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1.
Transl Behav Med ; 2024 Oct 22.
Artigo em Inglês | MEDLINE | ID: mdl-39438254

RESUMO

Evidence-based approaches to screening and treatment for unhealthy alcohol use have the potential to reduce morbidity and mortality but are currently underutilized in primary care settings. To support implementation of screening, brief intervention, and referral to treatment (SBIRT) and medication-assisted treatment for alcohol use disorder (MAUD) by identifying goals co-developed by clinics and practice facilitators in a flexible implementation study. In a pragmatic implementation study, we used practice facilitation to support the implementation of SBIRT and MAUD in 48 clinical practices across Oregon, Washington, and Idaho. Our study used a tailored approach, in which facilitators and clinics co-identified implementation goals based on clinic needs. We used clinic contact logs, individual interviews, group periodic reflections with practice facilitators, and exit interviews with clinic staff to inform qualitative analysis. With support from practice facilitators, clinics identified goals spanning SBIRT, MAUD, reporting, targeted patient outreach, and quality improvement capacity. Goals addressed both the technical (e.g. data tracking) and social (e.g. staff training) aspects of SBIRT and MAUD. A decision tree summarizes emergent findings into a tool to support future implementation of SBIRT in primary care settings. A facilitator-supported, tailored approach to SBIRT implementation enabled clinics to identify a variety of goals to improve SBIRT and MAUD implementation. These identified priorities, along with a decision tree describing the hierarchical structure of these goals, could support future implementation efforts.


Evidence shows that certain approaches to screening and treating unhealthy alcohol use, such as screening, brief, intervention, and referral to treatment (SBIRT) and medication-assisted treatment for alcohol use disorder (MAUD), can improve health outcomes. However, these practices are not used widely enough in primary care settings. Practice facilitators­professionals who support clinical practice change­can help clinics improve how they provide care. Our study used a flexible model in which practice facilitators and clinics worked together to identify goals for improving SBIRT and MAUD. We interviewed clinic staff and facilitators and made note of clinic communications to identify goals and the experience of clinic partners and facilitators. Identified goals included SBIRT, MAUD, reporting, targeted patient outreach, and quality improvement capacity. The facilitator-supported, tailored implementation model allowed for flexibility to meet clinic needs, but this flexibility sometimes led to confusion. Involvement of experienced facilitators and mentoring opportunities for novice staff is recommended for future studies utilizing this approach.

2.
J Eval Clin Pract ; 30(7): 1457-1466, 2024 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-38935862

RESUMO

PURPOSE: Patient navigation is a recommended practice to improve cancer screenings among underserved populations including those residing in rural areas with care access barriers. We report on patient navigation programme adaptations to increase follow-up colonoscopy rates after abnormal fecal testing in rural primary care practices. METHODS: Participating clinics delivered a patient navigation programme to eligible patients from 28 affiliated clinics serving rural communities in Oregon clustered within 3 Medicaid health plans. Patient navigation adaptations were tracked using data sources including patient navigation training programme reflections, qualitative interviews, clinic meetings, and periodic reflections with practice facilitators. FINDINGS: Initial, planned (proactive) adaptations were made to address the rural context; later, unplanned (reactive) adaptations were implemented to address the impact of the COVID-19 global pandemic. Initial planned adaptations to the patient navigation programme were made before the main trial to address the needs of the rural context, including provider shortages and geographic dispersion limiting both patient access to care and training opportunities for providers. Later unplanned adaptations were made primarily in response to COVID-19 care suspension and staff redeployments and shortages that occurred during implementation. CONCLUSION: While unplanned adaptations were implemented to address the contextual impact of the COVID-19 pandemic on care access patterns and staffing, the changes to training content and context were beneficial to the rural setting overall and should be sustained. Our findings can guide future efforts to optimise the success of such programmes in other rural settings and highlight the important role of adaptations in implementation projects.


