ABSTRACT
Chronic kidney disease (CKD) is common, costly, and life-limiting, requiring dialysis and transplantation in advanced stages. Although effective guideline-based therapy exists, the asymptomatic nature of CKD together with low health literacy, adverse social determinants of health, unmet behavioral health needs, and primary care providers' (PCP) limited understanding of CKD result in defects in screening and diagnosis. Care is fragmented between PCPs and specialty nephrologists, with limited time, expertise, and resources to address systemic gaps. In this article, the authors define how they classified defects in care and report the current numbers of patients exposed to these defects, both nationally and in their health system Accountable Care Organization. They describe use of the health system's three-pillar leadership model (believing, belonging, and building) to empower providers to transform CKD care. Believing entailed engaging individuals to believe defects in CKD care could be eliminated and were a collective responsibility. Belonging fostered the creation of learning communities that broke down silos and encouraged open communication and collaboration between PCPs and nephrologists. Building involved constructing a fractal management infrastructure with transparent reporting and shared accountability, which would enable success in innovation and transformation. The result is proactive and relational CKD care organized around the patient's needs in University Hospitals Systems of Excellence. Systems of excellence combine multiple domains of expertise to promote best practice guidelines and integrate care throughout the system. The authors further describe a preliminary pilot of the CKD System of Excellence in primary care.
Subject(s)
Population Health , Renal Insufficiency, Chronic , Humans , Renal Insufficiency, Chronic/therapy , Systems Analysis , Professional Practice GapsABSTRACT
The goal of this quality improvement project was to improve colorectal cancer (CRC) screening rates in a multicenter federally qualified health center (FQHC) within the Central Appalachian region of rural, southwestern Virginia. Guided by the Plan-Do-Study-Act (PDSA) cycle, the objectives were to (1) evaluate implementation processes and effectiveness of an automated electronic medical record patient reminder system to promote fecal immunochemical test (FIT) completion, compared with live telephone reminders delivered by a care coordinator (i.e., usual care), and (2) explore staff perceptions related to improving CRC screening rates. In total, 119 FITs were distributed with 59 assigned to usual care and 60 to the automated groups. In the usual care group, 79% patients with completed protocol returned their FIT; 9% were positive. In the automated reminder group, 76% patients with completed protocol returned their FIT; 10% were positive. There was no significant difference in the number of contacts per patients between the usual care (2.0, SD = 0.82 contacts/patient) and automated (1.8, SD = 0.98 contacts/patient) groups (p = .248). In total, the usual care and automated groups required 56 and 17 live calls, respectively. Overall, FQHC system-wide CRC screening rates increase from 30.5% to 47.3%. Ten staff interviews revealed perceptions of CRC screening, the QI project, and organizational change processes that may inform future cancer control projects. Researcher and practitioners should consider PDSA quality improvement projects as an initial step to build capacity and improve CRC screening rates, especially when working in FQHC with limited resources to engage in large complex research projects.
Subject(s)
Colorectal Neoplasms , Quality Improvement , Humans , Early Detection of Cancer/methods , Colorectal Neoplasms/diagnosis , Colorectal Neoplasms/prevention & control , Health Facilities , Occult Blood , Mass Screening/methodsABSTRACT
BACKGROUND: Completion of Medicare Annual Wellness Visits (AWV) and documentation of Hierarchical Condition Categories (HCC) are important metrics in accountable care organizations (ACO) with quality and financial implications. To improve performance in large healthcare organizations, quality improvement (QI) efforts need to be scaled up in a way that is feasible within available system-wide resources. OBJECTIVE: We describe a 3-year effort using a multifaceted QI framework called the fractal management system for AWV and HCC performance. DESIGN: Pre-post evaluation of a multi-level, health system-wide QI management system intervention between 2018 and 2020. The system provided project management, coaching, communications, feedback of performance, and health informatics. PARTICIPANTS: The intervention was delivered to all 97 primary care practices within an Ohio-based accountable care organization, comprising 72,603 attributed Medicare and Medicare Advantage patients as of 2018. Eighty-nine of these practices were included in the analysis. APPROACH: AWV completion was defined as percent of eligible patients with a documented AWV during the calendar year. HCC completion was defined as documented reassessment of all prior-year HCC conditions. KEY RESULTS: AWV completion at the practice level increased from 23.7% (SD .14) in 2018 to 34.9% (SD .18) in 2019, and 59.8% (SD .17) in 2020. This was a statistically significant effect of time on AWV completion rates overall (F[2, 87] = 164.43, p < .000). More than half (56.2%) of practices met or exceeded the 60% goal in 2020. Practice-level HCC completion tracking started in 2019 (M = 75.9%, SD 7.4%) and increased in 2020 (M = 79.7%, SD 7.1%); t(172) = 2.0, p < .001. CONCLUSIONS: AWV and HCC performance goals were met in 2020, despite service disruptions due to COVID-19. The QI approach we used is applicable to other problems and other large healthcare systems.
