A genetic risk score to predict treatment nonresponse in psychotic depression.

Psychotic depression is a severe and difficult-to-treat subtype of major depressive disorder for which higher rates of treatment-resistant depression were found. Studies have been performed aiming to predict treatment-resistant depression or treatment nonresponse. However, most of these studies excluded patients with psychotic depression. We created a genetic risk score (GRS) based on a large treatment-resistant depression genome-wide association study. We tested whether this GRS was associated with nonresponse, nonremission and the number of prior adequate antidepressant trials in patients with a psychotic depression. Using data from a randomized clinical trial with patients with a psychotic depression (n = 122), we created GRS deciles and calculated positive prediction values (PPV), negative predictive values (NPV) and odds ratios (OR). Nonresponse and nonremission were assessed after 7 weeks of treatment with venlafaxine, imipramine or venlafaxine plus quetiapine. The GRS was negatively correlated with treatment response (r = -0.32, p = 0.0023, n = 88) and remission (r = -0.31, p = 0.0037, n = 88), but was not correlated with the number of prior adequate antidepressant trials. For patients with a GRS in the top 10%, we observed a PPV of 100%, a NPV of 73.7% and an OR of 52.4 (p = 0.00072, n = 88) for nonresponse. For nonremission, a PPV of 100%, a NPV of 51.9% and an OR of 21.3 (p = 0.036, n = 88) was observed for patients with a GRS in the top 10%. Overall, an increased risk for nonresponse and nonremission was seen in patients with GRSs in the top 40%. Our results suggest that a treatment-resistant depression GRS is predictive of treatment nonresponse and nonremission in psychotic depression.

Self-regulated learning profiles including test anxiety linked to stress and performance: A latent profile analysis based across multiple cohorts.

INTRODUCTION: Medical educators aim to understand why students differ in performance and stress. While performance and stress are associated with student demographics, school factors and aspects of self-regulated learning (SRL), it remains unclear how these elements interact within individuals. This multi-cohort study identified SRL profiles among medical students and explored their associations with performance and stress. Additionally, we examined the identified profiles' associations with gender, migration status and assessment policy. METHODS: We used latent profile analysis (LPA) to identify profiles on Motivated Strategies for Learning Questionnaire (MSLQ) scores of six cohorts (2014-2019) of Year 1, first semester medical students (n = 1894) in a Dutch medical school. We used nine MSLQ subscales that measure test anxiety (TA), self-efficacy, deep learning, resource management and value. The university's assessment policy varied, demanding students to obtain 100% or 75% of Year 1 credits to remain enrolled. We defined optimal performance as obtaining all credits at the end of Year 1. Two cohorts completed the Perceived Stress Scale (PSS-14, n = 409) in the 2nd semester. RESULTS: We identified three distinct student profiles: 693/1894(36.6%) were classified as TAhighSRLhigh, 661/1894(34.9%) as TAlowSRLhigh and 540/1894(28.5%) as TAmoderateSRLlow. Females were more likely to belong to TAhighSRLhigh profiles compared to males (effect size [ES] Cramer's V = .13, small). Migration background was not associated with these profiles. The TAhighSRLhigh profile was more prevalent under the 100% assessment policy (ES Cramer's V = .10, negligible). TAlowSRLhigh students demonstrated lower stress levels (PSS = 23.9 out of 56) compared to TAhighSRLhigh students (PSS = 28.7, ES Cohen's d = .62, medium) and TAmoderateSRLlow students (PSS = 28.2, ES Cohen's d = .51, medium). Performance differed among the three profiles (ES Cramer's V = .16, small): 82.5% optimal performance in the TAlowSRLhigh, 71.9% in the TAhighSRLhigh and 65.2% in the TAmoderateSRLlow profile. DISCUSSION: Three distinct SRL student profiles associated with gender, academic performance and perceived stress were identified. Test anxiety had additional value in distinguishing subgroups with differential academic performance and stress. These profiles may aid educators to inform personalised support strategies for novice learners.

The Relationship of Early Sleep Improvement With Response to Pharmacotherapy in Unipolar Psychotic Depression.

