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1.
Diabetes Care ; 2024 May 16.
Article in English | MEDLINE | ID: mdl-38752923

ABSTRACT

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 (statistical significance [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.

2.
Diabetes Res Clin Pract ; 210: 111614, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38484985

ABSTRACT

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 , Diabetes Mellitus, Type 2/epidemiology , Diabetes Mellitus, Type 2/therapy , Glycated Hemoglobin , Mexico/epidemiology , Patient Discharge , COVID-19/epidemiology , Hispanic or Latino
3.
Transl Behav Med ; 13(9): 635-644, 2023 09 12.
Article in English | MEDLINE | ID: mdl-37011033

ABSTRACT

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 Education
4.
J Diabetes Sci Technol ; 17(3): 656-666, 2023 05.
Article in English | MEDLINE | ID: mdl-37056168

ABSTRACT

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 therapy
5.
J Gen Intern Med ; 38(9): 2098-2106, 2023 07.
Article in English | MEDLINE | ID: mdl-36697929

ABSTRACT

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 Care
6.
Diabetes Technol Ther ; 25(3): 194-200, 2023 03.
Article in English | MEDLINE | ID: mdl-36409486

ABSTRACT

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 Projects
7.
J Diabetes Sci Technol ; 17(2): 345-352, 2023 03.
Article in English | MEDLINE | ID: mdl-34802281

ABSTRACT

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 , Glucose
8.
Diabetes Technol Ther ; 24(7): 492-501, 2022 07.
Article in English | MEDLINE | ID: mdl-35255224

ABSTRACT

Background: To explore whether regularly reviewing one's own retrospective continuous glucose monitoring (CGM) data might be linked with perceived quality of life (QoL) and glycemic benefits. Methods: Adults with type 1 diabetes (N = 300) or insulin-using type 2 diabetes (N = 198) using the Dexcom G5 Mobile or G6 Real-Time CGM (RT-CGM) system and receiving the weekly CLARITY summary report of their glucose data completed a survey exploring their use of the report and its perceived value and impact on QoL and glycemic outcomes. Regression analyses examined whether personal use of the report was associated with QoL, perceived glycemic outcomes, and RT-CGM metrics. Results: The majority reported that receiving and viewing the report contributed to improved hypoglycemic confidence (75.9%) and overall well-being (50.0%), reduced diabetes distress (59.3%-74.1%), and helped to improve A1C (73.1%) and reduce problems with hypoglycemia (61.8%) and chronic hyperglycemia (73.1%). Regularly reviewing the report with family or friends (positive predictor) and doing nothing with the report's information (negative predictor) were independently associated with QoL and perceived glycemic outcomes. Surprisingly, both predictors were also associated with poorer glycemic control (e.g., greater % time above range >180). Conclusions: These findings suggest that receiving a weekly RT-CGM summary report may contribute to QoL and health benefits, especially if the individual chooses to actively review and make use of the report's findings and openly reviews the findings with family or friends. Prospective studies are needed to more precisely determine how retrospective RT-CGM data summaries can best be presented and utilized effectively by adults with diabetes to enhance health outcomes.


Subject(s)
Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 1 , Diabetes Mellitus, Type 2 , Adult , Blood Glucose , Diabetes Mellitus, Type 1/diagnosis , Diabetes Mellitus, Type 1/drug therapy , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/drug therapy , Glycated Hemoglobin/analysis , Humans , Outcome Assessment, Health Care , Quality of Life , Retrospective Studies
9.
Trials ; 23(1): 80, 2022 Jan 28.
Article in English | MEDLINE | ID: mdl-35090520

