Parents' Desire to Change Phone Use: Associations with Objective Smartphone Use and Feelings About Problematic Use and Distraction.

We examined objective smartphone use (via a mobile sensing application) and self-reported desire to change phone use among a sample of 268 U.S. parents of infants. Using the Transtheoretical Stages of Change model as a conceptual foundation, we contextualized their attitudes and behaviors and explored how phone use and desire to change relate to perceptions of distraction and problematic phone use around their child. Latent profile analysis of parents' precontemplation, contemplation, and action scores revealed two classes-precontemplators (15%) and contemplators (85%). Contemplators-those considering or desiring change-showed more bedtime phone use and general social networking than precontemplors; however, there were no significant differences between groups on other objective use measures (e.g., total daily duration of phone use, phone use around child, etc.). Contemplators also showed greater perceptions of problematic use around their child and parenting distraction. Moreover, parents' problematic use and distraction were predictive of higher contemplation scores, even after controlling for demographic and objective phone use variables. Taken together, these results suggest that perceptions of phone use as problematic may be more important than actual phone habits, especially total phone use duration, for desire to change. Suggestions for future research and intervention are provided.

Piloting a Peer Support Program for Patients Who Screen Positive for Intimate Partner Violence, Suicidal Ideation, and Depression.

Peer support programs have been utilized for a variety of mental-health-related needs, including suicidality and depression. In this pilot program, we developed a peer support network to address multimorbidity involving intimate partner violence (IPV), suicidal ideation, and depression. Over one year, our Suicide Obviation Support (SOS) navigators enrolled and provided at-elbow support to 108 patients (67.6% women) who screened positive for IPV, many of whom also screened at moderate or high risk for suicidality (64.8%) and/or exhibited depression symptoms. At a 6-month follow-up, 63 participants (58.3%) were retained. Those who stayed enrolled in the program for six months were less likely to report IPV and depression symptoms and were at a lower risk for suicide than the original sample, and analyses showed that IPV, depression, and suicide risk scores declined significantly in this group. The SOS navigators provided direct support and continuity of care for these high-risk patients, which included referrals to mental health treatment and other types of support services, such as transportation and emergency housing. This program provides a model for healthcare systems that desire to implement peer support programs servicing individuals who face multiple, acute mental health care needs.

An exploration of marks/injuries related to BDSM sexual experiences.

Background: Despite its growing prevalence, BDSM practice (bondage, discipline, dominance, submission, and sadomasochism) is still stigmatized, and little is known about the physical marks and injuries that individuals sustain from consensual BDSM-related activities. Aim: In this exploratory study, we examined BDSM sexual experiences and the physical marks and injuries resulting from these experiences in a convenience sample of 513 US adults. Methods: We examined the extent to which individuals at various stages of BDSM exploration engage with different types of BDSM and kink behaviors, along with the frequency with which they communicate about, inflict, and receive physical marks from these activities. Outcomes: Our main outcome measures were intentional and unintentional marks sustained from BDSM-related activities, BDSM experiences, and the use of safe words. Results: Results revealed that BDSM marks and injuries are common and quite varied (from small scratches to very large bruises) and unintentional and intentional marks differ in terms of typical size, place on body, and severity of injury. Additionally, BDSM experience is positively associated with the use of safe words and marking behaviors. Clinical Translation: Disclosure of marks and injuries, intentional and unintentional, may be improved if health care providers are aware of, and make efforts to reduce stigma surrounding, BDSM and rough sex activity. Strengths and Limitations: The findings of this study must be interpreted with acknowledgment of the limitations that it was a survey study with a convenience sample. However, as one of the few studies exploring the marks and injuries sustained from BDSM activities, the exploration of intentional and unintentional marks sustained provides a critical starting point for future examination of BDSM consequences that intersect with health care and the law. Conclusion: Marks and injuries from BDSM-related activities are common, and despite the greater use of safe words, practitioners with more BDSM experience inflict more marks than those with less BDSM experience.

Clinician use of data elements from cardiovascular implantable electronic devices in clinical practice.