BACKGROUND: Since insomnia and depression are interrelated, improved sleep early in antidepressant pharmacotherapy may predict a positive treatment outcome. We investigated whether early insomnia improvement (EII) predicted treatment outcome in psychotic depression (PD) and examined if there was an interaction effect between EII and treatment type to assess if findings were treatment-specific. METHODS: This study is a secondary analysis of a randomized trial comparing 7 weeks treatment with the antidepressants venlafaxine, imipramine and venlafaxine plus the antipsychotic quetiapine in PD ( n = 114). Early insomnia improvement, defined as ≥20% reduced insomnia after 2 weeks, was assessed by the Hamilton Rating Scale for Depression (HAM-D-17). Associations between EII and treatment outcome were examined using logistic regressions. Subsequently, we added interaction terms between EII and treatment type to assess interaction effects. The predictive value of EII was compared with early response on overall depression (≥20% reduced HAM-D-17 score after 2 weeks). RESULTS: EII was associated with response (odds ratio [OR], 7.9; 95% confidence interval [CI], 2.7-23.4; P = <0.001), remission of depression (OR, 6.1; 95% CI, 1.6-22.3; P = 0.009), and remission of psychosis (OR, 4.1; 95% CI, 1.6-10.9; P = 0.004). We found no interaction effects between EII and treatment type on depression outcome. Early insomnia improvement and early response on overall depression had a comparable predictive ability for treatment outcome. CONCLUSIONS: Early insomnia improvement was associated with a positive outcome in pharmacotherapy of PD, regardless of the medication type. Future studies are needed to confirm our findings and to examine the generalizability of EII as predictor in treatment of depression.

Do junior doctors make more prescribing errors than experienced doctors when prescribing electronically using a computerised physician order entry system combined with a clinical decision support system? A cross-sectional study.

OBJECTIVES: Prescribing errors can lead to inconvenience, morbidity and mortality. It is therefore crucial to educate doctors to prescribe safely, efficiently and effectively. To create an effective educational programme, it is essential to understand which errors are made and by whom. The aim of this study is to explore if the experience level of the doctor influences how many and which prescribing errors are made in a European academic teaching hospital, where a computerised physician order entry system (CPOE) with a clinical decision support system (CDSS) is exclusively used. METHODS: Prescriptions for all inpatients in an academic teaching hospital were collected in June 2021. All prescriptions with an alert generated by the CDSS which could not be handled by a pharmacy technician according to local protocol were checked for errors. Identified errors were categorised by type and severity. RESULTS: A total of 130 538 prescriptions were newly made or altered by doctors. Of these prescriptions, 1914 (1.5%) were retained for a check by the pharmacist. These contained 430 prescribing errors (0.3% of total prescriptions). Doctors not in specialty training and those in specialty training made more prescribing errors than consultants (0.5% and 0.5% vs 0.1%; p<0.001). Doctors in specialty training made relatively more drug-drug interaction errors than consultants (n=31 (16%) vs n=3 (3%), p<0.05). No significant difference was found regarding the severity of the errors. CONCLUSIONS: Doctors not in specialty training and doctors in specialty training, who are the less experienced doctors, make more prescribing errors than consultants, even with the use of a CPOE combined with CDSS. The type of errors differ between doctors of different experience levels. This finding provides a solid basis for specific additional education to medical students, doctors not in specialty training and doctors in specialty training.

The association between how medical students were selected and their perceived stress levels in Year-1 of medical school.

BACKGROUND: The prevalence of medical students' mental distress is high. While schools apply various methods to select a well-performing and diverse student population, little is known about the association between different selection methods and the well-being of these students during medical school. The present retrospective multi-cohort study assessed whether students selected by high grades, assessment, or weighted lottery showed different stress perception levels in Year-1 of medical school. METHODS: Of 1144 Dutch Year-1 medical students, 650 (57%) of the cohorts 2013, 2014, and 2018 who were selected by high grades, assessment, or weighted lottery completed a stress perception questionnaire (PSS-14). A multilevel regression analysis assessed the association between selection method (independent variable) and stress perception levels (dependent variable) while controlling for gender and cohort. In a post-hoc analysis, academic performance (optimal vs. non-optimal) was included in the multilevel model. RESULTS: Students selected by assessment (B = 2.25, p < .01, effect size (ES) = small) or weighted lottery (B = 3.95, p < .01, ES = medium) had higher stress perception levels than students selected by high grades. Extending the regression model with optimal academic performance (B=-4.38, p < .001, ES = medium), eliminated the statistically significant difference in stress perception between assessment and high grades and reduced the difference between weighted lottery and high grades from 3.95 to 2.45 (B = 2.45, p < .05, ES = small). CONCLUSIONS: Selection methods intended to create a diverse student population - assessment and lottery - are associated with higher stress perception levels in Year-1 of medical school. These findings offer medical schools insights into fulfilling their responsibility to take care of their students' well-being.

