [Indexed: 04/10/2025] Open
Abstract
Background The primary purpose of this study was to assess perceived burdens and benefits of participating in implementation research among staff employed in resource-constrained healthcare settings. Another objective was to use findings to generate considerations for engaging staff in research across different phases of implementation research. Methods This qualitative focus group and consensus building study involved researchers affiliated with the National Cancer Institute Implementation Science Centers in Cancer Control program and nine Community Health Centers (CHCs) in Massachusetts. Six focus groups (n = 3 with CHC staff; n = 3 with researchers) assessed barriers and facilitators to staff participation in implementation research. During consensus discussions, we used findings to develop considerations for engaging staff as participants and partners throughout phases of implementation research. Results Sixteen researchers and 14 staff participated in separate focus groups; nine researchers and seven staff participated in separate consensus discussions. Themes emerged across participant groups in three domains: (1) influences on research participation; (2) research burdens and benefits; and (3) ways to facilitate staff participation in research. Practical considerations included: (a) aligning research with organizational and staff values and priorities; (b) applying user-centered design to research methods; (c) building organizational and individual research capacity; and (d) offering equitable incentives for staff participation. Conclusions Engaging staff as participants and partners across different phases of implementation research requires knowledge about what contributes to research burden and benefits and addressing context-specific burdens and benefits.
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Affiliation(s)
| | - Callie Walsh-Bailey
- Department of Medical Social Sciences, Division of Implementation Science,
Northwestern University Feinberg, School of Medicine,
Chicago, IL, USA
| | - Meagan C. Brown
- Kaiser Permanente Washington Health Research Institute,
Seattle, WA, USA
- University of Washington, Department of Epidemiology, School of Public
Health, Hans Rosling Center for Population Health,
Seattle, WA, USA
| | - Tanveer Khan
- Harvard Street Neighborhood Health Center,
Dorchester, MA, USA
| | - Travis P. Baggett
- Division of General Internal Medicine, Massachusetts General
Hospital, Boston, MA, USA
- Boston Health Care for the Homeless Program, Program
Institute for Research, Quality & PolicyBoston, MA, USA
- The Mongan Institute Health Policy Research Center,
Massachusetts General Hospital, Boston,
MA, USA
- Harvard Medical School, Boston, MA,
USA
| | | | - Douglas E. Levy
- The Mongan Institute Health Policy Research Center,
Massachusetts General Hospital, Boston,
MA, USA
- Harvard Medical School, Boston, MA,
USA
| | - Lydia E. Pace
- Harvard Medical School, Boston, MA,
USA
- Brigham and Women’s Hospital, Boston,
MA, USA
| | - Jonathan P. Winickoff
- Harvard Medical School, Boston, MA,
USA
- Division of General Academic Pediatrics, Mass General for
Children, Boston, MA, USA
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2
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Faro JM, Obermiller E, Obermiller C, Trinkley KE, Wright G, Sadasivam RS, Foley KL, Cutrona SL, Houston TK. Using routinely available electronic health record data elements to develop and validate a digital divide risk score. JAMIA Open 2025; 8:ooaf004. [PMID: 39906363 PMCID: PMC11792649 DOI: 10.1093/jamiaopen/ooaf004] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2024] [Revised: 01/06/2025] [Accepted: 01/14/2025] [Indexed: 02/06/2025] Open
Abstract
Background Digital health (patient portals, remote monitoring devices, video visits) is a routine part of health care, though the digital divide may affect access. Objectives To test and validate an electronic health record (EHR) screening tool to identify patients at risk of the digital divide. Materials and Methods We conducted a retrospective EHR data extraction and cross-sectional survey of participants within 1 health care system. We identified 4 potential digital divide markers from the EHR: (1) mobile phone number, (2) email address, (3) active patient portal, and (4) >2 patient portal logins in the last year. We mailed surveys to patients at higher risk (missing all 4 markers), intermediate risk (missing 1-3 markers), or lower risk (missing no markers). Combining EHR and survey data, we summarized the markers into risk scores and evaluated its association with patients' report of lack of Internet access. Then, we assessed the association of EHR markers and eHealth Literacy Scale survey outcomes. Results A total of 249 patients (39.4%) completed the survey (53%>65 years, 51% female, 50% minority race, 55% rural/small town residents, 46% private insurance, 45% Medicare). Individually, the 4 EHR markers had high sensitivity (range 81%-95%) and specificity (range 65%-79%) compared with survey responses. The EHR marker-based score (high risk, intermediate risk, low risk) predicted absence of Internet access (receiver operator characteristics c-statistic=0.77). Mean digital health literacy scores significantly decreased as her marker digital divide risk increased (P <.001). Discussion Each of the four EHR markers (Cell phone, email address, patient portal active, and patient portal actively used) compared with self-report yielded high levels of sensitivity, specificity, and overall accuracy. Conclusion Using these markers, health care systems could target interventions and implementation strategies to support equitable patient access to digital health.
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Affiliation(s)
- Jamie M Faro
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA 01605, United States
| | - Emily Obermiller
- Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, NC 27101, United States
| | - Corey Obermiller
- Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, NC 27101, United States
| | - Katy E Trinkley
- Department of Family Medicine, University of Colorado School of Medicine, Aurora, CO 80045, United States
| | - Garth Wright
- Department of Clinical Pharmacy, University of Colorado School of Medicine, Aurora, CO 80045, United States
| | - Rajani S Sadasivam
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA 01605, United States
| | - Kristie L Foley
- Department of Implementation Science, Wake Forest University School of Medicine, Winston-Salem, NC 27101, United States
| | - Sarah L Cutrona
- Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA 01605, United States
- Center for Health Optimization and Implementation Research, Veterans Affairs Bedford Healthcenter System, Bedford, MA 01730, United States
| | - Thomas K Houston
- Department of Internal Medicine, Wake Forest University School of Medicine, Winston-Salem, NC 27101, United States
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3
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De Keyser HH, Anderson WC, Stempel DA, Szefler SJ. Digital Health for Asthma Management: Electronic Medication Monitoring for Adherence as a Case Example. THE JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY. IN PRACTICE 2025:S2213-2198(25)00052-2. [PMID: 39824439 DOI: 10.1016/j.jaip.2024.12.042] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2024] [Revised: 12/30/2024] [Accepted: 12/31/2024] [Indexed: 01/20/2025]
Abstract
Digital health is an umbrella term for components of health care using computer platforms, software, connectivity, and sensors to augment the recording, documentation, and communication of clinical information. The functions of digital health may be viewed in three domains: (1) the repository for patient information, (2) monitoring devices, and (3) communication tools. Monitoring devices have provided robust information as diagnostic and prognostic tools in office and hospital settings. In this review, as a case study, we will discuss the research and our direct clinical experience of electronic medication monitoring technology and the potential benefits to patient care, and the opportunities and perils encountered in using this approach for patients with moderate to severe asthma, including issues related to patient uptake and concerns for bias, impacts on the provider-patient relationship, and discussions regarding monitoring of rescue medication use in exacerbations. Additionally, although there is evidence for improvements in various aspects of patient care afforded by electronic medication monitoring, these devices have not yet seen widespread uptake in clinical settings, and we will discuss the steps needed to address these barriers and keep these important devices available for patient use in the future.
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Affiliation(s)
- Heather Hoch De Keyser
- Breathing Institute, Children's Hospital Colorado, Department of Pediatrics, Pediatric Pulmonary, and Sleep Medicine Section, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colo
| | - William C Anderson
- Section of Allergy and Immunology, Department of Pediatrics, Children's Hospital Colorado, University of Colorado School of Medicine, Aurora, Colo
| | | | - Stanley J Szefler
- Breathing Institute, Children's Hospital Colorado, Department of Pediatrics, Pediatric Pulmonary, and Sleep Medicine Section, University of Colorado School of Medicine and Children's Hospital Colorado, Aurora, Colo.
