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BACKGROUND: Multimorbidity frequently co-occurs with behavioral health concerns and leads to increased healthcare costs and reduced quality and quantity of life. Unplanned readmissions are a primary driver of high healthcare costs. OBJECTIVE: We tested the effectiveness of a culturally appropriate care transitions program for Latino adults with multiple cardiometabolic conditions and behavioral health concerns in reducing hospital utilization and improving patient-reported outcomes. DESIGN: Randomized, controlled, single-blind parallel-groups. PARTICIPANTS: Hispanic/Latino adults (N=536; 75% of those screened and eligible; M=62.3 years (SD=13.9); 48% women; 73% born in Mexico) with multiple chronic cardiometabolic conditions and at least one behavioral health concern (e.g., depression symptoms, alcohol misuse) hospitalized at a hospital that serves a large, mostly Hispanic/Latino, low-income population. INTERVENTIONS: Usual care (UC) involved best-practice discharge processes (e.g., discharge instructions, assistance with appointments). Mi Puente ("My Bridge"; MP) was a culturally appropriate program of UC plus inpatient and telephone encounters with a behavioral health nurse and community mentor team who addressed participants' social, medical, and behavioral health needs. MAIN MEASURES: The primary outcome was 30- and 180-day readmissions (inpatient, emergency, and observation visits). Patient-reported outcomes (quality of life, patient activation) and healthcare use were also examined. KEY RESULTS: In intention-to-treat models, the MP group evidenced a higher rate of recurrent hospitalization (15.9%) versus UC (9.4%) (OR=1.91 (95% CI 1.09, 3.33)), and a greater number of recurrent hospitalizations (M=0.20 (SD=0.49) MP versus 0.12 (SD=0.45) UC; P=0.02) at 30 days. Similar trends were observed at 180 days. Both groups showed improved patient-reported outcomes, with no advantage in the Mi Puente group. Results were similar in per protocol analyses. CONCLUSIONS: In this at-risk population, the MP group experienced increased hospital utilization and did not demonstrate an advantage in improved patient-reported outcomes, relative to UC. Possible reasons for these unexpected findings are discussed. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT02723019. Registered on 30 March 2016.
Subject(s)
Cardiovascular Diseases , Culturally Competent Care , Hospital to Home Transition , Mental Disorders , Metabolic Diseases , Multimorbidity , Female , Humans , Male , Hispanic or Latino , Patient Transfer/methods , Quality of Life , Single-Blind Method , Middle Aged , Aged , Cardiometabolic Risk Factors , Patient Readmission , Needs Assessment , Ambulatory CareABSTRACT
IN BRIEF Diabetes continues to represent a substantial individual and societal burden for those affected by the disease and its complications in the United States, and especially for racial/ethnic minorities, the socioeconomically disadvantaged, and the underinsured. Although tools and strategies are now available to manage the condition and its associated comorbidities at the patient level, we continue to struggle to gain control of this health burden at the population health level. Most patients are not achieving desired clinical goals and thus continue to be exposed to preventable risks and complications. As the U.S. health system moves toward a more value-based system of reimbursement, there are opportunities to rethink our approaches to patient and population health management and to harness the available tools and technologies to better understand the disease burden, stratify our patient populations by risk, redirect finite resources to high-impact initiatives, and facilitate better diabetes care management for patients and providers alike.
ABSTRACT
IN BRIEF In the United States, Hispanics have a 66% greater risk of developing type 2 diabetes and, once diagnosed, exhibit worse outcomes than non-Hispanic whites. It is therefore imperative to ensure that interventions meet the specific needs of this at-risk group. This article provides a selective review of the evidence on innovative, real-world approaches (both live and technology-based) to improving behavioral, psychosocial, and clinical outcomes in underserved Hispanics with type 2 diabetes. Key aspects of successful live interventions have included multimodal delivery, greater dosage/attendance, and at least some in-person delivery; effective technology-based approaches involved frequent but intermittent communication, bi-directional messaging, tailored feedback, multimodal delivery, and some human interaction. Across modalities, cultural tailoring also improved outcomes. Additional research is needed to address methodological limitations of studies to date and pinpoint the most efficacious components and optimal duration of interventions. Future efforts should also attend to variability within the U.S. Hispanic population to ensure acceptability and sustainability of interventions in this diverse group.
