Tag: nevin manimala

Stud Health Technol Inform. 2023 May 18;302:237-241. doi: 10.3233/SHTI230110.

ABSTRACT

Missing data is a common problem in the intensive care unit as a variety of factors contribute to incomplete data collection in this clinical setting. This missing data has a significant impact on the accuracy and validity of statistical analyses and prognostic models. Several imputation methods can be used to estimate the missing values based on the available data. Although simple imputations with mean or median generate reasonable results in terms of mean absolute error, they do not account for the currentness of the data. Furthermore, heterogeneous time span of data records adds to this complexity, especially in high-frequency intensive care unit datasets. Therefore, we present DeepTSE, a deep model that is able to cope with both, missing data and heterogeneous time spans. We achieved promising results on the MIMIC-IV dataset that can compete with and even outperform established imputation methods.

PMID:37203654 | DOI:10.3233/SHTI230110

Eur Respir J. 2023 May 18:2300291. doi: 10.1183/13993003.00291-2023. Online ahead of print.

ABSTRACT

BACKGROUND: We aimed to study whether statin use is associated with lowering the development of interstitial lung disease (ILD) or idiopathic pulmonary fibrosis (IPF).

METHODS: The study population was the National Health Insurance Service-Health Screening Cohort (NHIS-HEALS). ILD and IPF cases were identified using the diagnosis codes (J84.1 for ILD and J84.1A for special code for IPF) based on the International Classification of Diseases, 10th revision codes. The study participants were followed up from January 1, 2004 to December 31, 2015. Statins use was defined by the cumulative defined daily dose per 2-year interval and categorized into never-use, less than 182.5, 182.5 to 365.0, 365.0 to 547.5, and 547.5 or more. A Cox model was used to fit a model with a time-dependent variable of statin use.

RESULTS: Incidence rates for ILD with and without statin use were 20.0 and 44.8/100 000 person-year, respectively and those for IPF were 15.6 and 19.3/100 000 person-year, respectively. The use of statins was independently associated with a lower incidence of ILD and IPF in a dose-response fashion (p’s for trend<0.001). ILD showed adjusted hazard ratios (aHRs) 1.02 (95% confidence interval (CI) 0.87-1.20), 0.60 (0.47-0.77), 0.27 (0.16-0.45) and 0.24 (0.13-0.42) according to the increasing category of statin use compared to the never-use. IPF showed aHRs 1.29 (1.07-1.57), 0.74 (0.57-0.96), 0.40 (0.25-0.64) and 0.21 (0.11-0.41), respectively.

INTERPRETATION: A population-based cohort analysis found that statin use is independently associated with a decreased risk of ILD and IPF in a dose-response manner.

PMID:37202155 | DOI:10.1183/13993003.00291-2023

Pediatr Obes. 2023 May 18:e13042. doi: 10.1111/ijpo.13042. Online ahead of print.

ABSTRACT

Obesity and components of the metabolic syndrome (MetS) are associated with differences in brain structure and function and in general and food-related cognition in adults. Here, we review evidence for similar phenomena in children and adolescents, with a focus on the implications of extant research for possible underlying mechanisms and potential interventions for obesity and MetS in youth. Current evidence is limited by a relative reliance on small cross-sectional studies. However, we find that youth with obesity and MetS or MetS components show differences in brain structure, including alterations in grey matter volume and cortical thickness across brain regions subserving reward, cognitive control and other functions, as well as in white matter integrity and volume. Children with obesity and MetS components also show some evidence for hyperresponsivity of food reward regions and hyporesponsivity of cognitive control circuits during food-related tasks, altered brain responses to food tastes, and altered resting-state connectivity including between cognitive control and reward processing networks. Potential mechanisms for these findings include neuroinflammation, impaired vascular reactivity, and effects of diet and obesity on myelination and dopamine function. Future observational research using longitudinal measures, improved sampling strategies and study designs, and rigorous statistical methods, promises to further illuminate dynamic relationships and causal mechanisms. Intervention studies targeted at modifiable biological and behavioural factors associated with paediatric obesity and MetS can further inform mechanisms, as well as test whether brain and behaviour can be altered for beneficial outcomes.

PMID:37202148 | DOI:10.1111/ijpo.13042

BMJ Open. 2023 May 18;13(5):e072313. doi: 10.1136/bmjopen-2023-072313.

ABSTRACT

OBJECTIVES: This study aimed to assess the prevalence and associated factors of stunting and thinness among primary school-age children in the Gudeya Bila district.

