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OBJECTIVES: Optimal postpartum care promotes healthcare utilization and outcomes. This qualitative study investigated the experiences and perceived needs for postpartum care among women in rural communities in Arizona, United States. METHODS: We conducted in-depth interviews with thirty childbearing women and analyzed the transcripts using reflexive thematic analysis to gauge their experiences, needs, and factors affecting postpartum healthcare utilization. RESULTS: Experiences during childbirth and multiple structural factors, including transportation, childcare services, financial constraints, and social support, played crucial roles in postpartum care utilization for childbearing people in rural communities. Access to comprehensive health information and community-level support systems were perceived as critical for optimizing postpartum care and utilization. CONCLUSIONS FOR PRACTICE: This study provides valuable insights for policymakers, healthcare providers, and community stakeholders in enhancing postpartum care services for individuals in rural communities in the United States.
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Acessibilidade aos Serviços de Saúde , Entrevistas como Assunto , Cuidado Pós-Natal , Pesquisa Qualitativa , População Rural , Humanos , Feminino , Arizona , Cuidado Pós-Natal/métodos , Cuidado Pós-Natal/normas , Adulto , Gravidez , Apoio Social , Período Pós-Parto , Política de Saúde , Serviços de Saúde Materna/normas , Aceitação pelo Paciente de Cuidados de Saúde/estatística & dados numéricos , Aceitação pelo Paciente de Cuidados de Saúde/psicologiaRESUMO
AIMS: Individuals with type 1 diabetes (T1D) experience greater sleep disturbances than people without diabetes. However, the nature, causes and effects of sleep disruption in individuals with T1D and their family are not well understood. The purpose of this study was to explore and characterise the perspectives of parents, partners and individuals with diabetes about T1D-related sleep issues. METHODS: Participants included 44 youth and adults with T1D (ages 9-69), 24 parents of youth with T1D, and 14 partners of adults with T1D, recruited from diabetes clinics at two academic medical centres in the Southwestern and Midwestern United States. Semi-structured qualitative interviews were transcribed verbatim, coded and analysed using hybrid thematic analysis. RESULTS: We identified two central themes: Emotional Distress and Sleep Disruption. Each theme had multiple subthemes, and the two central themes were related to one another via a shared subtheme, Worry Impacting Sleep. CONCLUSIONS: Complex T1D-related emotional and behavioural factors both contributed to and resulted from sleep difficulties. Diabetes care providers should routinely assess for sleep concerns in people with T1D and their parents and partners. It may be important to consider both diabetes-related causes of sleep disruptions and potential impacts on self management and emotional functioning.
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Diabetes Mellitus Tipo 1 , Autogestão , Transtornos do Sono-Vigília , Adolescente , Adulto , Idoso , Criança , Diabetes Mellitus Tipo 1/complicações , Diabetes Mellitus Tipo 1/psicologia , Humanos , Pessoa de Meia-Idade , Pais/psicologia , Pesquisa Qualitativa , Autogestão/psicologia , Sono , Transtornos do Sono-Vigília/epidemiologia , Transtornos do Sono-Vigília/etiologia , Adulto JovemRESUMO
OBJECTIVE: Although mood and anxiety symptoms are common in youth with type 1 diabetes (T1D), little research has described their worries across developmental stages or the strategies they use to cope with these worries. This secondary data analysis aimed to describe and characterize common T1D-related worries and coping strategies from middle childhood through young adulthood. METHODS: Twenty-three youth (9 children, 7 adolescents, and 7 young adults) completed semistructured qualitative interviews about health-related quality of life. We coded interview transcripts using thematic analysis to generate common themes of diabetes-related worries and coping strategies. RESULTS: Participants' worries fell into four major themes: Managing Blood Glucose, Self-Efficacy for Diabetes Management, Interpersonal Relationships, and Lifestyle Impact, and eight youth denied having diabetes-related worries. Coping strategies fell into the three major themes: Attempts to Change Source of Worry, Attempts to Change Reactions to Worry, and Attempts to Orient Away from the Worry. CONCLUSIONS: Youths' worries about various aspects of living with and feeling able to self-manage diabetes are important to consider across pediatric development as they can impact youths' participation in daily activities and future plans. By adolescence, youth report longer-term worries about the health and lifestyle implications of diabetes. Youths' reported coping strategies are generally consistent with existing coping frameworks, though our data suggest some possible refinements. Social support emerged as an important coping strategy for all age groups. Thus, interventions supporting youth in building and strengthening their social networks may be particularly beneficial in helping youth cope with their diabetes-related worries across development.