Do malpractice claim clinical case vignettes enhance diagnostic accuracy and acceptance in clinical reasoning education during GP training?

BACKGROUND: Using malpractice claims cases as vignettes is a promising approach for improving clinical reasoning education (CRE), as malpractice claims can provide a variety of content- and context-rich examples. However, the effect on learning of adding information about a malpractice claim, which may evoke a deeper emotional response, is not yet clear. This study examined whether knowing that a diagnostic error resulted in a malpractice claim affects diagnostic accuracy and self-reported confidence in the diagnosis of future cases. Moreover, suitability of using erroneous cases with and without a malpractice claim for CRE, as judged by participants, was evaluated. METHODS: In the first session of this two-phased, within-subjects experiment, 81 first-year residents of general practice (GP) were exposed to both erroneous cases with (M) and erroneous cases without (NM) malpractice claim information, derived from a malpractice claims database. Participants rated suitability of the cases for CRE on a five-point Likert scale. In the second session, one week later, participants solved four different cases with the same diagnoses. Diagnostic accuracy was measured with three questions, scored on a 0-1 scale: (1) What is your next step? (2) What is your differential diagnosis? (3) What is your most probable diagnosis and what is your level of certainty on this? Both subjective suitability and diagnostic accuracy scores were compared between the versions (M and NM) using repeated measures ANOVA. RESULTS: There were no differences in diagnostic accuracy parameters (M vs. NM next step: 0.79 vs. 0.77, p = 0.505; differential diagnosis 0.68 vs. 0.75, p = 0.072; most probable diagnosis 0.52 vs. 0.57, p = 0.216) and self-reported confidence (53.7% vs. 55.8% p = 0.390) of diagnoses previously seen with or without malpractice claim information. Subjective suitability- and complexity scores for the two versions were similar (suitability: 3.68 vs. 3.84, p = 0.568; complexity 3.71 vs. 3.88, p = 0.218) and significantly increased for higher education levels for both versions. CONCLUSION: The similar diagnostic accuracy rates between cases studied with or without malpractice claim information suggests both versions are equally effective for CRE in GP training. Residents judged both case versions to be similarly suitable for CRE; both were considered more suitable for advanced than for novice learners.

"Studying cognitive reappraisal as an antidote to the effect of negative emotions on medical residents' learning: a randomized experiment".

BACKGROUND: Medical trainees often encounter situations that trigger emotional reactions which may hinder learning. Evidence of this effect on medical trainees is scarce and whether it could be counteracted is unclear. This study investigated the effect of negative emotions on medical residents' learning and whether cognitive reappraisal counteracts it. METHODS: Ninety-nine medical residents participated in a three-phase experiment consisting of: (1) watching a video, either a neutral or an emotion-induction version, the latter either followed by cognitive reappraisal or not (2) learning: all participants studied the same medical text; study-time and cognitive engagement were measured; (3) test: a recall-test measured learning. Data was analysed using Chi-square test and one-way ANOVA. RESULTS: Study time significantly varied between conditions (p = 0.002). The two emotional conditions spent similar time, both significantly less than the neutral condition. The difference in test scores failed to reach significance level (p = 0.053). While the emotional conditions performed similarly, their scores tended to be lower than those of the neutral condition. CONCLUSION: Negative emotions can adversely affect medical residents' learning. The effect of emotions was not counteracted by cognitive reappraisal, which has been successfully employed to regulate emotions in other domains. Further research to examine emotion regulation strategies appropriate for medical education is much needed.

Identifying and prioritizing educational content from a malpractice claims database for clinical reasoning education in the vocational training of general practitioners.