METHODS AND ANALYSIS: A community-based cross-sectional study was conducted in the Gudeya Bila district which is located in the Western part of Ethiopia. Among the calculated sample size of 561 school-aged children, 551 children were randomly selected by systematic random sampling technique and participated in this study. Critical illness, physical disability and the inability of caregivers to respond were exclusion criteria. Under-nutrition was the primary outcome while factors associated were the second outcome of this study. Semi-structured interviewer-administered questionnaires were used to collect the data while interview and body measurement were used as data collection techniques. Health Extension Workers collected the data. Data were entered into Epi Data V.3.1 and transported into SPSS V.24.0 software for data cleaning and analysis. Both bivariable and multivariable logistic regressions were run to identify the associated factors of under-nutrition. Model fitness was checked by using Hosmer-Lemeshow’s test. Variables with p values <0.05 were considered statistically significant in the multivariable logistic regression.

RESULTS AND CONCLUSION: The prevalence of stunting and thinness among primary school children was 8.2% (95% CI 5.6% to 10.6%) and 7.1% (95% CI 4.5% to 8.9%), respectively. Being male caregiver (adjusted OR (AOR)=4.26;95% CI 1.256% to 14.464%), family size ≥4 (AOR=4.65; 95% CI 1.8 51% to 11.696%), separated kitchen room (AOR=0.096; 95% CI 0.019 to 0.501) and hand washing after toilet use (AOR=0.152; 95% CI 0.035% to 0.667%) were significantly associated with stunting. Moreover, drinking coffee (AOR=2.25; 95% CI 1.968% to 5.243%) and child dietary diversity score <4 (AOR=2.54; 95% CI 1.721% to 8.939%) were significantly associated with thinness. Under-nutrition in this study was high compared with the global target of eradicating under-nutrition. Community-based nutritional education programmes and implementing health extension programmes are important to reduce the problem of under-nutrition to an undetectable level and to eradicate chronic under-nutrition.

PMID:37202139 | DOI:10.1136/bmjopen-2023-072313

BMJ Open. 2023 May 18;13(5):e071381. doi: 10.1136/bmjopen-2022-071381.

ABSTRACT

INTRODUCTION: Historic disruption in health infrastructure combined with data from a recent vaccine coverage survey suggests there are likely significant immunity gaps to vaccine preventable diseases and high risk of outbreaks in Timor-Leste. Community-based serological surveillance is an important tool to augment understanding of population-level immunity achieved through vaccine coverage and/or derived from prior infection.

METHODS AND ANALYSIS: This national population-representative serosurvey will take a three-stage cluster sample and aims to include 5600 individuals above 1 year of age. Serum samples will be collected by phlebotomy and analysed for measles IgG, rubella IgG, SARS-CoV-2 antispike protein IgG, hepatitis B surface antibody and hepatitis B core antigen using commercially available chemiluminescent immunoassays or ELISA. In addition to crude prevalence estimates and to account for differences in Timor-Leste’s age structure, stratified age-standardised prevalence estimates will be calculated, using Asia in 2013 as the standard population. Additionally, this survey will derive a national asset of serum and dried blood spot samples which can be used for further investigation of infectious disease seroepidemiology and/or validation of existing and novel serological assays for infectious diseases.

ETHICS AND DISSEMINATION: Ethical approval has been obtained from the Research Ethics and Technical Committee of the Instituto Nacional da Saúde, Timor-Leste and the Human Research Ethics Committee of the Northern Territory Department of Health and Menzies School of Health Research, Australia. Co-designing this study with Timor-Leste’s Ministry-of-Health and other relevant partner organisations will allow immediate translation of findings into public health policy, which may include changes to routine immunisation service delivery and/or plans for supplementary immunisation activities.

PMID:37202138 | DOI:10.1136/bmjopen-2022-071381

BMJ Open. 2023 May 18;13(5):e067343. doi: 10.1136/bmjopen-2022-067343.

ABSTRACT

INTRODUCTION: In Liberia, emergency care is still in its early development. In 2019, two emergency care and triage education sessions were done at J. J. Dossen Hospital in Southeastern Liberia. The observational study objectives evaluated key process outcomes before and after the educational interventions.

METHODS: Emergency department paper records from 1 February 2019 to 31 December 2019 were retrospectively reviewed. Simple descriptive statistics were used to describe patient demographics and χ² analyses were used to test for significance. ORs were calculated for key predetermined process measures.

