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Nevin Manimala Statistics

The differential impact of COVID-19 on the psychological stress of post-9/11 veterans: Gender, race, and ethnicity

Stress Health. 2023 Dec 23. doi: 10.1002/smi.3360. Online ahead of print.

ABSTRACT

The COVID-19 pandemic has led to economic turndowns, social restrictions, and family life alterations. The stress induced by the public health crisis and its consequences are beginning to be explored. This study examined stress experiences since the pandemic’sonset in work, financial, social, and health domainsamong a large sample of post-9/11, United States military veterans. The sample, who separated from active-duty service or deactivated from active status in a reserve component in 2016, completed an online survey (n = 3180) in 2020. Participants were 70% White non-Hispanic, 81% male, and had an average age of 38 years. Frequencies and descriptive statistics were calculated. Female veterans and veterans of colour reported significantly higher levels of stress across most life domains. The results suggest White, male, post-9/11 veterans may be somewhat protected from COVID-19 stress, but that the pandemic is exacerbatinghealth and social disparities experienced by post-9/11 veterans of colour and female veterans. Supports and comprehensive care, particularly targeted towardsat-risk populations, are likely needed to provide sufficient resources for resiliency during and after the pandemic.

PMID:38141014 | DOI:10.1002/smi.3360

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Strengthening Abortion Training: A Dilation and Evacuation Checklist in Military Resident Education

Mil Med. 2023 Dec 22:usad491. doi: 10.1093/milmed/usad491. Online ahead of print.

ABSTRACT

INTRODUCTION: A dilation and evacuation (D&E) is a safe and effective option for patients undergoing a second trimester abortion. Recent legislation and geographic restrictions threaten patients’ access to this surgical procedure, prompting a call to action to strengthen abortion training. This quality improvement project aimed to assess if a standardized lecture and checklist would improve military trainee knowledge and comfort with performing D&Es.

MATERIALS AND METHODS: Using society recommendations and incorporating available level I to III evidence, a standardized checklist for D&Es was created to include necessary equipment, procedural steps, perioperative considerations, and potential complications. The checklist and associated lecture were presented to gynecology residents from seven of the nine military training programs. Residents completed a six-question assessment regarding comfort and knowledge in performing D&Es prior to and following the intervention. Responses were ranked on a five-point Likert scale and analyzed with the Wilcoxon sign-rank test. This project was deemed exempt by the Institutional Review Board. The standard Plan, Do, Study, Act (PDSA) methodology was used for ongoing assessment of the efficacy of this quality improvement project.

RESULTS: There were 67 trainees that completed the pre-intervention assessment and 44 who completed it post-intervention, with 27 responses paired for statistical analysis. All trainees self-reported improved comfort and knowledge in all procedural aspects of D&Es, with the largest improvement observed in equipment knowledge (mean difference 1.44, P <0.001), performing procedural steps (mean difference 1.26, P <0.001), and managing complications (mean difference 1.33, P <0.001).

CONCLUSIONS: Use of an evidence-based checklist significantly improves resident knowledge and comfort with performing second trimester D&Es. In a post Dobbs environment, the military is an appropriate proxy for larger society and training programs need to develop alternatives and adjuncts to clinical training.

PMID:38140981 | DOI:10.1093/milmed/usad491

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Regional variation in incidence and prognosis of acute kidney injury

Nephrol Dial Transplant. 2023 Dec 22:gfad267. doi: 10.1093/ndt/gfad267. Online ahead of print.

ABSTRACT

BACKGROUND: Examining regional variation in acute kidney injury (AKI) and associated outcomes may reveal inequalities and possibilities for optimization of the quality of care. Using the Danish medical databases, we examined regional variation in the incidence, follow-up, and prognosis of AKI in Denmark.

METHODS: Patients with one or more AKI episodes in 2017 were identified using population-based creatinine measurements covering all Danish residents. Crude and sex-and-age-standardized incidence rates of AKI were estimated using census statistics for each municipality. Adjusted hazard ratios (aHR) of chronic kidney disease (CKD), all-cause death, biochemical follow-up, and outpatient contact with a nephrology department after AKI were estimated across geographical regions and categories of municipalities, accounting for differences in demographics, comorbidities, medication use, lifestyle and social factors, and baseline kidney function.