ABSTRACT

BACKGROUND: By 2034, the number of US individuals with diabetes is predicted to increase from 23.7 to 44.1 million, and annual diabetes-related spending is expected to grow from $113 to $336 billion. Up to 55% of US Hispanics born in the year 2000 are expected to develop diabetes during their lifetime. Poor healthcare access and cultural barriers prevent optimal care, adherence, and clinical benefit, placing Hispanics at disproportionate risk for costly diabetes complications. Mobile technology is increasingly prevalent in all populations and can circumvent such barriers. Our group developed Dulce Digital, an educational text messaging program that improved glycemic control relative to usual care. Dulce Digital-Me (DD-Me) has been tailored to a participant's individual needs with a greater focus on health behavior change. METHODS: This is a three-arm, parallel group, randomized trial with equal allocation ratio enrolling Hispanic adults with low income and poorly managed type 2 diabetes (N = 414) from a San Diego County Federally Qualified Health Center. Participants are randomized to receive Dulce Digital, Dulce Digital-Me-Automated, or Dulce Digital-Me-Telephonic. The DD-Me groups include Dulce Digital components plus personalized goal-setting and feedback delivered via algorithm-driven automated text messaging (DD-Me-Automated) or by the care team health coach (DD-Me-Telephonic) over a 12-month follow-up period. The study will examine the comparative effectiveness of the three groups in improving diabetes clinical control [HbA1c, primary outcome; low-density lipoprotein cholesterol (LDL-C), and systolic blood pressure (SBP)] and patient-provider communication and patient adherence (i.e., medication, self-management tasks) over 12 months and will examine cost-effectiveness of the three interventions. DISCUSSION: Our comparative evaluation of three mHealth approaches will elucidate how technology can be integrated most effectively and efficiently within primary care-based chronic care model approaches to reduce diabetes disparities in Hispanics and will assess two modes of personalized messaging delivery (i.e., automated messaging vs. telephonic by health coach) to inform cost and acceptability. TRIAL REGISTRATION: NCT03130699-All items from the WHO Trial Registration data set are available in https://clinicaltrials.gov/ct2/show/study/NCT03130699 .


Subject(s)
Diabetes Mellitus, Type 2 , Telemedicine , Text Messaging , Adult , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/therapy , Glycated Hemoglobin/analysis , Hispanic or Latino , Humans , Randomized Controlled Trials as Topic
10.
J Diabetes Sci Technol ; 16(1): 97-105, 2022 Jan.
Article in English | MEDLINE | ID: mdl-33322931

ABSTRACT

BACKGROUND: To examine caregivers' experiences with real-time continuous glucose monitoring (RT-CGM) data sharing and its impact on quality of life (QoL) and health outcomes. METHODS: Parents of children with type 1 diabetes (T1D) (N = 303) and spouses/partners of T1D adults (N = 212) using the Dexcom G5 Mobile or G6 RT-CGM system and who were actively following their T1Ds' RT-CGM data completed a survey examining their perceived value of data sharing, the impact of sharing on their own QoL and their child/partner's health, and how they used RT-CGM data to support their T1Ds' diabetes management. Regression analyses examined whether their actions were linked to reported changes in QoL and health outcomes. RESULTS: Respondents were predominantly non-Hispanic White (91.1% parents; 88.7% partners), female (78.2% parents; 54.7% partners), and college-educated (65.3% parents; 61.8% partners). The majority reported that data sharing had enhanced hypoglycemic confidence (97.7% parents; 98.1% partners), overall well-being (60.4% parents; 63.2% partners), and sleep quality (78.0% parents; 61.3% partners). Of note, three positive caregiver actions were broadly consistent and significant predictors of QoL and health benefits for both parents and partners: celebrating success related to glycemic control, providing encouragement when glycemic control is challenging, and teamwork discussions about how the caregiver should respond to out-of-range values. CONCLUSIONS: RT-CGM data sharing was associated with a range of QoL and health benefits for caregivers. Degree of benefits was influenced by the collaborative actions taken by caregivers to support their child's or partner's diabetes management. To determine the most effective strategies for collaborative data sharing, longitudinal trials are needed.