Assuntos
COVID-19 , Colonoscopia , Acessibilidade aos Serviços de Saúde , Navegação de Pacientes , Atenção Primária à Saúde , Humanos , Navegação de Pacientes/organização & administração , Atenção Primária à Saúde/organização & administração , Oregon , COVID-19/epidemiologia , COVID-19/diagnóstico , Acessibilidade aos Serviços de Saúde/organização & administração , Serviços de Saúde Rural/organização & administração , Detecção Precoce de Câncer/métodos , População Rural , Masculino , Feminino , SARS-CoV-2 , Neoplasias Colorretais/diagnóstico
3.
Eval Program Plann ; 103: 102412, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38471326

RESUMO

Causal-loop diagramming, a method from system dynamics, is increasingly used in evaluation to describe individuals' understanding of how policies or programs do or could work ("mental models"). The use of qualitative interviews to inform model development is common, but guidance for how to design and conduct these interviews to elicit causal information in participant mental models is scant. A key strength of semi-structured qualitative interviews is that they let participants speak freely; they are not, however, designed to elicit causal information. Moreover, much of human communication about mental models-particularly larger causal structures such as feedback loops-is implicit. In qualitative research, part of the skill and art of effective interviewing and analysis involves listening for information that is expressed implicitly. Similarly, a skilled facilitator can recognize and inquire about implied causal structures, as is commonly done in group model building. To standardize and make accessible these approaches, we have formalized a protocol for designing and conducting semi-structured interviews tailored to eliciting mental models using causal-loop diagramming. We build on qualitative research methods, system dynamics, and realist interviewing. This novel, integrative method is designed to increase transparency and rigor in the use of interviews for system dynamics and has a variety of potential applications.


Assuntos
Modelos Psicológicos , Projetos de Pesquisa , Humanos , Avaliação de Programas e Projetos de Saúde , Entrevistas como Assunto
4.
Implement Sci Commun ; 5(1): 6, 2024 Jan 08.
Artigo em Inglês | MEDLINE | ID: mdl-38191536

RESUMO

BACKGROUND: Mailed fecal immunochemical test (FIT) outreach and patient navigation are evidence-based practices shown to improve rates of colorectal cancer (CRC) and follow-up in various settings, yet these programs have not been broadly adopted by health systems and organizations that serve diverse populations. Reasons for low adoption rates are multifactorial, and little research explores approaches for scaling up a complex, multi-level CRC screening outreach intervention to advance equity in rural settings. METHODS: SMARTER CRC, a National Cancer Institute Cancer Moonshot project, is a cluster-randomized controlled trial of a mailed FIT and patient navigation program involving 3 Medicaid health plans and 28 rural primary care practices in Oregon and Idaho followed by a national scale-up trial. The SMARTER CRC intervention combines mailed FIT outreach supported by clinics, health plans, and vendors and patient navigation for colonoscopy following an abnormal FIT result. We applied the framework from Perez and colleagues to identify the intervention's components (including functions and forms) and scale-up dissemination strategies and worked with a national advisory board to support scale-up to additional organizations. The team is recruiting health plans, primary care clinics, and regional and national organizations in the USA that serve a rural population. To teach organizations about the intervention, activities include Extension for Community Healthcare Outcomes (ECHO) tele-mentoring learning collaboratives, a facilitation guide and other materials, a patient navigation workshop, webinars, and individualized technical assistance. Our primary outcome is program adoption (by component), measured 6 months after participation in an ECHO learning collaborative. We also assess engagement and adaptations (implemented and desired) to learn how the multicomponent intervention might be modified to best support broad scale-up. DISCUSSION: Findings may inform approaches for adapting and scaling evidence-based approaches to promote CRC screening participation in underserved populations and settings. TRIAL REGISTRATION: Registered at ClinicalTrials.gov (NCT04890054) and at the NCI's Clinical Trials Reporting Program (CTRP no.: NCI-2021-01032) on May 11, 2021.

6.
J Rural Health ; 40(2): 272-281, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37676061

RESUMO

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.


Assuntos
Neoplasias Colorretais , Humanos , Estados Unidos , Neoplasias Colorretais/diagnóstico , Pesquisa Qualitativa , Programas de Rastreamento , Colonoscopia , Medicaid
7.
J Gen Intern Med ; 39(4): 596-602, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-37904070