RESULTS: We identified 63 382 AKI episodes in 58 356 adults in 2017. The regional standardized AKI incidence rates ranged from 12.9 to 14.9 per 1 000 person-years. Compared with the Capital Region of Denmark, the aHRs across regions ranged from 1.04 to 1.25 for CKD, from 0.97 to 1.04 for all-cause death, from 1.09 to 1.15 for biochemical follow-up, and from 1.08 to 1.49 for outpatient contact with a nephrology department after AKI. Similar variations were found across municipality categories.

CONCLUSIONS: Within the uniform Danish healthcare system, we found modest regional variation in AKI incidence. The mortality after AKI was similar; however, CKD, biochemical follow-up, and nephrology follow-up after AKI varied across regions and municipality categories.

PMID:38140955 | DOI:10.1093/ndt/gfad267

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Association between adult food insecurity and mortality among adults aged 20-79 years with diabetes: A population-based retrospective cohort study

Diabet Med. 2023 Dec 23:e15268. doi: 10.1111/dme.15268. Online ahead of print.

ABSTRACT

AIMS: There is limited research on the relationship between food insecurity and mortality among individuals with diabetes. This study aims to investigate the impact of food insecurity on all-cause and cause-specific mortality in adults with diabetes.

RESEARCH DESIGN AND METHODS: This study included 5749 adults with diabetes from the National Health and Nutrition Examination Survey cycles 2003-2018 and followed up until 31 December 2019. Food insecurity was measured by the Food Security Survey Module. Cox proportional hazard models were employed to estimate hazard ratios (HRs) and 95% confidence intervals for both all-cause mortality and cause-specific mortality.

RESULTS: The weighted prevalence of full food security, marginal food security, low food security, and very low food security was 70.8%, 11.0%, 10.4%, and 7.8%, respectively. Food insecurity demonstrated a significant correlation with diminished diet quality and reduced consumption of healthy foods. Over the course of 42,272.0 person-years of follow-up, we documented 1091 deaths, of which 370 were attributed to cardiovascular disease and 180 to cancer. After adjusting for multiple variables, food insecurity scores were significantly and linearly associated with increased all-cause mortality. Comparing to full food security, participants experiencing very low food security had a multivariate-adjusted HR of 1.48 (1.12, 1.95) for all-cause mortality (ptrend = 0.010).

CONCLUSIONS: Food insecurity was associated with increased all-cause mortality and compromised diet quality, especially in individuals experiencing very low food security. Future strategies may necessitate the monitoring of and interventions for food insecurity among individuals with diabetes.

PMID:38140919 | DOI:10.1111/dme.15268

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The effectiveness and acceptability of multimedia information when recruiting children and young people to trials: the TRECA meta-analysis of SWATs

Health Soc Care Deliv Res. 2023 Nov;11(24):1-112. doi: 10.3310/HTPM3841.

ABSTRACT

BACKGROUND: The information provided to potential trial participants plays a crucial role in their decision-making. Printed participant information sheets for trials have received recurrent criticism as being too long and technical, unappealing and hard to navigate. An alternative is to provide information through multimedia (text, animations, video, audio, diagrams and photos). However, there is limited evidence on the effects of multimedia participant information on research recruitment rates, particularly in children and young people.

OBJECTIVES: The study objectives were as follows: 1. to develop template multimedia information resources through participatory design, for use when recruiting children and young people to trials 2. to evaluate the multimedia information resources in a series of Studies Within A Trial, to test their effects on recruitment and retention rates, and participant decision-making, by comparing the provision of multimedia information resources instead of printed participant information sheets, and comparing the provision of multimedia information resources in addition to printed participant information sheets.

DESIGN: Two-phase study: 1. multimedia information resources development including qualitative study; user testing study; readability metrics; enhanced patient and public involvement 2. multimedia information resources’ evaluation comprising Studies Within A Trial undertaken within host trials recruiting children and young people.