Subject(s)
Diabetes Mellitus, Type 1 , Quality of Life , Adult , Blood Glucose , Blood Glucose Self-Monitoring , Caregivers , Child , Diabetes Mellitus, Type 1/complications , Female , Humans , Information Dissemination
11.
Transl Behav Med ; 12(2): 350-361, 2022 02 16.
Article in English | MEDLINE | ID: mdl-34791499

ABSTRACT

Team-based models that use medical assistants (MAs) to provide self-management support for adults with type 2 diabetes (T2D) have not been pragmatically tested in diverse samples. This cluster-randomized controlled trial compares MA health coaching with usual care in adults with T2D and poor clinical control ("MAC Trial"). The purpose was to conduct a multi-method process evaluation of the MAC Trial using the Reach, Effectiveness, Adoption, Implementation, and Maintenance framework. Reach was assessed by calculating the proportion of enrolled participants out of the eligible pool and examining representativeness of those enrolled. Key informant interviews documented adoption by MA Health Coaches. We examined implementation from the research and patient perspectives by evaluating protocol adherence and the Patient Perceptions of Chronic Illness Care (PACIC-SF) measure, respectively. Findings indicate that the MAC Trial was efficient and effective in reaching patients who were representative of the target population. The acceptance rate among those approached for health coaching was high (87%). Both MA Health Coaches reported high satisfaction with the program and high levels of confidence in their role. The intervention was well-implemented, as evidenced by the protocol adherence rate of 79%; however, statistically significant changes in PACIC-SF scores were not observed. Overall, if found to be effective in improving clinical and patient-reported outcomes, the MAC model holds potential for wider-scale implementation given its successful adoption and implementation and demonstrated ability to reach patients with poorly controlled T2D who are at-risk for diabetes complications in diverse primary care settings.


Subject(s)
Diabetes Mellitus, Type 2 , Mentoring , Self-Management , Adult , Diabetes Mellitus, Type 2/therapy , Humans , Primary Health Care/methods
12.
Contemp Clin Trials ; 100: 106164, 2021 01.
Article in English | MEDLINE | ID: mdl-33053431

ABSTRACT

In the US, nearly 11% of adults were living with diagnosed diabetes in 2017, and significant type 2 diabetes (T2D) disparities are experienced by socioeconomically disadvantaged, racial/ethnic minority populations, including Hispanics. The standard 15-min primary care visit does not allow for the ongoing self-management support that is needed to meet the complex needs of individuals with diabetes. "Team-based" chronic care delivery is an alternative approach that supplements physician care with contact from allied health personnel in the primary care setting (e.g., medical assistants; MAs) who are specially trained to provide ongoing self-management support or "health coaching." While rigorous trials have shown MA health coaching to improve diabetes outcomes, less is known about if and how such a model can be integrated within real world, primary care clinic workflows. Medical Assistant Health Coaching for Type 2 Diabetes in Diverse Primary Care Settings - A Pragmatic, Cluster-Randomized Controlled Trial will address this gap. Specifically, this study compares MA health coaching versus usual care in improving diabetes clinical control among N = 600 at-risk adults with T2D, and is being conducted at four primary care clinics that are part of two health systems that serve large, ethnically/racially, and socioeconomically diverse populations in Southern California. Electronic medical records are used to identify eligible patients at both health systems, and to examine change in clinical control over one year in the overall sample. Changes in behavioral and psychosocial outcomes are being evaluated by telephone assessment in a subset (n = 300) of participants, and rigorous process and cost evaluations will assess potential for sustainability and scalability.


Subject(s)
Diabetes Mellitus, Type 2 , Mentoring , Adult , Allied Health Personnel , Diabetes Mellitus, Type 2/therapy , Ethnicity , Humans , Minority Groups , Primary Health Care , Randomized Controlled Trials as Topic , Self Care
13.
Diabetes Technol Ther ; 23(3): 195-202, 2021 03.
Article in English | MEDLINE | ID: mdl-32991199

