Random Effects Logistic Regression Models Research Articles

Empowerment-based intervention and immigrant awareness of biomedical HIV prevention tools in France

Abstract Background Sub-Saharan African immigrants are particularly affected by HIV in France and social hardship is an indirect factor of HIV acquisition. While biomedical HIV prevention tools are available for HIV prevention, evidence suggests a lack of knowledge of these tools among immigrants from Sub-Saharan Africa. We analysed the impact of an empowerment-based intervention on the knowledge of treatment as prevention (TasP), Pre Exposure Prophylaxis (PrEP) and Post Exposure Prophylaxis (PEP) among a population of precarious sub-Saharan African immigrants. Methods Data were collected in the Makasi research project. Participants were recruited in public places based on their precarious situations, they were randomised into two groups (intervention and control) followed during six months between 2018 and 2021. We described the knowledge of biomedical HIV prevention tools at each follow-up time (0, 3, 6 months) and used random-effects logistic regression models to analyse the intervention effect on the level of knowledge of these tools. Results The majority of the participants were men (77.5%) and almost half of them arrived in France within 2 years prior to inclusion (49.3%). At the time of inclusion, 56% of participants knew about TasP, 6% knew about PEP and 4% knew about PrEP. Receiving the intervention increased the odds of knowing PEP (aOR=2.02 [1.09-3.75]; p < 0.026). Intervention effect were observed for TasP and PrEP only after 6 six months. We observed significant time effect for PEP (at 3 months aOR=4.26 [2.33-7.80]; p < 0.001; at 6 months aOR=18.28 [7.39-45.24]; p < 0.001) and PrEP (at 3 months aOR=4.02 [2.10-7.72]; p < 0.001; at 6 months aOR=28.33 [11.16-71.91]; p < 0.001). This time effect is linked to the associations outreach activities. Conclusions Our results suggest that exposure to the Makasi intervention combined with associations activities contributed to increase knowledge of biomedical HIV prevention tools among precarious sub-Saharan African immigrants. Key messages • The Makasi intervention improved the knowledge of biomedical HIV prevention tools. • One-shot empowerment-based intervention shows encouraging result for HIV prevention.

Toothache and its Determinants in 12-Year-Old Iranian Children: A Cross-sectional Study

Background: Toothache is a common condition among children that often leads to school absenteeism. However, there is limited information on the prevalence of toothache and its associated factors in Iranian children. Objectives: This study aimed to assess the prevalence of toothache and related factors in 12-year-old Iranian children. Methods: This was a cross-sectional population-based study. Multistage cluster sampling was used to recruit the participants from three provinces (Tehran, Kerman, and Fars). Parents of 1,468 students aged 12 years completed a valid questionnaire that assessed their socioeconomic status and the children’s oral hygiene behavior, toothache, and absenteeism in the last 6 months. A multivariate random effects logistic regression model was adopted to analyze the effect of demographic, geographic, and oral hygiene practice factors on toothache prevalence. Results: The prevalence of toothache in children was high, with 41% (95% CI = 38.4, 43.5) of the children reporting toothache. Of the children who had a toothache, 12.8% missed 1 to 7 school days. The prevalence of toothache was significantly higher in children living in cities compared to those living in towns (P < 0.001). Additionally, toothache prevalence had a significant association with the fathers’ educational level (P = 0.003) and the children’s toothbrushing and flossing practices (P < 0.001). Conclusions: The high prevalence of toothache among Iranian children highlights the need for effective health interventions to control this condition. These interventions can focus on improving oral hygiene practices and increasing access to dental care in both urban and rural areas. Moreover, targeting families with lower educational levels could be an effective approach to reducing the prevalence of toothache in children.