SETTING: United Kingdom trials involving patients aged under 18.

PARTICIPANTS: Development phase: n = 120 (children and young people, parents, clinicians, trial personnel). Evaluation phase: n = 1906 (children and young people being asked to take part in trials).

INTERVENTIONS: Multimedia information resources (comprising text, audio, ‘talking heads’ video, trial-specific and trial-generic animations). Printed participant information sheets.

MAIN OUTCOME MEASURES: Primary outcome: trial recruitment rate comparing multimedia information resource-only with printed participant information sheet-only provision. Secondary outcomes: trial recruitment rate comparing combined multimedia information resource and printed participant information sheet with printed participant information sheet-only provision; trial retention rate; quality of participant decision-making. Results for each trial were calculated and combined in a two-stage random-effects meta-analysis.

RESULTS: Phase 1 generated two multimedia information resource templates: (1) for children aged 6-11 years; (2) for children aged 12-18 years and parents. In the Phase 2 Studies Within A Trial the multimedia information resources improved trial recruitment, when compared to printed information alone [odds ratio (OR) = 1.54; 95% confidence interval (CI) 1.05 to 2.28; p = 0.03; I2 = 0%]. When printed participant information sheet-only provision was compared to combined multimedia information resource and printed participant information sheet provision, there was no effect on trial recruitment (OR = 0.89; 95% CI 0.53 to 1.50; I2 = 0%). There were no differences between multimedia information resource and printed participant information sheet on trial retention or participant decision-making quality. In a study within a hypothetical trial setting, multimedia information resource-only provision produced higher ratings of ‘information was easy to understand’ (Z = 3.03; p = 0.003) and ‘I had confidence in decision-making’ (Z = 2.00; p = 0.044) than printed participant information sheet-only provision.

LIMITATIONS: It was not possible to include data from three Studies Within A Trial in the meta-analysis due to limited sample size, and questionnaire return rates were low, which reduced the strength of the findings.

CONCLUSIONS: Use of multimedia information increased the rate of recruitment to trials involving children and young people compared to standard patient information sheets.

FUTURE WORK: There should be further evaluation of the effects of multimedia information on recruitment to trials involving children and young people. It would be valuable to assess any impacts of multimedia information resources on communication between trial recruiters, children and young people, and parents.

STUDY REGISTRATION: This trial is registered as TRECA ISRCTN 73136092 and Northern Ireland Hub for Trials Methodology Research SWAT Repository (SWAT 97).

FUNDING: This award was funded by the National Institute for Health and Care Research (NIHR) Health and Social Care Delivery Research programme (NIHR award ref: 14/21/21) and is published in full in Health and Social Care Delivery Research; Vol. 11, No. 24. See the NIHR Funding and Awards website for further award information.

PMID:38140894 | DOI:10.3310/HTPM3841

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Hygiene Behavior and COVID-19 Pandemic: Opportunities of COVID-19-Imposed Changes in Hygiene Behavior

Inquiry. 2023 Jan-Dec;60:469580231218421. doi: 10.1177/00469580231218421.

ABSTRACT

In Ethiopia, the WHO strategies to stop coronavirus transmission were implemented rapidly. As a result, there was a rapid change in hygiene behavior, which are basic for preventing COVID-19 and other contagious diseases. This research was designed to examine the sustainability of the COVID-19 imposed hygiene behaviors for future challenges. The study was conducted in 2 major nexus areas in Addis Ababa. The data were collected using a questionnaire and spot-check from 622 respondents selected by systematic random sampling. The questionnaire was given at every 15th interval in several spots of the site. Observational hygiene-check was done through observing key personal hygiene conditions. Proportion, χ2 test, and Poisson’s regression were applied for the analysis. The χ2-test analyses showed that the hand washing frequency before, during, and post-COVID-19 was statistically significant (P < .005). Findings from the spot-check also show that the hands of 76.8%, the nails of 68.7%, and the hairs of 70.7% of the respondents were clean. The major driving factors for the rapid changes in hygiene behavior were the awareness developed (95%), the fear and panic (90%), and increased access to water and soap (63%). Nevertheless, the major reasons for failing to continue the COVID-19-imposed good hygiene practice in the post-COVID-19 times include the decline in infection and death rates (26%) and the decline in facility access (20%). Hand washing frequency significantly changed during the COVID-19 pandemic indicating that the practice as part of the preventive strategy was successful. However, as this was mainly due to the fear and panic in the community, the COVID-19 imposed hand washing practice did not bring real and sustainable behavioral changes. This indicates that for long-lasting changes in hygiene behavior, continuous and better approach need to be introduced.