Subject(s)
Accountable Care Organizations , COVID-19 , Aged , Humans , Medicare , Primary Health Care , Quality Improvement , United StatesABSTRACT
PURPOSE/OBJECTIVES: Chatbots are automated conversation pathways that users can access through text message or email on smartphones or other connected devices. In care management, they can be used to monitor patients' health conditions or recovery from procedures. This article describes nurse care managers' experiences using chatbots in patient care, illustrated through two patient case reviews. Considerations for planning and implementing chatbot technology in care management settings are discussed. PRIMARY PRACTICE SETTING: This care management service is part of an accountable care organization that serves 582,000 patients in University Hospitals of Cleveland, Ohio. Care management focuses on patients with chronic conditions, recent hospital discharges, and other needs. Care managers comprise a centralized team as well as embedded staff in select primary care practices. FINDINGS/CONCLUSIONS: The two patient cases are exemplars from the care management program serving patients recently discharged from the hospital with ongoing chronic conditions that increase risk for readmission. Use of chatbots helped overcome obstacles to conventional care management outreach and resulted in improved outcomes and strong trusting relationships with the care managers. IMPLICATIONS FOR CARE MANAGEMENT PRACTICE: Patients who typically do not respond to other types of care manager outreach may respond to text message-based, asynchronous chatbot communication. Interpersonal relationships between care managers and patients can be strengthened by chatbot support. Chatbot technology tracks patients' progress and offers insights to patients and clinicians to facilitate earlier interventions when problems occur. Chatbots make frequent patient contact to collect and provide routine information, allowing care managers to spend more time on high-value interactions that require clinical judgment. Potential concerns about chatbots include effect on labor force, information security, health equity, and oversight of content.
Subject(s)
Communication , Text Messaging , Chronic Disease , Humans , SoftwareABSTRACT
OBJECTIVE: To identify factors that influence the sugar-sweetened beverage (SSB) intake of caregivers of middle school-aged adolescents. DESIGN: Cross-sectional. SETTING: Southwestern Virginia, US, part of Central Appalachia. PARTICIPANTS: Caregivers (nâ¯=â¯362) of adolescents enrolled in the Kids SIPsmartER trial. Participants were mostly female (91%) and non-Hispanic White (96%), and 21% received Supplemental Nutrition Assistance Program (SNAP) benefits. MAIN OUTCOME MEASURES: Caregiver daily SSB intake and demographics, personal-level, interpersonal-level, and environmental-level determinants. ANALYSIS: Descriptive statistics, 1-way ANOVA, and stepwise regression. RESULTS: On average, caregivers consumed 25.7 (SD, 33.2) fluid ounces of SSB per day. In the final model, which included all variables, age (ßâ¯=â¯-0.41; P < 0.05), receiving SNAP benefits (ßâ¯=â¯14.19; P ≤ 0.01), behavioral intentions (ßâ¯=â¯-5.48; P ≤ 0.001), affective attitudes (ßâ¯=â¯-2.15, P < 0.05), perceptions of whether their adolescent frequently consumes high amounts of SSB (ßâ¯=â¯1.92; P ≤ 0.001), and home availability (ßâ¯=â¯7.43; P ≤ 0.01) were significantly associated with SSB intake. CONCLUSIONS AND IMPLICATIONS: Caregivers of Appalachian middle school students are high SSB consumers. Findings highlight the importance of implementing behavioral interventions for caregivers of adolescents that target multiple levels of influence, including demographic, personal-level, interpersonal-level, and environmental-level factors. Interventions may be particularly important for communities and groups with higher SSB intakes, such as those in Appalachia and who receive SNAP benefits.