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4
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Huguet N, Likumahuwa-Ackman S, Holderness H, Lee A, DeVoe JE. Impacts of pragmatic implementation science in a primary care laboratory. J Clin Transl Sci 2024; 9:e20. [PMID: 39911933 PMCID: PMC11795856 DOI: 10.1017/cts.2024.682] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2024] [Revised: 11/14/2024] [Accepted: 12/10/2024] [Indexed: 02/07/2025] Open
Abstract
The Implementation Science Centers in Cancer Control (ISC3) initiative, funded by the National Cancer Institute, called for the development of implementation laboratories to bolster implementation science, create research-ready environments, and expedite adoption and implementation of evidence-based interventions (EBIs) into practice. The Building Research in Implementation and Dissemination to close Gaps and achieve Equity in Cancer Control (BRIDGE-C2) Center is one of seven ISC3 centers. BRIDGE-C2 aims to identify strategies to improve implementation of cancer prevention EBIs and conduct research / develop pragmatic methods to tailor, enhance, and support the adoption and sustainability of these strategies; advance implementation science; and build capacity and training opportunities. Since its inception, the BRIDGE-C2 Center has been conducting research and training activities to advance knowledge on how to effectively implement strategies to improve cancer prevention EBIs in primary care clinics serving socioeconomically disadvantaged patients. The translational science benefits model (TSBM) provides a useful framework for organizing a description of the BRIDGE-C2 Center's activities. In this paper, we describe examples of BRIDGE-C2 activities and the specific impact indicators within each relevant domain/subdomain of the TSBM, demonstrating that a single activity or project has multiple impacts on methods and capacity building, clinical domains, and community health.
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Affiliation(s)
- Nathalie Huguet
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | | | - Heather Holderness
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | | | - Jennifer E. DeVoe
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
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5
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Balis LE, Houghtaling B, Clausen W, Lane H, Wende ME, Pereira E, McLoughlin GM, Harden SM. Advancing implementation science in community settings: the implementation strategies applied in communities (ISAC) compilation. Int J Behav Nutr Phys Act 2024; 21:132. [PMID: 39593079 PMCID: PMC11590528 DOI: 10.1186/s12966-024-01685-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2024] [Accepted: 11/17/2024] [Indexed: 11/28/2024] Open
Abstract
BACKGROUND Implementation strategies have predominantly been operationalized and studied in clinical settings. Implementation strategies are also needed to improve evidence-based intervention (EBI) integration in community settings, but there is a lack of systematic characterization of their use, which limits generalizability of findings. The goals of this study were to determine which implementation strategies are most used to deliver primary prevention EBIs in community settings, develop a compilation and pragmatic strategy selection process with accompanying guidance tools, and understand practitioners' preferences for dissemination. METHODS Purposive and snowball sampling was used to recruit community setting researchers and practitioners delivering primary prevention EBIs (nutrition, physical activity, tobacco prevention) in community settings: education, social services, city planning and transportation, workplaces, recreation/sport, faith-based, and other public health organizations. Semi-structured interviews were conducted using a guide based on the reach, effectiveness, adoption, implementation, maintenance (RE-AIM) framework. Participants were asked to describe barriers experienced and strategies used to overcome them within each RE-AIM dimension. Practitioners were also asked about preferred dissemination strategies, prompted by Diffusion of Innovations theory concepts of sources (who provides information) and channels (how information is provided). A rapid deductive approach was used to analyze findings with a coding matrix aligned with the interview guide. RESULTS Researchers (n = 10) and practitioners (n = 8) across all targeted settings and intervention outcomes completed interviews. Interviewees shared unique implementation strategies (N = 40) which were used to overcome barriers related to multiple RE-AIM dimensions, most commonly implementation (n = 29) and adoption (n = 27). Most frequently mentioned implementation strategies were conduct pragmatic evaluation (n = 31), provide training (n = 26), change adaptable program components (n = 26), and leverage funding sources (n = 21). Webinars (n = 6) and listservs/newsletters (n = 5) were the most mentioned dissemination channels; national public health organizations (n = 13) were the most mentioned sources. CONCLUSIONS Results reflect commonly used implementation strategies in community settings (e.g., training, technical assistance) and add novel strategies not reflected in current taxonomies. Dissemination preferences suggest the need to involve broad-reaching public health organizations. The resultant compilation (Implementation Strategies Applied in Communities) and strategy selection process provide resources to assist researchers and practitioners in applying strategies and improving EBI delivery in community settings.
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Affiliation(s)
- Laura E Balis
- Center for Nutrition & Health Impact, Omaha, NE, USA.
| | - Bailey Houghtaling
- Center for Nutrition & Health Impact, Omaha, NE, USA
- Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, VA, USA
| | | | - Hannah Lane
- Duke University School of Medicine, Durham, NC, USA
| | - Marilyn E Wende
- Department of Health Education and Behavior, University of Florida, Gainesville, FL, USA
| | - Emiliane Pereira
- Department of Health Promotion, University of Nebraska Medical Center, Omaha, NE, USA
| | - Gabriella M McLoughlin
- Department of Social and Behavioral Sciences, Temple University College of Public Health, Philadelphia, PA, USA
- Washington University Implementation Science Center for Cancer Control (WUISC3), St. Louis, MO, USA
| | - Samantha M Harden
- Human Nutrition, Foods, and Exercise, Virginia Tech, Blacksburg, VA, USA
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6
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Emmons KM, Brownson RC, Luke DA. Extending the translational science benefits model to implementation science for cancer prevention and control. J Clin Transl Sci 2024; 8:e211. [PMID: 39790467 PMCID: PMC11713433 DOI: 10.1017/cts.2024.582] [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: 04/22/2024] [Revised: 06/21/2024] [Accepted: 07/23/2024] [Indexed: 01/12/2025] Open
Abstract
Introduction There is increasing pressure on the federal research budget and shifting public opinions about the value of the academic enterprise. We must develop and apply metrics that demonstrate the broad benefits of research for health and society. The Translational Science Benefits Model (TSBM) measures the impact of large-scale translational science initiatives, such as the National Cancer Institute's Cancer Moonshot. TSBM provides the scaffolding to illustrate how science has real-world health impacts. We propose an expansion of the TSBM to explicitly include implementation-focused outcomes. Methods TSBM includes four categories of benefits, including (1) clinical and medical, (2) community and public health, (3) economic, and (4) policy and legislative. Implementation science outcomes serve as a precursor to the model's established domains of impact and can help to sharpen focus on the translational steps needed to achieve a broad range of impacts. We provide several examples of studies that illustrate these implementation outcomes and other clinical and community benefits. Conclusions It is important to consider a broad range of scientific impacts and the conditions that are necessary to achieve them. The expansion of the TSBM to include implementation science outcomes may help to accelerate the cancer community's ability to achieve the goal of preventing 4 million cancer deaths by 2047.
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Affiliation(s)
| | - Ross C. Brownson
- Prevention Research Center, Brown School at Washington University, St Louis, MO, USA
- Department of Surgery, Division of Public Health Sciences and Alvin J, Siteman Cancer Center, Washington University School of Medicine, Washington University, St Louis, MO, USA
| | - Douglas A. Luke
- Center for Public Health Systems Science, Washington University, St Louis, MO, USA
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7
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Kakumanu S, Szefler S, Pappalardo AA, Sales AE, Baptist AP, Stern J, Nyenhuis SM. Applying the dissemination and implementation sciences to allergy and immunology: A Work Group Report from the AAAAI Quality, Adherence, and Outcomes Committee. J Allergy Clin Immunol 2024; 154:893-902. [PMID: 39162669 DOI: 10.1016/j.jaci.2024.07.016] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Revised: 06/04/2024] [Accepted: 07/18/2024] [Indexed: 08/21/2024]
Abstract
Translating evidence-based practice (EBP) into real-world clinical settings often takes a considerable amount of time and resources. In allergy and immunology, the dissemination and implementation (D&I) sciences facilitate the study of how variations in knowledge, resources, patient populations, and staffing models lead to differences in the clinical care of asthma, allergic disease, and primary immunodeficiency. Despite the need for validated approaches to study how to best apply EBP in the real world, the D&I sciences are underutilized. To address this gap, an American Academy of Allergy, Asthma & Immunology (AAAAI) work group was convened to provide an overview for the role of the D&I sciences in clinical care and future research within the field. For the D&I sciences to be leveraged effectively, teams should be multidisciplinary and inclusive of community and clinical partners, and multimethods approaches to data collection and analyses should be used. Used appropriately, the D&I sciences provide important tools to promote EBP and health equity as well as optimization of clinical practice in allergy and immunology.
