Predicting hospital length of stay using machine learning on a large open health dataset.

Background: Governments worldwide are facing growing pressure to increase transparency, as citizens demand greater insight into decision-making processes and public spending. An example is the release of open healthcare data to researchers, as healthcare is one of the top economic sectors. Significant information systems development and computational experimentation are required to extract meaning and value from these datasets.

The prevalence of sexual grooming behaviors among survivors of childhood sexual abuse.

Background: Childhood sexual abuse (CSA) is a global problem that is preventable. Sexual grooming behaviors have been deemed an integral part of CSA for the purpose of avoiding detection and preventing disclosure. Many of these behaviors are reported more often by adults who experienced CSA as compared to those that did not (Jeglic et al.

Assessing the safety and efficacy of prescribing psychologists in New Mexico and Louisiana.

This study aimed to compare patient outcomes between prescribing psychologists, psychiatrists, and primary care physicians (PCPs). Private insurance claims (2005-2021; = 307,478) were used to conduct an active comparator, new user longitudinal cohort study developed using target trial emulation. Inverse propensity for treatment weighting was used to adjust for baseline differences in a range of sociodemographic, clinical, and contextual patient factors.

Possible roles of phytochemicals with bioactive properties in the prevention of and recovery from COVID-19.

Introduction: There have been large geographical differences in the infection and death rates of COVID-19. Foods and beverages containing high amounts of phytochemicals with bioactive properties were suggested to prevent contracting and to facilitate recovery from COVID-19. The goal of our study was to determine the correlation of the type of foods/beverages people consumed and the risk reduction of contracting COVID-19 and the recovery from COVID-19.

Predictors of Health-Related Quality of Life in Younger Persons With a Fecal Ostomy and Inflammatory Bowel Disease.

Purpose: The purpose of this study was to determine predictors of health-related quality of life (HRQOL) in persons aged 18 to 40 years living with inflammatory bowel disease (IBD) and a fecal ostomy.

Design: Descriptive cross-sectional study.

Subjects And Setting: The sample comprised 98 participants recruited from online discussion boards/support groups for individuals living with IBD and an intestinal ostomy.

Parent version of the Eating Disorder Examination: Reliability and validity in a treatment-seeking sample.

Background: Assessment of eating disorders (ED) in youth relies heavily on self-report, yet persistent lack of recognition of the presence and/or seriousness of symptoms can be intrinsic to ED. This study examines the psychometric properties of a semi-structured interview, the parent version of the Eating Disorder Examination (PEDE), developed to systematically assess caregiver report of symptoms.

Methods: A multi-site, clinical sample of youth (N = 522; age range: 12 to 18 years) seeking treatment for anorexia nervosa (AN) and subsyndromal AN were assessed using the Eating Disorder Examination (EDE) for youth and the PEDE for collateral caregiver report.

The Relation Between Domestic Violence and Professional, Contact Sports: It's Complicated.

Learning theories provide explanations for domestic violence; they can also aid in our understanding of the relation between contact sports and domestic violence. Notably, language used during sporting events and athletes' behaviors being rewarded both on and off the field can influence the behaviors of viewers. Adubato (2016) found a statistically significant relation between an increase in domestic violence arrests and the kick-off times of Philadelphia Eagles football games.

Reducing maternal and child oral health disparities in Sub-Saharan Africa through a community-based strategy.

Oral conditions disproportionately affect mothers and children in Sub-Saharan Africa, due to biological vulnerabilities, a scarcity of oral health workers, deficient preventive strategies, and gender-based barriers to care. The World Health Organization (WHO) recommends integrating oral health into broader health delivery models, to reduce these disparities. We propose integrating preventive oral healthcare into community-based programs to bridge these gaps.

Investigating Determinants of Client Psychotherapy Preference: An Analog Study.

Increased emphasis has been placed on elucidating the contribution of client variables, such as treatment preference, to optimize evidence-based practice. This analog study sought to better understand variables associated with treatment preference using a convenience sample of college students ( = 54) who read brief descriptions of three interventions for negative thoughts-defusion, noticing, and restructuring. They rated each on acceptability and practicality and completed measures of cognitive fusion, emotional distress, and experiential avoidance as possible moderating variables.

Scope-of-Practice Expansions Associated with Reduced Racial Disparities in Pediatric Mental Health Care.

To examine the association between scope-of-practice (SoP) regulations and racial disparities in pediatric mental health services. We used the National Survey of Children's Health (2016-2020; n = 33,790) to examine racial disparities in unmet mental health care needs and receipt of mental health medication between states with and without SoP expansions for psychologists and nurse practitioners (NP). Our primary outcomes were (1) unmet mental health care needs and (2) receipt of mental health medication.

Examining Parental Abilities to Recognize Sexual Grooming Behaviors of Child Sexual Abusers.

Purpose: Identifying sexual grooming behaviors holds potential to reduce the occurrence of child sexual abuse (CSA) and increase disclosure rates. Given the influential role parents play in CSA prevention and the lack of previous research examining parent-specific sexual grooming recognition abilities, this study examined both generalized adult (i.e.

Relationships of paraeducators and teachers with their autistic students.

Paraeducators play an important role in the classroom experiences of many autistic students. Although previous research has indicated that autistic students typically have strained relationships with their teachers, little is known about their relationships with paraeducators. We examined relationship quality reported by teachers (N = 171) and paraeducators (N = 28) with their elementary-age autistic students (IQ ≥ 50, ages 4-8 years, Grades PreK-3).

