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Nevin Manimala Statistics

Gastrointestinal nematodiasis of goats in Somali pastoral areas, Ethiopia

Parasite Epidemiol Control. 2023 Sep 7;23:e00324. doi: 10.1016/j.parepi.2023.e00324. eCollection 2023 Nov.

ABSTRACT

Livestock, mainly goats, are crucial for animal protein, household income, economic security, and wealth creation in the pastoral areas of eastern Ethiopia. However, gastrointestinal parasitosis poses a substantial challenge in this sector. A cross-sectional study was conducted in the Gursum district of the Somali region, Ethiopia, to investigate the prevalence and intensity of gastrointestinal nematodes in goats and their associated risk factors. A total of 384 goat fecal samples were collected and examined using flotation and McMaster egg counting techniques for GIT nematodes. Coprological cultures have also been conducted for nematode identification. Fecal samples showed an overall parasite prevalence of 54.17%, with identified nematodes including Haemonchus (24%), Strongyloides (10.4%), Trichostrongles (6.5%), Nematodirus (6%), Oesophagostomum (5.5%) and Trichuris (1.87%). Older and poor body condition animals had higher chances of hosting nematodes than younger (OR = 0.245; CI = 0.144-0.417) and good body condition animals (OR = 0.069; CI = 0.030-0.157), according to multivariate logistic regression analysis. Quantitative examination of eggs revealed light 75(36.06%), moderate 99(47.60%), and heavy infection (n = 34, 16.35%). Analysis of the different study variables indicated that the age and body condition of the animals and the season of the year had a statistically significant association with the prevalence of GIT nematode infections (P-value <0.05). The high prevalence and intensity of GIT nematodiasis in goats from the study area warrants immediate attention and the implementation of strategic control and prevention measures.

PMID:37701882 | PMC:PMC10493581 | DOI:10.1016/j.parepi.2023.e00324

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Practice of Pre-Hospital Emergency Care and Associated Factors in Addis Ababa, Ethiopia: Facility-Based Cross-Sectional Study Design

Open Access Emerg Med. 2023 Sep 6;15:277-287. doi: 10.2147/OAEM.S424814. eCollection 2023.

ABSTRACT

BACKGROUND: Medical emergencies require quick field interventions and stabilization before transport, while rapid transportation to definitive healthcare with fewer field interventions improves trauma outcomes. Poor prehospital healthcare practices negatively impact patients’ health, and limited studies exist on providers’ practices in resource-limited areas like Ethiopia. This study aimed to assess the practice of pre-hospital emergency care and associated factors at pre-hospital health facilities in Addis Ababa, Ethiopia.

METHODS: A facility-based cross-sectional study was conducted 191 pre-hospital healthcare providers, of which 20 randomly selected participants were participated in the observational study from October 2021 to February 2022 in Addis Ababa Ethiopia. Data was collected using a checklist and self-administered questionnaire. Data was cleaned, entered into Epi data version 4.4, and exported to SPSS software for analysis. Binary and multivariable logistic regression analyses were performed, with a P-value of 0.05 considered statistically significant.

RESULTS: The study found that 43% (82) of pre-hospital healthcare providers in Addis Ababa, Ethiopia, had good practice in pre-hospital emergency care. The identified factors that increased the odds of good practice in pre-hospital emergency care were: being able to provide advanced life support (AOR = 88.99; 95% CI: 27.143-291.603); adequate monitoring and defibrillators (AOR = 5.829; 95% CI: 1.430-23.765); having work experience of 4-5 years (AOR = 5.86; 95% CI: 1.424-24.109); and having the opportunity to continue education (AOR = 31.953; 95% 6.479-157.591).

CONCLUSIONS AND RECOMMENDATIONS: The study found high levels of poor practice among pre-hospital healthcare providers in Addis Ababa, Ethiopia. Factors contributing to good practice include being trained in advanced Life Support, adequate monitoring, defibrillators, work experience, and having the opportunity to continue education. Therefore, policymakers and health planners should establish teaching and training centres based on Ministry of Health and Education guidelines.

