Version Of Data Research Articles

Factors Influencing Discontinuation of Long-Acting Reversible Contraceptive Methods Among Women in Bahir Dar City, Northwest Ethiopia: A Cross-Sectional Study

IntroductionLong-acting reversible contraceptive discontinuation is the removal before completion of the intended lifespan of the method. Despite the improvement in utilization, discontinuation is becoming high. There is no study conducted on discontinuation and associated factors of long-acting reversible contraceptives in Bahir Dar City. The aim of this study was to assess the proportion and associated factors of discontinuation of Long-Acting Reversible Contraceptives among women in health facilities of Bahir Dar city, Northwest Ethiopia.MethodsA health facility-based cross-sectional design was conducted on 415 respondents from April 1 to May 30, 2021. A total of 11 health facilities were included and all reproductive age women who were using Long-acting reversible contraceptives came to the selected health facilities for any issue concerning the method before completion of life span of the method were included in this study. Data were collected through face-to-face interview questionnaires using a systematic random sampling method. Epi Data version 3.1 and Statistical Package for Social Sciences were used for data entry and analysis, respectively. Logistic regression analyses were used, and a P value less than 0.05 was considered a statistically significant factor for discontinuation.ResultsThe overall proportion of discontinuation of long-acting reversible contraceptives was 66.3% (95% CI: 61.42- 69.13). No formal education (AOR=0.49; 95% CI: 0.30-0.82,P: 0.021), primary education (AOR=0.39; 95% CI: 0.18-0.81, P:0.012), wish to pregnancy (AOR=2.57; 95% CI: 1.64 to 4.02,P: <0.001), no history of contraceptive use (AOR=2.01; 95% CI: 1.19 to 3.38, P: 0.009), no counselling (AOR=1.68; 95% CI: 1.08-2.62,P: 0.021), and side effects (AOR=1.95; 95% CI: 1.21-3.16,P:0.006) were the factors associated with discontinuation.ConclusionsThe overall discontinuation of long-acting reversible contraceptives among women was low compared to Ethiopian Demographic Health Survey 2016. Practice pre-insertion counselling, early side effect management, create community awareness about the methods to decrease discontinuation, healthcare providers should perform their duties in line with the standards and quality of Long-acting reversible contraceptive service provision through qualitative research are recommended.

Compliance to iron folic acid consumption and factors associated among antenatal care attendant mothers in southern Ethiopia

Iron and folic acid (IFA) consumption is an important strategy for the prevention of birth defects and anemia during pregnancy. In Ethiopia, low proportion of pregnant mothers took an iron tablet for 90 plus days. Therefore, the aim of this study was to assess compliance to IFA consumption and its associated factors among mothers attending antenatal care in Southern Ethiopia, 2021. An institution-based cross-sectional study triangulated with qualitative methods was conducted. The data was collected data from 378 respondents selected by a simple random sampling technique and 21 in-depth interviews were conducted. Epi Data version 3.1 was used to enter data, which was then exported to Statistical Package for the social Science (SPSS) version 21 for further processing and analysis. Bivariable and multivariable logistic regression analyses were carried out to identify the significant association. Variables with a P-value of less than 0.05 were considered significant. The Open code software version 4.03 was used to code and categorize qualitative data, and then thematic analysis was employed to qualitative data. The compliance rate of IFA consumption was 66.58% 95% CI: 61.5-71.4%) Maternal education (AOR: 3.01, 95%CI:1.29, 6.35), knowledge about anemia (AOR: 2.63, 95% CI:1.29), 5.37), knowledge about IFA (AOR: 2.95, 95% CI (1.45, 6.02)), ANC visits (AOR: 2.70, 95% CI 1.17, 6.22), fear of side effect (AOR: 0.08, 95% CI:0.02, 0.24), registration time for initiation of ANC visits (AOR:4.63, 95% CI:1.50, 14.26), and counseling on IFA (AOR:3.95, 95% CI:1.57, 9.98) were significantly associated with compliance IFA consumption of the pregnant mothers. Supplement-related, pregnancy and experience-related, facility related, behavioral -related, perceived family support, and perceived cultural belief findings were identified from qualitative study. In this study, the compliance with IFA consumption was low and influenced by huge range factors. To improve compliance with IFA, health workers provide proper counseling and education for pregnant women on IFA and follow up supplementation.