Diagnostic reasoning is an important topic in General Practitioners' (GPs) vocational training. Interestingly, research has paid little attention to the content of the cases used in clinical reasoning education. Malpractice claims of diagnostic errors represent cases that impact patients and that reflect potential knowledge gaps and contextual factors. With this study, we aimed to identify and prioritize educational content from a malpractice claims database in order to improve clinical reasoning education in GP training. With input from various experts in clinical reasoning and diagnostic error, we defined five priority criteria that reflect educational relevance. Fifty unique medical conditions from a malpractice claims database were scored on those priority criteria by stakeholders in clinical reasoning education in 2021. Subsequently, we calculated the mean total priority score for each condition. Mean total priority score (min 5-max 25) for all fifty diagnoses was 17,11 with a range from 13,89 to 19,61. We identified and described the fifteen highest scoring diseases (with priority scores ranging from 18,17 to 19,61). The prioritized conditions involved complex common (e.g., cardiovascular diseases, renal insufficiency and cancer), complex rare (e.g., endocarditis, ectopic pregnancy, testicular torsion) and more straightforward common conditions (e.g., tendon rupture/injury, eye infection). The claim cases often demonstrated atypical presentations or complex contextual factors. Including those malpractice cases in GP vocational training could enrich the illness scripts of diseases that are at high risk of errors, which may reduce diagnostic error and related patient harm.

Applicant perceptions of selection methods for health professions education: Rationales and subgroup differences.

CONTEXT: Applicant perceptions of selection methods can affect motivation, performance and withdrawal and may therefore be of relevance in the context of widening access. However, it is unknown how applicant subgroups perceive different selection methods. OBJECTIVES: Using organisational justice theory, the present multi-site study examined applicant perceptions of various selection methods, rationales behind perceptions and subgroup differences. METHODS: Applicants to five Dutch undergraduate health professions programmes (N = 704) completed an online survey including demographics and a questionnaire on applicant perceptions applied to 11 commonly used selection methods. Applicants rated general favourability and justice dimensions (7-point Likert scale) and could add comments for each method. RESULTS: Descriptive statistics revealed a preference for selection methods on which applicants feel more 'in control': General favourability ratings were highest for curriculum-sampling tests (mean [M] = 5.32) and skills tests (M = 5.13), while weighted lottery (M = 3.05) and unweighted lottery (M = 2.97) were perceived least favourable. Additionally, applicants preferred to distinguish themselves on methods that assess attributes beyond cognitive abilities. Qualitative content analysis of comments revealed several conflicting preferences, including a desire for multiple selection methods versus concerns of experiencing too much stress. Results from a linear mixed model of general favourability indicated some small subgroup differences in perceptions (based on gender, migration background, prior education and parental education), but practical meaning of these differences was negligible. Nevertheless, concerns were expressed that certain selection methods can hinder equitable admission due to inequal access to resources. CONCLUSIONS: Our findings illustrate that applicants desire to demonstrate a variety of attributes on a combination of selection tools, but also observe that this can result in multiple drawbacks. The present study can help programmes in deciding which selection methods to include, which more negatively perceived methods should be better justified to applicants, and how to adapt methods to meet applicants' needs.

Medical students' crisis-induced stress and the association with social support.

BACKGROUND: Medical schools are challenged to guard student wellbeing given the potential negative impact of the COVID-19 outbreak combined with an already high prevalence of mental distress. Although social support is generally associated with less crisis-induced stress, it is unknown whether this applies to medical students during the COVID-19 outbreak. OBJECTIVES: The impact of the COVID-19 outbreak on perceived stress of medical students was assessed by comparing their perceived stress levels during the outbreak to both their own baseline and the previous cohort's pre-COVID-19 stress levels. Then, the association between social support and stress during the COVID-19 outbreak was assessed. METHODS: Dutch Year-1 medical students of cohort 2019 (n = 99) completed the 14-item Perceived Stress Scale (PSS-14) at two time points: baseline (pre-COVID-19) and final measurement (COVID-19). Social support-emotional-informational support and club membership-was assessed during the final measurement. PSS and social support scores were compared to similar measurements of cohort 2018 (n = 196). Students' baseline stress levels, gender, and study performance were controlled for when comparing final stress levels. RESULTS: In cohort 2018 (pre-COVID-19), students' perceived stress levels did not differ significantly between the baseline and final measurements. Additionally, baseline stress levels of the two cohorts (2018 and 2019) were not found to be significantly different. Cohort 2019's final stress levels (COVID-19) were significantly higher compared to their baseline stress levels (paired t-test: t = 6.07, p < .001) and cohort 2018's final stress levels (linear regression: B = 4.186, p < .001). Only during the COVID-19 outbreak higher social support levels-i.e., emotional-informational support (B = -0.75, p < .001) and club membership (B = -3.68, p < .01)-were associated with lower stress levels. CONCLUSIONS: During the COVID-19 outbreak, medical students' perceived stress levels were higher-especially for students with lower social support levels. Our results suggest that medical schools should optimize social support to minimize crisis-induced stress.