ABSTRACT

Background: To examine experiences with real-time continuous glucose monitoring (RT-CGM) data sharing and its impact on health-related outcomes. Methods: Adults with type 1 diabetes (T1D) (N = 302) using the Dexcom G5 Mobile or G6 RT-CGM system and sharing data with ≥1 family/friend follower completed a survey exploring their perceived value of data sharing, the impact of sharing on health and quality of life (QoL) outcomes, and how their chief follower (CF) used shared data to support their diabetes management. Regression analyses examined whether CF actions were linked to reported changes in health and QoL outcomes for the T1D adult. Results: The majority had lived with T1D >10 years, (76.5%), used RT-CGM >1 year (58.0%), and identified their spouse/partner as CF (51.9%). Data sharing reportedly contributed to improved hypoglycemic confidence (for 89.4% of respondents), improved overall well-being (54.3%), and reduced diabetes distress (36.1%). Benefits related to data sharing included fewer episodes of severe hypoglycemia (62.2%), better sleep (52.4%), and A1C improvement (47.3%). In particular, three positive CF actions were independent predictors of health and QoL benefits: celebrating success related to glycemic control, providing encouragement when glycemic control is challenging, and teamwork discussions about how CF should respond to out-of-range values. Conclusions: RT-CGM data sharing was associated with a range of health and QoL-related benefits. The occurrence of benefits was influenced by the collaborative management approaches taken by RT-CGM users and their data-sharing followers. Longitudinal trials are needed to determine the most effective patterns of collaborative data sharing, leading to their implementation into routine diabetes management.


Subject(s)
Diabetes Mellitus, Type 1 , Quality of Life , Adult , Blood Glucose , Blood Glucose Self-Monitoring , Diabetes Mellitus, Type 1/drug therapy , Humans , Hypoglycemic Agents , Information Dissemination , Outcome Assessment, Health Care
14.
Diabetes Care ; 43(11): 2873-2877, 2020 11.
Article in English | MEDLINE | ID: mdl-32855160

ABSTRACT

OBJECTIVE: The current standard for hospital glucose management is point-of-care (POC) testing. We conducted a randomized controlled trial of real-time continuous glucose monitoring (RT-CGM) compared with POC in a non-intensive care unit (ICU) hospital setting. RESEARCH DESIGN AND METHODS: A total of 110 adults with type 2 diabetes on a non-ICU floor received RT-CGM with Dexcom G6 versus usual care (UC). RT-CGM data were wirelessly transmitted from the bedside. Hospital telemetry monitored RT-CGM data and notified bedside nursing of glucose alerts and trends. Standardized protocols were used for interventions. RESULTS: The RT-CGM group demonstrated significantly lower mean glucose (M∆ = -18.5 mg/dL) and percentage of time in hyperglycemia >250 mg/dL (-11.41%) and higher time in range 70-250 mg/dL (+11.26%) compared with UC (P values <0.05). Percentage of time in hypoglycemia was very low. CONCLUSIONS: RT-CGM can be used successfully in community-based hospital non-ICU settings to improve glucose management. Continuously streaming glucose readings may truly be the fifth vital sign.

15.
Trials ; 21(1): 174, 2020 Feb 12.
Article in English | MEDLINE | ID: mdl-32051005

ABSTRACT

BACKGROUND: Multimorbidity affects four of ten US adults and eight of ten adults ages 65 years and older, and frequently includes both cardiometabolic conditions and behavioral health concerns. Hispanics/Latinos (hereafter, Latinos) and other ethnic minorities are more vulnerable to these conditions, and face structural, social, and cultural barriers to obtaining quality physical and behavioral healthcare. We report the protocol for a randomized controlled trial that will compare Mi Puente (My Bridge), a cost-efficient care transitions intervention conducted by a specially trained Behavioral Health Nurse and Volunteer Community Mentor team, to usual care or best-practice discharge approaches, in reducing hospital utilization and improving patient reported outcomes in Latino adults with multiple cardiometabolic conditions and behavioral health concerns. The study will examine the degree to which Mi Puente produces superior reductions in hospital utilization at 30 and 180 days (primary aim) and better patient-reported outcomes (quality of life/physical health; barriers to healthcare; engagement with outpatient care; patient activation; resources for chronic disease management), and will examine the cost effectiveness of the Mi Puente intervention relative to usual care. METHODS: Participants are enrolled as inpatients at a South San Diego safety net hospital, using information from electronic medical records and in-person screenings. After providing written informed consent and completing self-report assessments, participants randomized to usual care receive best-practice discharge processes, which include educational materials, assistance with outpatient appointments, referrals to community-based providers, and other assistance (e.g., with billing, insurance) as required. Those randomized to Mi Puente receive usual-care materials and processes, along with inpatient visits and up to 4 weeks of follow-up phone calls from the intervention team to address their integrated physical-behavioral health needs and support the transition to outpatient care. DISCUSSION: The Mi Puente Behavioral Health Nurse and Volunteer Community Mentor team intervention is proposed as a cost-effective and culturally appropriate care transitions intervention for Latinos with multimorbidity and behavioral health concerns. If shown to be effective, close linkages with outpatient healthcare and community organizations will help maximize uptake, dissemination, and scaling of the Mi Puente intervention. TRIAL REGISTRATION: ClinicalTrials.gov: NCT02723019. Registered on 30 March 2016.


