Care, lead, and inspire: Infusing innovation into nursing research and evidence-based practice course.

BACKGROUND: Today's nursing workforce is expected to know how to identify and understand research methods and procedures and apply the most current evidence into daily practice. However, teaching evidence-based practice (EBP) in an undergraduate nursing curriculum poses unique challenges in overcoming students' perception of content relevancy to their educational experience, but also offers opportunities for innovation to facilitate critical thinking and clinical application. AIMS: The aim of this article is to report on how teaching and learning innovation was infused into a research and evidence-based practice course and the effect on students' perceptions of course values and effectiveness. METHODS: We used a Plan-Do-Study-Act approach to introduce innovation in an undergraduate course within a university setting. Final student course evaluations were used to measure outcomes on a 5-point Likert scale (1 = low and 5 = high) on the following dimensions: (1) value of overall educational experience, (2) relevancy of course content, (3) improvement in critical thinking, and (4) level of student-instructor interaction. RESULTS: Overall course evaluation scores improved greatly from 2.69 to 3.90 between Spring 2020 and Fall 2021. This finding remained relatively consistent across subsequent semesters (3.79 [Spring 2022], 3.84 [Fall 2022]). Students also reported appreciation and increased engagement and interest with the material after transitioning from examinations to a project-based assignment that allowed them to walk through the steps of EBP in class. LINKING EVIDENCE TO ACTION: We identified and implemented several innovative strategies to improve student outcomes and increase the relevance of the course content. These innovations can be easily incorporated at other universities to enhance delivery and student engagement in this content that is essential to advancing quality care in nursing and developing future nurse scientists and practice leaders who care, lead, and inspire.

Dignity therapy intervention fidelity: a cross-sectional descriptive study with older adult outpatients with cancer.

OBJECTIVES: Intervention fidelity is imperative to ensure confidence in study results and intervention replication in research and clinical settings. Like many brief protocol psychotherapies, Dignity Therapy lacks sufficient evidence of intervention fidelity. To overcome this gap, our study purpose was to examine intervention fidelity among therapists trained with a systematized training protocol. METHODS: For preliminary fidelity evaluation in a large multi-site stepped wedge randomized controlled trial, we analyzed 46 early transcripts of interviews from 10 therapists (7 female; 7 White, 3 Black). Each transcript was evaluated with the Revised Dignity Therapy Adherence Checklist for consistency with the Dignity Therapy protocol in terms of its Process (15 dichotomous items) and Core Principles (6 Likert-type items). A second rater independently coded 26% of the transcripts to assess interrater reliability. RESULTS: Each therapist conducted 2 to 10 interviews. For the 46 scored transcripts, the mean Process score was 12.4/15 (SD = 1.2), and the mean Core Principles score was 9.9/12 (SD = 1.8) with 70% of the transcripts at or above the 80% fidelity criterion. Interrater reliability (Cohen's kappa and weighted kappa) for all Adherence Checklist items ranged between .75 and 1.0. For the Core Principles items, Cronbach's alpha was .92. CONCLUSIONS: Preliminary findings indicate that fidelity to Dignity Therapy delivery was acceptable for most transcripts and provide insights for improving consistency of intervention delivery. The systematized training protocol and ongoing monitoring with the fidelity audit tool will facilitate consistent intervention delivery and add to the literature about fidelity monitoring for brief protocol psychotherapeutic interventions.

Group Social Support Facilitates Adoption of Healthier Behaviors Among Black Women in a Community-Initiated National Diabetes Prevention Program.

The aim of this study was to better understand facilitators and barriers of the early adoption of healthy eating and physical activity behaviors among Black women participating in a community-based, community-initiated diabetes education program. We held focus groups with participants (N = 14) ages 24 to 90 years. Participants were recruited from a multisite, community-based diabetes prevention program in the Southeastern United States. Data were collected in March and June of 2017. Barriers and facilitators of change were categorized using the socioecological model with interpersonal, intrapersonal, community, and environmental factors serving as the foundation for thematic content. Participants reported the adoption of several behavioral changes resulting in positive health outcomes. They also identified several facilitators and few barriers to initial behavior change on participating in the diabetes prevention program. The greatest facilitator was interpersonal, while the greatest barriers were community and/or environmental. Understanding the factors that improve or impede the successful adoption of health behaviors among Black women participating in a behavioral lifestyle program will allow us to develop stronger, more tailored interventions that provide the greatest impact to assist in improving weight loss outcomes and reducing the burden of diabetes among Black women.

