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1.
J Pediatr Psychol ; 49(5): 356-364, 2024 May 16.
Article in English | MEDLINE | ID: mdl-38647266

ABSTRACT

OBJECTIVE: The purpose of this study is to examine diabetes distress as a potential mediator of the relationship between depression symptoms and diabetes outcomes, including hemoglobin A1c (hemoglobin A1c [HbA1c]) and diabetes management behaviors in a clinical sample of adolescents and young adults. METHODS: In a pediatric diabetes clinic, 716 youth (ages 12-21 years) completed measures of diabetes distress (Problem Areas in Diabetes-Teen [PAID-T]), a single-item of diabetes distress, and depression (Patient Health Questionnaire [PHQ-9]) as part of standard care. Electronic health records were extracted for the "Six Habits" and glycemic management (HbA1c). RESULTS: Overall, 3.6% (n = 26) of adolescents had clinically elevated diabetes distress and depression symptoms, 5.0% had diabetes distress alone, 8.7% had depression symptoms alone, and 82.7% had neither clinical elevation of diabetes distress nor depression symptoms. Results of mediation analysis demonstrated diabetes distress (both full and single-item measures) fully mediated the relationship between depression symptoms and HbA1c (p < .001). Also, mediation analysis results showcase incomplete mediation of the effect of the Six Habits score on HbA1c appears by PAID-T Diabetes Distress. CONCLUSIONS: In a clinical sample of youth with type 1 diabetes, both depressive symptoms and diabetes distress are associated with HbA1c. Furthermore, diabetes distress fully mediates the relationship between depressive symptoms and HbA1c. As part of standard clinical care, the single-item screener for diabetes distress captured similar results as the full-scaled PAID-T. With limited clinical resources, providers may consider focusing assessment and interventions on the psychological factor of diabetes distress within the diabetes clinic to maximize the impact on glycemic control and consider the use of single-item screening to identify distress.


Subject(s)
Depression , Diabetes Mellitus, Type 1 , Glycated Hemoglobin , Humans , Diabetes Mellitus, Type 1/psychology , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/complications , Adolescent , Male , Female , Child , Young Adult , Depression/psychology , Depression/diagnosis , Glycated Hemoglobin/analysis , Psychological Distress , Mass Screening , Stress, Psychological/psychology , Adult
2.
Sci Diabetes Self Manag Care ; 50(2): 116-129, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38456252

ABSTRACT

PURPOSE: The purpose of this study was to describe the frequency of psychosocial risk and its associations with glycemic levels in youth with type 1 diabetes (T1D) seen by social work staff during regular clinical care. METHODS: A retrospective longitudinal analysis of observational clinical data was conducted. Individuals (1-26 years) with known T1D who were seen at a pediatric diabetes clinic in a US academic medical center between 2014 and 2021 were included. Variables included psychosocial acuity, A1C, and demographic characteristics. Chi-square tests, Wilcoxon rank sum tests, and mixed linear regressions were used to examine associations between demographic variables, psychosocial acuity, and A1C. RESULTS: Of 966 patients, 513 (53.1%) were male, 76 (7.9%) were non-Hispanic Black, and 804 (83.2%) were non-Hispanic White. There was a mean of 6.9 annual social work encounters per patient, with 3 psychosocial domains measured at each visit. Results showed that as psychosocial acuity level increased, glycemic control decreased. There were significant differences in A1C according to race/ethnicity, insurance, age, and psychosocial acuity. CONCLUSIONS: In a real-world clinical population, psychosocial acuity was associated with glycemic control. Presenting for psychosocial issues in their diabetes clinic was associated with reduced glycemic control among youth with T1D. There is an opportunity to connect pediatric patients with appropriate mental health services and psychosocial supports.