Auditory-GAN: deep learning framework for improved auditory spatial attention detection

Recent advances in auditory attention detection from multichannel electroencephalography (EEG) signals encounter the challenges of the scarcity of available online EEG data and the detection of auditory attention with low latency. To this end, we propose a complete deep auditory generative adversarial network auxiliary, named auditory-GAN, designed to handle these challenges while generating EEG data and executing auditory spatial detection. The proposed auditory-GAN system consists of a spectro-spatial feature extraction (SSF) module and an auditory generative adversarial network auxiliary (AD-GAN) classifier. The SSF module extracts the spatial feature maps by learning the topographic specificity of alpha power from EEG signals. The designed AD-GAN network addresses the need for extensive training data by synthesizing augmented versions of original EEG data. We validated the proposed method on the widely used KUL dataset. The model assesses the quality of generated EEG images and the accuracy of auditory spatial attention detection. Results show that the proposed auditory-GAN can produce convincing EEG data and achieves a significant i.e., 98.5% spatial attention detection accuracy for a 10-s decision window of 64-channel EEG data. Comparative analysis reveals that the proposed neural approach outperforms existing state-of-the-art models across EEG data ranging from 64 to 32 channels. The Auditory-GAN model is available at https://github.com/tasleem-hello/Auditory-GAN-/tree/Auditory-GAN.

HIV seropositive disclosure and associated factors among adult HIV positive clients in public health facilities in East Wollega Zone, Oromia Regional State, Western Ethiopia.

Disclosure of HIV-seropositive is important for HIV prevention and maintenance of health for people living with HIV and the community at large. Although HIV seropositive disclosure is mandatory for access to care and treatment, there is a paucity of data in the study setting. This study aimed to assess the magnitude of HIV Sero Positive Disclosure and associated factors among adult HIV positive clients in public health facilities in the east wollega zone, Oromia Regional State, Western Ethiopia, in 2023. A facility-based cross-sectional study design was conducted among 250 adult HIV-positive clients in public health facilities in East Wollega Zone. Systematic sampling was used to select the study participants. Data were collected from February 1 to April 15, 2023, using a structured, pretested, interviewer-administered questionnaire and reviewing patient cards using a checklist. Data were entered into Epi Data version 3.1 and exported to SPSS version 25 for analysis. Bivariable and multivariable logistic regression analyses were done. In bivariable analyses, variables with a P-value <0.25 were candidates for the multivariable model; in the multivariable model, significant associations were declared at a P-value < 0.05 and reported by an adjusted odds ratio along with a 95% confidence interval. The magnitude of HIV seropositive disclosure to at least one person was found to be 68.2% (95%CI = 62.5%, 73.9%). HIV seropositive disclosure was significantly associated with being married ((AOR = 5.47, 95%CI: 2.87-10.43), low knowledge level (AOR = 0.095, 95% CI = 0.017-0.54), and perceived community discrimination (AOR = 0.192, 95% CI = 0.050, 0.74). This study reveals that HIV seropositive disclosure was low among the adult population living in the study area as compared to the other study findings. Disclosure of seropositives was significantly associated with marital status, knowledge level about the importance of disclosure, and perceived discrimination in societies. Healthcare providers and HIV prevention programme planners should provide health education about the importance of HIV disclosure and the stigma against HIV-positive patients by increasing society's awareness through appropriate channels.

Missed nursing care and associated factors among nurses at University of Gondar Comprehensive Specialized Hospital, Ethiopia, 2022

The issue of missed nursing care is a problem that affects the overall quality of nursing care in hospitals around the world. However, there is limited research about it in Ethiopia. This study assessed missed nursing care and factors among nurses. An institutional-based cross-sectional study was conducted among 485 nurses at the University of Gondar Specialized Hospital. The data were collected from May 15 to June 15, 2022 using a self-administered questionnaire. A simple random sampling technique was used to select study participants. The data was entered to EPI DATA version 4.6 and exported to SPSS version 23 for analysis. Descriptive statistics were computed, and a summative score of missed nursing care was calculated. Then, multiple linear regression analysis was used to identify the factors. A P-value of 0.05 was used to declare significant level. In this study, missed nursing care was 62.5% (95% CI 60.98–64.02). Documentation, vital signs assessment, intravenous care, and assessment as per hospital policy and patient education were the most frequently missed nursing care. Being single in marital status (B = −4.609, P = 0.004), adequacy of nursing staff (B = −2.458, P = 0.003), satisfaction with income (B = −8.753, P = 0.007), working in medical unit (B = −5.708, P = 0.002) and working in both day and night shift (B = 1.731, P = 0.027) were statistically associated factors. More than half of the participants missed basic nursing care. Most of the identified factors correlated with missed nursing care negatively. Efforts should be done to enhance communication between health team members, assign a manageable number of patients per nurse, and adjust shifts and units.