Subject(s)
Food Assistance , Sugar-Sweetened Beverages , Adolescent , Appalachian Region , Caregivers , Child , Cross-Sectional Studies , Female , Humans , MaleABSTRACT
This article describes the articulation, development, and deployment of a machine learning (ML) model-driven value solution for chronic kidney disease (CKD) in a health system. The ML model activated an electronic medical record (EMR) trigger that alerted CKD patients to seek primary care. Simultaneously, primary care physicians (PCPs) received an alert that a CKD patient needed an appointment. Using structured checklists, PCPs addressed and controlled comorbid conditions, reconciled drug dosing and choice to CKD stage, and ordered prespecified laboratory and imaging tests pertinent to CKD. After completion of checklist prescribed tasks, PCPs referred patients to nephrology. CKD patients had multiple comorbidities and ML recognition of CKD provided a facile insight into comorbid burden. Operational results of this program have exceeded expectations and the program is being expanded to the entire health system. This paradigm of ML-driven, checklist-enabled care can be used agnostic of EMR platform to deliver value in CKD through structured engagement of complexity in health systems.
Subject(s)
Nephrology , Renal Insufficiency, Chronic , Electronic Health Records , Humans , Nephrology/methods , Primary Health Care/methods , Referral and Consultation , Renal Insufficiency, Chronic/therapyABSTRACT
BACKGROUND: Colorectal cancer (CRC) disparities vary by country and population group, but often have spatial features. This study of the United States state of Virginia assessed CRC outcomes, and identified demographic, socioeconomic and healthcare access contributors to CRC disparities. METHODS: County- and city-level cross-sectional data for 2011-2015 CRC incidence, mortality, and mortality-incidence ratio (MIR) were analyzed for geographically determined clusters (hotspots and cold spots) and their correlates. Spatial regression examined predictors including proportion of African American (AA) residents, rural-urban status, socioeconomic (SES) index, CRC screening rate, and densities of primary care providers (PCP) and gastroenterologists. Stationarity, which assesses spatial equality, was examined with geographically weighted regression. RESULTS: For incidence, one CRC hotspot and two cold spots were identified, including one large hotspot for MIR in southwest Virginia. In the spatial distribution of mortality, no clusters were found. Rurality and AA population were most associated with incidence. SES index, rurality, and PCP density were associated with spatial distribution of mortality. SES index and rurality were associated with MIR. Local coefficients indicated stronger associations of predictor variables in the southwestern region. CONCLUSIONS: Rurality, low SES, and racial distribution were important predictors of CRC incidence, mortality, and MIR. Regions with concentrations of one or more factors of disparities face additional hurdles to improving CRC outcomes. A large cluster of high MIR in southwest Virginia region requires further investigation to improve early cancer detection and support survivorship. Spatial analysis can identify high-disparity populations and be used to inform targeted cancer control programming.
Subject(s)
Colorectal Neoplasms , Colorectal Neoplasms/epidemiology , Cross-Sectional Studies , Humans , Socioeconomic Factors , Spatial Analysis , United States/epidemiology , Virginia/epidemiologyABSTRACT
OBJECTIVE: The objective of the current study was to identify factors across the socio-ecological model (SEM) associated with adolescents' sugar-sweetened beverage (SSB) intake. DESIGN: This cross-sectional study surveyed adolescents using previously validated instruments. Analyses included descriptive statistics, ANOVA tests and stepwise nonlinear regression models (i.e., two-part models) adjusted to be cluster robust. Guided by SEM, a four-step model was used to identify factors associated with adolescent SSB intake - step 1: demographics (i.e., age, gender), step 2: intrapersonal (i.e., theory of planned behaviour (attitudes, subjective norms, perceived behavioural control, behavioural intentions), health literacy, media literacy, public health literacy), step 3: interpersonal (i.e., caregiver's SSB behaviours, caregiver's SSB rules) and step 4: environmental (i.e., home SSB availability) level variables. SETTING: Eight middle schools across four rural southwest Virginia counties in Appalachia. PARTICIPANTS: Seven hundred ninety seventh grade students (55·4 % female, 44·6 % males, mean age 12 (sd 0·5) years). RESULTS: Mean SSB intake was 36·3 (sd 42·5) fluid ounces or 433·4 (sd 493·6) calories per day. In the final step of the regression model, seven variables significantly explained adolescent's SSB consumption: behavioural intention (P < 0·05), affective attitude (P < 0·05), perceived behavioural control (P < 0·05), health literacy (P < 0·001), caregiver behaviours (P < 0·05), caregiver rules (P < 0·05) and home availability (P < 0·001). CONCLUSIONS: SSB intake among adolescents in rural Appalachia was nearly three times above national mean. Home environment was the strongest predictor of adolescent SSB intake, followed by caregiver rules, caregiver behaviours and health literacy. Future interventions targeting these factors may provide the greatest opportunity to improve adolescent SSB intake.