Subject(s)
Anxiety Disorders/therapy , Culturally Competent Care/methods , Hispanic or Latino , Mood Disorders/therapy , Multimorbidity , Patient Transfer/methods , Adolescent , Adult , Aged , Aged, 80 and over , Ambulatory Care , Cost-Benefit Analysis , Female , Follow-Up Studies , Health Behavior/ethnology , Humans , Male , Middle Aged , Patient Discharge , Patient Reported Outcome Measures , Patient Transfer/economics , Quality of Life , Randomized Controlled Trials as Topic , Referral and Consultation , Safety-net Providers , Telephone , United States , Young Adult
16.
Popul Health Manag ; 23(6): 467-475, 2020 12.
Article in English | MEDLINE | ID: mdl-31944895

ABSTRACT

Despite significant treatment advances, diabetes outcomes remain suboptimal and health care costs continue to rise. There are limited data on the feasibility and financial implications of integrating a diabetes-specific care team in the primary care setting (ie, where the majority of diabetes is treated). This pragmatic quality improvement project investigated whether a cardiometabolic care team intervention (CMC-TI) could achieve greater improvements in clinical, behavioral, and cost outcomes compared to usual diabetes care in a large primary care group in Southern California. Over 12 months, n = 236 CMC-TI and n = 239 usual care patients with type 1 or 2 diabetes were identified using the electronic medical record. In the CMC-TI group, a registered nurse (RN)/certified diabetes educator care manager, medical assistant health coach, and RN depression care manager utilized electronic medical record-based risk stratification reports, standardized decision-support tools, live and remote tailored treatments, and coaching to manage care. Results indicated that the CMC-TI group achieved greater improvements in glycemic and lipid control, diabetes self-management behaviors, and emotional distress over 1 year compared with the usual care group (all P < .05). The CMC-TI group also had a significant 12.6% reduction in total health care costs compared to a 51.7% increase in the usual care group during the same period and inclusive of CMC-TI program costs. Patients and providers reported high satisfaction with CMC-TI. These findings highlight that team-based care management interventions that utilize nurses, medical assistant health coaches, and behavioral specialists to support diabetes patients can help primary care practices achieve value-based targets of improved health, cost, and patient experience.


Subject(s)
Diabetes Mellitus, Type 2 , Blood Glucose , Health Behavior , Humans , Male , Patient Care Team , Primary Health Care
17.
Diabetes Technol Ther ; 22(4): 249-255, 2020 04.
Article in English | MEDLINE | ID: mdl-31638424

