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Prevalence and Socio-Demographic and Hygiene Factors Influencing Impetigo in Saudi Arabian Children: A Cross-Sectional Investigation

Authors Aleid AM, Nukaly HY ORCID logo, Almunahi LK ORCID logo, Albwah AA, AL- Balawi RMD, AlRashdi MH, Alkhars OA, Alrasheeday AM, Alshammari B ORCID logo, Alabbasi Y ORCID logo, Al Mutair A ORCID logo

Received 17 June 2024

Accepted for publication 23 October 2024

Published 21 November 2024 Volume 2024:17 Pages 2635—2648

DOI https://doi.org/10.2147/CCID.S472228

Checked for plagiarism Yes

Review by Single anonymous peer review

Peer reviewer comments 2

Editor who approved publication: Dr Jeffrey Weinberg



Ali M Aleid,1 Houriah Y Nukaly,2 Lina K Almunahi,3 Ahood A Albwah,4 Rahaf Masoud D AL- Balawi,5 Mohsen H AlRashdi,6 Ola A Alkhars,7 Awatif M Alrasheeday,8 Bushra Alshammari,9 Yasmine Alabbasi,10 Abbas Al Mutair11

1Dermatology Department, Ministry of Health, Riyadh, Saudi Arabia; 2Medicine Program, Batterjee Medical College, Jeddah, 21442, Saudi Arabia; 3College of Medicine, King Saud Bin Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia; 4College of Medicine, King Khalid University, Abha, Saudi Arabia; 5Faculty of Medicine, University of Tabuk, Tabuk, Saudi Arabia; 6Department of Medicine and Surgery, Umm Al Qura University, Alqunfidah, Makkah, Saudi Arabia; 7Pediatric Department, King Faisal General Hospital, Jeddah, Saudi Arabia; 8Nursing Administration Department, College of Nursing, University of Hail, Hail, 2440, Saudi Arabia; 9Medical Surgical Nursing Department, College of Nursing, University of Hail, Hail, 2440, Saudi Arabia; 10Department of Maternity and Pediatric Nursing, College of Nursing, Princess Nourah Bint Abdulrahman University, Riyadh, Saudi Arabia; 11Department of Medical-surgical Nursing, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia

Correspondence: Yasmine Alabbasi, Department of Maternity and Pediatric Nursing, College of Nursing, Princess Nourah bint Abdulrahman University, P.O. Box 84428, Riyadh, 11671, Saudi Arabia, Email [email protected]

Purpose: To determine the prevalence of impetigo among children in Saudi Arabia as well as to identify socio-demographic factors associated with impetigo.
Methods: This cross-sectional study conducted in Saudi Arabia examined impetigo prevalence and associated factors among children aged 2 to 15. Data collection occurred between June 2022 and November 2023, involving structured interviews with the parents or legal guardians of the participating children. A pre-designed questionnaire was used, which included questions related to personal hygiene practices (such as, frequency of handwashing, bathing routines, and use of communal facilities), environmental conditions, and the child’s impetigo diagnosis history.
Results: The study encompassed a total of 1200 participants, with a predominant representation of female (79.3%). Participants exhibited a diverse age distribution, with the highest proportion falling within the 18– 24 age group (33.7%). Importantly, a statistically significant association was identified between the occurrence of impetigo in children and their personal hygiene scores (p < 0.001). Children with a confirmed impetigo diagnosis exhibited lower mean personal hygiene scores (2.6 ± 0.723) in contrast to those without such diagnoses (3.75 ± 0.911).
Conclusion: Socio-demographic factors, including child’s gender, parental education level, employment status, and geographic location, emerge as significant determinants of impetigo occurrence. Additionally, there is a strong correlation between proper personal hygiene practices and a reduced incidence of impetigo.

