The utility of behavioral biometrics in user authentication and demographic characteristic detection: a scoping review.

BACKGROUND: Objective measures of screen time are necessary to better understand the complex relationship between screen time and health outcomes. However, current objective measures of screen time (e.g., passive sensing applications) are limited in identifying the user of the mobile device, a critical limitation in children's screen time research where devices are often shared across a family. Behavioral biometrics, a technology that uses embedded sensors on modern mobile devices to continuously authenticate users, could be used to address this limitation. OBJECTIVE: The purpose of this scoping review was to summarize the current state of behavioral biometric authentication and synthesize these findings within the scope of applying behavioral biometric technology to screen time measurement. METHODS: We systematically searched five databases (Web of Science Core Collection, Inspec in Engineering Village, Applied Science & Technology Source, IEEE Xplore, PubMed), with the last search in September of 2022. Eligible studies were on the authentication of the user or the detection of demographic characteristics (age, gender) using built-in sensors on mobile devices (e.g., smartphone, tablet). Studies were required to use the following methods for authentication: motion behavior, touch, keystroke dynamics, and/or behavior profiling. We extracted study characteristics (sample size, age, gender), data collection methods, data stream, model evaluation metrics, and performance of models, and additionally performed a study quality assessment. Summary characteristics were tabulated and compiled in Excel. We synthesized the extracted information using a narrative approach. RESULTS: Of the 14,179 articles screened, 122 were included in this scoping review. Of the 122 included studies, the most highly used biometric methods were touch gestures (n = 76) and movement (n = 63), with 30 studies using keystroke dynamics and 6 studies using behavior profiling. Of the studies that reported age (47), most were performed exclusively in adult populations (n = 34). The overall study quality was low, with an average score of 5.5/14. CONCLUSION: The field of behavioral biometrics is limited by the low overall quality of studies. Behavioral biometric technology has the potential to be used in a public health context to address the limitations of current measures of screen time; however, more rigorous research must be performed in child populations first. SYSTEMATIC REVIEW REGISTRATION: The protocol has been pre-registered in the Open Science Framework database ( https://doi.org/10.17605/OSF.IO/92YCT ).

Feasibility and preliminary efficacy of structured programming and a parent intervention to mitigate accelerated summer BMI gain: a pilot study.

BACKGROUND: This study assessed the initial feasibility and preliminary efficacy of providing children a free summer day camp and a parent intervention to improve self-regulation and mitigate accelerated summer BMI gain. METHODS: This pilot 2x2 factorial randomized control trial used a mixed-methods design to evaluate providing children a free summer day camp (SCV), a parent intervention (PI), and the combination of these two strategies (SCV+PI) to mitigate accelerated summer body mass index (BMI) gain. Progression criteria for feasibility and efficacy were assessed to determine if a full-scale trial was warranted. Feasibility criteria included recruitment capability (≥80 participants recruited) retention (≥70% participants retained), compliance (≥80% of participants attending the summer program with children attending ≥60% of program days, and ≥80% of participants completing goal setting calls with ≥60% of weeks syncing their child's Fitbit), and treatment fidelity (≥80% of summer program days delivered for ≥9 h/day, and ≥80% of participant texts delivered). Efficacy criteria were assessed via achieving a clinically meaningful impact on zBMI (i.e., ≥0.15). Changes in BMI were estimated using intent-to-treat and post hoc dose-response analyses via multilevel mixed-effects regressions. RESULTS: For recruitment, capability and retention progression criteria were met with a total of 89 families participating and 24 participants randomized to the PI group, 21 randomized to the SCV group, 23 randomized to the SCV+PI group, and 21 randomized to the control. However, fidelity and compliance progression criteria were not achieved due to COVID-19 and lack of transportation. Progression criteria for efficacy was also not achieved as intent-to-treat analyses did not show changes in BMI gain that were clinically meaningful. Post hoc dose-response analyses showed that for each day (0 to 29) of summer programming children attended they gained -0.009 (95CI= -0.018, -0.001) less in BMI z score. CONCLUSIONS: Engagement in both the SCV and PI was not ideal due to COVID-19 and lack of transportation. Providing children with structured summer programming to mitigate accelerated summer BMI gain may be an effective strategy. However, because feasibility and efficacy progression criteria were not met, a larger trial is not warranted until further pilot work is completed to ensure children attend the programming. TRIAL REGISTRATION: The trial reported herein was prospectively registered at ClinicalTrials.gov. Trial #: NCT04608188.

