23,669 results on '"Bivariate analysis"'
Search Results
2. Predictors associated with an increase in daily steps among people with prediabetes or type 2 diabetes participating in a two-year pedometer intervention.
- Author
-
Larsson, Kristina, Rossen, Jenny, Norman, Åsa, Johansson, Unn-Britt, and Hagströmer, Maria
- Subjects
- *
TYPE 2 diabetes , *PREDIABETIC state , *PEDOMETERS , *RANDOMIZED controlled trials , *BIVARIATE analysis - Abstract
Background: This study aimed to explore predictors associated with intermediate (six months) and post-intervention (24 months) increases in daily steps among people with prediabetes or type 2 diabetes participating in a two-year pedometer intervention. Methods: A secondary analysis was conducted based on data from people with prediabetes or type 2 diabetes from two intervention arms of the randomised controlled trial Sophia Step Study. Daily steps were measured with an ActiGraph GT1M accelerometer. Participants were divided into two groups based on their response to the intervention: Group 1) ≥ 500 increase in daily steps or Group 2) a decrease or < 500 increase in daily steps. Data from baseline and from six- and 24-month follow-ups were used for analysis. The response groups were used as outcomes in a multiple logistic regression together with baseline predictors including self-efficacy, social support, health-related variables, intervention group, demographics and steps at baseline. Predictors were included in the regression if they had a p-value < 0.2 from bivariate analyses. Results: In total, 83 participants were included. The mean ± SD age was 65.2 ± 6.8 years and 33% were female. At six months, a lower number of steps at baseline was a significant predictor for increasing ≥ 500 steps per day (OR = 0.82, 95% CI 0.69–0.98). At 24 months, women had 79% lower odds of increasing ≥ 500 steps per day (OR = 0.21, 95% CI 0.05–0.88), compared to men. For every year of increase in age, the odds of increasing ≥ 500 steps per day decreased by 13% (OR = 0.87, 95% CI 0.78–0.97). Also, for every step increase in baseline self-efficacy, measured with the Self-Efficacy for Exercise Scale, the odds of increasing ≥ 500 steps per day increased by 14% (OR = 1.14, 95% CI 1.02–1.27). Conclusions: In the Sophia Step Study pedometer intervention, participants with a lower number of steps at baseline, male gender, lower age or higher baseline self-efficacy were more likely to respond to the intervention with a step increase above 500 steps per day. More knowledge is needed about factors that influence response to pedometer interventions. Trial registration: ClinicalTrials.gov, NCT02374788. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
3. Prevalence of and factors associated with zero-dose and under-immunized children in selected areas of Bangladesh: Findings from Lot Quality Assurance Sampling Survey.
- Author
-
Das, Hemel, Jannat, Zerin, Fatema, Kaniz, Momo, Jannat-E-Tajreen, Ali, Md. Wazed, Alam, Nurul, Chowdhury, Mahbub E Elahi Khan, Morgan, Christopher, Oliveras, Elizabeth, Correa, Gustavo Caetano, Reynolds, Heidi W, Uddin, Md. Jasim, and Wahed, Tasnuva
- Subjects
- *
WETLANDS , *QUALITY assurance , *VACCINATION of children , *BIVARIATE analysis , *LOGISTIC regression analysis , *CAREGIVERS - Abstract
• 32% of the sample was zero dose(ZD) or under-immunized(UI) in selected geo-pockets. • The prevalence of ZD/UI were high in urban slums (59%) and ' haors ' (wetland) (32%) • Having proper health documents of child emerged as a key driver of ZD/UI. In the era of Gavi's 5.0 vision of "leaving no one behind with immunization", childhood routine vaccination in missed communities is considered as a priority concern. Despite having a success story at the national level, low uptake of immunization is still persistent in selected pocket areas of Bangladesh. However, prevalence and the associated factors of zero-dose (ZD) and under-immunization (UI) are still unknown at those geo-pockets of Bangladesh. Thus, the study aims to report and identify the factors associated with ZD and UI in selected geographical locations. This study used data from a Lot Quality Assurance Sampling (LQAS) survey where 504 households from 18 clusters of four hard to reach (HTR) and one urban slum were included. Caregivers of children aged 4.5 to 23 months were interviewed. Three outcome variables- ZD, UI and ZD/UI were considered and several related attributes were considered as independent variables. Data were analyzed through bivariate analysis, binary logistic regression and dominance analysis. Overall, 32% of the children were either ZD (8%) or UI (26%) in the selected areas. The adjusted odds of ZD/UI for urban slum and haor (wetlands) areas were 5.62 and 3.61 respectively considering coastal areas as reference. However, distance of nearest EPI center, availability of EPI card, age of caregivers, education and occupation of mother and number of earning members in household were influential factors for ZD/UI. According to dominance analysis, availability of EPI card can explain the most of the variation of ZD/UI in this study. The study findings highlight the high prevalence ZD/UI in certain geo-pockets of the country. It provided a powerful insight of current situation and associated factors in regards to ZD/UI in the country which will help policy-makers and programme managers in designing programmes to reduce missed communities in Bangladesh. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
4. Quality of care transition, patient safety incidents, and patients' health status: a structural equation model on the complexity of the discharge process.
- Author
-
Marsall, Matthias, Hornung, Thorsten, Bäuerle, Alexander, and Weigl, Matthias
- Subjects
- *
STRUCTURAL equation modeling , *PATIENT safety , *PATIENT discharge instructions , *INPATIENT care , *PATIENTS' attitudes , *BIVARIATE analysis - Abstract
Background: The transition of patients between care contexts poses patient safety risks. Discharges to home from inpatient care can be associated with adverse patient outcomes. Quality in discharge processes is essential in ensuring safe transitions for patients. Current evidence relies on bivariate analyses and neglects contextual factors such as treatment and patient characteristics and the interactions of potential outcomes. This study aimed to investigate the associations between the quality and safety of the discharge process, patient safety incidents, and health-related outcomes after discharge, considering the treatments' and patients' contextual factors in one comprehensive model. Methods: Patients at least 18 years old and discharged home after at least three days of inpatient treatment received a self-report questionnaire. A total of N = 825 patients participated. The assessment contained items to assess the quality and safety of the discharge process from the patient's perspective with the care transitions measure (CTM), a self-report on the incidence of unplanned readmissions and medication complications, health status, and sociodemographic and treatment-related characteristics. Statistical analyses included structural equation modeling (SEM) and additional analyses using logistic regressions. Results: Higher quality of care transition was related to a lower incidence of medication complications (B = -0.35, p < 0.01) and better health status (B = 0.74, p < 0.001), but not with lower incidence of readmissions (B = -0.01, p = 0.39). These effects were controlled for the influences of various sociodemographic and treatment-related characteristics in SEM. Additional analyses showed that these associations were only constant when all subscales of the CTM were included. Conclusions: Quality and safety in the discharge process are critical to safe patient transitions to home care. This study contributes to a better understanding of the complex discharge process by applying a model in which various contextual factors and interactions were considered. The findings revealed that high quality discharge processes are associated with a lower likelihood of patient safety incidents and better health status at home even, when sociodemographic and treatment-related characteristics are taken into account. This study supports the call for developing individualized, patient-centered discharge processes to strengthen patient safety in care transitions. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
5. Prevalence of hypertension and its correlates among adult population living in an urban area of West Bengal.
- Author
-
Patra, Kajal Kumar, Banerjee, Indrayudh, Banerjee, Debdutta, Madhwani, Kishore P., and Singh, Jitendra Kumar
- Subjects
- *
CITY dwellers , *HYPERTENSION , *RURAL population , *BIVARIATE analysis , *ADULTS - Abstract
Introduction: Non-communicable diseases (NCD) are the leading cause of adult mortality and morbidity worldwide now days. The NCD like hypertension is emerging as a major health problem in India with increasing prevalence significantly in both urban and rural population. Hence, an investigation was undertaken to find out prevalence of hypertension and its correlates among adult population living in an urban area of West Bengal. Methodology: This community based cross sectional study was conducted in Tangra area of Kolkata. A sample of 100 (45-59 years) individuals was selected by the standard random sampling technique. Chi-square test and multiple logistic regression were employed using SPSS software package. Results: The overall prevalence of hypertension was 32% and higher among participants of occupation employed/business (22%), regular alcoholic (14%), high BMI (16%). While in the bivariate analysis many of the factors correlate with hypertension, occupation, family history and body-mass index, remained significant in the multivariate analysis. Conclusions: The prevalence of hypertension in the study population was found to be on the higher side compared to previous reports from India. Strong public health measures need to be seriously implemented to combat hypertension and its consequences. [ABSTRACT FROM AUTHOR]
- Published
- 2024
6. Dietary diversity and preferences among pregnant women and its association with anaemia.
- Author
-
Twum - Dei, Benedicta, Aryeetey, Richmond, and Aduku, Linda Nana Esi
- Subjects
- *
PREGNANT women , *FOOD preferences , *DIETARY patterns , *ANEMIA , *BIVARIATE analysis , *MENSTRUAL cycle , *EDIBLE greens - Abstract
Purpose: This study aims to assess dietary choices of pregnant women and its relationship with their anaemia status. Design/methodology/approach: A mixed-method study comprising a survey and three focus group discussions (FGDs). The survey included 380 adult pregnant women with data collected on food choices, preferences and haemoglobin (Hb) status. Findings: More than 50% of women in the study had Hb concentration < 11.0 g/dl; mean Hb was 10.24 g/dl (SD = 1.59). Univariate analysis was used to generate descriptive tabulations for socio-demographic characteristics of respondents, dietary choices for women and anaemia status. T-test and bivariate analysis between dietary diversity score of the women among the food groups consumed as well as their anaemia (Hb) status. This showed that women with high dietary diversity score had improved Hb status (P = 0.003), and those who consumed meat and fish as well as dark leafy vegetables had significantly high diversity scores (P = 0.031 and P = 0.049). Thematic analysis was used for analysing qualitative data. Research limitations/implications: The sample used in the study is unlikely to be fully representative of pregnant women in the Accra Metropolis. In addition, this study used a cross-sectional study design, making it difficult to establish causal associations between nutritional status and food choice of pregnant women. It does not also show variation in dietary practices by seasons of the year. The scope of the study did not allow for a detailed analysis, and this should be considered in future studies. Also, the study did not explore an obstetric factor like past bleeding history as well as the menstrual cycle of these pregnant women, as these factors are likely to interfere with the anaemia status of the pregnant women. Originality/value: This paper contributes significant value by specifically focusing on and clarifying the complex relationship between dietary choices and aneamia among pregnant women. It also provides insights into the distinct dietary patterns and preferences of pregnant women, which may be contributing to the high prevalence of aneamia. The results of the study can inform the development of localized, evidence-based interventions to address this critical public health concern, ultimately leading to improved maternal and foetal health outcomes. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
7. Bivariate distributions with equi-dispersed normal conditionals and related models.
- Author
-
Arnold, Barry C. and Manjunath, B. G.