Keywords: Staphylococcus pyogenes, Staphylococcus aureus, personal hygiene, skin infections, impetigo

Introduction

Impetigo is a common dermatosis of childhood, especially among children aged 2–5 years. It is superficial, contagious bacterial infection with brownish/yellow crust, with a global disease burden of greater than 140 million.1–4 The incidence decreases with age and it is caused by the bacteria Staphylococcus aureus or, less commonly, Streptococcus pyogenes. Impetigo comes in two main varieties: nonbullous (70%) and bullous (30%).3,4 Bullous impetigo is brought on by S. aureus, whereas nonbullous impetigo is brought on by S. pyogenes. Most common site - face around nose, mouth and hand.5 Superficial blister rupture easily, releasing a yellow exudate that dries and form a honey - colored crust. Well-known risk factors for impetigo include poor hygiene, high humidity, maceration, skin diseases with disruption of the epidermal barrier (such as scabies, atopic dermatitis, insect bites), comorbidities, and unfavorable drug-related reactions (rash, itching).6,7 The topical medications bacitracin, gentamycin, mupirocin, retapamulin, and, more recently, ozenoxacin 1% cream are used to treat impetigo. Systemic antibiotics are recommended along with a topical remedy for more serious conditions.7,8 The topical antibiotic fusidic acid was widely prescribed in New Zealand, which contributed to an increase in Staphylococcus aureus’s antimicrobial resistance.1–4,9–11 Since impetigo is a superficial infection, it has been suggested that topical antiseptics like hydrogen peroxide or straightforward wound care alone may effectively treat impetigo without running the danger of boosting antimicrobial resistance.12,13

The underpinning hypotheses posit that there is a significant correlation between the prevalence of impetigo and personal hygiene practices in Saudi Arabian children. Specifically, we anticipate that children with suboptimal personal hygiene practices, including infrequent handwashing and inadequate bathing routines, will have a higher prevalence of impetigo compared to those with better personal hygiene habits. Additionally, socioeconomic status is significantly associated with the occurrence of impetigo in Saudi Arabian children. We hypothesize that children from lower socioeconomic backgrounds will exhibit a higher incidence of impetigo due to potential limitations in access to healthcare, sanitation, and hygiene resources, as compared to children from higher socioeconomic strata. We thus aim to provide a comprehensive understanding of impetigo in the context of Saudi Arabia, shedding light on both its prevalence and the various factors that may influence its occurrence. This research will draw more focus to public health initiatives and inform strategies to prevent and manage impetigo in Saudi Arabian children, ultimately improving the well-being of this vulnerable population.

Materials and Methods

Setting

The study was conducted at scheduled clinic appointment across various regions in Saudi Arabia, including urban and rural areas, encompassing the Middle, Eastern, Northern, Southern and Western provinces, to ensure a representative sample. This study was conducted between June 2022 and November 2023.

Study Population

The study population encompassed a diverse cohort of Saudi Arabian children between the ages of 2 and 15 years. To ensure representation from various socio-cultural and geographical backgrounds, participants were drawn from urban, suburban, and rural areas across Saudi Arabia. In selecting this age range, the study focused on the pediatric population, given the higher susceptibility of children to impetigo. Participants included both male and female children, representing various socioeconomic backgrounds, and residing in households spanning a range of living conditions - from urban apartment complexes to rural villages and suburban areas.

Sample Size and Sampling Technique

The sample size for the study was calculated based on the total number of patients available in the target regions. A minimum sample size of 385 was determined to ensure adequate representation and statistical power. The sampling technique involved convenience sampling, where participants were selected based on their availability and willingness to participate in the study. The data was gathered at the participants’ scheduled clinic appointment. Participants were interviewed for less than 15 minutes.

Inclusion Criteria

Participants included in the study met the following criteria:

  1. Saudi Arabian nationality
  2. Parents or legal guardians of children aged between 2 and 15 years
  3. Parents or legal guardians provided informed consent for their child’s participation

Exclusion Criteria

Children with existing medical conditions, such as chronic dermatological diseases or immunosuppressive disorders, that may interfere with the study’s outcomes were excluded from the sample.

Study Variables

Independent Variables

  1. Age of the parent or legal guardian
  2. Gender of the child
  3. Socioeconomic status of the household
  4. Education level of the parents or guardians
  5. Geographic location (urban/rural)
  6. Personal hygiene practices of the child (handwashing, bathing, sharing personal items, trimming nails, disinfecting touched surfaces, use of communal facilities)
  7. Environmental conditions (humidity, living conditions, potential sources of infection)

Dependent Variables

  1. Prevalence of Impetigo
  2. Impetigo diagnosis (confirmed or not)
  3. Severity of impetigo (mild, moderate, severe)
  4. Complications arising from impetigo (eg, cellulitis, lymphadenitis)

Data Collection Tools

Structured interviews were conducted with the parents or legal guardians of the participating children. A pre-designed questionnaire was used, which included questions related to socio-demographic information (child’s gender, parental age, socioeconomic status, parental education), personal hygiene practices (frequency of handwashing, bathing routines, sharing personal items, maintenance of clean and trimmed nails, regular cleaning and disinfection of frequently touched surfaces and use of communal facilities), environmental conditions, and the child’s impetigo diagnosis history.

