Medicine and Health Sciences Commons^™

Self-Regulation As A Protective Factor For Diabetes Distress And Adherence In Youth With Type 1 Diabetes During The Covid-19 Pandemic., Alison L Miller, Dana K. Albright Phd, Katherine W Bauer, Hurley O Riley, Marisa E Hilliard, Julie Sturza, Niko Kaciroti, Sharon L Lo, Katy M Clark, Joyce M Lee, Emily M Fredericks

Health Services and Informatics Research

OBJECTIVE: The COVID-19 pandemic increased economic, social, and health stressors for families, yet its impacts on families of youth with chronic conditions, such as type 1 diabetes (T1D), are not well understood. Self-regulation (SR)-or the capacities to control emotions, cognition, and behavior in response to challenge-is known to support T1D management and coping in the face of stress. Strong SR may have protected youth with T1D from the impacts of pandemic-related stressors. This study compared youth and parent emotional functioning and T1D management before and after the pandemic's onset in relation to family pandemic-related stress and youth SR.

METHODS: Parents …

"It's A Mess Sometimes": Patient Perspectives On Provider Responses To Healthcare Costs, And How Informatics Interventions Can Help Support Cost-Sensitive Care Decisions., Olivia K Richards, Bradley E Iott, Tammy Toscos, Jessica Pater, Shauna Wagner, Tiffany C Veinot

Health Services and Informatics Research

OBJECTIVE: We investigated patient experiences with medication- and test-related cost conversations with healthcare providers to identify their preferences for future informatics tools to facilitate cost-sensitive care decisions.

MATERIALS AND METHODS: We conducted 18 semistructured interviews with diverse patients (ages 24-81) in a Midwestern health system in the United States. We identified themes through 2 rounds of qualitative coding.

RESULTS: Patients believed their providers could help reduce medication-related costs but did not see how providers could influence test-related costs. Patients viewed cost conversations about medications as beneficial when providers could adjust medical recommendations or provide resources. However, cost conversations did not …

Neuropsychological Outcomes In Individuals With Type 1 And Type 2 Diabetes., Nathaniel M Putnam, Evan L Reynolds, Mousumi Banerjee, Kara Mizokami-Stout, Dana K. Albright Phd, Joyce Lee, Rodica Pop-Busui, Eva L Feldman, Brian C Callaghan

Health Services and Informatics Research

OBJECTIVE: To determine the prevalence of neuropsychological outcomes in individuals with type 1 diabetes compared to individuals with type 2 diabetes or without diabetes, and to evaluate the association of diabetes status and microvascular/macrovascular complications with neuropsychological outcomes.

PATIENTS AND METHODS: We used a nationally representative healthcare claims database of privately insured individuals (1/1/2001-12/31/2018) to identify individuals with type 1 diabetes. Propensity score matching was used as a quasi-randomization technique to match type 1 diabetes individuals to type 2 diabetes individuals and controls. Diabetes status, microvascular/macrovascular complications (retinopathy, neuropathy, nephropathy, stroke, myocardial infarction, peripheral vascular disease, amputations), and neuropsychological outcomes …

Perhaps It Was Too Soon: College Students' Reflections On The Timing Of Their Sexual Debut., Susan Sprecher, Lucia F O'Sullivan, Michelle Drouin, Julie Verette-Lindenbaum, Marion C Willetts

Health Services and Informatics Research

Early sexual debut has been a focus of social scientific research due to its association with adverse circumstances and negative outcomes. However, there has been a recent shift to considering not only chronological age, but also the degree to which the event is viewed to be optimally timed (i.e., the perception that it occurred at the "right time" versus too soon). The purpose of this study was to assess how individual/family background variables and contextual aspects of the experience (including partner and relationship aspects) are associated with both the actual age at sexual debut and the perceived acceptability of the …

Noninvasive Hemoglobin Level Prediction In A Mobile Phone Environment: State Of The Art Review And Recommendations., Kamrul Hasan Md, Masanul Aziz Md, Ishrak Islam Zarif Md, Mahmudul Hasan, Mma Hashem, Shion Guha Phd, Richard R Love, Sheikh Ahamed