- Subjects
- *
GAUSSIAN distribution , *RANDOM variables , *MAXIMUM likelihood statistics , *BIVARIATE analysis - Abstract
A random variable is equi-dispersed if its mean equals its variance. A Poisson distribution is a classical example of this phenomenon. However, a less well-known fact is that the class of normal densities that are equi-dispersed constitutes a one parameter exponential family. In the present article our main focus is on univariate and bivariate models with equi-dispersed normal component distributions. We discuss distributional features of such models, explore inferential aspects and include an example of application of equi-dispersed models. Some related models are discused in Appendices. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
8. Assessing the predictive validity of Provincial Medical & Dental College Admission Test (MDCAT).
- Author
-
Rahim, Saira and Arooj, Mahwish
- Subjects
- *
PREDICTIVE validity , *MEDICAL students , *BIVARIATE analysis , *STUDENTS , *OCCUPATIONAL achievement , *MEDICAL school admission - Abstract
Objective: To assess the predictive validity of Punjab Provincial Medical & Dental College Admission Test (MDCAT). Methods: A retrospective correlational study was conducted at the Fatima Memorial Hospital College of Medici ne & Dentistry in Lahore, Pakistan. Data were analysed from 415 medical students who had completed the MBBS program from 2018-2020. Bivariate and multivariable regression models were used to adjust for confounders such as age, gender, city of origin, and pre-medical performance. A novel performance-trajectory analysis was used to evaluate whether students with different preadmission MDCAT scores had different performance trajectories in medical school. Results: On simple bivariate analysis, there was a weak but significant (correlational coefficient 0.22-0.33, p<0.001) correlation between MDCAT scores and professional exam scores for all years of medical college. However, multivariable analysis of Matric/Fsc track showed no significant correlation (p > 0.05) between MDCAT and professional exam scores after the first two years. For O/A level students, there was no correlation between MDCAT and professional exam scores for any year of medical college (p>0.05). Trajectory analysis showed that students with exceptionally high MDCAT scores had a superior performance trajectory compared to those with the lowest quartile of MDCAT scores while students with average MDCAT scores had overlapping performance trajectories. Conclusion: For students from the Matric/FSc track only, there is a weak but significant correlation between MDCAT scores and professional exam scores for the first two years. No such correlation exists for O/A level students. Exceptionally high MDCAT scores are predictive of higher achievement in professional exam scores. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
9. Influence of type of cooking fuel on risk of hypertension among reproductive-age women in sub-Saharan Africa: insights from nationally representative cross-sectional surveys.
- Author
-
Ayebeng, Castro, Okyere, Joshua, and Dickson, Kwamena Sekyi
- Subjects
- *
HYPERTENSION , *MEDIA exposure , *OLDER women , *DEMOGRAPHIC surveys , *BIVARIATE analysis - Abstract
Background Nearly one-third of the world's population (2.4 billion people) rely on unclean cooking fuel sources. The study assessed the association of the type of cooking fuel and hypertension risk in sub-Saharan Africa (SSA). Methods The study analysed pooled data from 97 942 individuals in the Demographic and Health Survey (DHS) between 2014 and 2021 in 10 SSA countries. Univariate, bivariate and multivariate analyses were performed, including basic descriptive statistics and binary logistic regression. The independent variable of interest was the type of cooking fuel, while hypertension served as the outcome variable. Results Women using unclean cooking fuel were 1.21 times more likely to be hypertensive compared with those using clean cooking fuel (adjusted odds ratio [aOR] 1.21 [95% confidence interval {CI} 1.11 to 1.31]). Older age (aOR 5.78 [95% CI 5.04 to 6.62]), higher education (aOR 1.14 [95% CI 1.05 to 1.23]), being married (aOR 1.64 [95% CI 1.49 to 1.80]), working in sales and services occupations (aOR 1.34 [95% CI 1.24 to 1.44]), frequent health facility visits (aOR 1.59 [95% CI 1.51 to 1.68]), higher wealth index and exposure to media were significantly associated with hypertension risk. Conclusions Efforts to reduce reliance on unclean cooking fuel at both the household and population levels need to be intensified in SSA countries. Promoting the use of clean cooking technologies and fuels and implementing supportive policies for transitioning from unclean cooking fuels are crucial. Targeted interventions to reduce hypertension risk in SSA should focus on women using unclean cooking fuel, older women, individuals from wealthier households and those with higher education levels. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
10. The Impact of Anterior Vertebral Body Tethering on Pulmonary Function.
- Author
-
Hwang, Steven W., Plachta, Stephen, Pahys, Joshua M., Quinonez, Alejandro, Grewal, Harsh, and Samdani, Amer F.
- Subjects
- *
ADOLESCENT idiopathic scoliosis , *PULMONARY function tests , *VITAL capacity (Respiration) , *BIVARIATE analysis , *VERTEBRAE , *THORACOTOMY , *LUMBAR vertebrae , *VERTEBROPLASTY - Abstract
Study Design. Retrospective, single-center study. Objective. To examine pulmonary function tests (PFTs) in patients undergoing anterior vertebral body tethering (AVBT). Summary of Background Data. The effect of AVBT on pulmonary status remains unclear. Materials and Methods. The authors examined preoperative and postoperative PFTs following AVBT in a retrospective, singlecenter cohort of patients. Outcomes were compared using percent predicted values as continuous and categorical variables (using 10% change as significant) and divided into categorical values based on the American Thoracic Society standards. Results. Fifty-eight patients with adolescent idiopathic scoliosis were included, with a mean age of 12.5± 1.4 years and a followup of 4.2± 1.1 years. The mean thoracic curve was 47° ±9°, which improved to 21° ± 12°. At baseline, the mean forced expiratory volume in one second (FEV1%) and forced vital capacity (FVC%) values were 79% and 82%, respectively. Four patients had normal FEV1% (≥100%), 67% had mild restrictive disease (70%–99%) and the rest had worse FEV1%. Mean FEV1 improved from 2.2 to 2.6 L (P<0.05) and FVC improved from 2.5 to 3.0 L (P< 0.05); however, % predicted values remained unchanged (FEV1%: 79%–80%; FVC%: 82–80%, P>0.05) with mean postoperative PFTs at 37± 12 months postoperative. The use of miniopen thoracotomy was not associated with worsening PFTs, but extension of the lowest instrumented vertebra below T12 was correlated with decreasing FEV1% in the bivariate analysis (P<0.05). Patients with worse preoperative FVC% (80 ±13% vs. 90± 11%, P=0.03) and FEV1% (77±17% vs. 87±12%, P= 0.06) also had a greater likelihood of declining postoperative FEV1%. Conclusion. Pulmonary function in most patients undergoing AVBT remained stable (76%) or improved (14%); however, a subset may worsen (10%). Further studies are needed to identify the risk factors for this group, but worse preoperative PFTs and extension below T12 may be risk factors for worsening pulmonary function. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
11. Obesity in U.S. low-income veterans:Prevalence, clinical characteristics, and homelessness.
- Author
-
Stefanovics, Elina A., Potenza, Marc N., and Tsai, Jack
- Subjects
- *
HOMELESSNESS , *REGULATION of body weight , *HYPERTENSION , *STRESS management , *BIVARIATE analysis - Abstract
Obesity is associated with lower socioeconomic status. To date, however, scarce research has examined the prevalence, comorbidity, and incremental burden of obesity in relation to medical, psychiatric, functional, and homelessness measures among low-income veterans. A nationally representative sample of 1004 low-income U.S. veterans was examined. Bivariate and multivariable analyses were conducted to assess relationships between obesity and medical and psychiatric comorbidities, functioning, and homelessness measures. The prevalence estimate of obesity among low-income U.S. veterans was 38.2% (confidence interval (CI): 34.2; 42.2), which is higher than previously reported for the general U.S. veteran population. It was particularly high among young, females with children. Obesity was associated with co-occurring medical (chronic pain, diabetes, sleep disorders, high blood pressure, heart disease) and psychiatric (trauma- and anxiety-related) conditions, poor functioning, and current psychiatric medication use. Veterans with obesity were less likely to have current savings and more likely to have current debt. They also were more likely to have experienced evictions and foreclosures and less likely to use active coping or positive reframing as a means of dealing with stressful situations. The prevalence of obesity among U.S. veterans is high. Specific demographic groups particularly vulnerable to developing obesity warrant targeted interventions. Modifying weight management programs, understanding coping styles, and assessing, monitoring, and treating obesity in low-income veterans may help improve overall health and quality of life in multiple domains. • Of U.S. low-income veterans, 38.2% met criteria for obesity. • Veterans with obesity had higher odds of foreclosures and evictions. • Veterans with obesity were less likely to use active coping to manage stress. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
12. Evaluating implementation of a community-focused patient navigation intervention at an NCI-designated cancer center using RE-AIM.
- Author
-
Ver Hoeve, Elizabeth S., Calhoun, Elizabeth, Hernandez, Monica, High, Elizabeth, Armin, Julie S., Ali-Akbarian, Leila, Frithsen, Michael, Andrews, Wendy, and Hamann, Heidi A.
- Subjects
- *
INCOME , *CANCER patient care , *BIVARIATE analysis , *HEALTH services accessibility , *HEALTH equity - Abstract
Background: Patient navigation is an evidence-based intervention that reduces cancer health disparities by directly addressing the barriers to care for underserved patients with cancer. Variability in design and integration of patient navigation programs within cancer care settings has limited this intervention's utility. The implementation science evaluation framework, RE-AIM, allows quantitative and qualitative examination of effective implementation of patient navigation programs into cancer care settings. Methods: The Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework was used to evaluate implementation of a community-focused patient navigation intervention at an NCI-designated cancer center between June 2018 and October 2021. Using a 3-month longitudinal, non-comparative measurement period, univariate and bivariate analyses were conducted to examine associations between participant-level demographics and primary (i.e., barrier reduction) and secondary (i.e., patient-reported outcomes) effectiveness outcomes. Mixed methods analyses were used to examine adoption and delivery of the intervention into the cancer center setting. Process-level analyses were used to evaluate maintenance of the intervention. Results: Participants (n = 311) represented a largely underserved population, as defined by the National Cancer Institute, with the majority identifying as Hispanic/Latino, having a household income of $35,000 or less, and being enrolled in Medicaid. Participants were diagnosed with a variety of cancer types and most had advanced staged cancers. Pre-post-intervention analyses indicated significant reduction from pre-intervention assessments in the average number of reported barriers, F(1, 207) = 117.62, p <.001, as well as significant increases in patient-reported physical health, t(205) = − 6.004, p <.001, mental health, t(205) = − 3.810, p <.001, self-efficacy, t(205) = − 5.321, p <.001, and satisfaction with medical team communication, t(206) = − 2.03, p =.029. Referral patterns and qualitative data supported increased adoption and integration of the intervention into the target setting, and consistent intervention delivery metrics suggested high fidelity to intervention delivery over time. Process-level data outlined a successful transition from a grant-funded community-focused patient navigation intervention to an institution-funded program. Conclusions: This study utilized the implementation science evaluation framework, RE-AIM, to evaluate implementation of a community-focused patient navigation program. Our analyses indicate successful implementation within a cancer care setting and provide a potential guide for other oncology settings who may be interested in implementing community-focused patient navigation programs. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
13. Computational study of extrinsic factors affecting ACL strain during single-leg jump landing.
- Author
-
Rao, Harish, Bakker, Ryan, McLachlin, Stewart, and Chandrashekar, Naveen
- Subjects
- *
ANTERIOR cruciate ligament injuries , *MENISCUS (Anatomy) , *ARTICULAR ligaments , *ANATOMICAL planes , *GROUND reaction forces (Biomechanics) , *MOTION capture (Human mechanics) , *BIVARIATE analysis - Abstract
Background: Non-contact anterior cruciate ligament (ACL) injuries are a major concern in sport-related activities due to dynamic knee movements. There is a paucity of finite element (FE) studies that have accurately replicated the knee geometry, kinematics, and muscle forces during dynamic activities. The objective of this study was to develop and validate a knee FE model and use it to quantify the relationships between sagittal plane knee kinematics, kinetics and the resulting ACL strain. Methods: 3D images of a cadaver knee specimen were segmented (bones, cartilage, and meniscus) and meshed to develop the FE model. Knee ligament insertion sites were defined in the FE model via experimental digitization of the specimen's ligaments. The response of the model was validated against multiple physiological knee movements using published experimental data. Single-leg jump landing motions were then simulated on the validated model with muscle forces and kinematic inputs derived from motion capture and rigid body modelling of ten participants. Results: The maximum ACL strain measured with the model during jump landing was 3.5 ± 2.2%, comparable to published experimental results. Bivariate analysis showed no significant correlation between body weight, ground reaction force and sagittal plane parameters (such as joint flexion angles, joint moments, muscle forces, and joint velocity) and ACL strain. Multivariate regression analysis showed increasing trunk, hip and ankle flexion angles decreases ACL strain (R2 = 90.04%, p < 0.05). Conclusions: Soft landing decreases ACL strain and the relationship could be presented through an empirical equation. The model and the empirical relation developed in this study could be used to better predict ACL injury risk and prevention strategies during dynamic activities. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
