Publications from the LRCC Lab
2023
Journal Articles
Pham, L. T., Hernandez, R., Spruijt-Metz, D., Gonzalez, J. S., & Pyatak, E. A. (2023). Movement matters: Short-term impacts of physical activity on mood and well-being. Journal of Behavioral Medicine, 46, 781–790. https://doi.org/10.1007/s10865-023-00407-9 Show abstract
Few studies have investigated the short-term, momentary relationships between physical activity (PA) and well-being. This study focuses on investigating the dynamic relationships between PA and affective well-being among adults with type 1 diabetes. Participants (n = 122) wore an accelerometer and completed daily EMA surveys of current activities and affective states (e.g., happy, stressed, excited, anxious) via smartphone over 14 days. Within-person, increased sedentary time was associated with less positive affect (r = − 0.11, p < 0.001), while more PA of any intensity was associated with greater positive affect and reduced fatigue, three hours later. Between-person, increased light PA was associated with increased stress (r = 0.21, p = 0.02) and diabetes distress (r = 0.30, p = 0.001). This study provides evidence that positive affect and fatigue are predicted by previous activity regardless of the different activities that people engaged in. Positive affect increased after engaging in PA. However, participants with higher amounts of light PA reported higher stress ratings.
Keywords. Ecological momentary assessments; Accelerometry; Physical activity; Mood; Type 1 diabetes
Pyatak, E. A., Spruijt-Metz, D., Schneider, S., Hernandez, R., Pham, L. T., Hoogendoorn, C. J., Peters, A. L., Crandall, J., Jin, H., Lee, P.-J., & Gonzalez, J. S. (2023). Impact of overnight glucose on next-day functioning in adults with type 1 diabetes: An exploratory intensive longitudinal study. Diabetes Care, 46(7), 1345–1353. https://doi.org/10.2337/dc22-2008 Show abstract
Objective. While there is evidence that functioning, or ability to perform daily life activities, can be adversely influenced by type 1 diabetes, the impact of acute fluctuations in glucose levels on functioning is poorly understood.
Research design and methods. Using dynamic structural equation modeling, we examined whether overnight glucose (coefficient of variation[CV], percent time <70 mg/dL, percent time >250 mg/dL) predicted seven next-day functioning outcomes (mobile cognitive tasks, accelerometry-derived physical activity, self-reported activity participation) in adults with type 1 diabetes. We examined mediation, moderation, and whether short-term relationships were predictive of global patient-reported outcomes.
Results. Overall next-day functioning was significantly predicted from overnight CV (P = 0.017) and percent time >250 mg/dL (P = 0.037). Pairwise tests indicate that higher CV is associated with poorer sustained attention (P = 0.028) and lower engagement in demanding activities (P = 0.028), time <70 mg/dL is associated with poorer sustained attention (P = 0.007), and time >250 mg/dL is associated with more sedentary time (P = 0.024). The impact of CV on sustained attention is partially mediated by sleep fragmentation. Individual differences in the effect of overnight time <70 mg/dL on sustained attention predict global illness intrusiveness (P = 0.016) and diabetes-related quality of life (P = 0.036).
Conclusions. Overnight glucose predicts problems with objective and self-reported next-day functioning and can adversely impact global patient-reported outcomes. These findings across diverse outcomes highlight the wide-ranging effects of glucose fluctuations on functioning in adults with type 1 diabetes.
Mitchell, S., Sideris, J., Blanchard, J., Granados, G., Díaz, J., & Pyatak, E. (2023). Telehealth Lifestyle Redesign occupational therapy for diabetes: Preliminary effectiveness, satisfaction, and engagement. OTJR: Occupational Therapy Journal of Research, 43(3), 426-434. https://doi.org/10.1177/15394492231172933 Show abstract
Telehealth delivery of Lifestyle Redesign®, an occupational therapy intervention framework addressing health and quality of life among people with chronic conditions, is understudied. The objective of this study was to evaluate the effectiveness, satisfaction, and engagement of telehealth Lifestyle Redesign for young adults with diabetes. Using process data from two randomized controlled trials, we compared in-person and telehealth intervention effects. Among telehealth clients, effectiveness was assessed using pre-post changes in occupational performance, occupational satisfaction, and health management; a survey captured telehealth satisfaction. Attendance and engagement in in-person versus telehealth therapy were compared. Preliminary results indicate telehealth clients had significant increases in occupational performance, occupational satisfaction, and health management (all p < .02), and high levels of telehealth satisfaction. Intervention engagement (p = .59) and attendance (p = .42) were similar across treatment modalities. Telehealth delivery of Lifestyle Redesign occupational therapy is feasible and potentially efficacious, and continued advocacy is needed to ensure access to occupational therapy through telehealth.
Flores Garcia, J., Faye, E., Reid, M. W., Pyatak, E. A., Fox, D. S., Bisno, D. I., Salcedo-Rodriguez, E., Torres Sanchez, A., Hiyari, S., Fogel, J. L., & Raymond, J. K. (2023). Greater telehealth use results in increased visit frequency and lower physician related-distress in adolescents and young adults with Type 1 diabetes. Journal of Diabetes Science and Technology, 17(4), 878-886. https://doi.org/10.1177/19322968221146806 Show abstract
Background. Type one diabetes (T1D) management is challenging for adolescents and young adults (AYAs) due to physiological changes, psychosocial challenges, and increasing independence, resulting in increased diabetes distress and hemoglobin A1c (HbA1c). Alternative care models that engage AYAs and improve diabetes-related health outcomes are needed.
Methods. A 15-month study evaluated an adaptation of the Colorado Young Adults with T1D (CoYoT1) Care model. CoYoT1 Care includes person-centered care, virtual peer groups, and physician training delivered via telehealth. AYAs (aged 16-25 years) were partially randomized to CoYoT1 or standard care, delivered via telehealth or in-person. As the study was ending, the COVID-19 pandemic forced all AYAs to transition to primarily telehealth appointments. This secondary analysis compares changes in clinic attendance, T1D-related distress, HbA1c, and device use between those who attended more than 50% of diabetes clinic visits via telehealth and those who attended more sessions in-person throughout the course of the study.
