bims-evares Biomed News
on Evaluation of research
Issue of 2026–04–12
thirty-six papers selected by
Thomas Krichel, Open Library Society



  1. Shoulder Elbow. 2026 Apr 03. 17585732261434964
       Background: Hirsch index (h-index) has emerged as a refined metric for research productivity, offering a better approximation of scholarly influence. The aim of this study was to assess whether h-index can predict academic rank among shoulder surgeons.
    Methods: A cross-sectional study was performed for full-time academic shoulder surgeons affiliated with American Shoulder and Elbow-recognized shoulder and elbow surgery fellowship programs. Study variables for each surgeon were classified as bibliometric (h-index, m-index, total number of publications, total number of citations, I-10 index, and maximum number of citations from a single work) and demographic (gender, training factors). Outcomes included the academic rank of each surgeon.
    Results: 153 full-time academic shoulder surgeons were included. H-index, I-10 index, and the total number of publications and citations were all strongly correlated with academic rank, while maximum citations for a single work, m-index, and years as an attending were moderately correlated with academic rank. H-index most reliably demonstrated an association with increasing academic rank. The h-index thresholds for assistant professor, associate professor, professor, and endowed professor were found to be 12.5, 12.5, 19, and 32.5, respectively.
    Discussion: When evaluating candidates for academic promotion in shoulder surgery, h-index is a reliable tool to quantitatively assess research productivity and scholarly impact.
    Level of evidence: Survey Study.
    Keywords:  Academic rank; H-index; academic medicine; fellowship; research productivity; shoulder and elbow; shoulder surgery
    DOI:  https://doi.org/10.1177/17585732261434964
  2. JB JS Open Access. 2026 Apr-Jun;11(2):pii: e25.00226. [Epub ahead of print]11(2):
       Introduction: Diversity within medical research has been shown to improve academic impact and productivity. In orthopaedic surgery, research plays a critical role in shaping clinical practice and advancing the field. Editors-in-chiefs (EICs) of academic journals greatly influence the direction of research, making their demographic and professional characteristics significant. This study aimed to evaluate the demographic, academic, and leadership profiles of EICs from the top 50 orthopaedic journals.
    Methods: Orthopaedic journals were identified from the 2022 Journal Citation Reports and ranked by 5-year impact factor. Information regarding the EICs was obtained from journal websites, including demographics, academic rank, fellowship completion, and leadership roles. Data were collected using publicly available online resources. Hirsch index (H-index) data were obtained from Scopus. Statistical analysis was performed to report frequencies and means of the collected variables.
    Results: Of 50 journals, 46 were included in the analysis, accounting for 58 EICs. The mean 5-year impact factor was 3.8 ± 1.2. Most EICs were Caucasian (84.5%) and male (89.7%). The median H-index was 47 (interquartile range, 30.5-70), and the mean of years since fellowship completion was 26.0 ± 9.2. Most EICs (86.2%) held the academic rank of Professor, and 74.1% held a medical degree (M.D.). Fellowship specialties varied, with spine and adult reconstruction being the most common. In addition, 53% of EICs held leadership positions (professor, department chair, etc.) within their institutions, and 39.7% had served as society presidents.
    Conclusion: This study highlights the significant academic accomplishments of EICs in leading orthopaedic journals but also reveals a lack of racial and gender diversity. Promoting diversity in leadership positions is essential to fostering greater inclusivity in the field of orthopaedic surgery. Further efforts are needed to address these disparities and encourage diverse representation.
    DOI:  https://doi.org/10.2106/JBJS.OA.25.00226
  3. Ann Afr Med. 2026 Apr 07.
       BACKGROUND: Scientific misconduct has various consequences, which must be addressed during the training of physicians, who will lead many fields of scientific research.
    AIM: To analyze the bibliometric characteristics of scientific output in Scopus regarding scientific misconduct in medical education.
    METHODS: A bibliometric study was conducted in which a search strategy was developed to identify the articles indexed in the Scopus database from 2012 to 2021. Bibliometric parameters were estimated using the Scival tool.