Impaired glomerular filtration rate and associated factors among diabetic mellitus patients with hypertension in referral hospitals, Amhara Regional State, Ethiopia

Impaired glomerular filtration rate is common health problem in diabetic mellitus patients (DM) with hypertension (HTN). It is a major cause of morbidity, mortality, and poor quality of life. There is limited data on the prevalence and associated factors of impaired glomerular filtration among diabetic mellitus patients with hypertension in Ethiopia. Therefore, this study aimed to determine the prevalence of impaired glomerular filtration rate and associated factors among diabetic patients with hypertension in referral hospitals in Amhara Regional State, Ethiopia, 2020. An institution-based cross-sectional study was conducted in Amhara Regional referral hospitals from February 20 to April 30, 2020. Systemic sampling techniques were used to select diabetic mellitus patients with hypertension. Epi data version 3.0 was used to enter the coded data and then exported to STATA 14 for analysis. Glomerular filtration rate was estimated using the equations of collaboration with chronic kidney disease (CKD-EPI), diet modification in renal disease (MDRD-4), and creatinine clearance (CrCl). In bi-variable logistic regression, variables with a p-value of < 0.25 were included in multi-variable logistic regression. Using a 95% confidence interval, variables having a p-value ≤ 0.05 in multi-variable logistic regression were declared as statistically significant variables. In this study, a total of 326 study participants were involved, with a 100% response rate. The prevalence of an impaired glomerular filtration rate among diabetic patients with hypertension was 30.1% (95% CI 25.1%-35.1%), 36.6% (95% CI 30.1%-40.8%) and 45.4% (95% CI 39.9%-50.8%), using the equations CKD-EPI, MDRD-4, and CrCl, respectively. Being ≥ 55 years old (CKD-EPI AOR = 2.9, 95%: 1.5–5.5, MDRD-4 AOR = 2.1, 95% CI: 1.2–3.7, CrCl AOR = 5.9, 95% CI: 3.5–10.1), proteinuria (CKD-EPI AOR = 2.7, 95% CI: 1.4–5.3, MDRD-4 AOR = 1.9, 95% CI: 1.1–3.4, CrCl AOR = 1.7, 95% CI: 1.0-2.9), duration of the disease (≥ 5 years) (CKD-EPI AOR = 7.9, 95% CI: 4.2–13.0, MDRD-4 AOR = 7.4, 95% CI: 4.2–13.0, CrCl AOR = 1.9, 95% CI: 1.2–3.3), a glucose level of ≥ 150 mg/dl (CKD-EPI AOR = 2.3, 95% CI: 1.3–4.4, MDRD-4 AOR = 2.1, 95% CI: 1.2–3.8) were variables significantly associated with impaired glomerular filtration rate. The prevalence of impaired glomerular filtration rate among diabetic mellitus patients with hypertension was high. Independent predictors of impaired glomerular filtration rate were older age, duration of the disease, proteinuria, and higher blood glucose levels.

Efficient equivalent-layer technique for processing irregularly spaced magnetic data on uneven surfaces

We present a new rapid and robust equivalent layer method for processing large magnetic data sets that can deal with irregularly spaced data points on undulating surfaces. Our method estimates an equivalent layer by numerically solving the upward continuation integral for a given set of magnetic data. While this estimated layer allows performing specific spatial transformations such as interpolation and continuations of any potential-field data, it cannot be used to perform conventional phase transformations on magnetic data, such as the reduction to the pole, because it requires a magnetic moment distribution over the equivalent layer of dipoles. To overcome this drawback, we transform the estimated equivalent layer into a planar equivalent layer of dipoles that equally reproduces the observed magnetic data. To carry out this transformation, we first use the fact that the estimated layer obtained by solving the upward continuation integral is a scaled version of the magnetic data on the layer plane, i.e., it can be considered a harmonic function. Then we use the upward continuation integral to continue the estimated layer into a planar and regular grid, which results in a second equivalent layer. Finally, we apply a fast 2D discrete convolution to transform this second layer into a planar equivalent layer of dipoles that also fits the observed magnetic data. Applications to synthetic and real data show that our methodology is able to efficiently process magnetic data, combining the robustness of accommodating irregularly spaced data with the ability to perform phase transformations.