RESUMO

BACKGROUND: The 2014 Veterans Choice Act and subsequent 2018 Veteran's Affairs (VA) Maintaining Systems and Strengthening Integrated Outside Networks Act (MISSION Act) are legislation which clarified Veteran access to healthcare provided by non-VA clinicians (community care). These policies are of particular importance to Veterans living in rural areas, who tend to live farther from VA medical facilities than urban Veterans. OBJECTIVE: To understand Veterans' experiences of the MISSION Act and how it impacted their access to primary care to inform future interventions with a focus on reaching rural Veterans. DESIGN: Qualitative descriptive design. PARTICIPANTS: United States (US) Veterans in Northwestern states engaged in VA and/or community care. APPROACH: Semi-structured interviews were conducted with a purposive sample of Veterans between August 2020 and September 2021. Interview domains focused on barriers and facilitators of healthcare access. Transcripts were analyzed using thematic analysis. KEY RESULTS: We interviewed 28 Veterans; 52% utilized community care as their primary source of care and 36% were from rural or frontier areas. Three main themes emerged: (1) Veterans described their healthcare experiences as positive but also frustrating (billing and prior authorization were noted as top frustrations); (2) Veterans with medical complexities, living far from healthcare services, and/or seeking women's healthcare services experienced additional frustration due to increased touch points with VA systems and processes; and (3) financial resources and/or knowledge of the VA system insulated Veterans from frustration with healthcare navigation. CONCLUSIONS: Despite provisions in the MISSION Act, Veteran participants described persistent barriers to healthcare access. Patient characteristics that required increased interaction with VA processes exacerbated these barriers, while financial resources and VA system knowledge mitigated them. Interventions to improve care coordination or address access barriers across VA and community care settings could improve access and reduce health inequities for Veterans-especially those with medical complexities, those living far from healthcare services, or those seeking women's healthcare.


Assuntos
Veteranos , Humanos , Feminino , Estados Unidos , Acessibilidade aos Serviços de Saúde , United States Department of Veterans Affairs , Pesquisa Qualitativa , População Rural
8.
PLoS One ; 18(12): e0294912, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-38039316

RESUMO

Cancer prevention and control requires consideration of complex interactions between multilevel factors. System dynamics modeling, which consists of diagramming and simulation approaches for understanding and managing such complexity, is being increasingly applied to cancer prevention and control, but the breadth, characteristics, and quality of these studies is not known. We searched PubMed, Scopus, APA PsycInfo, and eight peer-reviewed journals to identify cancer-related studies that used system dynamics modeling. A dual review process was used to determine eligibility. Included studies were assessed using quality criteria adapted from prior literature and mapped onto the cancer control continuum. Characteristics of studies and models were abstracted and qualitatively synthesized. 32 studies met our inclusion criteria. A mix of simulation and diagramming approaches were used to address diverse topics, including chemotherapy treatments (16%), interventions to reduce tobacco or e-cigarettes use (16%), and cancer risk from environmental contamination (13%). Models spanned all focus areas of the cancer control continuum, with treatment (44%), prevention (34%), and detection (31%) being the most common. The quality assessment of studies was low, particularly for simulation approaches. Diagramming-only studies more often used participatory approaches. Involvement of participants, description of model development processes, and proper calibration and validation of models showed the greatest room for improvement. System dynamics modeling can illustrate complex interactions and help identify potential interventions across the cancer control continuum. Prior efforts have been hampered by a lack of rigor and transparency regarding model development and testing. Supportive infrastructure for increasing awareness, accessibility, and further development of best practices of system dynamics for multidisciplinary cancer research is needed.


Assuntos
Sistemas Eletrônicos de Liberação de Nicotina , Neoplasias , Humanos , Atenção à Saúde , Simulação por Computador , Neoplasias/prevenção & controle
9.
J Gen Intern Med ; 38(Suppl 3): 821-828, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37340259

