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Nevin Manimala Statistics

Behavioural and cognitive-behavioural interventions for outwardly directed aggressive behaviour in people with intellectual disabilities

Cochrane Database Syst Rev. 2023 Feb 6;2:CD003406. doi: 10.1002/14651858.CD003406.pub5.

ABSTRACT

BACKGROUND: Outwardly directed aggressive behaviour in people with intellectual disabilities is a significant issue that may lead to poor quality of life, social exclusion and inpatient psychiatric admissions. Cognitive and behavioural approaches have been developed to manage aggressive behaviour but the effectiveness of these interventions on reducing aggressive behaviour and other outcomes are unclear. This is the third update of this review and adds nine new studies, resulting in a total of 15 studies in this review.

OBJECTIVES: To evaluate the efficacy of behavioural and cognitive-behavioural interventions on outwardly directed aggressive behaviour compared to usual care, wait-list controls or no treatment in people with intellectual disability. We also evaluated enhanced interventions compared to non-enhanced interventions.

SEARCH METHODS: We used standard, extensive Cochrane search methods. The latest search date was March 2022. We revised the search terms to include positive behaviour support (PBS).

SELECTION CRITERIA: We included randomised and quasi-randomised trials of children and adults with intellectual disability of any duration, setting and any eligible comparator.

DATA COLLECTION AND ANALYSIS: We used standard Cochrane methods. Our primary outcomes were change in 1. aggressive behaviour, 2. ability to control anger, and 3. adaptive functioning, and 4.

ADVERSE EFFECTS: Our secondary outcomes were change in 5. mental state, 6. medication, 7. care needs and 8. quality of life, and 9. frequency of service utilisation and 10. user satisfaction data. We used GRADE to assess certainty of evidence for each outcome. We expressed treatment effects as mean differences (MD) or odds ratios (OR), with 95% confidence intervals (CI). Where possible, we pooled data using a fixed-effect model.

MAIN RESULTS: This updated version comprises nine new studies giving 15 included studies and 921 participants. The update also adds new interventions including parent training (two studies), mindfulness-based positive behaviour support (MBPBS) (two studies), reciprocal imitation training (RIT; one study) and dialectical behavioural therapy (DBT; one study). It also adds two new studies on PBS. Most studies were based in the community (14 studies), and one was in an inpatient forensic service. Eleven studies involved adults only. The remaining studies involved children (one study), children and adolescents (one study), adolescents (one study), and adolescents and adults (one study). One study included boys with fragile X syndrome. Six studies were conducted in the UK, seven in the USA, one in Canada and one in Germany. Only five studies described sources of funding. Four studies compared anger management based on cognitive behaviour therapy to a wait-list or no treatment control group (n = 263); two studies compared PBS with treatment as usual (TAU) (n = 308); two studies compared carer training on mindfulness and PBS with PBS only (n = 128); two studies involving parent training on behavioural approaches compared to wait-list control or TAU (n = 99); one study of mindfulness to a wait-list control (n = 34); one study of adapted dialectal behavioural therapy compared to wait-list control (n = 21); one study of RIT compared to an active control (n = 20) and one study of modified relaxation compared to an active control group (n = 12). There was moderate-certainty evidence that anger management may improve severity of aggressive behaviour post-treatment (MD -3.50, 95% CI -6.21 to -0.79; P = 0.01; 1 study, 158 participants); very low-certainty evidence that it might improve self-reported ability to control anger (MD -8.38, 95% CI -14.05 to -2.71; P = 0.004, I2 = 2%; 3 studies, 212 participants), adaptive functioning (MD -21.73, 95% CI -36.44 to -7.02; P = 0.004; 1 study, 28 participants) and psychiatric symptoms (MD -0.48, 95% CI -0.79 to -0.17; P = 0.002; 1 study, 28 participants) post-treatment; and very low-certainty evidence that it does not improve quality of life post-treatment (MD -5.60, 95% CI -18.11 to 6.91; P = 0.38; 1 study, 129 participants) or reduce service utilisation and costs at 10 months (MD 102.99 British pounds, 95% CI -117.16 to 323.14; P = 0.36; 1 study, 133 participants). There was moderate-certainty evidence that PBS may reduce aggressive behaviour post-treatment (MD -7.78, 95% CI -15.23 to -0.32; P = 0.04, I2 = 0%; 2 studies, 275 participants) and low-certainty evidence that it probably does not reduce aggressive behaviour at 12 months (MD -5.20, 95% CI -13.27 to 2.87; P = 0.21; 1 study, 225 participants). There was low-certainty evidence that PBS does not improve mental state post-treatment (OR 1.44, 95% CI 0.83 to 2.49; P = 1.21; 1 study, 214 participants) and very low-certainty evidence that it might not reduce service utilisation at 12 months (MD -448.00 British pounds, 95% CI -1660.83 to 764.83; P = 0.47; 1 study, 225 participants). There was very low-certainty evidence that mindfulness may reduce incidents of physical aggression (MD -2.80, 95% CI -4.37 to -1.23; P < 0.001; 1 study; 34 participants) and low-certainty evidence that MBPBS may reduce incidents of aggression post-treatment (MD -10.27, 95% CI -14.86 to -5.67; P < 0.001, I2 = 87%; 2 studies, 128 participants). Reasons for downgrading the certainty of evidence were risk of bias (particularly selection and performance bias); imprecision (results from single, often small studies, wide CIs, and CIs crossing the null effect); and inconsistency (statistical heterogeneity).

