The Cyborg Method: A Method to Identify Fraudulent Responses from Crowdsourced Data.

Crowdsourcing is an essential data collection method for psychological research. Concerns about the validity and quality of crowdsourced data persist, however. A recent documented increase in the number of invalid responses within crowdsourced data has highlighted the need for quality control measures. Although a number of approaches are recommended, few have been empirically evaluated. The present study evaluated a Cyborg Method that used automated evaluation of participant meta-data and a review of short answer responses. Two samples were recruited - in the first, the Cyborg Method was applied after data collection to gauge the extent to which invalid responses were collected when a priori quality controls were absent. In the second, the Cyborg Method was applied during data collection to determine if the method would proactively screen invalid responses. Results suggested that Cyborg Method identified a substantial portion of invalid responses and both automated and human evaluation components was necessary. Furthermore, the Cyborg Method could be applied proactively to screen invalid responses and substantially reduced the per participant cost of data collection. These results suggest that the Cyborg Method is a promising means by which to collect high quality crowdsourced data.

Positive Emotion Is Associated with Attentional Focus on Physical Activity and Eating in Adolescents: A Daily Diary Study.

BACKGROUND: There are emerging data linking positive emotion to health behaviors, yet the self-regulatory processes underlying this link are understudied. The purpose of the current study was to examine the associations between daily positive emotion and daily attentional focus on physical activity and overeating as well as the moderating role of trait positive emotion arousal recovery. METHOD: Adolescents (N = 47) aged 11 to 17 completed a baseline measure of their perceived positive emotion arousal regulation and a 7-day diary about their positive emotion and attentional focus. RESULTS: Both within-person increases in and greater average daily approach-oriented positive emotion were associated with greater daily attentional focus on physical activity and overeating. Quicker perceived trait approach-oriented positive emotion arousal recovery dampened the association between within-person increases in daily approach-motivated positive emotion and daily attentional focus on overeating but not physical activity. CONCLUSION: Positive emotion can elicit a narrowing of attentional focus towards emotionally salient health behavior. Future studies should examine the full mechanistic pathway linking positive emotion to health behavior via attentional focus and arousal recovery.

Intervention impact on the perceived emotion regulation repertoire of adolescents at-risk for risky sexual behaviors.

Recent calls have been made to evaluate the range, rather than the frequency of use, of strategies within adolescents' emotion regulation repertoire. It is unknown whether an emotion regulation intervention may increase adolescents' emotion regulation repertoire. To examine the direct effect of an emotion regulation intervention on adolescents' perceived emotion regulation repertoire from baseline to immediately postintervention, when controlling for baseline problems with emotional awareness and participant sex. Seventh-grade students (N = 420) participated in a 6-week emotion regulation and sexual health promotion randomized control trial. Adolescent-report measures of emotion regulation and problems with emotional awareness were collected. On average, adolescents used one additional strategy after completing the intervention; they endorsed using four (out of eight) strategies at baseline and five strategies immediately after the intervention. Emotion regulation interventions may expand adolescents' repertoire. Future research should explore whether such expansion may guide downstream effects on psychosocial functioning and prevent health risk behaviors. (PsycInfo Database Record (c) 2023 APA, all rights reserved).

A biobehavioural and social-structural model of inflammation and executive function in pediatric chronic health conditions.

ABSTRACTEvidence indicates that pediatric chronic health conditions (CHCs) often impair executive functioning (EF) and impaired EF undermines pediatric CHC management. This bidirectional relationship likely occurs due to biobehavioural and social-structural factors that serve to maintain this feedback loop. Specifically, biobehavioural research suggests that inflammation may sustain a feedback loop that links together increased CHC severity, challenges with EF, and lower engagement in health promoting behaviours. Experiencing social and environmental inequity also maintains pressure on this feedback loop as experiencing inequities is associated with greater inflammation, increased CHC severity, as well as challenges with EF and engagement in health promoting behaviours. Amidst this growing body of research, a model of biobehavioural and social-structural factors that centres inflammation and EF is warranted to better identify individual and structural targets to ameliorate the effects of CHCs on children, families, and society at large. This paper proposes this model, reviews relevant literature, and delineates actionable research and clinical implications.

