Whole Day Workload: Evaluation of a New Outcome Measure in Occupational Therapy for Adults With Type 1 Diabetes.

IMPORTANCE: Typical whole day workload is a metric with potential relevance to the occupational balance and well-being of individuals with chronic conditions. OBJECTIVE: To examine the reliability and validity of using multiple daily NASA Task Load Index measures (whole day TLX) as an indicator of typical whole day workload experienced by adults with Type 1 diabetes (T1D). DESIGN: Participants with T1D completed cross-sectional measures and 2 wk of ecological momentary assessments (EMA) and daily diaries. Reliability was assessed across subgroups (e.g., workers vs. nonworkers); validity was evaluated with multilevel confirmatory factor analysis and with tests of convergent and divergent validity with patient-reported outcomes and blood glucose measures. SETTING: Three outpatient endocrinology clinics in the United States. PARTICIPANTS: Data from 164 U.S. adults with T1D (42% Latino, 30% White). OUTCOMES AND MEASURES: Measures used included the whole day TLX (assessed via 2 wk of daily diaries), time in target blood glucose range (assessed with a continuous glucose monitor), illness intrusiveness (measured cross-sectionally), and stress (measured cross-sectionally and with EMA). RESULTS: Number of days required for at least 0.70 reliability of the average whole day TLX ranged between 2 and 6 days depending on the subgroup. Results supported convergent and divergent validity of the average of the whole day TLX, including associations with average stress (r = .63, p < .001) and time in target blood glucose range (r = -.25, p = .002). CONCLUSIONS AND RELEVANCE: The whole day TLX was a reliable and valid indicator of typical whole day workload. Plain-Language Summary: The health management responsibilities for Type 1 diabetes can be extremely burdensome. When these responsibilities are experienced, in addition to duties such as work and caregiving, the totality of demands experienced (i.e., whole day workload) can create further issues, such as unhealthy physiological changes and interference with self-care. We tested the psychometric properties of a measurement tool that assesses the typical level of workload people experience. This measure, referred to as the NASA Task Load Index (whole day TLX), was found to be a reliable and valid indicator of typical whole day workload. Occupational therapists may use the whole day TLX to track progress in interventions focused on reducing clients' whole day workload exposure to promote their health and well-being. Occupational therapists' expertise in areas such as activity analysis, task adaptation, and energy conservation makes them especially well-suited to intervene on whole day workload.

Validity and Reliability of the Occupational Balance Questionnaire (OBQ11) in a U.S. Sample of Adults With Type 1 Diabetes.

IMPORTANCE: Although occupational balance (OB) is a construct of importance to occupational therapy, existing OB assessments have not been validated in clinical populations. OBJECTIVE: To examine the validity and reliability of the 11-item version of the Occupational Balance Questionnaire (OBQ11) in U.S. adults with Type 1 diabetes. DESIGN: Data were analyzed from adults with Type 1 diabetes enrolled in a larger longitudinal study examining the relationships among blood glucose, emotion, and functioning. Dimensionality of the OBQ11 was assessed with item response theory (IRT); convergent validity was tested by examining whether associations between the OBQ11 and other constructs were consistent with a priori hypotheses. SETTING: Three outpatient clinical sites in the United States. PARTICIPANTS: Data from 208 U.S. adults with Type 1 diabetes were included in the analyses (42% Latino, 29% White, 14% African American, 7% multiethnic, and 8% other). OUTCOMES AND MEASURES: Assessments administered include the OBQ11, Patient Health Questionnaire (depression), and Diabetes Self-Management Questionnaire. RESULTS: Overall, results from IRT models and correlational tests supported the reliability and validity of the OBQ11. For instance, higher scores on the OBQ11 were significantly associated with better self-ratings of diabetes management behaviors (r = .28, p < .001), lower depression symptoms (r = -.53, p < .001), and greater positive affect (r = .32, p < .001). A single-factor generalized partial credit model fit the OBQ11 acceptably well, supporting its unidimensionality. CONCLUSIONS AND RELEVANCE: The OBQ11 may be a reliable and valid measure of OB appropriate for use in clinical populations such as adults with diabetes. What This Article Adds: OB is not often formally assessed by occupational therapists in the United States, even though the contributions of OB to health and well-being are core components of the philosophy of occupational therapy. The current evidence supports the validity of the OBQ11 in a clinical population of adults with Type 1 diabetes and demonstrates significant associations between OB and health management behaviors. Study results may encourage greater consideration and assessment of OB in occupational therapy clinical practice in the United States.