Health Services and Informatics Research

BACKGROUND: There is worldwide demand for an affordable hemoglobin measurement solution, which is a particularly urgent need in developing countries. The smartphone, which is the most penetrated device in both rich and resource-constrained areas, would be a suitable choice to build this solution. Consideration of a smartphone-based hemoglobin measurement tool is compelling because of the possibilities for an affordable, portable, and reliable point-of-care tool by leveraging the camera capacity, computing power, and lighting sources of the smartphone. However, several smartphone-based hemoglobin measurement techniques have encountered significant challenges with respect to data collection methods, sensor selection, signal analysis processes, and machine-learning …

The Relationship Between Dark Triad Personality Traits And Sexting Behaviors Among Adolescents And Young Adults Across 11 Countries., Mara Morelli, Flavio Urbini, Dora Bianchi, Roberto Baiocco, Elena Cattelino, Fiorenzo Laghi, Piotr Sorokowski, Michal Misiak, Martyna Dziekan, Heather Hudson, Alexandra Marshall, Thanh Truc T Nguyen, Lauren Mark, Kamil Kopecky, René Szotkowski, Ezgi Toplu Demirtaş, Joris Van Ouytsel, Koen Ponnet, Michel Walrave, Tingshao Zhu, Ya Chen, Nan Zhao, Xiaoqian Liu, Alexander Voiskounsky, Nataliya Bogacheva, Maria Ioannou, John Synnott, Kalliopi Tzani-Pepelasi, Vimala Balakrishnan, Moses Okumu, Eusebius Small, Silviya Pavlova Nikolova, Michelle Drouin, Antonio Chirumbolo

Health Services and Informatics Research

BACKGROUND: Sexting is an increasingly common phenomenon among adolescents and young adults. Some studies have investigated the role of personality traits in different sexting behaviors within mainstream personality taxonomies like Big Five and HEXACO. However, very few studies have investigated the role of maladaptive personality factors in sexting. Therefore, the present study investigated the relationship between Dark Triad Personality Traits and experimental (i.e., sharing own sexts), risky (i.e., sexting under substance use and with strangers), and aggravated sexting (i.e., non-consensual sexting and sexting under pressure) across 11 countries.

METHODS: An online survey was completed by 6093 participants (Mage = 20.35; …

How Parents And Their Children Used Social Media And Technology At The Beginning Of The Covid-19 Pandemic And Associations With Anxiety., Michelle Drouin, Brandon T. Mcdaniel Phd, Jessica Pater, Tammy Toscos Phd

Health Services and Informatics Research

In this study, we examined parents' (n = 260) perceptions of their own and their children's use of social media and other types of communication technologies in the beginning stages of coronavirus disease 2019 (COVID-19) related sanctions (e.g., social distancing) in the United States. We also examined associations between social media and technology use and anxiety. On average, parents reported that both they and their children (especially teenagers aged 13-18) had increased technology and social media use since the beginning of social distancing. Moreover, even after controlling for demographic factors, structural equation models showed that parents and children with …

Consensual Sexting Among College Students: The Interplay Of Coercion And Intimate Partner Aggression In Perceived Consequences Of Sexting., Tara L Cornelius, Kathryn M Bell, Tylor Kistler, Michelle Drouin

Health Services and Informatics Research

Recent empirical data suggests that the majority of adolescents and emerging adults utilize digital technology to engage with texting and social media on a daily basis, with many using these mediums to engage in sexting (sending sexual texts, pictures, or videos via digital mediums). While research in the last decade has disproportionately focused on the potential risk factors and negative consequences associated with sexting, the data are limited by failing to differentiate consensual from non-consensual sexting and account for potential influences of intimate partner aggression (IPA) and sexting coercion in these contexts. In the current study, we assessed the positive …

The Role Of Parent Self-Regulation In Youth Type 1 Diabetes Management., Katherine W Bauer, Marisa E Hilliard, Dana K. Albright Phd, Sharon L Lo, Emily M. Fredericks, Alison L Miller

Health Services and Informatics Research

PURPOSE OF REVIEW: Youth with strong self-regulation (SR), or the ability to manage thoughts, emotions, and behaviors, engage in more effective type 1 diabetes (T1D) management. However, while parent support and engagement are critical to ensuring positive youth T1D outcomes, it is rarely considered that parents' SR may also influence youth T1D management. If this is the case, novel interventions to improve parents' SR or ensure adequate support for parents with SR challenges offer great potential to improve family functioning and youth T1D management.

