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Nevin Manimala Statistics

A Structured Educational Intervention Aims to Improve Pneumococcal Vaccination Practices in Primary Healthcare Centers

J Multidiscip Healthc. 2023 Jan 19;16:175-179. doi: 10.2147/JMDH.S392685. eCollection 2023.

ABSTRACT

OBJECTIVE: The Centers for Disease Control and Prevention (CDC) provide evidence-based recommendations on vaccine use in the US Current CDC recommendations for the two available pneumococcal vaccine types can be confusing for providers and nursing staff, introducing the potential for administering the wrong product to patients. The pneumococcal vaccine products come with specific recommendations and target-specific patient groups. This intervention aims to improve pneumococcal vaccine practices per CDC recommendations, at primary health-care centers in Saudi Arabia.

MATERIALS AND METHODS: This intervention is conducted with nursing staff and mid-level providers. An educational intervention consisting of a five-question assessment questionnaire and containing brief scenario cases on pneumococcal vaccine indication. The assessment questionnaire was administered twice separated by a brief educational session on proper vaccine use by a clinical pharmacist. The educational intervention and the pre/post assessment required 15 min to complete. Assessments were collected, and a pre-intervention assessment was compared with a post-intervention assessment to capture the effect of the educational intervention. Test score changes from the baseline were analyzed via a paired Student’s t-test.

RESULTS: Eighty-five nursing staff and mid-level providers completed the assessment. Questionnaire scores signaled an improvement trend in both centers, but the results were not statistically significant in center 1 (p=0.767) and center 2 (p=0.125).

CONCLUSION: Focusing education on nursing staff by clinical pharmacists on proper vaccine use does not appear to be as effective as previously thought. The desire for improvement in practices was evident in the overwhelming desire to participate in the educational session by nursing staff and mid-level providers. However, the results reflect the complex nature of vaccine practices and the need for further training on proper vaccine use for nursing and mid-level providers.

PMID:36700173 | PMC:PMC9869908 | DOI:10.2147/JMDH.S392685

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The Effect of the Interaction between Abnormal Body Mass Index and Hypertension on the Risk of Type 2 Diabetes

Int J Endocrinol. 2023 Jan 16;2023:6009414. doi: 10.1155/2023/6009414. eCollection 2023.

ABSTRACT

OBJECTIVE: Many patients with type 2 diabetes have an abnormal body mass index (BMI) and hypertension together, but few studies on the interaction of the two on the risk of T2DM are reported. We aim to explore the effect of the interaction between abnormal BMI and hypertension on the risk of type 2 diabetes mellitus (T2DM) in Uyghur residents.

METHODS AND RESULTS: Based on the physical examination data of 27,4819 Uygur residents in Moyu County, a logistic regression model was used to analyze the correlation between BMI abnormality, hypertension, and T2DM disease, and then, the effect of their interaction on the risk of T2DM was evaluated by an additive model and a multiplicative model. The results showed that the detectable rate of T2DM was 5.58%, the proportion of abnormal BMI was 59.49%, and the proportion of hypertension was 25.14%. The risk of T2DM in people with an abnormal BMI and hypertension was higher than that in people with a normal weight and without hypertension, and the difference was statistically significant (P < 0.05). The additive model showed that after adjusting for confounding factors such as gender, age, family history of diabetes, abdominal obesity, and alcohol consumption, abnormal BMI and hypertension had a synergistic effect on the risk of T2DM and the evaluation indicators RERI, AP, and S were 0.90 (0.32∼1.49), 0.20 (0.11∼0.30), and 1.36 (1.17∼1.57), respectively. But there was no multiplicative interaction between the two (OR = 0.97, (95% CI: 0.89∼1.06). 3).

CONCLUSION: The interaction between abnormal BMI and hypertension can increase the risk of T2DM, and improving BMI and controlling blood pressure within the normal range can effectively reduce the risk of T2DM.

PMID:36700170 | PMC:PMC9870675 | DOI:10.1155/2023/6009414

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How do common conditions impact health-related quality of life for children? Providing guidance for validating pediatric preference-based measures

Health Qual Life Outcomes. 2023 Jan 25;21(1):8. doi: 10.1186/s12955-023-02091-4.