Subject(s)
Diabetes Mellitus, Type 1 , Adolescent , Humans , Male , Child , Female , Diabetes Mellitus, Type 1/epidemiology , Glycated Hemoglobin , Retrospective Studies , Glycemic Control , Ethnicity
3.
HERD ; 16(3): 182-194, 2023 07.
Article in English | MEDLINE | ID: mdl-36946329

ABSTRACT

OBJECTIVES: This study aims to utilize the point of decision design framework to understand how, where, and why adolescents and families make decisions about diet and physical activity and to explore how modifications to the environment can help to promote healthier choices and reduce obesity. BACKGROUND: Child and adolescent obesity is a critical public health problem. As environmental factors are a primary contributor, understanding the role of design in our surrounding environment highlights an important area of interdisciplinary study. Design strategies have been used successfully to increase stair use and reduce sedentary behavior and can be used to further promote healthier diet and activity choices among adolescents and families. METHODS: We leveraged the human-centered design-thinking process through (1) qualitative interviews and survey instruments, (2) persona and prompt development, and (3) a design workshop with multidisciplinary stakeholders. RESULTS: Five personas were developed from the qualitative data and used in a design-thinking workshop. During the workshop, participants generated 12 influential factors and nine points of decision which were used to generate 33 solutions spanning the design continuum (from information and policy design to the design of urban, architectural, and interior environments) aimed at improving nutrition and physical activity among adolescents. Additionally, a tool kit was prototyped, which includes interview guides, a persona framework, and a workshop facilitation guide. CONCLUSIONS: Our novel process led to the generation of design solutions that can be implemented to expand and improve upon existing interventions for childhood obesity and create environments that encourage positive health outcomes.


Subject(s)
Pediatric Obesity , Humans , Adolescent , Child , Pediatric Obesity/prevention & control , Diet
4.
J Clin Endocrinol Metab ; 107(7): 1948-1955, 2022 06 16.
Article in English | MEDLINE | ID: mdl-35380700

ABSTRACT

CONTEXT: The impact of the COVID-19 pandemic on individuals with type 1 diabetes remains poorly defined. OBJECTIVE: We examined United States trends in diabetic ketoacidosis (DKA) among individuals with type 1 diabetes (T1D) during the COVID-19 pandemic at 7 large US medical centers and factors associated with these trends. METHODS: We compared DKA events among children and adults with T1D during COVID-19 surge 1 (March-May 2020) and COVID-19 surge 2 (August-October 2020) to the same periods in 2019. Analysis was performed using descriptive statistics and chi-square tests. RESULTS: We found no difference in the absolute number of T1D patients experiencing DKA in 2019 vs 2020. However, a higher proportion of non-Hispanic Black (NHB) individuals experienced DKA in 2019 than non-Hispanic White (NHW) individuals (44.6% vs 16.0%; P < .001), and this disparity persisted during the COVID-19 pandemic (48.6% vs 18.6%; P < .001). DKA was less common among patients on continuous glucose monitor (CGM) or insulin pump in 2020 compared to 2019 (CGM: 13.2% vs 15.0%, P < .001; insulin pump: 8.0% vs 10.6%, P < .001). In contrast to annual DKA totals, a higher proportion of patients had DKA during COVID-19 surges 1 and 2 compared to the same months in 2019 (surge 1: 7.1% vs 5.4%, P < .001; surge 2: 6.6% vs 5.7%, P = .001). CONCLUSION: DKA frequency increased among T1D patients during COVID-19 surges with highest frequency among NHB patients. DKA was less common among patients using CGM or insulin pumps. These findings highlight the urgent need for improved strategies to prevent DKA among patients with T1D-not only under pandemic conditions, but under all conditions-especially among populations most affected by health inequities.


Subject(s)
COVID-19 , Diabetes Mellitus, Type 1 , Diabetic Ketoacidosis , Insulins , Adult , Blood Glucose , COVID-19/complications , COVID-19/epidemiology , Child , Diabetes Mellitus, Type 1/complications , Diabetes Mellitus, Type 1/epidemiology , Diabetic Ketoacidosis/epidemiology , Diabetic Ketoacidosis/etiology , Humans , Pandemics
5.
JAMA Netw Open ; 4(10): e2131278, 2021 10 01.
Article in English | MEDLINE | ID: mdl-34709387