ABSTRACT

Background: Hypoglycemic confidence (HC) represents the degree to which an individual feels secure regarding his or her ability to stay safe from hypoglycemia-related problems. Self-report scales assessing HC in adults with type 1 diabetes (T1D) have found that greater HC is associated with better glycemic control and that HC rises significantly after real-time continuous glucose monitoring is introduced. To determine whether HC might be similarly meaningful in the partners of T1D adults, we developed the Hypoglycemic Confidence Scale for Partners (Partner-HCS). This article describes the construction and validation of the Partner-HCS and examines how HC in T1D partners is related to hypoglycemia-related experience and key psychosocial constructs. Methods: Items were developed from interviews with seven T1D partners, resulting in 12 self-report items. Exploratory factor analysis (EFA) was then conducted on data collected from T1D partners (n = 218). Variables to establish construct validity for the Partner-HCS included partner-reported diabetes distress, hypoglycemic fear, generalized anxiety, and confidence regarding glucagon use, as well as frequency of recent severe hypoglycemia in the T1D adult. Hierarchical regression analyses examined the unique contribution of Partner-HCS scores, independent of hypoglycemic fear, to key psychosocial constructs and hypoglycemia-related factors. Results: EFA of the 12 items yielded a single-factor solution, accounting for 51.2% of the variance. Construct validity was demonstrated by significant univariate associations with key psychosocial constructs. Importantly, Partner-HCS total score was, independent of hypoglycemic fear, significantly associated with diabetes distress (P < 0.05), overall relationship satisfaction (P = 0.004), number of severe hypoglycemic episodes in the last 6 months (P < 0.05), and confidence using glucagon (P = 0.007). In total, 38.5% of T1D partners indicated relatively low HC. Conclusions: HC is an important facet of the experiences of T1D partners. It is related to, yet distinct from, hypoglycemic fear. The Partner-HCS is a reliable, valid method for assessing HC in partners of T1D adults.


Subject(s)
Anxiety/psychology , Blood Glucose Self-Monitoring/psychology , Diabetes Mellitus, Type 1/psychology , Hypoglycemia/prevention & control , Spouses/psychology , Stress, Psychological/psychology , Adult , Anxiety/diagnosis , Diabetes Mellitus, Type 1/complications , Factor Analysis, Statistical , Fear , Female , Glucagon/therapeutic use , Humans , Hypoglycemia/psychology , Hypoglycemic Agents/therapeutic use , Male , Middle Aged , Patient Satisfaction , Psychiatric Status Rating Scales , Qualitative Research , Regression Analysis , Reproducibility of Results , Self Report , Stress, Psychological/diagnosis
18.
Diabetes Spectr ; 32(4): 295-301, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31798285

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.

19.
Diabetes Spectr ; 32(4): 303-311, 2019 Nov.
Article in English | MEDLINE | ID: mdl-31798287

ABSTRACT

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.

20.
Diabetes Educ ; 45(1): 13-33, 2019 02.
Article in English | MEDLINE | ID: mdl-30569831

ABSTRACT

PURPOSE: This systematic review examined whether diabetes self-management education (DSME) interventions for US Latino adults improve general emotional distress (eg, depression symptoms) and/or health-specific emotional distress (eg, diabetes distress). The topic is important given the high prevalence of type 2 diabetes (T2DM), concomitant distress, and worse health outcomes among Latinos and considering the barriers that distress poses for effective diabetes self-management. METHODS: Following PRISMA guidelines, a search of the online databases PsycINFO, CINAHL, PubMed, and CENTRAL was conducted from database inception through April 2018. A comprehensive search strategy identified trials testing DSME interventions for US Latinos with T2DM that reported on changes in general or health-specific emotional distress. Risk of bias was assessed using the EPHPP Quality Assessment Tool. Raw mean differences ( D) and effect sizes ( d) were computed where possible. RESULTS: Fifteen studies were included in the review. Six of 8 studies that examined depression symptoms reported significant symptom reduction. Of 10 studies that examined health-specific emotional distress, 6 reported significant symptom reduction. Effect sizes ranged from -0.20 to -3.85. Null findings were more readily found among studies with very small sample sizes (n < 30) and studies testing interventions without specific psychosocial content, with little cultural tailoring, with less frequent intervention sessions, and with support sessions lacking concurrent diabetes education. Most studies (11) received a weak rating of evidence quality. CONCLUSIONS: There is an absence of strong evidence to support that DSME programs tailored for Latino adults with T2DM are beneficial for improving emotional distress. Methodologically robust studies are needed.


Subject(s)
Diabetes Mellitus, Type 2/psychology , Hispanic or Latino/psychology , Patient Education as Topic/methods , Self-Management/psychology , Stress, Psychological/psychology , Adult , Female , Humans , Male , Middle Aged , Program Evaluation , Self-Management/methods , Stress, Psychological/etiology , United States
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