Effect on diagnostic accuracy of cognitive reasoning tools for the workplace setting: systematic review and meta-analysis.

BACKGROUND: Preventable diagnostic errors are a large burden on healthcare. Cognitive reasoning tools, that is, tools that aim to improve clinical reasoning, are commonly suggested interventions. However, quantitative estimates of tool effectiveness have been aggregated over both workplace-oriented and educational-oriented tools, leaving the impact of workplace-oriented cognitive reasoning tools alone unclear. This systematic review and meta-analysis aims to estimate the effect of cognitive reasoning tools on improving diagnostic performance among medical professionals and students, and to identify factors associated with larger improvements. METHODS: Controlled experimental studies that assessed whether cognitive reasoning tools improved the diagnostic accuracy of individual medical students or professionals in a workplace setting were included. Embase.com, Medline ALL via Ovid, Web of Science Core Collection, Cochrane Central Register of Controlled Trials and Google Scholar were searched from inception to 15 October 2021, supplemented with handsearching. Meta-analysis was performed using a random-effects model. RESULTS: The literature search resulted in 4546 articles of which 29 studies with data from 2732 participants were included for meta-analysis. The pooled estimate showed considerable heterogeneity (I2=70%). This was reduced to I2=38% by removing three studies that offered training with the tool before the intervention effect was measured. After removing these studies, the pooled estimate indicated that cognitive reasoning tools led to a small improvement in diagnostic accuracy (Hedges' g=0.20, 95% CI 0.10 to 0.29, p<0.001). There were no significant subgroup differences. CONCLUSION: Cognitive reasoning tools resulted in small but clinically important improvements in diagnostic accuracy in medical students and professionals, although no factors could be distinguished that resulted in larger improvements. Cognitive reasoning tools could be routinely implemented to improve diagnosis in practice, but going forward, more large-scale studies and evaluations of these tools in practice are needed to determine how these tools can be effectively implemented. PROSPERO REGISTRATION NUMBER: CRD42020186994.

How would final-year medical students perform if their skill-based prescription assessment was real life?

AIMS: Prescribing errors occur frequently, especially among junior doctors. Our aim was to investigate prescribing errors made by final-year medical students. Information on these errors can help to improve education on and assessment of clinical pharmacotherapy (CPT). METHODS: This was a retrospective cohort study amongst final-year medical students at Erasmus Medical Centre, The Netherlands. Errors made in the final prescribing assessment were analysed. Errors were categorized by type, possible consequence and possibility of reaching the patient in real life. RESULTS: A total of 381 students wrote 1502 analysable prescriptions. Forty per cent of these contained at least one error, and 54% of errors were of the inadequate information type. The rating of prescriptions for children was lower than for other question categories (P = <.001). Fifty per cent of errors were classified as "would have reached the patient but would not have had the potential to cause harm". In total, 253 (29%) errors would not have been intercepted by an electronic prescribing system or a pharmacist. Ten (4%) of these would probably have caused harm in the patient. CONCLUSIONS: There is a high rate of errors in prescriptions written by final-year medical students. Most errors were of the inadequate information type, indicating that students had difficulties determining the content and amount of information needed to make treatment successful. Prescriptions for children contained most errors. Curricula could be improved by offering more case-based CPT education, focusing on the practical issues of prescribing, especially for paediatric cases, and offering more practice time for prescribing during clerkships.