ABSTRACT
Studies show that cardiovascular disease (CVD) risk factors are correlated with psychological distress, yet research examining these relationships among Hispanic/Latinos is lacking. The population-based Hispanic Community Health Study/Study of Latinos enrolled a cohort of Hispanic/Latino adults (N=16,415) 18-74years of age at the time of recruitment, from four US metropolitan areas, between March 2008 and June 2011. Psychological distress (i.e., 10-item Center for Epidemiological Studies Depression Scale, 10 item Spielberger Trait Anxiety Scale, and a combined depression/anxiety score), socio-demographics (i.e., age, education, income, insurance, sex, and Hispanic/Latino background), acculturation (i.e., country of birth and language preference), and traditional CVD risk factors (i.e., dyslipidemia, obesity, current cigarette smoking, diabetes, and hypertension) were assessed at baseline. Associations between CVD risk factors and psychological distress measures by sex were examined using multiple linear regression models, accounting for complex survey design and sampling weights and controlling for socio-demographic and acculturation covariates. In adjusted analyses, all three psychological distress measures were significantly related to smoking. For females, greater psychological distress was significantly related to obesity and current smoking. For males, diabetes and current smoking were associated with psychological distress. For males and females, dyslipidemia and hypertension were not associated with psychological distress after adjusting for other factors. Elevated depression and anxiety symptoms were associated with CVD risk factors for Hispanic/Latino men and women. However, these results were not consistent across Hispanic/Latino groups. As promoted by the integrative care model, psychosocial concerns should be considered in research on CVD risk and chronic disease prevention.
Subject(s)
Cardiovascular Diseases/epidemiology , Hispanic or Latino/statistics & numerical data , Smoking/psychology , Stress, Psychological/psychology , Acculturation , Adult , Aged , Anxiety , Cardiovascular Diseases/ethnology , Depression/psychology , Diabetes Mellitus , Female , Humans , Male , Middle Aged , Obesity , Prevalence , Prospective Studies , Risk Factors , Socioeconomic Factors , Surveys and Questionnaires , United States/epidemiologyABSTRACT
Social support is one potential source of health-related resiliency in Hispanics with diabetes. This study examined relationships of structural (i.e., social integration) and functional (i.e., perceived) social support with glycemic control (glycosylated hemoglobin; HbA1c) in the Hispanic Community Health Study/Study of Latinos Sociocultural Ancillary Study. This study included 766 men and women representing multiple Hispanic ethnic backgrounds, aged 18-74 years, with diagnosed diabetes who completed fasting blood draw, medication review, and measures of sociodemographic factors, medical history, structural support (Cohen Social Network Index), and functional support (Interpersonal Support Evaluation List-12). After adjusting for sociodemographic covariates and medication, a one standard deviation increase in functional support was related to an 0.18% higher HbA1c (p = 0.04). A similar trend was observed for structural support; however, this effect was non-significant in adjusted models. Greater functional support was associated with poorer glycemic control in Hispanics.
Subject(s)
Blood Glucose/metabolism , Diabetes Mellitus/blood , Hispanic or Latino , Social Support , Adolescent , Adult , Aged , Demography , Female , Glycated Hemoglobin/metabolism , Humans , Male , Middle Aged , Young AdultABSTRACT
Little research has examined associations of social support with diabetes (or other physical health outcomes) in Hispanics, who are at elevated risk. We examined associations between social support and diabetes prevalence in the Hispanic Community Health Study/Study of Latinos Sociocultural Ancillary Study. Participants were 5,181 adults, 18-74 years old, representing diverse Hispanic backgrounds, who underwent baseline exam with fasting blood draw, oral glucose tolerance test, medication review, sociodemographic assessment, and sociocultural exam with functional and structural social support measures. In adjusted analyses, one standard deviation higher structural and functional social support related to 16 and 15% lower odds, respectively, of having diabetes. Structural and functional support were related to both previously diagnosed diabetes (OR = .84 and .88, respectively) and newly recognized diabetes prevalence (OR = .84 and .83, respectively). Higher functional and structural social support are associated with lower diabetes prevalence in Hispanics/Latinos.