Early-stage studies to larger-scale trials: investigators' perspectives on scaling-up childhood obesity interventions.

BACKGROUND: Pilot/feasibility studies play an important role in the development and refinement of behavioral interventions by providing information about feasibility, acceptability, and potential efficacy. Despite their importance and wide-spread use, the approaches taken by behavioral scientists to scale-up early-stage studies to larger-scale trials has received little attention. The aim of our study was to understand the role that pilot studies play in the development and execution of larger-scale trials. METHODS: We conducted interviews with childhood obesity researchers who had published pilot behavioral interventions and larger-scale trials of the same or similar interventions. Questions were asked about the role of pilot studies in developing larger-scale trials and the challenges encountered when scaling-up an intervention based upon pilot findings. Data were coded and analyzed using an inductive analytic approach to identify themes. RESULTS: Twenty-four interventionists (54% women, 37-70 years old, mean 20 years since terminal degree) completed a total of 148 pilot studies across their careers (mean 6.4, range 1-20), of which 59% were scaled-up. Scaling was described as resource intensive and pilot work was considered essential to successfully competing for funding by 63% of the sample (n = 15). When asked to define a high-quality pilot study, interventionists described studies that allowed them to evaluate two independent factors: components of their intervention (e.g., acceptability, feasibility) and study parameters (e.g., sample size, measures). Interventionists expressed that more process implementation measures, different study designs, and additional iterations could improve decisions to scale-up. Most agreed that pilot studies were likely to produce inflated estimates of potential efficacy though only nine interventionists provided potential solutions for decreasing inflated measures of efficacy. Suggested major causes of inflated effects included high levels of oversight in pilot studies (e.g., researcher support), reliance on subjective measures, and utilizing convenience or highly motivated samples. Potential solutions included designing pilots for real-world implementation, only conducting randomized controlled pilot studies, and pre-registering pilot studies. CONCLUSIONS: Pilot studies purposes are multifaceted and deemed essential to obtaining funding for larger-scale trials. Clarifying the form and function of preliminary, early-stage research may enhance the productive utilization of early-stage studies and reduced drops in efficacy when transitioning to larger scale studies.

The impact of summer programming on the obesogenic behaviors of children: behavioral outcomes from a quasi-experimental pilot trial.

BACKGROUND: Children from low-income families experience accelerated BMI gain and learning loss during summer. Healthy Summer Learners (HSL) addresses accelerated BMI gain and academic learning loss during summer by providing academic- and health-focused programming. This manuscript reports the effects of HSL on underlying obesogenic behaviors (i.e., physical activity, screen time, sleep, diet) that lead to accelerated summer BMI gain, a necessary first step to informing a future randomized controlled trial of HSL. METHODS: In the summer of 2018 and 2019 using a quasi-experimental study design, 180 children (90 per summer, 7.9 years [SD = 1.0], 94% non-Hispanic Black, 40% male) at two schools (i.e., one per summer) who were struggling academically (25-75% on a standardized reading test) were provided a free, school-based 6-week health- and academic-focused summer program (i.e., HSL, n = 60), a 4- to 6-week academic-focused summer program (i.e., 21st Century Summer Learning program (21C), n = 60), or no summer program (n = 60). Children wore the Fitbit Charge 2™ over a 10-week period during the summers (June-Aug) of 2018-2019. Differences within (within child days attend vs. not attend) and between (differences between groups attend vs. not attend) were evaluated using mixed effects linear regression. RESULTS: Regression estimates indicated that, on days attending, HSL children experienced a greater reduction in sedentary minutes (- 58.6 [95% CI = - 92.7, - 24.4]) and a greater increase in moderate-to-vigorous physical activity (MVPA) (36.2 [95% CI = 25.1, 47.3]) and steps (2799.2 [95% CI = 2114.2, 3484.2]) compared to 21C children. However, both HSL and 21C children were more active (i.e., greater MVPA, total steps) and less sedentary (i.e., less sedentary minutes and total screen time) and displayed better sleeping patterns (i.e., earlier and less variability in sleep onset and offset) on days they attended than children in the control. CONCLUSIONS: HSL produced greater changes in physical activity than 21C. However, attendance at either HSL or 21C leads to more healthy obesogenic behaviors. Based on the behavioral data in this pilot study, a larger trial may be warranted. These results must be considered along with the pending primary outcomes (i.e., academics and BMI z-score) of the HSL pilot to determine if a full-scale trial is warranted. TRIAL REGISTRATION: NIH-NCT03321071. Registered 25 October 2017.

