NURS FPX 4065 Assessments

NURS FPX 4050 Assessment 4 Final Care Coordination Plan

Student Name Capella University NURS-FPX 4050 Coord Patient-Centered Care Prof. Name Date Final Care Coordination Plan What is the purpose of this care coordination plan? This care coordination plan is designed to support the management of chronic diseases in Houston, Texas through a structured, patient-focused model of care. It prioritizes improving long-term health outcomes for individuals with chronic conditions by applying evidence-based interventions tailored to individual needs. The plan is aligned with the objectives of Healthy People 2030 (HP2030), particularly those focused on reducing health disparities, improving access to quality care, and strengthening preventive health services. A key emphasis is placed on integrated collaboration among healthcare professionals, community organizations, and social support systems to ensure continuity of care and sustainable outcomes. Patient-Centered Health Interventions and Timelines What interventions will improve patient outcomes and how will they be implemented over time? Intervention 1: Patient Education Patient education is a foundational strategy aimed at improving health literacy and empowering individuals to actively manage chronic conditions. Structured biweekly educational sessions will be delivered focusing on: These sessions will be facilitated by a multidisciplinary team including dietitians, pharmacists, and physiotherapists, ensuring a holistic approach to chronic disease self-management (Wu et al., 2023). In addition to direct education, patients will be connected to community and digital learning platforms, such as: Resource Contribution to Care Houston Health Department Chronic Disease Programs Local preventive care and screening support YMCA Healthy Living Initiative Physical activity and lifestyle coaching American Diabetes Association (ADA) resources Evidence-based diabetes education and self-management tools Timeline: January–March 2025This structured timeframe ensures adequate exposure to learning content while allowing patients to apply knowledge in real-life settings. Additional Enhancement:Telehealth-based education modules and mobile learning applications will be integrated to support patients who face transportation or scheduling barriers. Intervention 2: Improved Care Plan Adherence A structured adherence monitoring system will be implemented to improve consistency in treatment compliance. This includes: This approach enhances patient engagement and supports sustained adherence to treatment plans (Tolley et al., 2023). Support Resources for Adherence Resource Role in Supporting Adherence Memorial Hermann Community Benefit Programs Community-based reinforcement of chronic care goals Pharmacy messaging systems Automated medication refill reminders Community Health Workers (CHWs) Home-based follow-ups and compliance monitoring Timeline: Initiated within 2 months of implementation, followed by a 6-month evaluation period. Additional Enhancement:Risk stratification tools using electronic health records (EHRs) will identify high-risk patients requiring intensified follow-up. Intervention 3: Healthcare Worker Training Healthcare professionals will participate in three structured training workshops aimed at strengthening chronic care delivery systems. Focus areas include: Training will be conducted between February and April 2025 using resources from: This training strengthens provider competency in delivering coordinated, patient-centered care (Garrido et al., 2022). Additional Enhancement:Simulation-based learning and interprofessional case discussions will be added to improve clinical decision-making and teamwork. Ethical Considerations What ethical principles guide chronic disease management in this plan? Ethical practice is essential in ensuring safe, fair, and patient-centered chronic disease management. The following principles guide implementation: Additional Ethical Strengthening:Cultural competence training will be incorporated to ensure interventions are respectful of diverse beliefs, languages, and health behaviors. Health Policies and Coordination and Continuum of Care How do health policies support chronic disease management and continuity of care? Effective chronic disease management requires alignment between federal and state healthcare policies to ensure continuity, accessibility, and affordability. Policy Application in Chronic Disease Management ACA (Affordable Care Act) Supports preventive services, integrated care models, and Accountable Care Organizations (ACOs) Medicaid Provides coverage for telehealth, patient education, and transitional care services Medicare Reimburses chronic care management and telehealth services HITECH Act Promotes electronic health records (EHRs) for improved data sharing and coordination Texas-based chronic disease initiatives further strengthen equity by targeting vulnerable populations with preventive care and outreach programs. Additional Enhancement:Wearable devices and remote monitoring tools integrated into Medicaid-supported programs allow continuous tracking of blood pressure, glucose levels, and activity patterns, improving early intervention (Samal et al., 2021; Stepanian et al., 2023). Priorities in Patient and Family Discussions Why is family engagement