Description of a training protocol to improve research reproducibility for dignity therapy: an interview-based intervention.

BACKGROUND: Dignity Therapy (DT) has been implemented over the past 20 years, but a detailed training protocol is not available to facilitate consistency of its implementation. Consistent training positively impacts intervention reproducibility. OBJECTIVE: The objective of this article is to describe a detailed method for DT therapist training. METHOD: Chochinov's DT training seminars included preparatory reading of the DT textbook, in-person training, and practice interview sessions. Building on this training plan, we added feedback on practice and actual interview sessions, a tracking form to guide the process, a written training manual with an annotated model DT transcript, and quarterly support sessions. Using this training method, 18 DT therapists were trained across 6 sites. RESULTS: The DT experts' verbal and written feedback on the practice and actual sessions encouraged the trainees to provide additional attention to eight components: (1) initial framing (i.e., clarifying and organizing of the patient's own goals for creating the legacy document), (2) verifying the patient's understanding of DT, (3) gathering the patient's biographical information, (4) using probing questions, (5) exploring the patient's story thread, (6) refocusing toward the legacy document creation, (7) inviting the patient's expression of meaningful messages, and (8) general DT processes. Evident from the ongoing individual trainee mentoring was achievement and maintenance of adherence to the DT protocol. DISCUSSION: The DT training protocol is a process to enable consistency in the training process, across waves of trainees, toward the goal of maintaining DT implementation consistency. This training protocol will enable future DT researchers and clinicians to consistently train therapists across various disciplines and locales. Furthermore, we anticipate that this training protocol could be generalizable as a roadmap for implementers of other life review and palliative care interview-based interventions.

School Health Infrastructure and Students' Elevated Body Mass Index.

School-age children with overweight or obesity continue to be problematic in the United States, and are associated with many health, social, and financial problems. Schools provide an excellent venue in which to promote healthy weight in students, and school nurses are well-positioned to play an essential role in controlling obesity. The number of studies reporting relationships among school health infrastructure and prevalence of elevated Body Mass Index (BMI) is limited. The present study explored associations between three components of school health infrastructure (staff, services, budget) and the proportion overweight or obese 1st, 3rd, and 6th grade students, after controlling for selected factors (race, county education level, county poverty level, rurality). Study results supported an independent association between elevated BMI and school health staff. Additionally, independent associations between elevated BMI and the following covariates were supported: household income, race, and parents' educational level. There is an ultimate need for well-designed studies addressing these associations.

Diabetes and health-related quality of life among American Indians: the role of psychosocial factors.

PURPOSE: Little is known about the association of psychosocial factors with health-related quality of life (HRQoL) among American Indians with type 2 diabetes (T2D). This study described functional social support, emotional support, coping, resilience, post-traumatic stress disorder, and HRQoL, among American Indians by diabetes status and, among those with diabetes, examined the association of these factors with HRQoL. METHODS: Using data from the Cherokee Nation Health Survey collected between 2017 and 2019, we evaluated differences in each measure of interest according to diabetes status, using t-test and Chi-squared tests of association. We used weighted multiple logistic regression to examine associations between multiple psychosocial factors and HRQoL among those with diabetes. RESULTS: Compared to individuals without diabetes, participants with diabetes rated their functional social support (4.62 vs. 4.56, respectively) and coping (2.65 vs. 2.61, respectively) slightly lower and were more likely to report ≥ 15 days of poor physical (14% vs. 26%, respectively) and mental health (14% vs. 17%, respectively) in the past month. Odds of reporting poor overall health increased more than sixfold for those who were dissatisfied/very dissatisfied with life (AOR = 6.70). Resilience scores reduced odds of reporting ≥ 15 days with poor physical health, while experiences of post-traumatic stress doubled these odds. CONCLUSION: Our study yielded insights into the risk as well as protective factors associated with diabetes outcomes in a large sample of American Indians with T2D. Researchers should design pragmatic trials that deepen understanding of preventive as well as treatment leverage through greater attention to experiences that compromise HRQoL.

Developing a culturally tailored multigenerational intervention to prevent and manage type 2 diabetes in American Indian families living in rural settings: Findings from a focus group study.

