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Machine and Deep Learning as Perceived by Academic Teaching Staff at Faculty of Nursing in Assuit University

Research Abstract

This study investigated the perception of machine and deep learning among academic teachingstaff at Assiut University's Faculty of Nursing. Defining machine learning as a subset of artificial intelligence and deep learning as multi-layered neural networks, the study employeda descriptive cross-sectional design. A convenience sample of teaching and assistant teachingstaff completed questionnaires about their personal and job characteristics, as well as their understanding of machine and deep learning. The results showed a significant difference inperception: The vast majority of assistant teaching staff reported satisfactory understanding, compared to more than half of teaching staff reporting unsatisfactory understanding(P=0.001). The study concluded that assistant teaching staff demonstrated a significantlyhigher level of satisfaction and understanding of machine and deep learning comparedtoteaching staff, with statistically significant differences across all measured dimensions. Theresearchers recommended implementing educational programs for professors and assistant professors to improve their knowledge of these technologies, and for educational institutions to use this information to inform hiring, training, and evaluation practices, as well as theapplication of these technologies in the teaching process.

Research Authors
Hanaa Mohamed Ahmed 1, Samah Mohamed Abd Allah 2 , Hanan Abd Allah Abozeid 3 &Martha Melek Labieb 4
Research Date
Research Department
Research Journal
Egyptian Journal of Health Care
Research Member
Research Pages
749-764
Research Publisher
Hanaa Mohamed Ahmed
Research Vol
Vol.16No.1
Research Year
2025

Intramedullary Nailing of Femoral Shaft Fractures Patients: Impact of Nursing Rehabilitation Protocol on Complications and Lower Extremity Function

Research Abstract

Background: Intramedullary nailing is a common method of treatment for femoral shaft fractures. Aim: To evaluate impact of nursing rehabilitation protocol on complications and lower extremity function of intramedullary nailing of femoral shaft fractures patients. Research design: quasi-experimental research design. Setting: Trauma unit and orthopedic outpatient clinics at Assiut University Hospital. Sample: A convenient sample of one hundred patients aged 18–75 years old and from both sexes with intramedullary nails was divided into two equal groups (50 for each group). Tools: I, "A structured interview-based femoral shaft intramedullary nailing questionnaire," II, "Postoperative complications assessment questionnaire following femoral intramedullary nailing surgery," and III, "Lower Extremity Functional Scale." Results: There was a statistically significant difference between the study and the control group regarding the occurrence of some complications and the total mean score of the lower extremity functional scale during follow up periods after application of the nursing rehabilitation protocol post-intramedullary nailing (p-value = 0.001**, 0.005**, respectively). Conclusion: Nursing rehabilitation protocol has a positive effect on reducing complications and improving lower extremity function after intramedullary nailing. Recommendations: Rehabilitation protocol is recommended to be an integral part of the preoperative nursing teaching for patients undergoing intramedullary nailing surgery, and a booklet should be available at the trauma unit and orthopedic outpatient clinic as a reference. Keywords: Complications, Intramedullary Nailing, Lower Extremity Function, Rehabilitation.

Research Authors
Ghada Hassan Ahmed 1 , Mervat Abd El-Fatah Ismael 2 , Samia Youssef Sayed 3 , Hanan Abd Allah Abozeid 4 , Martha Melek Labieb 5
Research Date
Research Department
Research Journal
Egyptian Journal of Health Care
Research Member
Research Pages
1110-1123
Research Publisher
martha melek
Research Vol
Vol. 14. No. 4
Research Year
2023

Navigating stress: workplace resilience and mental health nursing in Egyptian psychiatric hospitals

Research Abstract

Mental health nurses encounter distinctive occupational challenges that significantly influence their psychological well-being and resilience capacity. These challenges include managing patients with complex mental health conditions, navigating high-stress clinical environments, and addressing the substantial emotional demands inherent in psychiatric nursing practice. This study aimed to assess the psychological well-being and workplace resilience of nurses employed in mental health hospitals in Upper Egypt and to identify factors associated with these outcomes.