Parental marital relationship satisfaction is associated with glycemic outcomes in children with type 1 diabetes.

Objectives: We hypothesized that glycemic outcomes in children with type 1 diabetes are linked to marital satisfaction of primary caregivers above and beyond parent neuroticism and child effortful control. Methods: We evaluated a cross-sectional sample of 73 married parent families with a child (ages 7-18 years) with type 1 diabetes of at least 2 years duration. We assessed marital relationship satisfaction, parent neuroticism, and child effortful control through the use of validated questionnaires. We used univariate comparisons and multivariable models to determine whether marital relationship satisfaction was associated with hemoglobin A1c [HbA1c] and whether this association persisted after adjusting for demographic factors and parent neuroticism/child effortful control. Results: In univariate analyses, HbA1c was associated with marital relationship satisfaction of the primary caregiver. In multivariable models adjusting for demographic factors, marital satisfaction remained associated with HbA1c, whereas none of the other factors tested (including family income and race/ethnicity) retained significance. In univariate analyses, child effortful control was also associated with HbA1c. When child effortful control was added to the multivariable model, marital satisfaction remained associated with HbA1c with similar coefficient and confidence intervals describing the relationship between marital satisfaction and hemoglobin A1c. Conclusions: Higher levels of marital satisfaction of the primary diabetes caregiver are associated with glycemic outcomes for children with type 1 diabetes. Interventions to improve spousal relationships may have downstream benefits that could include promoting more optimal child HbA1c levels.

Applying Behavioral Economics Theories to Interventions for Persons with Diabetes.

PURPOSE OF REVIEW: To introduce behavioral economics (BE), provide a description of how recent prevention and treatment interventions in persons with diabetes have incorporated BE in their intervention strategies, and discuss how BE could be used to inform new treatments for the clinical setting or research. RECENT FINDINGS: In most of the trials described, researchers incorporated BE into their design in the form of incentives, which can align with present bias, optimism bias, and loss aversion. With only two exceptions, these trials reported preliminary support for using incentives to promote lifestyle modifications and diabetes-related tasks. Additionally, two trials reported promising results for behavior change strategies informed by default bias, while three trials reported promising results for behavior change strategies informed by social norms. Recent trials incorporating BE in prevention and treatment interventions for persons with diabetes generally report promising results, though gaps exist for research and clinical deployment.

A Digital Health Program Targeting Physical Activity Among Adolescents With Overweight or Obesity: Open Trial.

BACKGROUND: Prior studies suggest that mobile health physical activity programs that provide only weekly or daily text-based health coaching evidence limit the efficacy in improving physical activity in adolescents with overweight or obesity. It is possible that incentives, combined with health coaching and daily feedback on goal success, may increase program efficacy; however, such programs have not yet been tested with adolescents with overweight and obesity. OBJECTIVE: This study aims to examine the feasibility and acceptability of a 12-week, incentive-based, mobile health physical activity program with text-based health coaching, goal setting, and self-monitoring for adolescents with overweight or obesity. Program adherence and changes in tracked physical activity (ie, steps and active minutes while wearing a Fitbit [Google LLC]), body mass, and body fat are assessed. METHODS: A total of 28 adolescents aged 13 to 18 years with a BMI ≥90th percentile participated in the program. Of the 28 participants, 2 (7%) were lost to follow-up; thus, data from 26 (93%) participants were used in analyses. RESULTS: Participant-reported acceptability was high, with all mean ratings of text-based coaching, Fitbit use, and the overall program being >5 on a 7-point scale. In addition, 85% (23/26) of participants reported that they would like to continue to wear the Fitbit. Program adherence was also high, as participants wore the Fitbit on 91.1% (SD 12.6%) of days on average and met their weekly goals for an average of 7 (SD 3.5) of 11 possible weeks. There were no demographic (ie, sex, age, and baseline body mass) differences in the percentage of days participants wore their Fitbit. Across the 12-week study, there were significant improvements in tracked daily active minutes (P=.006) and steps (P<.001) and significant pre- to posttest improvements in body fat percentage (P=.04). CONCLUSIONS: The pilot program improved adolescent physical activity and physical health. A larger factorial design trial with adaptive daily goals may clarify the role of each program component in driving physical activity.