Results. Out of 68 AYA participants, individuals (n = 39, 57%) who attended most (>50%) study visits by telehealth completed more diabetes care visits (3.3 visits) than those (n = 29, 43%) who primarily attended visits in-person (2.5 visits; P = .007). AYAs who primarily attended visits via telehealth maintained stable physician-related distress, while those who attended more in-person visits reported increases in physician-related distress (P = .04).
Conclusions. Greater usage of telehealth improved AYA engagement with their care, resulting in increased clinic attendance and reduced physician-related diabetes distress. A person-centered care model delivered via telehealth effectively meets the needs of AYAs with T1D.
Hoogendoorn, C. J., Hernandez, R., Schneider, S., Harmel, M., Pham, L. T., Crespo-Ramos, G., Agarwal, S., Crandall, J., Peters, A. L., Spruijt-Metz, D., Gonzalez, J. S., & Pyatak, E. A. (2023). Glycemic Risk Index profiles and predictors among diverse adults with type 1 diabetes. Journal of Diabetes Science and Technology, 18(5), 1070–1078. https://doi.org/10.1177/19322968231164151 Show abstract
Background. The Glycemia Risk Index (GRI) was introduced as a single value derived from the ambulatory glucose profile that identifies patients who need attention. This study describes participants in each of the five GRI zones and examines the percentage of variation in GRI scores that is explained by sociodemographic and clinical variables among diverse adults with type 1 diabetes.
Methods. A total of 159 participants provided blinded continuous glucose monitoring (CGM) data over 14 days (mean age [SD] = 41.4 [14.5] years; female = 54.1%, Hispanic = 41.5%). Glycemia Risk Index zones were compared on CGM, sociodemographic, and clinical variables. Shapley value analysis examined the percentage of variation in GRI scores explained by different variables. Receiver operating characteristic curves examined GRI cutoffs for those more likely to have experienced ketoacidosis or severe hypoglycemia.
Results. Mean glucose and variability, time in range, and percentage of time in high, and very high, glucose ranges differed across the five GRI zones (P values < .001). Multiple sociodemographic indices also differed across zones, including education level, race/ethnicity, age, and insurance status. Sociodemographic and clinical variables collectively explained 62.2% of variance in GRI scores. A GRI score ≥84.5 reflected greater likelihood of ketoacidosis (area under the curve [AUC] = 0.848), and scores ≥58.2 reflected greater likelihood of severe hypoglycemia (AUC = 0.729) over the previous six months.
Conclusions. Results support the use of the GRI, with GRI zones identifying those in need of clinical attention. Findings highlight the need to address health inequities. Treatment differences associated with the GRI also suggest behavioral and clinical interventions including starting individuals on CGM or automated insulin delivery systems.
2022
Journal Articles
Bisno, D. I., Reid, M. W., Fogel, J. L., Pyatak, E. A., Majidi, S., & Raymond, J. K. (2022). Virtual group appointments reduce distress and improve care management in young adults with Type 1 diabetes. Journal of Diabetes Science and Technology, 16(6), 1419-1427. https://doi.org/10.1177/19322968211035768 Show abstract
Purpose. The purpose of this study was to analyze the impact of virtual group appointments (VGA) on self-reported health-related outcomes and care activities for young adults (YA) with type 1 diabetes (T1D).
Methods. Fifty-three YA (ages 18-25 years) with T1D participated in a randomized controlled trial (RCT) of the Colorado Young Adults with T1D (CoYoT1) Clinic intervention, encompassing telehealth (TH) with or without VGA. Both new patients (n = 32) and those who participated in a pilot phase (n = 26) were randomized to CoYoT1 Clinic (TH+VGA; n = 23) or TH-only (n = 35) and followed for 1 year. YA completed the Diabetes Distress Scale (DDS), Diabetes Strengths and Resilience (D-STAR), Self-Efficacy in Diabetes (SED), Self-Management of Type 1 Diabetes in Adolescence (SMOD-A), Center for Epidemiologic Studies Depression (CES-D), and EuroQol (EQ-5D) scales at baseline and study end.
Results. YA were 67% female, 84% white, 10% Latinx, and the mean age was 20.4 years old. At study end, participants in CoYoT1 Clinic reported significantly reduced diabetes distress compared to those in TH-only, who reported increased levels [Effect Size (ES) = −0.40, P = .02]. Specifically, CoYoT1 Clinic participants reported relative reductions in Physician (ES = −2.87, P = .02) and Regimen-related distress (ES = −0.35, P = .01). In addition, participants in CoYoT1 Clinic reported improved self-management of T1D-related problem solving (ES = 0.47, P = .051) and communication with care providers (ES = 0.39, P = .07).
Conclusions. Virtual group attendance in CoYoT1 Clinic was associated with significant improvements in diabetes-related distress. Long-term exposure to VGA should be investigated in YA with T1D and other pediatric chronic conditions.
Pyatak, E. A., Carandang, K., Rice Collins, C., & Carlson, M. (2022). Optimizing occupations, habits, and routines for health and well-being with Lifestyle Redesign®: A synthesis and scoping review. American Journal of Occupational Therapy, 76(5), 7605205050. https://doi.org/10.5014/ajot.2022.049269 Show abstract
Importance. Lifestyle Redesign® originated as a preventive occupational therapy intervention for healthy older adults, and it was found to be both effective and cost effective in the Well Elderly Studies initiated in the 1990s. Building on that empirical foundation, the scope of Lifestyle Redesign has been greatly expanded as a general intervention framework addressing prevention and chronic condition management in a wide range of populations, settings, and conditions. Yet until now, its full scope, defining characteristics, and supporting evidence have not been clearly and succinctly described, limiting its potential reach and impact.
Objective. To outline the definition and key characteristics of Lifestyle Redesign, provide a scoping review of its evidence base and future directions for research, describe its current applications, and make recommendations for its use in clinical practice.
Evidence Review. We searched PubMed and CINAHL, tables of contents of 10 occupational therapy journals, and citations in two seminal Lifestyle Redesign publications to identify articles published in 1997–2020 that described quantitative outcomes (for n ≥ 20) of interventions meeting the defining characteristics of Lifestyle Redesign.
Findings. Our scoping review yielded 12 publications providing supportive evidence for Lifestyle Redesign’s positive impact on a range of health and well-being outcomes among both well populations and those with chronic conditions.
Conclusions and Relevance. Lifestyle Redesign has the potential to meet a growing need in clinical and community settings for health care services that address prevention, health promotion, and chronic disease management.