important in chronic disease care? Active involvement of patients and families is essential for improving adherence and sustaining long-term behavior change. Clear communication enhances understanding of treatment goals and strengthens support systems. Family Involvement Strategies Additional Enhancement:Structured family counseling sessions will be introduced to improve coping strategies and reduce caregiver burden. Teaching and Learning Best Practices: Aligning with Healthy People 2030 What teaching strategies improve chronic disease self-management? Patient education is central to chronic disease management and is guided by Knowles’ Adult Learning Theory, which emphasizes self-direction, relevance, and experiential learning (Knapke et al., 2024). Educational Strategies These strategies promote engagement, improve health literacy, and support informed decision-making (OASH, 2024). Additional Enhancement:Gamification techniques and personalized health dashboards will be introduced to increase patient motivation and adherence. Conclusion This care coordination plan presents a structured and evidence-based framework for managing chronic diseases in Houston, Texas. It integrates patient education, adherence monitoring, provider training, ethical practice, and policy alignment to strengthen health outcomes. By emphasizing collaboration, equity, and technology-enabled care, the plan supports the goals of Healthy People 2030 and contributes to reducing chronic disease burden at the population level. The integration of community resources, digital health tools, and interprofessional collaboration ensures a sustainable and adaptive care model that improves long-term patient outcomes. References Garrido, M. E. L., Molina, A. S., & Carrillo, K. S. (2022). Training of health care workers on the Chronic Care Model. Revista Medica de Chile, 150(6), 754–763. https://doi.org/10.4067/S0034-98872022000600754 Huguet, N., Hodes, T., Liu, S., Marino, M., Schmidt, T. D., Voss, R. W., Peak, K. D., & Quiñones, A. R. (2023). Impact of health insurance patterns on chronic health conditions among older patients. The Journal of the American Board of Family Medicine, 36(5), 839–850. https://doi.org/10.3122/jabfm.2023.230106R1 Knapke, J. M., et al. (2024). Andragogy in practice: Applying a theoretical framework to team science training in biomedical research. British Journal of Biomedical Science, 81. https://doi.org/10.3389/bjbs.2024.12651 NURS FPX 4050 Assessment 4 Final Care Coordination Plan OASH. (2024). Nutrition and healthy eating — Healthy People in action. https://odphp.health.gov Qiu, L., Yang, L., Li, H., & Wang, L. (2023). The impact of health resource enhancement. Frontiers

NURS FPX 4050 Assessment 3 Care Coordination Presentation to Colleagues

Student Name Capella University NURS-FPX 4050 Coord Patient-Centered Care Prof. Name Date Care Coordination Presentation to Colleagues This presentation explores the concept of care coordination and its significance in delivering safe, efficient, and patient-focused healthcare services. Care coordination refers to the deliberate organization of activities among nurses, patients, families, and interdisciplinary healthcare professionals to ensure continuity, safety, and effectiveness of care delivery. The discussion below examines core collaboration strategies, change management processes, ethical and policy influences, and the essential contribution of nurses in improving patient outcomes. From a clinical systems perspective, care coordination is not a single intervention but an integrated framework that aligns clinical decision-making, communication pathways, and resource utilization. Its effectiveness depends on structured teamwork, shared accountability, and consistent patient engagement across the care continuum. Effective Strategies for Collaboration What strategies improve collaboration in care coordination, and how do they influence patient outcomes? Effective collaboration in healthcare relies heavily on placing the patient at the center of all care activities while actively involving family members where appropriate. Care plans must be grounded in evidence-based practice while remaining flexible enough to accommodate cultural values, linguistic needs, and social circumstances. Patient education is a foundational component of collaboration. When education is adapted to the patient’s literacy level and cultural context, understanding and adherence improve significantly. Techniques such as simplified language, visual teaching aids, and multilingual resources enhance comprehension and self-management, particularly for chronic conditions like diabetes (Karam et al., 2023). Cultural competence further strengthens collaboration by equipping healthcare professionals to recognize and respect diverse belief systems. This builds trust and improves therapeutic relationships, particularly in multicultural healthcare environments. Research indicates that culturally responsive care is strongly associated with improved patient satisfaction and better clinical outcomes (Stubbe, 2020). NURS FPX 4050 Assessment 3 Care Coordination Presentation to Colleagues Shared decision-making ensures that care planning aligns with patient values and preferences rather than being solely provider-driven. Evidence shows that this approach reduces hospital readmissions while