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Nevin Manimala Statistics

Spatial distribution and multilevel analysis of factors associated with child marriage in Nigeria

Int Health. 2022 May 19:ihac030. doi: 10.1093/inthealth/ihac030. Online ahead of print.

ABSTRACT

BACKGROUND: Child marriage among women has become a major threat to the rights of women, especially in low- and middle-income countries. The marriage of girls below age 18 y is a major public and global health challenge. Therefore, this study examined the spatial pattern and factors associated with child marriage in Nigeria.

METHODS: The data were sourced from the 2018 Nigeria Demographic and Health Survey. The study included a total of 4283 young women aged 20-24 y. The findings were provided in the form of spatial maps and adjusted ORs (aORs) with 95% confidence interval (CI).

RESULTS: Hotspot areas for child marriage in Nigeria were located in Sokoto, Kebbi, Katsina, Kano, Jigawa, Yobe, Bauchi, Niger, Borno, Gombe, and Adamawa. The prevalence of child marriage in Nigeria was 41.50%. The likelihood of child marriage in Nigeria was high among those currently working (aOR=1.31; 95% CI 1.11 to 1.55) compared with young women who were not working. On the other hand, young women whose partners had secondary education and above (aOR=0.57; 95% CI 0.45 to 0.73) were less likely to report child marriage in Nigeria compared with those whose partners had no education.

CONCLUSIONS: The findings of the study indicate that there are several hotspots in Nigeria that need to be targeted when implementing interventions aimed at eliminating child marriage in the country.

PMID:35593176 | DOI:10.1093/inthealth/ihac030

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Nevin Manimala Statistics

Assessment of mortality and hospital admissions associated with confirmed infection with SARS-CoV-2 Alpha variant: a matched cohort and time-to-event analysis, England, October to December 2020

Euro Surveill. 2022 May;27(20). doi: 10.2807/1560-7917.ES.2022.27.20.2100377.

ABSTRACT

BackgroundThe emergence of the SARS-CoV-2 Alpha variant in England coincided with a rapid increase in the number of PCR-confirmed COVID-19 cases in areas where the variant was concentrated.AimOur aim was to assess whether infection with Alpha was associated with more severe clinical outcomes than the wild type.MethodsLaboratory-confirmed infections with genomically sequenced SARS-CoV-2 Alpha and wild type between October and December 2020 were linked to routine healthcare and surveillance datasets. We conducted two statistical analyses to compare the risk of hospital admission and death within 28 days of testing between Alpha and wild-type infections: a matched cohort study and an adjusted Cox proportional hazards model. We assessed differences in disease severity by comparing hospital admission and mortality, including length of hospitalisation and time to death.ResultsOf 63,609 COVID-19 cases sequenced in England between October and December 2020, 6,038 had the Alpha variant. In the matched cohort analysis, we matched 2,821 cases with Alpha to 2,821 to cases with wild type. In the time-to-event analysis, we observed a 34% increased risk in hospitalisation associated with Alpha compared with wild type, but no significant difference in the risk of mortality.ConclusionWe found evidence of increased risk of hospitalisation after adjusting for key confounders, suggesting increased infection severity associated with the Alpha variant. Rapid assessments of the relative morbidity in terms of clinical outcomes and mortality associated with emerging SARS-CoV-2 variants compared with dominant variants are required to assess overall impact of SARS-CoV-2 mutations.

PMID:35593163 | DOI:10.2807/1560-7917.ES.2022.27.20.2100377

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Nevin Manimala Statistics

Contemporary trends of the incidence of spontaneous coronary artery dissection (SCAD) – ethnic and household income disparities

Expert Rev Cardiovasc Ther. 2022 May 20. doi: 10.1080/14779072.2022.2080055. Online ahead of print.

ABSTRACT

OBJECTIVES: Spontaneous coronary artery dissection (SCAD) may contribute to 35% of acute coronary syndrome among women ≤50 years of age. We aimed to investigate the overall incidence, as well as the trends of SCAD incidence based on race, household income, and the U.S. census regions utilizing the National Inpatient Sample.

METHODS: This is a retrospective cohort study, where discharge data were extracted from the NIS using 9th and 10th revisions of the International Classification Disease for SCAD.