Workers' whole day workload and next day cognitive performance.

Workload experienced over the whole day, not just work periods, may impact worker cognitive performance. We hypothesized that experiencing greater than typical whole day workload would be associated with lower visual processing speed and lower sustained attention ability, on the next day. To test this, we used dynamic structural equation modeling to analyze data from 56 workers with type 1 diabetes. For a two-week period, on smartphones they answered questions about whole day workload at the end of each day, and completed cognitive tests 5 or 6 times throughout each day. Repeated smartphone cognitive tests were used, instead of traditional one- time cognitive assessment in the laboratory, to increase the ecological validity of the cognitive tests. Examples of reported occupations in our sample included housekeeper, teacher, physician, and cashier. On workdays, the mean number of work hours reported was 6.58 (SD 3.5). At the within-person level, greater whole day workload predicted decreased mean processing speed the next day (standardized estimate=-0.10, 95% CI -0.18 to -0.01) using a random intercept model; the relationship was not significant and only demonstrated a tendency toward the expected effect (standardized estimate= -0.07, 95% CI -0.15 to 0.01) in a model with a random intercept and a random regression slope. Whole day workload was not found to be associated with next-day mean sustained attention ability. Study results suggested that just one day of greater than average workload could impact next day processing speed, but future studies with larger sample sizes are needed to corroborate this finding.

Validation of the National Aeronautics and Space Administration Task Load Index (NASA-TLX) adapted for the whole day repeated measures context.

Our objective was to investigate the validity of four-item and six-item versions of the National Aeronautics and Space Administration Task Load Index (NASA-TLX, or TLX for short) for measuring workload over a whole day in the repeated measures context. We analysed data on 51 people with type 1 diabetes from whom we collected ecological momentary assessment and daily diary data over 14 days. The TLX was administered at the last survey of every day. Confirmatory factor analysis fit statistics indicated that neither the TLX-6 nor TLX-4 were a unidimensional representation of whole day workload. In exploratory analyses, another set of TLX items we refer to as TLX-4v2 was sufficiently unidimensional. Raw sum scores from the TLX-6 and TLX-4v2 had plausible relationships with other measures, as evidenced by intra-person correlations and mixed-effects models. TLX-6 appears to capture multiple factors contributing to workload, while TLX-4v2 assesses the single factor of 'mental strain'. Practitioner Summary: Using within-person longitudinal data, we found evidence supporting the validity of a measure evaluating whole-day workload (i.e. workload derived from all sources, not only paid employment) derived from the NASA-TLX. This measure may be useful to assess how day-to-day variations in workload impact quality of life among adults.Abbreviations: NASA-TLX or TLX: National Aeronautics and Space Administration Task Load Index; TLX-6: six item version of the NASA-TLX; TLX-4: four item version of the NASA-TLX, TLX-4v2: four item NASA-TLX version two; NIOSH: National Institute for Occupational Safety and Health; CFA: confirmatory factor analysis; T1D: type 1 diabetes; EMA: ecological momentary assessment; BG: blood glucose; SD: standard deviation; CV: coefficient of variation; RMSEA: root mean square error of approximation; CFI: comparative fit index; TLI: Tucker-Lewis Index; SRMR: standardized root mean square residual; AIC: Akaike information criterion; BIC: Bayesian information criterion; χ2: Chi-square statistic.