PMID:37701880 | PMC:PMC10493197 | DOI:10.2147/OAEM.S424814

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Nevin Manimala Statistics

Distribution-Invariant Differential Privacy

J Econom. 2023 Aug;235(2):444-453. doi: 10.1016/j.jeconom.2022.05.004. Epub 2022 Jun 18.

ABSTRACT

Differential privacy is becoming one gold standard for protecting the privacy of publicly shared data. It has been widely used in social science, data science, public health, information technology, and the U.S. decennial census. Nevertheless, to guarantee differential privacy, existing methods may unavoidably alter the conclusion of original data analysis, as privatization often changes the sample distribution. This phenomenon is known as the trade-off between privacy protection and statistical accuracy. In this work, we mitigate this trade-off by developing a distribution-invariant privatization (DIP) method to reconcile both high statistical accuracy and strict differential privacy. As a result, any downstream statistical or machine learning task yields essentially the same conclusion as if one used the original data. Numerically, under the same strictness of privacy protection, DIP achieves superior statistical accuracy in a wide range of simulation studies and real-world benchmarks.

PMID:37701878 | PMC:PMC10495082 | DOI:10.1016/j.jeconom.2022.05.004

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Nevin Manimala Statistics

Factors affecting resilience in Namibian children exposed to parental divorce: a Q-Methodology study

Front Psychol. 2023 Aug 28;14:1221697. doi: 10.3389/fpsyg.2023.1221697. eCollection 2023.

ABSTRACT

INTRODUCTION: Divorce is a contributor to family instability within sub-Saharan Africa, and specifically within Namibia, an increasing number of children are exposed to its impact. However, not all children react uniformly to the impact of parental divorce, and many children may be resilient. Understanding what promotes resilience in children post-divorce in African contexts is vital, given the unique socio-cultural context. Therefore, this study aimed to understand how some children are capable of resilience despite exposure to parental divorce in Namibia.

METHODS: A multiple case study design was employed to assess the lived experiences of children aged 9-12 post-parental divorce in Windhoek. Using the Child and Youth Resilience Measurement (CYRM-12) scale, 24 children exposed to parental divorce were screened for resiliency. The Q-Methodology, with visual material, was utilized with a sub-sample of 12 children who scored high on the CYRM (50% girls, mean age = 11) to eliminate some of the challenges associated with gathering qualitative data from younger children. The PQ Method 2.35 software program was used for data analysis.

RESULTS: By-person factor analysis identified four statistically significant profiles. A third (33%) of participants loaded on a factor emphasizing “quality parent-child relationships” and a further 33% emphasizing “effective parent conflict resolution.” The final two factors emphasized “healthy school attachment” (17%) and “strong community attachment” (17%). All children emphasized a stable, loving familial environment, and frequent visitation with the non-custodial father.

DISCUSSION: Our findings suggest that multiple social ecologies nurture resilience in children exposed to parental divorce in Namibia. Support should be extended beyond the perimeters of the nuclear family, and relationships with extended family members, peer groups, school, and the wider community can play an important role in children’s adjustment. The study highlights the importance of contextually grounded resilience as some factors that are emphasized for children from more Western communities do not reflect as strongly in the results of this study. Other factors, including a stronger reliance on community and factors such as the school, peers, and extended family members, may play a bigger role in child resilience post-divorce in Namibia.

PMID:37701873 | PMC:PMC10493287 | DOI:10.3389/fpsyg.2023.1221697

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Cost-Effectiveness of Lorlatinib for the Treatment of Adult Patients with Anaplastic Lymphoma Kinase Positive Advanced Non-Small Cell Lung Cancer in Spain

Clinicoecon Outcomes Res. 2023 Sep 7;15:659-671. doi: 10.2147/CEOR.S415711. eCollection 2023.

ABSTRACT

PURPOSE: The objective of the present study was to evaluate the efficiency of lorlatinib compared to alectinib and brigatinib for the treatment of adult patients with anaplastic lymphoma kinase (ALK)-positive advanced non-small cell lung cancer (NSCLC) previously not treated, in Spain.

