Text-based fall prediction in hospital: Development and internal validation of a model to predict in-hospital falls in older patients using free text from daily nursing records.

Aim: The aim of this study was to evelop a predictive model, estimating the probability of an in-hospital fall using previously identified associated words, and word combinations in daily nursing records. To assess the difference in discriminatory ability between the predictive model and currently used screening questions.

Background: Hospital falls are a persistent challenge.

Student-teacher gender congruence and student performance: The role of context.

Student-teacher gender congruence is suggested to be related to increased student performance, but little is known about the contexts in which these effects occur. Based on literature on gender stereotypes this study hypothesizes different effects of student-teacher gender congruence for male and female students across school subjects and in different educational contexts. Using administrative data of secondary schools in The Netherlands ( > 50,000), this study examined to what extent student-teacher gender congruence is associated with male and female students' performance in the subjects math, physics, Dutch language, and French language.

Hydrophilic Species Are the Most Biodegradable Components of Freshwater Dissolved Organic Matter.

Aquatic dissolved organic matter (DOM) is a crucial component of the global carbon cycle, and the extent to which DOM escapes mineralization is important for the transport of organic carbon from the continents to the ocean. DOM persistence strongly depends on its molecular properties, but little is known about which specific properties cause the continuum in reactivity among different dissolved molecules. We investigated how DOM fractions, separated according to their hydrophobicity, differ in biodegradability across three different inland water systems.

Same-Sex Kissing and Having a Gay or Lesbian Child: A Bridge Too Far? Parent-Child Similarities in Homophobic Attitudes and Observed Parental Discomfort.

This study examined parent-child similarities in homophobic attitudes and observed parental discomfort with coming-out vignettes in interactions with their adolescent children (14-18 years old). Based on gender schema theory and the family process model we expected parent-child similarities in homophobic attitudes to be stronger in same-gender dyads. Further, we expected that observed parental discomfort with coming-out vignettes would occur and is stronger when the gender of the parent, child, and character in the vignette match.

Fathers' and mothers' sensitivity during free play with gendered toys.

This study examined whether fathers' and mothers' sensitivity toward sons and daughters varies depending on whether they play with stereotypical girls' toys or boys' toys. In a sample of 144 predominantly White Dutch families with a child aged 4-6 years, fathers' and mothers' sensitivity was observed during two free play episodes while they played with their son or daughter. One play episode was with stereotypical boys' toys, and the other was with stereotypical girls' toys.