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Affiliation(s)
- Sujani Kakumanu
- University of Wisconsin School of Medicine and Public Health, Madison, Wis; William S. Middleton Veterans Memorial Hospital, Madison, Wis.
| | - Stanley Szefler
- Department of Pediatrics, Section of Pediatric Pulmonary and Sleep Medicine, Anschutz Medical Campus, University of Colorado School of Medicine, Aurora, Colo; Breathing Institute, Children's Hospital Colorado, Aurora, Colo
| | - Andrea A Pappalardo
- Departments of Medicine and Pediatrics, Division of Pulmonary, Critical Care, Sleep and Allergy, University of Illinois, Chicago, Ill
| | - Anne E Sales
- Sinclair School of Nursing and Department of Family and Community Medicine, University of Missouri, Columbia, Mo; Veterans Affairs, Ann Arbor Healthcare System, Ann Arbor, Mich
| | - Alan P Baptist
- Division of Allergy and Clinical Immunology, Henry Ford Health, Detroit, Mich
| | - Jessica Stern
- Division of Allergy, Immunology, and Rheumatology, Division of Pediatric Allergy and Immunology, University of Rochester School of Medicine and Dentistry, Rochester, NY
| | - Sharmilee M Nyenhuis
- Department of Pediatrics, Section of Allergy, Immunology, and Pulmonology, University of Chicago, Chicago, Ill
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8
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Lewis CC, Frank HE, Cruden G, Kim B, Stahmer AC, Lyon AR, Albers B, Aarons GA, Beidas RS, Mittman BS, Weiner BJ, Williams NJ, Powell BJ. A research agenda to advance the study of implementation mechanisms. Implement Sci Commun 2024; 5:98. [PMID: 39285504 PMCID: PMC11403843 DOI: 10.1186/s43058-024-00633-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Accepted: 08/30/2024] [Indexed: 09/20/2024] Open
Abstract
BACKGROUND Implementation science scholars have made significant progress identifying factors that enable or obstruct the implementation of evidence-based interventions, and testing strategies that may modify those factors. However, little research sheds light on how or why strategies work, in what contexts, and for whom. Studying implementation mechanisms-the processes responsible for change-is crucial for advancing the field of implementation science and enhancing its value in facilitating equitable policy and practice change. The Agency for Healthcare Research and Quality funded a conference series to achieve two aims: (1) develop a research agenda on implementation mechanisms, and (2) actively disseminate the research agenda to research, policy, and practice audiences. This article presents the resulting research agenda, including priorities and actions to encourage its execution. METHOD Building on prior concept mapping work, in a semi-structured, 3-day, in-person working meeting, 23 US-based researchers used a modified nominal group process to generate priorities and actions for addressing challenges to studying implementation mechanisms. During each of the three 120-min sessions, small groups responded to the prompt: "What actions need to be taken to move this research forward?" The groups brainstormed actions, which were then shared with the full group and discussed with the support of facilitators trained in structured group processes. Facilitators grouped critical and novel ideas into themes. Attendees voted on six themes they prioritized to discuss in a fourth, 120-min session, during which small groups operationalized prioritized actions. Subsequently, all ideas were collated, combined, and revised for clarity by a subset of the authorship team. RESULTS From this multistep process, 150 actions emerged across 10 priority areas, which together constitute the research agenda. Actions included discrete activities, projects, or products, and ways to shift how research is conducted to strengthen the study of implementation mechanisms. CONCLUSIONS This research agenda elevates actions to guide the selection, design, and evaluation of implementation mechanisms. By delineating recommended actions to address the challenges of studying implementation mechanisms, this research agenda facilitates expanding the field of implementation science, beyond studying what works to how and why strategies work, in what contexts, for whom, and with which interventions.
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Affiliation(s)
- Cara C Lewis
- Kaiser Permanente Washington Health Research Institute, 1730 Minor Avenue, Suite 1600, Seattle, WA, 98101, USA.
| | - Hannah E Frank
- The Warren Alpert Medical School, Brown University, Box G-BH, Providence, RI, 02912, USA
| | - Gracelyn Cruden
- Chestnut Health System, Lighthouse Institute - OR Group, 1255 Pearl St, Ste 101, Eugene, OR 97401, USA
| | - Bo Kim
- Center for Healthcare Organization and Implementation Research, VA Boston Healthcare System, 150 South Huntington Avenue, Boston, MA, 02130, USA
- Department of Psychiatry, Harvard Medical School, 25 Shattuck Street, Boston, MA, 02115, USA
| | - Aubyn C Stahmer
- UC Davis MIND Institute, 2825 50Th St, Sacramento, CA, 95819, USA
| | - Aaron R Lyon
- Department of Psychiatry and Behavioral Sciences, University of Washington, 1959 NE Pacific Street Box 356560, Seattle, WA, 98195-6560, USA
| | - Bianca Albers
- Institute for Implementation Science in Health Care, University of Zurich, Zürich, Switzerland
| | - Gregory A Aarons
- Department of Psychiatry, University of California San Diego, 9500 Gilman Drive La Jolla California, San Diego, 92093, CA, USA
| | - Rinad S Beidas
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, 625 N Michigan Avenue, Evanston, IL, 60661, USA
| | - Brian S Mittman
- Division of Health Services Research & Implementation Science, Department of Research & Evaluation, Kaiser Permanente Southern California, 100 S Los Robles Ave, Pasadena, CA, 91101, USA
| | - Bryan J Weiner
- Department of Global Health, School of Public Health, Box 357965, Seattle, WA, 98195, USA
| | - Nate J Williams
- School of Social Work, Boise State University, Boise, ID, 83725, USA
| | - Byron J Powell
- Center for Mental Health Services Research, Brown School, Washington University in St. Louis, St. Louis, MO, USA
- Center for Dissemination & Implementation, Institute for Public Health, Washington University in St. Louis, St. Louis, MO, USA
- Division of Infectious Diseases, John T. Milliken Department of Medicine, School of Medicine, Washington University in St. Louis, St. Louis, MO, USA
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Aschbrenner KA, Haines ER, Kruse GR, Olugbenga AO, Thomas AN, Khan T, Martinez S, Emmons KM, Bartels SJ. Applying cognitive walkthrough methodology to improve the usability of an equity-focused implementation strategy. Implement Sci Commun 2024; 5:95. [PMID: 39227912 PMCID: PMC11373107 DOI: 10.1186/s43058-024-00630-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Accepted: 08/18/2024] [Indexed: 09/05/2024] Open
Abstract
BACKGROUND Our research team partnered with primary care and quality improvement staff in Federally Qualified Community Health Centers (CHCs) to develop Partnered and Equity Data-Driven Implementation (PEDDI) to promote equitable implementation of evidence-based interventions. The current study used a human-centered design methodology to evaluate the usability of PEDDI and generate redesign solutions to address usability issues in the context of a cancer screening intervention. METHODS We applied the Cognitive Walkthrough for Implementation Strategies (CWIS), a pragmatic assessment method with steps that include group testing with end users to identify and prioritize usability problems. We conducted three facilitated 60-min CWIS sessions with end users (N = 7) from four CHCs that included scenarios and related tasks for implementing a colorectal cancer (CRC) screening intervention. Participants rated the likelihood of completing each task and identified usability issues and generated ideas for redesign solutions during audio-recorded CWIS sessions. Participants completed a pre-post survey of PEDDI usability. Our research team used consensus coding to synthesize usability problems and redesign solutions from transcribed CWIS sessions. RESULTS Usability ratings (scale 0-100: higher scores indicating higher usability) of PEDDI averaged 66.3 (SD = 12.4) prior to the CWIS sessions. Scores averaged 77.8 (SD = 9.1) following the three CWIS sessions improving usability ratings from "marginal acceptability" to "acceptable". Ten usability problems were identified across four PEDDI tasks, comprised of 2-3 types of usability problems per task. CWIS participants suggested redesign solutions that included making data fields for social determinants of health and key background variables for identifying health equity targets mandatory in the electronic health record and using asynchronous communication tools to elicit ideas from staff for adaptations. CONCLUSIONS Usability ratings indicated PEDDI was in the acceptable range following CWIS sessions. Staff identified usability problems and redesign solutions that provide direction for future improvements in PEDDI. In addition, this study highlights opportunities to use the CWIS methodology to address inequities in the implementation of cancer screening and other clinical innovations in resource-constrained healthcare settings.