RESULTS: There were 8222 patient visits recorded that were included in our analysis. Patients in the post-intervention 1 group had higher odds of having a documented full set of vital signs compared with the baseline group (16% vs 3.5%, OR: 5.4 (95% CI: 4.3 to 6.7)). After triage implementation, patients who were triaged were 16 times more likely to have a full set of vitals compared with those who were not triaged. Similarly, compared with the baseline group, patients in the post-intervention 1 group had higher odds of having a glucose documented if they presented with altered mental status or a neurologic complaint (37% vs 30%, OR: 1.7 (95% CI: 1.3 to 2.2)), documented antibiotic administration if they had a presumed bacterial infection (87% vs 35%, OR: 12.8 (95% CI: 8.8 to 17.1)), documented malaria test if presenting with fever (76% vs 61%, OR: 2.05 (95% CI: 1.37 to 3.08)) or documented repeat set of vitals if presenting with shock (25% vs 6.6%, OR: 8.85 (95% CI: 1.67 to 14.06)). There was no significant difference in the above process outcomes between the education interventions.

CONCLUSION: This study showed improvement in most process measures between the baseline and post-intervention 1 groups, benefits that persisted post-intervention 2, thus supporting the importance of short-course education interventions to durably improve facility-based care.

PMID:37202137 | DOI:10.1136/bmjopen-2022-067343

BMJ Open. 2023 May 18;13(5):e069683. doi: 10.1136/bmjopen-2022-069683.

ABSTRACT

OBJECTIVE: To assess the magnitude of suicidal ideation, attempts and associated factors among adults living with HIV attending antiretroviral therapy follow-ups at Tirunesh Beijing General Hospital, Addis Ababa.

DESIGN: Hospital-based observational, descriptive, cross-sectional study was conducted.

SETTING: A study was conducted in Tirunesh Beijing General Hospital, Addis Ababa from 8 February 2022 to 10 July 2022.

PARTICIPANTS: Two hundred and thirty-seven HIV-positive youth were recruited for interviews, using the systematic random sampling technique. The Composite International Diagnostic Interview was used to assess suicide. Patient Health Questionnaire-9, the Oslo social support and HIV perceived stigma scale instruments were used to assess the factors. Bivariate and multivariate logistic regressions were computed to assess factors associated with suicidal ideation and attempt. Statistical significance was declared at p value <0.05.

RESULTS: The finding of the study revealed magnitude of suicide ideation and suicide attempt was 22.8% and 13.5%, respectively. Disclosure status (adjusted odd ratio (AOR)=3.60, 95% CI 1.44 to 9.01), history of using substances (AOR)=2.86, 95% CI 1.07 to 7.61), living alone (AOR=6.47, 95% CI 2.31 to 18.10) and having comorbidity or other opportunistic infection (AOR=3.74, 95% CI 1.32 to 10.52) are factors associated with suicide ideation while disclosure status (AOR=5.02, 95% CI 1.95 to 12.94), living arrangement (AOR=3.82, 95% CI 1.29 to 11.31) and depression history is a factor associated with suicide attempts (AOR=3.37, 95% CI 1.09 to 10.40).

CONCLUSION: The finding of the study indicated the magnitude of suicide ideation and attempt is high among the subjects included in this study. Disclosure status, history of using substances, living alone and having comorbidity or other opportunistic infection are factors associated with suicide ideation while disclosure status, living arrangement and depression history are factors associated with a suicide attempt.

PMID:37202134 | DOI:10.1136/bmjopen-2022-069683

BMJ Open. 2023 May 18;13(5):e069355. doi: 10.1136/bmjopen-2022-069355.

ABSTRACT

INTRODUCTION: Data linkage systems have proven to be a powerful tool in support of combating and managing the COVID-19 pandemic. However, the interoperability and the reuse of different data sources may pose a number of technical, administrative and data security challenges.

METHODS AND ANALYSIS: This protocol aims to provide a case study for linking highly sensitive individual-level information. We describe the data linkages between health surveillance records and administrative data sources necessary to investigate social health inequalities and the long-term health impact of COVID-19 in Belgium. Data at the national institute for public health, Statistics Belgium and InterMutualistic Agency are used to develop a representative case-cohort study of 1.2 million randomly selected Belgians and 4.5 million Belgians with a confirmed COVID-19 diagnosis (PCR or antigen test), of which 108 211 are COVID-19 hospitalised patients (PCR or antigen test). Yearly updates are scheduled over a period of 4 years. The data set covers inpandemic and postpandemic health information between July 2020 and January 2026, as well as sociodemographic characteristics, socioeconomic indicators, healthcare use and related costs. Two main research questions will be addressed. First, can we identify socioeconomic and sociodemographic risk factors in COVID-19 testing, infection, hospitalisations and mortality? Second, what is the medium-term and long-term health impact of COVID-19 infections and hospitalisations? More specific objectives are (2a) To compare healthcare expenditure during and after a COVID-19 infection or hospitalisation; (2b) To investigate long-term health complications or premature mortality after a COVID-19 infection or hospitalisation; and (2c) To validate the administrative COVID-19 reimbursement nomenclature. The analysis plan includes the calculation of absolute and relative risks using survival analysis methods.