Research Authors
Gellan K. Ahmed, Naglaa Abd El-Megied, Maria Adel Thabet Azer, Doaa Mazen Abdel-Salam & Azza Mohamed Abd El-Aziz
Research Date
Research Department
Research Journal
BMC nursing
Research Publisher
BioMed Central
Research Rank
Q1
Research Website
https://link.springer.com/article/10.1186/s12912-026-04434-0
Research Year
2026

Bacterial Profiling and Antibiotic Resistance Pattern of Uropathogens Isolated From Adolescent Girls With Bacteriuria: A Cross‐Sectional Study

Research Abstract

Background and Aims

Urinary tract infections (UTIs) are prevalent among adolescent girls. Therefore, effective promotional campaigns are crucial for conveying accurate information. This study aimed to assess the prevalence and the antimicrobial profiling of the isolated uropathogens among 354 adolescent girls.

Methods

This is a cross-sectional research study design. We included a sample of 354 adolescent girls from four preparatory schools. Data was collected in two phases. The first phase used a structured interview questionnaire. The second phase included determining the prevalence of uropathogens among adolescent girls with symptomatic or asymptomatic bacteriuria. Phenotypic identification of isolated species and antimicrobial profiling to determine if there are multiple drug resistance (MDR) patterns.

Results

We observed that 28% of adolescent girls were infected with UTIs. The multiple drug resistance (MDR) uropathogens among isolated Gram-negative species were 31.8%. About 20.5% of Escherichia coli, 40% of Klebsiella pneumoniae, 30% of Pseudomonas aeruginosa, 50% of Proteus mirabilis, 100% of Acinetobacter baumannii, and 14.2% of Staphylococcus aureus were multiple drug resistance (MDR). Extended-Spectrum Beta-Lactamase (ESBL) production among Gram-negative isolates was 18.1%, and they were 10.2% in E. coli, 20% in K. pneumoniae, 20% in P. aeruginosa, 50% in P. mirabilis, and 100% in A. baumannii. Among the Gram-positive isolates (29%), S. aureus isolates were Methicillin-Resistant Staphylococcus aureus (MRSA). There were significant effects with mother education, father occupation, and social class with p-values of < 0.001, 0.006, and 0.03.

Conclusion

UTIs are a major health issue among adolescent girls, with a 28% prevalence. The drug resistance rate of Gram-negative isolates was high for ampicillin, as well as Gram-positive isolates; especially MRSA showed high resistance to penicillin. So, we recommend future continuous screening measures for UTIs among adolescent girls in community settings.

Research Authors
Shimaa Abdelrahim Khalaf, Mona Gamal Mohamed, Amal A Elkhawaga, Iftekhar Ahmed, Md Rabiul Islam, Shaimaa M Goda
Research Date
Research Department
Research Journal
Health Science Reports
Research Member
Research Pages
e72104
Research Vol
9(3)
Research Year
2026

[PDF] from ekb.eg Occupational Health Hazards Prevalence, Knowledge, Attitude and Practice among Butchers at Assiut District and City

Research Abstract

ackground: Workers in slaughterhouses engaging in unhygienic practices create conducive environments for zoonoses and meat contamination. Knowledge of hygiene practices and their determinants provides evidence for the design of targeted interventions. Aim: To assess occupational health hazards prevalence, knowledge, attitude and practice among butchers at Assiut District and City. Subjects and method; Study design: A community-based descriptive, cross-sectional design was used. Setting: Butchers’ shops in Assiut District and City. Sample: Included 350 people working in butcher profession: Study tools: Three tools were included in this study; Tool (I): A structured interview sheet consisted of five sections; personal characteristics, work related data, work environment assessment, reported occupational health problems, and butchers' knowledge. Tool (II): Butchers' attitude regarding occupational health hazards. Tool (III): Butchers’ practice observational checklist. Results: It was found that 45.1% of butchers aged<40 years, 40.9% had secondary education, 45.7% had fair level of knowledge with significance relation with education, residence, and nature of work. Also, 78.9% of them had a positive attitude with positive links with education, residence and receiving training courses and 70.0% of them had satisfactory practices which correlated with education, residence and work experience. Conclusion: Butchers had a fair level of knowledge, positive attitude and satisfactory level of practices regarding occupational hazards. Recommendations: Health education program regarding occupational safety and the importance of protective …