14. Assessing health-related quality of life of Chinese population using CQ-11D.
- Author
-
Pan, Jie, Han, Qianxi, Zhou, Pingda, Zhou, Jiameng, Zhang, Mengpei, and Zhu, Wentao
- Subjects
- *
QUALITY of life , *WIDOWHOOD , *CHINESE people , *SLEEP quality , *HEALTH status indicators , *BIVARIATE analysis - Abstract
Purpose: This study aimed to assess the health-related quality of life (HRQoL) of the Chinese population by using the Chinese medicine quality of life-11 dimensions (CQ-11D) questionnaire and to identify factors associated with HRQoL. Methods: The data was derived from a survey conducted by the Institute of Pharmacoeconomics Evaluation at Beijing University of Chinese Medicine on the quality of life of the Chinese population. The sex and age of respondents were considered through quota sampling. Demographic, socioeconomic, and health indicators were collected using the structured questionnaire. We performed bivariate analyses first to examine the associations between the above factors and the HRQoL of respondents measured by the CQ-11D. Multivariate linear regression and ordinal logistic regression models were established to analyze the factors (demographic, socioeconomic, and health indicators) differences in HRQoL, as well as the risk of each group reporting problems across the 11 dimensions of CQ-11D. Results: From February 2021 to November 2022, a total of 7,604 respondents were involved and 7,498 respondents were included. The sample approximated the general adult Chinese population in terms of age, sex, and district of residence, and each geographic distribution ranged from 9.71 to 25.54%. Of the respondents, 45.84% were male, and 89.82% were Han ethnicity. The mean utility score ranged from 0.796 to 0.921 as age increased. According to the respondents, most health problems were identified in the PL (fatigue) (70.16%) and SM (quality of sleep) (63.63%) dimensions. The CQ-11D index scores varied with the demographic and socioeconomic characteristics of respondents, except for ethnicity (p > 0.05) and income (p > 0.05). The multivariate analysis revealed significant negative associations between health utility scores and various factors. These factors include sex (female), age over 65, belonging to ethnic minorities, rural household registration, being widowed or divorced, having a primary school education or below, being a student or unemployed, having a low income of 0–1,300, engaging in smoking or drinking, limited participation in physical activities, experiencing changes in self-perceived health status compared to the previous year, and having chronic diseases. The odds of respondents reporting problems in 11 dimensions varied among different socio-demographic groups. Conclusions: This study reports the first Chinese population norms for the CQ-11D derived using a representative sample of the Chinese general population. Self-reported health status measured by the CQ-11D varies among different socio-economic groups. In addition to participation a physical activity and the presence of chronic disease, smoking and drinking also significantly influence HRQoL. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
15. Vegetarianism and mental health: Evidence from the 1970 British Cohort Study.
- Author
-
Gagné, Thierry and Kurdi, Vanessa
- Subjects
- *
VEGETARIANISM , *MENTAL health , *COHORT analysis , *PSYCHOLOGICAL distress , *BIVARIATE analysis - Abstract
Reducing animal product consumption has benefits for population health and the environment. The relationship between vegetarianism and mental health, however, remains poorly understood. This study explores this relationship in a nationally representative cohort in Great Britain. We use data from the 1970 British Cohort Study, which collected information on vegetarianism at age 30 in 2000 (n = 11,204) and psychological distress (PD) at ages 26, 30, 34, 42, and 46–48 in 2016/18. We first developed a statistical adjustment strategy by regressing PD at age 30 on vegetarianism and 14 confounders measured at ages 10 and 26. We then ran multilevel growth curve models, testing whether within-person changes in PD between ages 30 and 46–48 differed by vegetarianism, before and after statistical adjustment. At age 30, 4.5 % of participants reported being vegetarian. In the cross-sectional models at age 30, vegetarians reported more distress compared with non-vegetarians in bivariate analysis (b = 0.30, 95%CI 0.09, 0.52), but this difference disappeared in the fully-adjusted model (b = 0.02, 95%CI −0.17, 0.21). In the longitudinal models between ages 30 and 46/48, there were no differences in within-person changes in psychological distress between vegetarians and non-vegetarians (p =.723). Sensitivity analyses using red meat consumption yielded similar findings. In this British cohort, vegetarianism at age 30 was not associated with changes in psychological distress during mid-adulthood. Since psychological distress in early adulthood predicted vegetarianism at age 30, more studies are needed to disentangle the progression of this relationship over the life-course. • Most studies on vegetarianism and mental health are methodologically weak. • Vegetarianism at age 30 was not associated with subsequent changes in psychological distress in the 1970 British Cohort Study. • Vegetarianism and mental health may still be related during the transition to aduthood. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
16. Dynamics of caste and early childbearing in India: a perspective of three decades.
- Author
-
Pradhan, Manas Ranjan, Mondal, Sourav, Saikia, Daisy, and Mudi, Prasanna Kumar
- Subjects
- *
CASTE , *WOMEN'S rights , *BIVARIATE analysis , *CONTRACEPTION , *LOGISTIC regression analysis - Abstract
Background: Early childbearing disrupts girls' otherwise healthy growth into adulthood and adversely affects their education, livelihood, and health. Individual, sociocultural, economic, environmental, and health service-related factors contribute to childbearing among young females. In India, caste affects health outcomes despite several affirmative policies aimed at improving the health and welfare of the backward castes/tribes. However, there is a dearth of empirical evidence about the impact of caste on early childbearing, more specifically, regarding the trajectory of inter-caste disparities in early childbearing. Method: This study used data from all five rounds of the National Family Health Survey (NFHS) in India to assess the association between caste and early childbearing over the last three decades. All women aged 20–24 [NFHS-1 (n = 17,218), NFHS-2 (n = 15,973), NFHS-3 (n = 22,807), NFHS-4 (n = 122,955) and NFHS-5 (n = 118,700)] were considered to create a pooled data set (n = 297,653) for analysis. Bivariate analysis and binary logistic regression were conducted using Stata (v17). ArcMap (v10.8) presented the caste-wise prevalence of early childbearing among the states and Union Territories (UTs). Results: Many women continue to have early childbearing despite a considerable reduction over the last three decades from 47% in 1992-93 to 15% in 2019-21. Compared to NFHS-1, the odds of early childbearing increased by 15% in NFHS-2 and, after that, declined by 42% in NFHS-3 and 64% in NFHS-4 and NFHS-5. The inter-caste disparity in early childbearing persists, albeit with a narrowing gap, with the Scheduled castes (SC) remaining the most vulnerable group. Adjusting the effects of socio-demographic and economic characteristics, SC women had significantly higher odds of early childbearing (OR = 1.07, CI = 1.04–1.11) than those from the General caste. Conclusion: To decrease early childbirth, a focus on adolescent marriage prevention and increasing contraceptive use among young SC women is necessary. Strengthening ongoing programs and policies targeting educational and economic empowerment of the socially weaker castes/tribes will help in reducing early childbearing. Efforts to prevent early childbearing will accelerate the achievement of the Sustainable Development Goals (SDGs)-especially those related to health, poverty, nutrition, education, and general wellbeing, in addition to protecting women's reproductive rights. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
17. Genomic dissection of the correlation between milk yield and various health traits using functional and evolutionary information about imputed sequence variants of 34,497 German Holstein cows.
- Author
-
Schneider, Helen, Krizanac, Ana-Marija, Falker-Gieske, Clemens, Heise, Johannes, Tetens, Jens, Thaller, Georg, and Bennewitz, Jörn
- Subjects
- *
GENETIC correlations , *MILK yield , *LOCUS (Genetics) , *HEALTH of cattle , *DAIRY cattle , *COWS , *GENOMICS , *BIVARIATE analysis - Abstract
Background: Over the last decades, it was subject of many studies to investigate the genomic connection of milk production and health traits in dairy cattle. Thereby, incorporating functional information in genomic analyses has been shown to improve the understanding of biological and molecular mechanisms shaping complex traits and the accuracies of genomic prediction, especially in small populations and across-breed settings. Still, little is known about the contribution of different functional and evolutionary genome partitioning subsets to milk production and dairy health. Thus, we performed a uni- and a bivariate analysis of milk yield (MY) and eight health traits using a set of ~34,497 German Holstein cows with 50K chip genotypes and ~17 million imputed sequence variants divided into 27 subsets depending on their functional and evolutionary annotation. In the bivariate analysis, eight trait-combinations were observed that contrasted MY with each health trait. Two genomic relationship matrices (GRM) were included, one consisting of the 50K chip variants and one consisting of each set of subset variants, to obtain subset heritabilities and genetic correlations. In addition, 50K chip heritabilities and genetic correlations were estimated applying merely the 50K GRM. Results: In general, 50K chip heritabilities were larger than the subset heritabilities. The largest heritabilities were found for MY, which was 0.4358 for the 50K and 0.2757 for the subset heritabilities. Whereas all 50K genetic correlations were negative, subset genetic correlations were both, positive and negative (ranging from -0.9324 between MY and mastitis to 0.6662 between MY and digital dermatitis). The subsets containing variants which were annotated as noncoding related, splice sites, untranslated regions, metabolic quantitative trait loci, and young variants ranked highest in terms of their contribution to the traits' genetic variance. We were able to show that linkage disequilibrium between subset variants and adjacent variants did not cause these subsets' high effect. Conclusion: Our results confirm the connection of milk production and health traits in dairy cattle via the animals' metabolic state. In addition, they highlight the potential of including functional information in genomic analyses, which helps to dissect the extent and direction of the observed traits' connection in more detail. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
18. Analyzing the impact of an MDG-Fund program on childhood malnutrition in Timor-Leste.
- Author
-
Van der Spek, L. and Sonneveld, B. G. J. S.
- Subjects
- *
NUTRITIONAL status , *GEOGRAPHIC information systems , *MULTIPLE regression analysis , *BIVARIATE analysis , *DEMOGRAPHIC surveys , *AGRICULTURE , *MALNUTRITION - Abstract
Background: Timor-Leste's food insecurity, propelled by political conflicts, a fragile economy and biophysical limitations that characterize mountainous Small Island Developing States (SIDS), is expressed in a high incidence (50%) of stunted children. Hence, the Millennium Development Goals Achievement Fund's Joint Program's (MDG-F JP) in 2009 was a timely intervention to reduce prevalence of underweight among under-fives. Since the impact of the program remains largely unclear, the current study investigates the contributions of the MDG-F JP on improving children's nutritional status in Timor-Leste, in order to inform policymakers on how to make future programs more effective. Methods: Using bivariate analyses and multiple linear regression models we analyzed Demographic and Health Survey (DHS) data from under-fives in 2009–2010 and 2016, combined with spatially explicit data from geographic information systems (GIS). The analyses generated trends and factors associated with undernutrition, which were used in a quasi-experimental setting to compare districts that received the MDG-F JP with similar districts that did not receive MDG-F JP interventions. Results: A comprehensive set of factors dependent on seasons, locations, and individuals determine undernutrition in Timor-Leste. A positive impact of the MDG-F JP was found for the average severity of wasting, but not for stunting and underweight. Conclusions: The findings reinforce the pressing need for integrated and cross-sectoral programs, aimed especially at agricultural workers, mothers, and children. The agricultural challenge is to sustainably select, produce and conserve higher-yield and nutrient-rich crops, and educational enhancement should be aligned with local practices and research. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
19. The Relationship between Major Chronic Diseases and Functional Limitations among Older Adults in Kerala.
- Author
-
Arunkumar, V. S. and Anjana, A.