Pilot Study

A pilot study was conducted in advance to the main data collection to assess the reliability and validity of the questionnaire. The pilot study involved a small sample of participants (n=20). The results confirmed satisfactory internal consistency. Additionally, the scale exhibits satisfactory content and construct validity. The clarity of the questions for the parents or legal guardians was evaluated, resulting in minor refinements in questionnaire wording and formatting for our study’s main data collection phase.

Ethical Considerations

This study was conducted in accordance with the Declaration of Helsinki and was approved by the Institutional Review Board and Research Ethics Committee of King Faisal University in Hofuf, Saudi Arabia, with the given Reference number: KFU-REC-2023-SEP-ETHICS1161. Informed consent was obtained from all participants, ensuring their voluntary participation and confidentiality. Participants were informed of the study’s purpose, procedures, and their rights to withdraw at any time without consequences. Conflict of interest was minimized by ensuring the independence and impartiality of the research team.

Statistical Analyses

Statistical analysis was conducted using SPSS version 28.0. Descriptive statistics were employed to summarize demographic characteristics, prevalence rates, and personal hygiene practices. The chi-square test was utilized to assess associations between categorical variables, such as impetigo occurrence and socio-demographic factors. Additionally, mean personal hygiene scores were compared between groups using an independent samples t-test. Multivariate logistic regression analysis was employed to examine the influence of demographic factors on impetigo occurrence, presenting odds ratios and 95% confidence intervals. Cronbach’s alpha was calculated to assess the internal consistency of the Likert scale sections. Statistical significance was set at p < 0.05. The results of these analyses provided valuable insights into the prevalence and factors influencing impetigo among Saudi Arabian children.

Results

Demographic Characteristics

The study included a total of 1200 eligible parents or legal guardians with a response rate of 80%, The majority of parents having female children (79.3%). The age distribution of participants varied, with the highest proportion of parents falling within the age group of 24–18 years (33.7%). Regarding education level, most participants held a bachelor’s degree (74.6%), while employment status indicated that a significant proportion were employed full-time (43.9%). Geographically, the majority resided in the Middle Region (61.2%), with a predominant urban location (94.8%). (Table 1)

Table 1 Demographic Characteristics

Prevalence and Factors Influencing Impetigo

A substantial portion of respondents (49.2%) were familiar with the term “impetigo”. However, a smaller proportion reported having children diagnosed with impetigo (5.2%). While a majority had limited familiarity with the causes and risk factors of impetigo (62.9%), respondents often encouraged good personal hygiene habits in their children (57.8% always). Awareness about potential complications of impetigo was relatively low (22.0% had some knowledge). Respondents were uncertain about the prevalence of impetigo across socioeconomic groups (52.6% not sure). Contact with other children who might have impetigo was reported across various frequencies (37.5% rarely). Concern about their children contracting impetigo was noted in 37.5% of respondents. Most participants believed that current preventive measures for impetigo were either somewhat (40.1%) or very effective (52.2%). An overwhelming majority (77.6%) advocated for more awareness and education about impetigo in the community. (Table 2)

Table 2 General Questions Regarding Prevalence and Factors Influencing Impetigo in Saudi Arabian Children: a Cross-Sectional Investigation

Personal Hygiene Practices

A significant proportion of children maintained good hand hygiene, with 43.1% washing their hands always and 40.5% washing frequently. Regular use of antibacterial hand sanitizers was reported by 12.9% of respondents. Most children took a bath or shower several times a week (69.8%) and maintained clean and trimmed nails (68.5% always). Regular clothes and bedding washing occurred (41.8% several times a week) and sharing personal items with others was minimal (75.4% never). Regular cleaning and disinfection of frequently touched surfaces were common (52.2% several times a week). Involvement in activities that might increase exposure to impetigo-causing bacteria was reported by 34.1% of respondents. Reminders about personal hygiene practices were frequent (52.6% daily). However, seeking information or attending sessions on proper personal hygiene practices for children was relatively uncommon (25.4% yes). (Table 3)