Background: Cardiovascular implantable electronic devices (CIEDs) capture an abundance of data for clinicians to review and integrate into the clinical decision-making process. The multitude of data from different device types and vendors presents challenges for viewing and using the data in clinical practice. Efforts are needed to improve CIED reports by focusing on key data elements used by clinicians. Objective: The purpose of this study was to uncover the extent to which clinicians use the specific types of data elements from CIED reports in clinical practice and explore clinicians' perceptions of CIED reports. Methods: A brief, web-based, cross-sectional survey study was deployed using snowball sampling from March 2020 through September 2020 to clinicians who are involved in the care of patients with CIEDs. Results: Among 317 clinicians, the majority specialized in electrophysiology (EP) (80.1%), were from North America (88.6%), and were white (82.2%). Over half (55.3%) were physicians. Arrhythmia episodes and ventricular therapies rated the highest among 15 categories of data presented, and nocturnal or resting heart rate and heart rate variability were rated the lowest. As anticipated, clinicians specializing in EP reported using the data significantly more than other specialties across nearly all categories. A subset of respondents offered general comments describing preferences and challenges related to reviewing reports. Conclusion: CIED reports contain an abundance of information that is important to clinicians; however, some data are used more frequently than others, and reports could be streamlined for users to improve access to key information and facilitate more efficient clinical decision making.

Factors Potential Patients Deem Important for Decision-Making in High-Risk Surgical Scenarios.

BACKGROUND: Surgical futility and shared decision-making to proceed with high-risk surgery are challenging for patients and surgeons alike. It is unknown which factors contribute to a patient's decision to undergo high-risk and potentially futile surgery. The clinical perspective, founded in statistical probabilities of survival, could be misaligned with a patient's determination of worthwhile surgery. This study assesses factors most important to patients in pursuing high-risk surgery. STUDY DESIGN: Via anonymous survey, lay participants recruited through Amazon's Mturk were presented high-risk scenarios necessitating emergency surgery. They rated factors (objective risk and quality-of-life domains) in surgical decision-making (0 = not at all, 4 = extremely) and made the decision to pursue surgery based on clinical scenarios. Repeated observations were accounted for via a generalized mixed-effects model and estimated effects of respondent characteristics, scenario factors, and likelihood to recommend surgery. RESULTS: Two hundred thirty-six participants completed the survey. Chance of survival to justify surgery averaged 69.3% (SD = 21.3), ranking as the highest determining factor in electing for surgery. Other factors were also considered important in electing for surgery, including the average number of days the patient lived if surgery were and were not completed, functional and pain status after surgery, family member approval, and surgery cost. Postoperative independence was associated with proceeding with surgery (p < 0.001). Recommendations by patient age was moderated by respondent age (p = 0.002). CONCLUSION: Patients highly value likelihood of survival and postoperative independence in shared decision-making for high-risk surgery. It is important to improve the understanding of surgical futility from a patient's perspective.

Does Alcohol Consumption Influence People's Perceptions of Their Own and a Drinking Partner's Ability to Consent to Sexual Behavior in a Non-sexualized Drinking Context?

The purpose of this study was to examine the extent that alcohol consumption affected participants' perceptions of their own and their friend's ability to consent to sex in a non-bar drinking environment. We interviewed 176 people at tailgates in dyads about their own and their friends' alcohol consumption, intoxication symptoms, and ability to consent. Participants reported consuming a mean of 4.6 drinks and had a breath alcohol concentration (BrAC) of .075 on average, but few thought they or their friend had diminished cognitive function. Accordingly, 92.6% indicated they could consent to sex and 81.8% indicated their friend could consent to sex. Number of drinks people reported consuming, self-reported intoxication levels and symptoms, and BrACs were not significantly related to participants' perceptions of their own or their friends' ability to consent to sex. However, gender pairing of the dyad was significant; those in man-man pairs were more likely than those in woman-woman pairs to indicate their friend could consent and they would allow their friend to have sex if approached by an interested party. Participants also indicated that they did not perceive themselves or their friends to be "too intoxicated" as common reasons why they believed they and their friend could consent. Because alcohol-facilitated sexual assault is common among college students, we recommend sexual assault prevention educators focus on raising awareness regarding alcohol's negative cognitive effects, particularly related to consent communication.

New-onset psychosis following COVID-19 infection in a patient with no psychiatric history: A longitudinal case report.

Background: Viral infection, including COVID-19, has been implicated as a potential cause of various neurobehavioral issues. An increasing number of case reports suggest that current or recent COVID-19 infection may cause new onset of psychotic symptoms in some individuals, potentially related to viral inflammation or infection of the nervous system. Case presentation: A 26-year-old woman with no psychiatric history presented with severe psychotic symptoms days after recovery from a mild COVID-19 infection. No other etiologies for psychosis were identified via diagnostic testing, review of medical history, or interviews with family. Her symptoms persisted for approximately two months, requiring three inpatient admissions, various medication trials, and ongoing outpatient follow-up. With continued use of quetiapine and lithium, she returned to living independently and working full-time, and discontinued all medication approximately nine months after symptom onset. Conclusion: The psychiatric and cognitive effects of COVID-19 infection are not yet fully understood. Given the widespread and ongoing nature of this pandemic, this remains an important focus of further investigation, especially within the context of potential long-term complications.