Body checking and avoidance among dancers.

Dancers are at heightened risk for eating disorders (EDs) and have job and training demands that obscure ED assessment and likely impede treatment. Two behavioral manifestations of ED psychopathology that may present uniquely in a dance environment are body checking and body avoidance. The current study sought to provide a foundational understanding of the phenomenology of body checking and avoidance among dancers by assessing the reliability (i.

Addressing Challenges in Standardizing Helicobacter pylori Treatment Protocols: Importance and Review.

, one of the top carcinogens, is associated with most cases of gastric cancer-related deaths worldwide. Over the past two decades, the rising rates of antibiotic resistance in the bacterium have reduced the efficacy of conventional antibiotic-based treatments. This underscores the urgency for continued research and novel treatment approaches.

Assessment of Electronic Health Literacy Among Filipino Americans.

Health literacy requires skills of reading, understanding, and analyzing text, numbers, graphs, and diagrams to make well-informed decisions. The increase advancement in technologies has made health information accessible in electronic format. Individuals must apply health literacy in navigating through health information resources on the Internet.

Insights into the selectivity of polar stationary phases based on quantitative retention mechanism assessment in hydrophilic interaction chromatography.

Hydrophilic interaction chromatography (HILIC) offers different selectivity than reversed-phase liquid chromatography (RPLC). However, our knowledge of the driving force for selectivity is limited and there is a need for a better understanding of the selectivity in HILIC. Quantitative assessment of retention mechanisms makes it possible to investigate selectivity based on understanding the underlying retention mechanisms.

Tri-state logic computation by activating DNA origami chains.

The invention of DNA nanotechnology has enabled molecular computation as a promising substitute for traditional semiconductors which are limited to two-dimensional architectures and by heating problems resulting from densification. Current studies of logic gates achieved using DNA molecules are predominately focused on two-state operations (AND, OR, .); however, realizing tri-state logic (high impedance Z) in DNA computation is understudied.

Briefing on Investigational Chimeric Antigen Receptor T-Cell Immunotherapies in Pediatric Neoplasms.

The promising results seen in the treatment of refractory hematologic malignancies with tisagenlecleucel (Kymriah), the pioneering Chimeric Antigen Receptor (CAR) T-cell immunotherapy, has stimulated a fast growth in research and clinical testing of novel CAR-T constructs, targets, and various generations of CAR T-cells. Pharmacists may receive inquiries about active clinical trials or may be contributing to the care of patients participating in these studies. This briefing discusses the on-going clinical trials that explore novel CAR T-cell immunotherapies in pediatric refractory malignancies of hematologic and solid organ origins.

White adoptive parents of children from China, microaggressions, and parental awareness of bias.

In this study, we explored racial microaggressions (RMAs) and adoption microaggressions (AMAs) experienced and committed by white adoptive parents of transracial adoptees. Two research questions guided this inquiry: (a) What types of RMAs and AMAs do white adoptive parents of children adopted from China experience and commit? and (b) how is white adoptive parental awareness of race and adoption related to their committing of microaggressions? Based on qualitative coding of interviews conducted with 39 white adoptive parents of Chinese adoptees, the most frequently coded AMA was for experienced AMAs and for committed AMAs. was the most experienced RMA, and was the most committed RMA.

Application of Argon Plasma Technology for the Synthesis of Anti-Infective Copper Nanoparticles.

The synthesis of copper nanoparticles (CuNPs) was accomplished by using a rapid, green, and versatile argon plasma reduction method that involves solvent extraction. With this method, a plasma-solid state interaction forms and CuNPs can be synthesized from copper(II) sulfate using a low-pressure, low-temperature argon plasma. Characterization studies of the CuNPs revealed that when a metal precursor is treated under optimal experimental conditions of 80 W of argon plasma for 300 s, brown CuNPs are synthesized.

When experiencing nice interactions at work: Good sleep quality via well-being.

Based on the Work-Home Resources Model and Conservation of Resources Theory, we develop dual mechanisms by which nice interactions (patients' compliments and coworkers' informational support) predict sleep quality. Specifically, we expect these nice interactions to help individuals conserve their personal energy in the form of less cognitive depletion (a cognitive process) and diminished physical fatigue (a physical process). Further, we propose employees utilise their energy resources to experience better sleep quality.

Mapping the Relationship between Health-related Beliefs, Fear, Avoidance, and Depression: Lessons from the Pandemic and Beyond.

The COVID-19 pandemic brought a mental health crisis, with depression symptoms increasing nearly three-fold compared to pre-pandemic levels. To explain this surge and to outline related novel treatment targets for post-pandemic psychiatric interventions, the current study examined cognitive, emotional, and behavioral predictors of depression (in the context of the recent pandemic). Participants completed measures assessing perceived danger, perceived infectiousness, and fear of the coronavirus (COVID-19).

Correlates of Unmet Need for Modern Contraception Among Reproductive-Aged Women Involved in New York City Criminal Legal Systems.

Introduction: The population of women involved in criminal legal systems (WICL), a majority of whom are reproductive-aged, has risen steadily in the United States. They contend with numerous barriers to sexual and reproductive health services resulting in high rates of unmet need for contraception and unintended pregnancy.

Materials And Methods: This study included 132 non-pregnancy seeking reproductive-aged WICL enrolled in the baseline assessment of the HIV prevention intervention, "Women on the Road to Health" (WORTH).