SPSS Statistical Software Research Articles

Spino-pelvic parameters and back pain in patients without coronal deformity or history of spinal surgery: A cross-sectional analysis

BACKGROUND: During the last two decades, there has been a growing interest in spinal sagittal alignment. Most published studies have focused on the role of spinopelvic parameters in patients with adult spinal deformity or in those with previous spinal fusion. OBJECTIVE: The aim of this study was to explore possible association between disability related to back pain and spinopelvic parameters in the absence of coronal deformity or previous spinal surgery. METHODS: In the setting of a larger study involving patients with low back pain (LBP), those without previous surgery or spinal deformity in the coronal plane were selected. A total of 52 patients (mean age 59 years, range 21–86, 23 men and 29 women) were found. The visual analogic scale (VAS) and Oswestry Disability Index questionnaire (ODI) were recorded. Surgimap software was used to measure the sagittal vertical axis (SVA), pelvic tilt (PT), pelvic incidence (PI), sacral slope (SS), and lumbar lordosis (LL). Statistical analysis was performed with SPSS Statistics software. Pearson or Spearman correlation were the test of choice depending on the specific variables. RESULTS: A statistically significant association was found between SVA and ODI (r 0.59, p< 0.03). Increased pelvic tilt was also associated with more severe disability related to back pain (r 0.48, p< 0.03). PI-LL mismatch showed moderate association with disability and severity of back pain, although this association did not reach statistical significance (r 0.52, p< 0.08). CONCLUSION: Our findings suggest that sagittal misalignment may be related with more severe disability and back pain in patients with minor or null deformity in the coronal plane.

Organizational Strategies and Policies for Implementing Emerging Cybersecurity Technologies

This research uses quantitative data analysis and a qualitative exploratory method to examine how organisations embrace innovative cybersecurity solutions. The study looks at organisational policies, governance frameworks, strategic approaches, and cultural aspects that affect technology adoption using a stratified random sample technique. Structured questionnaires & feedback forms provided the data, which were then analysed using AMOS and SPSS statistical software with an emphasis on structural equation modelling (SEM) to investigate correlations between variables. A supportive organisational culture positively correlates with technology adoption (χ² = 41.179, df = 31, p < 0.001, CMIN/DF = 1.328, RMSEA = 0.034), and organisations with a proactive strategic approach were more successful in implementing cybersecurity technologies (χ² = 50.400, df = 26, p < 0.001, CMIN/DF = 1.938, RMSEA = 0.058). The research also finds that while comprehensive policies influence adoption via efficient training programs, employee involvement completely mediates the association between organisational culture and technology adoption. These findings demonstrate how crucial culture, employee participation, strategic planning, and training are to the successful integration of cybersecurity technology.

Reproducibility of the AGREE II Tool for Assessing the Methodological Quality of Clinical Practice Guidelines for the Management of Antithrombotic Agents in Patients Undergoing GI Endoscopy.

Clinical practice guidelines (CPGs) exist for the management of antithrombotic agents in the periendoscopic period; however, their methodological qualities vary. The Appraisal of Guidelines for Research & Evaluation II (AGREE II) tool has been validated for the assessment of the methodological quality of CPGs; however, its reproducibility has not been assessed. The goal of this study was to assess the reproducibility of the AGREE II tool for CPGs published within the last 6 years for the management of antithrombotic agents in the periendoscopic period. A systematic search of PubMed and Embase databases was performed to identify eligible CPGs published between January 1, 2016 and April 14, 2022. The quality of the CPG was independently assessed by 6 reviewers using the AGREE II instrument. The reproducibility was summarized as weighted κ statistic and intraclass correlation coefficient using the SPSS statistical analysis package. The search yielded 343 citations with 7 CPGs from Europe, Asia, and the United States included in the critical appraisal. The overall mean weighted κ score across all guidelines was 0.300 (range, 0.093 to 0.384) indicating a fair agreement. The overall intraclass correlation coefficient was 0.462 (range, 0.175 to 0.570) for single measures and 0.837 (range, 0.560 to 0.888) for average measures indicating moderate reliability. Our study shows only a fair overall interobserver agreement in the methodological quality of the included CPGs. The results suggest the need for education and training of CPG raters to enhance the application of the AGREE II tool to improve its reproducibility.

