Leena R. Baghdadi’s research while affiliated with King Saud University and other places

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Publications (7)


Flowchart of the methodology of this study.
Parental insight about child safety and helmet usage.
Sociodemographic characteristics of parents and children, n = * 492.
(a) Parents' bicycle riding behavior, n = 161. (b) Helmet use behavior.
Association between belief and helmet usage.Require Child to Wear a Helmet Regardless of Their Preference

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Children Wearing Bicycle Helmets Influenced by Their Parents’ Safety Perception as Adults and Children
  • Article
  • Full-text available

February 2025

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38 Reads

Leena R. Baghdadi

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Razan A. Alotaibi

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Layan A. Aldoukhi

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[...]

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Alhnouf H. Alyami

Purpose: Cycling is a popular activity for children aged 5–14 years and has a notable risk of head injuries. Extensive evidence shows that bicycle helmets can reduce the severity of head injuries and prevent fatalities. The current study examines the prevalence of bicycle helmet use among children (aged 5–17 years) in Saudi Arabia, parents’ attitudes and safety perceptions toward children’s bicycle helmets, and factors that influence parents’ decisions regarding their children’s bicycle helmets. Methods: This study used an analytical cross-sectional design via a validated questionnaire to examine parents’ attitudes toward helmet use for their children (aged 5–17 years) in Saudi Arabia. The study, which was carried out from September 2023 to September 2024, involved 492 participants (69.5% mothers and 30.5% fathers), and they were recruited from all regions of Saudi Arabia. A validated and translated questionnaire was used to assess helmet usage attitudes, considering demographic factors and potential confounders. Results: Approximately 60% of children wear helmets while cycling, despite a high mean attitude score of 5.49 (SD = 0.91), with 93.3% of respondents expressing strong support for mandatory helmet laws. While belief (mean (M) = 5.45) and knowledge (M = 4.63) scores were also high, they did not correlate with actual helmet use. Strong helmet regulations significantly increased usage rates (>80%). Helmet ownership and parental helmet-wearing habits were associated with higher usage among children, with mothers showing greater usage rates for younger children than fathers. Regression analyses indicated that parents who wore helmets as children were 5.85 times more likely to have their children wear helmets and parents who wore helmets themselves were 7.98 times more likely to ensure that their oldest child did so. Conclusions: While parents have positive attitudes toward helmet safety, actual helmet usage among children measures at approximately 60%. Sustainable helmet regulations and parental modeling, especially for parents who wear helmets, are crucial for improving safety.

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Factorial coefficients after rotation of the 13 items from the SEC-QOL questionnaire.
Risk factors for higher SEC-QOL scores.
Cont.
Risk Factors for Low Quality of Life among Women Using Different Types of Contraceptives in Saudi Arabia: A Questionnaire-Based Study

September 2024

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66 Reads

This study aimed to assess and identify the risks for poor quality of life among female Saudi contraceptive users by administering an online questionnaire. The validity of the Arabic version of the Spanish Society of Contraception Quality of Life (SEC-QOL) questionnaire was assessed by incorporating the relevant items into an exploratory factor analysis and a subsequent confirmatory factor analysis. Internal consistency was assessed using Cronbach’s alpha coefficient. p < 0.05 was statistically significant. Questionnaires completed by 652 eligible women were analyzed. The most common contraception method was oral pills (51.5% of respondents). Analysis of the internal consistency of the questionnaire revealed that overall reliability was >0.7, which is considered adequate (Cronbach’s alpha = 0.845). Analysis of risk factors associated with higher overall SEC-QOL scores (worse overall quality of life) revealed several statistically significant variables. A “not good” relationship with their husbands, “heavy” menstrual flow, and premenstrual breast symptoms (breast pain, hypersensitivity, and increased size) were identified as risk factors for poor quality of life due to their association with the highest scores (poor quality of life). The Arabic version of the modified SEC-QOL is a valid and reliable tool to measure the quality of life of Saudi contraceptive users.