ABSTRACT

BACKGROUND: There is increasing interest in the validation of pediatric preference-based health-related quality of life measurement instruments. It is critical that children with various degrees of health-related quality of life (HRQoL) impact are included in validation studies. To inform patient sample selection for validation studies from a pragmatic perspective, this study explored HRQoL impairments between known-groups and HRQoL changes over time across 27 common chronic child health conditions and identified conditions with the largest impact on HRQoL.

METHODS: The health dimensions of two common preference-based HRQoL measures, the EQ-5D-Y and CHU9D, were constructed using Pediatric Quality of Life Inventory items that overlap conceptually. Data was from the Longitudinal Study of Australian Children, a nationally representative sample with over 10,000 children at baseline. Seven waves of data were included for the analysis, with child age ranging from 2 to18 years. Impacts to specific health dimensions and overall HRQoL between those having a specific condition versus not were compared using linear mixed effects models. HRQoL changes over time were obtained by calculating the HRQoL differences between two consecutive time points, grouped by “Improved” and “Worsened” health status. Comparison among various health conditions and different age groups (2-4 years, 5-12 years and 13-18 years) were made.

RESULTS: Conditions with the largest statistically significant total HRQoL impairments of having a specific condition compared with not having the condition were recurrent chest pain, autism, epilepsy, anxiety/depression, irritable bowel, recurrent back pain, recurrent abdominal pain, and attention deficit hyperactivity disorder (ADHD) for the total sample (2-18 years). Conditions with largest HRQoL improvement over time were anxiety/depression, ADHD, autism, bone/joint/muscle problem, recurrent abdominal pain, recurrent pain in other part, frequent headache, diarrhea and day-wetting. The dimensions included in EQ-5D-Y and CHU9D can generally reflect HRQoL differences and changes. The HRQoL impacts to specific health dimensions differed by condition in the expected direction. The conditions with largest HRQoL impacts differed by age group.

CONCLUSIONS: The conditions with largest HRQoL impact were identified. This information is likely to be valuable for recruiting patient samples when validating pediatric preference-based HRQoL instruments pragmatically.

PMID:36698179 | DOI:10.1186/s12955-023-02091-4

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The utility of texture analysis based on quantitative synthetic magnetic resonance imaging in nasopharyngeal carcinoma: a preliminary study

BMC Med Imaging. 2023 Jan 25;23(1):15. doi: 10.1186/s12880-023-00968-w.

ABSTRACT

BACKGROUND: Magnetic resonance imaging (MRI) is commonly used for the diagnosis of nasopharyngeal carcinoma (NPC) and occipital clivus (OC) invasion, but a proportion of lesions may be missed using non-enhanced MRI. The purpose of this study is to investigate the diagnostic performance of synthetic magnetic resonance imaging (SyMRI) in differentiating NPC from nasopharyngeal hyperplasia (NPH), as well as evaluating OC invasion.

METHODS: Fifty-nine patients with NPC and 48 volunteers who underwent SyMRI examination were prospectively enrolled. Eighteen first-order features were extracted from VOIs (primary tumours, benign mucosa, and OC). Statistical comparisons were conducted between groups using the independent-samples t-test and the Mann-Whitney U test to select significant parameters. Multiple diagnostic models were then constructed using multivariate logistic analysis. The diagnostic performance of the models was calculated by receiver operating characteristics (ROC) curve analysis and compared using the DeLong test. Bootstrap and 5-folds cross-validation were applied to avoid overfitting.

RESULTS: The T1, T2 and PD map-derived models had excellent diagnostic performance in the discrimination between NPC and NPH in volunteers, with area under the curves (AUCs) of 0.975, 0.972 and 0.986, respectively. Besides, SyMRI models also showed excellent performance in distinguishing OC invasion from non-invasion (AUC: 0.913-0.997). Notably, the T1 map-derived model showed the highest diagnostic performance with an AUC, sensitivity, specificity, and accuracy of 0.997, 96.9%, 97.9% and 97.5%, respectively. By using 5-folds cross-validation, the bias-corrected AUCs were 0.965-0.984 in discriminating NPC from NPH and 0.889-0.975 in discriminating OC invasion from OC non-invasion.