Table 3 Personal Hygiene Practices in Saudi-Arabia

Association between Impetigo and Personal Hygiene:

A significant association was found between the occurrence of impetigo in children and personal hygiene scores (p < 0.001). Those whose children had been diagnosed with impetigo had lower mean personal hygiene scores (2.6 ± 0.723) compared to those without such diagnoses (3.75 ± 0.911). (Table 4)

Table 4 Association Between Impetigo and Personal Hygiene (Mean Scores)

Socioeconomic Status and Impetigo

Socioeconomic factors were examined in relation to impetigo occurrence. Most respondents of the parent or legal guardians had attained at least a university or college education (82.8%), with a majority being employed full-time (43.9%). The majority lived in households with middle income (89.7%) and had access to clean water and proper sanitation facilities (97.8%). The household size varied, with 80.6% having five or more members. Most participants lived in villas or houses (74.6%). Overcrowding issues were reported by a smaller proportion (7.8%). Overall living conditions were rated as excellent or fair by equal proportions (50.0% each). (Table 5)

Table 5 Socioeconomic Status in Association with the Occurrence of Impetigo in Saudi Arabian Children

Demographic Factors Influencing Impetigo

Multivariate analysis revealed that several demographic factors were associated with the occurrence of impetigo. Gender of the child showed a significant association, with females having a higher odds ratio (OR) of impetigo (OR = 1.23, 95% CI: 1.20–1.98). Parental education level, employment status, and geographic location were also significant predictors of impetigo occurrence. Notably, the odds of impetigo occurrence decreased with higher education levels, master’s degree holders (OR = 0.60, 95% CI: 0.42–0.85) being less susceptible. Similarly, retired individuals (OR = 1.65, 95% CI: 1.26–2.17) and students (OR = 1.32, 95% CI: 1.06–1.64) had higher odds of impetigo compared to employed full-time participants. Geographic location also played a role, with rural areas having higher odds (OR = 1.32, 95% CI: 0.85–2.04). (Table 6)

Table 6 Multivariate Analysis of Demographic Factors Influencing the Impetigo in Children

Reliability

We tested the internal consistency of Likert scale sections of the questionnaire. The result of Cronbach’s alpha is shown in following lines. The results indicated good internal consistency of both sections. (Table 7)

Table 7 Reliability

Our study sheds light on the prevalence and multifaceted factors influencing impetigo in Saudi Arabian children. The study underscores the importance of public health initiatives aimed at increasing awareness of impetigo and promoting effective personal hygiene practices. Socio-demographic factors, particularly child’s gender, parental education level, employment status, and geographic location, were identified as significant predictors of impetigo occurrence. Furthermore, the study highlights the association between proper personal hygiene and reduced impetigo occurrence. These insights provide a foundation for targeted interventions that can mitigate impetigo’s impact on children’s health and well-being in the Saudi Arabian context.

Factors Associated with Impetigo

The gender of the child and the diagnosis of impetigo were significantly correlated, according to the chi-square test results (p<0.001). Extra analysis of the crosstabulation revealed that compared to males (n=248, 25.8%), females accounted for the majority of impetigo cases (n=890, 74.2%). There could be behavioral and societal reasons contributing to this higher frequency in females. Female children often engage in more close-contact play, which may facilitate the spread of infections, as shown in Figure 1. They may also have hormonal differences and variations in skin flora which may increase the risk of impetigo susceptibility.

Figure 1 Relationship between impetigo diagnosis and demographic and socioeconomic factors.

Note: ■ χ2 ■ df ■ p-value.

Parent or legal guardians’ age was found to be substantially correlated with the occurrence of impetigo (p<0.001) using the chi-square test. Using post-hoc analyses, some intriguing trends were found. The greatest percentage of parents (n = 342, 28.5%) were in the 18–24 age range, and they also had the highest number of children with impetigo cases (n = 142, 11.8%).After then, impetigo rates decreased with age, peaking in the parents 35–44 age range (n=31, 2.6%). There were significant geographical variances (p<0.001). The North had the lowest frequency of impetigo (n=31, 2.6%), whereas the South had the highest prevalence (n=114, 9.5%). Climate and environmental factors could be involved as shown in Figure 2. The temperature in the South is warmer and more humid, which helps germs survive on skin. This area also has the largest population density, which promotes person-to-person transmission.