The study purpose was to understand the characteristics of interventions that would be most relevant and beneficial to address the diabetes-related needs and challenges of rural American Indians/Alaska Natives (AIAN) with type 2 diabetes (T2D) and their families. In an exploratory study design, we held a total of seven focus groups in Florida and rural Oklahoma. Groups included 3-13 individuals (62 total, 77% were female, mean age 55.3 [11.4] years and mean duration of diabetes 10.4 [SD 9.1] years) who were referred by staff from HealthStreet, Consent2Share mechanism, and by tribal educators. All groups were moderated by the same American Indian research team member using a discussion guide with open-ended questions, followed by probes. Findings revealed themes centered on optimal intervention components, barriers to type 2 diabetes-prevention and management (T2D-PM), personal experiences with T2D, and impact of family behaviors on T2D-PM. Findings indicate that the participants desire diabetes programs that include family members and a hands-on, culturally meaningful approach. Creating an intervention based on the AIAN community's insights that include the entire family may improve T2D-PM outcomes for this population.

Comparing treatment fidelity between study arms of a randomized controlled clinical trial for stroke family caregivers.

OBJECTIVE: To compare treatment fidelity among treatment arms in the Telephone Assessment and Skill-Building Kit study for stroke caregivers (TASK II) with respect to: 1) protocol adherence; 2) intervention dosage and 3) nurse intervener perspectives. DESIGN: A randomized controlled clinical trial design. SETTING: Urban, community, midwestern United States. SUBJECTS: A total of 254 stroke caregivers (mean ±SD age, 54.4 ±11.8 years), 55 (22.0%) males and 199 (78.4%) females) randomized to the TASK II intervention (n=123) or an Information, Support, and Referral comparison group (n=131). INTERVENTIONS: TASK II participants received the TASK II Resource Guide; Information, Support, and Referral participants received a standard caregiver brochure. At approximately 8 weeks after discharge, both groups received 8 weekly calls from a nurse, with a booster call 4 weeks later. MEASURES: Protocol adherence was evaluated with the TASK II Checklist for Monitoring Adherence. Intervention dosage was measured by the number of minutes caregivers spent reading materials and talking with the nurse. Nurse intervener perspectives were obtained through focus groups. RESULTS: Protocol adherence was 80% for the TASK II and 92% for the Information, Support, and Referral. As expected, intervention dosage differed between TASK II and Information, Support, and Referral with respect to caregiver time spent reading materials (t=-6.49; P<.001) and talking with the nurse (t=-7.38; P<.001). Focus groups with nurses yielded further evidence for treatment fidelity and recommendations for future trials. CONCLUSIONS: These findings substantiate treatment fidelity in both study arms of the TASK II stroke caregiver intervention trial (NIH R01NR010388; ClinicalTrials.govNCT01275495).

Evaluation of a Synchronous, Online Diabetes Nutrition Education Program for American Indians and Alaska Natives With Type 2 Diabetes: Facilitators and Participants' Experiences.

OBJECTIVE: To explore the overall experiences of key players involved in a culturally adapted, online, synchronous diabetes nutrition education program across 5 reservation tribal and intertribal urban Indian clinics. METHODS: A multimethods design, including postclass surveys with Likert-scale and short-answer questions, was completed after each of the 5 classes. Participants (n = 54) and class facilitators/coordinators (n = 10) completed postclass surveys (n = 189 and 58, respectively). A subset of participants (n = 24) and all class facilitators/coordinators (n = 10) engaged in online focus groups after the conclusion of program implementation. Qualitative thematic methods and frequency distributions were used to analyze the data. RESULTS: Most participants reported that the classes were enjoyable (94%), culturally respectful (77%), and easily accessed online (68%). Qualitative themes included (1) class satisfaction, (2) class improvements, (3) preference for class facilitator, and (4) recommendations to improve recruitment and retention. CONCLUSIONS AND IMPLICATIONS: These findings will guide program modifications to provide improved diabetes nutrition education for American Indians and Alaska Natives adults with type 2 diabetes.

Method of Developing a Culturally Tailored Diabetes Intervention for American Indians.