The Climate Data for Adaptation and Vulnerability Assessments and the Spatial Interactions Downscaling Method

This study presents the spatial interactions downscaling (SPID) method and introduces the climate data for adaptation and vulnerability assessments (ClimAVA) dataset. SPID employs random forest models to capture the relationship between spatial patterns at global circulation model (GCM) resolution and fine-resolution pixel values. In summary, a random forest model is trained for each fine spatial resolution pixel of the reference data as the predictand, and nine pixels from the spatially resampled (coarser) version of the reference data at the GCM’s resolutions as predictors. Models are then utilized to downscale the bias-corrected GCM data. The ClimAVA-SW dataset offers a high-resolution (4 km), bias-corrected, downscaled future climate projection derived from seventeen CMIP6 GCMs. It includes three variables (daily precipitation, minimum and maximum temperature) for three shared socioeconomic pathways (SSP245, SSP370, SSP585) across the U.S. Southwest region. The ClimAVA dataset sets itself apart with the SPID method’s capacity to provide remarkable climate realism, high physical plausibility of change, and excellent representation of extreme events while maintaining user-friendliness and requiring relatively low computational resources.

Maternity waiting home utilization and associated factors in the rural community of Dangur District, Northwestern Ethiopia: results from a community-based cross-sectional household survey

BackgroundApproximately 80% of people in Ethiopia live in rural areas, where poor access to maternity services, accounts for the majority of maternal and perinatal deaths. Maternity waiting homes are residential facilities for women who come from remote areas to stay and wait before giving birth at health facilities, particularly in hospitals and health centers. It is a new initiative and one of the strategies that increase skilled care utilization at birth. However, there is no evidence on the status of maternity waiting home utilization in the study area. Therefore, this study aimed to generate evidence on the status of maternity waiting home utilization and its associated factors.MethodsA community-based cross-sectional household survey was conducted from June 5–30, 2022. The sample size was calculated using the single population proportion formula, which resulted in 354 participants. The study population included mothers who gave birth within 12 months before the survey were selected by using a systematic sampling method. The data were coded, edited, cleaned, and entered into Epi Data version 3.1. The data were subsequently exported to SPSS version 25 for analysis. Descriptive, bivariable, and multivariable binary logistic regression analyses were performed. The results are presented in the text, figures, and tables. Finally, variables with a p value < 0.05 in the multivariable analysis were reported as significantly associated with the independent variables and outcome variable.ResultsThe magnitude of maternity waiting home utilization was 36.4% (95% CI = 31.4, 41.8). Being knowledgeable about the presence of maternity waiting home (AOR = 3.9; 95% CI: 1.0-15.2), being able to afford transportation (AOR = 2.4; 95% CI: 1.01–5.9), being home delivery (AOR = 0.007; 95% CI: 0.002–0.031) and being acess to transportation services (AOR = 3.0; 95% CI: 1.2–7.5) were significantly associated with maternity waiting home utilization.ConclusionThe magnitude of maternity waiting home utilization in the study area was found to be low. Access to and affordability of transportation services, being knowledgeable and being home delivery were associated factors for the use of maternity waiting homes. Therefore, increasing maternal knowledge, economically empowering women and respecting care while waiting at maternity homes are important for improving the utilization of maternity waiting homes.

Assessment of Knowledge, Attitude, and Practice Toward Physical Activity and It’s Associated Factor Among Women Attending Antenatal Care at Public Health Institutions in Debre Berhan Town, North Eastern Ethiopia

Physical inactivity is linked to pregnancy-related complications. Exercise participation during pregnancy is restricted in low-middle income nations, including Ethiopia. Therefore, this study aimed to assess factors associated with physical activity practice among pregnant women attending antenatal care at public health institutions in Debre Berhan Town Northeastern Ethiopia. Institutional based cross-sectional study was conducted from March 22, 2021 to May 22, 2021 in Debre Berhan Town. The systematic random sampling technique was used to obtain the 418 participants. Data were collected by using standardized questionnaires. Data were entered, cleaned by Epi data version 3.1 and analyzed by SPSS version 25. The variables which had p-value &lt; .05 and with 95% confidence interval were declared as determine factors of antenatal physical exercise. According to this study, 222 (53.1%, CI [48.3, 57.7]), 220 (52.6% [47.8, 57.2]), and 218 (52.2% [CI 47.6, 56.7]) of respondents had good knowledge, favorable attitude, and good practice of physical exercise respectively. Age group of 30 to 34 years (AOR: 2.15, 95% CI [1.08, 4.29]), housewife (AOR: 7.81, 95% CI [1.48, 41.21]), cultural recommendation (AOR: 2.16, 95% CI [1.37, 3.39]), exercise before pregnancy (AOR: 2.69, 95% CI [1.72, 4.19]), and gestational age &gt;24 weeks (AOR: 2.538, 95% CI [1.02, 6.29]) were factors associated with practice of physical exercise during pregnancy. Physical activity during pregnancy was more common in the current study than in the national average. During an ANC visit, health care providers should improve and strengthen physical activity counseling sessions.