Anemia prevalence and its predictors among children under‐five years in Ghana. A multilevel analysis of the cross‐sectional 2019 Ghana Malaria Indicator Survey

AbstractBackground and AimsDespite the implementation of anemia control interventions in Ghana, anemia prevalence is still high in children under‐fives. Reducing the prevalence of anemia requires identifying and targeting associated critical risk factors. This study seeks to identify predictors of anemia among children under‐fives in Ghana.MethodsNationally representative data from the 2019 Ghana Malaria Indicator Survey was used in this study. Both fixed and random effects (multilevel) logistic regression models were applied to 2434 children to identify critical factors associated with anemia.ResultsIn this study, 54% (95% confidence interval [CI] 52.0–57.0) of children under‐5 years were anemic. Infants were more likely to be anemic (66.7%) compared with other children below 5 years. In the multivariable multilevel model, the risk of anemia was found to be higher in younger children especially 6–11 months old (adjusted odds ratio [aOR] = 3.59, CI: 2.54–5.08) and 12–23 months old (aOR = 2.97, CI: 2.08–4.23), children who had malaria (aOR = 1.53, CI: 1.13–2.06), children whose mothers were not registered but not covered with health insurance (aOR = 1.45, CI: 1.21–1.74) or were not even registered for insurance (aOR = 1.49, CI: 1.15–1.93), children born to adolescent mothers (aOR = 2.21, CI: 1.36–3.57), children born to non‐Christian mothers (Islam [aOR = 1.53, CI: 1.17–2.00]), children born to families of poorer households (poorest [aOR = 3.01, CI: 1.64–5.51]; poorer [aOR = 2.56, CI: 1.65–3.98]); middle (aOR = 2.03, CI: 1.32–3.11) and richer (aOR = 1.78, CI: 1.19–2.64), and children who lived in either Upper East (aOR = 2.03, CI: 1.26–3.26) or Central (aOR = 2.52, CI: 1.42–4.47) regions. Significant unobserved community‐level differences in anemia prevalence were observed.ConclusionThe probability of anemia in children under‐fives differs substantially from one community to another, and the prevalence remains high. The identified critical risk factors should be addressed. Multifaceted and targeted approaches are needed to help reduce the anemia prevalence in this setting to achieve the multiple United Nation's Sustainable Development Goals, which are related to risk and prevalence of anemia by 2030.

Interpersonal communication, cultural norms, and community perceptions associated with care-seeking for fever among children under age five in Magoé district, Mozambique

BackgroundMalaria is endemic throughout Mozambique, contributing significantly to the country’s burden of disease. Prompt and effective treatment for fevers in children can limit the mortality and morbidity impacts of the disease but many children in the country are not taken for formal care when ill. Using an ideational model of behaviour, this study assesses the magnitude of the relationships for potential drivers of care-seeking, including interpersonal communication, malaria messaging, and knowledge and attitudes about malaria, with actual care-seeking behaviours for under-five children with fever in Magoé district, Mozambique.MethodsData on the care-seeking behaviours for fever come from a 2019 household malaria survey in Magoé district. Households were randomly selected for interview from among those with at least one child under age five and one net for every two household members. From 1621 mother-child dyads, the analytical sample consists of 300 children under age five with a fever in the 2 weeks prior to the survey. Multilevel random effects logistic regression models are estimated to test for associations between care-seeking behaviours and hypothesized behavioural determinants, including interpersonal communication (IPC), malaria messaging, ideational factors (e.g., norms, attitudes, beliefs, risk perceptions), and community characteristics.ResultsOverall, 18.5% of children under age five (N = 300) were reported to have fever in the previous 2 weeks and, of these, 68.5% were taken to a formal sector health care provider. Multivariate models highlight significant roles for interpersonal communication; care-seeking was highest among mothers who spoke only with friends/community members about malaria (94.0%, p < 0.001), followed by those who spoke only with their husband (78.6%, p = 0.015), relative to 63.3% who spoke with no one. Care-seeking decisions made by a child’s grandmother were associated with a 25.0% point (p = 0.001) greater likelihood of seeking care relative to decisions made by the mother alone. Exposure to any malaria messaging was also positively associated with care-seeking (90.5% versus 62.7%, p < 0.001). In contrast, among all individual- and community-level ideational factors, only perceptions of self-efficacy to seek care were related to care-seeking behaviours.ConclusionsThese results suggest that social and behaviour change interventions that focus on encouraging families and community members to talk about malaria and the need to promptly seek treatment for fevers in children may be particularly effective at increasing this behaviour in this and similar settings. Such messaging and IPC should consider grandmothers as a target audience, as they appear to be perceived as highly influential in care-seeking decision-making in this community.

Changes in Polypharmacy and Potentially Inappropriate Medications in Homebound Older Adults in Japan, 2015-2019: a Nationwide Study.