Optimizing Occupations, Habits, and Routines for Health and Well-Being With Lifestyle Redesign®: A Synthesis and Scoping Review.

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. What This Article Adds: Current evidence supports the use of Lifestyle Redesign to improve health and well-being for a range of client populations. This review outlines its defining characteristics and current applications to improve its implementation in clinical practice and expand related research efforts.

Effectiveness of social media (Facebook), targeted mailing, and in-person solicitation for the recruitment of young adult in a diabetes self-management clinical trial.

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.

Re-conceptualizing functional status through experiences of young adults with inflammatory arthritis.

The objective of this study is to assess the impact of inflammatory arthritis on young adults' activity participation using quantitative and qualitative methods to advance the field's conceptualization of functional status. Young adults diagnosed with juvenile idiopathic arthritis or rheumatoid arthritis completed (1) the Health Assessment Questionnaire-Disability Index to determine functional status and (2) the day reconstruction method to explore experiential dimensions of function, including functional performance, functional satisfaction, and severity of arthritis symptoms during activities on the previous day. Bivariate analyses were conducted to examine relationships between functional status, experiential variables, and demographic variables. Open-ended questions were provided for participants to report ways that arthritis affected their participation that were not otherwise reflected within survey questions; responses were numerically coded using summative content analysis. Among 37 participants (24.8 ± 3.3 years old), 70% reported moderate-to-severe disability. On average, participants experienced pain, stiffness, or fatigue for more than 50% of their waking hours. Functional status significantly correlated with functional performance (r = - 0.39, p = 0.02) and satisfaction (r = - 0.39, p = 0.02), yet did not correlate with stiffness or fatigue severity or duration of symptoms throughout the day. Participants described strategies that improved their ability to participate in certain activities but reduced their overall quality of activity engagement and caused emotional distress. Young adults with arthritis may experience more significant functional limitations than previously reported. Traditional measures of functional assessment may not capture experiential components of activity that affect participation, such as severity of stiffness or fatigue or the duration of symptoms throughout the day.

Engaging Patient Stakeholders in Planning, Implementing, and Disseminating Occupational Therapy Research.

Patients¹ are experts on their own lives and the ways in which an illness, injury, or disability affects their health, activity, and quality of life. With its longstanding foundations in participatory action research, patient engagement has been gaining momentum across health care and related research. This momentum is supported by investments from several key research and federal policy-related organizations, including the Patient-Centered Outcomes Research Institute, National Institutes of Health, and Agency for Healthcare Research and Quality. Occupational therapy practitioners are uniquely positioned to champion patient collaborations. In this article, we discuss ways in which patient perspectives can be embraced in occupational therapy research, and we share insights from a research planning collaborative with adolescents and young adults that was led by occupational therapy researchers.

Contextualizing the Positive Effects of the Well Elderly 2 Trial: A Response to Schelly and Ohl (2019).

IMPORTANCE: A recent reanalysis of data from the Well Elderly (WE) 2 study purportedly indicated that the intervention did not achieve clinically meaningful or statistically significant effects; this article addresses these criticisms. OBJECTIVE: To contextualize the WE 2 study as targeting a nonclinical population and demonstrate that the intervention produced substantively important, statistically significant effects. DESIGN: Secondary analysis of WE 2 intervention-based pre-post change scores. SETTING: The original trial occurred primarily in senior centers and senior housing facilities in greater Los Angeles. PARTICIPANTS: Independent-living older adults (N = 324) who were assessed before and after intervention. INTERVENTION: The WE intervention, a version of the Lifestyle Redesign® (LR) approach, was administered by occupational therapists over 6 mo by means of group and individual sessions. OUTCOMES AND MEASURES: The 36-item Short Form Health Survey, the Life Satisfaction Index-Z, and the Center for Epidemiologic Studies Depression Scale. RESULTS: The WE intervention was associated with statistically significant improvement on 10 of 12 outcome variables that were examined. CONCLUSIONS AND RELEVANCE: Because the WE intervention was hypothesized to reduce age-related decline and followed a population-oriented approach, the expectation that average results would be clinically meaningful was inappropriate. The intervention produced positive effects across a wide array of outcome domains. In settings in which clinical meaningfulness is an appropriate index of intervention outcomes, evidence suggests that LR produces effects that are clinically meaningful. As an evidence-based intervention, LR should be considered useful both in population-oriented contexts and in addressing discrete health conditions. WHAT THIS ARTICLE ADDS: Valid analyses demonstrate that the positive experimental effects of the WE 2 study are, in fact, genuine and cost-effective, and LR in clinically oriented contexts has produced statistically significant, clinically meaningful results. Clearly and accurately representing the evidence base of occupational therapy in prevention and chronic care is of critical importance to advance the field as a whole.