improving satisfaction levels (Montori et al., 2022). Communication technologies such as telehealth platforms and patient portals extend collaboration beyond clinical settings, enabling continuous monitoring and engagement (Xiao & Han, 2022). Finally, integrating community-based resources strengthens continuity of care. Referrals to services such as transportation assistance, nutritional programs, and counseling address broader social determinants of health and improve long-term outcomes (Barker et al., 2021). Table 1: Key Collaboration Strategies in Care Coordination Strategy Description Clinical Impact / Outcome Patient & Family Education Tailored instruction using culturally appropriate language and visual aids Improves adherence, understanding, and self-management (Karam et al., 2023) Cultural Competence Development of skills to respect cultural diversity in care delivery Enhances trust and improves patient satisfaction (Stubbe, 2020) Shared Decision-Making Collaborative care planning between providers and patients Reduces readmissions and improves satisfaction (Montori et al., 2022) Telehealth & Patient Portals Digital tools for remote communication and monitoring Enhances chronic disease control and engagement (Xiao & Han, 2022) Community Resource Integration Linking patients with external support services Improves equity and outcomes in underserved populations (Barker et al., 2021) The Aspects of Change Management How can structured change models improve care coordination within healthcare organizations? Successful implementation of care coordination improvements requires structured change management. Kotter’s 8-step model provides a systematic framework that emphasizes leadership alignment, stakeholder involvement, and sustainable transformation (Miles et al., 2023). The process begins with identifying gaps in care delivery, such as communication breakdowns or inefficiencies in patient transitions. A guiding coalition consisting of clinicians, administrators, and patient representatives ensures that proposed changes remain patient-centered and operationally feasible. Developing a clear vision—such as improving electronic documentation systems or enhancing discharge planning—helps align organizational efforts. Staff engagement is strengthened through training programs, resource allocation, and removal of systemic barriers that hinder adoption. NURS FPX 4050 Assessment 3 Care Coordination Presentation to Colleagues Short-term achievements, such as improved discharge efficiency or reduced waiting times, help build momentum and reinforce commitment to change. Long-term sustainability is achieved when new workflows are embedded into organizational culture and continuously evaluated using performance metrics such as patient experience scores. It is also important to distinguish between patient experience and patient satisfaction. Patient experience refers to measurable elements such as communication quality and care coordination, whereas satisfaction is more subjective and influenced by personal expectations (Bull, 2021). Effective change management improves both, but especially enhances measurable patient experience outcomes. Rationale for Coordinated Care Plans Why are ethical principles essential in developing coordinated care plans? Ethical principles serve as the foundation of coordinated care planning, ensuring that patient rights and well-being remain central to clinical decision-making. The four guiding principles include autonomy, beneficence, non-maleficence, and justice (McKeown, 2023). Table 2: Ethical Principles Applied to Care Coordination Principle Definition Application in Care Coordination Autonomy Respect for patient decision-making authority Encouraging active patient participation in treatment choices Beneficence Commitment to promoting patient well-being Ensuring coordinated, high-quality, and effective care delivery Non-Maleficence Obligation to avoid harm Preventing errors and ensuring safe transitions of care Justice Fair distribution of healthcare resources Ensuring equitable access to services regardless of background Adherence to these principles enhances trust between patients and providers and promotes consistent engagement in care plans. Failure to uphold ethical standards may result in fragmented services, inequities, and reduced quality of care. Coordinated care systems help operationalize these principles in daily clinical practice. Impact of Health Care Policy Provisions How do healthcare policies influence care coordination and patient outcomes? Healthcare policy frameworks play a critical role in shaping access, quality, and efficiency of care delivery. The Affordable Care Act (ACA) expanded insurance coverage, improving access to preventive and chronic disease management services while reducing financial barriers (Ercia, 2021). Similarly, the Health Information Technology for Economic and Clinical Health (HITECH) Act promoted the adoption of electronic health records (EHRs), enhancing information sharing and reducing medical errors (Trout et al., 2022). These systems support continuity of care and timely clinical decision-making across healthcare settings. However, while EHR systems improve coordination, they also introduce challenges such as data security risks and resistance to adoption among healthcare staff. Addressing