Daily Associations Between Positive Emotion and Obesity-Related Behaviors and Their Interconnections Within Adolescent-Caregiver Dyads.

Background Greater overall positive emotion has been linked with increased physical activity and overeating. High approach positive emotions (HAPEs), a subtype of positive emotion, are theorized to facilitate this goal-driven behavior. However, the day-to-day associations of HAPE and physical activity and overeating, including both at the individual level and within caregiver-adolescent dyads, remain unknown. Purpose We examined the independent and dyadic associations between HAPE (positive emotions that occur pregoal and motivate individuals toward approaching/acting upon that motive) and obesity-related behaviors, including physical activity and overeating, in adolescents and their primary caregivers. Methods Adolescents (N = 47) aged 11-17 and their caregivers completed demographic questions and a 7-day diary at the end of each day about daily emotion, and physical activity and overeating behaviors. Results For adolescents and their caregivers, increased day-to-day fluctuations in HAPE and greater average HAPE was associated with increases in their own daily physical activity levels. Greater average caregiver HAPE was also associated with increased overeating in caregivers. When examining interdependency within dyads, greater average caregiver HAPE was associated with greater adolescent overeating behavior. Conclusions There is evidence that HAPE is related to obesity-related health promoting behaviors and health risk behaviors in adolescence and adulthood. Future studies should further explore mechanisms underlying these associations, including within the family system.

Habit and diabetes self-management in adolescents with type 1 diabetes.

OBJECTIVE: The development of habit (i.e., behavioral automaticity, the extent to which a behavior is performed with decreased thresholds for time, attention [effort], conscious awareness, and goal dependence), for goal-directed health behaviors facilitates health behavior engagement in daily life. However, there is a paucity of research examining automaticity for Type 1 diabetes self-management in adolescence. This study examined if greater perceived automaticity for diabetes self-management was associated with increased daily self-management, decreased daily self-regulation failures in glucose checking, and more optimal daily glycemic levels in adolescents with Type 1 diabetes. METHOD: Adolescents aged 13-17 and diagnosed with Type 1 diabetes (n = 79) completed the Self-Report Behavioral Automaticity Index, a measure of automaticity of diabetes self-management (i.e., automaticity of glucose checking, carbohydrate counting, and insulin dosing), and a measure of perceived self-management at baseline. One to 3 months later, a subsample of teens (n = 42) also completed a daily diary for a 7-day period including perceptions of daily self-management, daily self-regulation failures in glucose checking, and daily glucose levels. RESULTS: Greater overall automaticity of diabetes self-management was associated with greater baseline and daily self-management, fewer daily self-regulation failures in glucose checking, and lower average daily mean blood glucose levels but not more optimal daily variations in blood glucose levels. CONCLUSIONS: Greater automaticity for diabetes self-management may support more optimal daily diabetes self-management in adolescence. Further research is needed to clarify the benefits and mechanisms of automaticity and explore possible interventions. (PsycInfo Database Record (c) 2022 APA, all rights reserved).

The role of COVID-19 fears and related behaviors in understanding daily adolescent health behaviors during the pandemic.