Association between participation in a brief diabetes education programme and glycaemic control in adults with newly diagnosed diabetes.

AIMS: To determine the association between participation in a brief introductory didactic diabetes education programme and change in HbA1c among individuals with newly diagnosed diabetes. METHODS: We identified a population-based cohort of adults newly diagnosed with diabetes between October 2005 and June 2008 in Calgary, Canada, and conducted a retrospective cohort study by linking administrative and laboratory data with programme attendance data. We matched individuals who attended the programme within the first 6 months after diagnosis with those who did not attend, based on their propensity scores. We measured the change in HbA1c between time of diagnosis and 6-18 months later to determine the association between programme participation and change in HbA1c . RESULTS: HbA1c was measured at baseline and follow-up for 7793 individuals, including 803 programme participants. After propensity score matching, programme participation was associated with a significantly greater adjusted mean reduction in HbA1c between baseline and follow-up of 3.3 mmol/mol (95% CI 2.2-4.3) or 0.30% (95% CI 0.20-0.39). There was a significant interaction between baseline HbA1c and programme participation-the difference in adjusted mean reduction in HbA1c associated with programme participation ranged from 2.7 mmol/mol (0.25%) at baseline HbA1c of 53 mmol/mol (7%) to 6.2 mmol/mol (0.56%) at baseline HbA1c of 97 mmol/mol (11%). CONCLUSION: Despite its brevity, participation in a diabetes education programme was associated with an additional reduction in HbA1c in newly diagnosed people that was comparable with that reported in trials of programmes targeted at those with prevalent diabetes.

ADEA annual survey of clinic fees and revenue: 1998-1999 academic year.

The American Dental Education Association's 1998-1999 Survey of Clinic Fees and Revenue obtained data by which to report, by school, clinic revenue information per undergraduate student. Fifty of the fifty-five U.S. dental schools responded to the survey. The median revenue per third-year student was $6,313. It was $11,680 for fourth-year students. Clinic revenue data was also obtained by type of postdoctoral program. The postdoctoral general dentistry programs had the highest per student clinic revenues, at over $59,000 per AEGD student and almost $35,000 per student of GPR programs. Other areas of the survey provided information regarding clinic fees by type of program, levels of uncompensated care by type of program, clinic revenue by source of payment, and dental school fees as a percent of usual and customary private practice fees.

Dental school vacant budgeted faculty positions: academic year 2000 - 2001.

The 1999 Report of the AADS President's Task Force on the Future of Dental School Faculty (1) drew attention to the situation dental schools are experiencing in attracting and retaining faculty. A year 2000 ADEA Association Report on faculty shortages indicated the number of vacant budgeted positions was approaching 400 (2). The year 2000 - 2001 ADEA survey of vacant budgeted positions indicates a further four percent increase in vacant budgeted positions. Over 73 percent of the vacancies were in the clinical sciences. Of identified full time faculty separations in the 2000-2001 ADEA Survey of Dental Educators (3), almost 34 percent were due to retirements; 33 percent were faculty moves to other schools; and a little over 18 percent were moves to enter private practice. Almost three percent of identified faculty separations were from deaths. It is anticipated that, with a further "graying" of an already aged dental school faculty, retirements will further exacerbate the problem of faculty vacancies and the ability to attract and retain new faculty. There is needed urgency in implementing strategies and recommendations provided in the 1999 President's Report and the 2000 Association Report.