Research Authors
ayza M Mohammed, Shaimaa M Goda, Shaimaa A Khalaf
Research Department
Research Journal
International Egyptian Journal of Nursing Sciences and Research
Research Member
Research Pages
21-41
Research Publisher
Kafrelsheikh University, Faculty of Nursing
Research Vol
6(1)
Research Year
2025

Relation between Climate Changes, Quality of Life and Psychological Status among Assiut Population: Online Based Survey

Research Authors
ona Fawzy Hussein, Safaa R Osman, Naglaa Abd El Megied, Shaimaa Mohammed Goda, Shymaa Mohammed Sayed Hassan
Research Date
Research Department
Research Journal
Assiut Scientific Nursing Journal
Research Member
Research Pages
364-373
Research Publisher
Faculty Of nursig
Research Vol
11(40)
Research Year
2023

Effectiveness of the Educational Program Regarding Eating Disorders among Girl Students at Preparatory Schools in Assiut City

Research Abstract

Abstract
Background: Eating disorders (EDs) are a major public health issue faced by female students. The aim of this study was to evaluate the effectiveness of the educational program regarding eating disorders among Preparatory School Girls. Methods: The study employed a quasi-experimental research design. The study focused on four randomly selected secondary girls' schools in Assiut City, selected through a simple random sampling method. Multi stage random sample was used in this study. The sample size was 376 students. Data was collected using a self-administered structured questionnaire which included demographic characteristics of students, Body Mass Index, assess the students' knowledge regarding eating disorders, The Eating Disorder Examination Questionnaire. Results: the study comprises younger adolescents aged 11-13 years (61.4%), with a significant majority residing in urban areas (97.1%), 16.3 % of them had eating disorders, 76.1% of participants following a non-vegetarian diet and 23.9% adhering to vegetarianism. the examined girls initially possessed inadequate knowledge (93.3%), following the program, three-quarters of them (75.0%) transited to a state of good knowledge. No significant differences were found between demographic characteristic in both pre and post-test knowledge scores. Conclusion: The findings indicate an improvement in knowledge scores and a positive effect on reducing concerns and behaviors associated with eating disorders. Recommendation: Further studies on larger sample size among different groups and settings are needed for generalization of the study.
Keywords: Adolescent Girls, Eating Disorders & Educational Program

Research Authors
Shaimaa M. Goda1, Naglaa Mohammed Amein Ghanem2 & Safaa R. Osman3
Research Department
Research Journal
Assiut Scientific Nursing Journal
Research Member
Research Pages
150:162
Research Publisher
Faculty Of nursig
Research Vol
Vol, (12) No, (43 ),
Research Year
March, 2024

Effectiveness of a Nursing Education Program on Pregnant Women’s Knowledge and Practices of Breast Milk Expression and Infant Cup Feeding

Research Abstract

Background: Promoting breast milk expression and cup feeding supports maternal and child health by reducing dependence on formulas, thereby minimizing associated health risks and financial costs. Objective(s): This study aims to evaluate the effectiveness of a nursing education program on breast milk expression and infant cup feeding among pregnant women. Methods: A quasi-experimental pre/post-test design study was conducted in two maternal and child health centers with 422 pregnant women. The study utilized an interview questionnaire assessing personal data, knowledge of breast milk expression and storage, and an observational checklist for expression steps and cup feeding. The educational program was developed based on a comprehensive literature review and delivered through group sessions (12–14 participants per session) using videos, printed handouts, and structured practical demonstrations with researcher-designed breast and infant models and sterile storage bottles. Immediate post-intervention assessment was performed to evaluate improvement in participants’ knowledge and reported practices. Results: Nearly half (46.9%) of participants were aged 25-35 years. Before the intervention, only 29.4% of the pregnant women were aware that breast milk can be stored, 1.9% knew the correct duration for storage at room temperature, and 4.0% were able to correctly label and store expressed milk. Practical skills were also lacking, with just 4.2% using the correct expression technique, 6.2% practicing proper hygiene, and only 4.5% tracking daily milk intake. Post-intervention, the total knowledge score significantly improved from 10.18 ± 5.14 to 19.11 ± 3.11 (p < 0.001). The mean score for breast milk expression steps increased from 3.35 ± 1.92 to 7.12 ± 1.42 (p < 0.001), while cup feeding practice scores rose from 3.92 ± 2.75 to 5.34 ± 1.08 (p < 0.001). Conclusion: The study highlights a significant improvement in the knowledge and practice of breast milk expression and cup feeding among pregnant women following the intervention. The total knowledge score, as well as the practice scores for expressing breast milk and cup feeding, showed a statistically significant increase post-test. Keywords: Breast milk expression, Cup feeding, Pregnant women