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Diabetes Mellitus Tipo 1 , Adolescente , Adulto Jovem , Criança , Humanos , Adulto , Diabetes Mellitus Tipo 1/terapia , Qualidade de Vida , Glicemia , Adaptação Psicológica , AnsiedadeRESUMO
Editor's note: This article was adapted from the address Dr. Marrero delivered as the recipient of the American Diabetes Association's Richard R. Rubin Award for 2021. This award recognizes a behavioral researcher who has made outstanding, innovative contributions to the study and understanding of the behavioral aspects of diabetes in diverse populations. Dr. Marrero delivered the address in June 2021 at the Association's virtual 81st Scientific Sessions. A webcast of this speech is available for viewing at https://bit.ly/3HIkOpz.
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AIMS: Diabetic foot ulceration can contribute to lowered life expectancy and quality of life for people with diabetes, and yet, scant attention has been given to improving preventive and educational measures. This article uses a phenomenological approach to explore individuals' lived experiences of diabetic foot ulcerations to explore factors that can be harnessed to achieve improved outcomes. DESIGN: This was a qualitative study using semi-structured interviews grounded in a phenomenological framework to explore how patients perceive and understand their foot problems. METHODS: Study participants were recruited from February 2020 to February 2021 from a tertiary referral centre that treats foot problems in persons with diabetes. A total of 15 Hispanic, Native American and White patients participated in the study. We conducted in-depth semi-structured interviews which were audio recorded with the participant's consent. Interview data were transcribed and analysed with Dedoose data management software. RESULTS: Analysis revealed findings in two primary domains: (1) how patients perceive foot ulceration, with themes around limited understandings of foot ulceration, close sensory observation of foot problems and barriers to ulcer perception and (2) how patients experience the timing of foot ulceration, with themes on how time perceptions shifted as foot problems became more serious, which correlated closely to how patients responded to their foot problems. CONCLUSION: Despite the close sensory observation of their feet, people with diabetes face an array of barriers to recognizing and understanding the implications of diabetic foot ulceration, which can lead to delayed care seeking. Nurses can play a critical role in promoting patient education and improving patient self-management of foot ulcers. IMPACT: This phenomenological study offers important lessons to guide nurses and other providers in enhancing patient self-management of DFUs and improving care outcomes by expanding an understanding of DFU early warning signs, the imperative to seek medical care quickly, and addressing possible barriers.
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Diabetes Mellitus , Pé Diabético , Pé Diabético/terapia , Humanos , Aceitação pelo Paciente de Cuidados de Saúde , Pesquisa Qualitativa , Qualidade de Vida , ÚlceraRESUMO
BACKGROUND: Exposure to gestational diabetes mellitus (GDM) is associated with increased risk for type 2 diabetes (T2DM) in mothers, and poor cardiovascular health among offspring. Identifying effective methods to mitigate T2DM risk has the potential to improve health outcomes for mothers with a history of GDM and their children. The goal of the EPIC El Rio Families Study is to implement and evaluate the effects of a 13-week behavioral lifestyle intervention on T2DM risk factors in at-risk mothers and their 8- to 12-year-old children. We describe herein the rationale for our specific approach, the adaption of the DPP-based curriculum for delivery to patients of a Federally Qualified Health Center (FQHC), and the study design and methodology. METHODS: The effects of the intervention on reduction in excess body weight (primary outcome), hemoglobin A1c, blood pressure, and changes in lifestyle behaviors associated with weight trajectory and T2DM risk in mother-child dyads will be evaluated during a 13-week, group randomized trial wherein 60 mothers and their children will be recruited to the intervention or wait-listed control conditions at one of two FQHC locations. Intervention participants (n = 30) will begin the group program immediately, whereas the wait-listed controls (n = 30) will receive a booklet describing self-guided strategies for behavior change. Associated program delivery costs, acceptability of the program to participants and FQHC staff, and potential for long-term sustainability will also be evaluated. DISCUSSION: Successful completion in our aims will produce a scalable program with high potential for replication and dissemination, and estimated intervention effects to inform T2DM prevention efforts on families who use the FQHC system. The results from this study will be critical in developing a T2DM prevention model that can be implemented and scaled across FQHCs serving populations disproportionately burdened by T2DM. TRIAL REGISTRATION: ClinicalTrials.gov NCT03781102 ; Date of registration: 19 December 2018.