Subject(s)
Diabetes Mellitus/epidemiology , Hispanic or Latino/statistics & numerical data , Social Support , Adolescent , Adult , Aged , Female , Humans , Male , Middle Aged , Prevalence , United States/epidemiology , Young AdultABSTRACT
Allostatic load provides a useful framework for conceptualizing the multisystem physiological impact of sustained stress and its effects on health and well-being. Research across two decades shows that allostatic load indices predict health outcomes including all-cause mortality and vary with stress and related psychosocial constructs. The study by Slopen and colleagues in this issue provides an example both of the utility of the allostatic load framework and of limitations in related literature, such as inconsistencies in conceptualization and measurement across studies, and the frequent application of cross-sectional designs. The current article describes these limitations and provides suggestions for further research to enhance the value and utility of the allostatic load framework in biobehavioral medicine research.
Subject(s)
Chronic Disease/epidemiology , Residence Characteristics/statistics & numerical data , HumansABSTRACT
OBJECTIVE: The current study examined multiple stress indicators (chronic, perceived, traumatic) in relation to prevalent coronary heart disease, stroke, and major cardiovascular disease (CVD) risk factors (i.e., diabetes, dyslipidemia, hypertension, and current smoking) in the multisite Hispanic Community Health Study/Study of Latinos Sociocultural Ancillary Study (2010-2011). METHODS: Participants were 5313 men and women 18 to 74 years old, representing diverse Hispanic/Latino ethnic backgrounds, who underwent a comprehensive baseline clinical examination and sociocultural examination with measures of stress. RESULTS: Chronic stress burden was related to a higher prevalence of coronary heart disease after adjusting for sociodemographic, behavioral, and biological risk factors (odds ratio [OR; 95% confidence interval], 1.22 [1.10-1.36]) and related to stroke prevalence in the model adjusted for demographic and behavioral factors (OR [95% confidence interval], 1.26 [1.03-1.55]). Chronic stress was also related to a higher prevalence of diabetes (OR = 1.20 [1.11-1.31]) and hypertension (OR = 1.10 [1.02-1.19]) in individuals free from CVD (n = 4926). Perceived stress (OR = 1.03 [1.01-1.05]) and traumatic stress (OR = 1.15 [1.05-1.26]) were associated with a higher prevalence of smoking. Participants who reported a greater number of lifetime traumatic events also unexpectedly showed a lower prevalence of diabetes (OR = 0.89 [0.83-0.97]) and hypertension (OR = 0.88 [0.82-0.93]). Effects were largely consistent across age and sex groups. CONCLUSIONS: The study underscores the advantages of examining multiple indicators of stress in relation to health because the direction and consistency of associations may vary across distinct stress conceptualizations. In addition, the study suggests that chronic stress is related to higher CVD risk and prevalence in Hispanics/Latinos, the largest US ethnic minority group.
Subject(s)
Cardiovascular Diseases/ethnology , Life Change Events , Stress Disorders, Traumatic/ethnology , Stress, Psychological/ethnology , Adolescent , Adult , Aged , Cardiovascular Diseases/psychology , Comorbidity , Diabetes Mellitus/ethnology , Female , Health Status Indicators , Hispanic or Latino/ethnology , Humans , Hypertension/ethnology , Male , Middle Aged , Prevalence , Risk Factors , Smoking/ethnology , Stress Disorders, Traumatic/psychology , Stress, Psychological/psychology , Young AdultABSTRACT
INTRODUCTION: This study examined tobacco smoke pollution (also known as thirdhand smoke, THS) in hotels with and without complete smoking bans and investigated whether non-smoking guests staying overnight in these hotels were exposed to tobacco smoke pollutants. METHODS: A stratified random sample of hotels with (n=10) and without (n=30) complete smoking bans was examined. Surfaces and air were analysed for tobacco smoke pollutants (ie, nicotine and 3-ethynylpyridine, 3EP). Non-smoking confederates who stayed overnight in guestrooms provided urine and finger wipe samples to determine exposure to nicotine and the tobacco-specific carcinogen 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone as measured by their metabolites cotinine and 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanol (NNAL), respectively. FINDINGS: Compared with hotels with complete smoking bans, surface nicotine and air 3EP were elevated in non-smoking and smoking rooms of hotels that allowed smoking. Air nicotine levels in smoking rooms were significantly higher than those in non-smoking rooms of hotels with and without complete smoking bans. Hallway surfaces outside of smoking rooms also showed higher levels of nicotine than those outside of non-smoking rooms. Non-smoking confederates staying in hotels without complete smoking bans showed higher levels of finger nicotine and urine cotinine than those staying in hotels with complete smoking bans. Confederates showed significant elevations in urinary NNAL after staying in the 10 most polluted rooms. CONCLUSIONS: Partial smoking bans in hotels do not protect non-smoking guests from exposure to tobacco smoke and tobacco-specific carcinogens. Non-smokers are advised to stay in hotels with complete smoking bans. Existing policies exempting hotels from complete smoking bans are ineffective.