Respiratory ECMO Survival Prediction (RESP) Score for COVID-19 Patients Treated with ECMO.

Veno-venous extracorporeal membrane oxygenation (VV ECMO) has been used as a life-supporting modality for patients with severe respiratory failure because of coronavirus disease 2019 (COVID-19). We aim to evaluate the performance of the RESP score in predicting the hospital survival of COVID-19 patients undergoing VV ECMO. We performed retrospective analysis of the extracorporeal life support organization (ELSO) dataset for COVID-19 patients requiring ECMO support to evaluate the performance of RESP score in predicting in hospital survival. All adult (age ≥18) COVID-19 patients receiving VV ECMO for acute respiratory failure enrolled in the ELSO database from March to August 2020 were included in the analysis. A total of 1985 patients from the ELSO registry were identified and analyzed based on pre-ECMO variables. Median RESP score of survivors was 3 (IQR 1-5) compared to 2 (IQR 0-4) in deceased. A logistic model including RESP score variables poorly discriminated survival and death with AUC (area under curve) 0.61 (95% confidence interval: 0.59-0.64). In-hospital survival for COVID-19 patients based on RESP score class from I to V was 69.7%, 59.3%, 45.7%, 42.5%, and 32.3%, respectively. Patients with immunosuppression (relative risk = 0.43) and pre-ECMO cardiac arrest (relative risk = 0.48) had lower survival. RESP score is a poor predictor of survival in COVID-19 patients undergoing ECMO. Compared to the original cohort used for RESP score creation, COVID-19 patients in RESP class I-III had worse survival whereas the patients in RESP class IV-V had better survival.

Perhaps It Was Too Soon: College Students' Reflections on the Timing of Their Sexual Debut.

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 timing of the event. Using data collected from students at a U.S. university between 1990 and 2019 (N = 6,430), several factors (in addition to chronological age) were associated with the perceived acceptability of the timing of sexual debut. Strong gender differences were found - women perceived their timing to be less acceptable, even though they did not differ from men in actual age at sexual debut. Other robust predictors of perceived acceptability included (lower) religious involvement and recalling desire (for the experience), pleasure, and lower guilt at the time. Only slight changes occurred over the 30-year period in age at sexual debut and perceived acceptability of the timing. Suggestions for future research are provided and implications for sex education/sexual health interventions are discussed.

Are You Going to Delete Me? Latent Profiles of Post-Relationship Breakup Social Media Use and Emotional Distress.

When a relationship ends, former partners must make decisions about their online, often public, connections and history, which involve a complex disentangling process. We examined post-breakup behaviors including monitoring, interacting, deleting posts/photos, deleting the former partner, deleting the partner's family/friends, stopping social media (SM) use, and keeping digital possessions. Participants (N = 256) who had experienced a breakup within the last year completed an online survey. Approximately 38 percent reported experiencing distress over the breakup sometimes or more often. Utilizing latent profile analysis, we identified four latent classes (or profiles) of breakup SM behaviors; we also examined associations between the class and breakup emotional distress. Most participants were clean breakers (61.3 percent), who did zero to very little monitoring, interacting, or deleting and were unlikely to delete their ex-partner, stop use, or keep digital possessions. Wistful reminiscers (12.9 percent) were similar to clean breakers in terms of engaging in very little of any deleting behaviors, stopping use, or keeping digital possessions; however, they engaged in frequent amounts of monitoring their ex-partner as well as interacting with their ex-partner and their ex-partner's family/friends. Ritual cleansers (15.6 percent) were similar to clean breakers in terms of engaging in very little to no monitoring and interacting; however, they engaged in deleting their SM history, their ex-partner's family/friends, and their ex-partner. Impulsives (10.2 percent) engaged in high amounts of all the SM behaviors. In terms of emotional distress, impulsives showed the highest levels of distress, followed by wistful reminiscers, ritual cleansers, and then clean breakers.

Simmering on the Back Burner or Playing with Fire? Examining the Consequences of Back-Burner Digital Communication Among Ex-Partners.