METHODS: A partitioned survival model comprised progression free, non-intracranial progression, intracranial progression, and death health states was constructed to estimate the total costs, life-years gained (LYG) and quality-adjusted life years (QALYs) accumulated in a lifetime horizon. Overall survival (OS) and progression-free survival (PFS) for lorlatinib were obtained from the CROWN study. For alectinib and brigatinib, a network meta-analysis of randomized controlled trials was conducted to estimate OS and PFS hazard ratios versus crizotinib. Utilities were estimated based on EQ-5D-5L data derived from the CROWN (lorlatinib), ALEX (alectinib) and ALTA-1L (brigatinib) studies. According to the Spanish National Health Service perspective the total costs (expressed in euros using a 2021 cost year) included drug acquisition and the administration’s subsequent treatment, ALK+ advanced NSCLC management and adverse-event management, and palliative care. Unitary costs were obtained from local cost databases and literature. Costs, LYGs and QALYs were discounted at 3% annually. Deterministic and probabilistic sensitivity analyses were used to test the model’s robustness.

RESULTS: Lorlatinib provided higher health outcomes (+0.70 LYG/patient, +1.42 QALYs/patient) and lower costs (-€9239/patient) than alectinib. Lorlatinib yielded higher LYG (+1.74) and QALYs (+2.30) versus brigatinib but higher costs/patient (+€36,627), resulting in an incremental-cost-effectiveness-ratio of €15,912/QALY gained.

CONCLUSION: The results of this study suggest that lorlatinib may be a dominant treatment option versus alectinib. Considering a willingness-to-pay threshold of €25,000/QALY, lorlatinib may be an efficient option compared to brigatinib.

PMID:37701861 | PMC:PMC10494862 | DOI:10.2147/CEOR.S415711

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Nevin Manimala Statistics

The Cost of Maternal Complications and Its Associated Factors Among Mothers Attending Public Hospitals in Harari Region and Dire Dawa City Administration, Eastern Ethiopia: An Institution-Based Cross-Sectional Study

Clinicoecon Outcomes Res. 2023 Sep 7;15:645-658. doi: 10.2147/CEOR.S416562. eCollection 2023.

ABSTRACT

BACKGROUND: Pregnant women face high costs for health-care services despite being advertised as free. These costs include non-medical expenses, lost productivity, difficulties caring for family members, and long-term financial impact from complications. Limited research has been done on the cost burden of maternal services and complications, despite numerous studies on maternal health service provision. This is notable considering the government’s claim of providing free maternal health-care services.

METHODS: A cross-sectional study was conducted in July (1-30) 2022 among 425 randomly selected mothers in Harari and Dire Dawa City, Eastern Ethiopia. Data were collected through structured questionnaires and medical record reviews. The collected data was entered into Epi-Data version 3.02 and analyzed using STATA version 14.0 after data cleaning. Descriptive statistics and linear regression analysis were used to examine the data, ensuring assumptions of linearity, independence, homoscedasticity, and normality were met. The correlation coefficient was used to assess the strength of the association.

RESULTS: The median cost of maternal complications was around 4250 ETB (81.3 USD; IQR = 2900-5833.3), factors that predicted cost were monthly family income of ≥3001 birr (β=1.13; 95% CI: 1.00, 1.26), distance from hospital (β=0.73; 95% CI = 0.64-0.83), being admitted for less than 4 days (β=0.60; 95% CI = 0.53-0.69), accompanied by relatives besides their husbands (β=1.93; 95% CI = 1.52-2.46), caesarian sections delivery (β=1.17; 95% CI = 1.04-1.31), and giving birth to a normal baby (β=0.86; 95% CI = 0.77-0.97).

CONCLUSION: Maternal complications incur significant costs, with factors such as family income, travel time, hospital stay, caregiver presence, mode of delivery, and neonatal outcome predicting these costs. The Ethiopian health system should address the additional expenses faced by mothers with complications and their caregivers.

PMID:37701860 | PMC:PMC10494998 | DOI:10.2147/CEOR.S416562

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Protective effect of moringa seed extract on kidney damage in rats fed a high-fat and high-fructose diet

J Taibah Univ Med Sci. 2023 Jul 12;18(6):1545-1552. doi: 10.1016/j.jtumed.2023.07.001. eCollection 2023 Dec.

ABSTRACT

OBJECTIVE: Moringa is a common plant that contains high levels of antioxidants. In this study, we aimed to analyze the protective effect of moringa seed extract on the kidneys of a rat model maintained on a high-fat and high-fructose (HFHF) diet.