Influence of adjuvant nortriptyline on the efficacy of electroconvulsive therapy: A randomized controlled trial and 1-year follow-up.

OBJECTIVE: There is limited evidence that adding an antidepressant to electroconvulsive therapy (ECT), compared with ECT monotherapy, improves outcomes. We aimed to determine whether the addition of nortriptyline to ECT enhances its efficacy and prevents post-ECT relapse. METHODS: We conducted a randomized, double-blind, placebo-controlled trial (RCT). Patients with major depressive disorder and an indication for ECT received either nortriptyline or placebo during a bilateral ECT course. Outcome measures were mean decrease in Hamilton Rating Scale for Depression (HRSD) score, response, remission, and time to response and remission. Patients who attained remission participated in a 1-year follow-up study with open-label nortriptyline. Outcome measures were relapse and time to relapse. RESULTS: We included 47 patients in the RCT. In the nortriptyline group, 83% showed response, 74% attained remission, and the mean decrease in HRSD score was 21.6 points. In the placebo group these figures were, respectively, 81% (p = 0.945), 73% (p = 0.928) and 20.7 points (p = 0.748). Thirty-one patients participated in the follow-up study. In patients who had received nortriptyline during the RCT, 47% relapsed at a mean of 34.2 weeks. Patients who had received placebo showed similar treatment results. In both study phases, no statistically significant differences between the nortriptyline and the placebo group were found. CONCLUSION: In our sample of severely depressed patients who were often medication resistant and suffering from psychotic depression, the addition of nortriptyline to ECT did not enhance its efficacy or prevent post-ECT relapse. Encouragingly, even in these patients ECT was highly effective and relapse rates were relatively low.

Student ethnicity predicts social learning experiences, self-regulatory focus and grades.

CONTEXT: Ethnic minority students find that their ethnicity negatively affects the evaluation of their capacities and their feelings in medical school. This study tests whether ethnic minority and majority students differ in their 'self-regulatory focus' in clinical training, that is, their ways to approach goals, due to differences in social learning experiences. Self-regulatory focus consists of a promotion and prevention focus. People who are prone to stereotypes and unfair treatments are more likely to have a prevention focus and conceal certain identity aspects. The objectives of the study are to test whether ethnic minority students, as compared with ethnic majority students, are equally likely to have a promotion focus, but more likely to have a prevention focus in clinical training due to more negative social learning experiences (Hypothesis 1), and whether the relationship between student ethnicity and clinical evaluations can be explained by students' gender, social learning experiences, self-regulatory focus and impression management (Hypothesis 2). METHODS: Survey and clinical evaluation data of 312 (71.2% female) clerks were collected and grouped into 215 ethnic majority (69.4%) and 95 ethnic minority students (30.6%). Students' social learning experiences were measured as perceptions of unfair treatment, trust in supervisors and social academic fit. Self-regulatory focus (general and work specific) and impression management were also measured. A parallel mediation model (Hypothesis 1) and hierarchical multiple regression analyses were used (Hypothesis 2). RESULTS: Ethnic minority students had higher perceptions of unfair treatment and lower trust in their supervisors in clinical training. They were more prevention focused in clinical training, but this was not mediated by having more negative social learning experiences. Lower clinical evaluations for ethnic minority students were unexplained. Promotion focus in clinical training and trust in supervisors positively relate to clinical grades. CONCLUSION: Student ethnicity predicts social learning experiences, self-regulatory focus and grades in clinical training. The hidden curriculum plausibly plays a role here.

Better performance of medical students on pharmacotherapy knowledge and skills tests is associated with practising with e-learning program P-scribe.