NURS FPX 4050 Assessment 2 Ethical and Policy Factors in Care Coordination

Student Name Capella University NURS-FPX 4050 Coord Patient-Centered Care Prof. Name Date Ethical and Policy Factors in Care Coordination Introduction Care coordination in oncology requires integration of ethical principles with healthcare policy frameworks to ensure safe, equitable, and patient-centered outcomes. In cancer care settings, coordinators—often nurses and interdisciplinary team members—must operate within regulatory boundaries while addressing complex patient needs. Two foundational policies shaping this environment are the Affordable Care Act (ACA) and the Health Insurance Portability and Accountability Act (HIPAA). NURS FPX 4050 Assessment 2 Ethical and Policy Factors in Care Coordination The ACA improves healthcare accessibility through insurance expansion and preventive service coverage, while HIPAA enforces strict standards for confidentiality and data protection. Together, these policies influence how care is delivered, documented, and communicated across oncology teams. Ethical care coordination therefore requires balancing legal compliance with patient advocacy, equity, and holistic support.Governmental Policies’ Effect on Care Coordination Cancer Burden and Systemic Impact Cancer remains a major global health concern, contributing significantly to both mortality and morbidity. Current projections indicate over two million new cancer cases in 2024, with prostate cancer being the most frequently diagnosed among men and breast cancer among women. Lung cancer continues to be the leading cause of cancer-related deaths across genders, contributing to more than one-fifth of mortality cases (American Cancer Society, 2024). Beyond clinical outcomes, cancer creates extensive psychosocial and economic strain. Patients commonly experience anxiety, depression, and emotional distress, while families often struggle with caregiving responsibilities. Financial toxicity is a major concern, as cancer treatment costs are high and inadequate insurance coverage can delay or limit access to care (Noorulain et al., 2022). Policy Influence on Care Delivery Federal healthcare policies play a significant role in reducing these burdens. The ACA expands insurance coverage and encourages preventive screenings, improving early detection and treatment initiation. HIPAA ensures that patient information is securely handled, reinforcing trust and ethical communication between providers. These frameworks collectively enable organizations such as the American Cancer Society to advocate for equitable care systems and improved patient outcomes. Specific Policies Affecting Care Coordination for Cancer Patients Governmental initiatives shape oncology care by improving affordability, access, and quality of services. The following table summarizes key policies and their influence on care coordination. Table 1 Policy Impact on Cancer Care Coordination Policy Key Features Impact on Care Coordination Affordable Care Act (ACA) Expands insurance coverage, prohibits denial due to pre-existing conditions, limits out-of-pocket expenses Enhances access to care, reduces financial barriers, increases preventive screening and early diagnosis Health Insurance Portability and Accountability Act (HIPAA) Protects patient data privacy and regulates information sharing Strengthens confidentiality, builds patient trust, supports ethical interdisciplinary communication National Cancer Act (NCA) Funds cancer research, develops specialized cancer centers, promotes education Facilitates evidence-based practice, improves resources, strengthens clinical coordination Cancer Moonshot Initiative Accelerates research funding, supports clinical trials, promotes collaboration Encourages innovation, expands treatment access, integrates emerging therapies into care plans Early diagnosis and timely treatment significantly improve survival outcomes (Levine et al., 2022). However, secure data sharing under HIPAA must be carefully managed to ensure both privacy protection and clinical efficiency (Singh et al., 2024). Ethical Questions or Dilemmas for Care Coordination National Policy Considerations At the federal level, policies such as ACA and HIPAA introduce ethical tensions between access, cost, and privacy. While ACA improves coverage, reimbursement gaps may place financial strain on providers treating uninsured patients. Similarly, HIPAA protects confidentiality but may occasionally delay critical information exchange needed for urgent care decisions (Levine et al., 2022; Singh et al., 2024). NURS FPX 4050 Assessment 2 Ethical and Policy Factors in Care Coordination State Policy Considerations State-level regulations, such as oral chemotherapy parity laws, aim to ensure equitable insurance coverage for different treatment modalities. Although these policies improve affordability for oral therapies, they may unintentionally restrict coverage flexibility for other high-cost interventions, raising ethical concerns about fairness in treatment distribution (Spargo et al., 2021). Local Policy Considerations At the local level, hospitals and community programs often implement screening and charity care initiatives based on resource availability. While these programs improve access for common cancers, they may unintentionally under-serve patients with rare or