- Subjects
- *
FUNCTIONAL status , *OLDER people , *DISABILITIES , *BIVARIATE analysis , *CHRONIC diseases - Abstract
The objective of this study was to explore the prevalence of different chronic morbidities and functional limitations and assess the association between chronic morbidity and functional limitations among older adults in Kerala. The data used for this study was sourced from the "Longitudinal Ageing Study in India" (LASI), the largest longitudinal ageing study globally and a pioneering initiative in India, providing valuable data. The information was collected from all the States and Union Territories across India during 2017-2018, with a total of 72,265 participants aged 45 and above. For this particular study, only data from Kerala state was used for bivariate and multivariate analysis. The findings revealed that 35 per cent of the elderly participants had diabetes, 12 per cent had heart diseases, over half of them had hypertension, and approximately 28 per cent suffered from Arthritis disease. Moreover, around 25 per cent of the respondents had at least one functional disability, and 41.5 per cent experienced some physical disability. The multivariate analysis confirmed the bivariate results, indicating that older individuals with chronic illnesses faced a significantly higher risk of functional disabilities. Regular assessments of the health status of the elderly population and a focus on providing necessary preventive and curative measures are crucial policy objectives to ensure the well-being of older individuals. [ABSTRACT FROM AUTHOR]
- Published
- 2024
20. New continuous bivariate distributions generated from shock models.
- Author
-
Lee, Hyunju and Cha, Ji Hwan
- Subjects
- *
CONTINUOUS distributions , *BIVARIATE analysis - Abstract
In this paper, we develop a new class of continuous bivariate distributions based on a shock model. The proposed class is general in the sense that numerous families of distributions can be generated from it. Distributional properties of the proposed class of distributions are studied. The bivariate ageing property and the dependence structure are also analysed. It is shown that the developed bivariate distributions exhibit positive dependency and a well-defined subclass of the proposed class of bivariate distributions satisfy the bivariate lack of memory property. Specific families of distributions are derived and applied to a real data set. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
21. Help-Seeking and Barriers to Service Use amongst Men with Past-Year Suicidal Ideation and not in Contact with Mental Health Services.
- Author
-
Reily, Natalie M., Tang, Samantha, Batterham, Philip J., Aadam, Bani, Draper, Brian, Shand, Fiona, Han, Jin, Nicholas, Angela, and Christensen, Helen
- Subjects
- *
MENTAL health services , *SUICIDAL ideation , *MEDICAL care use , *HELP-seeking behavior , *BIVARIATE analysis - Abstract
Men are less likely than women to engage with formal mental health services for suicidality. We describe the sources of support, barriers to service use, and coping strategies of men with past-year suicidal ideation who are not receiving formal mental health services. Australian men experiencing past-year suicidal ideation who also did not receive formal mental health services within the past year (n = 176) completed a survey that assessed help-seeking behaviors, coping strategies and styles, use of general services, barriers to service use, and individual-level characteristics. Analyses included descriptive statistics and bivariate analyses. The most common type of support was self-help resources, and self-reliance was the most common barrier to formal mental health service use. Most participants had seen a GP for non-mental-health-related reasons in the past year. Men who did not seek any help for their suicidality experienced lower instrumental barriers and perceived need for support, and lower levels of certain coping styles. Limitations included a cross-sectional design and small sample size. The current study provides insight into the help-seeking experiences of men with past-year suicidality and not receiving formal mental health services. The findings suggest it may be helpful to improve the linkage between online and informal sources of support and evidence-based interventions. Online self-help, friends, and partners were the most commonly used sources of help. A subset of men (42%) with lower perceived need for help did not seek any support. Despite no past-year formal mental health service use, 80% of the men had seen a GP. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
22. Urinary and Fecal Incontinence During Sexual Activity Is Common and Bothersome Among Adults With Spina Bifida.
- Author
-
Roth, Joshua D., Hensel, Devon J., Wiener, John S., Younsi, Nina, Stein, Raimund, Misseri, Rosalia, and Szymanski, Konrad M.
- Subjects
- *
SEXUAL intercourse , *FECAL incontinence , *SPINA bifida , *URINARY incontinence , *ADULTS , *BIVARIATE analysis - Abstract
To evaluate the prevalence of and risk factors for urinary fecal incontinence (UI, FI) during sexual activity (UIS, FIS) among adults with spina bifida (SB). An international online survey of adults with SB was administered through SB clinics and SB organizations via social media. Adults with a history of masturbation or partnered sexual activity were included. The primary outcome was ever experiencing UIS/FIS. Nonparametric tests and logistic regression were used for analysis. A total of 341 adults met inclusion criteria (median age: 36 years, 59% female, 52% shunted, 48% community ambulators). Baseline UI in the last 4 weeks was reported by 50% and FI by 41%. Nineteen (5%) had a urostomy. Eight (2%) had a colostomy. Overall, 93% had a history of partnered genital contact. Among adults without a diversion, UIS was more common than FIS (70% vs 45%, P <.001). Among adults without a urostomy, UIS was more common among women (76% vs 62%, P =.01) and those with baseline UI (84% vs 50%, P <.001). UIS was not associated with age, shunt, ambulatory, or catheterization status (P >=.32). On bivariate analysis, female sex and baseline UI were independent predictors of UIS (P <=.001). Among adults without a colostomy, FIS was associated with female sex (50% vs 39%, P =.046), baseline FI (59% vs 32%, P <.001), community ambulation (52% vs 40%, P =.04), but not age, shunt, or MACE status (P >=.27). On multivariate analysis, baseline FI was independently associated with FIS (P <.001). Among adults with UIS/FIS, 29% experienced UIS "almost always" to "always," compared to 5% for FIS (P <.001). Virtually all adults found UIS/FIS bothersome (>=96% for each), even when incontinence occurred "almost never." UIS/FIS mostly occurred before and/or during orgasm than afterward (P <.001). UIS was reported by 53% of adults with a urostomy (100% bothersome). FIS was reported by 38% of adults with a colostomy (100% bothersome). Incontinence during sexual activity is a common problem for men and women with SB. Baseline incontinence is an independent, but not absolute, predictor of both. While FIS is less frequent than UIS, both are virtually always bothersome. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
23. Adolescent behavioural risk screening in primary care: physician's point of view.
- Author
-
Eisner-Fellay, Taslina, Suris, Joan-Carles, and Barrense-Dias, Yara
- Subjects
- *
PRIMARY care , *PHYSICIANS , *YOUNG adults , *TEENAGERS , *BIVARIATE analysis - Abstract
Background Despite regular consultation between adolescents/young adults (AYA) and their physicians, they are not regularly screened for psychosocial risk behaviours. This study examines physicians' self-reported psychosocial risk behaviour screening in AYA. It aims to highlight which elements hinder or improve screening abilities. Methodology The design was a cross-sectional quantitative survey. Data were obtained through a self-reported questionnaire sent out to primary care physicians (PCP) in Switzerland in 2018. The target population consisted of 1,824 PCP (29% response rate). Participants were asked whether they screened youths from 3 age groups [10–14 y/o, 15–20 y/o, and 21–25y/o] for the HEEADSSS items during child well visits and routine checkups. Barriers to screening included primary consultation motive prioritization, insufficient time, patient compliance, reimbursement, lack of skills related to adolescent health, lack of referral options. Data were analysed first through a bivariate analysis using Chi-square tests then through a multinomial logistic regression. Results The majority of physicians partook in preventive screening for 3–5 psychosocial risk elements. They reported the primary consultation motive as well as a lack of available time as having a high impact on their screening habits. Physician's experience and having discussed confidentiality were related to an increase in the number of topics addressed. Confidentiality remained a significant variable throughout all analyses. Conclusion Barriers such as lack of consultation time and prioritization issues were found by physicians to be critical but did not hinder screening habits. The main element impacting screening habits was assuring confidentiality and the second is self-efficacy. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
24. A Cross-Sectional Study of Factors Predicting the Duration of the Efficacy of Viscosupplementation in Knee Osteoarthritis.
- Author
-
Rapp, Charles, Boudif, Feriel, Bourgoin, Charlotte, Lohse, Anne, and Conrozier, Thierry
- Subjects
- *
KNEE osteoarthritis , *JOINT diseases , *BIVARIATE analysis , *CROSS-sectional method , *ANTIHYPERTENSIVE agents - Abstract
Background: An advanced radiological stage and obesity are predictive of poorer and shorter responses to viscosupplementation in patients with knee osteoarthritis (OA). Very little is known regarding the impact of other factors such as sport practice, comorbidities, or anatomical features of OA. Methods: This study aimed to investigate patients' and OA characteristics associated with the duration of the effectiveness (DE) of viscosupplementation in patients with knee OA. It was a cross-sectional, single-centre clinical trial in patients with knee OA treated with intra-articular (IA) hyaluronic acid (HA) injection(s) within the previous 3 years. The investigators collected data regarding demographic and radiographic features (Kellgren–Lawrence grade and involved knee compartments), dosing regimen (single or repeat injections), the presence and volume of joint effusion, previous or concomitant IA corticosteroid injection, the number of previous viscosupplementations, and comorbidities. Patients completed a questionnaire including the self-assessment of DE (the number of weeks during which viscosupplementation was effective on symptoms), the activity level (sedentary, active, or athletic), and the level of sport activity (light, moderate, or intensive). Predictors of the DE were studied in bivariate and multivariate analyses. Results: In total, 105 patients (149 knees) were analysed (62% women, mean age 66.1 ± 13.2 years, mean BMI 27.5 ± 7.5 kg/m2). The mean DE was 48.2 ± 24.8 weeks. In bivariate analysis, the predictors of a shorter DE were BMI > 27.5 kg/m2, more than three previous viscosupplementations, Kellgren–Lawrence grade 4, sedentary patients, and multicompartmental involvement. In the multivariate analysis, four independent factors remained associated with a shorter DE: BMI > 27.5 kg/m2, multicompartmental knee involvement, number of viscosupplementations >3, and sedentary lifestyle. A statistically significant association between a longer DE and arterial hypertension was found, suggesting a beneficial effect of certain antihypertensive medications. Conclusions: This study confirms that being overweight significantly reduces the duration of the effectiveness of viscosupplementation. It also shows that viscosupplementation is more lastingly effective in unicompartmental OA and among active or athletic patients. The duration of effectiveness decreases when the treatment is repeated more than three times. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