RECENT FINDINGS: Theoretical and preliminary empirical evidence suggests that parental SR impacts family processes that support …

Adolescent Interventions To Manage Self-Regulation In Type 1 Diabetes (Aims-T1d): Randomized Control Trial Study Protocol., Alison L Miller, Sharon L Lo, Dana K. Albright Phd, Joyce M Lee, Christine M Hunter, Katherine W Bauer, Rosalind King, Katy M Clark, Kiren Chaudhry, Niko Kaciroti, Benjamin Katz, Emily M Fredericks

Health Services and Informatics Research

BACKGROUND: Self-regulation (SR), or the capacity to control one's thoughts, emotions, and behaviors in order to achieve a desired goal, shapes health outcomes through many pathways, including supporting adherence to medical treatment regimens. Type 1 Diabetes (T1D) is one specific condition that requires SR to ensure adherence to daily treatment regimens that can be arduous and effortful (e.g., monitoring blood glucose). Adolescents, in particular, have poor adherence to T1D treatment regimens, yet it is essential that they assume increased responsibility for managing their T1D as they approach young adulthood. Adolescence is also a time of rapid changes in SR capacity …

Passive Sensing Of Mobile Media Use In Children And Families: A Brief Commentary On The Promises And Pitfalls., Brandon T. Mcdaniel Phd

Health Services and Informatics Research

No abstract provided.

Visualization Of Cardiac Implantable Electronic Device Data For Older Adults Using Participatory Design., Ryan Ahmed, Tammy Toscos Phd, Romisa Rohani Ghahari, Richard J Holden, Elizabeth Martin, Shauna Wagner, Carly Daley, Amanda Coupe, Michael Mirro Md

Health Services and Informatics Research

Patients with heart failure (HF) are commonly implanted with cardiac resynchronization therapy (CRT) devices as part of their treatment. Presently, they cannot directly access the remote monitoring (RM) data generated from these devices, representing a missed opportunity for increased knowledge and engagement in care. However, electronic health data sharing can create information overload issues for both clinicians and patients, and some older patients may not be comfortable using the technology (i.e., computers and smartphones) necessary to access this data. To mitigate these problems, patients can be directly involved in the creation of data visualization tailored to their preferences and needs, …

Selection Biases In Technology-Based Intervention Research: Patients' Technology Use Relates To Both Demographic And Health-Related Inequities., Tammy Toscos Phd, Michelle Drouin, Jessica Pater, Mindy Flanagan, Rachel Pfafman, Michael Mirro Md, Facc, Fhrs, Faha

Health Services and Informatics Research

OBJECTIVE: Researchers conduct studies with selection biases, which may limit generalizability and outcomes of intervention research. In this methodological reflection, we examined demographic and health characteristics of implantable cardioverter defibrillator patients who were excluded from an informatics intervention due to lack of access to a computer and/or the internet.

MATERIALS AND METHODS: Using information gathered from surveys and electronic health records, we compared the intervention group to excluded patients on demographic factors, computer skills, patient activation, and medical history.

RESULTS: Excluded patients were older, less educated, less engaged and activated in their health, and had worse health (ie, more medical …

Cross-Day Influences Between Couple Closeness And Coparenting Support Among New Parents., Yunying Le, Steffany J Fredman, Brandon T. Mcdaniel Phd, Jean-Philippe Laurenceau, Mark E Feinberg

Health Services and Informatics Research

The couple and coparenting relationships are demonstrated to be prospectively and bidirectionally associated over months to years during the early parenting years. However, little is known about these associations at the daily level within the first year of parenthood, when coparenting first emerges. The goal of the current study was to examine the association between couples' daily feelings of relationship closeness and coparenting support in first-time parents and determine directionality of these effects using a dyadic daily diary design. At 10 months postpartum, heterosexual couples (

Technoference: Longitudinal Associations Between Parent Technology Use, Parenting Stress, And Child Behavior Problems., Brandon T. Mcdaniel Phd, Jenny S Radesky

Health Services and Informatics Research

BACKGROUND AND OBJECTIVES: Heavy parent digital technology use has been associated with suboptimal parent-child interactions and internalizing/externalizing child behavior, but directionality of associations is unclear. This study aims to investigate longitudinal bidirectional associations between parent technology use and child behavior, and understand whether this is mediated by parenting stress.