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Diabetes Mellitus Tipo 2 , Diabetes Gestacional , Criança , Atenção à Saúde , Diabetes Mellitus Tipo 2/prevenção & controle , Feminino , Hemoglobinas Glicadas/análise , Humanos , Estilo de Vida , Mães , Gravidez , Ensaios Clínicos Controlados Aleatórios como AssuntoRESUMO
BACKGROUND: African American adults suffer disproportionately from obesity-related chronic diseases, particularly at younger ages. In order to close the gap in these health disparities, efforts to develop and test culturally appropriate interventions are critical. METHODS: A PRISMA-guided systematic review was conducted to identify and critically evaluate health promotion interventions for African Americans delivered in barbershops and hair salons. Subject headings and keywords used to search for synonyms of 'barbershops,' 'hair salons,' and 'African Americans' identified all relevant articles (from inception onwards) from six databases: Academic Search Ultimate, Cumulative Index of Nursing and Allied Health Literature (CINAHL), Embase, PsycINFO, PubMed, Web of Science (Science Citation Index and Social Sciences Citation Index). Experimental and quasi-experimental studies for adult (> 18 years) African Americans delivered in barbershops and hair salons that evaluated interventions focused on risk reduction/management of obesity-related chronic disease: cardiovascular disease, cancer, and type 2 diabetes were included. Analyses were conducted in 2020. RESULTS: Fourteen studies met criteria for inclusion. Ten studies hosted interventions in a barbershop setting while four took place in hair salons. There was substantial variability among interventions and outcomes with cancer the most commonly studied disease state (n = 7; 50%), followed by hypertension (n = 5; 35.7%). Most reported outcomes were focused on behavior change (n = 10) with only four studies reporting clinical outcomes. CONCLUSIONS: Health promotion interventions delivered in barbershops/hair salons show promise for meeting cancer screening recommendations and managing hypertension in African Americans. More studies are needed that focus on diabetes and obesity and utilize the hair salon as a site for intervention delivery. TRIAL REGISTRATION: PROSPERO CRD42020159050 .
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Negro ou Afro-Americano , Diabetes Mellitus Tipo 2 , Adulto , Doença Crônica , Promoção da Saúde , Humanos , Comportamento de Redução do RiscoRESUMO
OBJECTIVE: To develop and validate new measures of diabetes-specific health-related quality of life (HRQOL) for people with type 1 diabetes (T1D) that are brief, developmentally appropriate, and usable in clinical research and care. Here we report on the phases of developing and validating the self-report Type 1 Diabetes and Life (T1DAL) measures for children (age 8-11) and adolescents (age 12-17). METHODS: Measure development included qualitative interviews with youth and parents (n = 16 dyads) followed by piloting draft measures and conducting cognitive debriefing with youth (n = 9) to refine the measures. To evaluate the psychometric properties, children (n = 194) and adolescents (n = 257) at three T1D Exchange Clinic Network sites completed the age-appropriate T1DAL measure and previously validated questionnaires measuring related constructs. Using psychometric data, the investigators reduced the length of each T1DAL measure to 21 and 23 items, respectively, and conducted a final round of cognitive debriefing with six children and adolescents. RESULTS: The T1DAL measures for children and adolescents demonstrated good internal consistency (α = 0.84 and 0.89, respectively) and test-retest reliability (r = 0.78 and 0.80, respectively). Significant correlations between the T1DAL scores and measures of general quality of life, generic and diabetes-specific HRQOL, diabetes burden, and diabetes strengths demonstrated construct validity. Correlations with measures of self-management (child and adolescent) and glycemic control (adolescent only) demonstrated criterion validity. Factor analyses indicated four developmentally specific subscales per measure. Participants reported satisfaction with the measures. CONCLUSIONS: The new T1DAL measures for children and adolescents with T1D are reliable, valid, and suitable for use in care settings and clinical research.