AUTHORS’ CONCLUSIONS: There is moderate-certainty evidence that cognitive-behavioural approaches such as anger management and PBS may reduce outwardly directed aggressive behaviour in the short term but there is less certainty about the evidence in the medium and long term, particularly in relation to other outcomes such as quality of life. There is some evidence to suggest that combining more than one intervention may have cumulative benefits. Most studies were small and there is a need for larger, robust randomised controlled trials, particularly for interventions where the certainty of evidence is very low. More trials are needed that focus on children and whether psychological interventions lead to reductions in the use of psychotropic medications.

PMID:36745863 | DOI:10.1002/14651858.CD003406.pub5

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Nevin Manimala Statistics

Fractal Dimension Analysis of Pixel Dynamic Contrast Enhanced-Magnetic Resonance Imaging Pharmacokinetic Parameters for Discrimination of Benign and Malignant Breast Lesions

JCO Clin Cancer Inform. 2023 Jan;7:e2200101. doi: 10.1200/CCI.22.00101.

ABSTRACT

PURPOSE: Breast cancer is the most frequent cancer in women worldwide. However, its diagnosis mostly depends on visual examination of radiologic images, leading to an overdiagnosis with substantial costs. Therefore, a quantitative approach such as dynamic contrast enhanced (DCE)-magnetic resonance imaging (MRI) through pharmacokinetic (PK) modeling is required for reliable analysis. As PK parameters lack information on parameter heterogeneity, texture-based analysis is required to quantify PK parameter heterogeneity. Therefore, this study focused on determining the usefulness of fractal dimension (FD) as a potential imaging biomarker of tumor heterogeneity for discriminating benign and malignant breast lesions.

METHODS: Parametric maps for PK parameters, extravasation rate of contrast agent from blood plasma to extravascular extracellular space (Ktrans) and volume fraction of extravascular extracellular space (ve), were generated for the regions of interest (ROIs) under the standard model using 18 lesions. Then, tumor ROI and pixel DCE-MRI time-course data were analyzed to extract pixel values of Ktrans and ve. For each ROI, FD values of Ktrans and ve were computed using the blanket method.

RESULTS: The FD values of Ktrans for benign and malignant lesions varied from 2.96 to 3.49 and from 2.37 to 3.16, respectively, whereas FD values of ve for benign and malignant lesions varied from 3.01 to 5.15 and 2.42 to 3.44, respectively. There were significant differences in FD values derived from Ktrans parametric maps (P = .0053) and ve parametric maps (P = .0271) between benign and malignant lesions according to the statistical analysis.

CONCLUSION: Incorporating texture heterogeneity changes in breast lesions captured by FD with quantitative DCE-MRI parameters generated under the standard model is a potential marker for prediction of malignant lesions.

PMID:36745858 | DOI:10.1200/CCI.22.00101

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Nevin Manimala Statistics

Anterior vitreous detachment and retrolental material during cataract surgery: incidence and risk factors, with pathological evidence

J Cataract Refract Surg. 2023 Feb 1. doi: 10.1097/j.jcrs.0000000000001156. Online ahead of print.

ABSTRACT

PURPOSE: To determine the incidence of anterior vitreous detachment (AVD) and retrolental material occurrence in cataract surgery, determine the influence of surgical factors on it, and confirm the source of the material.

SETTING: Affiliated Hospital of Nantong University, Jiangsu Province, China.

DESIGN: This was a prospective, single-center study.