Dental school faculty shortages increase: an update on future dental school faculty.

The 1999 publication of the American Association of Dental Schools (AADS) President s Task Force on Future Dental School Faculty revealed a crisis in the shortages of dental school faculty. Stakeholders from around the nation have used the AADS Task Force report to address the crisis. In addressing one of the AADS Task Force recommendations, the American Dental Education Association (ADEA), formerly AADS, gathered additional data through a new survey of dental school deans to elucidate the current state of faculty shortages. Based on this research, ADEA projects that the number of unfilled budgeted faculty positions in U.S. dental schools now approaches 400. Survey respondents identified retirement as the leading reason for full-time faculty separations, while separation to enter private practice was the second most frequent reason for leaving the institution. Offering a salary competitive with that of private practice was identified as the most critical factor in recruiting future faculty. A number of short and long-range strategies to recruit and retain faculty are presented. Ultimately, the dental school faculty shortage places in jeopardy the general and oral health of the public.

U.S. dental school applicants and enrollees: a ten year perspective.

Applications to dental schools increased throughout the 1990s until 1997. In 1998 this pattern reversed, and the number of dental school applicants has dropped each year since that time and continues to decline through the application cycle for the 2001-2002 first-year class. Possible reasons for the decline in applications include an abundance of financially rewarding career opportunities fueled by the robust U.S. economy, a reluctance by college students to assume more educational debt, an unfavorable view of healthcare careers in the light of managed care and declining federal reimbursement, and assumptions about the difficulty of gaining admittance to dental school given the high academic achievement of those who have been admitted in recent years. A national decline in the applicant pool does not necessarily translate into a decline for any given dental school. The quality of applicants, judged by grade point averages and Dental Admissions Test scores, is high. Nevertheless, the recent drop in dental school applicants is a cause for concern. Because recruitment must be approached as a process that takes years to yield results, stakeholders in dental education need to sustain vigorous recruiting efforts even in the best of times.

Diffusion-weighted MR imaging in a rat model of syringomyelia after excitotoxic spinal cord injury.

BACKGROUND AND PURPOSE: Recent experimental data have shown that an increase of excitatory amino acids and the initiation of inflammatory responses within the injured spinal cord may play a role in post-traumatic syringomyelia. The purpose of this study was to determine whether diffusion-weighted MR imaging with apparent diffusion coefficient (ADC) maps could provide earlier evidence of spinal cord cavitation in a rat model of syringomyelia than available with conventional MR imaging. METHODS: The spinal cord gray matter of four rats was injected with the alpha-amino-3 hydroxy-5 methyl-4 isoxazole propionic acid/metabotropic receptor agonist quisqualic acid. Animals were sacrificed at 1, 4, or 8 weeks after injection, and the spinal cords were fixed in formalin for 1 week and imaged with T1-, T2-, and diffusion-weighted sequences. One control specimen was also imaged. ADC maps were constructed from the diffusion-weighted data. Histopathologic analyses of sections stained with cresyl violet were compared with the MR images. RESULTS: By 1 week after injection, ADC maps at the level of injection showed areas within the gray matter of increased intensity and increased ADC values as compared with the control specimen. These bright areas corresponded to cysts or cavities within the cord parenchyma on the histopathologic sections. The ADC values within affected gray matter areas progressively increased at 4 and 8 weeks, also corresponding to cyst formation. Conventional T1- and T2-weighted images showed corresponding lesions with cystic characteristics at 4 and 8 weeks, but not at 1 week. CONCLUSION: In an animal model of syringomyelia, diffusion-weighted imaging with ADC maps detected cystic lesions within spinal cord gray matter before they were seen on conventional T1- and T2-weighted images.