25. Multivariate spatial analysis of groundwater quality using copulas.
- Author
-
Birjandi, Vahid, Tabatabaei, Sayyed-Hassan, Mastouri, Reza, Mazaheri, Hossein, and Mirabbasi, Rasoul
- Subjects
- *
GROUNDWATER quality , *GROUNDWATER analysis , *DISTRIBUTION (Probability theory) , *MULTIVARIATE analysis , *MARGINAL distributions , *GEOLOGICAL statistics , *BIVARIATE analysis - Abstract
The quality and quantity of groundwater resources are often assessed by sampling a limited number of wells drilled sparsely across a plain. So far, various methods have been developed for assessing and modeling groundwater quality, each of which has its capabilities and limitations. In the present study, the copula functions were applied to multivariate analysis of groundwater quality variables (including SAR, K, Mg, Na, Ca, Cl, EC, pH, TDS, SO4, TH and HCO3) in Shahrekord plain, Iran. For this purpose, the quality data from 24 wells distributed across the Shahrekord plain during the period of 1990–2020 were used. For bivariate analyses of groundwater quality, first the fitness of some common distributions in hydrology were examined to the quality variables and the appropriate marginal distribution was determined by Kolmogorov–Smirnov test (K–S). The results revealed that the Generalized Extreme Value distribution has an acceptable fitness on groundwater quality variables of Shahrekord plain. The results of correlation analysis indicated that the highest correlation based on Spearman Rho, Kendall Tau and Pearson correlation coefficient is related to the paired variables of SAR-Na and EC-TDS with correlation coefficient greater than 0.9. Therefore, these variables were selected for further analysis. In the next step, bivariate distribution of two different quality variables in a well (point analysis) and also bivariate distribution of a quality variable in two different wells (inter-well analysis) were created using copula functions. To do this, the fitness of different copulas (including Plackett, Joe, Clayton, Frank, Farlie–Gumbel–Morgenstern, Ali–Mikhail–Haq, Gumbel, Gumbel–Hougaard, Gumbel–Barnett, Philip–Gumbel and Galambos) was tested to construct a bivariate distribution of quality variables. For choosing the best fitted copula on studied paired variables, the theoretical copula values was compared with the corresponding values of empirical copula based on the goodness of fit criteria. Based on the results of point analysis, the Joe copula function was chosen as the best fitted copula function for multivariate analysis of two quality variables in a well. For inter-well analysis (IWA), the Clayton copula function was selected for creating bivariate distribution of a quality variable in two different wells. Comparing the performance of the proposed IWA method with geostatistical methods showed that in addition to the IWA method having acceptable accuracy, it has a higher efficiency than geostatistical methods, especially in areas where the number of sampling wells is less. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
26. Factors Related to the Quality of Life in Children with Transfusion-Dependent Thalassemia.
- Author
-
Permana, Dea Aprilianti, Susanah, Susi, Adrizain, Riyadi, Rahayuningsih, Sri Endah, Dhamayanti, Meita, and Rakhmilla, Lulu Eva
- Subjects
- *
QUALITY of life , *THALASSEMIA , *IRON chelates , *BIVARIATE analysis , *SOCIODEMOGRAPHIC factors - Abstract
Objective: Increased survival rate of patients with Transfusion-dependent Thalassemia (TDT) should be in line with their good quality of life (QoL). The study aimed to analyze the relationship between sociodemographic factors and clinical characteristics with the QoL of children with TDT. Methods: A cross-sectional study was conducted at Hasan Sadikin General Hospital from December 2022 to February 2023. A total of 158 eligible subjects aged 5–18 years with TDT were included in the analysis. QoL assessment was performed using child self-report and parent-proxy report questionnaires, along with physical examination findings. Bivariate and multivariate analyses were conducted to analyze the data. Results: A total of 158 subjects who met the research criteria were included in the analysis. Of 58.9% of children with TDT had a low adherence rate to iron chelating therapy (ICT). School function had the lowest score in QoL based on child-self report and parent proxy. Gender (p<0,05) and adherence to ICT (p<0,05) were significantly associated with lower quality of life. Conclusion: Female and adherence to ICT were predictors of children with TDT's QoL. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
27. A cross‐sectional survey on surgeon retention in the COSECSA region after specialist training: Have things changed?
- Author
-
Bekele, Abebe, Alayande, Barnabas Tobi, Iradukunda, Jules, Minja, Chris, Forbes, Callum, Bachheta, Niraj, Gulilat, Dereje, Munthali, James, Muguti, Godfrey, Riviello, Robert R., Geraghty, James, O'Flynn, Eric, Fualal, Jane Odubu, Chikoya, Laston, Mwachiro, Michael M., and Borgstein, Eric
- Subjects
- *
SURGEONS , *BIVARIATE analysis , *NONGOVERNMENTAL organizations , *REGRESSION analysis , *PUBLIC hospitals - Abstract
Background: Increasing surgical specialist workforce density in sub‐Saharan Africa is essential for improving access to surgical care. However, out‐migration creates a significant challenge to attaining provider targets. We aimed to determine the rates and trends of retention of surgeons in the College of Surgeons of East Central and Southern Africa (COSECSA) regions. Methodology: An online, web‐based survey was distributed to COSECSA surgeons who graduated from 2004 to 2020. Current practice and migration patterns were visualized using descriptive analyses and logistic regression models. Results: Response rate was 48% (270/557). Most respondents trained as general surgeons and practiced in Ethiopia, Kenya, Zimbabwe, and Zambia. Majority practiced in public hospitals (74%), and were active in research (81%), teaching (84%) and leadership (55%). Overall country (85%), regional (92%) and Africa retention rates (99%) were high with 100% country retention in Rwanda, Botswana, Lesotho, and Namibia. Tanzania had the lowest retention (61%). Highest inter‐regional migration occurred from East to Southern Africa (26%), and continental out‐migration occurred from Zambia, Zimbabwe, and Kenya. On bivariate analysis, out‐migration from training country and region was associated working with a non‐governmental organization (p = 0.002 and 0.0003) or a specialized hospital (p = 0.046 and 0.011). A multiple regression model with type of institution and leadership was a poor fit (McFadden R2 = 0.055; p = 0.082). Conclusion: Retention rates of surgeons trained by COSECSA in the region remain remarkably high. This can be taken as an indicator of success of the training model to increase surgical workforce density, however, contributory factors need to be qualitatively explored. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
28. El nivel educativo de la población residente en España y sus actitudes declaradas hacia la inmigración en la Encuesta Social Europea.
- Author
-
Carvajal-Martín, Carlos
- Subjects
- *
EDUCATION , *EMIGRATION & immigration , *BIVARIATE analysis , *REGRESSION analysis - Abstract
The present study uses a quantitative approach to analyse the relationship between education level and stated attitudes toward immigration among the Spanish resident. Data from the European Social Survey (ESS) has been analysed using three quantitative techniques: bivariate analysis, segmentation and multiple linear regression. Results confirm the association between both variables, albeit influenced by family origin and with an intensity below expected in comparison with other intervening factors. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
29. A probabilistic approach to characterize the joint occurrence of two extreme precipitation indices in the upper Midwestern United States.
- Author
-
Khan, Manas, Chen, Liang, Markus, Momcilo, and Bhattarai, Rabin
- Subjects
- *
FISHER information , *GREEN infrastructure , *BIVARIATE analysis , *ENVIRONMENTAL infrastructure , *RESILIENT design , *FLOOD risk - Abstract
Extreme precipitation‐related hazards like flash floods pose a widespread risk to humans and infrastructure around the world. In the current study, the Fisher information was applied to understand the nonstationarity of the extreme precipitation regimes, whereas copula was used to quantify the likelihood of joint occurrence of two extreme precipitation indices and associated risk assessment in the upper Midwestern United States (UMUS). The trend analysis revealed an increasing trend in 37% of the stations in heavy precipitation amount in the UMUS. The regime shift analysis showed the non‐stationary nature of extreme precipitation in about half of the total stations in UMUS. Further, the bivariate analysis using copula demonstrated the risk of the joint occurrence of extreme precipitation indices potentially causing flash floods. The risk index analysis indicated about 28.8% of stations under moderate, 10.6% of stations under high and 0.4% of stations under very high risk of flash flooding. The results from the study can provide important insights for the (re)design of resilient and sustainable water infrastructure in the changing climate condition and can also inform managers and planners for better response and preparedness toward extreme precipitation‐related hazards in this region. The results from this study can also help in a more accurate risk assessment, especially in the socio‐economically vulnerable community. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
30. Intrauterine Device Placement Success for Adolescents and Young Adults at Community-Based Reproductive Health Clinics.
- Author
-
Wise, Meredith K., Okuyemi, Oluwatoni, Flint, Maggie, Biscaye, Emily M., Martins, Summer L., Tessier, Katelyn M., Traxler, Sarah A., and Boraas, Christy M.
- Subjects
- *
YOUNG adults , *INTRAUTERINE contraceptives , *REPRODUCTIVE health , *DELIVERY (Obstetrics) , *TEENAGERS , *BIVARIATE analysis - Abstract
Despite the endorsement of intrauterine device (IUD) use in adolescents and young adults (AYAs) by leading professional organizations and demonstrated acceptance and desirability by AYAs, clinicians may worry about the procedural difficulty of IUD device placement in younger patients. The aim of this study was to evaluate the clinical outcomes of first-attempt IUD placement in an AYA population by vaginal delivery (VD) history. We performed a retrospective cohort study of patients under 25 years old at reproductive health clinics with an IUD placement attempt between January 1 and August 31, 2017. We abstracted sociodemographic characteristics, pregnancy history, and procedural characteristics including complications. Bivariate analyses compared successful first-attempt IUD placement by VD history. We also assessed the frequency of secondary clinical outcomes including ancillary measures used, provider type, symptoms reported during the procedure, and complications. We included 1325 participants (median age = 21.3 years), including 42 (3.2%) with a previous VD. Nearly all IUD placements were successful on the first attempt (n = 1301, 98.2%) and performed by advanced practice clinicians (n = 1314, 99.2%). First-attempt IUD placement success was similar in those participants with and without VD (P >.999). Ancillary measures other than nonsteroidal anti-inflammatory drugs were used infrequently (n = 16, 3.6%). Among participants with an unsuccessful placement, 66.7% returned, and all had a successful IUD placement on the second attempt. Documented complications within 6 months of placement were rare (n = 29) and mostly comprised expulsions (n = 27, 93.1%). IUD placement success among AYAs at community-based reproductive health clinics is high and is not associated with a history of VD. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
31. Integration of Partner Notification Services at a Sexually Transmitted Infections Clinic.
- Author
-
CHAN, PHILIP A., LE BRAZIDEC, DANIELLE L., CORMIER, KEVIN, ALMONTE, ALEXI, NAPOLEON, SIENA, CHAMBERS, LAURA C., JUN TAO, and BERTRAND, THOMAS E.
- Subjects
- *
SEXUALLY transmitted diseases , *CONTACT tracing , *SYPHILIS , *BIVARIATE analysis , *GONORRHEA , *SEX offenders - Abstract
OBJECTIVES: PNS is critical to prevent the spread of STIs. We evaluated the feasibility of integrating PNS into an STI clinic focused on MSM. DESIGN/METHODS: The RI STI Clinic, in partnership with the RIDOH, implemented a PNS program in 2019. Interviews with patients diagnosed with gonorrhea/syphilis were conducted. RIDOH attempted outreach to partners identified. We utilized interview data among MSM diagnosed with gonorrhea/syphilis in clinic from 1/1/19-12/31/2021. Bivariate analyses/multivariable logistic regression were conducted. RESULTS: 341 MSM were diagnosed with gonorrhea/syphilis during the three-year period, and 233 (68%) interviews were completed. Partner information was provided in 173 (74%) interviews. At least one workable partner was provided in 110 (47%) interviews. No statistically significant associations between provision of workable partners and index patient age/race/ethnicity were found. CONCLUSIONS: PNS at an STI clinic was successful, but challenges led to suboptimal information. Research is needed to identify barriers to integrate/optimize PNS in STI clinics. [ABSTRACT FROM AUTHOR]
- Published
- 2024
32. Temocillin for febrile urinary tract infections caused by ESBL-producing Enterobacteriaceae in children: a monocentric exposed/non-exposed study.