METHODS: Participants included 183 couples with a young child (age 0-5 years, mean = 3.0 years) who completed surveys at baseline, 1, 3 and 6 months. Cross-lagged structural equation models of parent technology interference during parent-child activities, parenting stress, and child externalizing and internalizing behavior were tested.

RESULTS: Controlling for potential …

Technoference: Parent Distraction With Technology And Associations With Child Behavior Problems., Brandon T. Mcdaniel Phd, Jenny S Radesky

Health Services and Informatics Research

Heavy parent digital technology use has been associated with suboptimal parent-child interactions, but no studies examine associations with child behavior. This study investigates whether parental problematic technology use is associated with technology-based interruptions in parent-child interactions, termed "technoference," and whether technoference is associated with child behavior problems. Parent reports from 170 U.S. families (child age = 3.04 years) and actor-partner interdependence modeling showed that maternal and paternal problematic digital technology use predicted greater technoference in mother-child and father-child interactions; then, maternal technoference predicted both mothers' and fathers' reports of child externalizing and internalizing behaviors. Results suggest that technological interruptions are …

Systematic Review Of Smartphone-Based Passive Sensing For Health And Wellbeing., Victor P. Cornet Ms, Richard J. Holden

Health Services and Informatics Research

OBJECTIVE: To review published empirical literature on the use of smartphone-based passive sensing for health and wellbeing.

MATERIAL AND METHODS: A systematic review of the English language literature was performed following PRISMA guidelines. Papers indexed in computing, technology, and medical databases were included if they were empirical, focused on health and/or wellbeing, involved the collection of data via smartphones, and described the utilized technology as passive or requiring minimal user interaction.

RESULTS: Thirty-five papers were included in the review. Studies were performed around the world, with samples of up to 171 (median n = 15) representing individuals with bipolar disorder, …

Sexting Among Married Couples: Who Is Doing It, And Are They More Satisfied?, Brandon T. Mcdaniel Phd, Michelle Drouin

Health Services and Informatics Research

This study examined the prevalence and correlates of sexting (i.e., sending sexual messages via mobile phones) within a sample of married/cohabiting couples (180 wives and 175 husbands). Married adults do sext each other, but it is much less common than within young adult relationships, and consists mainly of sexy or intimate talk (29% reported engaging in sexy talk with partners) rather than sexually explicit photos or videos (12% reported sending nude or nearly-nude photos). Sending sexy talk messages was positively related to relationship satisfaction only among those with high levels of avoidance, and sending sexually explicit pictures was related to …

Patient-Centered Appointment Scheduling Using Agent-Based Simulation., Ayten Turkcan, Tammy Toscos Phd, Brad N Doebbeling

Health Services and Informatics Research

Enhanced access and continuity are key components of patient-centered care. Existing studies show that several interventions such as providing same day appointments, walk-in services, after-hours care, and group appointments, have been used to redesign the healthcare systems for improved access to primary care. However, an intervention focusing on a single component of care delivery (i.e. improving access to acute care) might have a negative impact other components of the system (i.e. reduced continuity of care for chronic patients). Therefore, primary care clinics should consider implementing multiple interventions tailored for their patient population needs. We collected rapid ethnography and observations to …

Integrating An Automated Diabetes Management System Into The Family Management Of Children With Type 1 Diabetes: Results From A 12-Month Randomized Controlled Technology Trial., Tammy Toscos Phd, Stephen W Ponder, Barbara J Anderson, Mayer B Davidson, Martin L Lee, Elaine Montemayor-Gonzalez, Patricia Reyes, Eric Link, Kevin L Mcmahon

Health Services and Informatics Research

OBJECTIVE: The study objective was to evaluate how the use of a pervasive blood glucose monitoring (BGM) technology relates to glycemic control, report of self-care behavior, and emotional response to BGM of children with type 1 diabetes and their parents.

RESEARCH DESIGN AND METHODS: Forty-eight children aged less than 12 years (mean 8.8 years) with type 1 diabetes were randomly assigned to one of two study groups, a control group (conventional care without technology) or an experimental group (conventional care with technology), and followed for 12 months. Families in the experimental group were given the Automated Diabetes Management System (ADMS), …