Subject(s)
Air/analysis , Carcinogens/analysis , Dust/analysis , Environmental Monitoring , Housing , Smoking , Tobacco Smoke Pollution/analysis , California , Commerce , Humans , Nicotine/analysis , Smoke-Free PolicyABSTRACT
OBJECTIVE: This cluster (clinic-level) randomized controlled trial (RCT) compared medical assistant (MA) health coaching (MAC) with usual care (UC) among at-risk adults with type 2 diabetes in two diverse real-world primary care environments: a federally qualified health center (FQHC; Neighborhood Healthcare) and a large nonprofit private insurance-based health system (Scripps Health). RESEARCH DESIGN AND METHODS: A total of 600 adults with type 2 diabetes who met one or more of the following criteria in the last 90 days were enrolled: HbA1c ≥8% and/or LDL cholesterol ≥100 mg/dL and/or systolic blood pressure (SBP) ≥140 mmHg. Participants at MAC clinics received in-person and telephone self-management support from a specially trained MA health coach for 12 months. Electronic medical records were used to examine clinical outcomes in the overall sample. Behavioral and psychosocial outcomes were evaluated in a subsample (n = 300). RESULTS: All clinical outcomes improved significantly over 1 year in the overall sample (P < 0.001). The reduction in HbA1c was significantly greater in the MAC versus UC group (unstandardized Binteraction = -0.06; P = 0.002). A significant time by group by site interaction also showed that MAC resulted in greater improvements in LDL cholesterol than UC at Neighborhood Healthcare relative to Scripps Health (Binteraction = -1.78 vs. 1.49; P < 0.05). No other statistically significant effects were observed. CONCLUSIONS: This was the first large-scale pragmatic RCT supporting the real-world effectiveness of MAC for type 2 diabetes in U.S. primary care settings. Findings suggest that this team-based approach may be particularly effective in improving diabetes outcomes in FQHC settings.
Subject(s)
Diabetes Mellitus, Type 2 , Mentoring , Primary Health Care , Humans , Diabetes Mellitus, Type 2/therapy , Male , Female , Middle Aged , Mentoring/methods , Aged , Adult , Glycated Hemoglobin/metabolism , Allied Health PersonnelABSTRACT
BACKGROUND: Hispanic individuals have higher type 2 diabetes (T2D) prevalence, poorer outcomes, and are disproportionately affected by COVID-19. Culturally-tailored, diabetes educational text messaging has previously improved HbA1c in this population. METHODS: During the pandemic, hospitalized Hispanic adults with T2D (N = 172) were randomized to receive Dulce Digital-COVID Aware ("DD-CA") texting platform upon discharge plus diabetes transition service (DTS) or DTS alone. DD-CA includes diabetes educational messaging with additional COVID-safe messaging (e.g., promoting masking; social distancing; vaccination). FINDINGS: Among adults with poorly-controlled diabetes (Mean HbA1c = 9.6 ± 2.2 %), DD-CA did not reduce 30- or 90-day readmissions compared to standard care (28 % vs 15 %, p = .06; 37 % vs 35 %, p = .9, respectively). However, the improvement in HbA1c was larger among those in the DD-CA compared to DTS at 3 months (n = 56; -2.69 % vs. -1.45 %, p = .0496) with reduced effect at 6 months (n = 64; -2.03 % vs -0.91 %, p = .07). Low follow-up completion rates and the addition of covariates (to control for baseline group differences that existed despite randomization) impacted statistical power. INTERPRETATION: During the pandemic, DD-CA offered an alternative digital approach to diabetes and COVID education and support for a high-risk Hispanic population and achieved trends toward improvement in glycemic control despite relatively low engagement and not reducing hospital readmissions.