With rising worldwide population aging, the number of homebound individuals with multimorbidity is increasing. Improvement in the quality of home medical care (HMC), including medications, contributes to meeting older adults' preference for "aging in place" and securing healthcare resources. To evaluate the changes in drug prescriptions, particularly potentially inappropriate medications (PIMs), among older adults receiving HMC in recent years, during which measures addressing inappropriate polypharmacy were implemented, including the introduction of clinical practice guidelines and medical fees for deprescribing. A cross-sectional study. Using data from the national claims database in Japan, this study included older adults aged ≥ 75years who received HMC in October 2015 (N = 499,850) and October 2019 (N = 657,051). Number of drugs, prevalence of polypharmacy (≥ 5 regular drugs), major drug categories/classes, and PIMs according to Japanese guidelines were analyzed. Random effects logistic regression models were used to evaluate the differences in medications between 2015 and 2019, considering the correlation within individuals who contributed to the analysis in both years. The number of drugs remained unchanged from 2015 to 2019 (median: 6; interquartile range: 4, 9). The prevalence of polypharmacy also remained unchanged at 70.0% in both years (P = 0.93). However, the prescription of some drugs (e.g., direct oral anticoagulants, new types of hypnotics, acetaminophen, proton pump inhibitors, and β-blockers) increased, whereas others (e.g., warfarin, vasodilators, H2 blockers, acetylcholinesterase inhibitors, and benzodiazepines) decreased. Among the frequently prescribed PIMs, benzodiazepines/Z-drugs (25.6% in 2015 to 21.1% in 2019; adjusted odds ratio: 0.52) and H2 blockers (11.2 to 7.3%; 0.45) decreased, whereas diuretics (23.8 to 23.6%; 0.90) and antipsychotics (9.7 to 10.5%; 1.11) remained unchanged. We observed some favorable changes but identified some continuous and new challenges. This study suggests that continued attention to medication optimization is required to achieve safe and effective HMC.

Outcomes Associated With Esophageal Perforation Management: Results From a French Nationwide Population-based Cohort Study.

To evaluate outcomes associated with esophageal perforation (EP) management at a national level and determine predictive factors of 90-day mortality (90dM), failure-to-rescue (FTR), and major morbidity (MM, Clavien-Dindo 3-4). EP remains a challenging clinical emergency. Previous population-based studies showed rates of 90dM up to 38.8% but were outdated or small-sized. Data from patients admitted to hospitals with EP were extracted from the French medico-administrative database (2012-2021). Etiology, management strategies, and short and long-term outcomes were analyzed. A cutoff value of the annual EP management caseload affecting FTR was determined using the "Chi-squared Automatic Interaction Detector" method. Random effects logistic regression model was performed to assess independent predictors of 90dM, FTR, and MM. Among 4765 patients with EP, 90dM and FTR rates were 28.0% and 19.4%, respectively. Both remained stable during the study period. EP was spontaneous in 68.2%, due to esophageal cancer in 19.7%, iatrogenic postendoscopy in 7.3%, and due to foreign body ingestion in 4.7%. Primary management consisted of surgery (n = 1447,30.4%), endoscopy (n = 590,12.4%), isolated drainage (n = 336,7.0%), and conservative management (n = 2392,50.2%). After multivariate analysis, besides age and comorbidity, esophageal cancer was predictive of both 90dM and FTR. An annual threshold of ≥8 EP managed annually was associated with a reduced 90dM and FTR rate. In France, only some university hospitals fulfilled this condition. Furthermore, primary surgery was associated with a lower 90dDM and FTR rate despite an increase in MM. We provide evidence for the referral of EP to high-volume centers with multidisciplinary expertise. Surgery remains an effective treatment for EP.