Subject(s)
Sugar-Sweetened Beverages , Adolescent , Appalachian Region , Beverages , Child , Cross-Sectional Studies , Feeding Behavior , Female , Humans , Male , SchoolsABSTRACT
PURPOSE: To explore system/staff- and patient-level opportunities to improve colorectal cancer (CRC) screening within an 11-clinic Federally Qualified Health Center (FQHC) in rural Appalachia with CRC screening rates around 22%-30%. METHODS: Using a convergent parallel mixed-methods design, staff (n = 26) and patients (n = 60, age 50-75, 67% female, 83% Subject(s)
Colorectal Neoplasms
, Early Detection of Cancer
, Aged
, Colonoscopy
, Colorectal Neoplasms/diagnosis
, Female
, Humans
, Male
, Mass Screening
, Medicare
, Middle Aged
, United States
ABSTRACT
INTRODUCTION: This review examined associations between the neighborhood food environment and health outcomes in populations with the highest obesity rates in the United States: people of low-socioeconomic status (SES), racial/ethnic minorities, and rural residents. METHODS: We searched multiple databases using preselected search terms through June 2017. Forty-three sources met criteria of peer-reviewed U.S. studies that tested food environment-health associations (e.g. obesity, diabetes) in the populations of interest. RESULTS: Evidence was sparse for multiple populations. For populations with multiple studies of adequate sample size, few found significant food environment-health associations. Modest evidence indicates that negative health outcomes were associated with (1) convenience store access for Black and Hispanic youth and (2) fast food access for Black and Hispanic adults and youth. Additionally, lower body weights were associated with supermarket and grocery store access in low-SES adults. CONCLUSION: Food environment interventions may have health benefits for some populations, but additional research is needed.
Subject(s)
Ethnicity , Minority Groups , Adolescent , Adult , Humans , Outcome Assessment, Health Care , Residence Characteristics , Social Class , United States/epidemiologyABSTRACT
OBJECTIVE: To determine: (1) What research has been done on health promotion interventions for low-wage workers and (2) what factors are associated with effective low-wage workers' health promotion programs. DATA SOURCE: This review includes articles from PubMed and PsychINFO published in or before July 2016. Study Inclusion/Exclusion Criteria: The search yielded 130 unique articles, 35 met the inclusion criteria: (1) being conducted in the United States, (2) including an intervention or empirical data around health promotion among adult low-wage workers, and (3) measuring changes in low-wage worker health. DATA EXTRACTION: Central features of the selected studies were extracted, including the theoretical foundation; study design; health promotion intervention content and delivery format; intervention-targeted outcomes; sample characteristics; and work, occupational, and industry characteristics. DATA ANALYSIS: Consistent with a scoping review, we used a descriptive, content analysis approach to analyze extracted data. All authors agreed upon emergent themes and 2 authors independently coded data extracted from each article. RESULTS: The results suggest that the research on low-wage workers' health promotion is limited, but increasing, and that low-wage workers have limited access to and utilization of worksite health promotion programs. CONCLUSION: Workplace health promotion programs could have a positive effect on low-wage workers, but more work is needed to understand how to expand access, what drives participation, and which delivery mechanisms are most effective.
Subject(s)
Health Promotion/organization & administration , Occupational Health , Poverty/statistics & numerical data , Workplace/organization & administration , Health Behavior , Health Knowledge, Attitudes, Practice , Humans , United StatesABSTRACT
Public health and other community-based practitioners have access to a growing number of evidence-based interventions (EBIs), and yet EBIs continue to be underused. One reason for this underuse is that practitioners often lack the capacity (knowledge, skills, and motivation) to select, adapt, and implement EBIs. Training, technical assistance, and other capacity-building strategies can be effective at increasing EBI adoption and implementation. However, little is known about how to design capacity-building strategies or tailor them to differences in capacity required across varying EBIs and practice contexts. To address this need, we conducted a scoping study of frameworks and theories detailing variations in EBIs or practice contexts and how to tailor capacity-building to address those variations. Using an iterative process, we consolidated constructs and propositions across 24 frameworks and developed a beginning theory to describe salient variations in EBIs (complexity and uncertainty) and practice contexts (decision-making structure, general capacity to innovate, resource and values fit with EBI, and unity vs. polarization of stakeholder support). The theory also includes propositions for tailoring capacity-building strategies to address salient variations. To have wide-reaching and lasting impact, the dissemination of EBIs needs to be coupled with strategies that build practitioners' capacity to adopt and implement a variety of EBIs across diverse practice contexts.