METHODS: An experiment with a pretest-posttest control group design was used to measure metabolic parameters and determine kidney function, while a posttest-only method was used for the control group to determine glomerular volume and superoxide dismutase (SOD) expression. Purposive sampling was used on 28 rats divided into four groups: a control (K1) group, and three groups fed a HFHF diet for 53 days (K2, K3, and K4). Subsequently, K3 and K4 were given 150 and 200 mg/kg BW per day moringa seed extract for 28 days. Data were analyzed using IBM® SPSS® Statistics version 22 software.

RESULTS: Analysis showed that the diet increased the risk of metabolic syndrome, as evidenced by weight gain, glucose, and triglycerides. The optimal dose of moringa seed extract significantly improved glomerular volume (p = 0.001). The expression of SOD in kidney tubules and glomeruli was significantly different with each group (p = 0.002 and p = 0.001) respectively.

CONCLUSION: The administration of moringa seed extract provided a protective effect on the kidney by reducing serum creatinine levels, improving overall structure, and increasing the expression of SOD, a key antioxidant.

PMID:37701847 | PMC:PMC10494169 | DOI:10.1016/j.jtumed.2023.07.001

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Predictors of one-year mortality following hip fracture surgery in elderly

PeerJ. 2023 Sep 8;11:e16008. doi: 10.7717/peerj.16008. eCollection 2023.

ABSTRACT

BACKGROUND: Understanding mortality risk factors is critical to reducing mortality among elderly hip fracture patients. To investigate the effects of admission and post-operative levels of distribution width of red blood cells (RDW), albumin, and RDW/albumin (RA) ratio on predicting 1-year mortality following hip fracture surgery.

METHODS: A retrospective study was conducted on 275 elderly patients who underwent hip fracture surgery in a tertiary hospital between January 2018 and January 2022. Deaths within one year of hip fracture were defined as the deceased group. The survivors were defined as those who survived for at least one year. The relationship between admission and post-operative levels of RDW, albumin, RA, and mortality within one year after hip surgery was assessed statistically, including binary logistic regression analysis. The study also assessed other factors related to mortality.

RESULTS: One-year mortality was 34.7%. There was a 3.03-year (95% CI [1.32-4.75]) difference between the deceased (79.55 ± 8.36 years) and survivors (82.58 ± 7.41 years) (p < 0.001). In the deceased group, the mean hemoglobin (HGB) values at admission (p = 0.022) and post-operative (p = 0.04) were significantly lower. RDW values at admission (p = 0.001) and post-op (p = 0.001) were significantly lower in the survivor group. The mean albumin values at admission (p < 0.001) and post-operative (p < 0.001) in the survivor group were significantly higher than in the deceased group. A significant difference was found between the survivor group and the deceased group in terms of mean RA ratio at admission and post-operative (p < 0.001). Based on binary logistic regression analysis, presence of chronic obstructive pulmonary disease (COPD) (OR 3.73, 95% CI [1.8-7.76]), RDW (OR 1.78, 95% CI [1.48-2.14]), and albumin (OR 0.81, 95% CI [0.75-0.87]), values at admission were found to be independent predictors of 1-year mortality in elderly patients with hip fracture.

CONCLUSION: Based on this study, presence of COPD, higher RDW, and lower albumin levels at admission were independent predictors of 1-year mortality following hip fracture surgery in the elderly.

PMID:37701840 | PMC:PMC10494834 | DOI:10.7717/peerj.16008

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Genetic polymorphisms in the C19orf66 gene influenced HIV-1 infection in a Yunnan population

PeerJ. 2023 Sep 7;11:e16005. doi: 10.7717/peerj.16005. eCollection 2023.

ABSTRACT

BACKGROUND: Due to the deficiencies of vaccines and effective medicine, the human immunodeficiency virus (HIV) infection mechanism should be studied. The C19orf66 gene, one of the interferon-stimulated genes (ISGs), expresses broad-spectra anti-viral activity, including inhibiting HIV replication.

METHODS: In this study, we collect 421 HIV-1 infected patients and 448 controls to genotype three SNPs in the C19orf66 gene. Then, the association between SNPs and biochemical indices/ HIV-1 subtypes are analyzed.