Back burners are people with whom one communicates to potentially establish a future romantic or sexual relationship, and these relationships are common among college students. Using a sample of noncollege adults currently in committed relationships (N = 246) obtained via Amazon's MTurk, this study examines how a prior relationship role with a desired back burner (i.e., whether a back burner was an ex-partner or not) affects digital communication and sexual activity with back burners, and participants' negative affect. Sequential mediation analysis revealed that when the most-desired back burner was also an ex-partner (vs. not), participants digitally communicated more, increased communication was positively related to sexual activity with that back burner, and sexual activity was associated with negative affect in the participant. Even in the absence of sexual activity, both increased digital communication and simply having an ex-partner as one's most-desired back burner were associated with negative affect. Limitations and implications for staying in touch with ex-partners are discussed.

The Relationship between Dark Triad Personality Traits and Sexting Behaviors among Adolescents and Young Adults across 11 Countries.

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; SDage = 3.63) from 11 different countries which covered four continents (Europe, Asia, Africa, and America). Participants completed the Sexting Behaviors Questionnaire and the 12-item Dark Triad Dirty Dozen scale. RESULTS: Hierarchical regression analyses showed that sharing own sexts was positively predicted by Machiavellianism and Narcissism. Both risky and aggravated sexting were positively predicted by Machiavellianism and Psychopathy. CONCLUSIONS: The present study provided empirical evidence that different sexting behaviors were predicted by Dark Triad Personality Traits, showing a relevant role of Machiavellianism in all kinds of investigated sexting behaviors. Research, clinical, and education implications for prevention programs are discussed.

Consensual Sexting among College Students: The Interplay of Coercion and Intimate Partner Aggression in Perceived Consequences of Sexting.

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 and negative consequences associated with sexting, using behavioral theory as a framework, to determine the relationship between an individual's personal history of IPA victimization and the perceived consequences. Undergraduate students (N = 536) who reported consensual sexting completed a series of measures examining their most recent sexting experience, including perceived sexting consequences, and their history of sexting coercion and IPA. Results suggested that those reporting a history of any type of IPA victimization endorsed more negative reinforcing consequences after sending a sext, and those with a history of physical or sexual IPA victimization endorsed more punishing consequences after sending a sext than those without such history. Additionally, experience with IPA was found to be positively correlated with perceived pressure/coercion to send a sext. The implications of these data for research, policy, prevention, and intervention are explored.

Engaging Patients in Atrial Fibrillation Management via Digital Health Technology: The Impact of Tailored Messaging.

Patients with atrial fibrillation (AF) demonstrate persistent knowledge gaps regarding their condition and a substandard adherence to oral anticoagulant (OAC) medication, which contribute to thromboembolic stroke and other clot-related complications. Tailored patient education and medication reminders may help reduce these negative health outcomes. We sought to improve disease knowledge and medication adherence among a sample of AF patients using tailored education and nudges. The intervention leveraged three digital health technologies: a patient portal, an electronic-prescribing data feed, and a smart pill bottle. The content of the educational messaging, nudges, and cadence were tailored according to findings from our user-centered design studies and delivered via a patient portal (MyChart®; Epic Systems, Verona, WI, USA), with which participants were familiar. In a six-month randomized controlled trial with parallel groups, we used MyChart® to send educational messages and medication reminders according to a decision tree that emerged from our prior user-centered design studies. The intervention group demonstrated higher AF knowledge at study completion than the control group and more MyChart® logins throughout the trial, suggesting intervention uptake. Women were more adherent than men and patients diagnosed more than one year ago were more adherent than those with more recent diagnoses. The intervention and control group adherence rates were 93.1% and 89.5%, respectively; intervention effect was moderated by age, medication type, and prior MyChart® use. Within the intervention group, younger patients, those taking once-daily rivaroxaban, and those who were less active MyChart® users prior to the study benefited relative to their control group counterparts. Tailored educational and reminder messages contributed to increased adherence and disease knowledge among AF patients, though certain patient characteristics moderated the intervention's effectiveness. Technology-based health interventions can be useful for older adults with effective tailoring and training.

Medication adherence for atrial fibrillation patients: triangulating measures from a smart pill bottle, e-prescribing software, and patient communication through the electronic health record.