- Author
-
Bayart, Jules, Drouet, Juliette, Peycelon, Matthieu, Mariani, Patricia, Roux, Enora Le, Husain, Maya, Agar, Julien, Bonacorsi, Stéphane, and Caseris, Marion
- Subjects
- *
URINARY tract infections , *ENTEROBACTERIACEAE , *HOSPITAL care of children , *BIVARIATE analysis , *AGE groups - Abstract
Objectives To compare the efficacy of temocillin with standard of care (SOC) for treatment of ESBL-producing Enterobacteriaceae (ESBL-E) febrile urinary tract infection (ESBL-E FUTI) in children. Methods A monocentric retrospective study of children hospitalized with confirmed ESBL-E FUTI from January 2015 to May 2022 was conducted, comparing clinical cure and a 3 month relapse between two groups of patients: 'exposed' patients (EP) and 'non-exposed' patients (NEP) to temocillin. EP received temocillin for at least 3 days. They were matched (1:1 ratio) on age group, sex and presence of uropathy with NEP who received SOC antibiotic therapy. Results Thirty-six temocillin-treated children (EP) were matched with 36 SOC children (NEP); 72.2% were under 2 years old (n = 52) and 75.0% had a congenital uropathy (n = 54). EPs had more FUTI history (97.2%, n = 35) than NEPs (61.1%, n = 22) (P < 0.01). Clinical cure rate was 98.6% overall, with no difference between the two groups, as for the FUTI relapse rate, which was 37.1% for EPs versus 27.8% for NEPs (P = 0.45). In bivariate analyses, factors associated with relapses were congenital uropathy (91.3% versus 66.7%, P = 0.04) and subtypes of uropathy, with refluxing uropathy and posterior urethral valves being the more prevalent. Median duration of hospitalization was longer in the EPs (8.0 versus 5.0 days) (P = 0.01). Conclusions The high clinical cure rate and comparable outcomes suggest that temocillin may be an effective therapeutic alternative to standard treatment for ESBL-E FUTI in children. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
33. The Pareto type I joint frailty-copula model for clustered bivariate survival data.
- Author
-
Lin, Yuan-Hsin, Sun, Li-Hsien, Tseng, Yi-Ju, and Emura, Takeshi
- Subjects
- *
SURVIVAL analysis (Biometry) , *MAXIMUM likelihood statistics , *SURVIVAL rate , *HAZARD function (Statistics) , *INFERENTIAL statistics , *BIVARIATE analysis , *SPLINES , *COMPETING risks - Abstract
Clustered bivariate survival data arise in various fields, such as biology and medicine, when individuals in a dataset are clustered and exhibit two survival outcomes. Recently, the joint frailty-copula model was proposed to analyze clustered bivariate survival outcomes by accommodating the between-cluster heterogeneity via a shared frailty term. In this model, researchers fitted the baseline hazard functions via the nonparametric model, the spline model, or the Weibull model. However, when a population has extremely large survival time, the baseline hazard functions are better modeled by a heavy-tailed distribution. In this paper, we adopt the Pareto type I distribution for the joint frailty-copula model, which is one of the most popular heavy-tailed distributions. We show that the moments of the Pareto type I joint frailty copula model diverge to infinity owing to the heavy right-tail. We develop statistical inference methods based on three types of censoring schemes: (i) bivariate random censoring, (ii) semi-competing risks, and (iii) competing risks. We develop maximum likelihood estimation procedures, and make our computational tools available for users. Simulations are performed to check the accuracy of the proposed method. We finally analyze a real dataset for illustration. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
34. A systematic review of early intrauterine intervention at 12 + 0 to 16 + 6 weeks in twin reversed arterial perfusion sequence.
- Author
-
Ventura, Walter, Sugajara, Ricardo, Quintana, Willy, Llancarí, Pedro, and Novoa, Rommy H.
- Subjects
- *
FETOFETAL transfusion , *MULTIPLE pregnancy , *PERFUSION , *TWINS , *PREMATURE labor , *BIVARIATE analysis - Abstract
There is some evidence that in twin reversed arterial perfusion sequence, intervention at early gestational age could prevent a spontaneous death of the pump twin, achieving a better global survival. To review the perinatal outcomes of early intervention in pregnancies complicated by twin reversed arterial perfusion (TRAP) sequence. A comprehensive search from inception to December 2022 was conducted on databases including MEDLINE, EMBASE, Cochrane Library and LILACS. All studies that reported intervention in twin or triplet pregnancy complicated with TRAP sequence at 12 + 0 to 16 + 6 weeks of gestation were eligible. A descriptive and bivariate analysis was performed. Out of the 222 full-text articles, 44 studies reporting 108 cases of early intervention in TRAP sequence were included. A successful procedure was achieved in 105 (95.5 %) interventions: 89 (94.7 %) among twin pregnancies and 16(100 %) among triplet pregnancies. An overall livebirth rate was achieved in 75 patients (70.8 %): intrafetal laser group 55 (73.3 %), radiofrequency 10 (76.9 %) and endoscopic laser 3 (75.0 %). The median gestational age at delivery was 38 + 0 (37 + 4 – 39 + 4) weeks. The median treatment–delivery interval was 23 + 2 (IQR, 21 + 0–25 + 6) weeks. The most frequent adverse outcomes reported were preterm labor in 7 (13.7 %) patients. There were no severe adverse maternal outcomes. Early intervention with intrafetal laser and radiofrequency in TRAP sequence achieves a livebirth rate of the pump twin of about 75 %. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
35. Factors associated with adolescent pregnancy among Chepang women and their health-seeking behavior in Ichchhakamana rural municipality of Chitwan district.
- Author
-
Pant, Smriti, Koirala, Saugat, Acharya, Anand Prasad, and Pradhan, Pranil Man Singh
- Subjects
- *
TEENAGE pregnancy , *HEALTH behavior , *REPRODUCTIVE health , *FAMILY structure , *CONSCIOUSNESS raising , *FISHER exact test , *BIVARIATE analysis , *RURAL women - Abstract
Adolescent pregnancy is a critical public health issue, particularly in developing regions like Nepal, where it poses significant risks to maternal and child health and perpetuates the cycle of poverty. This study focused on the marginalized Chepang community, which is endangered and faces unique challenges. The study aimed to explore the factors associated with adolescent pregnancy among Chepang women in Ichchhakamana Rural Municipality, Chitwan, Nepal, and also assessed their reproductive health-seeking behavior. A cross-sectional analytical study was conducted with 217 Chepang women aged 15–20 years, and data was collected through face-to-face interviews using a semi-structured questionnaire. The collected data was entered and analyzed using IBM SPSS version 20. Descriptive statistical tools like frequency, and percentage were used to express the results. Pearson chi-square test, Fisher exact test were used for bivariate analysis to determine the presence of association between the dependent and independent variables. Binary logistic regression was used for further analysis. The prevalence of current adolescent pregnancy was 8.3%(18), while one-fourth had experienced prior pregnancies during their adolescence. Factors significantly associated with adolescent pregnancy included lack of education among the women and their mothers, as well as living in joint families. Additionally, number of antenatal visits and consumption of iron tablets seemed to be lower among Chepang women in comparison to the national data. Chepang women had high adolescent pregnancy rates, with low education level and joint family structure being important risk factors for it. They also had inadequate reproductive health seeking behavior. Addressing these problems requires strategies that prioritize education and raise awareness about reproductive health. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
36. Predictive value of clinical risk factors for bladder dysfunction in Syrian patients with type 2 diabetes mellitus.
- Author
-
Khadour, Younes A., Ebrahem, Bashar M., ALHATEM, Weaam, Yanne, Engo Ovone, and Khadour, Fater A.
- Subjects
- *
TYPE 2 diabetes , *BLADDER diseases , *SYRIANS , *MULTIPLE regression analysis , *BIVARIATE analysis , *LOGISTIC regression analysis - Abstract
Diabetes mellitus (DM) is a prevalent disorder that affects the endocrine and metabolic systems. Among the various complications associated with DM, diabetic bladder dysfunction (DBD) is the most frequently occurring genitourinary complication. The presence of DBD can lead to complications that affect the upper urinary tract, significantly impacting the quality of life for individuals with DM. Therefore, it is crucial to identify early risk factors for DBD and predict its onset. Given the absence of studies involving bladder dysfunction in patients with type 2 diabetes mellitus (T2DM) in Syria, this study aims to examine the risk factors associated with bladder dysfunction in T2DM patients and develop a predictive model to identify DBD early. Patients diagnosed with T2DM were enrolled in six endocrinology centers spread across four Syrian provinces between January 2018 and December 2023. Factors that showed an association with DBD in the bivariate analysis, with a significance level of p < 0.05, were included in a multiple logistic regression analysis. The logistic regression analysis was used to identify independent risk factors and develop a prediction model. The receiver operating characteristic (ROC) curve was used to assess the predictive performance of the identified risk factors and the prediction model for DBD. One hundred and eighty-four patients were included in this study, and they were divided into the DBD group (n = 88) and the non‐DBD group (n = 96). Seven variables showed significance in the bivariate analysis. Furthermore, the multiple logistic regression analysis revealed that age (OR [95% CI]: 0.981 [0.614 − 1.337]), p < 0.007; diabetic peripheral neuropathy (DPN) (OR [95% CI]: 1.421 [1.027 − 3.308]), p = 0.03; glycated hemoglobin (HbA1c) (OR [95% CI]: 0.942 [0.821 − 1.141]), p = 0.042; and percentage of monocyte (Mono%) (OR [95% CI]: 1.109 [0.812 − 1.258]), p = 0.031 were independent risk factors for DBD. Analysis of the ROC curve revealed that the area under the curve (AUC) for age, DPN, HbA1c, and Mono were 0.703, 0.541, 0.613, and 0.836, respectively. Age, DPN, HbA1c, and Mono% were risk factors for DBD. The prediction model constructed based on the four risk factors had a good predictive value for predicting the occurrence of DBD. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
37. Global and regional prevalence of Cronobacter sakazakii in powdered milk and flour.
- Author
-
Ekundayo, Temitope C. and Ijabadeniyi, Oluwatosin A.
- Subjects
- *
CRONOBACTER , *NUCLEIC acid isolation methods , *DRIED milk , *BIVARIATE analysis , *FLOUR , *SELF-control - Abstract
Cronobacter sakazakii (Cz) infections linked with powdered milk/flour (PMF) are on the increase in recent times. The current study aimed at assessing worldwide and regional prevalence of Cz in PMF. Cz-PMF-directed data were conscientiously mined in four mega-databases via topic-field driven PRISMA protocol without any restriction. Bivariate analysis of datasets was conducted and then fitted to random-intercept logistic mixed-effects regressions with leave-one-study-out-cross-validation (LOSOCV). Small-study effects were assayed via Egger's regression tests. Contributing factors to Cz contamination/detection in PMF were determined using 1000-permutation-bootstrapped meta-regressions. A total of 3761 records were found out of which 68 studies were included. Sample-size showed considerable correlation with Cz positivity (r = 0.75, p = 2.5e−17), Milkprod2020 (r = 0.33, p = 1.820e−03), and SuDI (r = − 0.30, p = 4.11e−03). The global prevalence of Cz in PMF was 8.39% (95%CI 6.06–11.51, PI: 0.46–64.35) with LOSOCV value of 7.66% (6.39–9.15; PI: 3.10–17.70). Cz prevalence in PMF varies significantly (p < 0.05) with detection methods, DNA extraction method, across continents, WHO regions, and world bank regions. Nation, detection method, world bank region, WHO region, and sample size explained 53.88%, 19.62%, 19.03%, 15.63%, and 9.22% of the true differences in the Cz prevalence in PMF, respectively. In conclusion, the results indicated that national will power in the monitoring and surveillance of Cz in PMF matched with adequate sample size and appropriate detection methods will go a long way in preventing Cz contamination and infections. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