Keywords. clients, health, life style, personal satisfaction
2021
Journal Articles
Pyatak, E. A., Hernandez, R., Pham, L., Mehdiyeva, K., Schneider, S., Peters, A., Ruelas, V., Crandall, J., Lee, P.-J., Jin, H., Hoogendoorn, C. J., Crespo-Ramos, G., Mendez-Rodriguez, H., Harmel, M., Walker, M., Serafin-Dokhan, S., Gonzalez, J. S., & Spruijt-Metz, D. (2021). Function and Emotion in Everyday Life With Type 1 Diabetes (FEEL-T1D). JMIR Research Protocols, 10(10), e30901. https://doi.org/10.2196/30901 Show abstract
Background. While short-term blood glucose (BG) levels and variability are thought to underlie diminished function and emotional well-being in people with T1D, these relationships are poorly understood. The Function and Emotion in Everyday Life with T1D (FEEL-T1D) study focuses on investigating these short-term dynamic relationships among BG, function, and emotional well-being in adults with T1D.
Objective. To present the FEEL-T1D study design, methods, and study progress to date, including adaptations necessitated by the COVID-19 pandemic to implement the study fully remotely.
Methods. The FEEL-T1D study will recruit 200 adults 18-75 years old with T1D. Data collection includes a comprehensive survey battery, along with 14 days of intensive longitudinal data using blinded continuous glucose monitoring (CGM), ecological momentary assessments (EMA), ambulatory cognitive tasks, and accelerometers. All study procedures are conducted remotely, through mailing study equipment and using videoconferencing for study visits.
Results. To date, after 12 months of recruitment, 124 participants have enrolled in the FEEL-T1D study. Over 80% have provided concurrent CGM, EMA, and accelerometer data for at least 10 of the 14 days of data collection, and nearly 90% of EMA surveys have been completed, with minimal missing data.
Conclusions. Thus far, our reconfiguration of the FEEL-T1D protocol to be implemented remotely during the COVID-19 pandemic has been a success. The FEEL-T1D study will elucidate the dynamic relationships between blood glucose, emotional well-being, cognitive function and participation in daily activities. In doing so, it will pave the way for innovative just-in-time interventions and produce actionable insights to facilitate tailoring of diabetes treatment to optimize function and well-being among individuals with T1D.
2020
Journal Articles
Salvy, S.-J., Carandang, K., Vigen, C. L. P., Concha-Chavez, A., Sequeira, P. A., Blanchard, J., Díaz, J., Raymond, J., & Pyatak, E. A. (2020). Effectiveness of social media (Facebook), targeted mailing, and in-person solicitation for the recruitment of young adult in a diabetes self-management clinical trial. Clinical Trials, 17(6), 664–674. https://doi.org/10.1177/1740774520933362 Show abstract
Background/Aims. Research is needed to identify promising recruitment strategies to reach and engage diverse young adults in diabetes clinical research. The aim of this study was to examine the relative strengths and weaknesses of three recruitment strategies used in a diabetes self-management clinical trial: social media advertising (Facebook), targeted mailing, and in-person solicitation of clinic patients.
Methods. Strategies were compared in terms of (1) cost-effectiveness (i.e. cost of recruitment/number of enrolled participants), (2) ability to yield participants who would not otherwise be reached by alternative strategies, and (3) likelihood of participants recruited through each strategy to adhere to study procedures. We further explored the appeal (overall and among age and gender subgroups) of social media advertisement features.
Results. In-person recruitment of clinic patients was overall the most cost-effective strategy. However, differences in demographic, clinical, and psychosocial characteristics of participants recruited via different strategies suggest that the combination of these approaches yielded a more diverse sample than would any one strategy alone. Once successfully enrolled, there was no difference in study completion and intervention adherence between individuals recruited by the three recruitment strategies.
Conclusions. Ultimately, the utility of a recruitment strategy is defined by its ability to effectively attract people representative of the target population who are willing to enroll in and complete the study. Leveraging a variety of recruitment strategies appears to produce a more representative sample of young adults, including those who are less engaged in diabetes care.
Hernandez, R., Vidmar, A., & Pyatak, E. A. (2020). Lifestyle balance, restful and strenuous occupations, and physiological activation. Journal of Occupational Science, 27(4), 547-562. https://doi.org/10.1080/14427591.2020.1732229 Show abstract
A balance between stressful and restful occupations is an important component of lifestyle balance (LB). We argue that excessive physiological activation from the stress of everyday engagement in occupation, and/or inadequate engagement in restful occupations, can lead to negative health outcomes through accumulation of allostatic load (AL), or physiological wear and tear on the body. This physiological activation manifests as increased heart rate, blood pressure, and activation of the hypothalamic-pituitary-adrenal (HPA) axis, resulting in elevations in serum levels of hormones such as cortisol and catecholamines. “Stress,” as the term is used colloquially, is just one possible source of physiological activation. Other possible sources include cognitive challenges and high motivation tasks. The purpose of this paper is twofold: 1) to present an explanatory model for how the LB component of a “pattern of occupations with a balance between stressful and restful engagements” can affect health and 2) to discuss metrics to measure physiological activation from stress/rest and explore how these metrics relate to existing measures of lifestyle and occupational balance. We speculate that these metrics may relate to existing measures of lifestyle and occupational balance in ways that help explain the mechanisms underlying them, with the amount of physiological activation that individuals experience on a daily basis determining their long-term health outcomes. There remains a need to develop innovative lifestyle interventions that support management of stress related physiological activation to promote health and well-being.