BACKGROUND: American Indians have the highest prevalence of type 2 diabetes compared with any other racial or ethnic group. OBJECTIVE: Developing a culturally tailored diabetes prevention and management intervention is one way to reduce diabetes-related health disparities among American Indian populations. The purpose of this article is to describe our approach for developing a diabetes prevention and management intervention study using Kolb's Experiential Learning Theory as the framework. METHODS: To ensure the intervention study was culturally meaningful and relevant we used community-based participatory principles by partnering with a team of nurse researchers, tribal diabetes educators, tribal leaders, and tribal community members who were involved in all aspects of the study process. We conducted seven focus groups predominantly in rural American Indian communities in Oklahoma. Using focus group findings, the team collaboratively designed and developed a multi-generational diabetes prevention and management intervention study. The intervention group sessions will focus on ways to prevent and manage diabetes while the control group sessions will focus on general health education topics that have been identified by the team as important and relevant. CONCLUSIONS: Family interventions that involve multiple generations and provide emotional and behavioral support to those with type 2 diabetes and family members at risk may provide our best chance at improving diabetes-related outcomes and reducing health disparities in this critical population.

Relationship between food insecurity and a gestational diabetes risk reduction intervention: outcomes among American Indian and Alaska Native adolescent and young adult females.

American Indian and Alaska Natives (AI/ANs) are disproportionately impacted by gestational diabetes mellitus (GDM), subsequent type 2 diabetes, and food insecurity. It is prudent to decrease risk of GDM prior to pregnancy to decrease the intergenerational cycle of diabetes in AI/AN communities. The purpose of this project is to describe and examine food insecurity, healthy eating self-efficacy, and healthy eating behaviors among AI/AN females (12-24 years old) as related to GDM risk reduction. Methods included: secondary analysis of healthy eating self-efficacy and behaviors, and household-level food insecurity measures from an randomized controlled trial that tested the effect of engagement in a GDM risk reduction educational intervention on knowledge, behavior, and self-efficacy for GDM risk reduction from baseline to 3-month follow-up. Participants were AI/AN daughters (12-24 years old) and their mothers (N = 149 dyads). Researchers found that more than one-third (38.1%) reported food insecurity. At baseline food insecurity was associated with higher levels of eating vegetables and fruit for the full sample (p = .045) and cohabitating dyads (p = .002). By 3 months healthy eating self-efficacy (p = .048) and limiting snacking between meals (p = .031) improved more in the control group than the intervention group only for cohabitating dyads. For the full sample, the intervention group had increases in times eating vegetables (p = .022) and fruit (p = .015), whereas the control group had declines. In the full sample, food insecurity did not moderate the group by time interaction for self-efficacy for healthy eating (p ≥ .05) but did moderate the group by time interaction for times drinking soda (p = .004) and days eating breakfast (p = .013). For cohabitating dyads, food insecurity did moderate self-efficacy for eating 3 meals a day (p = .024) and days eating breakfast (p = .012). These results suggest food insecurity is an important factor regarding the efficacy of interventions designed to reduce GDM risk and offer unique insight on "upstream causes" of GDM health disparities among AI/AN communities.

American Indian and Alaska Native (AI/AN) women are disproportionately impacted by gestational diabetes mellitus (GDM). GDM can cause severe perinatal complications for both mother and baby. Weight management through healthy diet and physical activity are key factors in decreasing risk for GDM. However, there are barriers to healthful eating in many AI/AN communities. Food insecurity, defined as the lack of consistent access to enough food for an active, healthy life, is a risk factor for unwanted weight gain. Living in a food insecure household during preconception and pregnancy may increase risk of greater weight gain. In this paper, we examined the relationship between food insecurity with healthy eating self-efficacy and behaviors among AI/AN adolescents and young adults (AYAs) (n = 149) through secondary analysis of an existing randomized controlled trial dataset. This study offers unique insight regarding "upstream causes" of GDM health disparities among AI/AN communities. Food security had some moderating effects on individual eating behaviors. Additionally, both healthy eating behavior and self-efficacy for healthy eating improved more among the AYA who experienced food insecurity at baseline. Given the intergenerational implications of GDM, it is prudent that the healthcare sector works with AI/AN communities to support healthful eating behaviors and environments to decrease GDM disparities.

Unraveling Racial Disparities in Supportive Care Medication Use among End-of-Life Pancreatic Cancer Patients: Focus on Pain Management and Psychiatric Therapies.