CONCLUSIONS: SyMRI combined with first-order parameters showed excellent performance in differentiating NPC from NPH, as well as discriminating OC invasion from non-invasion.

PMID:36698156 | DOI:10.1186/s12880-023-00968-w

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Determinants of trust in healthcare facilities among community-based health insurance members in the Manna district of Ethiopia

BMC Public Health. 2023 Jan 25;23(1):171. doi: 10.1186/s12889-023-15124-w.

ABSTRACT

BACKGROUND: Low-income countries, including Ethiopia, face substantial challenges in financing healthcare services to achieve universal health coverage. Consequently, millions of people suffer and die from health-related conditions. These can be efficiently managed in areas where community-based health insurance (CBHI) is properly implemented and communities have strong trust in healthcare facilities. However, the determinants of community trust in healthcare facilities have been under-researched in Ethiopia.

OBJECTIVE: To assess the determinants of trust in healthcare facilities among community-based health insurance members in the Manna District of Ethiopia.

METHODS: A community-based cross-sectional study was conducted from March 01 to 30, 2020 among 634 household heads. A multistage sampling technique was used to recruit the study participants. A structured interviewer-administered questionnaire was used to collect the data. Descriptive statistics were computed as necessary. Multivariable linear regression analyses were performed, and variables with a p-value < 0.05 were considered to have a significant association with households’ trust in healthcare facilities.

RESULTS: In total, 617 households were included in the study, with a response rate of 97.0%. Household age (ß=0.01, 95% CI:0.001, 0.0013), satisfaction with past health services (ß=0.13, 95% CI:0.05, 0.22), perceived quality of services (ß= -0.47, 95% CI: -0.64, -0.29), perceived provider’s attitude towards CBHI members (ß = -0.68, 95% CI: -0.88, -0.49), and waiting time (ß= -0.002, 95% CI:- 0.003, -0.001) were determinants of trust in healthcare facilities.

CONCLUSION: This study showed that respondents’ satisfaction with past experiences, older household age, long waiting time, perceived poor quality of services, and perceived unfavorable attitudes of providers towards CBHI members were found to be determinants of trust in healthcare facilities. Thus, there is a need to improve the quality of health services, care providers’ attitudes, and clients’ satisfaction by reducing waiting time in order to increase clients’ trust in healthcare facilities.

PMID:36698154 | DOI:10.1186/s12889-023-15124-w

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Macrophage activation syndrome in children with Kikuchi-Fujimoto disease

Pediatr Rheumatol Online J. 2023 Jan 25;21(1):10. doi: 10.1186/s12969-023-00788-w.

ABSTRACT

BACKGROUND: Kikuchi-Fujimoto disease (KFD) is typically a benign, self-limiting inflammatory disease. However, some patients may have a prolonged or recurrent disease course, or present with life-threatening complications such as macrophage activation syndrome (MAS). In this study, we aimed to describe the incidence and clinical features of MAS in KFD and to access potential laboratory markers for the diagnosis of KFD-associated MAS.

METHODS: Patients with KFD were retrospectively enrolled from January 2015 to November 2021 at Shenzhen Children’s Hospital. Clinical data were collected from inpatient or outpatient medical records. Data collected included clinical manifestations, laboratory and imaging findings, treatment, and clinical outcomes. Data were analyzed using GraphPad Prism 8.0 statistical software (GraphPad Software Inc., La Jolla, CA, USA). A receiver operating characteristic (ROC) curve analysis was further performed to access the potential predictors for the KFD-MAS diagnosis.

RESULTS: Of 58 patients with a histological diagnosis of KFD, 15 (25.9%) patients had MAS. Compared to patients without MAS, patients with KFD-MAS presented with a higher proportion of skin rash (26.7%, p = 0.01), glucocorticoid treatment (80%, p = 0.003), and disease recurrence (33.3%, p = 0.04). KFD-MAS patients had lower absolute peripheral white blood cell (WBC, p = 0.02), platelet (p = 0.002), serum albumin levels (p = 0.01), and lymphocyte count (p < 0.0001), and higher lactate dehydrogenase (LDH) levels (p < 0.0001). ROC curve analysis showed that the cutoff values of absolute lymphocyte count, an absolute platelet count, serum albumin level, and serum LDH level for KFD-MAS diagnosis were < 1235/μL, < 171 × 106/μL, < 35.6 g/L, and > 679 IU/mL, respectively.