PMID:38140893 | DOI:10.1177/00469580231218421

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The Impact of Training Based on the Pender Health Promotion Model on Self-Efficacy: A Systematic Review and Meta-Analysis

Am J Health Promot. 2023 Dec 23:8901171231224101. doi: 10.1177/08901171231224101. Online ahead of print.

ABSTRACT

OBJECTIVE: The concept of self-efficacy is a determining factor in many behaviours related to health promotion and health education. Several pilot studies have been conducted in different parts of the world on different populations regarding the impact of training based on the Pender Health Promotion Model on self-efficacy, yielding conflicting results. Therefore, the present systematic review and meta-analysis were conducted with the aim of evaluating and summarizing the results of studies on the impact of training based on the Pender Health Promotion Model on self-efficacy.

DATA SOURCE: MagIran, SID, PubMed, Embase, Web of Science (WoS), Scopus and Google Scholar.

STUDY INCLUSION AND EXCLUSION CRITERIA: Original scientific research articles; Interventional studies; Studies investigating the effects of education based on the Pender Health Promotion Model on self-efficacy; Studies irrelevant to the objective; Cross-sectional studies; case reports; and papers presented in conferences; letters to the editor; systematic and meta-analysis studies.

DATA EXTRACTION: Two independent reviewers extracted data and assessed the quality of the 18 included studies using a pre-prepared checklist for the systematic review and meta-analysis process.

DATA SYNTHESIS: We conducted meta-analyses and reported the characteristics, outcomes, and risk of bias of studies.

METHODS: The present study was conducted according to PRISMA guidelines until December 2022. The quality assessment of the included articles for meta-analysis was performed using the JBI checklist. Heterogeneity of the studies was calculated using the I2 statistics, and Egger’s regression intercept was used to assess publication bias.

RESULTS: In the initial search, 13,943 studies were found, and after excluding studies irrelevant to the research objective, a total of 18 articles were included in the meta-analysis. These articles represented a sample size of 1015 individuals in the intervention group and 999 individuals in the control group. The combined results of the studies showed a significant increase in self-efficacy in the intervention group when compared to the control group (1.788 ± .267; CI: 95%, P < .001). With an increase in the year of study and the quality assessment score of the articles, the effect of the intervention decreased (P < .001).

CONCLUSION: The results of this study indicated that training based on the Pender Health Promotion Model significantly increased self-efficacy. Therefore, it seems that training based on this model can have positive effects on individuals’ self-efficacy.

PMID:38140882 | DOI:10.1177/08901171231224101

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Introducing a core dataset for real-world data in multiple sclerosis registries and cohorts: Recommendations from a global task force

Mult Scler. 2023 Dec 23:13524585231216004. doi: 10.1177/13524585231216004. Online ahead of print.

ABSTRACT

BACKGROUND: As of September 2022, there was no globally recommended set of core data elements for use in multiple sclerosis (MS) healthcare and research. As a result, data harmonisation across observational data sources and scientific collaboration is limited.

OBJECTIVES: To define and agree upon a core dataset for real-world data (RWD) in MS from observational registries and cohorts.

METHODS: A three-phase process approach was conducted combining a landscaping exercise with dedicated discussions within a global multi-stakeholder task force consisting of 20 experts in the field of MS and its RWD to define the Core Dataset.

RESULTS: A core dataset for MS consisting of 44 variables in eight categories was translated into a data dictionary that has been published and disseminated for emerging and existing registries and cohorts to use. Categories include variables on demographics and comorbidities (patient-specific data), disease history, disease status, relapses, magnetic resonance imaging (MRI) and treatment data (disease-specific data).