Bridging the knowledge gap of biomedical HIV prevention tools among sub-saharan african immigrants in France. Results from an empowerment-based intervention

IntroductionBiomedical HIV prevention tools are available in France to prevent new infections. However, evidence suggests a lack of knowledge of these tools among sub-Saharan African immigrants, who are particularly affected by HIV due to social hardship, an indirect factor of HIV acquisition. We analysed the impact of an empowerment-based intervention on the knowledge of treatment as prevention (TasP), pre-exposure prophylaxis (PrEP) and post-exposure prophylaxis (PEP) in a population of precarious sub-Saharan African immigrants. MethodsData were collected throughout the MAKASI project. Following an outreach approach, participants were recruited in public places based on their precarious situations and followed for six months (0, 3, 6 months) between 2018 and 2021. Participants were randomized into two groups and received an empowerment intervention sequentially (stepped wedge design). We used random-effects logistic regression models to evaluate the intervention effect on the knowledge of biomedical HIV prevention tools. ClinicalTrials.gov Identifier: NCT04468724. ResultsThe majority of the participants were men (77.5%), and almost half of them had arrived in France within 2 years prior to inclusion (49.3%). At baseline, 56% of participants knew about TasP, 6% knew about PEP and 4% knew about PrEP. Receiving the intervention increased the odds of knowing about PEP (aOR = 2.02 [1.09–3.75]; p < 0.026). Intervention effects were observed for TasP and PrEP only after 6 months. We found significant time effects for PEP (at 3 months, aOR = 4.26 [2.33–7.80]; p < 0.001; at 6 months, aOR = 18.28 [7.39–45.24]; p < 0.001) and PrEP (at 3 months, aOR = 4.02 [2.10–7.72]; p < 0.001; at 6 months, aOR = 28.33 [11.16–71.91]; p < 0.001). ConclusionsWe showed that the intervention increased the knowledge of biomedical HIV prevention tools. The effect of the intervention was coupled with an important time effect. This suggested that exposure to the intervention together with other sources of information contributed to increased knowledge of biomedical HIV prevention tools among precarious sub-Saharan African immigrants.

The socioeconomic context of stigma: examining the relationship between economic conditions and attitudes towards people with mental illness across European countries.

Efforts to reduce the stigma associated with mental illness have intensified over the past 30 years with a particular focus on improving public attitudes. Difficult economic circumstances can be harmful to intergroup relations, but little is known about whether there is a relationship between socioeconomic conditions and attitudes towards people with mental illnesses. Random effects logistic regression modelling was employed to explore the relationship between individual financial circumstances, contextual socioeconomic factors and difficulty speaking to a person with a significant mental illness across European countries. Lower GDP per capita and higher income inequality at the country level, alongside individual financial difficulties, were each associated with a greater likelihood of reporting difficulty speaking to a person with a significant mental illness. Micro and macro-economic factors are associated with public attitudes towards people with mental illness across Europe. With prolonged economic instability predicted over the coming years in Europe it is important that these findings are taken into consideration when designing mental health and social policies, in order to safeguard the progress that has been made in reducing mental health stigma to date.

Content and form of original research articles in general major medical journals.

The title of an article is the main entrance for reading the full article. The aim of our work therefore is to examine differences of title content and form between original research articles and its changes over time. Using PubMed we examined title properties of 500 randomly chosen original research articles published in the general major medical journals BMJ, JAMA, Lancet, NEJM and PLOS Medicine between 2011 and 2020. Articles were manually evaluated with two independent raters. To analyze differences between journals and changes over time, we performed random effect meta-analyses and logistic regression models. Mentioning of results, providing any quantitative or semi-quantitative information, using a declarative title, a dash or a question mark were rarely used in the title in all considered journals. The use of a subtitle, methods-related items, such as mentioning of methods, clinical context or treatment increased over time (all p < 0.05), while the use of phrasal tiles decreased over time (p = 0.044). Not a single NEJM title contained a study name, while the Lancet had the highest usage of it (45%). The use of study names increased over time (per year odds ratio: 1.13 (95% CI: [1.03‒1.24]), p = 0.008). Investigating title content and form was time-consuming because some criteria could only be adequately evaluated by hand. Title content changed over time and differed substantially between the five major medical journals. Authors are advised to carefully study titles of journal articles in their target journal prior to manuscript submission.

Does corporate governance matter in the cleanup of reported oil spills? Evidence from Nigeria

PurposeThis study aims to examine whether corporate governance mechanisms – board size, board independence and CEO duality – influence the actions of oil companies operating in Nigeria to clean up oil spills from their facilities.Design/methodology/approachBoth binary logistic regression (linear) and random-effects logistic regression models were used to test three hypotheses using a unique data set of 1,262 oil spill events involving 24 oil companies from 2017 to 2019.FindingsThe study found that board size and board independence are positively related to oil spill cleanup.Practical implicationsPrivate oil companies in Nigeria should encourage larger and more independent boards in their corporate governance (CG) structures, as these boards may be more effective in serving the interests of stakeholders by bringing diverse knowledge and experience to the boards. Similarly, regulators should extend the enforcement of CG codes to private firms.Originality/valueTo the best of the authors’ knowledge, this is the first study that investigates the influence of CG attributes on oil spill cleanup.