Vaginal candidiasis prevalence, associated factors, and antifungal susceptibility patterns among pregnant women attending antenatal care at bule hora university teaching hospital, Southern Ethiopia

BackgroundVulvovaginitis is common in women of reproductive age group characterized by purulent white discharge. The incidence of vulvovaginitis has risen recently due to the resistance of Candida species to commonly used antifungal agents and recurrent infections.ObjectiveThe study aimed to determine the prevalence, associated factors, and antifungal susceptibility patterns of vaginal candidiasis among pregnant women attending Bule Hora University Teaching Hospital.MethodsA hospital-based cross-sectional study was conducted from May 2023 to August 2023. Using systematic random sampling, 317 pregnant women participated in the study. Sabouraud Dextrose Agar and Chromogenic Candida Differential Agar were used to isolate and identify Candida species from clinical samples. Antifungal susceptibility was performed using a modified disc diffusion method. Epi data version 4.6 was used for data entry and Statistical Packages for Social Sciences version 25 was used for statistical analysis. A P-value < 0.05 was declared statistically significant.ResultThe prevalence of vaginal candidiasis was 26.8% (95%, CI 21.9–31.72%). History of using contraceptives (AOR = 5.03, 95%CI, 1.21–11.37), past vaginal candidiasis (AOR = 6, 95%CI, 1.61–12.92), pregnant women infected with human immunodeficiency virus (HIV) (AOR = 4.24, 95%CI, 1.23–14.14), diabetic mellitus (AOR = 2.17, 95%CI, 1.02–4.64), history of antibiotic use (AOR = 3.55, 95%CI, 1.67–12.75), pregnant women in third trimester (AOR = 8.72, 95%CI, 1.30–23.07), were the significantly associated factors for vaginal candidiasis. The study revealed that itraconazole, amphotericin B, and miconazole were the most effective antifungal drugs for all Candida isolates.ConclusionThe present study has identified a high prevalence of vaginal candidiasis among pregnant women. The isolated Candida species showed resistance to fluconazole, ketoconazole, and clotrimazole. Therefore, healthcare providers should increase awareness of the risks of Candida infections to reduce Candida species among pregnant women. Physicians should prescribe suitable medications based on antifungal drug test outcomes to treat pregnant women with vaginal candidiasis.

Midwifery students’ satisfaction with simulation-based education and associated factors among governmental universities in Amhara region, Ethiopia 2022

BackgroundSimulation is a method of learning in which the learner experiences a simulated situation instead of being physically present in the clinical area. Exposing students to simulation-based education improves learners’ clinical competence and ability to make decisions, which are crucial for today’s health workforce. When given the proper circumstances, such as receiving feedback on their performance, having the chance for repeated practice, and having simulation as a core component of the curriculum, simulated instruction greatly aids in learning. Although previous studies have been conducted in this area, there are gaps in determining the factors related to their learning environment and design characteristics.MethodAn institution-based cross-sectional study was conducted on 413 midwifery students in Amhara region universities from August 1–30, 2022. Study participants were selected via a simple random sampling technique. Data were collected from third and fourth-year undergraduate midwifery students through a self-administered questionnaire. Epi Data version 4.6 and Statistical Package for Social Sciences version 26 were used for data entry and analysis, respectively. Bivariable and multivariable logistic regression analyses were employed; a P-value of less than 0.05 was considered statistically significant in the study.ResultThis study revealed that 84.7% (95% CI: 81.1–88.3) of midwifery students in Amhara region universities were satisfied with simulation-based education. Year of study [AOR: 2.936; 95% CI (1.531–5.631)], adequate support [AOR: 2.903; 95% CI (1.217–6.922)], availability of instructors [AOR = 2.861, 95% CI (1.078–7.591)], and provision of checklists [AOR: 2.326; 95% CI (1.143–4.734)] were found to be statistically significant variables.ConclusionThis study revealed undergraduate midwifery students were more satisfied with simulation-based education compared with previous studies conducted in Ethiopia. Predictor variables such as year of study, support, instructor availability, and provision of checklists were significantly associated with student satisfaction. Hence, midwifery departments should strengthen the support given by staff, encourage their instructors to be available during simulations, improve the utilization and provision of checklists to students as much as possible.