Keywords. Occupational science; Life balance; Occupational balance; Restful occupations; Strenuous occupations; Physiological stress; Explanatory mechanisms; Allostatic load
Raymond, J. K., Reid, M. W., Fox, S., Garcia, J. F., Miller, D., Bisno, D., Fogel, J. L., Krishnan, S., & Pyatak, E. A. (2020). Adapting home telehealth group appointment model (CoYoT1 clinic) for a low SES, publicly insured, minority young adult population with type 1 diabetes. Contemporary Clinical Trials, 88, 105896. https://doi.org/10.1016/j.cct.2019.105896 Show abstract
As more individuals from diverse backgrounds are diagnosed with Type 1 Diabetes (T1D), the need to address resulting disparities in diabetes outcomes among these populations also escalates. Although young adulthood proves challenging for all patients with diabetes, young adults (YA) from racial/ethnic minorities and low socioeconomic backgrounds face even greater T1D management obstacles. The poorer outcomes in these populations drive an urgent need for alternative care models to improve YA's engagement in their T1D clinical care and address barriers to improved health outcomes. Previous telemedicine initiatives for T1D have yielded positive diabetes care results, especially in YA, offering one promising way to reach this high-risk population. To serve these patients better, an established and successful home telehealth group appointment model, “CoYoT1 Clinic” (Colorado Young Adults with T1D), was adapted to provide care to YA with T1D at a large urban children's hospital in Southern California. At this location, ~70% of patients have public/no insurance, and 85% are racial/ethnic minorities. In this paper, we report the process of adapting the CoYoT1 Clinic model and designing a randomized controlled trial (RCT) to evaluate its efficacy. The adapted model uses meticulous study-design methods that incorporate patient advisors, quantitative and qualitative data collection, collaboration with local stakeholders, intervention development, and patient randomization into a factorial design analyzing telemedicine versus in-person and patient-centered versus standard care. The new model addresses the needs of high-risk YA in Southern California, with the goal of increasing access to care, improving follow-up frequency, and strengthening patient and provider satisfaction.
Keywords. Young adults; Telehealth; Group appointments; Type 1 diabetes; Shared medical appointments; Telemedicine
2019
Journal Articles
Pyatak, E., King, M., Vigen, C. L., Salazar, E., Díaz, J., Schepens Niemiec, S. L., Blanchard, J., Jordan, K., Banerjee, J., & Shukla, J. (2019). Addressing diabetes in primary care: Hybrid effectiveness–implementation study of Lifestyle Redesign® occupational therapy. American Journal of Occupational Therapy, 73(5), 7305185020p1-7305185020p12. https://doi.org/10.5014/ajot.2019.037317 Show abstract
Importance. Primary health care is rapidly developing as an occupational therapy practice area. Yet, to date, little evidence supports occupational therapy’s feasibility and efficacy in primary care settings.
Objective. To report on the implementation and preliminary clinical outcomes of a Lifestyle Redesign® (LR)–occupational therapy (LR–OT) diabetes management intervention in a primary care clinic.
Design. Patients were randomized to be offered LR–OT or to a no-contact comparison group (data not reported). We assessed implementation outcomes using mixed methods.
Setting. Safety-net primary care clinic.
Participants. Clinic providers and staff; English- or Spanish-speaking clinic patients ages 18–75 yr with diabetes and a current hemoglobin A1c (HbA1c) ≥ 9.0%.
Intervention. Eight 1-hr individual sessions of LR–OT focused on diabetes management.
Outcomes and Measures. Clinical and health behavior outcomes were assessed via electronic medical record (EMR) review and self-report surveys of patients receiving LR–OT at initial evaluation and discharge. We assessed implementation outcomes (acceptability, appropriateness, feasibility, fidelity, efficiency, and timeliness) using patient and staff surveys, interviews, focus groups, and observations.
Results. Seventy-three patients were offered LR–OT: 51 completed one or more sessions, and 38 completed the program. Clinical outcomes among program completers indicate beneficial changes in HbA1c, diabetes self-care, and health status. Implementation challenges included a need for patient and staff education, securing adequate workspace, and establishing a referral process. Factors contributing to implementation success included strong buy-in from clinic leadership, colocation, and shared EMR documentation.
Conclusions and Relevance. LR–OT is a feasible approach to enhancing service delivery and clinical outcomes in primary care.
What This Article Adds. This study provides insight into factors that may create challenges or contribute to the success of implementing occupational therapy services within primary health care settings. In addition, this study provides preliminary evidence of occupational therapy’s effectiveness in improving clinical outcomes among ethnically diverse, low-income patients with diabetes in a safety-net primary care setting.
Bakhach, M., Reid, M. W., Pyatak, E. A., Berget, C., Cain, C., Thomas, J., Klingensmith, G. J., & Raymond, J. K. (2019). Home telemedicine (CoYoT1 clinic): A novel approach to improve psychosocial outcomes in young adults with diabetes. The Diabetes Educator, 45(4), 420-430. https://doi.org/10.1177/0145721719858080 Show abstract
Purpose. To assess the impact of a home telemedicine clinic model (CoYoT1 Clinic) on psychosocial and behavioral outcomes designed for young adults (YAs) with type 1 diabetes (T1D).
Methods. YAs self-selected to participate in the CoYoT1 Clinic or serve as a usual care control. CoYoT1 Clinic visits consisted of an individual appointment with a provider and a group appointment with other YAs with T1D using home telemedicine. Psychosocial and behavioral functioning was assessed by 4 measures: Diabetes Distress Scale, Self-Efficacy for Diabetes Scale, Self-Management of Type 1 Diabetes in Adolescence Scale, and Center for Epidemiologic Studies Depression Scale.
Results. Forty-two patients participated in the CoYoT1 Clinic and 39 patients served as controls. CoYoT1 participants reported lower levels of distress (P = .03), increased diabetes self-efficacy (P = .01), and improved ability to communicate with others about diabetes (P = .04) over the study period compared to controls. YA males in the control group reported increases in depressive symptoms (P = .03) during the study period, but CoYoT1 participants showed no changes.
Conclusion. Group home telemedicine for YAs with T1D positively affects diabetes distress, self-efficacy, and diabetes-specific communication. These positive findings have the potential to also affect the YAs’ long-term diabetes outcomes. Further investigation of the model is needed.
2018
Journal Articles
Pyatak, E. A., Carandang, K., Vigen, C. L., Blanchard, J., Díaz, J., Concha-Chavez, A., Sequeira, P. A., Wood, J. R., Whittemore, R., Spruijt-Metz, D., & Peters, A. L. (2018). Occupational therapy intervention improves glycemic control and quality of life among young adults with diabetes: The Resilient, Empowered, Active Living with Diabetes (REAL Diabetes) randomized controlled trial. Diabetes Care, 41(4), 696-704. https://doi.org/10.2337/dc17-1634 Show abstract
Objective. To assess the efficacy of a manualized occupational therapy (OT) intervention (Resilient, Empowered, Active Living with Diabetes [REAL Diabetes]) to improve glycemic control and psychosocial well-being among ethnically diverse young adults with low socioeconomic status (SES) who have type 1 or type 2 diabetes.