Six-year trajectories and associated factors of positive and negative symptoms in schizophrenia patients, siblings, and controls: Genetic Risk and Outcome of Psychosis (GROUP) study

Positive and negative symptoms are prominent but heterogeneous characteristics of schizophrenia spectrum disorder (SSD). Within the framework of the Genetic Risk and Outcome of Psychosis (GROUP) longitudinal cohort study, we aimed to distinguish and identify the genetic and non-genetics predictors of homogenous subgroups of the long-term course of positive and negative symptoms in SSD patients (n = 1119) and their unaffected siblings (n = 1059) in comparison to controls (n = 586). Data were collected at baseline, and after 3- and 6-year follow-ups. Group-based trajectory modeling was applied to identify latent subgroups using positive and negative symptoms or schizotypy scores. A multinomial random-effects logistic regression model was used to identify predictors of latent subgroups. Patients had decreasing, increasing, and relapsing symptoms course. Unaffected siblings and healthy controls had three to four subgroups characterized by stable, decreasing, or increasing schizotypy. PRSSCZ did not predict the latent subgroups. Baseline symptoms severity in patients, premorbid adjustment, depressive symptoms, and quality of life in siblings predicted long-term trajectories while were nonsignificant in controls. In conclusion, up to four homogenous latent subgroups of symptom course can be distinguished within patients, siblings, and controls, while non-genetic factors are the main factors associated with the latent subgroups.

Do temperature changes cause eczema flares? An English cohort study.

It is unclear if ambient temperature changes affect eczema. It is also unclear if people with worse disease are more susceptible to weather-related flares, or specific types of emollient offer protection. To investigate the effect of short-term temperature variations on eczema symptoms in children. Data from a UK cohort of 519 children with eczema were combined with data from the Hadley Centre's Integrated Surface Database. Hot and cold weeks were defined by average regional temperature > 75th or < 25th percentile, January 2018 to February 2020. Eczema flares were defined as ≥ 3-point change in Patient-Oriented Eczema Measure (POEM). Random-effects logistic regression models were used to estimate the odds ratios of flares in hot and cold weeks (reference group: temperate weeks). The baseline mean age was 4.9 years (SD 3.2) and the POEM score was 9.2 (SD 5.5). From the 519 participants, there were 6796 consecutively paired POEMs and 1082 flares. Seasonal variation in POEM scores was observed, suggesting symptoms worsening in winter and improving in summer. Odds ratios of flares were: 1.15 [95% confidence interval (CI) 0.96-1.39, P = 0.14] in cold weeks and 0.85 (95% CI 0.72-1.00, P = 0.05) in hot weeks. The likelihood ratio test showed no evidence of this differing by disease severity (P = 0.53) or emollient type used (P = 0.55). Our findings are consistent with previous studies demonstrating either improvements in eczema symptoms or reduced flares in hot weather. Worse disease and different emollient types did not increase susceptibility or provide protection against temperature changes. Further work should investigate the role of sunlight, humidity, pollution and other environmental factors.

Prevalence and types of anemia among people with tuberculosis in Africa: a systematic review and meta-analysis