RESULTS: : We found that the incidence of SCAD is rising, and patients were predominantly females. Crude incidence of SCAD per 1,000,000 discharges per year was found to be 4.95 (2010), 5.73 (2011), 5.34 (2012), 6.18 (2013), 7.64 (2014), 8.11 (2015), 14.58 (2016), and 14.81 (2017). Statistically significant differences were observed in year-to-year SCAD incidence among racial groups, household income quintiles, and U.S. census regions (P<0.0001).

CONCLUSION: : Recent trends (2017) indicate the highest incidence is among the White race, highest household income quintile, and in Census Region 4. These findings defy racial trends in cardiovascular disease burden which need further discovery.

PMID:35593175 | DOI:10.1080/14779072.2022.2080055

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Nevin Manimala Statistics

Decomposition of Socioeconomic Changes in the Consumption of Micronutrients in Pakistan between 2006 and 2016

Biodemography Soc Biol. 2022 May 20:1-17. doi: 10.1080/19485565.2022.2072269. Online ahead of print.

ABSTRACT

This study is conducted to decompose inequality in four important micronutrient intakes, i.e. calcium, iodine, iron, and zinc due to socioeconomic factors during 2006-2016. For this purpose, data were taken from national-level surveys, i.e. HIES-2006 and HIICS-2016. We applied a recently proposed decomposition method based on copula function to decompose between year changes in the consumption of micronutrients into structure and composition effect. The results show that average calcium and iron intakes increased by 518.54 (mg) and 0.962 (mg), respectively, while average iodine and zinc intakes decreased by 2.009 (mg) and 3.411 (mg), respectively, during the decade. Estimates of structure effect show that calcium, iodine, and iron consumption increased on average, i.e. 525.316 (mg), 14.615 (mg), and 2.15 (mg), respectively, while zinc intake decreased by 2.735 (mg). The composition effect is negative for all the four micronutrients, implying that consumption of calcium, iodine, iron, and zinc decreased as 6.7766 (mg), 16.624 (mg), 1.189 (mg), and 0.677 (mg), respectively. The main factors of this change are household income, urbanization, provinces, and household size. The policymakers need to know the importance of socioeconomic factors to improve hidden hunger in terms of micronutrient intakes.

PMID:35593158 | DOI:10.1080/19485565.2022.2072269

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Nevin Manimala Statistics

Effects of Nordic walking in people with Parkinson’s disease: A systematic review and meta-analysis

Health Soc Care Community. 2022 May 20. doi: 10.1111/hsc.13842. Online ahead of print.

ABSTRACT

Nordic walking (NW) may be a beneficial treatment for people with Parkinson’s disease (PD). Since high-quality research has been published on the effects of NW on people with PD by now, an actualised and comprehensive, in-depth review is recommended to guide practitioners in prescribing this exercise modality. The purpose of this study was to conduct a systematic review and meta-analysis on the effectiveness of NW as a rehabilitation strategy for PD. According to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines, a literature search was performed using Pubmed, SportDiscus and Scopus up to May 2021. Randomised controlled trials (RCTs) addressing the impact of a NW intervention on any outcomes in people with PD were included. The critical appraisal of the RCTs was retrieved from the Physiotherapy Evidence Database (PEDro) or evaluated using the PEDro scale. The Cochrane Collaboration’s risk of bias tool was also employed. The review was not registered a priori on any database and a review protocol was not published. Twelve studies were included in the review. The investigations were mostly good-to-fair methodological quality, and risk of bias was acceptable. None of the reported statistically significant benefits of NW were clinically meaningful, except for walking ability. Although adherence to NW programs was good, some adverse effects derived from its practice were informed. The practice of Nordic Walking does not lead to clinically significant changes in global motor impairment, functional mobility, balance and physical fitness in patients with PD. This therapy seems to improve walking ability and quality of life, although further research in this latter outcome is needed.

PMID:35593147 | DOI:10.1111/hsc.13842

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Nevin Manimala Statistics

Chemical potential, derivative discontinuity, fractional electrons, jump of the Kohn-Sham potential, atoms as thermodynamic open systems, and other (mis)conceptions of the density functional theory of electrons in molecules

Phys Chem Chem Phys. 2022 May 20. doi: 10.1039/d2cp01585d. Online ahead of print.