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Affiliation(s)
- Kelly A Aschbrenner
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Dartmouth-Hitchcock Medical Center, One Medical Center Drive, Lebanon, NH, 03756, USA.
- Dartmouth Health Merrimack Family Practice, 294 Daniel Webster Highway, Merrimack, NH, 03054, USA.
| | - Emily R Haines
- Wake Forest University School of Medicine, 525 Vine Street, Winston-Salem, NC, 27101, USA
| | - Gina R Kruse
- Division of General Internal Medicine, University of Colorado School of Medicine, 13001 E 17th PL, Aurora, CO, 80045, USA
| | - Ayotola O Olugbenga
- Brockton Neighborhood Health Center, 63 Main Street, Brockton, MA, 02301, USA
| | - Annette N Thomas
- Brockton Neighborhood Health Center, 63 Main Street, Brockton, MA, 02301, USA
| | - Tanveer Khan
- Harvard Street Neighborhood Health Center, 632 Blue Hill Ave, Dorchester, MA, 02121, USA
| | | | - Karen M Emmons
- Harvard T.H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA
| | - Stephen J Bartels
- Massachusetts General Hospital, 125 Nashua St, Boston, MA, 02114, USA
- Harvard T.H. Chan School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA
- The Mongan Institute, Massachusetts General Hospital, 100 Cambridge Street Suite 1600, Boston, MA, 02114, USA
- Harvard Medical School, 25 ShaAuck Street, Boston, MA, 02115, USA
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10
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Cuba L, Dürr P, Gessner K, Häcker B, Fietkau R, Siebler J, Pavel M, Neurath MF, Berking C, Wullich B, Brückl V, Beckmann MW, Fromm MF, Dörje F. A Hybrid Type III Effectiveness-Implementation Trial to Optimize Medication Safety With Oral Antitumor Therapy in Real-World: The AMBORA Competence and Consultation Center. JCO Oncol Pract 2024; 20:1219-1230. [PMID: 38848539 DOI: 10.1200/op.23.00694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Revised: 01/30/2024] [Accepted: 04/18/2024] [Indexed: 06/09/2024] Open
Abstract
PURPOSE Implementation science endeavors to facilitate the translation of evidence-based research into clinical routine. The clinical pharmacological/pharmaceutical care program evaluated in the randomized AMBORA trial on medication safety with oral antitumor therapeutics (OAT) optimizes care delivery and provides significant benefits for patients, treatment teams, and health care systems. Thus, we aimed to investigate the implementation of this care program within the AMBORA Competence and Consultation Center (AMBORA Center). METHODS The AMBORA Center within a University Comprehensive Cancer Center offered several services (eg, patient consultations) and was evaluated according to the RE-AIM framework. This multicenter hybrid type III trial focused on implementation outcomes (eg, patient recruitment, referring units, evaluation of services) while concurrently investigating effectiveness (eg, side effects, medication errors). Quantitative and qualitative assessments were combined. RESULTS The AMBORA Center conducted over 800 consultations with 420 patients in seven institutions. The primary end point of counseling 70% of patients treated with OAT was not reached. Patients were referred by 15 treatment units compared with 11 units in the AMBORA trial. On the basis of heterogeneous referral rates and characteristics across the institutions, barriers and facilitators of the implementation process were derived. Several survey results (eg, stakeholder interviews, online/paper-based questionnaires) reflected a high appreciation of services by patients and health care professionals. The severity of 60.1% (178 of 296) of detected side effects improved, and 86.3% (297 of 344) of medication errors were resolved. CONCLUSION Despite not reaching the primary implementation outcome, the AMBORA Center included more treatment units and demonstrated patient benefit of the AMBORA care program by meeting all effectiveness outcomes. We outlined quantitative and qualitative implementation characteristics to enhance outreach and foster further dissemination of centers to optimize medication safety with OAT.
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Affiliation(s)
- Lisa Cuba
- Pharmacy Department, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Institute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
| | - Pauline Dürr
- Pharmacy Department, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Institute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
| | - Katja Gessner
- Institute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
| | | | - Rainer Fietkau
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Radiation Oncology, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Jürgen Siebler
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Medicine 1, Gastroenterology, Pneumology and Endocrinology, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Marianne Pavel
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Medicine 1, Gastroenterology, Pneumology and Endocrinology, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Markus F Neurath
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Medicine 1, Gastroenterology, Pneumology and Endocrinology, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Carola Berking
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Dermatology, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Bernd Wullich
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
| | - Valeska Brückl
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Medicine 5, Hematology and Oncology, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Matthias W Beckmann
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- Department of Obstetrics and Gynecology, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Martin F Fromm
- Institute of Experimental and Clinical Pharmacology and Toxicology, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- FAU NeW - Research Center New Bioactive Compounds, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
| | - Frank Dörje
- Pharmacy Department, Universitätsklinikum Erlangen and Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
- Comprehensive Cancer Center Erlangen-EMN, Universitätsklinikum Erlangen, Erlangen, Germany
- Bavarian Cancer Research Center (BZKF), Erlangen, Germany
- FAU NeW - Research Center New Bioactive Compounds, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany
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Dolansky MA, Horvat Davey C, Moore SM. Research and Practice in Quality Improvement and Implementation Science: The Synergy for Change Model. J Nurs Care Qual 2024; 39:199-205. [PMID: 38232232 DOI: 10.1097/ncq.0000000000000760] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/19/2024]
Abstract
BACKGROUND Nurses play an essential role in the achievement of quality depicted by the Quintuple Aim to improve clinical outcomes, patient experience, equity, provider well-being, and reduction of costs. When quality gaps occur, practice change is required and is facilitated by quality improvement (QI) and implementation science (IS) methods. QI and IS research are required to advance our understanding of the mechanisms that explain how evidence is implemented and improvements are made. PROBLEM Despite past efforts of the evidence-based practice and QI movements, challenges persist in sustaining practice improvements and translating research findings to direct patient care. APPROACH The purpose of this article is to describe the Synergy for Change Model that proposes that both QI and IS research and practice be used to accelerate improvements in health care quality. CONCLUSIONS Recognizing the synergy of QI and IS practice and research will accelerate nursing's contributions to high-quality and safe care.