Radial Basis Function (RBF) and Multilayer Perceptron (MLP) Comparative Analysis on Building Renovation Cost Estimation: The Case of Greece

Renovation of buildings has become a major area of development for the construction industry. In the building construction sector, generating a precise and trustworthy cost estimate before building begins is the greatest challenge. Emphasizing the value of using ANN models to forecast the total cost of a building renovation project is the ultimate objective. As a result, building firms may be able to avoid financial losses as long as there is as little discrepancy between projected and actual costs for remodeling works in progress. To address the gap in the research, Greek contractors specializing in building renovations provided a sizable dataset of real project cost data. To build cost prediction ANNs, the collected data had to be organized, assessed, and appropriately encoded. The network was developed, trained, and tested using IBM SPSS Statistics software 28.0.0.0. The dependent variable is the final cost. The independent variables are initial cost, estimated completion time, actual completion time, delay time, initial and final demolition-drainage costs, cost of expenses, initial and final plumbing costs, initial and final heating costs, initial and final electrical costs, initial and final masonry costs, initial and final construction costs of plasterboard construction, initial and final cost of bathrooms, initial and final cost of flooring, initial and final cost of frames, initial and final cost of doors, initial and final cost of paint, and initial and final cost of kitchen construction. The first procedure that was employed was the radial basis function (RBF). The efficiency of the RBFNN model was evaluated and analyzed during training and testing, with up to 6% sum of squares error and nearly 0% relative error in the training sample, which accounted for roughly 70% of the total sample. The second procedure implemented was the method called the multi-layer perceptron (MLP). The efficiency of the MLPNN model was assessed and examined during training and testing; the training sample, which made up around 70% of the overall sample, had a relative error of 0–7% and a sum of squares error ranging from 1% to 5%, confirming specifically the efficacy of RBFNN in calculating the overall cost of renovations.

435. PREVALENCE OF OESOPHAGEAL PREMALIGNANT LESIONS AMONG PATIENTS REFERRED FOR GASTRO-OESOPHAGEAL-DUODENOSCOPY AT A TERTIARY CARE HOSPITAL IN NORTHERN, SRI LANKA

Abstract Background Oesophageal cancer is the second leading cause of cancer-related mortality in Sri Lanka, where a higher prevalence is found among Tamil-speaking Sri Lankans. Endoscopic screening with Lugol’s chromo endoscopy in high-incidence populations reduces mortality from oesophageal cancer. The objective of this study is to determine the prevalence of premalignant oesophageal lesions - squamous dysplasia and Barrett’s oesophagus and the associated risk factors among Tamil patients undergoing oesophageal-gastro-duodenoscopy (OGD). Methods Consecutive patients undergoing OGD for dyspeptic and gastric acid reflux symptoms were recruited. An interviewer-administered questionnaire was used for data collection. During OGD, the oesophagus was examined under white light imaging, narrow band imaging (NBI), and Lugol’s iodine chromo endoscopy. Biopsies were taken from abnormal mucosa and sent for pathological diagnosis. Statistical software SPSS (V25) was used to analyse the data. Results The study incorporates 410 participants. The majority (61.7%) were females and the median age was 57 (Interquartile range 21) years. On Endoscopy under white light and NBI 11.0%(n=45) had squamous neoplasia. Of them, 16.0% had Low grade dysplasia (LGD), 2.0% had invasive carcinoma and the remaining 82.0% had inflammatory or reactive changes. Endoscopic Barrett’s oesophagus (BO) was found in 17.0% (n=69) and 5.0% (n=19) had both endoscopic and histological confirmation of BO. Of them, 21.0% had LGD. In regression analysis, male gender was at higher risk for BO (OR- 1.251, 95%CI 0.420 – 3.730). Overall, 3.0% of the participants had premalignant lesions. Conclusions The prevalence of premalignant lesions in a symptomatic population was only 3.0%. Further studies with a larger number of targeted population is needed to assess the exact prevalence.