Feasibility of a Manualized Occupation-Based Diabetes Management Intervention.

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.

Systematic Review of Educational Interventions for Rheumatoid Arthritis.

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.

Developing a Manualized Occupational Therapy Diabetes Management Intervention: Resilient, Empowered, Active Living With Diabetes.

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 I 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.

Lifestyle changes and pressure ulcer prevention in adults with spinal cord injury in the pressure ulcer prevention study lifestyle intervention.

Pressure ulcers (PrUs) are a major burden to patients with spinal cord injury (SCI), affecting their psychological, physical, and social well-being. Lifestyle choices are thought to contribute to the risk of developing PrUs. This article focuses on the interaction between lifestyle choices and the development of PrUs in community settings among participants in the University of Southern California-Rancho Los Amigos National Rehabilitation Center Pressure Ulcer Prevention Study (PUPS II), a randomized controlled trial of a lifestyle intervention for adults with SCI. We conducted a secondary cross-case analysis of treatment notes of 47 PUPS II participants and identified four patterns relating PrU development to lifestyle changes: positive PrU changes (e.g., healing PrUs) with positive lifestyle changes, negative or no PrU changes with positive lifestyle changes, positive PrU changes with minor lifestyle changes, and negative or no PrU changes with no lifestyle changes. We present case studies exemplifying each pattern.

Implementing trials of complex interventions in community settings: the USC-Rancho Los Amigos pressure ulcer prevention study (PUPS).

BACKGROUND: Randomized trials of complex, non-pharmacologic interventions implemented in home and community settings, such as the University of Southern California (USC)-Rancho Los Amigos National Rehabilitation Center (RLANRC) Pressure Ulcer Prevention Study (PUPS), present unique challenges with respect to (1) participant recruitment and retention, (2) intervention delivery and fidelity, (3) randomization and assessment, and (4) potential inadvertent treatment effects. PURPOSE: We describe the methods employed to address the challenges confronted in implementing PUPS. In this randomized controlled trial, we are assessing the efficacy of a complex, preventive intervention in reducing the incidence of, and costs associated with, the development of medically serious pressure ulcers in people with spinal cord injury. METHODS: Individuals with spinal cord injury recruited from RLANRC were assigned to either a 12-month preventive intervention group or a standard care control group. The primary outcome is the incidence of serious pressure ulcers with secondary endpoints including ulcer-related surgeries, medical treatment costs, and quality of life. These outcomes are assessed at 12 and 24 months after randomization. Additionally, we are studying the mediating mechanisms that account for intervention outcomes. RESULTS: PUPS has been successfully implemented, including recruitment of the target sample size of 170 participants, assurance of the integrity of intervention protocol delivery with an average 90% treatment adherence rate, and enactment of the assessment plan. However, implementation has been replete with challenges. To meet recruitment goals, we instituted a five-pronged approach customized for an underserved, ethnically diverse population. In intervention delivery, we increased staff time to overcome economic and cultural barriers to retention and adherence. To ensure treatment fidelity and replicability, we monitored intervention protocol delivery in accordance with a rigorous plan. Finally, we have overcome unanticipated assessment and design concerns related to (1) determining pressure ulcer incidence/severity, (2) randomization imbalance, and (3) inadvertent potential control group contamination. LIMITATIONS: We have addressed the most daunting challenges encountered in the recruitment, assessment, and intervention phases of PUPS. Some challenges and solutions may not apply to trials conducted in other settings. CONCLUSIONS: Overcoming challenges has required a multifaceted approach incorporating individualization, flexibility, and persistence, as well as the ability to implement needed mid-course corrections.