RESUMO

BACKGROUND: The 2019 VA Maintaining Systems and Strengthening Integrated Outside Networks Act, or MISSION Act, aimed to improve rural veteran access to care by expanding coverage for services in the community. Increased access to clinicians outside the US Department of Veterans Affairs (VA) could benefit rural veterans, who often face obstacles obtaining VA care. This solution, however, relies on clinics willing to navigate VA administrative processes. OBJECTIVE: To investigate the experiences rural, non-VA clinicians and staff have while providing care to rural veterans and inform challenges and opportunities for high-quality, equitable care access and delivery. DESIGN: Phenomenological qualitative study. PARTICIPANTS: Non-VA-affiliated primary care clinicians and staff in the Pacific Northwest. APPROACH: Semi-structured interviews with a purposive sample of eligible clinicians and staff between May and August 2020; data analyzed using thematic analysis. KEY RESULTS: We interviewed 13 clinicians and staff and identified four themes and multiple challenges related to providing care for rural veterans: (1) Confusion, variability and delays for VA administrative processes, (2) clarifying responsibility for dual-user veteran care, (3) accessing and sharing medical records outside the VA, and (4) negotiating communication pathways between systems and clinicians. Informants reported using workarounds to combat challenges, including using trial and error to gain expertise in VA system navigation, relying on veterans to act as intermediaries to coordinate their care, and depending on individual VA employees to support provider-to-provider communication and share system knowledge. Informants expressed concerns that dual-user veterans were more likely to have duplication or gaps in services. CONCLUSIONS: Findings highlight the need to reduce the bureaucratic burden of interacting with the VA. Further work is needed to tailor structures to address challenges rural community providers experience and to identify strategies to reduce care fragmentation across VA and non-VA providers and encourage long-term commitment to care for veterans.


Assuntos
Veteranos , Estados Unidos , Humanos , Acessibilidade aos Serviços de Saúde , United States Department of Veterans Affairs , População Rural , Pesquisa Qualitativa , Atenção Primária à Saúde
10.
BMC Health Serv Res ; 22(1): 1075, 2022 Aug 23.
Artigo em Inglês | MEDLINE | ID: mdl-35999540

RESUMO

BACKGROUND: Rural veterans experience more challenges than their urban peers in accessing primary care services, which can negatively impact their health and wellbeing. The factors driving this disparity are complex and involve patient, clinic, health system, community and policy influences. Federal policies over the last decade have relaxed requirements for some veterans to receive primary care services from community providers through their VA benefits, known as community care. METHODS: We used a participatory systems mapping approach involving causal-loop diagramming to identify interrelationships between variables underlying challenges to veteran access to primary care and potential opportunities for change-known as leverage points in systems science. Our methods involved a secondary analysis of semi-structured qualitative interviews with rural veterans, VA staff, non-VA clinic staff and providers who serve rural veterans, and veteran service officers (VSOs) in the Northwest region of the US, followed by a two-part participatory modeling session with a study advisory board. We then applied Meadows's leverage point framework to identify and categorize potential interventions to improve rural veteran access to primary care. RESULTS: The final model illustrated challenges at the veteran, clinic, and system levels as experienced by stakeholders. Main components of the diagram pertained to the choice of VA or non-VA primary care, veteran satisfaction with the VA, enrollment in VA benefits and other insurance, community care authorization, reimbursement of non-VA care, referrals to specialty care, record sharing and communication between VA and non-VA providers, institutional stability of the VA, and staffing challenges. Fourteen interventions, including administrative and communications changes, were identified by analyzing the model using the leverage points framework. CONCLUSIONS: Our findings illustrate how challenges rural veterans face accessing health care are interconnected and persist despite recent changes to federal law pertaining to the VA health care system in recent years. Systems mapping and modeling approaches such as causal-loop diagramming have potential for engaging stakeholders and supporting intervention and implementation planning.


Assuntos
Veteranos , Acessibilidade aos Serviços de Saúde , Humanos , Atenção Primária à Saúde , Pesquisa Qualitativa , População Rural , Estados Unidos , United States Department of Veterans Affairs
11.
Front Bioeng Biotechnol ; 10: 854358, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36032727

RESUMO

Traumatic brain injury (TBI) is a highly complex phenomenon involving a cascade of disruptions across biomechanical, neurochemical, neurological, cognitive, emotional, and social systems. Researchers and clinicians urgently need a rigorous conceptualization of brain injury that encompasses nonlinear and mutually causal relations among the factors involved, as well as sources of individual variation in recovery trajectories. System dynamics, an approach from systems science, has been used for decades in fields such as management and ecology to model nonlinear feedback dynamics in complex systems. In this mini-review, we summarize some recent uses of this approach to better understand acute injury mechanisms, recovery dynamics, and care delivery for TBI. We conclude that diagram-based approaches like causal-loop diagramming have the potential to support the development of a shared paradigm of TBI that incorporates social support aspects of recovery. When developed using adequate data from large-scale studies, simulation modeling presents opportunities for improving individualized treatment and care delivery.