We examined the prospective associations of COVID-19 fears and behavior, and daily physical activity and dysregulated eating. Adolescents (N = 31) aged 11-17 completed selected subscales of the Fear of Illness and Virus Evaluation and completed a 7-day health behavior diary. Greater fear of contamination was associated with lower daily physical activity. In contrast, greater COVID-19 precautionary behavior was associated with greater daily physical activity. COVID-19 fears and precautionary behaviors have differential associations with health promoting behavior engagement. Future studies should explore the mechanisms underlying these links to guide adaptation of health behavior interventions for this unique cohort.

The separation in coordination between social- and self-regulation for emerging adults with type 1 diabetes.

To examine how self-regulation and social-regulation surrounding type 1 diabetes (T1D) management are coordinated during early emerging adulthood and whether classes of coordination relate to HbA1c and executive functioning (EF). Emerging adult participants (N = 212) with T1D (M age = 18.8 years, SD = .40) completed a 14-day diary to capture components of self-regulation and social-regulation. A mixture multi-level latent coordination model first determined the separate but coordinated factor structure of self- and social-regulation, then determined the number of distinct classes of coordination and how those classes linked to HbA1c and EF. The best-fitting model included three coordinative factors (self, mother, and father) of regulation and two distinct classes. The class with lower HbA1c and higher EF had more stable self- and social-regulation, more connections between self- and social-regulation and reflected more adaptive patterns, consistent with medical management goals. Social connection with parents may aid in regulation during this at-risk transitional time of emerging adulthood.

Qualitative Assessment of Emotion Regulation Strategies for Prevention of Health Risk Behaviors in Early Adolescents.

The ability to regulate emotions has been linked to a variety of adolescent health risk behaviors, including sexual risk behaviors, especially for adolescents who are experiencing mental health symptoms. However, there is limited information available on intuitive emotion regulation strategies for early adolescents with mental health symptoms to facilitate the adaptation of emotion regulation interventions for psychopathology to health risk behavior prevention. For example, interventions to prevent sexual risk behaviors in early adolescence have yet to specifically target emotion regulation. This paper describes the use of focus groups to identify emotion regulation strategies that were understood by and acceptable to early adolescents with mental health symptoms who are also more likely to engage in risky health behaviors. Qualitative data were collected through focus groups (k=5 groups) with 15 early adolescents with mental health symptoms. The most commonly generated emotion regulation strategies were leaving the situation, distraction, physical release, expressing oneself to someone, positive thinking, and considering other options. Translation of these findings for use in preventive health-risk behavior interventions (including for sexual risk) is discussed.

Adolescent Emotional Control Moderates Benefits of a Multicomponent Intervention to Improve Type 1 Diabetes Adherence: A Pilot Randomized Controlled Trial.

Objective: We previously tested via randomized controlled trial a novel intervention for adolescents with type 1 diabetes and above-target glycemic control that combined web-delivered incentives for self-monitoring of blood glucose (SMBG) and brief web counseling with working memory training and parental contingency contracting training. Results showed improved SMBG and decreased glycosylated hemoglobin (HbA1c) at 6- and 12-month follow-ups. However, it has not been elucidated if improvements in SMBG mediated the immediate benefits of this treatment on HbA1c nor if this intensive intervention uniquely benefited a subgroup of adolescents with higher problems in emotional control. Methods: Adolescents with type 1 diabetes and above-target glycemic control (n = 61) were randomized to receive the 6-month intervention (n = 30) or usual care (n = 31). Adolescents completed the Behavior Rating Inventory of Executive Function-Self-Report, problems with emotional control subscale at baseline, and provided meter downloads to assess frequency of SMBG and completed an HbA1c blood draw at baseline and 6 months later. Results: At 6-month follow-up, improvements in SMBG mediated the effects of receiving the treatment on having lower average HbA1c. Further, problems in emotional control moderated the benefits of the intervention on improvements in SMBG and in turn HbA1c. Only adolescents with above average problems in emotional control evidenced improvements in SMBG in response to treatment, which then explained lower HbA1c levels at 6-month follow-up. Conclusions: This multicomponent, web-delivered intervention provided unique benefits for improving SMBG and lowering HbA1c in teens with higher problems in emotional control.