Digital Representation of Materials Testing Data for Semantic Web Analytics: Tensile Stress Relaxation Testing Use Case

This study aims to represent an approach for transferring the materials testing datasets to the digital schema that meets the prerequisites of the semantic web. As a use case, the tensile stress relaxation testing method was evaluated and the testing datasets for several copper alloys were prepared. The tensile stress relaxation testing ontology (TSRTO) was modeled following the test standard requirements and by utilizing the appropriate upper-level ontologies. Eventually, mapping the testing datasets into the knowledge graph and converting the data-mapped graphs to the machine-readable Resource Description Framework (RDF) schema led to the preparation of the digital version of testing data which can be efficiently queried on the web.

Anterior Nasal Superior Oblique Tendon Syndrome: A Case Series

PurposeTo evaluate the clinical characteristics and management of patients with an anteriorly and nasally inserted superior oblique tendon. DesignRetrospective interventional case series. MethodsInstitutional clinical records between 2020 and 2024 were retrospectively reviewed for 9 consecutive patients in whom the superior oblique (SO) tendon was inserted anterior to the equator and nasal to the superior rectus muscle. Information collected included age, sex, ocular and surgical history, preoperative and postoperative data (ophthalmologic examinations, strabismus measurements, ductions and versions), intraoperative findings, need for additional surgery, and follow-up time. ResultsAll nine patients were found to have an anomalous insertion of the SO tendon. Three were of congenital origin and six were acquired following ocular surgery. Among the acquired cases, all but one resulted from incarceration of the tendon from post-surgical scar tissue formation. The remaining acquired case was due to a prior deliberate anterior and nasal transposition of the superior oblique. This case series demonstrated varying degrees of vertical deviations, lateral incomitance, and limited depression. Repositioning the SO to its normal insertion site yielded equivocal improvement in ocular alignment. ConclusionAnterior nasal superior oblique tendon syndrome is a rare clinical entity characterized by an anti-depressor effect. Vertical deviations, hypertropia worse in downgaze, limited depression worse in adduction for congenital cases and in abduction for acquired cases, and lateral incomitance may be indicative of this anomaly. In acquired cases following surgery, additional findings may include limited depression worse in abduction, esotropia in abduction, V-pattern esotropia, and enophthalmos in downgaze. Surgical repositioning of the SO along its normal anatomical trajectory is recommended for treatment. However, outcomes may be variable and achieving a complete resolution of this syndrome can be challenging.

Sexual and reproductive health service utilization and associated factors among youth workers at Kombolcha Industry Park, Kombolcha town, Northeast Ethiopia, 2023.

Youth is a decisive age that shapes the direction of their life and that of their family. However, due to the host of biological, social, and economic factors, youth Industry Park workers can be at high risk of adverse sexual and reproductive health outcomes. Therefore, assessing youth sexual and reproductive health service utilization and associated factors among youth workers is very crucial for timely intervention to their gaps. This study aimed to assess sexual and reproductive health service utilization and associated factors among youth workers working at Kombolcha Industry Park Kombolcha, Northeast Ethiopia, 2023. An institutional-based cross-sectional study was conducted at Kombolcha Industry Park, Kombolcha, among a total of 422 youth workers from 1 January to 30 January 2023. A simple random sampling technique was used to access a total of 422 youth workers in Kombolcha Industry Park. The data were collected using pre-test, structured, and interviewer-administered questionnaires. Data were entered into Epi Data version 3.1 and were exported to SPSS version 26 for analysis. Bi-variable and multivariable binary logistic regression analyses were performed. Adjusted odds ratio with 95% confidence interval was estimated to measure the strength of the association. The level of statistical significance was declared at a p value of less than 0.05. Overall utilization of reproductive health services was 45.50%. Being married [adjusted odds ratio (AOR) = 5.76, 95% CI (2.94, 11.25)], near distance of sexual and reproductive health (SRH) facility to home [AOR = 2.57, 95% CI (1.60, 4.14)], having good knowledge [AOR = 9.23 95%CI (4.88, 17.44)], and good attitude about SRH [AOR = 2.06 95% CI (1.29, 3.28)] were significantly associated with youth SRHs utilization. Youth sexual and reproductive health service utilization among youth workers of Kombolcha Industry Park was low. Ensuring SRHs availability and accessibility, empowering youth with knowledge of SRHs, and advocating sexual and reproductive health services to develop a good attitude might be important in improving reproductive health service utilization. Future researchers should address segments of the population other than Kombolcha Industry Park.

B - 107 Is the Flynn Effect Present in a Veteran Outpatient Clinic Sample?