Globally, tuberculosis (TB) and anemia are public health problems related with high morbidity and mortality. Furthermore, anemia is frequently manifested among people with TB in Africa, prevalence ranging from 25 to 99%. The presence of anemia is associated with an increase in individuals’ susceptibility to TB and poor treatment outcomes. Studies have reported heterogeneous estimate of prevalence of anemia among people with TB in Africa. This review aimed to estimate the prevalence of anemia among newly diagnosed people with TB n Africa. We searched studies in Medline/PubMed, Cochrane library, ScienceDirect, JBI database, the Web of Science, Google Scholar, WorldCat, Open Grey, Scopus, Agency for Healthcare Research and Quality, ProQuest, and African Journals Online that reported the prevalence of anemia at TB diagnosis. Two reviewers performed data extraction with pre-defined inclusion criteria. A random-effects logistic regression model was used to pool the prevalence of anemia and levels of anemia with a 95% confidence interval (CI) in STATA version 14. Heterogeneity and publication biases were explored. A total of 1408 studies were initially identified, and seventeen studies with 4555 people with TB were included in the analysis. The prevalence of anemia among people with TB in Africa was 69% (95% CI 60.57–77.51). The pooled prevalence of anemia of chronic disease was 48% (95% CI 13.31–82.75) and normocytic normochromic anemia was 32% (95% CI 13.74–50.94) while mild anemia was 34% (95% CI 20.44–46.86). Females were more anemic than males at TB diagnosis in Africa (74% vs. 66%). The finding indicates that anemia is a common co-morbidity present among people with TB, especially among females. Mild anemia and normocytic normochromic anemia were more common at TB diagnosis. The finding indicates that anemia is a common co-morbidity present among people with TB in Africa region. Hence, it is recommended to instigate a routine anemia screening at TB diagnosis to improve treatment outcomes.

Neighborhood social organization exposures and racial/ethnic disparities in hypertension risk in Los Angeles.

Despite a growing evidence base documenting associations between neighborhood characteristics and the risk of developing high blood pressure, little work has established the role played by neighborhood social organization exposures in racial/ethnic disparities in hypertension risk. There is also ambiguity around prior estimates of neighborhood effects on hypertension prevalence, given the lack of attention paid to individuals' exposures to both residential and nonresidential spaces. This study contributes to the neighborhoods and hypertension literature by using novel longitudinal data from the Los Angeles Family and Neighborhood Survey to construct exposure-weighted measures of neighborhood social organization characteristics-organizational participation and collective efficacy-and examine their associations with hypertension risk, as well as their relative contributions to racial/ethnic differences in hypertension. We also assess whether the hypertension effects of neighborhood social organization vary across our sample of Black, Latino, and White adults. Results from random effects logistic regression models indicate that adults living in neighborhoods where people are highly active in informal and formal organizations have a lower probability of being hypertensive. This protective effect of exposure to neighborhood organizational participation is also significantly stronger for Black adults than Latino and White adults, such that, at high levels of neighborhood organizational participation, the observed Black-White and Black-Latino hypertension differences are substantially reduced to nonsignificance. Nonlinear decomposition results also indicate that almost one-fifth of the Black-White hypertension gap can be explained by differential exposures to neighborhood social organization.

Understanding the relationship between income and mental health among 16- to 24-year-olds: Analysis of 10 waves (2009-2020) of Understanding Society to enable modelling of income interventions.

A substantial body of evidence suggests that young people, including those at the crucial transition points between 16 and 24, now face severe mental health challenges. In this article, we analyse data from 10 waves of a major UK longitudinal household cohort study, Understanding Society, to examine the relationship between income and anxiety and depression among 16- to 24-year-olds. Using random effects logistic regression (Model 1) allowing for whether the individual was depressed in the previous period as well as sex, age, ethnicity, whether the individual was born in the UK, region, rurality, highest qualification, marital status, employment status and attrition, we find a significant and inversely monotonic adjusted association between average net equivalised household income quintiles and clinical threshold levels of depressive symptoms SF-12 Mental Component Summary (MCS score ≤45.6). This means that being in a higher income group is associated with a reduced likelihood of clinically significant depressive symptoms, allowing for observable confounding variables. Using a 'within-between' model (Model 2), we find that apart from among those with the very highest incomes, increases in average net equivalised household income over the course of childhood and adolescence are significantly associated with reduced symptoms of anxiety and depression as measured by a higher SF-12 MCS score. Compared with previous reviews, the data presented here provides an estimate of the magnitude of effect that helps facilitate microsimulation modelling of impact on anxiety and depression from changes in socioeconomic circumstances. This enables a more detailed and complete understanding of the types of socioeconomic intervention that might begin to address some of the causes of youth mental health problems.