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Diabetes Mellitus Tipo 1/psicologia , Psicometria , Qualidade de Vida , Autorrelato , Adolescente , Criança , Análise Fatorial , Família , Feminino , Humanos , Masculino , Reprodutibilidade dos Testes , Inquéritos e QuestionáriosRESUMO
INTRODUCTION: Trials in adults have demonstrated that interventions targeting lifestyle are effective in preventing or delaying type 2 diabetes (T2D). To address this need in youth, we developed ENCOURAGE Healthy Families (ENCOURAGE), based on the US Diabetes Prevention Program (DPP). STUDY DESIGN: Here, we present results of the ENCOURAGE randomized, comparative effectiveness trial in which we evaluated ENCOURAGE delivered to (1) mothers only, and (2) mothers with added content delivered to their children. PARTICIPANTS: The study was performed in Indianapolis, IN, at an academic medical center and the YMCA; December 2012 to April 2016. Women with a history of gestational diabetes mellitus (GDM) or prediabetes with children aged 8 to 15 years enrolled (n = 128). OUTCOME MEASURES: Outcomes were collected at baseline, postintervention (3 months), 6 and 12 months. The primary outcome was weight change at 3 months in adults; secondary outcomes included glycosylated hemoglobin (HbA1c), lipids, and blood pressure. RESULTS: In neither program did mothers' weight change. HbA1c decreased at 3 months in both groups (mothers only=-0.09%, P = .019; mothers and children=-0.11%, P = .003). Participating children had a reduction in body mass index (BMI) percentile at 3 (-1.77, P = .014), 6 (-3.0, P = .002), and 12 months (-2.91, P = .004). HbA1c decreased in children in both groups (mothers only = -0.12% at 3 months [P < .0001], -0.13% at 6 months [P < .001], and -0.07% at 12 months [P = .001]; mothers and children = -0.08% at 3 months (P < .0001), -0.07% at 6 months (P = .0004), and -0.04% at 12 months (P = .03). CONCLUSION: ENCOURAGE was beneficial for reducing BMI percentile in participating children.
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OBJECTIVES: To determine if a widely available weight-management program (Weight Watchers) could achieve sufficient weight loss in persons with prediabetes compared with a Diabetes Prevention Program-based individual counseling program supported by National Diabetes Education Program materials. METHODS: We conducted an individual, randomized intervention trial in Indianapolis, Indiana, in 2013 to 2014, in 225 persons with prediabetes. We compared the Weight Watchers weight-management program (n = 112) with Your Game Plan to Prevent Type 2 Diabetes, a program developed by the National Diabetes Education Program. Outcomes were weight and metabolic markers measured at baseline, 6 months, and 12 months. RESULTS: Intervention participants lost significantly more weight than controls at 6 months (5.5% vs 0.8%) and 12 months (5.5% vs 0.2%; both P < .001). The intervention group also had significantly greater improvements in hemoglobin A1c and high-density lipoprotein cholesterol level than did controls. CONCLUSIONS: A large weight-management program is effective for achieving lifestyle changes associated with diabetes prevention. Such programs could significantly increase the availability of diabetes prevention programs worldwide making an immediate and significant public health impact.
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Peso Corporal , Diabetes Mellitus Tipo 2/prevenção & controle , Estilo de Vida , Estado Pré-Diabético/terapia , Programas de Redução de Peso/métodos , Adulto , Idoso , Índice de Massa Corporal , Aconselhamento/métodos , Dieta , Exercício Físico , Feminino , Hemoglobinas Glicadas , Humanos , Indiana , Lipoproteínas HDL/sangue , Masculino , Pessoa de Meia-Idade , Fatores SocioeconômicosRESUMO
EDITOR'S NOTE: This article is adapted from the address of the American Diabetes Association (ADA) President, Health Care and Education, given in June 2015 at the Association's 75th Scientific Sessions in Boston, Mass. A webcast of this speech is available for viewing at the ADA website (http://professional.diabetes.org/webcasts).