Patients' Attitudes Toward the Use of Artificial Intelligence as a Diagnostic Tool in Radiology in Saudi Arabia: Cross-Sectional Study

August 2024

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30 Reads

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4 Citations

JMIR Human Factors

Background Artificial intelligence (AI) is widely used in various medical fields, including diagnostic radiology as a tool for greater efficiency, precision, and accuracy. The integration of AI as a radiological diagnostic tool has the potential to mitigate delays in diagnosis, which could, in turn, impact patients’ prognosis and treatment outcomes. The literature shows conflicting results regarding patients’ attitudes to AI as a diagnostic tool. To the best of our knowledge, no similar study has been conducted in Saudi Arabia. Objective The objectives of this study are to examine patients’ attitudes toward the use of AI as a tool in diagnostic radiology at King Khalid University Hospital, Saudi Arabia. Additionally, we sought to explore potential associations between patients’ attitudes and various sociodemographic factors. Methods This descriptive-analytical cross-sectional study was conducted in a tertiary care hospital. Data were collected from patients scheduled for radiological imaging through a validated self-administered questionnaire. The main outcome was to measure patients’ attitudes to the use of AI in radiology by calculating mean scores of 5 factors, distrust and accountability (factor 1), procedural knowledge (factor 2), personal interaction and communication (factor 3), efficiency (factor 4), and methods of providing information to patients (factor 5). Data were analyzed using the student t test, one-way analysis of variance followed by post hoc and multivariable analysis. Results A total of 382 participants (n=273, 71.5% women and n=109, 28.5% men) completed the surveys and were included in the analysis. The mean age of the respondents was 39.51 (SD 13.26) years. Participants favored physicians over AI for procedural knowledge, personal interaction, and being informed. However, the participants demonstrated a neutral attitude for distrust and accountability and for efficiency. Marital status was found to be associated with distrust and accountability, procedural knowledge, and personal interaction. Associations were also found between self-reported health status and being informed and between the field of specialization and distrust and accountability. Conclusions Patients were keen to understand the work of AI in radiology but favored personal interaction with a radiologist. Patients were impartial toward AI replacing radiologists and the efficiency of AI, which should be a consideration in future policy development and integration. Future research involving multicenter studies in different regions of Saudi Arabia is required.


Medications used for the dialysis patients (N = 78).
Cont.
Barriers to medication adherence scores among dialysis patients.
Univariate linear regression for factors affecting adherence scores.
Multiple linear regression for factors affecting the adherence score.
Medication Adherence Barriers and Their Relationship to Health Determinants for Saudi Pediatric Dialysis Patients

February 2024

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47 Reads

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3 Citations

Medication adherence is critical for the treatment and improved outcomes of chronic diseases. However, there is little research on the medication adherence of pediatric dialysis patients in Saudi Arabia. This study examines medication adherence barriers and their relationship to health determinants among Saudi children on dialysis, to enhance treatment success. We conducted a hospital-based, cross-sectional survey of pediatric dialysis patients using a simple random sampling technique. There is a trend of higher medication adherence for peritoneal dialysis patients compared with hemodialysis patients (36.1 ± 12.9 vs. 34.7 ± 8.3, p = 0.07). The leading barriers to medication adherence for all patients included being tired of taking the medication (score = 3.0256), not feeling like taking the medicine sometimes (score = 2.7436), bad taste (score = 2.5513), and forgetfulness (score = 2.41). Determinants of health were associated with medication adherence. Lack of education (56.4%) (some children underage for school) and chronic disease requirements (16.7%) were common barriers. After adjusting for the common confounders, the adherence scores increased significantly with increasing patient age (β = 2.378, p < 0.001), patients with working parents (β = 8.726, p = 0.011), and those living outside Riyadh (β = 19.198, p < 0.001). Medication adherence among pediatric dialysis patients is influenced by sociodemographic factors, health systems, and access to care. Evidence-based targeted interventions can increase medication adherence in this group on frequent dialysis. Future efforts should utilize systematic frameworks and digital health technologies to provide quality alternatives to improve medication adherence.