Identifying inter-seasonal drought characteristics using binary outcome panel data models

This study mainly focuses on spatiotemporal and inter-seasonal meteorological drought characteristics. Random Effect Logistic Regression Model (RELRM) and Conditional Fixed Effect Logistic Regression Model (CFELRM) are used to identify the spatiotemporal and inter-seasonal characteristics of meteorological drought in selected stations. The log-likelihood Ratio Chi-Square (LRCST) and Wald chi-square tests (WCTs) are used to assess the significance of RELRM and CFELRM. The Hausman test (HT) is applied to select the appropriate model between RELRM and CFELRM. For instance, HT suggests the CFELRM as an appropriate model in spring-to-summer spatiotemporal drought modelling. The significant coefficient from CFELRM indicates that an increment in moisture conditions of the spring season will decrease the probability of drought in the summer. The odds ratio of 0.1942 means that 19.42% chance of being in a higher category. Similarly, in summer-to-autumn using RELRM the computed odds ratio of 0.0673 shows that 6.73% chance of being in a higher category.

Abstract WP73: Associations Between Acute Hospital Characteristics And Discharge Decisions For Inpatient Versus Skilled Nursing Facility Based Rehabilitation Among Medicare Acute Stroke Patients

Introduction: Hospitals strongly influence whether acute stroke patients receive stroke rehabilitation at Inpatient Rehabilitation Facilities (IRFs) or Skilled Nursing Facilities (SNFs), but little is known about drivers of variation. Our objective was to quantify the impact of hospital-level factors on discharge decisions. Methods: A cohort of acute stroke patients who were discharged to IRFs or SNFs was generated from Medicare data (2011-2014). A multi-level random effects logistic regression model that included patient- and hospital-level predictors (fixed effects) of discharge to an IRF (vs. SNF) was constructed. From this model, the amount of variation in discharge decisions due to hospitals was estimated from the intraclass correlation coefficient (ICC). Average effect sizes of hospital-level factors were estimated by adjusted odds ratios (aORs). Variations in effect sizes of factors between hospitals was estimated using 80% Interval Odds Ratios (80% IORs) which reflects a range of estimated effect sizes of factors across individual hospitals. Results: The cohort included 1,816 acute care hospitals which discharged 66,548 patients to IRFs and 68,867 patients to SNFs. Acute hospitals accounted for a quarter of the variation in IRF (vs. SNF) discharge (ICC=0.26). Important hospital-level factors associated with IRF discharge included IRF affiliation (aOR=2.53, 95% CI: 2.25-2.84), urban setting (aOR=1.71 95%CI:1.44-2.03) and Southern vs. Mid-west CMS region (aOR=3.12 95% CI: 2.55-3.83). All 80% IORs were wide which indicates substantial variation in the effects of these factors across hospitals which suggests that despite several significant aORs, much of the hospital-level variability remains poorly explained. Conclusion: Hospitals account for a quarter of the variation in use of IRFs (vs. SNFs). Several hospital-level factors were associated with IRF discharge but there was wide variation in the effects of these factors across hospitals.

Compulsory care of individuals with severe substance use disorders and alcohol- and drug-related mortality: A Swedish registry study.

This study used 17 year of Swedish registry data (2003-2019) for 25,125 adults assessed for their severity of substance use to identify the baseline factors predicting the risk of being court-ordered into compulsory care and examine the association between admission to compulsory care and mortality risks due to alcohol- or drug-related causes. Addiction Severity Index (ASI) assessment data were linked to register data on demographic characteristics, compulsory care, and alcohol- and drug-related mortality. Cox regression models were used to identify baseline factors predictive of post-assessment admission to compulsory care in the 5 years post-substance use assessment. Discrete-time random-effect logistic regression models were used to examine the association between compulsory care duration and alcohol or drug-related mortality risks. Propensity score matching was used for validation. The first models identified that younger age, female gender, and ASI composite scores for drug use, mental health and employment were significantly associated with the risk of placement in compulsory care for drugs other than alcohol. Female gender and ASI composite scores for alcohol, drug use and employment were significantly associated with compulsory care treatment for alcohol use. The second models showed that older individuals and men were more likely to die due to alcohol-related causes, while younger individuals and men were more likely to die due to drug-related causes. Length of stay in compulsory care institutions significantly increased the likelihood of dying due to substance use-related causes. Propensity scores analyses confirmed the results. In Sweden, a significant concern is the higher likelihood of women and young individuals to be court-ordered to compulsory care. Although compulsory care is often advocated as a life-saving intervention, our findings do not provide strong support for this claim. On the contrary, our findings show that admission to compulsory care is associated with a higher risk of substance use-related mortality. Factors such as compulsory care often not including any medical or psychological therapy, together with relapse and overdose after discharge, may be possible contributing factors to these findings.