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OBJECTIVE: To assess in the Diabetes Prevention Program and Diabetes Prevention Program Outcomes Study whether diagnosis of diabetes predicted elevated depressive symptoms (DS) or use of antidepressant medicine (ADM) following diagnosis; whether diabetes status or duration had significant effect on DS or ADM use; and to determine the associations between A1C, fasting plasma glucose (FPG), normalization of FPG, and DS or ADM use after diagnosis. METHODS: Diabetes Prevention Program participants in three treatment arms (intensive life style, metformin, placebo) were assessed for diabetes, glucose control, ADM use, and DS, measured using the Beck Depression Inventory (BDI). Among 3234 participants, 1285 developed diabetes. Depression levels were measured before and after diabetes diagnosis. RESULTS: Neither DS nor use of ADM increased after diagnosis; higher FPG was associated with greater ADM use in the intensive life style arm; a 10-mg/dl rise in FPG is associated with greater odds of ADM use. Higher FPG and A1C were associated with higher BDI scores in all three arms; A 10-mg/dl rise in FPG had a 0.07 increase in BDI. A 1% higher A1c was associated with a 0.21-point increase in BDI. Normalization of FPG was associated with lower BDI. When FPG had normalized, there was a decrease of 0.30 points in the BDI score compared when FPG had not normalized. CONCLUSIONS: Contrary to clinical attributions, diabetes diagnosis did not show an immediate impact on BDI scores or ADM use. Higher glucose levels after diagnosis were associated with a small but significantly higher BDI score and more ADM use. TRIAL REGISTRATION: DPPOS: NCT00038727; DPP: NCT00004992.
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Antidepressivos/uso terapêutico , Depressão/tratamento farmacológico , Diabetes Mellitus Tipo 2/prevenção & controle , Hipoglicemiantes/uso terapêutico , Metformina/uso terapêutico , Estado Pré-Diabético/terapia , Comportamento de Redução do Risco , Adulto , Depressão/complicações , Diabetes Mellitus Tipo 2/complicações , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estado Pré-Diabético/complicações , Resultado do TratamentoRESUMO
OBJECTIVES: We evaluated the weight loss effectiveness of a YMCA model for the Diabetes Prevention Program (DPP) lifestyle intervention. METHODS: Between July 2008 and November 2010, we individually randomized 509 overweight or obese, low-income, nondiabetic adults with elevated blood glucose in Indianapolis, Indiana, to receive standard care plus brief lifestyle counseling or be offered a group-based YMCA adaptation of the DPP (YDPP). Primary outcome was mean weight loss difference at 12 months. In our intention-to-treat analyses, we used longitudinal linear or logistic regression, multiply imputing missing observations. We used instrumental variables regression to estimate weight loss effectiveness among participants completing 9 or more intervention lessons. RESULTS: In the YDPP arm, 161 (62.6%) participants attended ≥ 1 lesson and 103 (40.0%) completed 9 or more lessons. In intention-to-treat analysis, mean 12-month weight loss was 2.3 kilograms (95% confidence interval [CI] = 1.1, 3.4 kg) more for the YDPP arm than for standard care participants. In instrumental variable analyses, persons attending 9 or more lessons had a 5.3-kilogram (95% CI = 2.8, 7.9 kg) greater weight loss than did those with standard care alone. CONCLUSIONS: The YMCA model for DPP delivery achieves meaningful weight loss at 12 months among low-income adults.