The Impact of Remote Work on Faculty Members’ Creativity; the Serial Mediating Role of Work-Life Balance and Psychological Well-Being

Purpose –The current study aims to thoroughly investigate the relationship between the implementation of remote work and the creativity of faculty members, while also exploring the serially mediating role of work-life balance and psychological well-being within this relationship. Design/methodology/approach –The quantitative data approach of conducting an online survey was utilized, and the survey was distributed via emails and social media platforms. Through convenience sampling there were a total of 378 participants consisting of faculty members working in Jordan. The IBM SPSS Statistics software (version 29) was used to analyze and process the collected data. In, to test the hypothesized directed relationships and facilitate the conduction of the mediation and serial mediation analyses, Hayse Process 4.1 (model 6) was also utilized. Findings – The study concluded that both work-life balance and psychological well-being have mediating roles in the relationship between remote work and creativity. Additionally, work-life balance and psychological well-being serially mediate the relationship between remote work and creativity. Originality/value –The current study contributes to the literature by investigating both the direct and indirect impacts of remote work on the creativity of faculty members, addressing the immature link and limited research on this relationship, as well as the lack of focus on the higher education sector.

Assessment of oral health status amongst postal employees of Bhubaneswar city: A cross-sectional study.

Upholding good dental health has wider effects on productivity and performance at work in addition to being crucial for individual well-being. Because it can affect both their personal well-being and productivity at work, post office workers' oral health is therefore a critical issue of concern. Hence, evaluating Bhubaneswar city post office workers' dental health is the study's aim. With the aid of the WHO 2013 oral health assessment form, a cross-sectional study involving 171 regular post office workers was undertaken. Using the Chi-square test and an ANOVA for pertinent variables, the data were analysed using SPSS statistical software version 27.0. Potential confounding variables were adjusted using multiple logistic regression analysis. The survey included a total of 171 post office personnel, of which 76.6% were men and 23.4% were women. The participants' periodontal health revealed that 67.7% had deep periodontal pockets, 18.7% had shallow ones, and 95.3% had bleeding gums. The mean DMFT of the study participants was 4.10 ± 3.149. Among post office workers, tobacco use and oral health conditions represent a crucial junction of variables that call for caution and preventative action.

Comparison of Proliferating Cell Nuclear Antigen (PCNA) Expression among Nasal Polyp and Chronic Rhinosinusitis

Background and objectiveChronic rhinosinusitis is a common inflammatory disorder in sinonasal mucosa that could be developed with or without nasal polyps. Cellular proliferation is suggested as a possible mechanism of nasal polyp development. However, conducted studies in this context are limited. So, the present study's aim is the comparison of proliferating cell nuclear antigen (PCNA) expression in nasal polyps and chronic rhinosinusitis. Materials and methodsIn this cross-sectional study, 70 nasal polyp and 60 chronic rhinosinusitis samples from patients referred to Mostafa Khomeini Hospital, Tehran from 2017 to 2022 were immunohistochemically stained by PCNA marker. The percentage of PCNA nuclear expression was determined in two groups and its association with the type of pathological lesion and the patient's age and sex was analyzed by SPSS statistic software version 24 statistical software (IBM Statistics, USA). ResultsThe mean percentage expression of PCNA in nasal polyp and chronic rhinosinusitis samples was 16.55 ± 13.66 and 17.58 ± 12.68 respectively (ranging from 0 to 57 in both groups) however, there was no significant statistical difference between the two groups (p = 0.479). No relationship was found between PCNA expression with age and sex in none of the chronic rhinosinusitis and nasal polyp groups. ConclusionProliferative activity of the nasal epithelial cell is similar in chronic rhinosinusitis with and without nasal polyps and it is considered that the increase of epithelial cell proliferative activity probably has no role in nasal polyp development in patients with chronic rhinosinusitis.

ROLE STRESS DAN TURNOVER INTENTION: STUDI EMPIRIS MENGGUNAKAN PERSPEKTIF TEORI PERAN

As professionals, Tax Consultants and their employees within a Tax Consulting Office (KKP) provide education, development, and thorough planning to ensure the successful implementation of tax obligations. Differences in opinions between taxpayers and fiscal authorities also represent situations where Tax Consultants and their employees cannot escape role stress in their jobs. This is due to boundary-spanning activities (BSA) that are highly susceptible to role stress. The experienced stress can trigger discomfort at work, thus increasing the desire to change jobs and seek other employment alternatives. In this context, turnover intentions can be triggered by role stress. The population in this study includes all Tax Consultants working at the Tax Consulting Offices (KKP) in Bali Province who hold a practice license. The sample was selected using the purposive sampling method. The selection criteria for the sample members were: (1) active status not limited by position, whether as Partner, Manager/Assistant Manager, Supervisor, or Junior Consultant; (2) a minimum of one year of employment. Primary data was gathered through questionnaires and then processed using SPSS statistical software to determine whether hypotheses were rejected or accepted. The variables used in the study will each be detailed in indicators and subsequently transformed into questionnaire items in the research instrument. Data collection involved questionnaires followed by validity and reliability tests. The data analysis technique used was multiple linear regression. The study's findings indicate that tax consultants' intentions to leave their jobs are affected by role conflict, role ambiguity, and role overload, partially and simultaneously.