Variation in Troponin I Measurement and the Cardiovascular Management Approach Following Elevated Troponin I Among Critically Ill Patients With Sepsis.

We aimed to describe the variation in troponin I measurement and the cardiovascular diagnostic and therapeutic approach to elevated troponin I among critically ill adults with sepsis. Observational cohort study of the hospital-level variation in serial troponin I measurement, trending troponin I to peak, echocardiography, cardiac stress test, cardiac catheterization, antiplatelet agents, therapeutic anticoagulation, beta-blockers, and statins quantified using hospital median odds ratios-the median odds of receiving an intervention at randomly selected higher versus lower rate hospitals-derived from multivariable-adjusted random-effects logistic regression models with hospital site as the random effect. The Premier Healthcare Database was used. Patients were adults aged greater than 18 years admitted to the ICU with sepsis from 2016 to 2020. The hospital-level median odds ratios of troponin I measurement as well as cardiovascular diagnostics and therapeutics. Among 85,830 adults with sepsis, 53,058 (61.8%) had a troponin I measured, with a median odds ratio of troponin measurement across hospitals of 5.30 (95% CI, 4.98-5.67). Among 27,665 adults (32.2%) with sepsis and an elevated troponin I level, 84.8% had serial troponin I measurements, 66.0% had troponin trended to peak level, 66.7% had an echocardiogram, 4.1% had a cardiac stress test, 6.6% underwent cardiac catheterization, 48.3% received antiplatelet agents, 8.3% received therapeutic anticoagulation, 50.5% received beta-blockers, and 38.1% received statins. The median odds ratios between hospitals for cardiovascular diagnostics and therapeutics ranged from 1.28 (95% CI, 1.24-1.32) for use of beta-blockers to 7.58 (95% CI, 6.43-8.77) for use of therapeutic anticoagulation. Both troponin I measurement and the approach to an elevated troponin I among critically ill adults with sepsis varied widely across hospitals consistent with disparate practice and care efficiency. Prospective studies are needed to guide an informed approach to troponin I measurement and cardiovascular evaluation in sepsis.

Time of hemodialysis and risk of intradialytic hypotension and intradialytic hypertension in maintenance hemodialysis.

Intradialytic hypotension and intradialytic hypertension are complications of hemodialysis (HD) associated with a higher risk of cardiovascular disease (CVD) and death. Blood pressure (BP) normallyfluctuates in a circadian pattern, butwhether the risk of intradialytic hypotension and intradialytic hypertension varies according to the time of the HD session is unknown. We analyzed two cohorts of thrice-weekly maintenance HD (N = 1838 patients/n = 64,503 sessions from the Hemodialysis [HEMO] Study, and N = 3302 patients/n = 33,590 sessions from Satellite Healthcare). Random effects logistic regression models examined the association of HD start time (at orbefore 9:00 a.m. [early AM], between9:01 a.m. and 12:00 p.m. [late AM], and at orafter 12:01 p.m. [PM]) with intradialytic hypotension (defined as nadir intra-HD systolic BP (SBP) < 90 mmHg if pre-HD SBP < 160 mmHg, or <100 mmHg if pre-HD SBP ≥ 160 mmHg) and intradialytic hypertension (SBP increase ≥ 10 mmHg from pre-HD to post-HD). Compared to early AM, late AM and PM were associated with an 8% (aOR 0.92, 95% CI 0.83-1.02) and a 16% (aOR 0.84, 95% CI 0.75-0.95) lower risk of intradialytic hypotension in HEMO, respectively. Conversely, compared to early AM, a monotonic higher risk of intradialytic hypertension was observed for late AM (aOR 1.23, 95% CI 1.12-1.35) and PM (aOR 1.41, 95% CI 1.27-1.56) in HEMO. These findings were consistent in Satellite. In two large cohorts of maintenance HD, we observed a monotonic lower risk of intradialytic hypotension and a monotonic higher risk of intradialytic hypertension with later dialysis start times. Whether HD treatment allocation to certain times of the day in hypotensive-prone or hypertensive-prone patients improves outcomes deserves further investigation.