Figure 2 Significant predictors of impetigo.

Note: ■ β ■ SE ■ Wald χ2 ■ Wald χ2 ■ P ■ OR (95% CI).

Impetigo was significantly correlated with education level of parents (p<0.001). The majority of cases consisted of those with only a high school education or less (n=181, 15.1%). On the other hand, only a small percentage of those with a master’s degree (n=62, 5.2%) had children with impetigo infections. Vulnerability is increased since there is probably a correlation between low hygiene knowledge and practices and illiteracy. Based on employment status, statistically significant differences were found (p<0.001). The highest illness prevalence was found in unemployed parents (n=93, 7.8%). But a sizable percentage of infections in children were also caused by parents who were fully working (n=527, 43.9%). Unemployment may be a sign of financial hardships preventing children from accessing hygiene and medical supplies. However, because they interact with people on a regular basis, those in the workforce are also vulnerable. The chi-square test revealed that impetigo occurrence in children was significantly influenced by the resident’s region (p<0.001). In line with geographical analysis, the incidence was lowest in the Northern region (n=31, 2.6%), while the largest burden (n=238, 19.8%) was seen in Western Saudi Arabia. The non-uniform distribution may be somewhat explained by regional socioeconomic differences in regards to living standards, access to healthcare, and educational opportunities. (Table 8)

Table 8 Significant Predictors of Impetigo from Logistic Regression Model

Over 25% of the variance in impetigo diagnosis was explained by the highly significant (p<0.001) logistic regression model that included multiple demographic and socioeconomic factors. Parents aged 18 to 24 (OR=2.313), having only completed high school (OR=2.111), and living in the Western area (OR=2.306) were revealed to be independent risk factors after confounding was taken into account. Regression showed that, even after adjusting for covariates, impetigo is independently impacted by inadequate education, despite age and location correlations being consistent with bivariate findings. Considerable correlations were found between a number of characteristics and impetigo, and some groups of parents their children were more susceptible to this common infection than others. Tailored interventions for demographics at risk could potentially reduce the prevalence of disease in the nation.

Clinical Presentation of Impetigo

A substantial correlation between the lesion site and the diagnosis of impetigo was discovered using a chi-square test of association (X2=38.2, df=4, p<0.001). This evaluated whether a child’s location was related to or unrelated to their disease status. The relationships between morphology and putative risk factors such child’s gender, parental age and socioeconomic status were examined using independent t-tests. There were no discernible correlations, indicating that morphogenesis happened apart from these traits. One-way ANOVA was used to determine whether personal hygiene practices had an impact on severity (mild, moderate, or severe). Hygiene and severity were substantially correlated (F=5.12, p=0.024), with more coalesced plaques being associated with poor hygiene. ANOVA establishes the equality of group means. Chi-square analysis was used to assess the correlation between concurrent infection cases and healthcare-seeking behavior. Early intervention was substantially linked to a lower incidence of recurrent problems (X2=7.31, p=0.043).

Discussion

This cross-sectional study reveals the prevalence and factors influencing impetigo in Saudi Arabian children. The majority of parents (62.9%) had limited familiarity with the causes and risk factors of impetigo, and 77.6% advocated for more awareness and education about it in the community. A significant association was found between impetigo occurrence and personal hygiene, with 34.1% reporting involvement in activities that might increase exposure to impetigo-causing bacteria. Socio-demographic factors, such as child’s gender, parental education level, employment status, and geographic location, were identified as significant predictors of impetigo occurrence.

Gender showed a significant association with impetigo, with females having a higher ratio of impetigo. Education level, employment status, and geographic location were also significant predictors of impetigo occurrence. Children diagnosed with impetigo had lower personal hygiene compared to those without such diagnoses. However, seeking information or attending sessions on proper personal hygiene practices for children was relatively uncommon.