Integrating psychosocial and behavioral interventions into type 1 diabetes care.

PURPOSE OF REVIEW: To identify recent literature evaluating the efficacy of psychosocial and behavioral interventions for people with type 1 diabetes (T1D). RECENT FINDINGS: Interventions generally produce benefits for psychosocial and behavioral outcomes, and some also positively impact glycemia. Addressing psychosocial concerns during routine provider visits had mixed results; some studies found that structured tools improved well being, while others found they could derail conversations, or contribute to worsening glycemia due to a lack of time to review medical concerns. Integrating behavioral health providers in routine care, however, had a positive impact on glycemic outcomes. Stepped care interventions show promise for both children and adults, as they maximize available resources while contributing to improved well being. Group interventions, delivered either virtually or in-person, demonstrated benefits for diabetes distress, depressive symptoms, family conflict, and health behaviors, but had limited impact on positive parenting skills. Gaps in the current literature include limited research among adults and no research among older adults, as well as a lack of pragmatic research emphasizing implementation of effective interventions. SUMMARY: A wide range of interventions have demonstrated positive impacts on well being among people with T1D; more research is needed to identify strategies to routinely integrate psychosocial and behavioral support in clinical care.

Reliability and Validity of Ecological Momentary Assessment Response Time-Based Measures of Emotional Clarity: Secondary Data Analysis.

BACKGROUND: Emotional clarity has often been assessed with self-report measures, but efforts have also been made to measure it passively, which has advantages such as avoiding potential inaccuracy in responses stemming from social desirability bias or poor insight into emotional clarity. Response times (RTs) to emotion items administered in ecological momentary assessments (EMAs) may be an indirect indicator of emotional clarity. Another proposed indicator is the drift rate parameter, which assumes that, aside from how fast a person responds to emotion items, the measurement of emotional clarity also requires the consideration of how careful participants were in providing responses. OBJECTIVE: This paper aims to examine the reliability and validity of RTs and drift rate parameters from EMA emotion items as indicators of individual differences in emotional clarity. METHODS: Secondary data analysis was conducted on data from 196 adults with type 1 diabetes who completed a 2-week EMA study involving the completion of 5 to 6 surveys daily. If lower RTs and higher drift rates (from EMA emotion items) were indicators of emotional clarity, we hypothesized that greater levels (ie, higher clarity) should be associated with greater life satisfaction; lower levels of neuroticism, depression, anxiety, and diabetes distress; and fewer difficulties with emotion regulation. Because prior literature suggested emotional clarity could be valence specific, EMA items for negative affect (NA) and positive affect were examined separately. RESULTS: Reliability of the proposed indicators of emotional clarity was acceptable with a small number of EMA prompts (ie, 4 to 7 prompts in total or 1 to 2 days of EMA surveys). Consistent with expectations, the average drift rate of NA items across multiple EMAs had expected associations with other measures, such as correlations of r=-0.27 (P<.001) with depression symptoms, r=-0.27 (P=.001) with anxiety symptoms, r=-0.15 (P=.03) with emotion regulation difficulties, and r=0.63 (P<.001) with RTs to NA items. People with a higher NA drift rate responded faster to NA emotion items, had greater subjective well-being (eg, fewer depression symptoms), and had fewer difficulties with overall emotion regulation, which are all aligned with the expectation for an emotional clarity measure. Contrary to expectations, the validities of average RTs to NA items, the drift rate of positive affect items, and RTs to positive affect items were not strongly supported by our results. CONCLUSIONS: Study findings provided initial support for the validity of NA drift rate as an indicator of emotional clarity but not for that of other RT-based clarity measures. Evidence was preliminary because the sample size was not sufficient to detect small but potentially meaningful correlations, as the sample size of the diabetes EMA study was chosen for other more primary research questions. Further research on passive emotional clarity measures is needed.