A Web-Delivered Multicomponent Intervention for Adolescents with Poorly Controlled Type 1 Diabetes: A Pilot Randomized Controlled Trial.

Background: Type 1 diabetes is associated with significant mortality and economic cost. Management of type 1 diabetes involves completing multiple daily adherence behaviors, and many adolescents struggle with self-management and show poor glycemic control. Purpose: The purpose was to conduct an unblinded pilot randomized controlled parallel-group study of a web-delivered multicomponent intervention targeting self-monitoring of blood glucose, working memory, and parent supervision of diabetes care among adolescents with type 1 diabetes. Intervention components included high magnitude incentives for adolescents and parents, motivational and cognitive behavioral therapy and working memory training for adolescents, and training in contingency contracting for parents. Methods: Adolescents (N = 114) with poorly controlled type 1 diabetes were screened, and N = 61 were randomized using minimum likelihood allocation to usual care (usual care, N = 31) or to a 25-week/15-session web-delivered intervention (WebRx, N = 30). Results: At the end of treatment, adolescents in WebRx had higher self-monitoring of blood glucose (d = 0.58) (primary outcome), better visual spatial working memory (d = 0.48) and inhibition (d = 0.98), and lower HbA1c (d = 0.45) than those in usual care. WebRx parents reported more frequent review of the adolescent's glucometer (d = 1.30) and reduced family conflict (d = 0.56). Between-condition differences were maintained 6 months later in self-monitoring of blood glucose (d = 0.42), visual spatial working memory (d = 0.76), family conflict (d = 0.50), and HbA1c (d = 0.44). Conclusions: Results showing sustained effects on self-monitoring of blood glucose and HbA1c support moving forward with a larger trial to test this innovative web-delivered and multicomponent intervention. ClinicalTrials.gov Number (NCT01722643).

Executive Function Predicting Longitudinal Change in Type 1 Diabetes Management During the Transition to Emerging Adulthood.

OBJECTIVE: The objective of this study was to examine 1) whether teens' glycemic control and adherence to type 1 diabetes treatment regimen worsen during the transition from late adolescence to emerging adulthood, and 2) whether teens' executive function (EF), as measured by performance and self-reported problems with EF, is predictive of these changes (after controlling for general intelligence). RESEARCH DESIGN AND METHODS: High school seniors with type 1 diabetes (N = 236; mean age 17.74 years) were assessed at three yearly time points. At baseline, during the senior year of high school, participants completed a self-report measure of problems with EF and performance-based measures of EF and general intelligence (IQ). Glycemic control was determined on the basis of results collected from HbA1c assay kits, and teens reported their adherence at all three time points. RESULTS: HbA1c increased significantly across the three time points and adherence declined. EF performance was not associated with adherence or HbA1c at baseline, nor with changes in adherence over time. However, better EF performance predicted slower increases in HbA1c over time (i.e., slope) while controlling for IQ. Teens' self-reported problems with EF were associated with worse glycemic control and poorer adherence at baseline (i.e., intercept), but they did not predict changes in either HbA1c or adherence over time (i.e., slope). CONCLUSIONS: Abilities involved in performance on EF tests may be one resource for maintaining better glycemic control during the transition to emerging adulthood. Assessment of such EF abilities may allow for the identification of individuals who are most at risk for deterioration of glycemic control during this transition.

Delay discounting associated with challenges to treatment adherence and glycemic control in young adults with type 1 diabetes.