BACKGROUND: Supportive care medication use differences may contribute to racial disparities observed in health-related quality of life in patients with pancreatic cancer. METHODS: In this observation study using the Surveillance, Epidemiology, and End Results-Medicare linked database, we sought to examine supportive care medication use disparities in patients with pancreatic cancer from 2005 to 2017 by race and ethnicity. RESULTS: Among 74,309 patients included in the final analysis, racial and ethnic disparities in the use of supportive care medications were identified. After adjustment for confounding factors and compared with non-Hispanic Whites, minorities had significantly less use of opioids [Black: adjusted OR (aOR), 0.84; 95% confidence interval (CI), 0.79-0.88; Asian: aOR, 0.84; 95% CI, 0.79-0.90), and skeletomuscular relaxants (Black: aOR, 0.90; 95% CI, 0.82-0.99; Hispanic: aOR, 0.82; 95% CI, 0.74-0.91; Asian: aOR, 0.59; 95% CI, 0.51-0.68), and increased use of non-opioid analgesics (Hispanic: aOR, 1.16; 95% CI, 1.01-1.14; Asian: aOR, 1.37; 95% CI, 1.26-1.49). Racial and ethnic minorities had less use of antidepressants (Black: aOR, 0.56; 95% CI, 0.53-0.59; Hispanic: aOR, 0.77; 95% CI, 0.73-0.82; Asian: aOR, 0.47; 95% CI, 0.44-0.51), anxiolytics (Black: aOR, 0.78; 95% CI, 0.74-0.82; Hispanic: aOR, 0.66; 95% CI, 0.62-0.71; Asian: aOR, 0.52; 95% CI, 0.48-0.57), and antipsychotics (Hispanic: aOR, 0.90; 95% CI, 0.82-0.99; Asian: aOR, 0.84; 95% CI, 0.74-0.95). CONCLUSIONS: Racial and ethnic disparities in the use of supportive care medications among patients with pancreatic cancer were observed, with the differences unexplained by sociodemographic factors. IMPACT: Future studies should identify strategies to promote equitable use of supportive care medications among racial minorities and explore factors that may influence their use in these populations.

Association of Medication Adherence With HbA1c Control Among American Indian Adults With Type 2 Diabetes Using Tribal Health Services.

OBJECTIVE: To examine HbA1c levels and adherence to oral glucose-lowering medications and their association with future HbA1c levels among American Indian adults with type 2 diabetes (T2D) receiving medications at no cost from a tribal health care system. RESEARCH DESIGN AND METHODS: Tribal citizens with T2D who used Choctaw Nation Health Services Authority (CNHSA) and Pharmacies and had HbA1c data during 2017-2018 were included in this study. Medication adherence (proportion of days covered [PDC] ≥0.80) was calculated using 2017 CNHSA electronic health record data. RESULTS: Of the 74,000 tribal citizens living on tribal lands, 4,560 were eligible; 32% had HbA1c at or below target (≤7%), 36% were above target (>7 to ≤9%), and 32% were uncontrolled (>9%) in 2017. The percentage of patients with PDC ≥0.80 was 66% for those using biguanides, 72% for sulfonylureas, 75% for dipeptidyl peptidase 4 inhibitors, and 83% for sodium-glucose cotransporter 2 inhibitors. The proportion of patients with HbA1c at or below target increased slightly from 32% in 2017 to 42% in 2018. Higher average PDC in 2017 was associated with lower HbA1c levels in 2018 (ß = -1.143; P < 0.001). CONCLUSIONS: Medication adherence was higher than that found in previous studies using self-report methods in American Indian populations, although a smaller proportion of patients had HbA1c at or below target relative to U.S. adults with T2D. Medication adherence was associated with improved HbA1c levels for most oral glucose-lowering medication classes. Future studies of American Indians should use both longitudinal prescription data from both electronic health records and pharmacy refills.

A nurse-led intervention in patients with newly diagnosed cancer and Type 2 diabetes: A pilot randomized controlled trial feasibility study.

BACKGROUND: Undiagnosed Type 2 diabetes (T2D) has been associated with advanced stage cancer at diagnosis, higher mortality, and lower long-term all-cause survival. This was a RCT pilot study to examine the feasibility of a nurse-led T2D intervention for adults with newly diagnosed cancer (≤3 months), and T2D, undiagnosed or untreated with medication, conducted at an outpatient oncology clinic affiliated with a large academic institution. METHODS: Participants needed to meet the eligibility criteria including a HbA1c level between 6.5% and 9.9%. Randomization was 1:1 to a 3-month intervention that consisted of nursing-led diabetes education and immediate initiation of metformin versus referral to primary care for usual care (control). RESULTS: Three hundred and seventy nine patients were screened using EHR, 55 agreed to participate, and 3 had eligible HbA1c levels and were randomized in the study. Primary reasons for study exclusion included life expectancy ≤2 years (16.9%), current use or inability to tolerate metformin (14.8%), and abnormal labs that contraindicated metformin use (13.9%). CONCLUSION: This study was not feasible due to recruitment inefficiencies, but acceptable to all who qualified.