12.
PLoS One ; 17(6): e0269635, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-35763485

RESUMO

BACKGROUND: Unhealthy alcohol use (UAU) is a leading cause of morbidity and mortality in the United States, contributing to 95,000 deaths annually. When offered in primary care, screening, brief intervention, referral to treatment (SBIRT), and medication-assisted treatment for alcohol use disorder (MAUD) can effectively address UAU. However, these interventions are not yet routine in primary care clinics. Therefore, our study evaluates tailored implementation support to increase SBIRT and MAUD in primary care. METHODS: ANTECEDENT is a pragmatic implementation study designed to support 150 primary care clinics in Oregon adopting and optimizing SBIRT and MAUD workflows to address UAU. The study is a partnership between the Oregon Health Authority Transformation Center-state leaders in Medicaid health system transformation-SBIRT Oregon and the Oregon Rural Practice-based Research Network. We recruited clinics providing primary care in Oregon and prioritized reaching clinics that were small to medium in size (<10 providers). All participating clinics receive foundational support (i.e., a baseline assessment, exit assessment, and access to the online SBIRT Oregon materials) and may opt to receive tailored implementation support delivered by a practice facilitator over 12 months. Tailored implementation support is designed to address identified needs and may include health information technology support, peer-to-peer learning, workflow mapping, or expert consultation via academic detailing. The study aims are to 1) engage, recruit, and conduct needs assessments with 150 primary care clinics and their regional Medicaid health plans called Coordinated Care Organizations within the state of Oregon, 2) implement and evaluate the impact of foundational and supplemental implementation support on clinic change in SBIRT and MAUD, and 3) describe how practice facilitators tailor implementation support based on context and personal expertise. Our convergent parallel mixed-methods analysis uses RE-AIM (reach, effectiveness, adoption, implementation, maintenance). It is informed by a hybrid of the i-PARIHS (integrated Promoting Action on Research Implementation in Health Services) and the Dynamic Sustainability Framework. DISCUSSION: This study will explore how primary care clinics implement SBIRT and MAUD in routine practice and how practice facilitators vary implementation support across diverse clinic settings. Findings will inform how to effectively align implementation support to context, advance our understanding of practice facilitator skill development over time, and ultimately improve detection and treatment of UAU across diverse primary care clinics.


Assuntos
Consumo de Bebidas Alcoólicas , Instituições de Assistência Ambulatorial , Intervenção em Crise , Planejamento em Saúde , Atenção Primária à Saúde , Estados Unidos
13.
Implement Sci Commun ; 3(1): 42, 2022 Apr 13.
Artigo em Inglês | MEDLINE | ID: mdl-35418107

RESUMO

BACKGROUND: Screening reduces incidence and mortality from colorectal cancer (CRC), yet US screening rates are low, particularly among Medicaid enrollees in rural communities. We describe a two-phase project, SMARTER CRC, designed to achieve the National Cancer Institute Cancer MoonshotSM objectives by reducing the burden of CRC on the US population. Specifically, SMARTER CRC aims to test the implementation, effectiveness, and maintenance of a mailed fecal test and patient navigation program to improve rates of CRC screening, follow-up colonoscopy, and referral to care in clinics serving rural Medicaid enrollees. METHODS: Phase I activities in SMARTER CRC include a two-arm cluster-randomized controlled trial of a mailed fecal test and patient navigation program involving three Medicaid health plans and 30 rural primary care practices in Oregon and Idaho; the implementation of the program is supported by training and practice facilitation. Participating clinic units were randomized 1:1 into the intervention or usual care. The intervention combines (1) mailed fecal testing outreach supported by clinics, health plans, and vendors and (2) patient navigation for colonoscopy following an abnormal fecal test result. We will evaluate the effectiveness, implementation, and maintenance of the intervention and track adaptations to the intervention and to implementation strategies, using quantitative and qualitative methods. Our primary effectiveness outcome is receipt of any CRC screening within 6 months of enrollee identification. Our primary implementation outcome is health plan- and clinic-level rates of program delivery, by component (mailed FIT and patient navigation). Trial results will inform phase II activities to scale up the program through partnerships with health plans, primary care clinics, and regional and national organizations that serve rural primary care clinics; scale-up will include webinars, train-the-trainer workshops, and collaborative learning activities. DISCUSSION: This study will test the implementation, effectiveness, and scale-up of a multi-component mailed fecal testing and patient navigation program to improve CRC screening rates in rural Medicaid enrollees. Our findings may inform approaches for adapting and scaling evidence-based approaches to promote CRC screening participation in underserved populations and settings. TRIAL REGISTRATION: Registered at clinicaltrial.gov ( NCT04890054 ) and at the NCI's Clinical Trials Reporting Program (CTRP #: NCI-2021-01032) on May 11, 2021.