Subject(s)
COVID-19 , Diabetes Mellitus, Type 2 , Text Messaging , Adult , Humans , COVID-19/epidemiology , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/therapy , Glycated Hemoglobin , Hispanic or Latino , Mexico/epidemiology , Patient Discharge , United StatesABSTRACT
INTRODUCTION: Secondhand smoke contains a mixture of pollutants that can persist in air, dust, and on surfaces for months or longer. This persistent residue is known as thirdhand smoke (THS). Here, we detail a simple method of wipe sampling for nicotine as a marker of accumulated THS on surfaces. METHODS: We analyzed findings from 5 real-world studies to investigate the performance of wipe sampling for nicotine on surfaces in homes, cars, and hotels in relation to smoking behavior and smoking restrictions. RESULTS: The intraclass correlation coefficient for side-by-side samples was 0.91 (95% CI: 0.87-0.94). Wipe sampling for nicotine reliably distinguished between private homes, private cars, rental cars, and hotels with and without smoking bans and was significantly positively correlated with other measures of tobacco smoke contamination such as air and dust nicotine. The sensitivity and specificity of possible threshold values (0.1, 1, and 10 µg/m(2)) were evaluated for distinguishing between nonsmoking and smoking environments. Sensitivity was highest at a threshold of 0.1 µg/m(2), with 74%-100% of smoker environments showing nicotine levels above threshold. Specificity was highest at a threshold of 10 µg/m(2), with 81%-100% of nonsmoker environments showing nicotine levels below threshold. The optimal threshold will depend on the desired balance of sensitivity and specificity and on the types of smoking and nonsmoking environments. CONCLUSIONS: Surface wipe sampling for nicotine is a reliable, valid, and relatively simple collection method to quantify THS contamination on surfaces across a wide range of field settings and to distinguish between nonsmoking and smoking environments.
Subject(s)
Environmental Monitoring/methods , Nicotine/analysis , Tobacco Smoke Pollution/analysis , Automobiles , Humans , SmokingABSTRACT
INTRODUCTION: Some car rental companies in California and other states in the USA have established non-smoking policies for their vehicles. This study examined the effectiveness of these policies in maintaining smoke-free rental cars. METHODS: A stratified random sample of 250 cars (non-smoker, smoker and unknown designation) was examined in San Diego County, California, USA. Dust, surfaces and the air of each vehicle cabin were sampled and analysed for residual tobacco smoke pollutants (also known as thirdhand smoke (THS)), and each car was inspected for visual and olfactory signs of tobacco use. Customer service representatives were informally interviewed about smoking policies. FINDINGS: A majority of putative non-smoker cars had nicotine in dust, on surfaces, in air and other signs of tobacco use. Independent of a car's smoking status, older and higher mileage cars had higher levels of THS pollution in dust and on surfaces (p<0.05), indicating that pollutants accumulated over time. Compared with smoker cars, non-smoker cars had lower levels of nicotine on surfaces (p<0.01) and in dust (p<0.05) and lower levels of nicotine (p<0.05) and 3-ethynylpyridine (p<0.05) in the air. Non-smoking signage in cars was associated with lower levels of THS pollutants in dust and air (p<0.05). CONCLUSIONS: Existing policies and practices were successful in lowering THS pollution levels in non-smoker cars compared with smoker cars. However, policies failed in providing smoke-free rental cars; THS levels were not as low as those found in private cars of non-smokers with in-car smoking bans. Major obstacles include inconsistent communication with customers and the lack of routine monitoring and enforcement strategies. Strengthening policies and their implementation would allow car rental companies to reduce costs, better serve their customers and make a constructive contribution to tobacco control efforts.