Subject(s)
Capacity Building/organization & administration , Evidence-Based Practice/organization & administration , Motivation , Humans , Public HealthABSTRACT
OBJECTIVE: To describe how characteristics of food retail stores (potential access) and other factors influence self-reported food shopping behavior (realized food access) among low-income, rural Central Appalachian women. DESIGN AND SAMPLE: Cross-sectional descriptive. Potential access was assessed through store mapping and in-store food audits. Factors influencing consumers' realized access were assessed through in-depth interviews. Results were merged using a convergent parallel mixed methods approach. Food stores (n = 50) and adult women (n = 9) in a rural Central Appalachian county. RESULTS: Potential and realized food access were described across five dimensions: availability, accessibility, affordability, acceptability, and accommodation. Supermarkets had better availability of healthful foods, followed by grocery stores, dollar stores, and convenience stores. On average, participants lived within 10 miles of 3.9 supermarkets or grocery stores, and traveled 7.5 miles for major food shopping. Participants generally shopped at the closest store that met their expectations for food availability, price, service, and atmosphere. Participants' perceptions of stores diverged from each other and from in-store audit findings. CONCLUSIONS: Findings from this study can help public health nurses engage with communities to make affordable, healthy foods more accessible. Recommendations are made for educating low-income consumers and partnering with food stores.
Subject(s)
Commerce/statistics & numerical data , Food Supply/statistics & numerical data , Rural Population , Adult , Appalachian Region , Cross-Sectional Studies , Female , Food/economics , Food/statistics & numerical data , Humans , Middle Aged , Poverty , Rural Population/statistics & numerical dataABSTRACT
This community-based participatory research project aimed to develop strategies to prevent youth substance use in a rural county. This article (1) describes the project phases, (2) examines unique contributions and considerations of youth involvement, and (3) explores the youths' perspective. Twelve youths, aged 16 to 18 years, joined parents, community leaders, and research specialists on the community-based participatory research team. The youths were integrally involved in all phases including the community assessment, community leader interviews, selection of a substance use prevention program, and program implementation. Youths reported sustained enthusiasm, experiences of authentic leadership, development of research skills, and greater awareness of their community.
Subject(s)
Adolescent Health Services , Community Mental Health Services/methods , Community-Based Participatory Research/methods , Preventive Health Services/methods , Rural Health Services , Substance-Related Disorders/prevention & control , Adolescent , Adolescent Health Services/organization & administration , Attitude to Health , Child , Community Mental Health Services/organization & administration , Community-Based Participatory Research/organization & administration , Female , Humans , Leadership , Male , Parents , Preventive Health Services/organization & administration , Program Development/methods , Program Evaluation , Rural Health Services/organization & administration , VirginiaABSTRACT
Access to health care has been a factor for patients living in isolated mountain regions. The Frontier Nursing service was a pioneer in reaching those patients living in the most remote regions of Appalachia. Geography, demographics, and culture present obstacles for rural residents and health care providers. This article identifies and describes the roles nurses and nurse practitioners played in caring for Appalachian families through a roving Health Wagon in the 1980s and 1990s in Southwest Virginia. Family nurse practitioner Sister Bernadette Kenny was instrumental in bringing care on wheels to rural residents living in the Appalachian mountainous region of southwest Virginia.
Subject(s)
Catholicism , Maternal Health Services/organization & administration , Mobile Health Units , Nurse Practitioners/education , Religious Missions , Appalachian Region , Coal Mining , Female , Home Care Services/supply & distribution , Humans , Infant Mortality , Infant, Newborn , Maternal Health Services/standards , Midwifery , Mobile Health Units/economics , Needs Assessment , Nurse's Role , Nursing Assistants , Occupational Diseases , Partnership Practice , Pregnancy , Prenatal Care/standards , Preventive Health Services/standards , Rural Population , Virginia , Women, WorkingABSTRACT
Public health nursing (PHN) practice is population-focused and requires unique knowledge, competencies, and skills. Early public health nursing roles extended beyond sick care to encompass advocacy, community organizing, health education, and political and social reform. Likewise, contemporary public health nurses practice in collaboration with agencies and community members. The purpose of this article is to examine evolving PHN roles that address complex, multi-causal, community problems. A brief background and history of this role introduces an explanation of the community participation health promotion model. A community-based participatory research project, Youth Substance Use Prevention in a Rural County provides an exemplar for description of evolving PHN roles focused on community health promotion and prevention. Also included is discussion about specific competencies for PHNs in community participatory health promoting roles and the contemporary PHN role.