Abstract Objective The Flynn Effect refers to improvement in cognitive scores over time due to advancements in education quality, nutrition, and socioenvironmental variables. Recent studies suggest cognitive scores may plateau or decline over time. Characterization of cohort effects in cognitive performance has implications for normative group selection and identification of brain illness. This study examines cognitive performances of veterans using older and newer versions of normative data to determine if a Flynn effect is present. Method Veterans (N = 189) who passed TOMM and completed the Trail-Making Test (TMT), Animal Naming, and California Verbal Learning Test-II (CVLT-II) were selected for inclusion. The sample was 81% male, racially diverse (49% White/Caucasian, 31% Black/African American, 16% Hispanic/Latino, 4% other), and diagnostically diverse (13% no diagnosis, 33% cognitive disorder, 54% psychiatric diagnosis). Normative scores were calculated from CVLT-II/CVLT-3 manuals for Trial 1, Trial 5, and LDFR; ADC Uniform Data Sets (UDS) were used for TMT-A/B and Animals. Wilcoxon matched-pairs signed rank tests examined differences in z-scores across older and newer normative data. Results Median z-scores were significantly lower using updated UDS norms for TMT-A (z = −11.60, p &amp;lt; 0.001), TMT-B (z = −10.41, p &amp;lt; 0.001), and Animals (z = −11.76, p &amp;lt; 0.001), while CVLT Trial 1 z-scores were significantly higher using CVLT-3 norms (z = 11.24, p &amp;lt; 0.001). CVLT Trial 5 and LDFR medians did not differ. Conclusion Findings demonstrate the need to examine cohort differences in normative reference groups to ensure accurate detection of brain illness. Furthermore, the Flynn Effect may not apply uniformly across domains within a period.

Non-adherence to appointment follow-up and its associated factors among hypertensive patients in follow-up clinics in South Gondar hospitals

Hypertension is a persistent systemic Blood Pressure reading of 140/90 mm Hg or greater which is a preventable cause of cardiovascular disease morbidity and mortality. To assess non-adherence to appointment follow-up and its associated factors among Hypertensive patients in the follow-up clinics in South Gondar Hospitals 2023. Institutional-based cross-sectional study design was employed in hospitals in South Gondar from January to February to assess missed appointment follow-up and its associated factors among Hypertensive patients in follow-up clinics. There is one comprehensive specialized hospital and 9 primary hospitals in this zone. Using simple random methods four hospitals were selected by lottery method. The sample was calculated by using the single population proportion formula. The collected data was entered into Epi data version 3.1 and exported to Statistical Package for Social Sciences version 26 for analysis. Bivariate and multivariable logistic regression analysis was performed to determine the association factors. A total of 401 hypertensive patients on hypertensive follow-up were involved with a response rate of 95.02%. Age ranged from 25 to 86 years with a median age of 58.47 years. Of the total of participants, 211 (52.6.) were rural residents. Among the total hypertensive patients in the hypertensive follow-up clinic, 39.2% were non-adherent for their appointment follow-up. Living far from follow-up health facility (AOR: 2.53; 95% CI 1.349–4.743), absence of perceived symptoms (AOR: 4.98; 95% CI 2.888–8.590), patient complaints Pill burdens (AOR: 3.50; 95% CI 2.108–5.825), and poor Awareness about complication of hypertension (AOR: 2.62; 95% CI 1.471–4.673) were significantly associated with missing of their appointment follow-up for the most hypertensive patients. The prevalence of non-adherence to medical follow-up in hypertension is high as compared to different national health policy recommendations. Distance from the health facility, absence of perceived symptoms, Pill burdens, and lack of knowledge about complications of hypertension were significantly associated with Missed appointment follow-up in Hypertensive patient.

Health checkup practice and its associated factors among adults in South Gondar zone Ethiopia

Non-communicable diseases are the current global burden including in sub-Saharan Africa, which increasing the incidence of cardiovascular disorders and their complications due to a lack of health checks and delayed treatments. To assess health checkup practice among adults in the South Gondar zone of northeast Ethiopia in 2022. A community-based cross-sectional study design was employed from July 30, 2022, to August 30, 2022. Three woredas (Debre Tabor, Guna Beyemidir, and Andabet) were selected by using a simple random sampling method from the south Gondar zone, and three kebeles were selected randomly from each woreda. A complete of 422 samples were selected by random sampling technique. Data were collected in a face-to-face interview using structured questionnaires. The collected data were entered into Epi data version 3.1 and exported to Statistical Package for Social Sciences (SPSS) version 26 for analysis. Binary logistic regression was done to identify the association between each variable with the outcome variable. A variable that had a p-value < 0.25 in binary logistic regression became a candidate for multivariate logistic regression then after factors p value < 0.05 was considered as predictors to the outcome variable. In this study, health checkup practice was 40.2%. Living with families (AOR 3.36; 95% CI 1.47–7.66), presence chronic disease (AOR 2.52; 95% CI 1.49–4.26), No self-medication practice (AOR 5.39; 95% CI 3.06–9.49) and having health insurance (AOR 3.02; 95% CI 1.68–5.430) were significantly associated with regular health checkup practice. Health checkup practice was low as compared to health policy recommendations and its health maintenance value. Creating awareness about health check-ups and prevention of disease complications will be taken by different stakeholders in the health care system

