Zhu Aretha, Burton Carter, Tseng Christopher C, Ling Jennifer, Mahajan Jasmine, Zhu Dagny
Institute of Ophthalmology & Visual Science, Rutgers New Jersey Medical School, Newark, NJ, 07103, USA.
Department of Otolaryngology, Penn State Health, Hershey, PA, 17033, USA.
Clin Ophthalmol. 2025 Jun 28;19:2029-2036. doi: 10.2147/OPTH.S528272. eCollection 2025.
Laser in situ keratomileusis (LASIK), the most commonly performed elective refractive surgery, has reported patient satisfaction rates of 95%-99%. RealSelf, a social media review platform, is a source of patient-reported narrative reviews. The goal of this retrospective study was to characterize patient reviews for LASIK on RealSelf and determine factors influencing patient satisfaction.
Reviews for LASIK posted 2007-2022 on RealSelf were extracted using a web scraper. Written reviews were categorized as positive or negative. Content was further categorized into primary themes: adverse effect, bedside manner, comfort, cost, office environment, and refractive result. Pearson's chi-square and Fisher's exact tests with Bonferroni correction were performed using the Python SciPy library, with p < 0.05 considered significant unless otherwise stated.
Of 464 written reviews, 76.7% were positive. Refractive result was more likely than all other factors to be the primary theme of positive reviews, while cost was least likely (p < 0.001). Adverse effect and refractive result were more likely than other factors to be the primary theme of negative reviews (p ≤ 0.002). Positive reviews were more likely than negative reviews to cite refractive result as a primary theme (p < 0.001). The most common adverse effect mentioned was dry eye.
Refractive result was most likely to be a primary determinant of patient satisfaction; cost was least likely. Studying factors contributing to patient postoperative satisfaction can inform ophthalmologists seeking to improve patient care.
准分子原位角膜磨镶术(LASIK)是最常开展的选择性屈光手术,据报道患者满意度为95%-99%。社交媒体评论平台RealSelf是患者报告叙述性评论的一个来源。这项回顾性研究的目的是描述RealSelf上关于LASIK的患者评论特征,并确定影响患者满意度的因素。
使用网络爬虫提取2007年至2022年在RealSelf上发布的LASIK评论。书面评论分为正面或负面。内容进一步分为主要主题:不良反应、医患关系、舒适度、费用、诊所环境和屈光效果。使用Python SciPy库进行Pearson卡方检验和经Bonferroni校正的Fisher精确检验,除非另有说明,p<0.05被认为具有统计学意义。
在464条书面评论中,76.7%为正面评论。屈光效果比所有其他因素更有可能成为正面评论的主要主题,而费用成为正面评论主要主题的可能性最小(p<0.001)。不良反应和屈光效果比其他因素更有可能成为负面评论的主要主题(p≤0.002)。正面评论比负面评论更有可能将屈光效果列为主要主题(p<0.001)。提及最多的不良反应是干眼。
屈光效果最有可能是患者满意度的主要决定因素;费用最不可能是主要决定因素。研究影响患者术后满意度的因素可为寻求改善患者护理的眼科医生提供参考。