RESULTS: Genotypes CC and CT of rs12611087 show statistically lower and higher frequencies in HIV-1 infected patients than in controls, respectively. Alleles C and T of rs12611087 play protective and risk roles in Yunnan HIV population, respectively. Biochemical indices analysis shows that HIV-1 infected persons carried genotype TT of rs77076061 express significantly lower CD3+/CD45+ ratio level and higher IBIL level. The epidemic subtypes of HIV-1 patients in this study are CRF 07_BC and CRF 08_BC. Moreover, subtype CRF 08_BC tends to infect persons with genotype CC of rs12611087.

CONCLUSION: The genetic polymorphisms of the C19orf66 gene are firstly studied and reported to associate with HIV-1 infection and biochemical indices of patients in Yunnan. Furthermore, subtype CRF 08_BC infection could be influenced by genotypes of SNP in the C19orf66 gene.

PMID:37701839 | PMC:PMC10493081 | DOI:10.7717/peerj.16005

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Effects of transcranial pulse stimulation on autism spectrum disorder: a double-blind, randomized, sham-controlled trial

Brain Commun. 2023 Aug 18;5(5):fcad226. doi: 10.1093/braincomms/fcad226. eCollection 2023.

ABSTRACT

Transcranial pulse stimulation has been proven effective to improve cognition, memory and depressive symptoms of Alzheimer’s disease, but supporting evidence on other neurological diseases or neuropsychiatric disorders remains limited. This study aimed to investigate the effects of transcranial pulse stimulation on the right temporoparietal junction, which is a key node for social cognition for autism spectrum disorder, and to examine the association between transcranial pulse stimulation and executive and social functions. This double-blinded, randomized, sham-controlled trial included 32 participants (27 males), aged 12-17 years with autism spectrum disorder. All eligible participants were randomized into either the verum or sham transcranial pulse stimulation group, on a 1:1 ratio, based on the Childhood Autism Rating Scale screening score. Sixteen participants received six verum transcranial pulse stimulation sessions (energy level: 0.2-0.25 mJ/mm2; pulse frequency: 2.5-4.0 Hz, 800 pulse/session) in 2 weeks on alternate days. The remaining 16 participants received sham transcranial pulse stimulation. The primary outcome measure included Childhood Autism Rating Scale score changes, evaluated by parents, from baseline to 3-month follow-ups. Secondary outcomes included a self-reported questionnaire responded to by parents and cognitive tests responded to by participants. A licensed mental health professional evaluated clinical global impression severity, improvement, efficacy and total score. Results revealed significant interactions in Childhood Autism Rating Scale and other secondary outcomes. Significant group and time effects were found in most secondary outcomes. Additionally, significant differences were found between the transcranial pulse stimulation and sham transcranial pulse stimulation groups in Childhood Autism Rating Scale and clinical global impression improvement and total score immediately after 2 weeks of transcranial pulse stimulation intervention (all P < 0.05), and effects were sustainable at 1- and 3-month follow-up, compared with baseline. The effect size of Childhood Autism Rating Scale (d = 0.83-0.95) and clinical global impression improvement (d = 4.12-4.37) were large to medium immediately after intervention and sustained at 1-month post-stimulation; however, the effects were reduced to small at 3-month post-stimulation (d = 2.31). These findings indicated that transcranial pulse stimulation over right temporoparietal junction was effective to reduce the core symptoms of autism spectrum disorder, as evidenced by a 24% reduction in the total Childhood Autism Rating Scale score in the verum transcranial pulse stimulation group. Additionally, the clinical global impression total score was reduced by 53.7% in the verum transcranial pulse stimulation group at a 3-month follow-up, compared with the baseline. Participants in the verum transcranial pulse stimulation group had shown substantial improvement at 1- and 3-month follow-ups, compared with baseline, although some of the neuropsychological test results were deemed statistically insignificant. Future replication of this study should include a larger sample derived from multi-nations to determine transcranial pulse stimulation as an alternative top-on treatment option in neuropsychiatry.

PMID:37701816 | PMC:PMC10493640 | DOI:10.1093/braincomms/fcad226