Determinants of stroke among adult hypertensive patients on follow up in Addis Ababa public hospitals, Ethiopia: A case control study.

Stroke is a non-communicable disease that causes sudden global or focal neurological disorders. It is one of the major public causes of morbidity and mortality in low- and middle-income countries, including Ethiopia. Early identification of the determinants and prompt intervention remains critical to reduce morbidity and mortality from stroke. The study aimed to identify determinants of stroke among adult hypertensive patients on follow up in Addis Ababa public hospitals, Ethiopia. Unmatched case-control study design was conducted among 326(109 cases and 217 controls) study participants in Addis Ababa public hospitals from September 1-30, 2021. The cases were adult hypertensive patients who developed a stroke and the controls were adult hypertensive patients. The study participants were selected by consecutive sampling technique. Pretested structured interviewer assisted questionnaire and checklist were used to collect data. Data were entered into Epi data version 3.1; exported and analysed by SPSS version 23. All independent variables with p-value < 0.25 in the bi-variable logistic regression analysis were entered into multivariable logistic regression analysis. Finally, variables with p-value <0.05 were considered as determinants of the stroke. In this study, current cigarette smoker(AOR = 5.55, 95% CI: 2.48, 12.43), current alcohol drinker(AOR = 4.27, 95% CI: 1.94, 9.38), medication non-compliance(AOR = 3.23, 95% CI: 1.62, 6.44), uncontrolled systolic blood pressure (AOR = 3.42, 95% CI: 1.64, 7.16), uncontrolled diastolic blood pressure(AOR = 4.29, 95% CI: 2.06, 8.93), high low density lipoprotein(AOR = 6.89, 95% CI: 3.57, 13.35) and diabetic mellitus(AOR = 3.25, 95% CI: 1.58, 6.69) were more likely to develop a stroke. Cigarette smoking, alcohol use, non-adherence to medication, uncontrolled systolic pressure, uncontrolled diastolic blood pressure, high low-density lipoprotein, and diabetic mellitus were determinants of stroke. Providing health education about lifestyle changes and the consequences of hypertension at all follow-up is very important.

Hypermucoviscous Klebsiella Pneumoniae Caused Community-Acquired Pneumonia in Gondar, Northwest Ethiopia.

The incidence of hypermucoviscous Klebsiella pneumoniae (hmvKp), which complicates community-acquired pneumonia, has been increasing recently. This study aimed to detect hypermucoviscous K. pneumoniae and determine its antimicrobial susceptibility pattern in adult patients with community-acquired pneumonia in Northwest Ethiopia. This cross-sectional study included 39 K. pneumoniae isolates identified by using Gram stain, culture, and biochemical tests from 312 adult patients with community-acquired pneumonia at the University of Gondar Comprehensive Specialized Referral Hospital from April to June 2021. The hypermucoviscous strains were identified by using the string test. Antimicrobial susceptibility testing was performed by using the Kirby-Bauer disk dif-fusion method. Data were entered by using EPI data version 4.6 and were analyzed by using SPSS version 20. A p-value ≤ 0.05 at a 95% confidence interval was considered statistically significant. Overall, 35.9% (n = 14) of the 39 K. pneumoniae isolates were hypermucoviscous phenotype. The mean age of the hmvKp group was lower than of the cKp group (36.93 ± 12.573 vs. 53.52 ± 19.556 years, p = 0.007). All hmvKp isolates were resistant to amoxicillin-clavulanic acid and trimethoprim-sulfamethoxazole. Azithromycin resistance in the hmvKp strains was significantly higher than in the cKp group (p = 0.012). This study demonstrates that the hmvKp phenotype causes community-acquired pneumonia and a full resistance to amoxicillin-clavulanic acid and trimethoprim-sulfamethoxazole. Antimicrobial resistance was higher in the hmvKp strain than in the classic strains. Further detection of resistance genes, capsular serotypes, hypermucoviscosity-related genes, and virulence genes is necessary.