38. Exploring drivers of unsafe disposal of child stool in India using hierarchical regression model.
- Author
-
Rahaman, Margubur, Roy, Avijit, Chouhan, Pradip, and Rana, Md. Juel
- Subjects
- *
REGRESSION analysis , *MEDIA exposure , *BIVARIATE analysis , *CHI-squared test , *LOGISTIC regression analysis - Abstract
Background: Disposal of children's stools is often neglected in Indian sanitation programs, putting them at higher risk of diseases transmitted through the fecal-oral route. Therefore, the current study aims to identify the socioeconomic and demographic factors associated with the unsafe disposal of child stool in India and to estimate the geographical variation in unsafe disposal. Methods: The study used 78,074 births under two years from the fifth round of the National Family Health Survey (2019–21). Descriptive statistics, bivariate analysis with the chi-square test, and a four-level hierarchical logistic regression model were applied to accomplish the study objectives. Results: Findings revealed a 61.3% prevalence of unsafe stool disposal nationwide, significantly varying between rural (45%) and urban (67%) areas. Multilevel logistic regression highlighted that mother's education, wealth quintile, and sanitation facility were significant predictors of unsafe disposal of child stools. Random intercept statistics revealed a substantial geographical unit-level variance in unsafe stool practice in India. Conclusion: The study emphasizes the widespread unsafe disposal of child stool among Indian mothers with young children below two years, and the study underscores a range of contributing factors, including education, media exposure, prosperity, water availability, and sanitation. It also accentuates the significance of the geographical variance in the unsafe disposal of child stool in India, particularly at the household level, followed by the community level. Hence, the findings underscore the importance of focused interventions, including targeted household-level poverty alleviation programs, initiatives to enhance sanitation and water facilities, and community-level public health awareness programs. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
39. Working Memory and Language Relate to Report of Socio-Emotional Functioning in Children with Hearing Loss.
- Author
-
White, Dorothy A., Costa, Elizabeth Adams, Mellon, Nancy, Ouellette, Meredith, and Ottley, Sharlene Wilson
- Subjects
- *
SHORT-term memory , *HEARING disorders , *EXECUTIVE function , *CHILD death , *HEARING levels , *BIVARIATE analysis , *HEARING , *HELPLINES - Abstract
Background: Children with hearing loss have been found to have significantly more behavioral and emotional challenges than their typically hearing peers, though these outcomes are variable at the individual level. Working memory deficits have been found to relate to executive functioning and overall emotion regulation, leading to behavior challenges. Language development is essential for development of social relationships and communicating one's needs and this may lead to distress when children cannot communicate effectively. Based on prior findings in children with hearing loss and their typically hearing peers, working memory and language skills were hypothesized to be related to parent and teacher report of socio-emotional functioning. Methods: Participants were 35 children with hearing loss (66% female, M = 5.17 years old, SD = ±1.97) whose language, working memory, and socio-emotional functioning were evaluated during the course of treatment and educational planning. Results: Bivariate analyses indicated that working memory was related to a number of socio-emotional domains (e.g., functional communication, atypicality, withdrawal), as were language scores (e.g., social skills, inattention). The direction of these associations was such that stronger working memory and language skills were related to more regulated socio-emotional functioning. Conclusions: This study is limited in generalizability by size and the relative homogeneity of the sample. A call to action of the current study includes more education with regard to profiles and presentations of children with hearing loss, and an early focus on socio-emotional learning to foster the development of regulatory skills. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
40. Mental Health Effects of the COVID-19 Pandemic on Aging Lesbian, Gay, Bisexual, Transgender, and Queer Populations.
- Author
-
Minaya, Iliza, Raine, Samuel, Levy, Arkene, and O'Malley, Chasity B.
- Subjects
- *
COVID-19 pandemic , *MENTAL health , *TRANSGENDER people , *SEXUAL orientation , *BIVARIATE analysis , *GENDER dysphoria - Abstract
INTRODUCTION: The COVID-19 pandemic affected numerous subpopulations of people in unique ways. This study evaluated the impact of the COVID-19 pandemic on the mental health status of Broward County's aging lesbian, gay, bisexual, transgender, and queer (LGBTQ) seniors and identified strengths, weaknesses, and opportunities for interventions to enhance positive mental health outcomes. The study was performed from April 2021 through July 2021. METHODS: Online surveys measuring anxiety, depression, social support, and resilience were delivered by email to 47 residents of Wilton Manors, Florida. Study data were collected and collated using research electronic data capture tools with bivariate analysis using the Mann-Whitney test and generalized linear regression. RESULTS: Bivariate analysis showed that males scored significantly higher on the social interactions subscale of the Duke Social Support Index, indicating greater social support, yet there was not a significant difference with sexual orientation or living situation. Multivariate analysis revealed differences for several dependent variables including anxiety and depression reporting being lower in LGBTQ individuals. DISCUSSION: This study provides important insight into specific mental health challenges faced by Broward County's LGBTQ seniors, which can be applied to other LGBTQ populations across the globe. CONCLUSION: Using the results, targeted interventions can be developed to help improve mental health outcomes during periods of isolation for all individuals. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
41. Demographic and socio-economic correlates of knowledge of the ovulatory cycle among tribal women in India: Evidence from the nationally representative survey (NFHS-5).
- Author
-
Jena, Sameer Kumar, Dolui, Mriganka, Ghoshal, Sucharita, and Sarkar, Sanjit
- Subjects
- *
INDIAN women (Asians) , *MENSTRUAL cycle , *FAMILY planning , *CHRISTIAN women , *REPRODUCTIVE health , *BIVARIATE analysis , *MULTIVARIABLE testing , *ODDS ratio - Abstract
Background: The knowledge of ovulatory cycle (KOC) is the basis for natural family planning methods. The absence of knowledge is a notable issue since the ovulatory cycle plays a crucial role in reproductive health and empowers women to make informed decisions that influence their lives. This study examines the knowledge of the ovulatory cycle among reproductive tribal women in India and its demographic and socio-economic determinants. Methods: The data were derived from the National Family Health Survey conducted in 2019–2021. The effective sample size for the present study was 1,01,914 tribal women aged 15–49 years in India. Descriptive statistics along with bivariate analysis were conducted to find the preliminary results. Additionally, multivariable binary logistic regressions were conducted to determine the likelihood of KOC among tribal women across different characteristics. We conducted statistical analysis in STATA 17.0 (StataCorp) and used ArcGIS 10.8.2 for spatial mapping. Results: Out of 1,01,914 tribal women, 78.8 per cent lack correct knowledge of the ovulatory cycle. Notably, Education level significantly influences KOC, with secondary education showing higher odds of KOC (AOR: 1.24, 95% CI:1.006–1.528) compared to no education. Christian women exhibit lower odds of having KOC (AOR: 0.749, 95% CI:0.564–0.996) compared to Hindu women. Husband/partner's education level shows a strong association, with higher-educated partners correlating with higher odds of KOC (AOR: 2.501, 95% CI: 1.807–3.461) for higher education. Knowledge of any contraceptive method and current contraceptive use type are strongly associated with KOC. Additionally, rural residence negatively influences KOC (AOR: 1.545, 95% CI: 1.236–1.932), while exposure to mass media has a positive effect (AOR: 1.152, 95% CI: 0.975–1.362) albeit modest. Conclusion: The study highlights the need for targeted educational and awareness programs to improve KOC among tribal women in India. By addressing factors such as education, religious influences, and place of residence, we can empower these women to make informed decisions about their reproductive health, ultimately enhancing their overall well-being and quality of life. This knowledge is not only a foundation for natural family planning but also a key driver of women's agency and autonomy in shaping their lives. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
42. Influence of type of violence on women's help-seeking behaviour: Evidence from 10 countries in sub-Saharan Africa.
- Author
-
Ayebeng, Castro, Dickson, Kwamena Sekyi, Ameyaw, Edward Kwabena, Adde, Kenneth Setorwu, Paintsil, Jones Arkoh, and Yaya, Sanni
- Subjects
- *
INTIMATE partner violence , *HELP-seeking behavior , *BIVARIATE analysis , *VIOLENCE , *MARRIED women - Abstract
Background: Intimate partner violence (IPV) is a major public health concern that mostly impacts women's health and social well-being. This study explored how the various types of IPV (physical, sexual, and emotional) including women's experience of childhood violence influence their help-seeking behavior in sub-Saharan Africa (SSA). Methods: We analyzed data from the most recent Demographic and Health Surveys (DHS), carried out between 2018 and 2021. The outcome variable was help-seeking behavior. Descriptive and inferential analyses were carried out. The descriptive analysis looked at the bivariate analysis between the country and outcome variables. Using a binary logistic regression model, a multivariate analysis was utilized to determine the association between the outcome variable and the explanatory variables. Binary logistic regression modelling was used based on the dichotomous nature of the outcome variable. The results were sample-weighted to account for any under- or over-sampling in the sample. Results: The proportion of women who sought help for intimate partner violence was 36.1 percent. This ranged from 19.2 percent in Mali to 49.6 percent in Rwanda. Women who experienced violence in childhood (OR = 0.75, CI = 0.69, 0.82) have a lower likelihood of seeking help compared to those who did not experience violence in their childhood. Women who had experienced emotional violence (OR = 1.94, CI = 1.80, 2.08), and physical violence (OR = 1.37, CI = 1.26, 1.48) have a higher likelihood of seeking help compared to those who have not. Women with secondary educational levels (aOR = 1.13, CI = = 1.02, 1.24) have a higher likelihood of seeking help compared to those with no education. Cohabiting women have a higher likelihood (aOR = 1.22, CI = 1.10, 1.35) of seeking help compared to married women. Conclusion: The study highlights the importance of early identification of IPV and fit-for-purpose interventions to demystify IPV normalization to enhance women's willingness to seek help. The study's findings suggest that education is crucial for increasing women's awareness of the legalities surrounding IPV and available structures and institutions for seeking help. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
43. Secular trend in age at menarche among Indian women.
- Author
-
Meher, Trupti and Sahoo, Harihar
- Subjects
- *
INDIAN women (Asians) , *MENARCHE , *TRENDS , *MENSTRUATION , *AGE distribution , *EVIDENCE gaps , *BIVARIATE analysis - Abstract
Age at menarche is not only a parameter that signifies biological characteristics for women but is also considered as an indicator to measure the quality of life of a population. Moreover, menarche has significant implications on women's health and information about menarcheal age is crucial for health policymakers. However, little is known about the trends in menarcheal age in India. Thus, in order to fill this research gap, the present study aimed to explore the age at menarche, its trend and regional heterogeneity among Indian women. A birth cohort approach was used by polling data from the 1st (1992–93), 4th (2015–16) and 5th (2019–21) rounds of NFHS. Descriptive statistics and bivariate analyses were performed to present the distribution of age at menarche and mean age at menarche across birth cohorts and each category of covariates. A multiple linear regression model was fitted to examine the trend in age at menarche and further to investigate the association of covariates with menarcheal age among Indian women. The analysis demonstrated that a majority of women (66.2%) attained menarche between the ages of 13–14 years. Moreover, about 17.2% of women experienced an early age at menarche, whereas 16.7% of women had a late age at menarche. The mean age at menarche for the sampled women was 13.49 years. The analysis also observed a secular declining trend in menarcheal age among Indian women and a significant variation in the mean age at menarche across birth cohorts. It also highlighted significant socio-economic patterning in menarcheal age among women. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
44. Es Ni~no o Ni~na?: Gender Differences in Feeding Practices and Obesity Risk among Latino Infants.
- Author
-
Dharod, Jigna M., Black, Maureen M., McElhenny, Kristen, Labban, Jeffrey D., and DeJesus, Jasmine M.