14.
Artigo em Inglês | MEDLINE | ID: mdl-32132906

RESUMO

The specific role of the autonomic nervous system (ANS) in emotional and behavioral regulation-particularly in relation to automatic processes-has gained increased attention in the sensory modulation literature. This mini-review article summarizes current knowledge about the role of the ANS in sensory modulation, with a focus on the integrated functions of the ANS and the hypothalamic-pituitary-adrenal (HPA) axis and their measurement. Research from the past decade illustrates that sympathetic and parasympathetic interactions are more complex than previously assumed. Patterns of ANS activation vary across individuals, with distinct physiological response profiles influencing the reactivity underlying automatic behavioral responses. This review article advances a deeper understanding of stress and the complex stress patterns within the ANS and HPA axis that contribute to allostatic load (AL). We argue that using multiple physiological measurements to capture individual ANS response variation is critical for effectively treating children with sensory modulation disorder (SMD) and sensory differences. We consider the relative contributions of automatic vs. deliberately controlled processes across large-scale neural networks in the development of sensorimotor function and their associated links with arousal patterns and sensory over- and under-responsivity.

15.
Front Neurol ; 9: 203, 2018.
Artigo em Inglês | MEDLINE | ID: mdl-29670568

RESUMO

Despite increasing public awareness and a growing body of literature on the subject of concussion, or mild traumatic brain injury, an urgent need still exists for reliable diagnostic measures, clinical care guidelines, and effective treatments for the condition. Complexity and heterogeneity complicate research efforts and indicate the need for innovative approaches to synthesize current knowledge in order to improve clinical outcomes. Methods from the interdisciplinary field of systems science, including models of complex systems, have been increasingly applied to biomedical applications and show promise for generating insight for traumatic brain injury. The current study uses causal-loop diagramming to visualize relationships between factors influencing the pathophysiology and recovery trajectories of concussive injury, including persistence of symptoms and deficits. The primary output is a series of preliminary systems maps detailing feedback loops, intrinsic dynamics, exogenous drivers, and hubs across several scales, from micro-level cellular processes to social influences. Key system features, such as the role of specific restorative feedback processes and cross-scale connections, are examined and discussed in the context of recovery trajectories. This systems approach integrates research findings across disciplines and allows components to be considered in relation to larger system influences, which enables the identification of research gaps, supports classification efforts, and provides a framework for interdisciplinary collaboration and communication-all strides that would benefit diagnosis, prognosis, and treatment in the clinic.

16.
Front Neurol ; 8: 513, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-29033888

RESUMO

Traumatic brain injury (TBI) has been called "the most complicated disease of the most complex organ of the body" and is an increasingly high-profile public health issue. Many patients report long-term impairments following even "mild" injuries, but reliable criteria for diagnosis and prognosis are lacking. Every clinical trial for TBI treatment to date has failed to demonstrate reliable and safe improvement in outcomes, and the existing body of literature is insufficient to support the creation of a new classification system. Concussion, or mild TBI, is a highly heterogeneous phenomenon, and numerous factors interact dynamically to influence an individual's recovery trajectory. Many of the obstacles faced in research and clinical practice related to TBI and concussion, including observed heterogeneity, arguably stem from the complexity of the condition itself. To improve understanding of this complexity, we review the current state of research through the lens provided by the interdisciplinary field of systems science, which has been increasingly applied to biomedical issues. The review was conducted iteratively, through multiple phases of literature review, expert interviews, and systems diagramming and represents the first phase in an effort to develop systems models of concussion. The primary focus of this work was to examine concepts and ways of thinking about concussion that currently impede research design and block advancements in care of TBI. Results are presented in the form of a multi-scale conceptual framework intended to synthesize knowledge across disciplines, improve research design, and provide a broader, multi-scale model for understanding concussion pathophysiology, classification, and treatment.

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