AIMS: Junior doctors write most hospital prescriptions, yet are more than twice as likely to make an error in their prescriptions compared to senior doctors. A possibility to enhance pharmacotherapy education is through the use of e-learning modules. The aim of this study was to determine whether P-scribe, as the chosen e-learning resource, helps students in passing their pharmacotherapy assessments. METHODS: This retrospective study was undertaken in the Erasmus Medical Center, the Netherlands. All 270 medical students who started their master's curriculum in the academic session of 2017-2018 were included. Data were analysed to identify the frequency of student's use per e-learning module, total time students spent on e-learning modules and timing of the use of e-learning modules in relation to their assessments. The results of the assessments were analysed to identify possible correlations between the time students spent using P-scribe, their timing of use and their assessment results. RESULTS: Students who passed their knowledge-based assessment first time had a mean practice time of five more hours than students who did not pass first time (P < .05, 95% CI: 3.4-6.6). These students practised on average six e-learning modules more (P < .05, 95% CI: 4.1-7.0) than students who failed their first attempt. Students who passed their skill-based prescription test first time, practised on average five more e-learning modules (P = .006, 95% CI: 1.4-8.3) than students who failed their first attempt. CONCLUSION: Students who passed their pharmacotherapy assessments first time spent more time, and practised more frequently, with e-learning modules.

Do norms unintentionally increase stereotypical expressions? A randomised controlled trial.

INTRODUCTION: Implicit biases of health professionals could cause biased judgements. Many anti-bias interventions seem to be ineffective, and some even counterproductive. People tend to be compliant to standards describing what the majority of people finds or does, and this could cause people to think in a stereotype-consistent manner. This study examines whether descriptive social norms such as 'the majority of people have stereotypes' (majority message), as often stated in interventions, actually increase people's stereotypes. To examine the effect of descriptive social norms (Hypothesis 1) and the effect of individual perceptions and preferences (Hypothesis 2a and 2b) on stereotypical expressions towards medical students. METHODS: First, we determined which ethic stereotypes regarding medical students prevail in Dutch medical education (N = 52). Next, two similar randomised controlled trials, both with teachers and students, were carried out (N = 158 and N = 123, respectively), one with an East Asian student picture (ethnic minority) and one with a native Dutch student picture (ethnic majority). Participants were randomly assigned to either a majority-message, minority-message or no-message condition, and rated the presented minority or majority picture on specific stereotypical features. Subsequently, participants described a typical day of that same student's life. These descriptions were rated for stereotypicality by two independent raters, who were blind for condition and stimulus. Inclusive work environment (IWC) and social dominance orientation (SDO) of participants were measured as indicators of individual perceptions and preferences. RESULTS: Stereotypes were expressed towards both picture stimuli, yet message condition did not affect stereotypical expressions. SDO positively related to stereotypical expressions towards the East Asian student, whereas IWC positively related to stereotypical expressions towards the native Dutch student. CONCLUSION: Interventions do not unintentionally increase stereotypes by communicating what the majority of people thinks or does. Individual perceptions and preferences are predictive of stereotypes, whereas descriptive social norms are not.

Association of the neutrophil to lymphocyte ratio and white blood cell count with response to pharmacotherapy in unipolar psychotic depression: An exploratory analysis.

Background: Low-grade inflammation occurs in a subgroup of patients with Major Depressive Disorder (MDD) and may be associated with response to antidepressant medications. The Neutrophil to Lymphocyte Ratio (NLR) and total White Blood cell Count (WBC) are markers of systemic inflammation which have not been investigated as predictors for outcome to pharmacotherapy in unipolar depression yet. Moreover, the association between inflammation and treatment response has not been studied in unipolar Psychotic Depression (PD). We conducted an exploratory analysis to examine the prognostic significance of NLR and WBC in pharmacotherapy of PD. Methods: Baseline NLR and WBC were examined in their association with response to seven weeks of treatment with antidepressants (venlafaxine or imipramine) and the combination of an antidepressant with an antipsychotic (venlafaxine plus quetiapine) in 87 patients with PD. Logistic regression models were adjusted for age, gender, Body Mass Index (BMI), depression severity, duration of the current episode and number of previous depressive episodes. Secondary outcomes were remission of depression and disappearance of psychotic symptoms. Results: Higher NLR was associated with increased response to pharmacotherapy (Exp(B) 1.66, 95 % CI 1.03-2.66, p = 0.036), but not with remission of depression or disappearance of psychotic symptoms. WBC was not associated with any of the outcome measures. Conclusion: NLR may be a novel, inexpensive and widely available biomarker associated with response to pharmacotherapy in PD. The association between white blood cell measures and treatment outcome should be further investigated for different types of antidepressants in PD and in non-psychotic MDD.

Effects of raising the bar on medical student study progress: An intersectional approach.