ABSTRACT

Many references exist in the density functional theory (DFT) literature to the chemical potential of the electrons in an atom or a molecule. The origin of this notion has been the identification of the Lagrange multiplier μ = ∂E/∂N in the Euler-Lagrange variational equation for the ground state density as the chemical potential of the electrons. We first discuss why the Lagrange multiplier in this case is an arbitrary constant and therefore cannot be a physical characteristic of an atom or molecule. The switching of the energy derivative (“chemical potential”) from –I to –A when the electron number crosses the integer, called integer discontinuity or derivative discontinuity, is not physical but only occurs when the nonphysical noninteger electron systems and the corresponding energy and derivative ∂E/∂N are chosen in a specific discontinuous way. The question is discussed whether in fact the thermodynamical concept of a chemical potential can be defined for the electrons in such few-electron systems as atoms and molecules. The conclusion is that such systems lack important characteristics of thermodynamic systems and do not afford the definition of a chemical potential. They also cannot be considered as analogues of the open systems of thermodynamics that can exchange particles with an environment (a particle bath or other members of a Gibbsian ensemble). Thermodynamical (statistical mechanical) concepts like chemical potential, open systems, grand canonical ensemble etc. are not applicable to a few electron system like an atom or molecule. A number of topics in DFT are critically reviewed in light of these findings: jumps in the Kohn-Sham potential when crossing an integer number of electrons, the band gap problem, the deviation-from-straight-lines error, and the role of ensembles in DFT.

PMID:35593143 | DOI:10.1039/d2cp01585d

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Nevin Manimala Statistics

Outcomes Following Norwood Procedures: Analysis of a “Small Volume” Program

World J Pediatr Congenit Heart Surg. 2022 May 20:21501351221098599. doi: 10.1177/21501351221098599. Online ahead of print.

ABSTRACT

BACKGROUND: Institutional survival following Norwood procedures is traditionally correlated with a center’s surgical volume. Multiple single and multi-institutional studies conducted at large-volume centers have recently demonstrated improved survival following Norwood procedures. We report both short- and long-term outcomes at a single, small-volume institution and comment on factors potentially influencing outcomes at this institution.

METHODS: All patients undergoing Norwood procedures from January 1, 2005, to January 1, 2020, at our institution were included in this study. Kaplan-Meier survival and Cox regression risk factor analyses were performed in addition to first interstage risk factor scoring to compare observed versus expected survival.

RESULTS: The cohort included 113 patients. Kaplan-Meier freedom from death or transplant was 88%, 80%, and 76% at 1, 5, and 10 years, respectively. Freedom from death following hospital discharge after Norwood procedures was 94%, 87%, and 83% at 1, 5, and 10 years, respectively. The presence of genetic syndromes was a significant risk factor for mortality. First interstage observed-to-expected mortality following discharge was 0.57 (P = .04). Postoperative length of stay was comparable to that reported for the period 2015 to 2018 in the Society of Thoracic Surgeons Database.

CONCLUSIONS: Survival outcomes at this single, small-volume institution were similar to those reported by large-volume centers and multi-institutional collaborative studies. These results may be related to structural and functional features that have been demonstrated to influence outcomes in other studies. These factors are achievable by small-volume programs with sufficient resource allocation.

PMID:35593094 | DOI:10.1177/21501351221098599

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Nevin Manimala Statistics

Clustered restricted mean survival time regression

Biom J. 2022 May 20. doi: 10.1002/bimj.202200002. Online ahead of print.