Subject(s)
Automobiles/standards , Smoke-Free Policy , Smoking Prevention , Tobacco Smoke Pollution/prevention & control , Air Pollutants/analysis , Automobiles/statistics & numerical data , California , Commerce/standards , Communication , Dust/analysis , Health Promotion/methods , Humans , Nicotine/analysis , Tobacco Smoke Pollution/analysisABSTRACT
Stress is a hypothesized pathway in socioeconomic status (SES)-physical health associations, but the available empirical data are inconsistent. In part, this may reflect discrepancies in the approach to measuring stress across studies, and differences in the nature of SES-stress associations across demographic groups. We examined associations of SES (education, income) with general and domain-specific chronic stressors, stressful life events, perceived stress, and stressful daily experiences in 318 Mexican-American women (40-65 years old). Women with higher SES reported lower perceived stress and fewer low-control experiences in everyday life (ps < .05), but greater chronic stress (education only, p < .05). Domain-specific analyses showed negative associations of income with chronic housing and financial stress (ps < .05), but positive associations of SES with chronic work and caregiving stress (all ps < .05 except for income and caregiving stress, p < .10). Sensitivity analyses showed that most SES-stress associations were consistent across acculturation levels. Future research should adopt a multi-dimensional assessment approach to better understand links among SES, stress, and physical health, and should consider the sociodemographic context in conceptualizing the role of stress in SES-related health inequalities.
Subject(s)
Mexican Americans/ethnology , Social Class , Stress, Psychological/ethnology , Acculturation , Adult , Aged , Chronic Disease/economics , Female , Humans , Life Change Events , Mexican Americans/psychology , Middle Aged , Monitoring, Ambulatory/economics , Monitoring, Ambulatory/instrumentation , Monitoring, Ambulatory/methods , Stress, Psychological/economics , Stress, Psychological/psychologyABSTRACT
Background: The majority of individuals referred to diabetes self-management education and support (DSMES) programs do not access this resource. Of those who do, attrition is high, with anecdotal reports pointing to the didactic and impersonal nature of these programs contributing to low utilization and completion rates. In an effort to develop a more engaging form of DSMES for adults with type 2 diabetes (T2D), we constructed a nondidactic "discovery learning"-based DSMES program centered on real-time flash glucose monitoring (FGM). Methods: In this single-arm pilot study, 35 adults with T2D duration 1-5 years, ages 21-75 years, not using insulin and HbA1c ≥8.0% were introduced to FGM and participated in five weekly group sessions. DSMES content was personalized, emerging from the concerns and questions arising from participants' FGM discoveries. The primary outcome was glycemic change as assessed by blinded FGM at baseline and month 3. Secondary outcomes included psychosocial and behavioral measures. Results: There was a significant gain in percentage time in range (% TIR) 70-180 mg/dL from baseline (55%) to month 3 (74%), and a parallel drop-in percentage time above range (TAR) >180 mg/dL from 44% to 25% (Ps = 0.01). Overall well-being rose significantly (P = 0.04), whereas diabetes distress showed a nonsignificant drop. Participants reported improvements in healthy eating (P < 0.001) and physical activity, although the latter did not reach statistical significance. Conclusions: These findings support a new approach to DSMES, a method that integrates FGM with a highly interactive and engaging patient-driven "discovery learning" approach to education.