Socioeconomic determinants of small and medium-sized dairy farms in the Ecuador-Colombia border area

The socioeconomic factors influencing small-scale dairy producers in the border area between Ecuador and Colombia were meticulously identified. Employing a non-experimental design, the study leveraged multivariate statistical analysis to discern key determinants. Data processing was executed using the statistical software SPSS v27, facilitating comprehensive analysis. A random survey was administered to 532 small and medium-scale dairy producers in the Carchi province of Ecuador, employing a structured questionnaire supplemented with a Likert scale for nuanced insights. Based on 35 original variables, seven determining factors were identified in dairy farms: political representation, adequate housing, equipment, innovation, empathy, profitability, social welfare, which combined explain 60.95% of the system’s variability. Such factors affect production, the level of household income, as well as their effect on the standard of living of households. Three groups were formed, the first with a low perception of economic development (Traditionalists 33.3%); the second with a better expectation of economic development (Modernizers 27.6%); and the third, identified with greater economic development (Innovators 10.3%). Each group presents cases with a low to high standard of living perspective. The groups have peculiarities in terms of their performance that can be applied to the entire population. A significant relation was established between socioeconomic factors and standard of living.

Role of minimal F-wave latency in the electrodiagnosis of polyneuropathy

Background and objective: Polyneuropathy is a debilitating condition that causes damage to more than two peripheral nerves in the body. The objective of this research was to detect the role of minimal F-wave latency as compared with other nerve conduction parameters for the electro-diagnosis of polyneuropathies. Methods: In this descriptive, prospective cross-sectional study, 80 consecutive patients with clinical diagnosis of polyneuropathy (both acute and chronic) between July and December 2023, presenting to the Neurology Department at King Edward Medical University were enrolled. Patients with clinical diagnosis of cervical/lumbar radiculopathies, plexopathies, compressive myelopathy , neuromuscular junction diseases, motor neuron disorders, or localized neuropathies were excluded from this research. NCS and EMG were carried out using conventional procedure. The results were recorded in the predesigned pro forma along with the history and demographic information. Statistical software SPSS 25.0 was used for the analysis of the recorded data. Results: F-wave abnormality was detected in 57 (71.3%) for median nerve, 57 (71.3%) for ulnar nerve, 79 (98.7%) for tibial nerve and in 79 (98.7%) patients for peroneal nerve. Nerve-specific motor nerve conduction study (MNCS) abnormality was found in 47 (58.8%) for median nerve, 43/80 (53.8%) for ulnar nerve, 59 (73.7%) for tibial nerve and in 57(71.3%) patients for peroneal nerve. Nerve-specific sensory nerve conduction study (SNCS) abnormality was present in 43 (53.3%) for median nerve, 43 (53.3%) for ulnar nerve, 50 (62.5%) for sural nerve, and in 49 (61.3%) patients for superficial peroneal nerve. Overall rate of abnormality was 85% for F-wave minimal latencies in comparison with 64% for MNCS and 56% for SNCS. Conclusion: Minimal F-wave latency can be an effective diagnostic parameter for detection of polyneuropathy. This can facilitate in early detection and management of polyneuropathy.

Congenital heart disease cardiac catheterization at Uganda Heart Institute, a 12-year retrospective study of immediate outcomes

