{"title":"Mapping the Global Research Landscape of Stress Fractures in Athletes.","authors":"Arina Banerji, Vedha Dande, Latha Ganti","doi":"10.52965/001c.162686","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>To systematically evaluate the global research landscape and identify key trends, influential contributors, and emerging themes in studies on stress fractures in athletes using bibliometric methods.</p><p><strong>Methods: </strong>A comprehensive bibliometric analysis was conducted using the Web of Science Core Collection database. Publications from 1969-2026 were analyzed using the topic search terms \"stress fracture\" or \"fatigue fracture\" and \"athlete\" or \"sport\" or \"runner\" or \"physical training\". Key bibliometric indicators included publication trends, country and institutional productivity, collaboration networks, and keyword co-occurrence. Data visualization and network mapping were performed using the VOSviewer software and Google Sheets.</p><p><strong>Results: </strong>A total of 2547 publications were identified. The annual research output demonstrated a marked increase beginning in the early 2000s, peaking in 2021, followed by a slight decline in recent years. The United States, Japan, and England were the leading contributors. Keyword co-occurrence analysis revealed three primary research clusters: (1) clinical diagnosis and management of stress fractures, (2) risk factors, epidemiology, and prevention, and (3) biomechanics and mechanisms of stress fractures, particularly in running-related activities. Collaboration networks indicated strong contributions from high-income countries, with relatively limited global research integration.</p><p><strong>Conclusion: </strong>Research on stress fractures in athletes has expanded substantially over the past several decades, driven by advancements in diagnostic imaging, increased sports participation, and growing awareness of overuse injuries. These factors also led the field to develop more specialized investigations in prevention and biomechanics of injury. Although a recent decline in publication count is observed, this is likely due to indexing delays rather than a true reduction in research activity. Despite recent progress, important gaps remain. Future research should prioritize long-term outcomes, standardized methodologies, and multicenter collaborations. Addressing these gaps will be essential to improving the generalizability of findings and optimizing clinical management strategies for athletic populations.</p>","PeriodicalId":19669,"journal":{"name":"Orthopedic Reviews","volume":"18 ","pages":"162686"},"PeriodicalIF":1.6000,"publicationDate":"2026-06-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC13286668/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Orthopedic Reviews","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.52965/001c.162686","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2026/1/1 0:00:00","PubModel":"eCollection","JCR":"Q3","JCRName":"ORTHOPEDICS","Score":null,"Total":0}
引用次数: 0
Abstract
Objective: To systematically evaluate the global research landscape and identify key trends, influential contributors, and emerging themes in studies on stress fractures in athletes using bibliometric methods.
Methods: A comprehensive bibliometric analysis was conducted using the Web of Science Core Collection database. Publications from 1969-2026 were analyzed using the topic search terms "stress fracture" or "fatigue fracture" and "athlete" or "sport" or "runner" or "physical training". Key bibliometric indicators included publication trends, country and institutional productivity, collaboration networks, and keyword co-occurrence. Data visualization and network mapping were performed using the VOSviewer software and Google Sheets.
Results: A total of 2547 publications were identified. The annual research output demonstrated a marked increase beginning in the early 2000s, peaking in 2021, followed by a slight decline in recent years. The United States, Japan, and England were the leading contributors. Keyword co-occurrence analysis revealed three primary research clusters: (1) clinical diagnosis and management of stress fractures, (2) risk factors, epidemiology, and prevention, and (3) biomechanics and mechanisms of stress fractures, particularly in running-related activities. Collaboration networks indicated strong contributions from high-income countries, with relatively limited global research integration.
Conclusion: Research on stress fractures in athletes has expanded substantially over the past several decades, driven by advancements in diagnostic imaging, increased sports participation, and growing awareness of overuse injuries. These factors also led the field to develop more specialized investigations in prevention and biomechanics of injury. Although a recent decline in publication count is observed, this is likely due to indexing delays rather than a true reduction in research activity. Despite recent progress, important gaps remain. Future research should prioritize long-term outcomes, standardized methodologies, and multicenter collaborations. Addressing these gaps will be essential to improving the generalizability of findings and optimizing clinical management strategies for athletic populations.
目的:利用文献计量学方法系统评估全球研究格局,确定运动员应力性骨折研究的关键趋势、有影响力的贡献者和新兴主题。方法:利用Web of Science Core Collection数据库进行综合文献计量学分析。使用“应力性骨折”或“疲劳性骨折”以及“运动员”或“运动”或“跑步者”或“体能训练”等主题搜索词对1969年至2026年的出版物进行分析。关键的文献计量指标包括出版趋势、国家和机构生产力、合作网络和关键词共现。使用VOSviewer软件和谷歌Sheets进行数据可视化和网络制图。结果:共检索到2547篇文献。年度研究产出从21世纪初开始显着增加,在2021年达到顶峰,随后近年来略有下降。美国、日本和英国是主要贡献者。关键词共现分析揭示了三个主要研究集群:(1)应力性骨折的临床诊断和治疗;(2)危险因素、流行病学和预防;(3)应力性骨折的生物力学和机制,特别是与跑步相关的活动。合作网络表明高收入国家的贡献很大,全球研究整合相对有限。结论:在过去的几十年里,由于诊断成像技术的进步、运动参与的增加以及对过度使用损伤的认识不断提高,对运动员应力性骨折的研究已经大大扩展。这些因素也促使该领域在损伤的预防和生物力学方面开展更专业的研究。虽然最近观察到出版物数量下降,但这可能是由于索引延迟而不是研究活动的真正减少。尽管最近取得了进展,但仍存在重大差距。未来的研究应优先考虑长期结果、标准化方法和多中心合作。解决这些差距对于提高研究结果的普遍性和优化运动人群的临床管理策略至关重要。
期刊介绍:
Orthopedic Reviews is an Open Access, online-only, peer-reviewed journal that considers articles concerned with any aspect of orthopedics, as well as diagnosis and treatment, trauma, surgical procedures, arthroscopy, sports medicine, rehabilitation, pediatric and geriatric orthopedics. All bone-related molecular and cell biology, genetics, pathophysiology and epidemiology papers are also welcome. The journal publishes original articles, brief reports, reviews and case reports of general interest.