Research Design and Methods. Eighty-one young adults (age 22.6 ± 3.5 years; hemoglobin A1c [HbA1c] = 10.8%/95 mmol/mol ± 1.9%/20.8 mmol/mol) were randomly assigned to the REAL Diabetes intervention group (IG) or an attention control group (CG) over 6 months. IG participants received biweekly sessions guided by a manual composed of seven content modules; CG participants received standardized educational materials and biweekly phone calls. Blinded assessors collected data at baseline and 6 months. The primary outcome was HbA1c; secondary outcomes included diabetes self-care, diabetes-related quality of life (QOL), diabetes distress, depressive symptoms, and life satisfaction. Change scores were analyzed using Wilcoxon rank sum tests.
Results. Intent-to-treat analyses showed that IG participants showed significant improvement in HbA1c (-0.57%/6.2 mmol/mol vs. +0.36%/3.9 mmol/mol, P = 0.01), diabetes-related QOL (+0.7 vs. +0.15, P = 0.04), and habit strength for checking blood glucose (+3.9 vs. +1.7, P = 0.05) as compared with CG participants. There was no statistically significant effect modification by sex, ethnicity, diabetes type, recruitment site, or SES. No study-related serious adverse events were reported.
Conclusions. The REAL Diabetes intervention improved blood glucose control and diabetes-related QOL among a typically hard-to-reach population, thus providing evidence that a structured OT intervention may be beneficial in improving both clinical and psychosocial outcomes among individuals with diabetes.
Weigensberg, M. J., Vigen, C., Sequeira, P., Spruijt-Metz, D., Juarez, M., Florindez, D., Provisor, J., Peters, A., & Pyatak, E. A. (2018). Diabetes Empowerment Council: Integrative Pilot Intervention for Transitioning Young Adults With Type 1 Diabetes. Global Advances in Health and Medicine, 7, 2164956118761808. https://doi.org/10.1177/2164956118761808 Show abstract
Background. The transition of young adults with type 1 diabetes (T1D) from pediatric to adult care is challenging and frequently accompanied by worsening of diabetes-related health. To date, there are no reports which prospectively assess the effects of theory-based psycho-behavioral interventions during the transition period neither on glycemic control nor on psychosocial factors that contribute to poor glycemic control. Therefore, the overall aim of this study was to develop and pilot test an integrative group intervention based on the underlying principles of self-determination theory (SDT), in young adults with T1D.
Methods. Fifty-one young adults with T1D participated in an education and case management-based transition program, of which 9 took part in the Diabetes Empowerment Council (DEC), a 12-week holistic, multimodality facilitated group intervention consisting of “council” process based on indigenous community practices, stress-reduction guided imagery, narrative medicine modalities, simple ritual, and other integrative modalities. Feasibility, acceptability, potential mechanism of effects, and bio-behavioral outcomes were determined using mixed qualitative and quantitative methods.
Results. The intervention was highly acceptable to participants, though presented significant feasibility challenges. Participants in DEC showed significant reductions in perceived stress and depression, and increases in general well-being relative to other control participants. Reduction in perceived stress, independent of intervention group, was associated with reductions in hemoglobin A1C. A theoretical model explaining the effects of the intervention included the promotion of relatedness and autonomy support, 2 important aspects of SDT.
Conclusions. The DEC is a promising group intervention for young adults with T1D going through transition to adult care. Future investigations will be necessary to resolve feasibility issues, optimize the multimodality intervention, determine full intervention effects, and fully test the role of the underlying theoretical model of action.
Carandang, K. M., & Pyatak, E. A. (2018). Feasibility of a manualized occupation-based diabetes management intervention. American Journal of Occupational Therapy, 72(2), 7202345040p1–7202345040p6. https://doi.org/10.5014/ajot.2018.021790 Show abstract
Objective. We investigated the feasibility and acceptability of an occupational therapy intervention targeting diabetes management for underserved young adults.
Method. Eight participants completed the intervention and a battery of assessments at baseline and after the intervention. At completion, the participants and occupational therapist were interviewed about their experiences with the study. Four categories of assessment questions were used to guide the study: process, resource, management, and scientific.
Results. Successes included recruitment; fulfillment of tasks by staff and partnering clinics; adequate space, financial support, and equipment; and meaningfulness of the intervention for participants. Challenges included scheduling participants for the intervention and follow-up focus groups and providing client centeredness and flexibility while reducing burden on the intervener.
Conclusion. This feasibility study allowed us to make necessary revisions to our study protocol before implementing a larger pilot study.
Vigen, C. L. P., Carandang, K., Blanchard, J., Sequeira, P. A., Wood, J. R., Spruijt-Metz, D., Whittemore, R., Peters, A. L., & Pyatak, E. A. (2018). Psychosocial and behavioral correlates of A1C and quality of life among young adults with diabetes. The Diabetes Educator, 44(6), 489–500. https://doi.org/10.1177/0145721718804170 Show abstract
Purpose. The purpose of this study was to evaluate relationships between behavioral and psychosocial constructs, A1C, and diabetes-dependent quality of life (DQoL) among low-socioeconomic status, ethnically diverse young adults with diabetes.
Methods. Using baseline data of 81 participants in the Resilient, Empowered, Active Living (REAL) randomized controlled trial, behavioral, cognitive, affective, and experiential variables were correlated with A1C and DQoL while adjusting for demographic characteristics, and these relationships were examined for potential effect modification.
Results. The data indicate that depressive symptoms and satisfaction with daily activities are associated with both A1C and DQoL, while diabetes knowledge and participation in daily activities are associated with neither A1C nor DQoL. Two constructs, diabetes distress and life satisfaction, were associated with DQoL and were unrelated to A1C, while 2 constructs, self-monitoring of blood glucose and medication adherence, were associated with A1C but unrelated to DQoL. These relationships were largely unchanged by adjusting for demographic characteristics, while numerous effect modifications were found.
Conclusion. The data suggest that when tailoring interventions, depressive symptoms and satisfaction with daily activities may be particularly fruitful intervention targets, as they represent modifiable risk factors that are associated with both A1C and DQoL.