Perception of Whole Day Workload as a Mediator Between Activity Engagement and Stress in Workers with Type 1 Diabetes.

Associations between various forms of activity engagement (e.g. work, leisure) and the experience of stress in workers have been widely documented. The mechanisms underlying these effects, however, are not fully understood. Our goal was to investigate if perceived whole day workload accounted for the relationships between daily frequencies of activities (i.e. work hours and leisure/rest) and daily stress. We analyzed data from 56 workers with type 1 diabetes (T1D) who completed approximately two weeks of intensive longitudinal assessments. Daily whole day workload was measured with an adapted version of the National Aeronautics and Space Administration Task Load Index (NASA-TLX). A variety of occupations were reported including lawyer, housekeeper, and teacher. In multilevel path analyses, day-to-day changes in whole day workload mediated 67% (p<.001), 61% (p<.001), 38% (p<.001), and 55% (p<.001) of the within-person relationships between stress and work hours, rest frequency, active leisure frequency, and day of week, respectively. Our results provided evidence that whole day workload perception may contribute to the processes linking daily activities with daily stress in workers with T1D. Perceived whole day workload may deserve greater attention as a possible stress intervention target, ones that perhaps ergonomists would be especially suited to address.

Young Adults with Type 1 Diabetes.

Young adults experience multiple developmental transitions across social, educational, vocational, residential, and financial life domains. These transitions are potential competing priorities to managing a chronic condition such as type 1 diabetes and can contribute to poor psychosocial and medical outcomes. In this narrative review, we describe population outcomes of young adult populations and the unique considerations associated with managing type 1 diabetes in young adulthood. We provide an overview of the current evidence-based strategies to improve care for young adults with type 1 diabetes and recommendations for future directions in the field.

Comparisons of Self-Report With Objective Measurements Suggest Faster Responding but Little Change in Response Quality Over Time in Ecological Momentary Assessment Studies.

Response times (RTs) to ecological momentary assessment (EMA) items often decrease after repeated EMA administration, but whether this is accompanied by lower response quality requires investigation. We examined the relationship between EMA item RTs and EMA response quality. In one data set, declining response quality was operationalized as decreasing correspondence over time between subjective and objective measures of blood glucose taken at the same time. In a second EMA study data set, declining response quality was operationalized as decreasing correspondence between subjective ratings of memory test performance and objective memory test scores. We assumed that measurement error in the objective measures did not increase across time, meaning that decreasing correspondence across days within a person could be attributed to lower response quality. RTs to EMA items decreased across study days, while no decrements in the mean response quality were observed. Decreasing EMA item RTs across study days did not appear problematic overall.

Conducting intervention research among underserved populations: lessons learned and recommendations for researchers.

Randomized controlled trials (RCTs) are considered the criterion standard in research design for establishing treatment efficacy. However, the rigorous and highly controlled conditions of RCTs can be difficult to attain when conducting research among individuals living with a confluence of disability, low socioeconomic status, and being a member of a racial/ethnic minority group, who may be more likely to have unstable life circumstances. Research on effective interventions for these groups is urgently needed, because evidence regarding approaches to reduce health disparities and improve health outcomes is lacking. In this methodologic article, we discuss the challenges and lessons learned in implementing the Lifestyle Redesign for Pressure Ulcer Prevention in Spinal Cord Injury study among a highly disadvantaged population. These issues are discussed in terms of strategies to enhance recruitment, retention, and intervention relevance to the target population. Recommendations for researchers seeking to conduct RCTs among socioeconomically disadvantaged, ethnically diverse populations are provided.