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Affiliation(s)
- Mary A Dolansky
- Author Affiliations: Hirsh Institute (Dr Dolansky); and Frances Payne Bolton School of Nursing, Case Western Reserve University, Cleveland, Ohio (Drs Dolansky, Horvat Davey, and Moore)
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12
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Tsui J, Shin M, Sloan K, Mackie TI, Garcia S, Fehrenbacher AE, Crabtree BF, Palinkas LA. Use of concept mapping to inform a participatory engagement approach for implementation of evidence-based HPV vaccination strategies in safety-net clinics. Implement Sci Commun 2024; 5:71. [PMID: 38926886 PMCID: PMC11210134 DOI: 10.1186/s43058-024-00607-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2024] [Accepted: 06/19/2024] [Indexed: 06/28/2024] Open
Abstract
BACKGROUND Multiple evidence-based strategies (EBS) for promoting HPV vaccination exist. However, adolescent HPV vaccination rates remain below target levels in communities at high risk for HPV-associated cancers and served by safety-net clinics. Participatory engaged approaches are needed to leverage the expertise of community and clinical partners in selecting EBS relevant to their local context. We engaged concept mapping as a method to inform the adoption and adaptation of EBS that seeks to empower implementation partners to prioritize, select, and ultimately implement context-relevant EBS for HPV vaccination. METHODS Using 38 EBS statements generated from qualitative interviews and national HPV vaccine advocacy sources, we conducted a modified concept mapping activity with partners internal to safety-net clinics and external community members in two study sites of a larger implementation study (Greater Los Angeles and New Jersey), to sort EBS into clusters and rate each EBS by importance and feasibility for increasing HPV vaccination within safety-net clinics. Concept mapping findings (EBS statement ratings, ladder graphs and go-zones) were shared with leaders from a large federally qualified health center (FQHC) system (focusing on three clinic sites), to select and implement EBS over 12 months. RESULTS Concept mapping participants (n=23) sorted and rated statements, resulting in an eight-cluster solution: 1) Community education and outreach; 2) Advocacy and policy; 3) Data access/quality improvement monitoring; 4) Provider tracking/audit and feedback; 5) Provider recommendation/communication; 6) Expanding vaccine access; 7) Reducing missed opportunities; and 8) Nurse/staff workflow and training. The FQHC partner then selected to intervene on eight of 17 EBS statements in the "go-zone" for action, with three from "reducing missed opportunities," two from "nurse/staff workflow and training," and one each from "provider tracking/audit and feedback," "provider recommendation/communication," and "expanding vaccine access," which the research team addressed through the implementation of three multi-level intervention strategies (e.g., physician communication training, staff training and workflow assessment, audit and feedback of clinic processes). CONCLUSIONS Concept mapping provided a powerful participatory approach to identify multilevel EBS for HPV vaccination relevant to the local safety-net clinic context, particularly when several strategies exist, and prioritization is necessary. This study demonstrates how a clinic system benefited directly from the ratings and prioritization of EBS by multilevel clinic and community partners within the broader safety-net clinic context to identify and adapt prioritized solutions needed to advance HPV vaccine equity.
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Affiliation(s)
- Jennifer Tsui
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, 1441 Eastlake Ave, Los Angeles, CA, 90033, USA.
- Norris Comprehensive Cancer Center, University of Southern California, Los Angeles, CA, USA.
| | - Michelle Shin
- Department of Child, Family, and Population Health Nursing, School of Nursing, University of Washington, Seattle, WA, USA
| | - Kylie Sloan
- Department of Social and Behavioral Sciences, School of Nursing, University of California, San Francisco, USA
| | - Thomas I Mackie
- School of Public Health, SUNY Downstate Health Sciences University, Brooklyn, NY, USA
| | - Samantha Garcia
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, 1441 Eastlake Ave, Los Angeles, CA, 90033, USA
| | - Anne E Fehrenbacher
- Department of Population and Public Health Sciences, Keck School of Medicine, University of Southern California, 1441 Eastlake Ave, Los Angeles, CA, 90033, USA
| | - Benjamin F Crabtree
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, Rutgers the State University of New Jersey, New Brunswick, NJ, USA
- Rutgers Cancer Institute of New Jersey, Rutgers the State University of New Jersey, New Brunswick, NJ, USA
| | - Lawrence A Palinkas
- Herbert Wertheim School of Public Health and Longevity Science, University of California San Diego, La Jolla, CA, USA
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Shelton RC, Brownson RC. Enhancing Impact: A Call to Action for Equitable Implementation Science. PREVENTION SCIENCE : THE OFFICIAL JOURNAL OF THE SOCIETY FOR PREVENTION RESEARCH 2024; 25:174-189. [PMID: 37878237 PMCID: PMC11133096 DOI: 10.1007/s11121-023-01589-z] [Citation(s) in RCA: 13] [Impact Index Per Article: 13.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/02/2023] [Indexed: 10/26/2023]
Abstract
Despite investments in evidence-based interventions and Implementation Science, most evidence-based interventions are not widely or routinely adopted, delivered, or sustained in many real-world community and healthcare settings. This gap is even greater in settings and populations experiencing numerous social and structural barriers to health, with important implications for persistent patterns in health inequities. In this Viewpoint, as part of a Special Issue on Advancing the Adaptability of Chronic Disease Prevention and Management through Implementation Science, we outline seven calls to action for the field of Implementation Science, with the goal of encouraging researchers, practitioners, and funders to be more intentional and accountable in applying Implementation Science to have greater impact on promoting health equity. Calls to action include (1) enhance public health, community, and multi-sectoral partnerships to promote health equity and equitable implementation; (2) revisit and build the evidence base needed to promote health equity and impact at multiple levels; (3) prioritize focus on policy development, dissemination, and implementation; (4) be agile and responsive in application of Implementation Science frameworks, processes, and methods; (5) identify and redefine meaningful metrics for equity and impact; (6) disseminate scientific evidence and research to a diverse range of partners and potential beneficiaries; and (7) extend focus on de-implementation, mis-implementation, and sustainability which are central to enhancing health equity. Additionally, we outline why a focus on prevention and public health is essential to making progress towards health equity in Implementation Science, summarize important advancements that the field has made towards making equity more foundational, and pose important research questions to enhance equitable impact of work in this area.
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Affiliation(s)
- Rachel C Shelton
- Mailman School of Public Health, Department of Sociomedical Sciences, Columbia University, 722 W 168th Street, New York, NY, 10032, USA.
- Columbia University, Irving Institute for Clinical and Translational Research, New York, NY, 10032, USA.
| | - Ross C Brownson
- Prevention Research Center, Brown School at Washington University in St. Louis, 1 Brookings Drive, Campus, Box 1196, St. Louis, MO, 63130, USA
- Department of Surgery, Division of Public Health Sciences, and Alvin J. Siteman Cancer Center, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, 63130, USA
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Glasgow RE, Ford BS, Bradley CJ. Implementation science for cancer control: One center's experience addressing context, adaptation, equity, and sustainment. Transl Behav Med 2024; 14:215-224. [PMID: 38159246 PMCID: PMC10956964 DOI: 10.1093/tbm/ibad078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2024] Open
Abstract
Implementation science (IS) has great potential to enhance the frequency, speed, and quality of the translation of evidence-based programs, policies, products, and guidelines into practice. Progress has been made, but with some notable exceptions, this promise has not been achieved for cancer prevention and control. We discuss five interrelated but conceptually distinct, crosscutting issues important to accelerate IS for cancer prevention and control and how our Colorado Implementation Science Center in Cancer Control (COISC3) addressed these issues. These needs and opportunities include more fully addressing changing, multi-level context; guiding rapid, iterative adaptations; evaluating innovative approaches to engagement and health equity; greater attention to costs and economic issues; and sustainability. We summarize conceptual issues; evaluation needs and capacity building activities and then provide examples of how our IS center addressed these five needs for cancer prevention and control. We discuss changes made to address priorities of (i) guiding adaptations of implementation strategies to address changing context and (ii) working on issues identified and prioritized by our primary care partners rather than the research team. We conclude with discussion of lessons learned, limitations, and directions for future research and practice in IS to enhance cancer prevention and control as well as translational behavioral medicine more generally.