ABSTRACT

Importance: A low-burden electronic health record (EHR) workflow has been devised to systematize the collection and validation of 6 key diabetes self-management habits: (1) checks glucose at least 4 times/day or uses continuous glucose monitor (CGM); (2) gives at least 3 rapid-acting insulin boluses per day; (3) uses insulin pump; (4) delivers boluses before meals; (5) reviewed glucose data since last clinic visit, and (6) has changed insulin doses since the last clinic visit. Objective: To describe the performance of these habits and examine their association with hemoglobin A1c (HbA1c) levels and time in range (TIR). Design, Setting, and Participants: This cross-sectional study included individuals with known type 1 diabetes who were seen in a US pediatric diabetes clinic in 2019. Main Outcomes and Measures: Habit performance, total habit score (sum of 6 habits per person), HbA1c levels, and TIR. Results: Of 1344 patients, 1212 (609 [50.2%] males; 66 [5.4%] non-Hispanic Black; 1030 [85.0%] non-Hispanic White; mean [SD] age, 15.5 [4.5] years) were included, of whom 654 (54.0%) were using CGM and had a TIR. Only 105 patients (8.7%) performed all 6 habits. Habit performance was lower among older vs younger patients (age ≥18 years vs ≤12 years: 17 of 411 [4.1%] vs 57 of 330 [17.3%]; P < .001), Black vs White patients (3 [4.5%] vs 95 [9.2%]; P < .001), those with public vs private insurance (14 of 271 [5.2%] vs 91 of 941 [9.7%]; P < .001), and those with lower vs higher parental education levels (

Subject(s)
Diabetes Mellitus, Type 1/drug therapy , Electronic Health Records , Glycemic Control , Self-Management , Adolescent , Child , Cross-Sectional Studies , Feasibility Studies , Female , Humans , Hypoglycemia , Male , Young Adult
6.
Clin Diabetes ; 39(3): 272-277, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34421202

ABSTRACT

Insulin pump therapy in pediatric type 1 diabetes has been associated with better glycemic control than multiple daily injections. However, insulin pump use remains limited. This article describes an initiative from the T1D Exchange Quality Improvement Collaborative aimed at increasing insulin pump use in patients aged 12-26 years with type 1 diabetes from a baseline of 45% in May 2018 to >50% by February 2020. Interventions developed by participating centers included increasing in-person and telehealth education about insulin pump technology, creating and distributing tools to assist in informed decision-making, facilitating insulin pump insurance approval and onboarding processes, and improving clinic staff knowledge about insulin pumps. These efforts yielded a 13% improvement in pump use among the five participating centers, from 45 to 58% over 22 months.

7.
J Diabetes Sci Technol ; 14(5): 854-859, 2020 09.
Article in English | MEDLINE | ID: mdl-31893941

ABSTRACT

BACKGROUND: The Nightscout Project is a leading example of patient-designed, do-it-yourself (DIY), open-source technology innovations to support type 1 diabetes management. We are unaware of studies that have described the evolution of patient-driven innovations from the Nightscout Project to date. METHODS: We identified patient-driven, DIY innovations from posts and comments in the "CGM in the Cloud" private Facebook group as well as data from Twitter, GitHub, and the Nightscout website. For each innovation, we described its intent or its unaddressed need as well as the associated features and improvements. We conducted a thematic analysis to identify overarching patterns among the innovations, features, and improvements, and compared the timeline of innovations in the DIY space with the timing of similar innovations in the commercial space. RESULTS: We identified and categorized innovations in Nightscout with the most commonly appearing themes of: visualization improvements, equipment improvements, and user experience improvements. Other emerging themes included: Care Portal support, safety, remote monitoring, decision support, international support, artificial pancreas, pushover notifications, and open-source collaboration. CONCLUSIONS: This rapid development of patient-designed DIY innovations driven by unmet needs in the type 1 diabetes community reflects a revolutionary, bottom-up approach to medical innovation. Nightscout users accessed features earlier than if they had waited for commercial products, and they also personalized their tools and devices, empowering them to become the experts of their own care.


Subject(s)
Blood Glucose Self-Monitoring , Blood Glucose/metabolism , Diabetes Mellitus, Type 1/diagnosis , Monitoring, Ambulatory , Patient Participation , Remote Sensing Technology , Biomarkers/blood , Blood Glucose/drug effects , Blood Glucose Self-Monitoring/instrumentation , Diabetes Mellitus, Type 1/blood , Diabetes Mellitus, Type 1/drug therapy , Diffusion of Innovation , Glycemic Control , Humans , Hypoglycemic Agents/therapeutic use , Mobile Applications , Monitoring, Ambulatory/instrumentation , Predictive Value of Tests , Remote Sensing Technology/instrumentation , Reproducibility of Results , Smartphone , Social Media
8.
J Diabetes Sci Technol ; 13(3): 493-497, 2019 05.
Article in English | MEDLINE | ID: mdl-30600704