OBJECTIVE: Our primary objectives were to examine adherence rates across two technologies (e-prescribing software and smart pill bottle) with cross-validation from alert-triggered messaging within the patient electronic health record (EHR) portal and to explore the benefits and challenges faced by atrial fibrillation (AF) patients in using a smart pill bottle. MATERIALS AND METHODS: We triangulated the rate of oral anticoagulant medication adherence among 160 AF patients over 6 months using an EHR in combination with data from the AdhereTech© Wireless Smart Pill Bottle and Surescripts©. In addition, we collected qualitative feedback on patients' Smart Pill Bottle usage through structured interviews with 153 participants. RESULTS: Patients maintained an average adherence rate of 90.0% according to the smart pill bottle; however, when dose misses were calibrated based on patient or provider feedback, the adjusted adherence was 93.6%. Surescripts adherence rates for refills were 92.2%. Participants generally found the bottle easy to operate but suggested that its size and functionality did not fit seamlessly into their existing routine, as many used weekly pill organizers to manage multiple medications. DISCUSSION: Though each method of tracking adherence has positive and negative attributes, combining them and seeking patient feedback may help capture a more accurate adherence rate than any single technological intervention. Technologies may have different design considerations for research and consumer use. CONCLUSION: Overall, these technologies provide useful but imperfect adherence data for research purposes, and smart pill bottles could be improved with patient-centered design. LAY SUMMARY: Medication adherence is very important for those with chronic health issues. For those with heart disease, medication adherence not only offers opportunities for improving quality of life, but it also can be life-saving. Nonetheless, many patients with heart disease, including those with atrial fibrillation (the target group for this study) do not take their medications regularly. As technologies advance, there is unprecedented opportunity to track patients' medication adherence through various methods, which might provide motivation and information to patients as they make daily choices about medication use. In this study, we cross-referenced the results of two of these measures over 6 months-a smart pill bottle, which we used to track pill bottle openings, and e-prescribing software, which we used to track medication refills. We also supplemented these measures with nurse-patient communication via the EHR messaging portal to record exceptions (eg, travel and medication changes) and interviewed patients about their medication use during the 6-month trial. Overall, the tracking technologies worked relatively well to track patient (n = 160) medication behavior; however, they did not capture exceptions. Hence, triangulating data from different sources, with a patient feedback loop, appears critical for gathering accurate data on medication adherence.

How Parents and Their Children Used Social Media and Technology at the Beginning of the COVID-19 Pandemic and Associations with Anxiety.

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 higher levels of anxiety (as reported by parents) were more likely to increase their technology use and use social media and phones to connect. Among parents, higher anxiety was related to using social media for both social support and information seeking. Based on these results, we advocate for the utilization of social media by public health officials for collecting, collating, and dispersing accurate crisis-related information. As social media use is widespread, and there is potential for false rumors to cause erroneous behavioral action and/or undue stress and anxiety, we also suggest that social media campaigns be thoughtfully designed to account for individual differences in developmental stages and psychological vulnerabilities.

Can nurses help improve self-care of patients living with atrial fibrillation? A focus group study exploring patients' disease knowledge gaps.

Aims: To identify knowledge gaps and preferences for educational material to improve nurse-patient communication and self-care. Design: Using a mixed-methods design, we conducted focus groups and quantitative surveys. Methods: We conducted three focus groups with atrial fibrillation (AF) patients and support persons (N = 17 participants; 66 ± 16 years) at critical treatment junctures (recent diagnosis or medication switch). Patients and support persons were also surveyed on patient activation (self-management skills and knowledge), medication adherence, AF knowledge and health literacy. Iterative thematic analysis was performed using focus group transcripts. Results: Although most participants had adequate health literacy, most reported gaps in AF knowledge. Participants lacked disease-related knowledge and were unsure how to manage health behaviours (e.g. diet and exercise). Few felt they received adequate education from their healthcare provider. Results emphasize the need for consistent information from nursing staff, in lay language, via both electronic and printed means.

The association of COMT genotype with buproprion treatment response in the treatment of major depressive disorder.