METHODS: Age, sex, eye condition, nuclear sclerosis grade, ultrasonic time, average longitudinal power, cumulative dissipated energy (CDE), total aspiration time, and estimated fluid usage were recorded for each patient. Retrolental anatomy was observed before and during surgery using real-time optical coherence tomography integrated into a microscope. The eyes with AVD were carefully observed and recorded during illumination with an optical fiber. Retrolental material was stained using immunohistochemistry.

RESULTS: This study included 205 eyes from 205 patients. Spontaneous AVD was found in five cases. Intraoperatively, AVD was identified in 115 eyes (56.1%). Retrolental material presence was observed in 75 eyes (36.6%). A logistic regression model showed that CDE and aspiration time had statistically significant effect on AVD (P<0.05, 95%OR:1.011∼1.558; P<0.05, 95%OR:1.026∼1.051), and CDE was positively correlated with retrolental material occurrence (P<0.05, 95%OR:1.052∼1.534). Samples from five cases expressed large amounts of crystallin alpha and beta proteins.

CONCLUSION: Spontaneous AVD is rare in phakic eyes. There was a marked increase in AVD during surgery, with retrolental material occurring in more than a third of cases. Higher CDE and longer total aspiration time were risk factors for AVD. Immunohistochemistry revealed that most of the retrolental materials were lens fragments.

PMID:36745848 | DOI:10.1097/j.jcrs.0000000000001156

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Nevin Manimala Statistics

Rates Of Preterm Birth And Low Birthweight: An Analysis Of Racial And Ethnic Populations

Health Aff (Millwood). 2023 Feb;42(2):261-267. doi: 10.1377/hlthaff.2022.00656.

ABSTRACT

Using National Center for Health Statistics data (2016-20), we evaluated variation in low birthweight and prematurity among racial and ethnic subcategories. Disparities as large as 2.3-fold among rates of low birthweight for “multiple race” subcategories underscore the need for granular data stratification and analysis by racial and ethnic subcategories to address the root causes of inequities in infant outcomes.

PMID:36745826 | DOI:10.1377/hlthaff.2022.00656

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Nevin Manimala Statistics

Current situation, efficacy, and safety of extracorporeal cardiopulmonary resuscitation in China

Chin Med J (Engl). 2022 Dec 5;135(23):2878-2879. doi: 10.1097/CM9.0000000000002455.

NO ABSTRACT

PMID:36745768 | DOI:10.1097/CM9.0000000000002455

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Nevin Manimala Statistics

The Influence of Informal Caregivers’ Preparedness on Psychological Symptoms and Quality of Life Among Patients With Heart Failure And Insufficient Self-care

J Cardiovasc Nurs. 2023 Feb 3. doi: 10.1097/JCN.0000000000000975. Online ahead of print.

ABSTRACT

BACKGROUND: Most patients with heart failure find self-care difficult to perform and rely on family caregivers for support. Informal caregivers, however, often face insufficient psychological preparation and challenges in providing long-term care. Insufficient caregiver preparedness not only results in psychological burden for the informal caregivers but may also lead to a decline in caregiver contributions to patient self-care that affects patient outcomes.

OBJECTIVE: Our objective was to test (1) the association of baseline informal caregivers’ preparedness with psychological symptoms (anxiety and depression) and quality of life 3 months after baseline among patients with insufficient self-care and (2) the mediating effects of caregivers’ contributions to self-care of heart failure (CC-SCHF) on the relationship of caregivers’ preparedness with patients’ outcomes at 3 months.

METHODS: A longitudinal design was used to collect data between September 2020 and January 2022 in China. Data analyses were conducted using descriptive statistics, correlations, and linear mixed models. We used model 4 of the PROCESS program in SPSS with bootstrap testing to evaluate the mediating effect of CC-SCHF of informal caregivers’ preparedness at baseline with psychological symptoms or quality of life among patients with HF 3 months later.

RESULTS: Caregiver preparedness was positively associated with CC-SCHF maintenance (r = 0.685, P < .01), CC-SCHF management (r = 0.403, P < .01), and CC-SCHF confidence (r = 0.600, P < .01). Good caregiver preparedness directly predicted lower psychological symptoms (anxiety and depression) and higher quality of life for patients with insufficient self-care. The associations of caregiver preparedness with short-term quality of life and depression of patients with HF with insufficient self-care were mediated by CC-SCHF management.

CONCLUSIONS: Enhancing the preparedness of informal caregivers may improve psychological symptoms and quality of life of heart failure patients with insufficient self-care.