The study also found that impetigo is highest in impoverished, crowded conditions where hygiene is difficult. Physical removal of dirt and pathogens with vigorous hand washing has been shown to reduce impetigo by 23% in crowded households. Rural areas also played a role, with a higher prevalence reported from rural locations compared to urban settings. The study agrees with Bowen et al 2015’s study reflecting predominantly impoverished settings, but also suggests that increases in impetigo have also been reported in children in developed countries.14 Future research could employ longitudinal designs to better understand the temporal relationship between impetigo and its associated factors, and incorporate laboratory confirmation of impetigo cases to enhance the reliability of the study’s findings.15

Analysis of the parents or legal guardians ages revealed that the age group of 18 to 24 had children diagnosed with impetigo the most, 33.7%. This may be because parents in this age are more physically active, which increases the risk of exposure from coming into contact with contaminated objects or infected people. Additionally, younger parents may have less experience managing common childhood infections and may not recognize signs and symptoms as quickly. Such contacts enhance the spread of impetigo, a highly contagious illness.16 A noteworthy discovery of the research was the statistically significant correlation, with a p-value of less than 0.001, between children's personal cleanliness scores and the incidence of impetigo. When evaluated, children with a clinical diagnosis of impetigo cases scored significantly worse on mean personal hygiene (2.6 ± 0.723) than children without the infection (3.75 ± 0.911). This demonstrates unequivocally that poor cleanliness habits raise the possibility of impetigo. Children who do not practice regular hand washing or nail/skin care are more susceptible to skin breaches caused by poor cleaning, which can allow staphylococci or streptococci to enter the body.17

Despite using a cross-sectional methodology, the study’s point prevalence of impetigo and evaluation of its associated factors were available. The statistical power and generalizability of the findings to all youngsters in the nation were improved by the sizable sample size of 1200. Reliable data on participants’ sociodemographic characteristics and hygiene practices were gathered through the use of structured questionnaires. Validity of the impetigo incidence diagnosis was confirmed by clinical examination.18

Limitations

However, because cross-sectional studies are static in design, they are limited in their ability to establish a causal relationship between risk variables and disease. Details about personal cleanliness that were gleaned from surveys may not have been as accurate due to recall and reporting biases. The convenience sampling technique limits the population’s ability to be representative.19

Significant confounding factors including immunology, diet, and genetics were not assessed.

Implications

The results of this analysis demonstrate how important it is to put focused preventive measures into place. Reducing the occurrence of impetigo may be possible by promoting hygiene through educational initiatives that focus on modifiable practices, particularly in high-risk demographic groups. Informing younger parents and parents with high school education or less in the west region about the signs and symptoms of impetigo, the spread of infection, and the importance of hygiene practice. It is also advisable to implement screening programs in schools and daycare centers to identify children with impetigo early, preventing outbreaks. It is advised to conduct longitudinal cohort studies to assess the impact of such interventions.20 Deeper insights may be obtained by investigating additional likely risk factors such as income level, medication adherence, and overcrowding. Biological markers could disclose aspects of host susceptibility. Impetigo is still a serious public health issue among Saudi youngsters.21 Key factors that identified were gender and hygiene.22–24 Approaches to enhancing community cleanliness that are tailored for at-risk populations have significant advantages for strengthening present control initiatives. More comprehensive population studies that take into account a variety of characteristics can better inform targeted management and policy recommendations.

Conclusion

The findings of this cross-sectional study provide crucial information about the prevalence and factors influencing impetigo among Saudi Arabian children. There was a significant association between low personal hygiene practices and the increased occurrence of impetigo. Moreover, specific socio- demographic factors including gender, parental education level, employment status, and geographic location had a strong correlation with the incidence of impetigo. It is believed that the results of this paper contribute to the improvement of impetigo and its related complications among Saudi Arabian children by developing targeted interventions and awareness programs. Based on the study’s findings, the followings are recommended: public health interventions, such as impetigo health campaigns and hand hygiene education workshops, are essential for raising awareness of impetigo. Future research could conduct longitudinal study to further explore factors influencing impetigo in Saudi Arabia. Moreover, future research may include laboratory investigations of impetigo cases to enhance the reliability of the study’s findings.

Acknowledgments

The authors express their gratitude to Princess Nourah bint Abdulrahman University Researchers Supporting Project number (PNURSP2024R390), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia.

Author Contributions

All authors made a significant contribution to the work reported, whether that is in the conception, study design, execution, acquisition of data, analysis and interpretation, or in all these areas; took part in drafting, revising or critically reviewing the article; gave final approval of the version to be published; have agreed on the journal to which the article has been submitted; and agree to be accountable for all aspects of the work.

Funding

This research was funded by Princess Nourah bint Abdulrahman University Researchers Supporting Project number (PNURSP2024R390), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia.

Disclosure

The author(s) report no conflicts of interest in this work.

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