ABSTRACT

For multicenter randomized trials or multilevel observational studies, the Cox regression model has long been the primary approach to study the effects of covariates on time-to-event outcomes. A critical assumption of the Cox model is the proportionality of the hazard functions for modeled covariates, violations of which can result in ambiguous interpretations of the hazard ratio estimates. To address this issue, the restricted mean survival time (RMST), defined as the mean survival time up to a fixed time in a target population, has been recommended as a model-free target parameter. In this article, we generalize the RMST regression model to clustered data by directly modeling the RMST as a continuous function of restriction times with covariates while properly accounting for within-cluster correlations to achieve valid inference. The proposed method estimates regression coefficients via weighted generalized estimating equations, coupled with a cluster-robust sandwich variance estimator to achieve asymptotically valid inference with a sufficient number of clusters. In small-sample scenarios where a limited number of clusters are available, however, the proposed sandwich variance estimator can exhibit negative bias in capturing the variability of regression coefficient estimates. To overcome this limitation, we further propose and examine bias-corrected sandwich variance estimators to reduce the negative bias of the cluster-robust sandwich variance estimator. We study the finite-sample operating characteristics of proposed methods through simulations and reanalyze two multicenter randomized trials.

PMID:35593026 | DOI:10.1002/bimj.202200002

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Nevin Manimala Statistics

Prevalence and determinants of the involvement of married men in family planning services in Ethiopia: A systematic review and meta-analysis

Womens Health (Lond). 2022 Jan-Dec;18:17455057221099083. doi: 10.1177/17455057221099083.

ABSTRACT

BACKGROUND: Male involvement in family planning includes not only using contraceptives but also encouraging and supporting their partners’ contraception needs and choices, encouraging peers to use family planning, and influencing policy to make male-related programs more conducive. In Ethiopia, the prevalence and associated factors of male involvement in family planning were highly inconsistent across studies. As a result, the goal of this study was to use a systematic review and meta-analysis to estimate the pooled prevalence of male involvement in family planning and its associated factors in Ethiopia.

METHODS: Electronic literature search using PubMed, Google Scholar, EMBASE, HINAR, Scopus, and Web of Sciences were performed without time restriction to identify the primary studies. Data were extracted using a pretested standardized data extraction format and analyzed using STATA 14 statistical software. A random-effect model was used to estimate the pooled prevalence of male involvement.

RESULTS: A total of 17 studies were included to give the pooled prevalence of male involvement in family planning in Ethiopia, which was 39.66% (95% confidence interval = 29.86, 49.45). Educational status (adjusted odds ratio = 1.99, 95% confidence interval = 1.26, 3.14), discussion of family planning with wife (adjusted odds ratio = 4.15, 95% confidence interval = 2.21, 7.80), knowledge (adjusted odds ratio = 1.83, 95% confidence interval = 1.26, 2.64), positive attitude about family planning (adjusted odds ratio = 2.57, 95% confidence interval = 1.70, 3.90), and approval of contraceptive use (adjusted odds ratio = 2.57, 95% confidence interval = 1.70, 3.90) were found to be significantly associated with involvement of men in family planning service.

CONCLUSION: The overall prevalence of male involvement in family planning in Ethiopia was significantly low. Male involvement in family planning should be made available, accessible, and advocated for by government and non-governmental organizations, service providers, program planners, and stakeholders. In addition, to increase the role of men in the use of family planning services, a conducive environment for education, behavioral change, and open discussion about reproductive health issues is required.

PMID:35593087 | DOI:10.1177/17455057221099083

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Nevin Manimala Statistics

ASSESSMENT OF SAFETY CULTURE IN FIREWORKS INDUSTRY

Int J Occup Saf Ergon. 2022 May 20:1-18. doi: 10.1080/10803548.2022.2079830. Online ahead of print.

ABSTRACT

The workers of fireworks industry are affected mentally because of hazards that occurred in and around the working environment which caused injuries/fire accidents due to carelessness of workers and poor maintenance of rules and regulations by management. The primary data was collected from 451 workers aiming twenty-five fireworks industries randomly. A structured questionnaire is developed to measure safety culture in the fireworks industry in terms of dimensions like work environment, worker awareness, process, governance and safety satisfaction. This instrument is tested for purification of items in terms of stability by various statistical tests like reliability and validity in statistical software like Statistical Package for Social Science (SPSS) and Analysis Moment Structure (AMOS). This field based study examines safety culture among workers of fireworks industry to find real scenario in the workplace and give recommendations for the management to control accidents and fire or explosions to save the lives of workers.

PMID:35593024 | DOI:10.1080/10803548.2022.2079830