CONCLUSIONS: The presence of KFD-MAS in children may be more common than previously expected, especially in those with skin rash. KFD-MAS may be associated with a higher recurrence rate. An extremely elevated serum LDH level and moderate to severe lymphopenia may be useful diagnostic markers for MAS in KFD.

TRIAL REGISTRATION: Not applicable; this was a retrospective study.

PMID:36698152 | DOI:10.1186/s12969-023-00788-w

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The comparison of diffusion tensor imaging in human hearts between 1.5 T and 3.0 T

BMC Med Imaging. 2023 Jan 25;23(1):14. doi: 10.1186/s12880-023-00969-9.

ABSTRACT

BACKGROUND: The aim was to compare the diffusion tensor imaging (DTI) indices derived from human hearts between 1.5 T and 3.0 T scanners. Additionally, the reproducibility of DTI indices was assessed between 1.5 T and 3.0 T scanners.

METHODS: A total of 18 ex-vivo hearts were derived from patients who underwent heart transplantation. The DTI schemes were performed at 1.5 T and 3.0 T, respectively. Then, the same slices from each ex-vivo heart were selected for image analysis. The student’s t-test or Wilcoxon-rank test was used to compare the statistical differences. The agreement of DTI indices was mainly reported as the interclass correlation coefficient (ICC).

RESULTS: No significant differences (all P > 0.05) were found in the DTI indices between 1.5 T and 3.0 T scanners. Interestingly, the ICC of all DTI indices was relatively lower with a low b-value. The reproducibility of the helix angle (HA) was relatively lower when compared to the other DTI indices.

CONCLUSION: The DTI indices of ex-vivo human hearts between 1.5 T and 3.0 T scanners had no significant differences. The consistency of DTI indices needed caution using a low b-value with different field strengths, and the relatively low reproducibility of HA should be considered.

PMID:36698134 | DOI:10.1186/s12880-023-00969-9

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Assessment of oral health status and related factors in adolescents aged 12-15 years in the Gansu Province of China: a cross-sectional survey

BMC Oral Health. 2023 Jan 25;23(1):42. doi: 10.1186/s12903-023-02748-y.

ABSTRACT

BACKGROUND: The national oral epidemiological survey conducted every decade has become an indispensable means of detecting changes in oral disease patterns. This study was undertaken to investigate the oral health status and related factors in 12-15-year-old students in Gansu, China.

METHODS: According to the methodology adopted by the Fourth National Oral Health Survey, a multi-stage, stratified, random sampling method was used to select 3871 adolescents aged 12-15 years from four regions of Gansu Province for oral examination and questionnaire survey. Caries experience was measured using the Decayed, Missing, and Filled Teeth (DMFT) index; and periodontal health examination included gingival bleeding, calculus, periodontal pockets and attachment loss. The questionnaire included questions regarding sociodemographic characteristics, and oral health knowledge and behaviors. SPSS20.0 software was used for statistical analysis of the survey data.

RESULTS: The mean DMFT index was 0.83 ± 1.42. The prevalence of caries experience was 38.6%, filling rate was 1.6%, and pit and fissure sealing rate was 0.5%. Logistic regression analysis showed that female sex, rural district, older age, non-only child, frequency of dental visits, and toothache experience were the risk factors for caries experience, with OR ranging between 1.280 and 3.831 (p < 0.05). Prevalence of healthy periodontium was 29.8%. Female sex, rural district, and younger age were found to be the protective factors for healthy periodontium, with OR ranging between 1.178 and 1.414 (p < 0.05).

CONCLUSIONS: Adolescents in Gansu Province had high prevalence of caries experience along with low filling rate, and low prevalence of healthy periodontium. Therefore, it is necessary to vigorously strengthen oral health education, disease prevention and control programs in the province. This would help improve the oral health-related quality of life of these individuals.

