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Background: Regression analysis is a standard method in medical research. I t is often not clear, however, how the individual components of regression models are to be understood and interpreted. In this article, we provide an overview of this type of analysis and discuss its special features when used in observational studies. Methods: Based on a selective literature review, the individual components of a regression model for differently scaled outcome variables (metric: linear regression; binary: logistic regression; time to event: Cox regression; count variable: Poisson or negative binomial regression) are explained, and their interpretation is illustrated with respect to a study on multiple sclerosis. The prerequisites for the use of each of these models, their applications, and their limitations are described in detail. Results: Regression analyses are used to quantify the relation between several variables and the outcome variable. In randomized clinical trials, this flexible statistical analysis method is usually lean and prespecified. In observational studies, where there is a need to control for potential confounders, researchers with knowledge of the topic in question must collaborate with experts in statistical modeling to ensure high model quality and avoid errors. Causal diagrams are an increasingly important basis for evaluation. They should be constructed in collaboration and should differentiate between confounders, mediators, and colliders. Conclusion: Researchers need a basic understanding of regression models so that these models will be well defined and their findings will be fully reported and correctly interpreted. [ABSTRACT FROM AUTHOR]

Background: This study aimed to investigate the associations between dyscapnia, ventilatory variables, and mortality. We hypothesized that the association between mechanical power or ventilatory ratio and survival is mediated by dyscapnia. Methods: Patients with moderate or severe acute respiratory distress syndrome (ARDS), who received mechanical ventilation within the first 48 h after admission to the intensive care unit for at least 48 h, were included in this retrospective single-center study. Values of arterial carbon dioxide (PaCO 2 ) were categorized into "hypercapnia" (PaCO 2  ≥ 50 mm Hg), "normocapnia" (PaCO 2 36-49 mmHg), and "hypocapnia" (PaCO 2  ≤ 35 mm Hg). We used path analyses to assess the associations between ventilatory variables (mechanical power and ventilatory ratio) and mortality, where hypocapnia or hypercapnia were included as mediating variables. Results: Between December 2017 and April 2021, 435 patients were included. While there was a significant association between mechanical power and hypercapnia (B EM  = 0.24 [95% CI: 0.15; 0.34], P  < .01), there was no significant association between mechanical power or hypercapnia and ICU mortality. The association between mechanical power and intensive care unit (ICU) mortality was fully mediated by hypocapnia (B EM  = -0.10 [95% CI: -0.19; 0.00], P  = .05; B MO  = 0.38 [95% CI: 0.13; 0.63], P  < .01). Ventilatory ratio was significantly associated with hypercapnia (B = 0.23 [95% CI: 0.14; 0.32], P  < .01). There was no significant association between ventilatory ratio, hypercapnia, and mortality. There was a significant effect of ventilatory ratio on mortality, which was fully mediated by hypocapnia (B EM  = -0.14 [95% CI: -0.24; -0.05], P  < .01; B MO  = 0.37 [95% CI: 0.12; 0.62], P  < .01). Conclusion: In mechanically ventilated patients with moderate or severe ARDS, the association between mechanical power and mortality was fully mediated by hypocapnia. Likewise, there was a mediating effect of hypocapnia on the association between ventilatory ratio and ICU mortality. Our results indicate that the debate on dyscapnia and outcome after ARDS should consider the impact of ventilatory variables., Competing Interests: Declaration of Conflicting InterestsThe author(s) declared the following potential conflicts of interest with respect to the research, authorship, and/or publication of this article: JG received consultant fees and speaker's honoraria from Drägerwerk AG & Co. KGaA and GE HealthCare Technologies, Inc. SK received research support from Cytosorbents and Daiichi Sankyo, lecture honoraria from ADVITOS, Biotest, Daiichi Sankyo, Fresenius Medical Care, Gilead, Mitsubishi Tanabe Pharma, MSD, Pfizer, Shionogi and Zoll, consultant fees from Fresenius, Gilead, MSD and Pfizer. Maria Schroeder received research support and speaker's honoraria from Pfizer Pharma GmbH.