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Affiliation(s)
- Russell E Glasgow
- Colorado Implementation Science Center in Cancer Control, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Adult and Child Center for Health Outcomes Research and Delivery Science, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Bryan S Ford
- Colorado Implementation Science Center in Cancer Control, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- Adult and Child Center for Health Outcomes Research and Delivery Science, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Cathy J Bradley
- Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
- University of Colorado Comprehensive Cancer Center, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
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15
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Ramalingam N, Coury J, Barnes C, Kenzie ES, Petrik AF, Mummadi RR, Coronado G, Davis MM. Provision of colonoscopy in rural settings: A qualitative assessment of provider context, barriers, facilitators, and capacity. J Rural Health 2024; 40:272-281. [PMID: 37676061 PMCID: PMC10918036 DOI: 10.1111/jrh.12793] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2023] [Revised: 08/07/2023] [Accepted: 08/26/2023] [Indexed: 09/08/2023]
Abstract
PURPOSE Colonoscopy can prevent morbidity and mortality from colorectal cancer (CRC) and is the most commonly used screening method in the United States. Barriers to colonoscopy at multiple levels can contribute to disparities. Yet, in rural settings, little is known about who delivers colonoscopy and facilitators and barriers to colonoscopy access through screening completion. METHODS We conducted a qualitative study with providers in rural Oregon who worked in endoscopy centers or primary care clinics. Semistructured interviews, conducted in July and August, 2021, focused on clinician experiences providing colonoscopy to rural Medicaid patients, including workflows, barriers, and access. We used thematic analysis, through immersion crystallization, to analyze interview transcripts and develop emergent themes. FINDINGS We interviewed 19 providers. We found two categories of colonoscopy providers: primary care providers (PCPs) doing colonoscopy on their own patients (n = 9; 47%) and general surgeons providing colonoscopy to patients referred to their services (n = 10; 53%). Providers described barriers to colonoscopy at the provider, community, and patient levels and suggested patient supports could help overcome them. Providers found current colonoscopy capacity sufficient, but noted PCPs trained to perform colonoscopy would be key to continued accessibility. Finally, providers shared concerns about the shrinking number of PCP endoscopists, especially with anticipated increased screening demand related to the CRC screening guideline shift. CONCLUSIONS These themes reflect opportunities to address multilevel barriers to improve access, colonoscopy capacity, and patient education approaches. Our results highlight that PCPs are an essential part of the workforce that provides colonoscopy in rural areas.
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Affiliation(s)
- NithyaPriya Ramalingam
- Oregon Rural Practice-based Research Network, Oregon Health & Science University, 3030 S Moody Avenue, Suite 160, Portland, OR 97201
| | - Jennifer Coury
- Oregon Rural Practice-based Research Network, Oregon Health & Science University, 3030 S Moody Avenue, Suite 160, Portland, OR 97201
| | - Chrystal Barnes
- Oregon Rural Practice-based Research Network, Oregon Health & Science University, 3030 S Moody Avenue, Suite 160, Portland, OR 97201
| | - Erin S. Kenzie
- Oregon Rural Practice-based Research Network, Oregon Health & Science University, 3030 S Moody Avenue, Suite 160, Portland, OR 97201
- Department of Family Medicine & School of Public Health, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, OR 97239-3098
| | - Amanda F. Petrik
- Kaiser Permanente Center for Health Research, 3800 N Interstate Ave, Portland, OR 97227
| | - Rajasekhara R Mummadi
- Kaiser Permanente Center for Health Research, 3800 N Interstate Ave, Portland, OR 97227
| | - Gloria Coronado
- Kaiser Permanente Center for Health Research, 3800 N Interstate Ave, Portland, OR 97227
| | - Melinda M. Davis
- Oregon Rural Practice-based Research Network, Oregon Health & Science University, 3030 S Moody Avenue, Suite 160, Portland, OR 97201
- Department of Family Medicine & School of Public Health, Oregon Health & Science University, 3181 S.W. Sam Jackson Park Road, Portland, OR 97239-3098
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Aschbrenner KA, Cruz JL, Kruse GR, Nguyen H, Huebner Torres C, Celli M, Sarcione C, Singh D, Emmons KM. Leveraging an implementation science partnership network to understand how Federally Qualified Health Centers operationalize and address health equity. Transl Behav Med 2024; 14:23-33. [PMID: 37542519 PMCID: PMC10782902 DOI: 10.1093/tbm/ibad046] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/07/2023] Open
Abstract
Health equity-focused implementation research requires using definitions and approaches that are relevant and meaningful to implementation partners. We examined how health equity was operationalized and addressed at Federally Qualified Health Centers (FQHCs). We conducted semi-structured interviews with leadership (n = 19) and staff (n = 12) at 10 FQHCs in an implementation science partnership network for cancer control equity to understand how they operationalized and addressed health equity. We performed rapid qualitative analysis and shared findings with a larger group of 13 community health centers (including the 10 FQHCs) at an Implementation Learning Community (ILC) to identify action areas for research and practice, followed by a second phase of synthesizing qualitative codes into themes and mapping themes onto a framework for advancing health equity in healthcare organizations. Participants defined health equity as central to the mission of FQHCs, and identified barriers (e.g. financing models) and facilitators (e.g. interpreter services) to advancing health equity at FQHCs. These findings resonated with ILC participants who emphasized the challenge of addressing root cause social determinants of inequities using limited available resources in FQHCs and the importance of developing meaningful collaboration with communities for data collection, data interpretation, data use, and data ownership. Themes captured recommendations to advance health equity in daily work at FQHCs, including investments in staffing, training, and resources. Mapping qualitative themes from health equity-centered interviews with FQHC partners onto a framework for advancing health equity in healthcare organizations can provide clear, context-specific direction for actions aimed at improving health and healthcare equity.
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Affiliation(s)
- Kelly A Aschbrenner
- Geisel School of Medicine at Dartmouth College, Hanover, USA
- Dartmouth Health System, Lebanon, USA
| | | | | | | | | | - Maria Celli
- Brockton Neighborhood Health Center, Brockton, MA, USA
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Yu Z, Wang Y, Cai M, Chen J, Zou Q, Fan Q, Zhang L. Plasmonic nanoprobes on single AuNTs for evaluating and monitoring the dynamic release of 2D drug carriers. J Mater Chem B 2023; 11:11164-11172. [PMID: 37982293 DOI: 10.1039/d3tb02255b] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2023]
Abstract
The use of nanomaterials in drug delivery has gained significant attention in recent years. In this project, we developed a novel localized surface plasmon resonance (LSPR) nanoprobe on single gold triangular nanoplates (AuNTs) for dynamic monitoring of the drug carrier release process. Graphene, as the drug carrier, could be immobilized on the AuNT surface through the π-π* stacking effect. Upon loading or releasing the model drug (doxorubicin, DOX), subtle changes in the local microenvironment's dielectric constant around the AuNTs induced notable red-shifts or blue-shifts in the LSPR scattering spectra of single AuNTs. Furthermore, the spectral shifts led to a continuous enhancement in the red channel of the dark field microscopy (DFM) images during the drug release process in vitro, demonstrating that the drug release system is not susceptible to potential confounding factors. These release kinetics results under different conditions could be well-fitted using the Higuchi desorption model, further proving that this nanoprobe could be employed for evaluating the controlled release ability of 2D nanocarriers. These findings are expected to inspire new ideas and technologies in the preparation of more effective drug carriers, making a significant contribution to the development of drug delivery nanosystems and nanomedicine.
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Affiliation(s)
- Zejie Yu
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, Nanjing 210023, China.
| | - Yi Wang
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, Nanjing 210023, China.
| | - Miaomiao Cai
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, Nanjing 210023, China.
| | - Jiachang Chen
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, Nanjing 210023, China.
| | - Qirong Zou
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, Nanjing 210023, China.
| | - Quli Fan
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, Nanjing 210023, China.
| | - Lei Zhang
- State Key Laboratory of Organic Electronics and Information Displays & Institute of Advanced Materials (IAM), Nanjing University of Posts & Telecommunications, Nanjing 210023, China.