INTRODUCTION: Many young adults with type 1 diabetes (T1D) face challenges in adherence to self-management practices and have above-target HbA1c. Poorer decision-making skills, indicated by greater delay discounting, may be linked to these factors. METHODS: An online survey using social media ads targeted young adults aged 18-26 with T1D. Participants completed the Self-Care Inventory and the 5-trial delay discounting task and self-reported their last HbA1c value. RESULTS: Discounting was significantly associated with treatment adherence (r = -.14, p < .05) and HbA1c (r  = .18, p <  .01). Adherence was also associated with HbA1c (r = -.26, p < .01). In a hierarchical regression, adding discounting explained significant additional variance in HbA1c after controlling demographics (F(1, 257) = 3.99, p <  .05); adding adherence next explained significant additional variance in HbA1c (F(1, 256) = 12.96, p <  .01). In the final model, adherence significantly explained HbA1c variance (ß = -.21, p <  .01). DISCUSSION: These results expand the literature on cognitive factors and glycemic control among patients with T1D. Factors like delay discounting represent potentially modifiable risk factors targetable through interventions.

Problems With Self-Regulation, Family Conflict, and Glycemic Control in Adolescents Experiencing Challenges With Managing Type 1 Diabetes.

Objective: This study explored the associations between problems with self-regulation and glycemic control (HbA1c) in teens experiencing challenges with managing type 1 diabetes by examining greater diabetes-related family conflict and poorer adherence as serial mediators of the link between greater problems with self-regulation and higher HbA1c. Methods: Teens experiencing challenges with managing type 1 diabetes (n = 93, HbA1c ≥8%, 96% White, 57% male) completed an HbA1c test, and their parents completed assessments including measures of adherence and family conflict related to diabetes management during an intake for a larger Web-based intervention study or fMRI study. Teen problems with self-regulation were indexed the Child Behavior Checklist using the dysregulation profile. Results: Bivariate correlations found significant associations between greater problems with self-regulation, greater family conflict about diabetes management, poorer adherence, and higher HbA1c. However, only greater family conflict, and not adherence, significantly explained the association between greater self-regulation problems and higher HbA1c. Conclusions: These findings suggest that among teens experiencing challenges with managing type 1 diabetes, interventions that decrease family conflict may be critical to promoting optimal glycemic control in those teens with greater problems with self-regulation.

Delay discounting and parental monitoring in adolescents with poorly controlled type 1 diabetes.

In a sample of adolescents with poorly controlled type 1 diabetes, this study examined if delay discounting, the extent to which individuals prefer immediate over delayed rewards, was associated with severity of non-adherence and poor glycemic control, and if parental monitoring of diabetes management moderated those associations. Sixty-one adolescents (M age = 15.08 years, SD 1.43) with poorly controlled type 1 diabetes completed a delayed discounting task and an HbA1c blood test. Adherence was assessed via self-monitoring of blood glucose (SMBG) data from adolescents' glucometers. Parents completed a parental monitoring questionnaire. Greater delay discounting was associated with higher HbA1c, but not SMBG. Direct parent observation of diabetes tasks, but not indirect parental monitoring, moderated the link between greater delay discounting and higher HbA1c, with higher direct parent observation buffering the link between greater discounting and poorer glycemic control. Delay discounting may be a target for future interventions to improve HbA1c in youth with type 1 diabetes.

Mother, father, and adolescent self-control and adherence in adolescents with Type 1 diabetes.

This study explored whether shared self-control across a family system, including adolescent, mother, and father self-control, as well as the interaction of mother and father self-control, was associated with ease of completing adherence tasks and the completion of adherence behaviors related to the Type 1 diabetes (T1D) regimen. One hundred thirty-seven adolescents (M = 13.48 years), mothers, and fathers completed a self-report measure of self-control, while adolescents also self-reported on ease of completing adherence tasks and the frequency with which they completed adherence tasks. Higher adolescent, mother, father, and the interaction of mother and father self-control were each associated with greater adolescent perceptions of ease of completing adherence tasks. Also, greater adolescent perception of ease of adherence mediated the association of higher adolescent, father, and the interaction of mother and father self-control on more frequent adherence behaviors. The results are consistent with the idea that family members may share the load of self-control within the family system. The results point to the importance of assessing and intervening within the entire family system to support improved quality of life and better adherence to the medical regimen in adolescents with Type 1 diabetes. (PsycINFO Database Record