Type 2 diabetes mellitus screening rates in racial and ethnic minority groups.

BACKGROUND: More than 7 million Americans aged 18 years and older have undiagnosed diabetes. As primary health care moves toward preventative medicine, it is important that diabetes screening deficits are addressed. PURPOSE: The purpose of this study was to identify current screening rates among racial and ethnic minorities who are considered at high risk of developing type 2 diabetes mellitus (T2DM). METHODOLOGY: Data were collected through an IRB-approved i2b2 database from previously consented patients who had been treated at a large academic health center and outpatient facilities. Patients who were included in this study were those seen in outpatient settings between June 2011 and June 2019, aged 18-39 years at high risk for developing T2DM, defined as those of a racial and ethnic minority background, obese, and with a family history of T2DM. RESULTS: Approximately 1,476 ± 3 individuals were identified as high risk, and of those, only 106 ± 3 (13.9%) were screened for T2DM between June 2011 and June 2019. Following the American Diabetes Association guidelines of including body mass index ≥25 kg/m2, approximately 1,263 ± 3 of the original 1,476 patients were identified as overweight with high risk, and of those patients, only 90 ± 3 (13.8%) were screened. CONCLUSIONS: Findings indicate that less than 14% of patients at high risk for developing T2DM in their lifetime are being screened. IMPLEMENTATIONS: Screening strategies need to be developed and implemented to better identify individuals at high risk of developing T2DM, which may lead to earlier diagnosis, treatment, and decreased disease burden.

Food Insecurity Is Associated with Mental-Physical Comorbidities among U.S. Adults: NHANES 2013 to 2016.

The co-occurrence of mental and physical conditions has increased significantly during the last decade. However, research examining the influence of social factors such as food insecurity is limited. The purpose of this study was to examine the association between food insecurity and mental-physical comorbidity status among U.S. adults. Data for this analysis were drawn from the National Health and Nutrition Examination Survey (NHANES) for the years 2013-2016. Respondents ages 18 and older who reported at least one of three chronic conditions (i.e., type 2 diabetes mellitus, hypertension, and hyperlipidemia) and responded to a nine-item depression scale were included in the analytic sample. The prevalence of food insecurity among those with depression and a cardiometabolic condition was 34% compared to 13% among those with a cardiometabolic condition only. Findings from multinomial logistic regression models indicated that food insecurity was associated with higher risk of mental-physical comorbidity (OR: 3.6, 95% CI: 2.26-5.76). Respondents reporting poor diet and poor self-reported health had higher odds of comorbid depression and cardiometabolic conditions. Female respondents had increased odds of comorbid depression and cardiometabolic conditions. Food insecurity is associated with co-occurring depression and cardiometabolic disease and may have implications for disease management.

Interventions for Informal Caregivers of Stroke Survivors: Is There Racial and Ethnic Representation in Stroke Caregiver Studies?

PURPOSE: The specific aims of this scoping review of the literature are to (1) map the current scope of literature regarding nonpharmacological interventions for informal stroke caregivers and (2) explore the degree to which racial/ethnic minority groups were represented in nonpharmacological interventions for stroke caregivers in the United States. DESIGN AND METHODS: Arksey and O'Malley's methodological framework was used to conduct this scoping review. The framework entails formulating research questions, developing criteria for selecting relevant studies, charting the data, and synthesizing results. FINDINGS: The scoping review yielded 11 studies that varied in intervention design, methods of implementation, and outcome measurements. The review indicated that racial and ethnic minorities were less likely to be represented in nonpharmacological intervention studies for stroke caregivers. CONCLUSION: Currently, there is sparse research that focuses on interventions with family caregivers of varying racial/ethnic groups in the United States.

Examining the relationship between metformin dose and cancer survival: A SEER-Medicare analysis.