CONCLUSION: The MS Data Alliance Core Dataset guides emerging registries in their dataset definitions and speeds up and supports harmonisation across registries and initiatives. The straight-forward, time-efficient process using a dedicated global multi-stakeholder task force has proven to be effective to define a concise core dataset.

PMID:38140852 | DOI:10.1177/13524585231216004

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Investigation of statistical methods used in prognostic prediction models for obstetric care: A 10 year-span cross-sectional study

Acta Obstet Gynecol Scand. 2023 Dec 23. doi: 10.1111/aogs.14757. Online ahead of print.

ABSTRACT

INTRODUCTION: Obstetric care is a highly active area in the development and application of prognostic prediction models. The development and validation of these models often require the utilization of advanced statistical techniques. However, failure to adhere to rigorous methodological standards could greatly undermine the reliability and trustworthiness of the resultant models. Consequently, the aim of our study was to examine the current statistical practices employed in obstetric care and offer recommendations to enhance the utilization of statistical methods in the development of prognostic prediction models.

MATERIAL AND METHODS: We conducted a cross-sectional survey using a sample of studies developing or validating prognostic prediction models for obstetric care published in a 10-year span (2011-2020). A structured questionnaire was developed to investigate the statistical issues in five domains, including model derivation (predictor selection and algorithm development), model validation (internal and external), model performance, model presentation, and risk threshold setting. On the ground of survey results and existing guidelines, a list of recommendations for statistical methods in prognostic models was developed.

RESULTS: A total of 112 eligible studies were included, with 107 reporting model development and five exclusively reporting external validation. During model development, 58.9% of the studies did not include any form of validation. Of these, 46.4% used stepwise regression in a crude manner for predictor selection, while two-thirds made decisions on retaining or dropping candidate predictors solely based on p-values. Additionally, 26.2% transformed continuous predictors into categorical variables, and 80.4% did not consider nonlinear relationships between predictors and outcomes. Surprisingly, 94.4% of the studies did not examine the correlation between predictors. Moreover, 47.1% of the studies did not compare population characteristics between the development and external validation datasets, and only one-fifth evaluated both discrimination and calibration. Furthermore, 53.6% of the studies did not clearly present the model, and less than half established a risk threshold to define risk categories. In light of these findings, 10 recommendations were formulated to promote the appropriate use of statistical methods.

CONCLUSIONS: The use of statistical methods is not yet optimal. Ten recommendations were offered to assist the statistical methods of prognostic prediction models in obstetric care.

PMID:38140844 | DOI:10.1111/aogs.14757

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Treating very preterm European infants with inhaled nitric oxide increased in-hospital mortality but did not affect neurodevelopment at 5 years of age

Acta Paediatr. 2023 Dec 23. doi: 10.1111/apa.17075. Online ahead of print.

ABSTRACT

AIM: We examined the outcomes of using inhaled nitric oxide (iNO) to treat very preterm born (VPT) infants across Europe.

METHODS: This was a sub-study of the Screening to Improve Health in Very Preterm Infants in Europe research. It focused on all infants born between 22 + 0 and 31 + 6 weeks/days of gestation from 2011 to 2012, in 19 regions in 11 European countries. We studied 7268 infants admitted to neonatal care and 5 years later, we followed up the outcomes of 103 who had received iNO treatment. They were compared with 3502 propensity score-matched controls of the same age who did not receive treatment.

RESULTS: All countries used iNO and 292/7268 (4.0%) infants received this treatment, ranging from 1.2% in the UK to 10.5% in France. There were also large regional variations within some countries. Infants treated with iNO faced higher in-hospital mortality than matched controls (odds ratio 2.03, 95% confidence interval 1.33-3.09). The 5-year follow-up analysis of 103 survivors showed no increased risk of neurodevelopmental impairment after iNO treatment.

CONCLUSION: iNO was used for VPT patients in all 11 countries. In-hospital mortality was increased in infants treated with iNO, but long-term neurodevelopmental outcomes were not affected in 103 5-year-old survivors.

PMID:38140833 | DOI:10.1111/apa.17075