Carandang, K., & Pyatak, E. A. (2018). Analyzing occupational challenges through the lens of body and biography. Journal of Occupational Science, 25(2), 161-173. https://doi.org/10.1080/14427591.2018.1446353 Show abstract
Introduction. Occupational scientists are tasked with the responsibility of examining the relationship between occupational engagement and health, yet as occupations are explored in situ, these concepts only become more complex. For example, lifestyle trade-offs occur when individuals make conscious decisions between two competing sets of actions: actions taken in promotion of physical health versus actions in agreement with an identity-driven biography. In this study, these dilemmas are viewed as parts of an ongoing occupational challenge to balance physical health with subjective well-being in everyday life.
Methods. Anselm Strauss’s concepts of body state and biographical moment are conceptualized as analytic tools to study dimensions within which occupation is performed. A descriptive, single-case analysis of a young adult diagnosed with diabetes is presented as an exemplar of how Strauss’s tools may be utilized.
Results. Four themes emerged within the presented narrative: (1) by the book versus reality, (2) testing the boundaries of diabetes, (3) diabetes burnout and the struggle for perfection, and (4) the inevitable merge between body and biography.
Conclusion. Sadie’s narrative exemplifies the multiple contexts in which agentic decisions to engage in specific occupations are made. Sadie’s experiences of diabetes burnout and actions taken while “on vacation” are not uncommon within chronic illness literature and warrant further analyses that consider physical and psychological domains of health. By dismantling situational factors using analytic tools, such as Strauss’s body state and biographical moment, occupational scientists may further understand lived experiences and clarify the link between occupation and health.
2017
Journal Articles
Pyatak, E. A., Sequeira, P. A., Vigen, C. L., Weigensberg, M. J., Wood, J. R., Montoya, L., Ruelas, V., & Peters, A. L. (2017). Clinical and psychosocial outcomes of a structured transition program among young adults with type 1 diabetes. Journal of Adolescent Health, 60(2), 212-218. https://doi.org/10.1016/j.jadohealth.2016.09.004 Show abstract
Purpose. We identified and treated young adults with type 1 diabetes who had been lost to follow-up during their transfer from pediatric to adult care, comparing their clinical, psychosocial, and health care utilization outcomes to participants receiving continuous care (CC) throughout the transition to adult care.
Methods. Individuals in their last year of pediatric care (CC group, n = 51) and individuals lost to follow-up in the transfer to adult care ("lapsed care" [LC] group, n = 24) were followed prospectively for 12 months. All participants were provided developmentally tailored diabetes education, case management, and clinical care through a structured transition program.
Results. At baseline, LC participants reported lapses in care of 11.6 months. Compared with CC participants, they had higher hemoglobin A1C (A1C; p = .005), depressive symptoms (p = .05), incidence of severe hypoglycemia (p = .005), and emergency department visits (p = .004). At 12-month follow-up, CC and LC participants did not differ on the number of diabetes care visits (p = .23), severe hypoglycemia (no events), or emergency department visits (p = .22). Both groups' A1C improved during the study period (CC: p = .03; LC: p = .02). LC participants' depressive symptoms remained elevated (p = .10), and they reported a decline in life satisfaction (p = .007). There was greater loss to follow-up in the LC group (p = .04).
Conclusions. Our study suggests that, for young adults with a history of lapses in care, a structured transition program is effective in lowering A1C, reducing severe hypoglycemia and emergency department utilization, and improving uptake of routine diabetes care. Loss to follow-up and psychosocial concerns remain significant challenges in this population.
Pyatak, E. A., Carandang, K., Vigen, C., Blanchard, J., Sequeira, P. A., Wood, J. R., Spruijt-Metz, D., Whittemore, R., & Peters, A. L. (2017). Resilient, Empowered, Active Living with Diabetes (REAL Diabetes) study: Methodology and baseline characteristics of a randomized controlled trial evaluating an occupation-based diabetes management intervention for young adults. Contemporary Clinical Trials, 54, 8-17. https://doi.org/10.1016/j.cct.2016.12.025 Show abstract
Overview. This paper describes the study protocol used to evaluate the Resilient, Empowered, Active Living with Diabetes (REAL Diabetes) intervention and reports on baseline characteristics of recruited participants. REAL Diabetes is an activity-based intervention designed to address the needs of young adults diagnosed with type 1 (T1D) or type 2 diabetes (T2D) from low socioeconomic status or racial/ethnic minority backgrounds. The REAL intervention incorporates tailored delivery of seven content modules addressing various dimensions of health and well-being as they relate to diabetes, delivered by a licensed occupational therapist.
Methods. In this pilot randomized controlled trial, participants are assigned to the REAL Diabetes intervention or an attention control condition. The study's primary recruitment strategies included in-person recruitment at diabetes clinics, mass mailings to clinic patients, and social media advertising. Data collection includes baseline and 6-month assessments of primary outcomes, secondary outcomes, and hypothesized mediators of intervention effects, as well as ongoing process evaluation assessment to ensure study protocol adherence and intervention fidelity.
Results. At baseline, participants (n=81) were 51% female, 78% Latino, and on average 22.6years old with an average HbA1c of 10.8%. A majority of participants (61.7%) demonstrated clinically significant diabetes distress and 27.2% reported symptoms consistent with major depressive disorder. Compared to participants with T1D, participants with T2D had lower diabetes-related self-efficacy and problem-solving skills. Compared to participants recruited at clinics, participants recruited through other strategies had greater diabetes knowledge but weaker medication adherence.
Discussion. Participants in the REAL study demonstrate clinically significant medical and psychosocial needs.
2016
Journal Articles
Carandang, K., Pyatak, E. A., & Vigen, C. P. (2016). Systematic review of educational interventions for rheumatoid arthritis. American Journal of Occupational Therapy, 70(6), 7006290020p1-7006290020p12. https://doi.org/10.5014/ajot.2016.021386 Show abstract
Objective. In this study, we systematically reviewed the effectiveness of educational interventions falling within the scope of occupational therapy practice for people with rheumatoid arthritis (RA). These interventions included disease education, joint protection and energy conservation, psychosocial techniques, pain management, and a combination category.
Method. Two databases, MEDLINE and CINAHL, and select journals were searched for randomized controlled trials published between January 2002 and June 2015. Qualitative synthesis was used for between-study comparisons.