PMID:36745758 | DOI:10.1097/JCN.0000000000000975

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Nevin Manimala Statistics

Improved inference for doubly robust estimators of heterogeneous treatment effects

Biometrics. 2023 Feb 6. doi: 10.1111/biom.13837. Online ahead of print.

ABSTRACT

We propose a doubly robust approach to characterizing treatment effect heterogeneity in observational studies. We develop a frequentist inferential procedure that utilizes posterior distributions for both the propensity score and outcome regression models to provide valid inference on the conditional average treatment effect even when high-dimensional or nonparametric models are used. We show that our approach leads to conservative inference in finite samples or under model misspecification, and provides a consistent variance estimator when both models are correctly specified. In simulations, we illustrate the utility of these results in difficult settings such as high-dimensional covariate spaces or highly flexible models for the propensity score and outcome regression. Lastly, we analyze environmental exposure data from NHANES to identify how the effects of these exposures vary by subject-level characteristics. This article is protected by copyright. All rights reserved.

PMID:36745745 | DOI:10.1111/biom.13837

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Nevin Manimala Statistics

Assessment of human health risks associated with airborne arsenic, nickel and lead exposure in particulate matter from vehicular sources in Sao Paulo city

Int J Environ Health Res. 2023 Feb 6:1-17. doi: 10.1080/09603123.2023.2173153. Online ahead of print.

ABSTRACT

Air pollution is a critical public health concern. The present study assessed the risk to human health of airborne Potentially Toxic Elements (PTE) arsenic, nickel and lead exposure in particulate matter (PM10-2.5) in Sao Paulo, Brazil. Statistical analysis was performed using R Software and the risk assessment for human health was carried out according to the methods of the United States Environmental Protection Agency. The results for mean annual concentration of PTE (ng m-3) were within the limits stipulated for air-quality by international agencies (arsenic <6, nickel <20 and lead <150). Airborne arsenic and lead showed higher mean concentrations during the winter than the other seasons (p < 0.05). However, the results showed a greater health risk for the adult population and during the winter season. These findings highlight the importance of air pollution as a risk factor for population health.

PMID:36745741 | DOI:10.1080/09603123.2023.2173153

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Nevin Manimala Statistics

Inaccuracy in the Scientific Record and Open Postpublication Critique

Perspect Psychol Sci. 2023 Feb 6:17456916221141357. doi: 10.1177/17456916221141357. Online ahead of print.

ABSTRACT

There is growing evidence that the published psychological literature is marred by multiple errors and inaccuracies and often fails to reflect the changing nature of the knowledge base. At least four types of error are common-citation error, methodological error, statistical error, and interpretation error. In the face of the apparent inevitability of these inaccuracies, core scientific values such as openness and transparency require that correction mechanisms are readily available. In this article, I reviewed standard mechanisms in psychology journals and found them to have limitations. The effects of more widely enabling open postpublication critique in the same journal in addition to conventional peer review are considered. This mechanism is well established in medicine and the life sciences but rare in psychology and may assist psychological science to correct itself.

PMID:36745732 | DOI:10.1177/17456916221141357

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Nevin Manimala Statistics

A Novel Methodological Approach to Measure Linear Trends in Health Inequalities: Proof-Of-Concept for Adolescent Smoking in Europe

Am J Epidemiol. 2023 Feb 3:kwad029. doi: 10.1093/aje/kwad029. Online ahead of print.

ABSTRACT

This paper describes a new method to present and interpret linear trends in health inequalities, and presents a proof-of-concept for inequalities in smoking among adolescents in Europe. We estimated the regression line of the assumed linear relationship between smoking prevalence in low and high socioeconomic status (SES) youth over time. Using simulation, we constructed a 95% confidence interval for the smoking prevalence in low SES youth for when this would be 0% in high SES youth, and calculated the likelihood of eradicating smoking inequality (<5% for both low and high SES). This method was applied to data of 15-16-year-olds (N=250,326) from 23 European countries, derived from the 2003-2015 ESPAD surveys. Smoking prevalence decreased more slowly in low than high SES adolescents. The estimated smoking prevalence was 9.4% (6.1;12.7) for boys and 5.4% (1.4;9.2) for girls in low SES when 0% in high SES. The likelihood of eradicating smoking inequality was <1% for boys and 37% for girls. We conclude that this novel methodological approach to trends in health inequalities is feasible in practice. Applying it to trends in smoking inequalities among adolescents in Europe, we found that Europe is currently not on track to eradicate youth smoking across SES groups.

PMID:36745706 | DOI:10.1093/aje/kwad029