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Aconselhamento/organização & administração , Diabetes Mellitus Tipo 2/prevenção & controle , Sobrepeso/terapia , Pobreza , Programas de Redução de Peso/organização & administração , Adulto , Glicemia , Índice de Massa Corporal , Feminino , Comportamentos Relacionados com a Saúde , Humanos , Indiana , Estilo de Vida , Masculino , Pessoa de Meia-Idade , Obesidade/terapia , Método Simples-Cego , Redução de PesoRESUMO
INTRODUCTION: Working adults spend much time at the workplace, an ideal setting for wellness programs targeting weight loss and disease prevention. Few randomized trials have evaluated the efficacy of worksite diabetes prevention programs. This study evaluated the efficacy of a worksite lifestyle intervention on metabolic and behavioral risk factors compared with usual care. METHODS: A pretest-posttest control group design with 3-month follow-up was used. Participants with prediabetes were recruited from a university worksite and randomized to receive a 16-week lifestyle intervention (n = 35) or usual care (n = 34). Participants were evaluated at baseline, postintervention, and 3-month follow-up. Dietary intake was measured by a food frequency questionnaire and level of physical activity by accelerometers. Repeated measures analysis of variance compared the change in outcomes between and within groups. RESULTS: Mean (standard error [SE]) weight loss was greater in the intervention (-5.5% [0.6%]) than in the control (-0.4% [0.5%]) group (P < .001) postintervention and was sustained at 3-month follow-up (P < .001). Mean (SE) reductions in fasting glucose were greater in the intervention (-8.6 [1.6] mg/dL) than in the control (-3.7 [1.6] mg/dL) group (P = .02) postintervention; both groups had significant glucose reductions at 3-month follow-up (P < .001). In the intervention group, the intake of total energy and the percentage of energy from all fats, saturated fats, and trans fats decreased, and the intake of dietary fiber increased (all P < .01) postintervention. CONCLUSION: The worksite intervention improved metabolic and behavioral risk factors among employees with prediabetes. The long-term impact on diabetes prevention and program sustainability warrant further investigation.
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Diabetes Mellitus Tipo 2/prevenção & controle , Promoção da Saúde/métodos , Estilo de Vida , Estado Pré-Diabético/diagnóstico , Redução de Peso , Local de Trabalho , Adulto , Comportamento Alimentar , Feminino , Teste de Tolerância a Glucose , Humanos , Masculino , Pessoa de Meia-Idade , Atividade Motora , Ohio , Avaliação de Programas e Projetos de Saúde , Fatores de Risco , UniversidadesRESUMO
Objective. Weight loss is the most effective approach to reducing diabetes risk. It is a research priority to identify factors that may enhance weight loss success, particularly among those at risk for diabetes. This analysis explored the relationships between self-efficacy, weight loss, and dietary fat intake among adults at risk for developing type 2 diabetes. Methods. This pilot, site-randomized trial was designed to compare group-based Diabetes Prevention Program lifestyle intervention delivery by YMCA staff to brief counseling alone (control) in 92 adults at risk for diabetes (BMI ≥ 24 kg/m(2), ≥ 2 diabetes risk factors, and a random capillary blood glucose of 110-199 mg/dl). Self-efficacy was measured using the Weight Efficacy Lifestyle questionnaire. Data were collected at baseline, 6 months, and 12 months. A paired t test was used to determine within-group changes in self-efficacy and weight at 6 and 12 months. Using a fitted model, we estimated how much of an increase in self-efficacy was related to a 5% weight reduction at 6 and 12 months. Results. Self-efficacy was associated with a 5% reduction in baseline weight at 6 and 12 months but was not related to fat intake. Conclusion. These findings suggest that it is important to assess the level of self-efficacy when counseling adults at high risk for diabetes about weight loss. Certain aspects of self-efficacy seem to play a greater role, depending on the stage of weight loss.