Results. Twenty-two studies, with approximately 2,600 participants, were included. The interventions were found to have strong evidence for constructs that dealt with increasing coping with pain and fatigue as well as maintaining positive affect. There was limited or no evidence supporting the effectiveness of these interventions on most other measured constructs.
Conclusion. Interventions in which a combination of educational techniques is used may complement pharmacological therapies in the care of people with RA. Future research is needed to identify specific mechanisms of change.
2015
Journal Articles
Sequeira, P. A., Pyatak, E. A., Weigensberg, M. J., Vigen, C. P., Wood, J. R., Ruelas, V., Montoya, L., Cohen, M., Speer, H., Clark, S., & Peters, A. L. (2015). Let's Empower and Prepare (LEAP): Evaluation of a structured transition program for young adults with type 1 diabetes. Diabetes Care, 38(8), 1412-1419. https://doi.org/10.2337/dc14-2577 Show abstract
Objective. To evaluate the efficacy of a structured transition program compared with usual care in improving routine follow-up, clinical, and psychosocial outcomes among young adults with type 1 diabetes.
Research Design and Methods. Eighty-one young adults in their last year of pediatric care were recruited from three clinics. Intervention group (IG) participants (n = 51) received a structured transition program incorporating tailored diabetes education, case management, group education classes, and access to a newly developed young adult diabetes clinic and transition website. Control group (CG) participants (n = 30) received usual care. The primary outcome was the number of routine clinic visits. Secondary outcomes included glycemic control, hypoglycemia, health-care use, and psychosocial well-being. Assessments were conducted at baseline, and 6 and 12 months.
Results. Limitations in CG follow-up prevented direct comparisons of adult care visits; however, at the 12-month follow-up among IG participants discharged from pediatric care (n = 32), 78% had one or more adult visits. Among IG participants, the total number of clinic visits did not differ between those who transitioned and those who remained in pediatric care (3.0 ± 1.24 vs. 3.11 ± 0.94, P = 0.74). IG compared with CG participants had improved glycemic control (-0.40 ± 1.16% vs. 0.42 ± 1.51% [4.4 ± 12.7 mmol/mol vs. 4.6 ± 16.5 mmol/mol], P = 0.01), incidence of severe hypoglycemia (0.0% vs. 16%, P = 0.02), and global well-being (P = 0.02) at 12 months.
Conclusions. A structured transition program was successful in facilitating transition to adult care without a decrease in clinical follow-up. Compared with usual care, the transition program facilitated improvements in glycemic control, hypoglycemia, and psychosocial well-being.
Pyatak, E. A., Carandang, K., & Davis, S. (2015). Developing a manualized occupational therapy diabetes management intervention: Resilient, Empowered, Active Living with Diabetes. OTJR: Occupation, Participation and Health, 35(3), 187-194. https://doi.org/10.1177/1539449215584310 Show abstract
This article reports on the development of a manualized occupational therapy intervention for diabetes management. An initial theoretical framework and core content areas for a Stage 1 intervention manual were developed based on an in-depth needs assessment and review of existing literature. After evaluation by a panel of experts and completion of a feasibility study, the intervention was revised into a Stage 2 manual in preparation for a randomized study evaluating the intervention's efficacy. In developing the initial manual, we delineated core theoretical principles to allow for flexible application and tailoring of the intervention's content areas. Expert panel feedback and feasibility study results led to changes to the intervention structure and content as we developed the Stage 2 manual. Through describing this process, we illustrate the dynamic evolution of intervention manuals, which undergo revisions due to both theoretical and practical considerations at each stage of the research-to-clinical practice pipeline.
Lu, Y., Pyatak, E. A., Peters, A. L., Wood, J. R., Kipke, M., Cohen, M., & Sequeira, P. A. (2015). Patient perspectives on peer mentoring: Type 1 diabetes management in adolescents and young adults. The Diabetes Educator, 41(1), 59-68. https://doi.org/10.1177/0145721714559133 Show abstract
Purpose. The purpose of the study was to identify attitudes and topics relevant to peer mentoring as an adherence-promoting intervention for adolescents and young adults (YAs) with type 1 diabetes (T1D).
Methods. Self-administered survey data were collected in 2 diabetes clinics from a convenience sample of adolescents as prospective mentees (ages 13-18) and YAs as prospective mentors (ages 19-25) with T1D. Survey topics included demographics, disease history, glycemic control, adherence, depression, barriers to disease management, social support, and interest in peer mentoring. Descriptive statistical analyses, thematic coding, and stepwise multivariate logistic regression were performed.
Results. A majority of the 54 adolescents and 46 YAs expressed interest in a peer mentoring program. Having supportive friends and living in a large household positively predicted adolescent interest in having a peer mentor. Approximately one-third of all participants experienced social barriers to diabetes management. For adolescents, barriers included inflexible schedules, unfamiliar foods, and the embarrassment of checking blood glucose in front of others. Young adults reported barriers in tracking food consumption and remembering to check blood glucose. Various diabetes management skills were in high demand by adolescents, who especially desired to learn about managing T1D on their own and in college. Participants were open to multiple communication modes, including in-person meetings, phone, text messaging, and social media.
Conclusions. Many adolescents and young adults with T1D are interested in peer mentoring as a way to facilitate learning and sharing essential diabetes management skills and experiences.
2014
Journal Articles
Pyatak, E. A., Sequeira, P. A., Whittemore, R., Vigen, C. P., Peters, A. L., & Weigensberg, M. J. (2014). Challenges contributing to disrupted transition from paediatric to adult diabetes care in young adults with type 1 diabetes. Diabetic Medicine, 31(12), 1615-1624. https://doi.org/10.1111/dme.12485 Show abstract
Aim. To examine challenges contributing to disruptions in care during the transition from paediatric to adult care among young adults with Type 1 diabetes who are primarily in ethnic minority groups and have low socio-economic status.
Methods. Participants (n = 20) were newly enrolled patients in a transition clinic for young adults with Type 1 diabetes with a history of loss to medical follow-up. Participants completed qualitative semi-structured interviews detailing their transition experiences in addition to demographic, HbA1c and psychosocial measures. Descriptive statistics were completed for quantitative data, and narrative thematic analysis of interviews was used to identify common themes. A mixed-method analysis was used to identify the associations between stressors identified in interviews and clinical and psychosocial variables.