Randomized placebo-controlled trial of a 42-day tapering course of dexamethasone to reduce the duration of ventilator dependency in very low birth weight infants: outcome of study participants at 1-year adjusted age.

OBJECTIVE: Ventilator-dependent preterm infants are often treated with a prolonged tapering course of dexamethasone to decrease the risk and severity of chronic lung disease. The objective of this study was to assess the effect of this therapy on developmental outcome at 1 year of age. METHODS: Study participants were 118 very low birth weight infants who, at 15 to 25 days of life, were not weaning from assisted ventilation and were then enrolled in a randomized, placebo-controlled, double-blind trial of a 42-day tapering course of dexamethasone. Infants were examined at 1 year of age, adjusted for prematurity, by a pediatrician and a child psychologist. A physical and neurologic examination was performed, and the Bayley Scales of Infant Development were administered. All examiners were blind to treatment group. RESULTS: Groups were similar in terms of birth weight, gestational age, gender, and race. A higher percentage of dexamethasone recipients had major intracranial abnormalities diagnosed by ultrasonography (21% vs 11%). Group differences were not found for Bayley Mental Development Index (median [range] for dexamethasone-treated group, 94 [50-123]; for placebo group, 90 [28-117]) or Psychomotor Development Index Index (median [range]) for dexamethasone-treated group, 78 (50-109); for placebo-treated group, 81 [28-117]). More dexamethasone-treated infants had cerebral palsy (25% vs 7%) and abnormal neurologic examination findings (45% vs 16%). In stratified analyses, adjusted for major cranial ultrasound abnormalities, these associations persisted (OR values for cerebral palsy, 5.3; 95% CI: 1.3-21.4; OR values for neurologic abnormality 3.6; 95% CI: 1.2-11.0). CONCLUSIONS: A 42-day tapering course of dexamethasone was associated with an increased risk of cerebral palsy. Possible explanations include an adverse effect of this therapy on brain development and/or improved survival of infants who either already have neurologic injury or who are at increased risk for such injury.

Randomized placebo-controlled trial of a 42-Day tapering course of dexamethasone to reduce the duration of ventilator dependency in very low birth weight infants.

OBJECTIVE: To assess the effect on duration of ventilator dependency of a 42-day tapering course of dexamethasone in very low birth weight neonates. METHODS: Infants (N = 118) were assigned randomly, within birth weight/gender strata, to treatment with either a 42-day tapering course of dexamethasone or an equal volume of saline as placebo. Entry criteria were 1) birth weight <1501 g; 2) age between 15 and 25 days; 3) <10% decrease in ventilator settings for 24 hours and FIO2 >/=0.3; 4) absence of patent ductus arteriosus, sepsis, major congenital malformation, congenital heart disease; and 5) no evidence of maternal HIV or hepatitis B infection. The dosage schedule was 0.25 mg/kg bid for 3 days, then 0.15 mg/kg bid for 3 days, then a 10% reduction in the dose every 3 days until a dose of 0.1 mg/kg had been given for 3 days, from which time a dose of 0.1 mg/kg qod was continued until 42 days after entry. The primary endpoint was the number of days on assisted ventilation after study entry. Secondary outcomes of interest included days on supplemental oxygen, days of hospitalization, and potential adverse effects, such as infection, gastrointestinal bleeding, left ventricular hypertrophy, and severe retinopathy of prematurity. RESULTS: Infants in the dexamethasone- and placebo-treated groups were similar in terms of baseline attributes, including birth weight, gestational age, gender, race, and ventilator settings at entry. Infants treated with dexamethasone were on assisted ventilation and supplemental oxygen for fewer days after study entry (median days on ventilator, 5th and 95th percentiles, 13 [1-64] vs 25 [6-104]; days on oxygen, 59 [6-247] vs 100 [11-346]). No differences were found in risk of death, infection, or severe retinopathy. In subgroup analyses, the association of dexamethasone with more rapid weaning from the ventilator was weaker among infants enrolled before the 16th day of life, infants with chest radiographs showing cystic changes and/or hyperinflation, and infants requiring an FIO2 >/=0.7 or a peak inspiratory pressure >/=19 at study entry. CONCLUSIONS: A 42-day tapering course of dexamethasone decreases the duration of ventilator and oxygen dependency in very low birth weight infants and is not associated with an increased risk of short-term adverse effects.