Subject(s)
Diabetes Mellitus, Type 1 , Diabetes Mellitus, Type 2 , Self-Management , Adult , Humans , Young Adult , Middle Aged , Aged , Diabetes Mellitus, Type 1/psychology , Blood Glucose , Blood Glucose Self-Monitoring/methods , Pilot ProjectsABSTRACT
OBJECTIVE: The objective of the study is to identify predictors of utilization of a type 2 diabetes (T2D) management App over time for insulin users (IUs) and noninsulin users (NIUs). RESEARCH DESIGN AND METHODS: We followed over 16 weeks a national sample of unselected T2D adults who independently elected to download and pair a CONTOUR DIABETES App with their CONTOUR NEXT ONE glucose meter. App use and frequency of glucose testing were recorded. Baseline surveys recorded participant demographic, disease status, distress, medication taking, and views of technology to predict utilization. RESULTS: Mean age was 51.6 years (108 IUs; 353 NIUs), 48% were female, time with diabetes was 6.9 years, and self-reported HbA1c was 8.1% (36.3 mmol/mol). Mean duration of App use was 85.4 days and 40% stopped using the App before 16 weeks. Continuous users were older and reported higher distress, better medication taking, and more positive attitudes toward technology (all P < .01). IUs tested more frequently than NIUs, but frequency and intensity of testing decreased markedly for both groups over time. More predictors of App use frequency and testing occurred for NIUs than IUs: older age, higher HbA1c, lower distress, more medication taking (all P < .05). CONCLUSIONS: App use and testing decreased markedly over time. Variations in the predictors of frequency of App use suggest that the utilization of mobile technologies requires a tailored approach that addresses the specific needs of individual users, compared with adopting a one-size-fits-all strategy, and that IUs and NIUs may require very different strategies of customization.
Subject(s)
Diabetes Mellitus, Type 2 , Mobile Applications , Humans , Adult , Female , Middle Aged , Male , Diabetes Mellitus, Type 2/drug therapy , Glycated Hemoglobin , Insulin , GlucoseABSTRACT
BACKGROUND: Glycemic control in the hospital setting is imperative for improving outcomes among patients with diabetes. Bedside point-of-care (POC) glucose monitoring has remained the gold standard for decades, while only providing momentary glimpses into a patient's glycemic control. Continuous glucose monitoring (CGM) has been shown to improve glycemic control in the ambulatory setting. However, a paucity of inpatient experience and data remains a barrier to US Food and Drug Administration (FDA) approval and expanded/non-research use in the hospital setting. METHOD: Amid the COVID-19 pandemic, the FDA exercised its enforcement discretion to not object to the use of CGM systems for the treatment of patients in hospital settings to support COVID-19 health care-related efforts to reduce viral exposure of health care workers. Following this announcement, Scripps Health, a large not-for-profit health care system in San Diego, California, implemented CGM as the new "standard of care" (CGM as SOC) for glucose monitoring and management in the hospital. RESULTS: The present report serves to (1) detail the implementation procedures for employing this new SOC; (2) describe the patients receiving CGM as SOC, their glycemic control, and hospital outcomes; and (3) share lessons learned over two years and nearly 900 hospital encounters involving CGM. CONCLUSIONS: Here, we conclude that CGM is feasible in the hospital setting by using a dedicated diabetes care team and the CGM technology with remote monitoring.
Subject(s)
COVID-19 , Diabetes Mellitus, Type 1 , Diabetes Mellitus , Humans , Blood Glucose , Blood Glucose Self-Monitoring/methods , Pandemics , Diabetes Mellitus/therapy , Hospitals , Diabetes Mellitus, Type 1/drug therapyABSTRACT
Type 2 diabetes disproportionately impacts ethnic minorities and individuals from low socioeconomic status. Diabetes self-management education and support has been shown to improve clinical outcomes in these populations, and mobile health (mHealth) interventions can reduce barriers to access. Dulce Digital-Me (DD-Me) was developed to integrate adaptive mHealth technologies to enhance self-management and reduce disparities in the high-risk, underserved Hispanic population. The objective of the present study was to evaluate reach, adoption, and implementation of an mHealth diabetes self-management education and support intervention in this underrepresented population. The present analysis is a multimethod process evaluation using the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework. The study was effective in reaching a sample that was representative of the intended population; only modest but significant differences were observed in sex and age. The DD-Me health coach (HC) cited several important facilitators of intervention adoption, including outreach frequency and personalization, and the automated HC report. Implementation fidelity was high, with participants receiving >90% of intended interventions. Participants who received DD-Me with support from a HC were most engaged, suggesting utility and acceptability of integrating HCs with mHealth interventions. Perceptions of implementation among study participants were positive and consistent across study arms. This evaluation revealed the target population was successfully reached and engaged in the digital health interventions, which was implemented with high fidelity. Further studies should evaluate the efficacy and maintenance of the study following the RE-AIM model to determine whether this intervention warrants expansion to additional settings and populations.