BackgroundCardiac catheterization is an invasive diagnostic and treatment tool for congenital heart disease (CHD) with potential complications.ObjectiveTo describe the immediate outcomes of patients who underwent cardiac catheterization for CHD at the Uganda Heart Institute (UHI).MethodsThe study was a retrospective chart review of 857 patients who underwent cardiac catheterization for CHD at UHI from 1st February 2012 to 30th June 2023. Precardiac catheterization clinical data, procedure details, and post-procedure data were recorded. The statistical software SPSS was used for data analysis.ResultsWe studied 857 patients who underwent cardiac catheterization for CHD at UHI. Females comprised 62.8% (n = 528). The age range was 3 days to 64 years, with a mean of 5.1 years (SD 7.4). Advanced heart failure was present in 24(2.8%) of the study participants. The most common procedures were patent ductus arteriosus device closure (n = 500, 58.3%), diagnostic catheterization (n = 194, 22.5%), and balloon pulmonary valvuloplasty (n = 114, 13.0%). PDA device closure had 89.4% optimal results while BPV had 75.9% optimal performance outcome.Adverse events occurred in 52 out of 857 study participants (6.1%). Clinically meaningful adverse events (CMAES) occurred in 3.9%, (n = 33), high severity adverse events in 2.9% (n = 25) and mortality in 1.5% (n = 13).Advanced heart failure at the time of cardiac catheterization, was significantly associated with clinically meaningful adverse events (OR 52 p-value < 0.001) and mortality (OR 564, p value < 0.001).ConclusionMany patients with CHD have benefited from the cardiac catheterization program at UHI with high optimal procedure outcome results. Patients with advanced heart failure at the time of cardiac catheterization have less favorable outcomes emphasizing the need for early detection and early intervention.

Tumor size measurements predicted by digital mammography, ultrasonography, and magnetic resonance imaging in primary invasive breast cancer disease

Background and objective: The size of the tumor significantly influences the prognosis and treatment approach for breast cancer patients. The aim of this study was to find the most accurate imaging method for estimating pre-treatment tumor size in women with newly diagnosed primary invasive breast cancer by comparing the predicted tumor size obtained from mammography, ultrasonography, and magnetic resonance imaging with the pathologic size obtained from the surgical specimens. Methods: This cross-sectional study included 181 primary invasive breast cancer patients from September 2021 to March 2023. The difference in tumor size was evaluated based on imaging and pathological reports. Variables such as age, breast density, and tumor characteristics like histologic type, grade, location, and side were recorded and analyzed. The American College of Radiology Breast Imaging Reporting and Data System was used for reporting. Data analysis, performed using SPSS Statistics software, included descriptive statistics, Spearman's correlation coefficient, and Lin's index. The statistical significance level was set at P &lt;0.05. Results: The mean tumor size was 29.68, 29.07, 28.37, and 27.7mm by mammography, ultrasonography, magnetic resonance imaging, and pathology, respectively. All diagnostic procedures revealed a statistically significant correlation with pathologic tumor size with the Spearman correlation test, P = 0.000. MRI had the highest Lin’s concordance correlation coefficient (0.93). Conclusion: The study determined that all imaging modalities were accurate in estimating tumor size when compared to the gold standard of pathological specimens and that magnetic resonance imaging outperformed digital mammography and ultrasonography.

Comparison of Premature Ejaculation in Men with Focal Epilepsy and Generalized Tonic-Clonic Epilepsy

Background: Premature ejaculation (PE) is a sexual disorder in men with significant prevalence among neurology patients. Epilepsy is one such condition where the prevalence of PE has been notably high. Objectives: This study aimed to compare the prevalence of PE in men with focal epilepsy and generalized tonic-clonic seizures (GTCS). Methods: In this cross-sectional observational study, 200 patients with epilepsy were included, with 100 patients having focal epilepsy and 100 patients having GTCS. The study utilized the demographic profile form, Men’s Sexual Health Questionnaire (MSHQ), Sexual Quality of Life-Men (SQOL-M), and premature ejaculation diagnostic tool (PEDT). Patients who visited specialized clinics and hospitals and met the inclusion criteria were recruited. Data were then analyzed using SPSS statistical software. Results: The results showed that the mean (SD) age of patients in the focal epilepsy group was 30.18 (3.85). The mean (SD) scores for the MSHQ, SQOL-M, and PEDT tools were 51.81 (11.98), 34.75 (9.36), and 8.63 (4.79), respectively. Although the mean (SD) PE score in the focal epilepsy group was 9.17 (4.49), higher than that of the GTCS group at 8.09 (5.04), the difference was not statistically significant. Additionally, there was a significant relationship between the PEDT score, SQOL-M score, and MSHQ score (P &lt; 0.05). The MSHQ and SQOL-M scores were lower in patients with PE disorder. Conclusions: Sexual disorders, including PE, are significantly prevalent in both groups of patients with epilepsy. Therefore, it is essential to implement both pharmacological and non-pharmacological interventions to reduce the incidence of PE in these patients.