Varicose vein risk scores and their associations with sociodemographic factors and medical conditions.
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Prevalence of varicose vein risk scores and their associations according to lifestyle factors.
Prevalence of varicose vein risk scores and their variation according to occupational risk factors.
Multivariable-adjusted binary logistic regression predicting moderate/high risk of varicose veins.
Prevalence of Varicose Veins and Its Risk Factors among Nurses Working at King Khalid University Hospital Riyadh, Saudi Arabia: A Cross-Sectional Study

December 2023

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380 Reads

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3 Citations

This quantitative observational cross-sectional study assessed the prevalence and level of risk scores for varicose veins among nurses, and the association between varicose veins and sociodemographic, occupational, and lifestyle risk factors. Using simple random sampling, from August–December 2022, 250 nurses from different departments at King Khalid University Hospital completed a validated self-administered questionnaire and underwent an observational physical examination. Most nurses (191) had low-risk scores for varicose veins, 46 nurses had moderate-risk scores, and 13 nurses had high-risk scores. From the outpatient clinics, 61.5% of nurses had significant high-risk scores for varicose veins. Those with a statistically significant association had a family history of varicose veins (p < 0.001) and other chronic medical conditions (p = 0.04). Physical activity, especially race-walking/running (p = 0.006), showed a statistically significant association with the varicose veins score. The years as a staff nurse were statistically significant among the occupational risk factors (p = 0.003). The adjusted multivariable regression model showed three significant predictors: a positive family history, running/walking, and total years as a staff nurse (p < 0.001, p = 0.02, and p < 0.001, respectively). Nurses working at outpatient clinics, positive family history, years as a staff nurse, and other chronic conditions are risk factors for varicose veins, while race-walking/running is a protective factor.


Patients’ Attitudes Toward the Use of Artificial Intelligence as a Diagnostic Tool in Radiology in Saudi Arabia: Cross-Sectional Study (Preprint)

September 2023

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1 Read

BACKGROUND Artificial intelligence (AI) is widely used in various medical fields, including diagnostic radiology as a tool for greater efficiency, precision, and accuracy. The integration of AI as a radiological diagnostic tool has the potential to mitigate delays in diagnosis, which could, in turn, impact patients’ prognosis and treatment outcomes. The literature shows conflicting results regarding patients’ attitudes to AI as a diagnostic tool. To the best of our knowledge, no similar study has been conducted in Saudi Arabia. OBJECTIVE The objectives of this study are to examine patients’ attitudes toward the use of AI as a tool in diagnostic radiology at King Khalid University Hospital, Saudi Arabia. Additionally, we sought to explore potential associations between patients’ attitudes and various sociodemographic factors. METHODS This descriptive-analytical cross-sectional study was conducted in a tertiary care hospital. Data were collected from patients scheduled for radiological imaging through a validated self-administered questionnaire. The main outcome was to measure patients’ attitudes to the use of AI in radiology by calculating mean scores of 5 factors, distrust and accountability (factor 1), procedural knowledge (factor 2), personal interaction and communication (factor 3), efficiency (factor 4), and methods of providing information to patients (factor 5). Data were analyzed using the student t test, one-way analysis of variance followed by post hoc and multivariable analysis. RESULTS A total of 382 participants (n=273, 71.5% women and n=109, 28.5% men) completed the surveys and were included in the analysis. The mean age of the respondents was 39.51 (SD 13.26) years. Participants favored physicians over AI for procedural knowledge, personal interaction, and being informed. However, the participants demonstrated a neutral attitude for distrust and accountability and for efficiency. Marital status was found to be associated with distrust and accountability, procedural knowledge, and personal interaction. Associations were also found between self-reported health status and being informed and between the field of specialization and distrust and accountability. CONCLUSIONS Patients were keen to understand the work of AI in radiology but favored personal interaction with a radiologist. Patients were impartial toward AI replacing radiologists and the efficiency of AI, which should be a consideration in future policy development and integration. Future research involving multicenter studies in different regions of Saudi Arabia is required.