PMID:36698127 | DOI:10.1186/s12903-023-02748-y

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Association between dental caries and obesity among Libyan schoolchildren during the armed conflict in Benghazi

BMC Oral Health. 2023 Jan 25;23(1):44. doi: 10.1186/s12903-023-02728-2.

ABSTRACT

BACKGROUND: Dental caries and Obesity in children are issues of public health concern. Even though researching the relationship between these two noncommunicable diseases has been conducted for many years, the results remain equivocal. This paper aimed to examine the association between dental caries and obesity among 12-year-old schoolchildren living in war-affected environment in Benghazi.

METHODS: A secondary analysis of a cross-sectional study was conducted to determine the prevalence of caries among 12-year-old school children in Benghazi in 2017 during the armed conflict that affected the city. The data extracted for the analysis included sociodemographic of the participants (gender, maternal education and school type), caries experience (DMFT index), and anthropometric measures (height in cm, weight in kg, BMI and Z score for BMI). Comparisons of anthropometric measures were conducted according to caries experience. Linear regression models were developed to determine the association between Body Mass Index and Z score as outcome variables, caries as an explanatory variable, and covariates (gender, maternal education and school type). Beta coefficient (β) and 95% confidence intervals were calculated. All statistical tests were conducted at p ≤ 0.05.

RESULTS: There were 782 children with a mean (SD) BMI of 20.7 SD5.09 and an average z (SD) score of 0.56 SD1.51. Also, 159 (20%) children had obesity. No significant association was observed between caries and anthropometric measures. However, higher BMI was observed in children from a private school (p ≤ 0.001***), females (p ≤ 0.001***) and self-reported regular sugary drinks consumers (p ≤ 0.001***).

CONCLUSION: The present study shows no significant association between dental caries and anthropometric measures. However, the study findings support the notion of tackling sugar intake as a common risk factor for caries and obesity, which should be encouraged in the Libyan culture.

PMID:36698113 | DOI:10.1186/s12903-023-02728-2

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Brain arteriovenous malformations of the middle cerebral artery region: image characteristics and endovascular treatment based on a new classification system

BMC Neurol. 2023 Jan 25;23(1):41. doi: 10.1186/s12883-023-03084-y.

ABSTRACT

BACKGROUND: To date, few studies have investigated the use of endovascular treatment (EVT) for brain arteriovenous malformations (BAVMs) in the supplying area of the middle cerebral artery (MCA). Moreover, no suitable classification was aimed at EVT for MCA-BAVMs. Therefore, this study proposed a new classification.

METHODS: This study retrospectively collected 135 MCA‑BAVMs. They were classified into four types: Type I BAVMs located above the M1 segment; Type II BAVMs located in the region around the Sylvian fissure; and Type III BAVMs located in the supplying region of the M4 segment and subdivided into types IIIa and IIIb. The relevance of various types of MCA-BAVMs and their imaging characteristics and EVT outcomes was analyzed by ordinary one-way ANOVA, Tukey’s multiple comparisons test and the chi-square test.

RESULTS: The 135 patients averaged 33.8 ± 14.7 years and included 75 females (55.6%, 75/135). Among them, 15 (11.1%, 15/135), 16 (11.9%, 16/135), 54 (40%, 54/135), and 50 (37%, 50/135) MCA-BAVMs were type I, II, IIIa and IIIb, respectively. After EVT, a good outcome was achieved in 97% of patients. Statistical analysis showed that type I BAVMs were smaller than type II and IIIb BAVMs (P value < 0.05), and type IIIb BAVMs were larger than type I and IIIa BAVMs (P value < 0.05). Deep vein involvement in type I and IIIb BAVMs was more common than in other types (P value < 0.05), and intraventricular hemorrhage (IVH) was also more common (P value < 0.05). The normal morphology in type IIIb was less than that in the other types (P value < 0.05). Type IIIa BAVMs had a higher degree than other types (P value < 0.05).

CONCLUSION: The present study demonstrated that the new classification of MCA-BAVMs can be used to evaluate imaging characteristics and EVT outcomes in different types. In addition, EVT may be a safe treatment modality for MCA‑BAVMs.

PMID:36698107 | DOI:10.1186/s12883-023-03084-y