Effect of marination process with different formulation applied to beef on physio-chemical quality parameters and sensory properties of meat themed thesis

Marinating is a technique applied to soften, flavor and extend the shelf life of meat before cooking. In this study, it was aimed to determine the changes in physico-chemical quality parameters of beef marinated with juice and powder forms of red beet, black carrot and purple onion vegetables, which are rich in antioxidants, and to determine the level of consumer appreciation. Meat samples were marinated for 24 h at +4 °C using 1:1 immersion technique for vegetable juices and 10% massage technique for powder forms. Experimental and mixed methods were used in the study. As a result of the marinating process applied in the study, the interactions of color, cooking loss, texture (TPA), pH, dry matter, total phenolic matter and antioxidant activity content of meat samples in different forms of different materials (juice-powder), physico-chemical analyzes in different applications (raw-cooked) were examined. In addition, sensory analysis was carried out with a group of 28 semi-trained panelists for cooked meat samples. SPSS (26.0) statistical package program was used to analyze the data obtained. As a result of the research, all of the materials used in the marination process (red beet, black carrot and purple onion) showed acidic properties. In terms of total phenolic matter content, it was measured that the powder forms of the vegetables contained more total phenolic matter compared to the juice forms. The antioxidant activity content of the powdered vegetables was found to be higher than the juice formed ones.

Husbandry Practices, Reproductive and Production Performance of Indigenous Goats in Ahferom District of Central Tigray, Northern Ethiopia

The study, aimed to investigate indigenous goats’ husbandry practices, productive and reproductive performances, and constraints, was conducted in Ahferom district of central Tigray, Northern Ethiopia. Two peasant associations from midland and one from lowland in the district were purposively selected based on their potentiality. Simple random sampling technique was employed to select 147 smallholder goats’ keepers. A pretested semi-structured questionnaire was used to gather data. Focus group discussions (FGDs) were also held with knowledgeable farmers and key informants. The collected data were analyzed using SPSS statistical software Version 28.0. In the study area, goats were kept by farmers for sale (52.5%), home consumption (24.4%), saving (13.1%), manure (10%), and prestige (1.0%) in the midland. Nevertheless, goats were kept for sale (33.3%), home consumption (33.3%), saving (12.5%), manure (16.6%), and prestige (4.1%) in the lowland. Goats were mainly dependent on browsing plants in both wet and dry seasons. The overall sources of water in the study area were water wells (40.1%), hand pumps (32.7%), and ponds (27.2%). Most (89.8%) farmers used separate houses for their goats. The mean amount of milk produced/day from a lactating goat was estimated to be 0.2 liters. The overall mean litter size, age at first kidding and kidding interval were 2.350.59, 13.010.96 months and 7.440.76 months, respectively. Based on the FGDs with knowledgeable farmers and key informants, “litter size varied from parity to parity and increased as age advanced. At first, the litter size in most cases was single, increased to twins in middle age, and then remained constant after fourth and fifth parity”. Feed/land shortages, drought, diseases and parasites, inadequate extension support, predators and water shortages in descending orders were the most important identified problems. Designing sustainable improvement programs calls for understanding the husbandry practices and reproductive performance of goats in the study area

Depression among general outpatient department attendees in selected hospitals in Somalia: magnitude and associated factors

BackgroundDepressive disorders are among the common mental health conditions in the general outpatient setting and affect patients’ load and treatment outcomes. People who suffer from depression frequently consult general practitioners and prefer to attribute their symptoms to physical illness rather than mental illness. Little is known about the magnitude and associated factors of depression among patients attending general outpatient services in Somalia. The study aimed at determining the prevalence and associated factors of depression among them.MethodsThis is an institution-based cross-sectional study among randomly selected 422 patients who attended general outpatient services of two hospitals in Mogadishu. We applied three standardized instruments, such as the Somali version of the Patient Health Questionnaire (PHQ-9), the Oslo Social Support Scale (OSSS-3), and the Perceived Stress Scale-10 (PSS-10). We analyzed data using the statistical software SPSS version 29. We calculated prevalence and its 95% Confidence Interval (CI) and identified associated factors by bivariate and Multivariate analysis. We considered the association significant when p value is < 0.05.ResultsThe prevalence of depression symptoms was found to be 55% (95% CI 50–60%). The result also showed that 55.0% were females, 50.7% were aged between 26 and 44 years, 44.3% were single, 29.9% achieved tertiary education, and 44.3% were unemployed. Multivariate analysis established that age of between 26 and 44 years (aOR = 2.86, 95%CI:1.30–6.29, p = 0.009), being separated/divorced (aOR = 2.37, 95%CI: 1.16–4.82, p = 0.018), income level of ≤$100 (aOR = 3.71, 95% CI:1.36–10.09, p = 0.010), and high stress levels (aOR = 20.06, 95%CI:7.33–54.94, p < 0.001) were independent factors that significantly associated with depressive symptoms.ConclusionThis study found high levels of depression among patients attending outpatient clinics, with age, marital status, education level, income level, family history of psychiatry disorder, and stress level being key predictors. Regular screening among patients in outpatient clinics and proper referral are crucial in ensuring that those at high risk of depression are managed effectively.