ABSTRACT

BACKGROUND: Caregivers and individuals living with type 1 diabetes (T1D) who are members of CGM in the Cloud, a Facebook group associated with the Nightscout Project, were interviewed to assess how the online community impacted peer support. METHODS: Semistructured qualitative interviews were conducted with caregivers and patients who are part of CGM in the Cloud Facebook group. Interview transcripts were analyzed to identify various themes related to peer support in the online group. RESULTS: Members of the CGM in the Cloud Facebook group identified peer support through giving and receiving technical, emotional, and medical support, as well as giving back to the larger community by paying it forward. Peer support also extended beyond the online forum, connecting people in person, whether they were local or across the country. CONCLUSIONS: An online community can provide many avenues for peer support through emotional and technical support, as well as serve as a tool of empowerment. The community as a whole also had a spirit of altruism that bolstered confidence in others as well as those who paid it forward.


Subject(s)
Community Networks , Diabetes Mellitus, Type 1 , Online Social Networking , Peer Group , Social Support , Caregivers/psychology , Caregivers/statistics & numerical data , Community Networks/standards , Counseling , Diabetes Mellitus, Type 1/epidemiology , Female , Humans , Interviews as Topic , Male , Mobile Applications/statistics & numerical data , Parents/psychology , Social Media/statistics & numerical data , Surveys and Questionnaires
9.
J Diabetes Sci Technol ; 12(3): 712-718, 2018 05.
Article in English | MEDLINE | ID: mdl-29310448

ABSTRACT

BACKGROUND: Our objectives were to describe individuals' motivations for participation in an online social media community and to assess their level of trust in medical information provided by medical professionals and community members. METHODS: A purposive survey was delivered to participants recruited through posts on the CGM in the Cloud group, Twitter, and blogs. Individuals were asked a series of demographic and social media use questions. RESULTS: A total of 1268 members of the CGM in the Cloud community responded to the survey. The majority were non-Hispanic White (92.1%) and caregivers of an individual with diabetes (80.9%). Mean age was 41 years old, and 74.8% were female. Primary goals of the Facebook group were to learn more about Nightscout technology and to receive technological assistance. Individuals provided assistance to the community through spreading awareness, technical assistance, support, and donation. Respondents put a high level of trust in their peers versus health professionals in many health situations with nearly 40% of individuals reported to be helped by following advice found in the Facebook group, and 99% reported no harm. CONCLUSIONS: Our findings suggest that patients with diabetes and their caregivers use social media for many health-related purposes including medical recommendations and technical support for medical devices and systems as well as emotional support.


Subject(s)
Diabetes Mellitus , Internet , Motivation , Psychosocial Support Systems , Social Media , Adult , Aged , Blood Glucose/analysis , Blood Glucose Self-Monitoring/methods , Diabetes Mellitus/psychology , Female , Humans , Male , Middle Aged , Surveys and Questionnaires
10.
Diabetes Technol Ther ; 19(4): 209-219, 2017 04.
Article in English | MEDLINE | ID: mdl-28245152

ABSTRACT

BACKGROUND: The aim of this study is to compare demographic/disease characteristics of users versus nonusers of a do-it-yourself (DIY) mobile technology system for diabetes (Nightscout), to describe its uses and personalization, and to evaluate associated changes in health behaviors and outcomes. METHODS: A cross-sectional, household-level online survey was used. Of 1268 household respondents who were members of the CGM in the Cloud Facebook group, there were 1157 individuals with diabetes who provided information about Nightscout use. RESULTS: The majority of individuals with diabetes in the household sample were 6-12 years old (followed by 18 years and above, and 13-17 years), non-Hispanic whites (90.2%), with type 1 diabetes (99.4%). The majority used an insulin pump (85.6%) and CGM (97.0%) and had private health insurance (83.8%). Nightscout use was more prevalent among children compared with adolescents and adults. Children used Nightscout for nighttime, school, sporting events, and travel; adults used it for nighttime, work, travel, and sporting events. Whereas the majority of adults viewed their own data without assistance from others, among pediatric users, a median of three individuals (range: 0-8) viewed Nightscout, with a median of three devices per viewer (range: 0-7). Individuals reported that after Nightscout adoption, they checked blood glucose values with a meter less often; bolused more frequently; gave more boluses without checking first with a blood glucose meter; and experienced significant improvements in HbA1c and quality of life. CONCLUSIONS: The Nightscout Project is a patient-driven mobile technology for health and may have beneficial effects on glycemic control and quality of life.