complex conditions due to prioritization strategies and funding limitations (Levinson et al., 2022). Table 2 Ethical Challenges Across Policy Levels Policy Level Examples Ethical Concerns National ACA, HIPAA Equity in access, privacy vs. efficiency, resource allocation State Drug parity laws Fairness across treatment types, insurance limitations Local Screening programs, charity care Resource prioritization, transparency, equitable access Impact of the Code of Ethics for Nurses Ethical Framework in Nursing Practice The American Nurses Association (ANA) Code of Ethics establishes core professional principles that guide oncology care coordination. These include respect for autonomy, beneficence, non-maleficence, and justice. Together, these principles ensure that nursing practice remains patient-centered and ethically grounded (Haddad & Geiger, 2023). Role of Nurses in Ethical Care Coordination Nurses play a critical role in guiding patients through complex treatment pathways, ensuring access to appropriate services such as chemotherapy, clinical trials, and supportive care. They also serve as advocates, helping patients navigate financial, emotional, and systemic barriers. Interprofessional collaboration is essential in oncology due to the complexity of treatment planning. Nurses ensure continuity of care while also safeguarding patient confidentiality under HIPAA regulations. Additionally, they support informed decision-making by facilitating clear communication among multidisciplinary teams. Table 3 Nursing Ethical Responsibilities in Cancer Care Ethical Principle Application in Care Coordination Autonomy Supporting informed patient decisions Justice Ensuring equitable access to treatment Beneficence Promoting patient well-being through coordinated care Non-maleficence Preventing harm through safe communication and care practices Nurses also address social determinants of health such as transportation barriers, financial limitations, and health literacy challenges. Collaboration with organizations like the American Cancer Society strengthens holistic care delivery and promotes health equity (Haddad & Geiger, 2023). NURS FPX 4050 Assessment 2 Ethical and Policy Factors in Care Coordination Conclusion Effective oncology care coordination requires a strong understanding of both ethical principles and healthcare policies. Federal and state regulations such as the ACA, HIPAA, National Cancer Act, and Cancer Moonshot

NURS FPX 4050 Assessment 1 Preliminary Care Coordination Plan

Student Name Capella University NURS-FPX 4050 Coord Patient-Centered Care Prof. Name Date Preliminary Care Coordination Plan A preliminary care coordination plan is a structured, evidence-informed framework designed to align patient-centered needs with coordinated clinical and community-based interventions. It integrates physical health requirements with psychosocial dynamics and cultural context to ensure that care delivery is holistic and individualized. In the context of Houston, Texas, this plan is primarily oriented toward chronic disease management (CDM), with the aim of improving long-term patient outcomes and reducing preventable complications. From the perspective of a community care nurse, implementing coordinated care involves identifying gaps in service delivery, improving continuity of care, and ensuring patients are linked to appropriate multidisciplinary and community resources. The plan prioritizes individualized goal setting, measurable clinical outcomes, and culturally responsive interventions that reflect the diverse population needs within the region. Ultimately, the objective is to strengthen care continuity and optimize health outcomes through structured coordination mechanisms supported by evidence-based practice. Analysis of Chronic Disease Management (CDM) and Best Practices for Health Improvement Chronic disease management focuses on long-term, progressive conditions such as diabetes mellitus, hypertension, cardiovascular disease, and chronic obstructive pulmonary disease (COPD), which collectively affect a substantial portion of the U.S. population (Benavidez et al., 2024). These conditions are strongly influenced by behavioral risk factors such as diet, physical inactivity, and tobacco use, in addition to genetic and environmental determinants. Physiologically, chronic diseases often lead to functional impairment, reduced physiological resilience, and increased dependency on healthcare systems. Psychologically, patients may experience persistent stress, depression, and anxiety due to symptom burden and ongoing financial strain. Socially, chronic illness can disrupt family roles, employment, and social participation. Key Dimensions of Chronic Disease Impact Dimension Description Physical Progressive organ dysfunction, reduced mobility, increased comorbidities Psychological Anxiety, depression, emotional fatigue related to long-term illness Social Reduced work capacity, family stress, and social withdrawal Cultural Beliefs influencing treatment adherence and healthcare utilization Cultural frameworks significantly influence how individuals interpret illness, engage with treatment, and adhere to medical recommendations. Therefore, effective CDM strategies must integrate culturally competent care delivery and patient-specific education. Evidence suggests that optimal chronic