استخدام وسائل التواصل الاجتماعي وأثرها على الأداء التنظيمي في المشاريع الصغيرة لرائدات الأعمال "مشروع CURA"

This study aimed to identify the impact of using social media on organizational performance in small projects for female entrepreneurs in the application of the CURA project. To achieve the study objectives, the quantitative approach was used, and the questionnaire was used as a tool to collect data from the intentional study sample, which consisted of 170 individuals on the CURA project. 124 questionnaires were retrieved with a response rate of 73%, and analyzed using the multiple variance test using the SPSS statistical analysis package. The results of the study concluded that there is a statistically significant positive impact of using social media on organizational performance in its dimensions (time to market - satisfaction - innovation) in the application of the CURA project. The study recommended the need to work on activating social media on the widest scale due to its great importance in communication processes and the tremendous development in modern applications, by finding specialists or specialized departments in small projects to care about social media and work to activate it in the best possible way.

Comparison of MRI Osteoarthritis Knee Score with Clinico-Radiological Grading

Abstract Background Knee joint osteoarthritis (OA) is among the most prevalent degenerative diseases of the joints in the body. Various scoring system exists for grading OA, such as (1) magnetic resonance imaging (MRI) Osteoarthritis Knee Score (MOAKS), (2) clinical grading by Western Ontario and McMaster Universities Arthritis Index (WOMAC), and (3) X-ray grading of the Kellgren–Lawrence grading system (K-L). Objectives To study MRI findings and MOAKS scoring of knee OA and correlation with WOMAC and K-L scoring. Setting and Design Cross-sectional study in hospital population. Methods and Material A total 40 knee OA cases underwent an MRI of the knee. MOAKS scoring was done and compared with K-L grading and WOMAC scores. Statistical Analysis Collected data were compiled systematically and interpreted using IBM SPSS statistics software 25.0. A p-value of less than 0.05 was considered significant. Results The mean total WOMAC score was 9. K-L grade 2 was the most prevalent X-ray grade. Bone marrow lesion (BML) and cartilage loss in MOAKS score were greater in the medial femorotibial region. A moderate positive correlation was noted between the WOMAC score and K-L grade; full-thickness articular cartilage loss score at the medial femorotibial joint (MFTJ) and WOMAC score; partial-thickness articular cartilage loss score at lateral femorotibial joint (LFTJ) and WOMAC total pain score. No correlation was found between BML and pain severity score. Conclusion Higher WOMAC scores were associated with higher grades of K-L scoring and score of cartilage loss (partial and full thickness) of the MOAKS scoring system. The rest of the features of the MOAKS score (BML score, osteophyte, and synovitis) had no significant association with pain severity and K-L grading.

Transforming in the Digital Era: Uncovering the Potential of Self-Reliance and Technology for the Success of New UT Students in Distance Learning

This study aims to analyze the influence of self-directed learning skills and technology use on the academic success of new students at Universitas Terbuka (UT). A quantitative research method was employed, using an online survey distributed to new students across various study programs. Data analysis was conducted using SPSS statistical software to obtain descriptive and inferential results. The findings indicate that both self-directed learning skills and technology use positively and significantly impact students' academic success. Among these factors, technology use has a greater influence. The combination of high self-directed learning skills and effective technology use significantly enhances learning outcomes. This study is limited to a sample of new students and utilizes a survey method. The implications of these findings suggest the need for developing more effective learning programs, educational policies supporting technology use, and additional academic support for new students. Recommendations for future research include providing specialized technology training, developing comprehensive orientation programs, and conducting studies with larger samples and qualitative approaches for deeper insights.