BackgroundTo compare and analyze clinical characteristics of patients undergoing two surgeries and multiple surgeries and explore relevant factors to lay the foundation for clinical prediction.MethodsA retrospective analysis was conducted on clinical data from all patients who underwent twice and multiple strabismus surgeries at Tianjin Eye Hospital between October 2012 and September 2021. Patients were divided into Group A (two surgeries) and Group B (more than two surgeries) based on the cumulative number of surgeries performed. Clinical details at the first recurrence, including sex, age, native place, overall medical history, onset time, visual acuity, affected muscle(s), etc., were documented. Non-parametric tests and chi-square tests were used to analyze clinical characteristics in each group. Binary and ordered logistic regression analysis assessed parameters associated with multiple reoperations. A linear mixed-term model observed factors impacting affected muscle(s) during surgery. Researchers examined clinical traits related to secondary strabismus variables.ResultsAmong the 910 included patients, 840 required two surgeries (Group A) and 70 underwent more than two surgeries (Group B). Significant differences were found in age, onset time, interval time, and secondary factors. Regression analysis highlighted the significant impact of interval time on the reoperation rate, effectively predicting outcomes in patients with concomitant strabismus. Other ophthalmoplegia and secondary factors significantly influenced reoperation rates in patients with non-concomitant strabismus. Interval time, esotropia, and exotropia were linked to concomitant secondary strabismus patients, while the number of surgeries, DVD, esotropia, exotropia, and esotropia V-pattern were associated with non-concomitant secondary strabismus patients. In a longitudinal study, patients with multiple surgeries showed a correlation between the vertical deviation angle magnitude and the number of involved extraocular muscles. Regression analysis revealed that in patients with concomitant strabismus, interval time, exotropia, and esotropia influenced the total number of muscles during surgery. For patients with non-concomitant strabismus, interval time, secondary factors, and SOP impacted the total number of muscles during surgery.ConclusionsInterval time in patients with concomitant strabismus, as well as secondary and other ophthalmoplegia in non-concomitant strabismus, are the main factors for multiple reoperations.