disease outcomes are achieved through multidisciplinary collaboration involving physicians, nurses, dietitians, pharmacists, and social workers. This team-based approach enhances patient engagement, improves adherence, and supports sustainable self-management (Huang et al., 2022). Technological advancements such as telehealth services, mobile health applications, and remote monitoring systems further strengthen chronic disease interventions by enabling continuous communication, real-time monitoring, and improved treatment adherence (Fan & Zhao, 2021). When combined with lifestyle modification strategies, these interventions significantly reduce disease progression and improve quality of life (Jeong, 2024). However, CDM programs assume that patients have adequate health literacy, financial stability, and access to healthcare infrastructure. In reality, barriers such as cultural stigma, inconsistent adherence, limited access to care, and socioeconomic constraints often hinder effective management (Sikuła & Kurpas, 2023). Addressing these challenges requires adaptive, patient-centered, and community-responsive care models. SMART Goals to Address Chronic Disease Management The SMART framework ensures that care coordination objectives are structured, measurable, and achievable within defined timeframes. Goal 1: Strengthening Patient Education Objective To improve patient understanding of chronic disease self-management strategies, including nutrition, physical activity, and medication adherence. SMART Breakdown Component Details Specific Deliver structured educational sessions focusing on lifestyle modification for chronic disease patients Measurable Reach at least 50 participants over a 3-month period and evaluate learning through feedback tools Achievable Collaborate with interdisciplinary professionals such as dietitians and pharmacists to develop content Relevant Improved knowledge enhances self-care capacity and reduces complications (Wu et al., 2023) Time-bound Sessions conducted biweekly from January to March 2025 Goal 2: Enhancing Adherence to Treatment Plans Objective To improve patient compliance with prescribed care plans through structured monitoring and follow-up systems. SMART Breakdown Component Details Specific Establish a follow-up system to monitor medication and lifestyle adherence Measurable Achieve at least 80% adherence based on clinic visits, refill data, and self-reports Achievable Use digital reminders (SMS/WhatsApp) and scheduled follow-ups Relevant Improved adherence reduces hospitalization risk and complications (Losi et al., 2021) Time-bound Implement over 2 months with evaluation at 6 months Goal 3: Enhancing Workforce Capacity in Care Coordination Objective To improve healthcare professionals’ competency in chronic disease care coordination. SMART Breakdown Component Details Specific Conduct training workshops on interprofessional collaboration and technology use in CDM Measurable Deliver 3 workshops to 30 healthcare professionals with ≥60% improvement in post-test scores Achievable Engage subject matter experts and utilize standardized training materials Relevant Improved workforce competency enhances patient outcomes and system efficiency (Bierman et al., 2021) Time-bound Implement over a 3-month period starting February 2025 Community Resources and Care Coordination Community-based support systems are essential for sustaining chronic disease management and improving long-term outcomes. The following resources in Houston, Texas, provide educational, preventive, and supportive services: Resource Description Contact Information Houston Health Department – Chronic Disease Programs Offers preventive screenings, wellness education, and chronic disease self-management initiatives houstontx.gov/health, 832-393-5169 Memorial Hermann Community Benefit Programs Provides community clinics and chronic disease support services for underserved populations (Oestman et al., 2024) memorialhermann.org, 713-222-2273 American Diabetes Association (ADA) Offers educational support, advocacy, and peer support programs for diabetes patients (ElSayed et al., 2022) diabetes.org, 713-977-7706 BakerRipley Senior Services Provides chronic disease self-management workshops for older adults bakerripley.org, 713-667-9400 UTHealth Houston – Center for Health Promotion and Prevention Research Conducts research and community-based chronic disease prevention programs (McKenny, 2024) uth.edu, 713-500-9032 Conclusion Effective chronic disease management in Houston requires an integrated, patient-centered approach that combines education, adherence support, workforce development, and community engagement. The use of multidisciplinary collaboration and digital health technologies enhances continuity of care and improves patient outcomes. Strengthening connections between healthcare systems and community-based resources ensures that care remains accessible, culturally appropriate, and sustainable. Over time, these coordinated efforts contribute to reduced disease burden and improved population health outcomes. References Benavidez, G. A., Zahnd, W. E., Hung, P., & Eberth, J. M. (2024). Chronic disease prevalence in the US: Sociodemographic and geographic variations by zip code tabulation area. Preventing Chronic Disease, 21(21). https://doi.org/10.5888/pcd21.230267 Bierman, A. S., Wang,