Type 2 diabetes disproportionately impacts ethnic minorities, including Hispanic individuals; however, these populations are often underrepresented in clinical research, especially in studies using digital technologies. The Dulce Digital-Me study was developed to provide diabetes self-management education and support using mobile health technologies with the goal of improving clinical outcomes by reducing barriers to accessing support. This analysis revealed that the Dulce Digital-Me study was successful at reaching the target population and engaging them with the intervention, while also delivering the study intervention with high fidelity. This process evaluation provides critical context for understanding the study's clinical outcomes and the potential for further dissemination.
Subject(s)
Diabetes Mellitus, Type 2 , Telemedicine , Humans , Diabetes Mellitus, Type 2/therapy , Health Personnel , Telemedicine/methods , Hispanic or Latino , Health EducationABSTRACT
OBJECTIVE: Inflammation may represent a biological mechanism underlying associations of socioeconomic status (SES) with cardiovascular disease. We examined relationships of individual and neighborhood SES with inflammatory markers in Mexican American women and evaluated contributions of obesity and related heath behaviors to these associations. METHODS: Two hundred eighty-four Mexican American women (mean age = 49.74 years) were recruited from socioeconomically diverse South San Diego communities. Women completed measures of sociodemographic characteristics and health behaviors, and underwent a physical examination with fasting blood draw for assay of plasma C-reactive protein (CRP), interleukin 6 (IL-6), and soluble intercellular adhesion molecule 1 (sICAM-1). Neighborhood SES was extracted from the US Census Bureau 2000 database. RESULTS: In multilevel models, a 1-standard deviation higher individual or neighborhood SES related to a 27.35% and 23.56% lower CRP level (p values < .01), a 7.04% and 5.32% lower sICAM-1 level (p values < .05), and a 10.46% (p < .05) and 2.40% lower IL-6 level (not significant), respectively. Controlling for individual SES, a 1-standard deviation higher neighborhood SES related to a 18.05% lower CRP level (p = .07). Differences in body mass index, waist circumference, and dietary fat consumption contributed significantly to SES-inflammation associations. CONCLUSIONS: The findings support a link between SES and inflammatory markers in Mexican American women and implicate obesity and dietary fat in these associations. Additional effects of neighborhood SES were not statistically significant; however, these findings should be viewed tentatively due to the small sample size to evaluate contextual effects. Trial Registration ClinicalTrials.gov identifier: NCT00387166.
Subject(s)
Inflammation/ethnology , Mexican Americans/statistics & numerical data , Obesity/ethnology , Residence Characteristics/statistics & numerical data , Social Class , Body Mass Index , C-Reactive Protein/metabolism , California/epidemiology , Cardiovascular Diseases/epidemiology , Dietary Fats , Female , Health Behavior/ethnology , Humans , Inflammation/blood , Intercellular Adhesion Molecule-1/blood , Interleukin-6/blood , Linear Models , Middle Aged , Multilevel Analysis , Risk Factors , Socioeconomic Factors , Waist CircumferenceABSTRACT
BACKGROUND: Despite established links between reduced nocturnal blood pressure (BP) dipping and cardiovascular disease, BP dipping research in Hispanics is limited. PURPOSE: This study investigated socioeconomic status (SES) as a predictor of BP dipping and the contributions of psychosocial factors to this relationship. Analyses were conducted for the overall sample and separately for higher and lower acculturated women. METHODS: Mexican-American women (N = 291; 40-65 years) reported demographics and completed psychosocial assessments and 36-h ambulatory BP monitoring. RESULTS: Lower SES related to reduced BP dipping in the overall sample and in more US-acculturated women (r's = .17-.30, p's < .05), but not in less-acculturated women (r's = .07, p's > .10). An indirect effect model from SES to BP dipping via psychosocial resources/risk fits well across samples. CONCLUSIONS: In Mexican-American women, the nature of SES gradients in BP dipping and the roles of psychosocial resources/risk differ by acculturation level.