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Yabroff KR, Boehm AL, Nogueira LM, Sherman M, Bradley CJ, Shih YCT, Keating NL, Gomez SL, Banegas MP, Ambs S, Hershman DL, Yu JB, Riaz N, Stockler MR, Chen RC, Franco EL. An essential goal within reach: attaining diversity, equity, and inclusion for the Journal of the National Cancer Institute journals. J Natl Cancer Inst 2023; 115:1115-1120. [PMID: 37806780 DOI: 10.1093/jnci/djad177] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 08/25/2023] [Indexed: 10/10/2023] Open
Affiliation(s)
- K Robin Yabroff
- Surveillance and Health Equity Science Department, American Cancer Society, Atlanta, GA, USA
| | | | - Leticia M Nogueira
- Surveillance and Health Equity Science Department, American Cancer Society, Atlanta, GA, USA
| | - Mark Sherman
- Quantitative Health Sciences, Mayo Clinic College of Medicine and Science, Jacksonville, FL, USA
| | - Cathy J Bradley
- University of Colorado Comprehensive Cancer Center and Colorado School of Public Health, Aurora, CO, USA
| | - Ya-Chen Tina Shih
- University of California Los Angeles Jonsson Comprehensive Cancer Center and Department of Radiation Oncology, School of Medicine, Los Angeles, CA, USA
| | - Nancy L Keating
- Department of Health Care Policy, Harvard Medical School, and Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Scarlett L Gomez
- Department of Urology and Epidemiology and Biostatistics, Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Matthew P Banegas
- Department of Radiation Medicine and Applied Sciences, University of California at San Diego, San Diego, CA, USA
| | - Stefan Ambs
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Dawn L Hershman
- Division of Hematology/Oncology, Columbia University, New York, NY, USA
| | - James B Yu
- Department of Radiation Oncology, St. Francis Hospital and Trinity Health of New England, Hartford, CT, USA
| | - Nadeem Riaz
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Martin R Stockler
- National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Sydney, New South Wells, Australia
| | - Ronald C Chen
- Department of Radiation Oncology, University of Kansas Medical Center, Kansas City, KS, USA
| | - Eduardo L Franco
- Division of Cancer Epidemiology, McGill University, Montreal, Canada
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Aschbrenner KA, Oh AY, Tabak RG, Hannon PA, Angier HE, Moore WT, Likumahuwa-Ackman S, Carroll JK, Baumann AA, Beidas RS, Mazzucca-Ragan S, Waters EA, Sadasivam RS, Shelton RC. Integrating a focus on health equity in implementation science: Case examples from the national cancer institute's implementation science in cancer control centers (ISC 3) network. J Clin Transl Sci 2023; 7:e226. [PMID: 38028358 PMCID: PMC10643915 DOI: 10.1017/cts.2023.638] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 09/11/2023] [Accepted: 09/23/2023] [Indexed: 12/01/2023] Open
Abstract
Background A Health Equity Task Force (HETF) of members from seven Centers funded by the National Cancer Institute's (NCI) Implementation Science in Cancer Control Centers (ISC3) network sought to identify case examples of how Centers were applying a focus on health equity in implementation science to inform future research and capacity-building efforts. Methods HETF members at each ISC3 collected information on how health equity was conceptualized, operationalized, and addressed in initial research and capacity-building efforts across the seven ISC3 Centers funded in 2019-2020. Each Center completed a questionnaire assessing five health equity domains central to implementation science (e.g., community engagement; implementation science theories, models, and frameworks (TMFs); and engaging underrepresented scholars). Data generated illustrative examples from these five domains. Results Centers reported a range of approaches focusing on health equity in implementation research and capacity-building efforts, including (1) engaging diverse community partners/settings in making decisions about research priorities and projects; (2) applying health equity within a single TMF applied across projects or various TMFs used in specific projects; (3) evaluating health equity in operationalizing and measuring health and implementation outcomes; (4) building capacity for health equity-focused implementation science among trainees, early career scholars, and partnering organizations; and (5) leveraging varying levels of institutional resources and efforts to engage, include, and support underrepresented scholars. Conclusions Examples of approaches to integrating health equity across the ISC3 network can inform other investigators and centers' efforts to build capacity and infrastructure to support growth and expansion of health equity-focused implementation science.
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Affiliation(s)
- Kelly A. Aschbrenner
- Department of Psychiatry, Geisel School of Medicine at Dartmouth, Dartmouth-Hitchcock Medical Center, Hanover, NH, USA
| | - April Y. Oh
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | - Rachel G. Tabak
- Brown School, Washington University in St. Louis, St. Louis, MO, USA
| | - Peggy A. Hannon
- Department of Health Systems and Population Health, School of Public Health, University of Washington, Seattle, WA, USA
| | - Heather E. Angier
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | - W. Todd Moore
- Division of Cancer Control and Population Sciences, National Cancer Institute, Rockville, MD, USA
| | | | | | - Ana A. Baumann
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Rinad S. Beidas
- Department of Medical Social Sciences, Northwestern University Feinberg School of Medicine, Chicago, IL, USA
| | | | - Erika A. Waters
- Division of Public Health Sciences, Department of Surgery, Washington University School of Medicine, St. Louis, MO, USA
| | - Rajani S. Sadasivam
- Division of Health Informatics and Implementation Science, Department of Population and Quantitative Health Sciences, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Rachel C. Shelton
- Department of Sociomedical Sciences, Mailman School of Public Health, Columbia University, New York, NY, USA
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20
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Yabroff KR, Boehm AL, Nogueira LM, Sherman M, Bradley CJ, Shih YCT, Keating NL, Gomez SL, Banegas MP, Ambs S, Hershman DL, Yu JB, Riaz N, Stockler MR, Chen RC, Franco EL. An essential goal within reach: attaining diversity, equity, and inclusion for the Journal of the National Cancer Institute journals. JNCI Cancer Spectr 2023; 7:pkad063. [PMID: 37806772 PMCID: PMC10560610 DOI: 10.1093/jncics/pkad063] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/16/2023] [Accepted: 08/25/2023] [Indexed: 10/10/2023] Open
Affiliation(s)
- K Robin Yabroff
- Surveillance and Health Equity Science Department, American Cancer Society, Atlanta, GA, USA
| | | | - Leticia M Nogueira
- Surveillance and Health Equity Science Department, American Cancer Society, Atlanta, GA, USA
| | - Mark Sherman
- Quantitative Health Sciences, Mayo Clinic College of Medicine and Science, Jacksonville, FL, USA
| | - Cathy J Bradley
- University of Colorado Comprehensive Cancer Center and Colorado School of Public Health, Aurora, CO, USA
| | - Ya-Chen Tina Shih
- University of California Los Angeles Jonsson Comprehensive Cancer Center and Department of Radiation Oncology, School of Medicine, Los Angeles, CA, USA
| | - Nancy L Keating
- Department of Health Care Policy, Harvard Medical School, and Department of Medicine, Brigham and Women’s Hospital, Boston, MA, USA
| | - Scarlett L Gomez
- Department of Urology and Epidemiology and Biostatistics, Helen Diller Family Comprehensive Cancer Center, University of California San Francisco, San Francisco, CA, USA
| | - Matthew P Banegas
- Department of Radiation Medicine and Applied Sciences, University of California at San Diego, San Diego, CA, USA
| | - Stefan Ambs
- Laboratory of Human Carcinogenesis, Center for Cancer Research, National Cancer Institute, Bethesda, MD, USA
| | - Dawn L Hershman
- Division of Hematology/Oncology, Columbia University, New York, NY, USA
| | - James B Yu
- Department of Radiation Oncology, St. Francis Hospital and Trinity Health of New England, Hartford, CT, USA
| | - Nadeem Riaz
- Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Martin R Stockler
- National Health and Medical Research Council Clinical Trials Centre, University of Sydney, Sydney, New South Wells, Australia
| | - Ronald C Chen
- Department of Radiation Oncology, University of Kansas Medical Center, Kansas City, KS, USA
| | - Eduardo L Franco
- Division of Cancer Epidemiology, McGill University, Montreal, Canada
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21
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Easterling DV, Jacob RR, Brownson RC, Haire-Joshu D, Gundersen DA, Angier H, DeVoe JE, Likumahuwa-Ackman S, Vu T, Glasgow RE, Schnoll R. Participatory logic modeling in a multi-site initiative to advance implementation science. Implement Sci Commun 2023; 4:106. [PMID: 37644495 PMCID: PMC10466752 DOI: 10.1186/s43058-023-00468-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/24/2023] [Accepted: 07/12/2023] [Indexed: 08/31/2023] Open
Abstract
BACKGROUND Logic models map the short-term and long-term outcomes that are expected to occur with a program, and thus are an essential tool for evaluation. Funding agencies, especially in the United States (US), have encouraged the use of logic models among their grantees. They also use logic models to clarify expectations for their own funding initiatives. It is increasingly recognized that logic models should be developed through a participatory approach which allows input from those who carry out the program being evaluated. While there are many positive examples of participatory logic modeling, funders have generally not engaged grantees in developing the logic model associated with their own initiatives. This article describes an instance where a US funder of a multi-site initiative fully engaged the funded organizations in developing the initiative logic model. The focus of the case study is Implementation Science Centers in Cancer Control (ISC3), a multi-year initiative funded by the National Cancer Institute. METHODS The reflective case study was collectively constructed by representatives of the seven centers funded under ISC3. Members of the Cross-Center Evaluation (CCE) Work Group jointly articulated the process through which the logic model was developed and refined. Individual Work Group members contributed descriptions of how their respective centers reviewed and used the logic model. Cross-cutting themes and lessons emerged through CCE Work Group meetings and the writing process. RESULTS The initial logic model for ISC3 changed in significant ways as a result of the input of the funded groups. Authentic participation in the development of the logic model led to strong buy-in among the centers, as evidenced by their utilization. The centers shifted both their evaluation design and their programmatic strategy to better accommodate the expectations reflected in the initiative logic model. CONCLUSIONS The ISC3 case study demonstrates how participatory logic modeling can be mutually beneficial to funders, grantees and evaluators of multi-site initiatives. Funded groups have important insights about what is feasible and what will be required to achieve the initiative's stated objectives. They can also help identify the contextual factors that either inhibit or facilitate success, which can then be incorporated into both the logic model and the evaluation design. In addition, when grantees co-develop the logic model, they have a better understanding and appreciation of the funder's expectations and thus are better positioned to meet those expectations.