Subject(s)
Blood Glucose Self-Monitoring/instrumentation , Diabetes Mellitus, Type 1/blood , Insulin Infusion Systems , Quality of Life , Telemedicine , Adolescent , Adult , Blood Glucose , Child , Cross-Sectional Studies , Female , Health Behavior , Humans , Hypoglycemic Agents/administration & dosage , Hypoglycemic Agents/therapeutic use , Insulin/administration & dosage , Insulin/therapeutic use , Male , Middle Aged , Self Report , Social Media , Young Adult
11.
J Asthma ; 54(5): 514-519, 2017 Jun.
Article in English | MEDLINE | ID: mdl-27901627

ABSTRACT

OBJECTIVE: Disparities by race and socioeconomic status persist in pediatric asthma morbidity, mortality, and treatment. Improving parent/provider communication and parents' asthma-management confidence may result in better asthma control in vulnerable populations. The Merck Childhood Asthma Network, Inc. funded an initiative to implement medical-social care coordination to improve asthma outcomes at sites in four low-income, urban communities (Los Angeles, CA; Philadelphia, PA; Chicago, IL; and San Juan, PR.) As part of a cross-site evaluation of this effort, pre- post-program changes in parents' reports of asthma care and management were assessed. METHODS: Across sites, 805 parents or other caregivers responded to a baseline survey that was repeated one year later following their child's participation in care coordination. Parents' asthma-management confidence, as well as their perceptions of provider access, trust, and communication, were measured with Likert scales. Linear mixed models were used to assess improvement in these variables, across and within sites, adjusting for sociodemographics. RESULTS: Pooled across sites, the adjusted mean estimate for all outcomes showed a significant improvement (p <.05) from baseline to follow-up. Knowledge and Between-Provider Communication improved significantly (p <.05) within all four sites; Access improved significantly in Chicago, Philadelphia, and Puerto Rico; Trust improved significantly in Chicago, Los Angeles, and Philadelphia; and Patient-Provider Communication improved significantly in Philadelphia only. CONCLUSION: Pediatric asthma care coordination, as implemented variously in diverse settings, was associated with improvement in parents' perceptions of asthma care and self-reported asthma-management knowledge and confidence. This positive impact on parents may help sustain care coordination's impact on children.


Subject(s)
Asthma/therapy , Continuity of Patient Care/organization & administration , Parents/psychology , Poverty , Urban Population , Adolescent , Child , Child, Preschool , Communication , Continuity of Patient Care/standards , Female , Health Knowledge, Attitudes, Practice , Health Services Accessibility , Health Status Disparities , Healthcare Disparities , Humans , Interprofessional Relations , Male , Patient Satisfaction , Perception , Professional-Family Relations , Self Efficacy , Trust , United States
12.
Am J Prev Med ; 51(6): 1072-1078, 2016 12.
Article in English | MEDLINE | ID: mdl-27866596

ABSTRACT

INTRODUCTION: There is growing recognition of the important role that social and environmental conditions play in health, and of the interaction needed between clinical providers and the broader community in which patients live, work, play, and manage their health. Through the Safety Net Enhancement Initiative, the Kresge Foundation funded demonstration projects in eight vulnerable communities to address health inequities and increase integration between clinical and community systems. METHODS: In 2014, integration efforts in 2011-2013 were qualitatively analyzed within and between sites to identify common features. The series of steps taken by sites during the 3-year implementation period that were necessary to move toward integration were then analyzed. RESULTS: Safety Net Enhancement Initiative sites increased capacities within clinics, including policy and practice changes that expanded the way "health" is defined by clinical providers and the implementation of onsite programs/services. Several sites changed clinic policies to support referral to community programs with partner organizations. Several sites also successfully changed local community policies and practices. Moving toward integration, mechanisms were created to link newly developed or identified community resources to the clinical system. CONCLUSIONS: As an established system organized around disease treatment, not prevention, certain changes need to be made within the clinical system to prepare for integration. These changes require shifting perspectives, changing behaviors, and developing novel administrative models. Similarly, integration requires changes within and among community systems, including organizations, services, and residents. Ultimately, there is the need to find ways for these two very different environments to interact and coordinate.


Subject(s)
Community Health Centers , Delivery of Health Care, Integrated , Vulnerable Populations
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