Cancer is a major health problem in the U.S and type 2 diabetes mellitus (T2DM) is known to increase the risk for the development of many cancers. Metformin, a first-line therapy for treating T2DM, is increasingly being used for its anticancer effects; however, the literature is limited on the effect of metformin dose on overall survival in patients with stage IV cancer. Overall survival was defined as the time interval from the date of diagnosis to the last known follow-up or death from any cause. Subjects who were alive on December 31, 2016 were censored. In this cohort study we examined the relationship between metformin dose and overall survival in persons with both T2DM and stage IV lung, breast, colorectal, prostate, or pancreas cancers. We used a retrospective study design with Cox proportional hazards regression analysis of the 2007-2016 of the Surveillance Epidemiology and End Results-Medicare (SEER) dataset. Of the 7,725 patients, 2,981(38.5%) had been prescribed metformin. Patients who used metformin had significantly better overall survival in both unadjusted (Unadjusted HR, 0.73; 95% CI, 0.69-0.76; p < 0.001) and adjusted models (adjusted HR, 0.77; 95% CI, 0.73-0.81; p < 0.001). The overall survival between patients who took metformin with average daily dose ≥ 1000mg or < 1000mg were not statistically significant (aHR, 1.00; 95% CI, 0.93-1.08; p = 0.90). Metformin use regardless of dose is associated with increased overall survival in older adults with stage IV cancer.

Medication Adherence and Cardiometabolic Control Indicators Among American Indian Adults Receiving Tribal Health Services: Protocol for a Longitudinal Electronic Health Records Study.

BACKGROUND: American Indian adults have the highest prevalence of type 2 diabetes (T2D) in any racial or ethnic group and experience high rates of comorbidities. Uncontrolled cardiometabolic risk factors-insulin resistance, resulting in impaired glucose tolerance, dyslipidemia, and hypertension-increase the risk of mortality. Mortality is significantly reduced by glucose- and lipid-lowering and antihypertensive medication adherence. Medication adherence is low among American Indian adults living in non-Indian Health Service health care settings. Virtually nothing is known about the nature and extent of medication adherence among reservation-dwelling American Indian adults who primarily receive their medications without cost from Indian Health Service or tribal facilities. Electronic health records (EHRs) offer a rich but underused data source regarding medication adherence and its potential to predict cardiometabolic control indicators (C-MCIs). With the support of the Choctaw Nation of Oklahoma (CNO), we address this oversight by using EHR data generated by this large, state-of-the-art tribal health care system to investigate C-MCIs. OBJECTIVE: Our specific aims are to determine, using 2018 EHR data, the bivariate relationships between medication adherence and C-MCIs, demographics, and comorbidities and each C-MCI and demographics and comorbidities; develop machine learning models for predicting future C-MCIs from the previous year's medication adherence, demographics, comorbidities, and common laboratory tests; and identify facilitators of and barriers to medication adherence within the context of social determinants of health (SDOH), EHR-derived medication adherence, and C-MCIs. METHODS: Drawing on the tribe's EHR (2018-2021) data for CNO patients with T2D, we will characterize the relationships among medication adherence (to glucose- and lipid-lowering and antihypertensive drugs) and C-MCIs (hemoglobin A1c ≤7%, low-density lipoprotein cholesterol <100 mg/dL, and systolic blood pressure <130 mm Hg); patient demographics (eg, age, sex, SDOH, and residence location); and comorbidities (eg, BMI ≥30, cardiovascular disease, and chronic kidney disease). We will also characterize the association of each C-MCI with demographics and comorbidities. Prescription and pharmacy refill data will be used to calculate the proportion of days covered with medications, a typical measure of medication adherence. Using machine learning techniques, we will develop prediction models for future (2019-2021) C-MCIs based on medication adherence, patient demographics, comorbidities, and common laboratory tests (eg, lipid panel) from the previous year. Finally, key informant interviews (N=90) will explore facilitators of and barriers to medication adherence within the context of local SDOH. RESULTS: Funding was obtained in early 2022. The University of Florida and CNO approved the institutional review board protocols and executed the data use agreements. Data extraction is in process. We expect to obtain results from aims 1 and 2 in 2024. CONCLUSIONS: Our findings will yield insights into improving medication adherence and C-MCIs among American Indian adults, consistent with CNO's State of the Nation's Health Report 2017 goal of reducing T2D and its complications. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): PRR1-10.2196/39193.