Distribution of sociodemographic and clinical characteristics of study participants N=95 (not improved and improved patients)
Distribution of seizures and diet history for children on ketogenic diets (N=95)
Univariate and multivariate logistic regression to assess factors contributing to decrease in seizures
Effect of a ketogenic diet on decrease of seizures in refractory epilepsy among children (infancy to 14 years old) in Saudi Arabia: a cross-sectional study

September 2023

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31 Reads

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5 Citations

Translational Pediatrics

Background Refractory (intractable/pharmaco-resistant) epilepsy in children is considered if disabling seizures continue despite appropriate trials of two anti-seizure drugs, either alone or in combination. Ketogenic diets are used as a treatment option in many countries for children with refractory seizures; however, few patients have tried it in Saudi Arabia. Therefore, we examined the relationship between the exposure to a ketogenic diet and its effect in decreasing seizure frequency in infants and children up to 14 years who had refractory epilepsy and assessed factors that could improve the outcome of seizures. Methods This cross-sectional study was conducted at King Fahad Medical City, Riyadh, Saudi Arabia. Data were collected by reviewing medical records of eligible children (infants and children up to 14 years old) with refractory epilepsy who were on ketogenic diets. Socioeconomic data of the parents (guardians) were collected via phone interviews after verbal consent from the parents (guardians). Results We recruited 95 children (aged 10 months to 14 years) with refractory epilepsy and on Ketogenic diets. Up to 44% of patients on 3:1 and 4.5:1 ratio ketogenic diets had decreased seizure frequency while patients on 1:1 and 2:1 ratio ketogenic diets showed no decrease in seizures. Patients with generalized epilepsy who were on ketogenic diets had the most improvement in seizure outcomes (56.1%) and patients on ketogenic diets who were ambulatory indoors and outdoors (66.7%) showed a high level of improvement in seizure outcomes compared to patients with who were non-ambulatory (21.9%). Lower improvements in seizure frequency in epileptic patients on ketogenic diets were associated with low education levels of parents (33.3% high school vs. 50% undergraduate school), low incomes [<11,400±7,560.864 Saudi riyal (SR)], and diagnosis of seizures in patients >8 years old. Conclusions Ketogenic diets are a promising approach for treatment of refractory epilepsy among children. The improvement in seizure outcomes was associated with higher ratios of ketogenic diets (3:1 and 4.5:1), and higher physical activity. Sociodemographic factors, including parents’ (guardians’) education levels and income influenced the improvement of seizures.

Citations (4)


... Moreover, a study by Liu et al. revealed that individual characteristics significantly influenced patients' continuance intention to use AI-powered service robots in hospitals [10]. Furthermore, patients' attitudes toward the use of AI have been shown to vary according to their marital status [24]. These findings underscore the importance of considering demographic variables when investigating technology acceptance, such as robots in healthcare. ...

Reference:

Are nurses and patients willing to work with service robots in healthcare? A mixed-methods study
Patients' Attitudes Toward the Use of Artificial Intelligence as a Diagnostic Tool in Radiology in Saudi Arabia: Cross-Sectional Study

JMIR Human Factors

... Managing chronic diseases in children, including CKD, requires consistent care, including special dietary restrictions, fluid management, and close health monitoring. In addition, children with chronic diseases often face significant emotional and psychological challenges, such as the stress of undergoing routine care, uncertainty about their health condition, and substantial lifestyle changes (Aier, Pais, & Raman, 2021;Baghdadi & Alsaiady, 2024;Tanjung, Agustini, & Wanda, 2023). Parents also experience stress in ensuring their child's adherence to treatment, maintaining proper nutrition, and supporting their child's mental health. ...

Medication Adherence Barriers and Their Relationship to Health Determinants for Saudi Pediatric Dialysis Patients

... This pathology is more often found in teachers, hairdressers, sellers, medical workers and people of other professions whose activities are associated with long hours of standing. During standing, the venous pressure in the ankle, created by the column of blood, can reach 100 mm Hg [74,75]. ...

Prevalence of Varicose Veins and Its Risk Factors among Nurses Working at King Khalid University Hospital Riyadh, Saudi Arabia: A Cross-Sectional Study

... Furthermore, a recent study demonstrated significant seizure reduction and cognitive improvement among children on a classical KD, reaffirming its potential in managing refractory epilepsy [6]. Similarly, another study found that a modified ketogenic approach resulted in improved seizure control and quality of life in children with intractable epilepsy, highlighting its adaptability across different age groups [7]. A systematic review emphasized the diet's ability to reduce seizure frequency without compromising growth or development, even in pediatric populations with severe epilepsy [8]. ...

Effect of a ketogenic diet on decrease of seizures in refractory epilepsy among children (infancy to 14 years old) in Saudi Arabia: a cross-sectional study

Translational Pediatrics