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Affiliation(s)
- Douglas V Easterling
- Department of Social Sciences and Health Policy, Wake Forest School of Medicine, Winston-Salem, NC, 27157, USA.
| | - Rebekah R Jacob
- Prevention Research Center, Brown School, Washington University in St. Louis, One Brookings Drive, Campus, Box 1196, St. Louis, MO, 63130, USA
| | - Ross C Brownson
- Prevention Research Center, Brown School, Washington University in St. Louis, One Brookings Drive, Campus, Box 1196, St. Louis, MO, 63130, USA
- Department of Surgery (Division of Public Health Sciences) and Alvin J. Siteman Cancer Center, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Debra Haire-Joshu
- Center for Diabetes Translation Research, Washington University in St. Louis, 1 Brookings Drive, Campus, Box 1196, St. Louis, MO, 63117, USA
- Department of Medicine, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, 63130, USA
| | - Daniel A Gundersen
- Division of Population Sciences, Dana-Farber Cancer Institute, 450 Brookline Avenue, Boston, MA, 02215, USA
- Department of Social and Behavioral Sciences, Harvard TH Chan School of Public Health, 677 Huntington Avenue, Boston, MA, 02115, USA
| | - Heather Angier
- Vaccine and Infectious Disease Division, Fred Hutchinson Cancer Center, 1100 Fairview Ave N, Seattle, WA, 98109, USA
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, 97239, USA
| | - Jennifer E DeVoe
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, 97239, USA
| | - Sonja Likumahuwa-Ackman
- Department of Family Medicine, Oregon Health & Science University, 3181 SW Sam Jackson Park Road, Portland, OR, 97239, USA
| | - Thuy Vu
- Health Promotion Research Center, Department of Health Systems and Population Health, University of Washington, Seattle, WA, 98195, USA
| | - Russell E Glasgow
- Department of Family Medicine, University of Colorado, 1890 N Revere Ct, 3Rd Floor, Aurora, CO, 80045, USA
| | - Robert Schnoll
- Department of Psychiatry and Abramson Cancer Center, University of Pennsylvania, 3535 Market Street, 4Th Floor, Philadelphia, PA, 19104, USA
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22
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Warner ET, Huguet N, Fredericks M, Gundersen D, Nederveld A, Brown MC, Houston TK, Davis KL, Mazzucca S, Rendle KA, Emmons KM. Advancing health equity through implementation science: Identifying and examining measures of the outer setting. Soc Sci Med 2023; 331:116095. [PMID: 37473542 PMCID: PMC10530521 DOI: 10.1016/j.socscimed.2023.116095] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2022] [Revised: 06/07/2023] [Accepted: 07/13/2023] [Indexed: 07/22/2023]
Abstract
BACKGROUND Implementation science (IS) could accelerate progress toward achieving health equity goals. However, the lack of attention to the outer setting where interventions are implemented limits applicability and generalizability of findings to different populations, settings, and time periods. We developed a data resource to assess outer setting across seven centers funded by the National Cancer Institute's IS Centers in Cancer Control (ISC3) Network Program. OBJECTIVE To describe the development of the Outer Setting Data Resource and characterize the county-level outer context across Centers. METHODS Our Data Resource captures seven key environments, including: (1) food; (2) physical; (3) economic; (4) social; (5) health care; (6) cancer behavioral and screening; and (7) cancer-related policy. Data were obtained from public sources including the US Census and American Community Survey. We present medians and interquartile ranges based on the distribution of all counties in the US, all ISC3 centers, and within each Center for twelve selected measures. Distributions of each factor are compared with the national estimate using single sample sign tests. RESULTS ISC3 centers' catchment areas include 458 counties and over 126 million people across 28 states. The median percentage of population living within ½ mile of a park is higher in ISC3 counties (38.0%, interquartile range (IQR): 16.0%-59.0%) compared to nationally (18.0%, IQR: 7.0%-38.0%; p < 0.0001). The median percentage of households with no broadband access is significantly lower in ISC3 counties (28.4%, IQR: 21.4%-35.6%) compared the nation overall (32.8%, IQR: 25.8%-41.2%; p < 0.0001). The median unemployment rate was significantly higher in ISC3 counties (5.2%, IQR: 4.1%-6.4%) compared to nationally (4.9%, 3.6%-6.3%, p = 0.0006). CONCLUSIONS Our results indicate that the outer setting varies across Centers and often differs from the national level. These findings demonstrate the importance of assessing the contextual environment in which interventions are implemented and suggest potential implications for intervention generalizability and scalability.
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Affiliation(s)
- Erica T Warner
- Mongan Institute, Clinical Translational Epidemiology Unit, Massachusetts General Hospital, Boston, MA, USA.
| | - Nathalie Huguet
- Department of Family Medicine, Oregon Health & Science University, Portland, OR, USA
| | - Michelle Fredericks
- Survey and Data Management Core, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Daniel Gundersen
- Survey and Data Management Core, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Andrea Nederveld
- Department of Family Medicine, University of Colorado School of Medicine, Aurora, CO, USA
| | - Meagan C Brown
- Department of Epidemiology, School of Public Health, University of Washington, Seattle, WA, USA
| | - Thomas K Houston
- General Internal Medicine, Wake Forest School of Medicine, Winston-Salem, North Carolina, USA
| | - Kia L Davis
- Washington University School of Medicine, Department of Surgery, St. Louis, Missouri, USA
| | - Stephanie Mazzucca
- Washington University in St. Louis, Brown School, Prevention Research Center, St. Louis, MO, United States
| | - Katharine A Rendle
- Department of Family Medicine and Community Health, University of Pennsylvania, Philadelphia Perelman School of Medicine, PA, USA
| | - Karen M Emmons
- Department of Social and Behavioral Science, Harvard TH Chan School of Public Health, Boston, MA, USA
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