- Subjects
- *
INFANTS , *ANIMAL feeds , *CHILDHOOD obesity , *HISPANIC Americans , *BREASTFEEDING techniques , *OBESITY , *BIVARIATE analysis - Abstract
Background: Obesity prevalence is significantly higher among Latino boys than girls. Weight status at 12 mo, a significant predictor of childhood obesity, is associated with feeding practices during infancy. Objectives: The objectives were to examine breastfeeding and formula-feeding practices overall and by infant gender and to examine relations among infant gender, milk-feeding practices, and obesity risk among Latino infants over the first year of life. Methods: Latino mother-infant dyads (n = 90) were recruited from a pediatric clinic. Mothers were interviewed at regular intervals (infants aged 2, 4, 6, and 9 mo), and 24-h feeding recalls were conducted when infants were aged 6 and 9 mo. Infants' lengths and weights were retrieved from clinic records to calculate weight-for-length percentiles. A bivariate analysis was conducted to compare feeding practices by gender and mediation analysis to test whether feeding practices mediated the relation between gender and obesity risk. Results: The majority (80%) of mothers were born outside the United States. In early infancy, mixed feeding of formula and breastfeeding was common. At 6 and 9 mo of age, milk-feeding practices differed, with formula feeding more common for boys than girls. At 12 mo, 38% of infants experienced obesity risk (-85th weight-for-length percentile). Infants' obesity risk increased by 18% per 1 oz increase in powdered formula intake. Formula intake among boys was on average 1.42 oz (in dry weight) higher than that among girls, which, in turn, mediated their increased obesity risk (IERR = 1.27, 95% confidence interval: 1.02, 1.90). Conclusions: The increased obesity risk among Latino boys compared with girls at 12 mo was explained by higher rates of formula feeding at 6 and 9 mo of age. Future investigations of cultural values and beliefs in gender-related feeding practices are warranted to understand the differences in obesity risk between Latino boys and girls. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
45. Based Copula Reliability Estimation with Stress-Strength Model for Bivariate Stress under Progressive Type II Censoring.
- Author
-
Wang, Junrui and Yan, Rongfang
- Subjects
- *
MONTE Carlo method , *MAXIMUM likelihood statistics , *BIVARIATE analysis , *COMPUTER simulation , *DATA analysis - Abstract
This study investigates the dependence between stress and component strength in a stress–strength model with bivariate stresses by incorporating a specialized Archimedean copula, specifically the 3-dimensional Clayton copula. Diverging from prior research, we consider a scenario where two stresses simultaneously influence the component strength, enhancing the realism of our model. Initially, dependent parameter estimates were obtained through moment estimation. Subsequently, maximum likelihood estimation and Bayesian estimation were employed to acquire point and interval estimates for the model parameters. Finally, numerical simulations and real-world data analysis were conducted to validate the accuracy and practicality of our proposed model. This research establishes a foundation for further exploration of general dependence structures and multi-component stress–strength correlation issues. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
46. Bayesian Inference for a Hidden Truncated Bivariate Exponential Distribution with Applications.
- Author
-
Ghosh, Indranil, Ng, Hon Keung Tony, Kim, Kipum, and Kim, Seong W.
- Subjects
- *
DISTRIBUTION (Probability theory) , *BAYESIAN field theory , *INFERENTIAL statistics , *GIBBS sampling , *BIVARIATE analysis - Abstract
In many real-life scenarios, one variable is observed only if the other concomitant variable or the set of concomitant variables (in the multivariate scenario) is truncated from below, above, or from a two-sided approach. Hidden truncation models have been applied to analyze data when bivariate or multivariate observations are subject to some form of truncation. While the statistical inference for hidden truncation models (truncation from above) under the frequentist and the Bayesian paradigms has been adequately discussed in the literature, the estimation of a two-sided hidden truncation model under the Bayesian framework has not yet been discussed. In this paper, we consider the Bayesian inference for a general two-sided hidden truncation model based on the Arnold–Strauss bivariate exponential distribution. In addition, a Bayesian model selection approach based on the Bayes factor to select between models without truncation, with truncation from below, from above, and two-sided truncation is also explored. An extensive simulation study is carried out for varying parameter choices under the conjugate prior set-up. For illustrative purposes, a real-life dataset is re-analyzed to demonstrate the applicability of the proposed methodology. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
47. Self-perceived leadership and entrepreneurship skills: profiling healthcare professionals.
- Author
-
Sacre, Hala, Iskandar, Katia, Haddad, Chadia, Shahine, Mayssam, Hajj, Aline, Zeenny, Rony M, Akel, Marwan, and Salameh, Pascale
- Subjects
- *
MEDICAL personnel , *AMBIGUITY tolerance , *LEADERSHIP , *REGRESSION analysis , *BIVARIATE analysis , *DEMOGRAPHIC characteristics , *AMBIGUITY , *CLUSTER analysis (Statistics) - Abstract
Background Healthcare is a complex system with overarching challenges that arise from the different hierarchically organized structures and the diversity of people interacting and communicating in the same environment. This complexity can be addressed by strengthening healthcare professional leadership and entrepreneurship competencies. This study aims to evaluate the self-perception of healthcare professionals regarding these skills and their association with demographic characteristics and university attributes. Method A cross-sectional survey conducted online from July to December 2021 recruited 245 Lebanese health professionals from different health-related institutions (hospitals, pharmaceutical industry, health professions universities, and others) using snowball sampling. A cluster analysis was performed based on the socio-demographic and work characteristics of the participants to classify their profiles. Bivariate and multivariate analyses were performed after ensuring the adequacy of the models. Significance was set at a P value < 0.05. Results Cluster analysis showed two distinct profiles, reflected by Cluster 1 for older individuals with moderate/high management versus Cluster 2 for younger people with low management profiles. The logistic regression showed that Cluster 1 was significantly associated with higher leadership with administrative, interpersonal, and conceptual skills. The interpersonal skills represented best Cluster 1 (ORa = 7.47), followed by the conceptual skills (ORa = 4.40). Linear regression analysis showed that Cluster 1 was significantly associated with higher decision-making (β = 0.69) and higher tolerance of ambiguity (β = 1.01). No association was found between other subscales, total entrepreneurship scales, and belonging to any cluster (P > 0.05). Conclusion Although most healthcare professionals showed moderate to high perceptions related to their leadership and entrepreneurship, younger ones were aware of the need to develop these skills to meet the challenges of the complex dynamic health system. Educating students and training professionals to acquire these skills would create value in emerging health services while fostering innovation, creativity, and quality improvement in the workplace. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
48. Mortality from non-communicable diseases and associated risk factors in Zambia; analysis of the sample vital registration with verbal autopsy 2015/2016.
- Author
-
Musonda, Emmanuel, Mumba, Peter, and Malungo, Jacob R.S.
- Subjects
- *
DISEASE risk factors , *NON-communicable diseases , *FACTOR analysis , *AUTOPSY , *BIVARIATE analysis , *TOBACCO use - Abstract
Background: Non-communicable diseases (NCDs) are the world's growing cause of preventable illness, disability, morbidity, and mortality which account for 71% of deaths. The aim of this study was to determine the factors associated with mortality from NCDs among persons aged 15 years and above in Zambia. Methodology: The study used data from Sample Vital Registration with Verbal Autopsy (SAVVY) 2015/16 (Zambia). A total of 3529 Verbal Autopsy were completed in the study, with only 2599 of death where among people aged 15 years and above. Three-level data analysis was applied; univariate analysis, bivariate analysis, and multivariate analysis (binary logistic regression). Findings: The overall number of deaths from NCDs was 28.81%. Stratified analysis by gender showed that deaths from NCDs were higher among women (32.60%) as compared to men (26.25%). Among all persons, dying from NCDs was associated with tobacco use, age, and education. Tobacco use was negatively associated with mortality from NCDs (adjusted odds ratio [aOR] = 0.68; 95% confidence interval [CI]: 0.48–0.98). Age was positively associated with the odds of dying from NCDs among persons aged 45–59 years (aOR = 3.87, 95% CI: 2.13–7.01), 60–74 years (aOR = 12.05, 95% CI: 6.44–22.55), and 75 + years (aOR = 15.16, 95% CI: 7.93–28.97). The likelihood of dying from NCDs was higher among persons with secondary education as compared to those with no education (aOR = 1.93, 95% CI: 1.11–3.33). Conclusion: The findings from this study suggest that public health interventions targeting NCDs need to consider behavioural factors, especially tobacco use which exposes people to second-hand smoke. We also recommend large-scale national-level studies to further examine the contribution of each factor leading to mortality from NCDs. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
49. Performance of diagnostic tests based on continuous bivariate markers.
- Author
-
Samawi, Hani, Chen, Ding-Geng, Yin, Jingjing, and Alsharman, Marwan
- Subjects
- *
DIAGNOSIS methods , *MEDICAL research , *BIVARIATE analysis , *DATA analysis , *BIOMARKERS - Abstract
In medical diagnostic research, it is customary to collect multiple continuous biomarker measures to improve the accuracy of diagnostic tests. A prevalent practice is to combine the measurements of these biomarkers into one single composite score. However, incorporating those biomarker measurements into a single score depends on the combination of methods and may lose vital information needed to make an effective and accurate decision. Furthermore, a diagnostic cut-off is required for such a combined score, and it is difficult to interpret in actual clinical practice. The paper extends the classical biomarkers' accuracy and predictive values from univariate to bivariate markers. Also, we will develop a novel pseudo-measures system to maximize the vital information from multiple biomarkers. We specified these pseudo-and-or classifiers for the true positive rate, true negative rate, false-positive rate, and false-negative rate. We used them to redefine classical measures such as the Youden index, diagnostics odds ratio, likelihood ratios, and predictive values. We provide optimal cut-off point selection based on the modified Youden index with numerical illustrations and real data analysis for this paper's newly developed pseudo measures. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
50. Research procedure acceptability through women during pregnancy and postpartum: A pilot study.
- Author
-
Simon, Julien, Thisse, Jeanne, Chabert, Camille, Barasinski, Chloé, and Ambroise Grandjean, Gaëlle
- Subjects
- *
PILOT projects , *PREGNANCY , *PUERPERIUM , *BIVARIATE analysis , *WOMEN'S health , *CYSTOMETRY - Abstract
Objective: To assess the feasibility and relevancy of a systematic data collection process in characterizing factors influencing research acceptability through women during pregnancy and early postpartum. Methods: A pilot prospective observational crossover unicentric study was conducted in Est France. All the women (except language barrier and intensive care transfer) were called upon to complete a survey (33 questions). The primary endpoints were the participation rate and the completeness of the information. The secondary endpoint was the participants' sociodemographic background and preferences regarding research (bivariate analysis, P value <0.20). Results: Within the research period (February 23–March 8, 114 childbirths), 105 women fitting the criteria were called upon for the survey. The participation rate and completeness were high. The participation rate was 93% with six lost to follow‐up, and one refusal. The global filling rate was 95%. We highlighted two plausible variables of interests for research participation: women age older (P value 0.119) and level of education (P value 0.176). A sufficient cooling‐off period, the commitment of women's health providers, and the possibility to accede research results might favor women's involvement. Acceptability would appear to be decreasing when the protocol implied fetal or neonatal data collection (compared to maternal data), unless research led to a better therapeutic option. Conclusion: The data collection process is highly feasible and provide consistent data. Larger‐scale output obtention should enhance the conception and rollout of projects, first by calculating sample size based on potentials for recruitments adjusted to populations, characteristics and second by fitting the experimental design to women's expectations. Synopsis: The pilot study aims to contextualize perinatal research results, facilitate research implementation and promote evidence‐based medicine and midwifery. [ABSTRACT FROM AUTHOR]
- Published
- 2024
- Full Text
- View/download PDF
Catalog
Discovery Service for Jio Institute Digital Library
For full access to our library's resources, please sign in.