Results. Three categories of challenges contributing to loss to follow-up were identified: psychosocial challenges, health provider and health system challenges and developmental challenges. Participants experienced a high degree of stressful life circumstances which were associated with higher HbA1c (r = 0.60, P = 0.005), longer duration of loss to follow-up (r = 0.51, P = 0.02), greater emergency department utilization (r = 0.45, P = 0.05), and lower life satisfaction (r = -0.62, P = 0.003).
Conclusions. A confluence of challenges, including stressful life circumstances, healthcare system barriers and the developmental trajectory of young adulthood, contributes to a high risk of loss to follow-up and poor health in this population of young adults with Type 1 diabetes. An integrated approach to transition addressing medical and psychosocial needs may facilitate improved follow-up and health outcomes in clinical settings.
Pyatak, E. A., Florindez, D., Peters, A. L., & Weigensberg, M. J. (2014). “We are all gonna get diabetic these days:” The impact of a living legacy of type 2 diabetes on Hispanic young adults' diabetes care. The Diabetes Educator, 40(5), 648-658. https://doi.org/10.1177/0145721714535994 Show abstract
Purpose. The purpose of this study was to investigate how an intergenerational legacy of type 2 diabetes affected the knowledge, attitudes, and treatment strategies of Hispanic young adults with diabetes.
Methods. Eight Hispanic young adults (ages 18-30 years) participated in a series of in-home longitudinal qualitative interviews, and 11 of their family members completed single in-home interviews, regarding their diabetes management practices. Interview transcripts were analyzed thematically by a team of researchers.
Results. Five themes emerged that characterized the influence of an intergenerational legacy of diabetes on young adults: food and family (how meal preparation and eating are shared within families), doing together (activity participation is contingent on others’ participation), knowledge and expectations (expectations for the future and understandings of diabetes are shaped by family members), miscarried helping (well-intentioned actions have negative consequences), and reciprocal support (children and parents support each other’s diabetes care).
Conclusions. Hispanic young adults’ knowledge, attitudes, and self-care practices related to diabetes are strongly influenced by the diabetes management practices of family members with diabetes, which often depart from current standards of diabetes care. Care providers should consider family members as a potentially significant influence, either positive or negative, on the diabetes self-care practices of this population.
2013
Journal Articles
Pyatak, E. A., Sequeira, P., Peters, A. L., Montoya, L., & Weigensberg, M. J. (2013). Disclosure of psychosocial stressors affecting diabetes care among uninsured young adults with Type 1 diabetes. Diabetic Medicine, 30(9), 1140-1144. https://doi.org/10.1111/dme.12248 Show abstract
Aims. To determine the disclosure rates of psychosocial issues affecting routine diabetes care.
Methods. A total of 20 young adults were interviewed regarding the impact of psychosocial stressors on their diabetes care. The interviewer, endocrinologist and case manager reported the prevalence rates of psychosocial stressors. Disclosure rates were compared to determine the prevalence of psychosocial issues and the different patterns of disclosure.
Results. Participants reported a high number of psychosocial stressors, which were associated with poorer glycaemic control (r = 0.60, P = 0.005). Approximately half of all disclosed stressors (50.9%) were identified in routine care; other stressors were identified only through intensive case management and/or in-depth interviews.
Conclusions. Identifying psychosocial stressors in routine care, and providing referrals to psychological or social services, is a significant unmet need and may improve glycaemic control among certain populations with diabetes. Systematic mechanisms of capturing this information, such as by screening surveys, should be considered.
Pyatak, E. A., Florindez, D., & Weigensberg, M. J. (2013). Adherence decision making in the everyday lives of emerging adults with type 1 diabetes. Patient Preference and Adherence, 7, 709-718. https://doi.org/10.2147/PPA.S47577 Show abstract
Purpose. The purpose of this study was to explore motivations underlying nonadherent treatment decisions made by young adults with type 1 diabetes.
Methods. Eight emerging adults each completed a series of semi-structured interviews concerning their approaches to diabetes care, relationships with clinicians, and everyday activities and routines. A narrative thematic analysis was used to develop initial themes and refine them through continued data collection and review of the research literature.
Results. Five themes were identified as motivating nonadherence: (1) efforts to mislead health care providers, (2) adherence to alternative standards, (3) treatment fatigue and burnout, (4) social support problems, and (5) emotional and self-efficacy problems.
Conclusion. Instances of nonadherence generally involved a combination of the five identified themes. Participants reporting nonadherence also described difficulties communicating with care providers regarding their treatment. Nonjudgmental communication between providers and emerging adults may be particularly important in promoting positive health outcomes in this population.
2011
Journal Articles
Pyatak, E. A. (2011). Participation in occupation and diabetes self-management in emerging adulthood. American Journal of Occupational Therapy, 65(4), 462-469. https://doi.org/10.5014/ajot.2011.001453 Show abstract
I present the findings of a study aimed at developing an in-depth understanding of how engagement in occupation influences young adults’ ability to effectively manage diabetes and, conversely, how their diabetes self-management strategies shape their occupational participation. The qualitative interview-based study of 8 people ages 19–25 with Type 1 diabetes revealed that study participants often experienced tension between diabetes self-management and participation in valued occupations, which required them to make calculated decisions about how to balance these competing priorities in their everyday lives. Seven themes are discussed in detail that characterized the relationship between participating in valued occupations and attending to the complex factors that dictate successful diabetes self-management. This research offers a preliminary framework for occupational therapists to assist young adults with diabetes and other chronic illnesses in reconciling these competing demands.
Pyatak, E. A. (2011). The role of occupational therapy in diabetes self-management interventions. OTJR: Occupation, Participation and Health, 31(2), 89-96. https://doi.org/10.3928/15394492-20100622-01 Show abstract
Approximately 23.6 million people in the United States are living with diabetes, a disease that is a leading cause of disabling conditions including blindness, kidney failure, amputations, heart disease, and stroke. Although these complications of diabetes can be delayed or prevented through intensive diabetes self-management (DSM), maintaining control of the disease can be burdensome and negatively impact quality of life. Occupational therapy has a largely untapped potential to assist individuals who struggle with managing diabetes in the context of everyday life, yet there is little discussion of DSM in the occupational therapy literature. The author conducts a systematic review of the existing occupational therapy literature on diabetes, examines the current state of DSM interventions, and discusses a potential role for occupational therapy using programs such as Lifestyle Redesign®.