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BACKGROUND: The purpose of this study was to determine the association of preulcerative foot care and outcomes of diabetic foot ulcerations (DFUs). METHODS: This retrospective cohort study using the Mariner all-payers claims data set included participants with a new DFU from 2010 to 2019. Patients were stratified into two cohorts (foot care and control) based on whether they had received any outpatient foot care within 12 months before DFU. Adjusted comparison was performed by propensity matching for age, sex, and the Charlson Comorbidity Index (1:2 ratio). Kaplan-Meier estimates and logistic regression examined the association between foot care and outcomes of DFUs. RESULTS: Of the 307,131 patients in the study cohort, 4.7% (n = 14,477) received outpatient preulcerative foot care within the 12-month period before DFU. The rate of major amputation was 1.8% (foot care, 1.2%), and 9.0% of patients had hospitalizations for foot infection within 12 months after DFU (foot care, 7.8%). In the study cohort, patients who received pre-DFU foot care had greater major amputation-free survival (P < .001) on Kaplan-Meier estimate. In both the study and matched cohorts, multivariable analysis demonstrated that foot care was associated with lower odds of major amputation for both study (odds ratio [OR], 0.56; 95% confidence interval [CI], 0.48-0.66) and matched (OR, 0.61; 95% CI, 0.51-0.72) cohorts, and lower odds of hospitalizations for a foot infection in both study (OR, 0.91; 95% CI, 0.86-0.96) and matched (OR, 0.88, 95% CI, 0.82-0.94) cohorts. CONCLUSIONS: Among patients with a new DFU, those who received outpatient preulcerative foot care within 12 months of diagnosis had lower risks of major amputation and hospitalizations for foot infection.
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Amputação Cirúrgica , Pé Diabético , Humanos , Pé Diabético/terapia , Masculino , Feminino , Estudos Retrospectivos , Pessoa de Meia-Idade , Idoso , Amputação Cirúrgica/estatística & dados numéricos , Assistência Ambulatorial , Estimativa de Kaplan-Meier , Resultado do Tratamento , Hospitalização/estatística & dados numéricosRESUMO
INTRODUCTION: Social and behavioral determinants of health (SBDH) have been linked to diabetes risk, but their role in explaining variations in cardiometabolic risk across race/ethnicity in US adults is unclear. This study aimed to classify adults into distinct cardiometabolic risk subgroups using SBDH and clinically measured metabolic risk factors, while comparing their associations with undiagnosed diabetes and pre-diabetes by race/ethnicity. RESEARCH DESIGN AND METHODS: We analyzed data from 38,476 US adults without prior diabetes diagnosis from the National Health and Nutrition Examination Survey (NHANES) 1999-2018. The k-prototypes clustering algorithm was used to identify subgroups based on 16 SBDH and 13 metabolic risk factors. Each participant was classified as having no diabetes, pre-diabetes or undiagnosed diabetes using contemporaneous laboratory data. Logistic regression was used to assess associations between subgroups and diabetes status, focusing on differences by race/ethnicity. RESULTS: Three subgroups were identified: cluster 1, primarily middle-aged adults with high rates of smoking, alcohol use, short sleep duration, and low diet quality; cluster 2, mostly young non-white adults with low income, low health insurance coverage, and limited healthcare access; and cluster 3, mostly older males who were the least physically active, but with high insurance coverage and healthcare access. Compared with cluster 2, adjusted ORs (95% CI) for undiagnosed diabetes were 14.9 (10.9, 20.2) in cluster 3 and 3.7 (2.8, 4.8) in cluster 1. Clusters 1 and 3 (vs cluster 2) had high odds of pre-diabetes, with ORs of 1.8 (1.6, 1.9) and 2.1 (1.8, 2.4), respectively. Race/ethnicity was found to modify the relationship between identified subgroups and pre-diabetes risk. CONCLUSIONS: Self-reported SBDH combined with metabolic factors can be used to classify adults into subgroups with distinct cardiometabolic risk profiles. This approach may help identify individuals who would benefit from screening for diabetes and pre-diabetes and potentially suggest effective prevention strategies.