BACKGROUND: Pharmacodynamics and pharmacogenetics are being explored in pharmacological treatment response for major depressive disorder (MDD). Interactions between genotype and treatment response may be dose dependent. In this study, we examined whether MDD patients with Met/Met, Met/Val, and Val/Val COMT genotypes differed in their response to bupropion in terms of depression scores. METHODS: This study utilized a convenience sample of 241 adult outpatients (≥18 years) who met DSM-5 criteria for MDD and had visits at a Midwest psychopharmacology clinic between February 2016 and January 2017. Exclusion criteria included various comorbid medical, neurological, and psychiatric conditions and current use of benzodiazepines or narcotics. Participants completed genetic testing and the 9 question patient-rated Patient Health Questionnaire (PHQ-9) at each clinic visit (M = 3.8 visits, SD = 1.5) and were prescribed bupropion or another antidepressant drug. All participants were adherent to pharmacotherapy treatment recommendations for >2 months following genetic testing. RESULTS: Participants were mostly Caucasian (85.9%) outpatients (154 female and 87 male) who were 44.5 years old, on average (SD = 17.9). For Val carriers, high bupropion doses resulted in significantly lower PHQ-9 scores than no bupropion (t(868) = 5.04, p < .001) or low dose bupropion (t(868) = 3.29, p = .001). Val carriers differed significantly from Met/Met patients in response to high dose bupropion (t(868) = -2.03, p = .04), but not to low dose bupropion. CONCLUSION: High-dose bupropion is beneficial for MDD patients with Met/Val or Val/Val COMT genotypes, but not for patients with Met/Met genotype. Prospective studies are necessary to replicate this pharmacodynamic relationship between bupropion and COMT genotypes and explore economic and clinical outcomes.

Involving patients as key stakeholders in the design of cardiovascular implantable electronic device data dashboards: Implications for patient care.

BACKGROUND: Data from remote monitoring (RM) of cardiovascular implantable electronic devices (CIEDs) currently are not accessible to patients despite demand. The typical RM report contains multiple pages of data for trained technicians to read and interpret and requires a patient-centered approach to be curated to meet individual user needs. OBJECTIVE: The purpose of this study was to understand which RM data elements are important to patients and to gain design insights for displaying meaningful data in a digital dashboard. METHODS: Adults with implantable cardioverter-defibrillators (ICDs) and pacemakers (PMs) participated in this 2-phase, user-centered design study. Phase 1 included a card-sorting activity to prioritize device data elements. Phase 2 included one-on-one design sessions to gather insights and feedback about a visual display (labels and icons). RESULTS: Twenty-nine adults (mean age 71.8 ± 11.6 years; 51.7% female; 89.7% white) participated. Priority data elements for both ICD and PM groups in phase 1 (n = 19) were related to cardiac episodes, device activity, and impedance values. Recommended replacement time for battery was high priority for the PM group but not the ICD group. Phase 2 (n = 10) revealed that patients would like descriptive, nontechnical terms to depict the data and icons that are intuitive and informative. CONCLUSION: This user-centered design study demonstrated that patients with ICDs and PMs were able to prioritize specific data from a comprehensive list of data elements that they had never seen before. This work contributes to the goal of sharing RM data with patients in a way that optimizes the RM feature of CIEDs for improving patient outcomes and clinical care.

Audience Response Systems and Missingness Trends: Using Interactive Polling Systems to Gather Sensitive Health Information From Youth.

BACKGROUND: The widespread availability and cost-effectiveness of new-wave software-based audience response systems (ARSs) have expanded the possibilities of collecting health data from hard-to-reach populations, including youth. However, with all survey methods, biases in the data may exist because of participant nonresponse. OBJECTIVE: The aims of this study were to (1) examine the extent to which an ARS could be used to gather health information from youths within a large-group school setting and (2) examine individual- and survey-level response biases stemming from this Web-based data collection method. METHODS: We used an ARS to deliver a mental health survey to 3418 youths in 4 high schools in the Midwestern United States. The survey contained demographic questions, depression, anxiety, and suicidality screeners, and questions about their use of offline resources (eg, parents, peers, and counselors) and Web-based resources (ie, telemental health technologies) when they faced stressful life situations. We then examined the response rates for each survey item, focusing on the individual- and survey-level characteristics that related to nonresponse. RESULTS: Overall, 25.39% (868/3418) of youths answered all 38 survey questions; however, missingness analyses showed that there were some survey structure factors that led to higher rates of nonresponse (eg, questions at the end of survey, sensitive questions, and questions for which precise answers were difficult to provide). There were also some personal characteristics that were associated with nonresponse (eg, not identifying as either male or female, nonwhite ethnicity, and higher levels of depression). Specifically, a multivariate model showed that male students and students who reported their gender as other had significantly higher numbers of missed items compared with female students (B=.30 and B=.47, respectively, P<.001). Similarly, nonwhite race (B=.39, P<.001) and higher depression scores (B=.39, P<.001) were positively related to the number of missing survey responses. CONCLUSIONS: Although our methodology-focused study showed that it is possible to gather sensitive mental health data from youths in large groups using ARSs, we also suggest that these nonresponse patterns need to be considered and controlled for when using ARSs for gathering population health data.