Continued formal dental education or I would like more.

Statistics are presented on recent trends in postdoctoral dental education. While enrollment in specialty and general practice residency programs has remained constant, interest in Advanced Education in General Dentistry programs has increased.

Diffusion-weighted magnetic resonance imaging confirms marked neuroprotective efficacy of albumin therapy in focal cerebral ischemia.

BACKGROUND AND PURPOSE: We have recently shown high-dose human serum albumin therapy to confer marked histological protection in experimental middle cerebral artery occlusion (MCAo). We have now used diffusion-weighted magnetic resonance imaging (DWI) in conjunction with morphological methods to expand our understanding of this therapeutic approach. METHODS: Physiologically controlled Sprague-Dawley rats received 2-hour MCAo by the modified intraluminal suture method. Treated rats received 25% human serum albumin solution (1% by body weight) immediately after the MCA was reopened. Vehicle-treated rats received saline. Computer-based image averaging was used to analyze DWI data obtained 24 hours after MCAo and light-microscopic histopathology obtained at 3 days. In a matched series, plasma osmolality and colloid oncotic pressure, as well as brain water content, were determined. RESULTS: Albumin therapy, which lowered the hematocrit on average by 37% and raised plasma colloid oncotic pressure by 56%, improved the neurological score throughout the 3-day survival period. Within the ischemic focus, the apparent diffusion coefficient (ADC) computed from DWI data declined by 40% in vehicle-treated rats but was preserved at near-normal levels (8% decline) in albumin-treated rats (P<0.001). Albumin also led to higher ADC values within unlesioned brain regions. Histology revealed large consistent cortical and subcortical infarcts in vehicle-treated rats, while albumin therapy reduced infarct volume at these sites, on average, by 84% and 33%, respectively. Total infarct volume was reduced by 66% and brain swelling was virtually eliminated by albumin treatment. Microscopically, while infarcted regions of vehicle-treated rats had the typical changes of pannecrosis, infarcted zones of albumin-treated brains showed persistence of vascular endothelium and prominent microglial activation, suggesting that albumin therapy may help to preserve the neuropil within zones of residual infarction. CONCLUSIONS: These findings confirm the striking neuroprotective efficacy of albumin therapy in focal cerebral ischemia and reveal that this effect is associated with DWI normalization and a mitigation of pannecrotic changes within zones of residual injury.

Linking postdoctoral general dentistry programs with managed care programs and settings.

This report presents the results of a small workgroup convened by the American Association of Dental Schools to examine experiences related to postdoctoral general dentistry programs linked with managed care systems and clinical settings. The workgroup was a component of an Association effort to identify and promote innovative and nontraditional methods by which the number of postdoctoral general dentistry (PGD) positions can be increased to meet current demand for PGD education. The participants identified factors and conditions that they believed to be critical to the planning, development, and conduct of PGD programs with substantial linkages with managed care systems and settings. The information should be helpful to others as they consider opportunities to establish PGD programs or increase their number of PGD training positions.

General dentistry grant program: 1976-1996.

The federal general dentistry grant program supports the development of new programs and first-year positions in postdoctoral general dentistry (PGD) education. One hundred and fifteen institutions have participated in the grant program since awards were first made in 1978. The grant program assisted in establishing 59 new PGD programs and 560 new positions. Eighty-eight percent of the new programs are still in operation; 69 percent of the positions are still being filled. These retained programs and positions represent 72 percent and 77 percent of the net growth in PGD programs and positions, respectively, that has occurred since 1977.