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Doenças Cardiovasculares , Estado Pré-Diabético , Masculino , Pessoa de Meia-Idade , Humanos , Adulto , Inquéritos Nutricionais , Fatores de Risco , Consumo de Bebidas Alcoólicas , Doenças Cardiovasculares/epidemiologia , Doenças Cardiovasculares/etiologiaRESUMO
Aim: To describe patients' reported employment challenges associated with diabetic foot ulcers (DFUs). Methods: Fifteen patients from under-resourced communities in Southern Arizona, with a history of DFUs and/or amputations, were recruited from a tertiary referral center from June 2020 to February 2021. Participants consented to an audio-recorded semi-structured phone interview. Interviews were transcribed and thematically analyzed using the Dedoose data analysis platform. Results: Participants shared a common theme around the cyclic challenges of DFU prevention/management and employment. Those employed in manual labor-intensive jobs or jobs requiring them to be on their feet for long durations of time believed working conditions contributed to the development of their DFUs. Patients reported work incapacity due to declines in mobility and the need to offload for DFU management. Many expressed frustration and emotional distress related to these challenges noting that DFUs resulted in lower remuneration as medical expenses increased. Consequently, loss of income and/or medical insurance often hindered participants' ability to manage DFUs and subsequent complications. Conclusion: These data illuminate the vicious cycle of DFU and employment challenges that must be addressed through patient-centered prevention strategies. Healthcare providers should consider a person's contextual factors such as employment type to tailor treatment approaches. Employers should establish inclusive policies that support patients with DFUs returning to work through flexible working hours and adapted work tasks as needed. Policymakers can also mitigate employment challenges by implementing social programs that provide resources for employees who are unable to return to work in their former capacity.
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Introduction: Postpartum Medicaid eligibility extensions may increase access to healthcare for low-income women. However, its implications for healthcare utilization are unknown. Methods: We analyzed the linked-infant birth certificate and claims data of women whose childbirths were paid for by Medicaid between 2016 and 2019 in Arizona, United States. We evaluated associations between postpartum care visits and Medicaid insurance type and assessed effect modification by the delivery route and type of residence. Results: Women with pregnancy-related Medicaid insurance were less likely to attend postpartum visits, with an adjusted odds ratio (aOR) of 0.70 and a 95% confidence interval (CI) of 0.66 to 0.74 than those with continuous Medicaid insurance. Younger age, rural residence [aOR 0.83, CI 0.78, 0.88], vaginal delivery route [aOR 0.11, CI 0.10, 0.12], and the absence of complications during/after childbirth [aOR 0.58, CI 0.49, 0.70] were associated with the absence of postpartum care visit. Low-income women who lost their pregnancy-related Medicaid coverage after 60 days in Arizona experienced lower rates of postpartum care utilization. Discussion: Interventions to improve postpartum utilization should be considered beyond extending postpartum Medicaid coverage for low-income women.
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Seguro , Medicaid , Estados Unidos , Lactente , Gravidez , Humanos , Feminino , Arizona , Cuidado Pós-Natal , Período Pós-PartoRESUMO
Background: We investigated the potential associations between race/ethnicity and adherence to prescribed glucose monitoring in a sample of Medicare beneficiaries with diabetes and how adherence to the method used impacted diabetes-related inpatient hospitalizations and associated costs among beneficiaries with intensive insulin-treated diabetes. Methods: This 12-month retrospective analysis utilized Centers for Medicare & Medicaid Services data to identify Medicare beneficiaries who used intensive insulin therapy from January through December 2018 and classified them into four groups: (1) persons using real-time continuous glucose monitoring (rtCGM), (2) persons using any method of blood glucose monitoring (BGM) who followed prescribed use patterns (adherent), (3) persons who were prescribed BGM but were nonadherent in its use, and (4) no record of any form of BGM. Analyses compared these groups and the role that comorbidities (Charlson Comorbidity Index [CCI]), and race/ethnicity played on group assignment, diabetes-related inpatient hospitalizations, and costs. Results: Among the 1,329,061 persons assessed, 38.14% had no record of glucose monitoring and 35.42% were BGM nonadherent. Similarly, among the 629,514 beneficiaries with a CCI risk score of ≥2, 466,646 (74.13%) were either nonadherent to BGM or had no monitoring record. The percentage of White (3.65%) rtCGM adherent beneficiaries was significantly larger than Black (1.58%) and Hispanic (1.28%) beneficiaries, both P < 0.0001. Hospitalizations and costs were higher for Black and Hispanic beneficiaries versus Whites within the risk score ≥ 2 group regardless of glucose monitoring method. Conclusions: Race is associated with increased hospitalizations and costs associated with diabetes care and absence of any form of BGM was associated with higher rates of comorbidities. Persons of color were less likely to use rtCGM despite Medicare coverage. New initiatives that promote diabetes self-management education and support services are needed to improve utilization of glucose monitoring within the Medicare diabetes population.