ETHICS AND DISSEMINATION: This study involves human participants and was approved by Ghent University hospital ethics committee: reference B.U.N. 1432020000371 and the Belgian Information Security Committee: reference Beraadslaging nr. 22/014 van 11 January 2022, available via https://www.ehealth.fgov.be/ehealthplatform/file/view/AX54CWc4Fbc33iE1rY5a?filename=22-014-n034-HELICON-project.pdf. Dissemination activities include peer-reviewed publications, a webinar series and a project website.The pseudonymised data are derived from administrative and health sources. Acquiring informed consent would require extra information on the subjects. The research team is prohibited from gaining additional knowledge on the study subjects by the Belgian Information Security Committee’s interpretation of the Belgian privacy framework.

PMID:37202131 | DOI:10.1136/bmjopen-2022-069355

BMJ Open. 2023 May 18;13(5):e071155. doi: 10.1136/bmjopen-2022-071155.

ABSTRACT

INTRODUCTION: Considering the increasing complexity of care and workload for home care nurses due to the ageing of the population, it is crucial to describe the work environment and the community care setting. The aim of this study protocol is to map the characteristics and identify gaps of home care in the community to design future interventions aimed at ensuring quality and safety.

METHODS AND ANALYSIS: This is a national cross-sectional descriptive observational study using the survey method. Nurses from all participating community care centres will be recruited through convenience sampling by the coordinators of each centre, who will act as facilitators for this study. All community care recipients and their informal carers during the study period will be invited to complete a survey.To map the characteristics and identify gaps of home care in the community, three sources of data will be collected: (1) organisational characteristics, professional satisfaction, intention to leave and burn-out; (2) experience of care recipients and their informal carers and (3) improper access to the emergency department, readmission to hospital, comorbidities, services offered and users’ level of autonomy, and main and secondary diagnoses.Considering the total Italian nursing population of approximately 450 000 registered nurses, a sample size of 1% of this population, equal to approximately 4600 nurses, was hypothesised.This study started in July 2022 and is planned to end in December 2023.Data will be analysed using descriptive and inferential statistics.

ETHICS AND DISSEMINATION: This study protocol was approved by the Liguria Regional Ethics Committee in November 2022. Informed consent will be obtained from participants and confidentiality will be ensured. Data collected for this study will be kept anonymised in a protected database.The results of the study will be disseminated mainly through conferences, publications and meetings with government representatives.

PMID:37202129 | DOI:10.1136/bmjopen-2022-071155

BMJ Open. 2023 May 18;13(5):e069851. doi: 10.1136/bmjopen-2022-069851.

ABSTRACT

OBJECTIVE: This study aimed to assess the prevalence and determinants of anaemia among lactating and non-lactating women in low-income and middle-income countries (LMICs).

DESIGN: Comparative cross-sectional study.

SETTING: LMICs.

PARTICIPANTS: Reproductive-age women.

PRIMARY OUTCOME: Anaemia.

METHODS: Data for the study were drawn from the recent 46 LMICs Demographic and Health Surveys (DHS). A total of 185 330 lactating and 827 501 non-lactating women (both are non-pregnant) who gave birth in the last 5 years preceding the survey were included. STATA V.16 was used to clean, code and analyse the data. Multilevel multivariable logistic regression was employed to identify factors associated with anaemia. In the adjusted model, the adjusted OR with 95% CI and a p value <0.05 was reported to indicate statistical association.

RESULT: The prevalence of anaemia among lactating and non-lactating women was found at 50.95% (95% CI 50.72, 51.17) and 49.33% (95% CI 49.23%, 49.44%), respectively. Maternal age, mother’s educational status, wealth index, family size, media exposure, residence, pregnancy termination, source of drinking water and contraceptive usage were significantly associated determinants of anaemia in both lactating and non-lactating women. Additionally, the type of toilet facility, antenatal care visit, postnatal care visit, iron supplementation and place of delivery were factors significantly associated with anaemia in lactating women. Besides, smoking was significantly associated with anaemia in non-lactating women.

CONCLUSIONS AND RECOMMENDATIONS: The prevalence of anaemia was higher in lactating women compared with non-lactating. Almost half of the lactating and non-lactating women were anaemic. Both individual-level and community-level factors were significantly associated with anaemia. Governments, non-governmental organisations, healthcare professionals and other stakeholders are recommended to primarily focus on disadvantageous communities where their knowledge, purchasing power, access to healthcare facilities, access to clean drinking water and clean toilet facilities are minimal.

PMID:37202128 | DOI:10.1136/bmjopen-2022-069851