CONTEXT: Medical schools seek for measures to improve their students' study progress and are responsible for a diverse student population. OBJECTIVES: The effect of a stricter academic dismissal (AD) policy in medical school on short-term and long-term study progress was investigated in a longitudinal cohort study. In addition, differential effects for subgroups were assessed by intersecting gender, ethnicity and prior education (intersectional framework). METHODS: Participants were first-year Bachelor students enrolled in 2011 to 2016 in a Dutch medical school. For cohorts 2011-2013, the AD policy consisted of a minimum of 67% of Year-1 credits required to remain enrolled (67%-policy, n = 1189), and for cohorts 2014-2016, this bar was raised to 100% of Year-1 credits (100%-policy, n = 1233). Outcome measures on study progress were Year-1 completion and dropout (short term) and Bachelor completion in three and four years (long term). RESULTS: Overall, Year-1 completion rates increased under the 100%-policy compared to the 67%-policy (OR = 2.50, 95%-CI:2.06-3.03, P < .001). Yet, this increase was not present for students with non-standard prior education - except for males with a migration background (OR = 7.19, 95%-CI:2.33-25.73, P < .01). The dropout rate doubled under the 100%-policy (OR = 2.41, 95%-CI:1.68-3.53, P < .001). Mainly students with standard prior education dropped out more often (OR = 3.68, 95%-CI:2.37-5.89, P < .001), except for males with a migration background. Bachelor completion rates after three and four years were not positively affected by the 100%-policy. Notably, females without a migration background and with non-standard prior education suffered from the 100%-policy regarding Bachelor completion after three years (OR = 0.29, 95%-CI:0.11-0.76, P < .05). CONCLUSIONS: Despite increased dropout rates, the stricter AD policy improved Year-1 completion rates - especially for under-represented subgroups, thereby improving study progress without harming student diversity on the short term. However, these positive effects did not hold regarding Bachelor completion rates indicating that long-term effects require higher performance standards throughout the Bachelor, which in turn may harm other subgroups and thereby student diversity.

Influence of an adjuvant antidepressant on the efficacy of electroconvulsive therapy: A systematic review and meta-analysis.

OBJECTIVE: The primary indication for electroconvulsive therapy is medication-resistant major depression. There is some evidence that combining electroconvulsive therapy with an antidepressant, instead of electroconvulsive therapy monotherapy, might improve remission rates. However, data on this topic have not been systematically studied. We undertook a systematic review and meta-analysis to determine the effectiveness of an adjuvant antidepressant during electroconvulsive therapy for major depression. METHODS: Embase, Medline Ovid, Web of Science, Cochrane Central, PsychINFO Ovid and Google Scholar were searched up to January 2019. Randomized controlled trials and cohort studies reporting on the influence of an adjuvant antidepressant on the efficacy of electroconvulsive therapy for major depression were included. Authors independently screened records, extracted data and assessed study quality. We reported this systematic review and meta-analysis following Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. RESULTS: Nine studies were included in the meta-analysis. The meta-analysis revealed a significant advantage of adjuvant antidepressants versus placebo. The overall effect size per category of antidepressant was as follows: tricyclic antidepressants: Hedges' g 0.32 (95% confidence interval: [0.14, 0.51]) (k = 6) with low heterogeneity (I2: 4%, p = 0.39); selective serotonin reuptake inhibitors/serotonin noradrenaline reuptake inhibitors: Hedges' g 0.27 (95% confidence interval: [0.03, 0.52]) (k = 2) with a lack of heterogeneity (I2: 0%, p = 0.89); and monoamine oxidase inhibitors: Hedges' g 0.35 (95% confidence interval: [-0.07, 0.77]) with moderate heterogeneity (I2: 43%, p = 0.17) (k = 3). CONCLUSION: An adjuvant antidepressant enhances the efficacy of electroconvulsive therapy for major depression. Tricyclic antidepressants, selective serotonin reuptake inhibitors/serotonin noradrenaline reuptake inhibitors and monoamine oxidase inhibitors showed the same effect size. However, the effect sizes of tricyclic antidepressants and monoamine oxidase inhibitors are most likely underestimated, due to insufficient doses in most of the included studies. We recommend the routine use of an adequately dosed antidepressant during electroconvulsive therapy for major depression.