Research Authors
Safaa R. Osman ¥, Shaimaa M. Goda
Research Date
Research Department
Research Journal
Journal of High Institute of Public Health
Research Member
Research Pages
94-103.
Research Vol
55(2):
Research Year
2025

Health Education Program Regarding Urinary Tract Infection among Adolescent Girls

Research Abstract

Abstract:
Background: Urinary tract infection, which are thought to be the second most frequent illness affecting people from childhood to old age and are primarily found in females, are currently the biggest public health issue in terms of morbidity and financial cost. Aim: To evaluate the effect of the health education program regarding urinary tract infection prevalence, knowledge and self-reported practices among adolescent girls at Assiut City. Subjects and Method; Study design: Quasi-experimental pre/posttest research design. Setting: Four preparatory schools was selected. Sample: 354 adolescent girls. Tools: Eight components made up a structured interview questionnaire: Sociodemographic data, body mass index, medical history, self-reported symptoms, nutritional habits, health hygienic practices, prevalence of urinary tract infection, and knowledge of urinary tract infection pre and post the educational program. Results: It was found that 28% of adolescent girls are infected with urinary tract infection, 68% complained from flank pain as the most symptoms. There was an association between urinary tract infection and mother education, father occupation, body mass index, presence of chronic disease and social class. Also, 89.3% had poor knowledge pre the intervention with significant improvement after the application of the health education program, 63.8% had improper reported hygienic practices and 71% had unsatisfactory reported nutritional health habits. Conclusion: The health education program related to urinary tract infection was effective among the adolescent girls to improve their knowledge. Recommendations: Continuous health education programs for adolescent girls about prevention of urinary tract infection are very essential.
Keywords: Adolescent girls, Health education program & Urinary Tract Infection.

Research Authors
Shaimaa M. Goda1, Shimaa A. Khalaf2, Amal A. Elkhawaga3 & Fayza M. Mohammed4
Research Date
Research Department
Research Journal
Assiut Scientific Nursing Journal
Research Member
Research Pages
(22 - 36)
Research Vol
Vol, (13) No, (53),
Research Year
September, 2025,

Parental Awareness about Cryptosporidium, Related Health behaviors, Risks and Self -reported Morbidities in Swimming Pools at Assiut City

Research Abstract

Abstract
Background
Cryptosporidium is a protozoan parasite that causes diarrhea and affects
individuals of all ages. Parents of children who use swimming pools play a crucial
role in minimizing transmission by encouraging and modeling healthy practices
Aim: assess parental awareness about cryptosporidium, related health behaviors,
risks and self -reported morbidities in swimming pools at Assiut city. Methods:
Descriptive study was used in this study, non-probability purposive sampling
technique on 235 parents in 4 swimming pools. Data was collected using a selfadministered
structured questionnaire which included socio-demographic, parental
awareness about cryptosporidium, related health behaviors, risks, self-reported
symptoms and morbidities in swimming pools. Results: the study revealed that
62.6% of parents have unsatisfactory total knowledge level about cryptosporidium,
related health behaviors and risks while 37.4% of them get satisfactory level of
knowledge. Self -reported morbidities was 41.3 % of participants have mild
morbidity during swimming. Positive significant correlation between knowledge
about cryptosporidium and health risks among swimming pool users’ parents.
Conclusion: there was unsatisfactory knowledge about cryptosporidium, related
health behaviors and risks. Recommendation: Educational programs should be
implemented to improve knowledge of swimming pool attendance about
cryptosporidiosis and preventive measures.
Key Words: Cryptosporidium, Health behaviors, Parental awareness, Risks, Self -
reported morbidities, Swimming pools.

Research Authors
Shaimaa Gh. Ali 1, Asmaa A. Ibrahim2, Shaimaa M. Goda3
Research Date
Research Department
Research Journal
Tanta Scientific Nursing Journal
Research Member
Research Pages
210:228
Research Vol
Vol. 40. No. 1(Suppl 1),
Research Year
February 2026
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