There is an ongoing debate about anxiety deficits in psychopathy and their possible impact on individual behavior. Data on actual anxiety- and threat-related behavior associated with psychopathy is still limited. We performed a mixed reality study using the elevated plus-maze (EPM) in a non-clinical sample (N = 160) to test anxiety-related behavior in relation to psychopathic personality traits measured through the Brief Questionnaire of Psychopathic Personality Traits (FPP). The psychopathy sum score correlated significantly with all measures of anxiety-related behavior on the EPM. Sensation seeking, but not general levels of acrophobia was moreover associated with psychopathic traits. Multivariate analyses revealed that the subscales Fearlessness and Lack of Empathy of the FPP predicted anxious behavior. Our findings are the first to demonstrate the relationship between psychopathic traits and actual behavior in an anxiety-inducing environment. This supports the low-anxiety hypothesis in psychopathy research. Implications for potentially harmful or risky behavior are discussed., (© 2024. The Author(s).)

Objective: To compare health service use (HSU) between migrants and non-migrants in Germany. Methods: Using data from the population-based German National Cohort (NAKO), we compared the HSU of general practitioners, medical specialists, and psychologists/psychiatrists between six migrant groups of different origins with the utilization of non-migrants. A latent profile analysis (LPA) with a subsequent multinomial regression analysis was conducted to characterize the HSU of different groups. Additionally, separate regression models were calculated. Both analyses aimed to estimate the direct effect of migration background on HSU. Results: In the LPA, the migrant groups showed no relevant differences compared to non-migrants regarding HSU. In separate analyses, general practitioners and medical specialists were used comparably to slightly more often by first-generation migrants from Eastern Europe, Turkey, and resettlers. In contrast, the use of psychologists/psychiatrists was substantially lower among those groups. Second-generation migrants and migrants from Western countries showed no differences in their HSU compared to non-migrants. Conclusion: We observed a low mental HSU among specific migrant groups in Germany. This indicates the existence of barriers among those groups that need to be addressed., Competing Interests: The authors declare that they do not have any conflicts of interest., (Copyright © 2024 Wiessner, Licaj, Klein, Bohn, Brand, Castell, Führer, Harth, Heier, Heise, Holleczek, Jaskulski, Jochem, Koch-Gallenkamp, Krist, Leitzmann, Lieb, Meinke-Franze, Mikolajczyk, Moreno Velásquez, Obi, Pischon, Schipf, Thierry, Willich, Zeeb and Becher.)

The construct of inclusion of other in the self has been established as one of the most influential measures for relationship closeness in romantic relationships. It is regularly associated with relational well-being, sexual satisfaction, as well as mental health. However, the degree of closeness one desires in the present relationship is person-specific and can differ from the closeness one actually experiences. Exploring these discrepancies, the present study focused on the association between not enough closeness and too much closeness and relationship characteristics, parenting, and extradyadic sexual activity. Data from a population-based sample of 3,161 men and women from the German Health and Sexuality Survey were analyzed using structural equation modeling. Our results confirm closeness discrepancies as prevalent relationship phenomena, while identifying feelings of not enough closeness as much more problematic for the relationship.

The aim of this study was to compare women who have undergone genital cosmetic surgery (FGCS) with women who have not regarding past sexual activities and experiences. It draws on data from the German Health and Sexuality Survey (GeSiD). The subsample of women who had undergone FGCS (n = 32) was compared to a subsample of women who had not had FGCS (n = 96); the samples were matched for age, education, relationship and marital status, and whether participants had born a child. Variables concerning the present relationship, recent/lifetime sexual activities, sexual orientation, pregnancy-related experiences, health, sexual boundary violations/violence, sexual difficulties, and migration background served as main outcome measures. Women who had undergone FGCS reported more often anal intercourse during their last sexual encounter (13% vs. 1%, p = 0.021), a pregnancy ending in miscarriage (34% vs. 16%, p = 0.016), and not to be satisfied with their own appearance (41% vs. 15%, p = 0.002) than women who had not undergone FGCS. The results indicate women's motivations for FGCS beyond the desire to improve genital appearance or function, and that contributing factors might be clinically relevant regarding more general psychological wellbeing., (© 2022. The Author(s).)