| Heydarian et al., 2024 / (19) | Clinical study | 220 febrile children aged 6 - 60 months (110 with febrile seizures and 110 febrile controls) in Iran | Sex, serum zinc, sodium, potassium, calcium, magnesium, BMI, age, clinical characteristics | Male sex emerged as a significant predictor of complex febrile seizures, suggesting a greater susceptibility to severe seizure presentations rather than to febrile seizures overall | Moderate |
| Yalçın et al., 2025 / (14) | Prospective cohort | 124 children with febrile seizures and 93 febrile controls | Sex, perinatal factors, biochemical markers (sodium, vitamin D, zinc, ferritin), genetic variants | No significant association was found between sex and febrile seizure susceptibility; biochemical factors appeared to have a stronger influence on seizure risk | Low |
| Jongruk et al., 2022 / (20) | Retrospective cohort | Children with complex febrile seizures followed for subsequent epilepsy development | Sex, age at seizure onset, family history of epilepsy, neurodevelopmental status, seizure duration, seizure focality, recurrence within 24 hours, EEG findings, neuroimaging abnormalities | Sex was not significantly associated with later epilepsy. The strongest predictors were neurodevelopmental abnormalities, abnormal EEG findings, and the presence of multiple complex febrile seizure features | Moderate |
| Tarhani et al., 2022 / (15) | Observational study | 77 children with febrile seizures | Sex, family history, seizure recurrence, seizure type, fever characteristics, laboratory parameters | Sex was not significantly associated with most clinical or laboratory characteristics of febrile seizures. Recurrence and family history showed stronger associations with disease course and management outcomes than gender | Moderate |
| Sharawat et al., 2016 / (21) | Analytical observational study | 140 children aged 6 months – 5 years (70 with first febrile seizure and 70 febrile controls) | Sex, family history of febrile seizures/epilepsy, peak temperature, cause of fever, antenatal and perinatal complications, hemoglobin and RBC indices, serum sodium, calcium, and blood glucose | Male sex was associated with an increased risk of a first febrile seizure. Family history of febrile seizures, high fever, antenatal complications, and metabolic abnormalities (low sodium, calcium, and blood glucose) were also identified as important risk factors. | Low |
| Kumari et al., 2022 / (22) | Case-control study | Children aged 6 months – 5 years with first-episode simple febrile seizure and age-matched febrile controls | Sex, family history of febrile seizures, family history of epilepsy, peak temperature, iron deficiency anemia, serum zinc levels, perinatal factors, nutritional status | Male sex was associated with a higher likelihood of first-episode simple febrile seizures. A positive family history of febrile seizures and micronutrient deficiencies, particularly iron and zinc deficiency, were also significant contributors to seizure risk. | Moderate |
| Renda et al., 2020 / (23) | Descriptive analytical study | Children diagnosed with febrile seizures | Sex, age at onset, family history, seizure type, recurrence, neurodevelopmental status, treatment characteristics | Male sex was not identified as a major determinant of recurrence or prognosis. Recurrence was more strongly associated with younger age at first seizure, family history of febrile seizures, and complex seizure characteristics | Moderate |
| Civan et al., 2022 / (24) | Cohort study | 300 children with febrile seizures followed for at least 24 months | Sex, age at first seizure, family history, seizure type, seizure duration, fever characteristics, neurodevelopmental status, EEG findings, recurrence | Sex was not significantly associated with seizure recurrence or subsequent epilepsy. Recurrence was mainly linked to younger age at onset, complex febrile seizures, and neurodevelopmental delay, while epilepsy risk was strongly associated with abnormal EEG findings and neurodevelopmental impairment | Low |
| Duan et al., 2023 / (25) | Retrospective cohort | 168 children with complex febrile seizures | Sex, family history of epilepsy, seizure type, seizure frequency, seizure duration, EEG abnormalities, timing of seizure after fever onset | Sex was not associated with secondary epilepsy. Family history of epilepsy, generalized seizures, frequent seizure episodes, and prolonged seizure duration were independent predictors of epilepsy development | Low |
| Muthaffar et al., 2024 / (16) | Retrospective study | 173 children with febrile seizures at King Abdulaziz University Hospital, Saudi Arabia | Sex, developmental delay, family history, vaccination status, daycare attendance, gestational age, neonatal stay, consanguinity, fever characteristics, EEG findings | A higher proportion of febrile seizure cases occurred in boys, but sex was not significantly associated with seizure type or other clinical characteristics. Generalized seizures predominated, while developmental delay and respiratory infections were frequently observed among affected children. | Moderate |
| Gontko-Romanowska et al., 2017 / (26) | Observational study | Children with febrile seizures compared with febrile controls | Sex, family history of febrile seizures/epilepsy, peak temperature, iron deficiency anemia, serum electrolytes, perinatal history, age | Male sex was associated with a higher likelihood of febrile seizures. Stronger associations were observed for positive family history, higher fever, and metabolic abnormalities such as iron deficiency and electrolyte imbalance. | Moderate |
| Ahmed et al., 2019 / (27) | Case-control study | 80 children aged 6 - 72 months (40 cases with febrile seizures, 40 febrile controls), Iraq | Sex, age, infection type, hemoglobin, serum iron, ferritin, total iron-binding capacity, calcium | Children with febrile seizures had significantly lower hemoglobin, serum iron, and ferritin levels compared with controls. Iron deficiency anemia was strongly associated with febrile seizures, while respiratory infections were the most common trigger. No strong independent role of sex was demonstrated compared with metabolic factors | Moderate |
| Sadık et al., 2026 / (28) | Cohort study | 150 children (6 - 23 months) with first febrile seizure | Sex, age, family history of febrile seizures/epilepsy, seizure type (simple vs complex), EEG findings, number of affected relatives | Male sex was not significantly associated with seizure recurrence. Recurrence was mainly linked to complex febrile seizures, family history of febrile seizures/epilepsy, and greater familial burden, while no independent effect of sex was observed | Low |
| Salleh et al., 2023 / (29) | Observational study | 649 children (< 12 years) with COVID-19 across three pandemic waves in Brunei | Age, sex (implicitly via demographic comparison), family history of febrile seizures, previous febrile seizures, fever severity, symptom burden | Febrile seizures occurred only in the Omicron wave (13% prevalence). Significant predictors included the typical febrile seizure age group, family history of febrile seizures, and fewer presenting symptoms. Male sex was not identified as an independent risk factor. | Low |
| Perdani et al., 2025 / (30) | Case-control study | 72 febrile children aged 6 - 60 months at Abdul Moeloek Regional Hospital, Indonesia (36 febrile seizure cases, 36 febrile controls) | Body temperature (> 39 °C vs 38 - 39 °C), fever duration (≤ 24 h vs > 24 h), sex, age, family history of seizures, birth weight, anemia | Male children had a higher risk of febrile seizures compared with female children, indicating a consistent male predominance across the included studies. | Moderate |