    RESULTS: The number of publications ranged from 2 to 6 was between 2012 and 2021. International collaboration increased to 33.3% in 2021. The Romanian Journal of Morphology and Embryology was the journal with the highest output on the topic; however, PLoS ONE had the greatest impact in terms of quartile (Q1) ranking and number of citations. The author with the highest impact was Nedjat Saharnaz from Iran. Two clusters of recurrence were found, highlighting the terms "medical student" and "plagiarism" in the first, and "scientific misconduct" in the second.
    CONCLUSION: Publications on scientific misconduct in medical training are scarce each year, with limited international collaboration. Lower-impact journals are the most frequently chosen for dissemination, despite having fewer citations and lower CiteScores in 2021.
    Keywords:  Bibliometrics; Bibliométrie; education; fraude scientifique; medical; plagiarism; plagiat; scientific misconduct; éducation médicale
    DOI:  https://doi.org/10.4103/aam.aam_79_26
  4. Int Dent J. 2026 Apr 08. pii: S0020-6539(26)00137-1. [Epub ahead of print]76(3): 109543
      To evaluate the frequency and types of data availability statements (DASs) of publications in journals indexed in the Dentistry, Oral surgery and Medical (DOM) category of Journal Citation Reports (JCR) database, and to identify risk indicators associated with the presence of DASs in publications. We searched PubMed on October 18, 2024, for publications presenting original research involving human subjects, published in journals indexed in the DOM category of JCR database, after July 1, 2023. Each included publication was assessed for DAS, which was categorised into different types using Springer Nature's standard DAS framework. The risk indicators regarding author, study and journal levels were extracted. Logistic regression analysis were performed to assess the association between the risk indicators and the presence of DASs. A total of 998 publications were included. Fewer than half (49.7%) of the included publications contained a DAS. The 2 most common DAS types were datasets being available from the corresponding author upon reasonable request with a prevalence of 40.4% (N = 403) and authors directly providing the repository and/or weblink for the datasets with a prevalence of 3.0% (N = 30). The presence of DAS was significantly associated with funding status of publications, journal impact factor and journal requirement on DASs. DASs appear infrequent in publications in journals indexed in the DOM category of JCR database. Funded studies published in journals which require a DAS and journals with a higher impact factor were more likely to contain a DAS than studies which were not funded and published in journals which do not require a DAS with a lower impact factor.
    Keywords:  Data sharing; Meta-research; Open data; Open science; Research integrity
    DOI:  https://doi.org/10.1016/j.identj.2026.109543
  5. Arch Psychiatr Nurs. 2026 Apr;pii: S0883-9417(26)00009-9. [Epub ahead of print]61 152059
       AIM: This study aimed to conduct a comprehensive bibliometric analysis of publications published in the Archives of Psychiatric Nursing (APN) over a 30-year period, in order to examine publication performance, citation patterns, collaboration networks, and thematic evolution, and to identify emerging and underexplored research areas in psychiatric nursing.
    METHODS: A retrospective bibliometric analysis was conducted using publications indexed in the Web of Science Core Collection. A total of 2271 documents published between 1995 and 2025 were retrieved and analyzed using Web of Science analytical tools and the Bibliometrix package (Biblioshiny) in R. Performance indicators (publication output, citations, prolific authors and countries) and science mapping techniques were applied.
    RESULTS: Original research articles constituted the majority of publications (80.14%). The journal demonstrated a substantial increase in both publication volume and citation impact over time, reaching a peak in publication output in 2024 and in citations in 2025. The United States was the most productive and collaborative country. Core research themes included depression, mental health, schizophrenia, and nursing, while mindfulness, burnout, and social support emerged as developing research areas.
    CONCLUSION: The results highlight APN's sustained scientific growth and its central role in shaping psychiatric nursing scholarship. Emerging thematic trends suggest opportunities for future research, particularly in psychosocial interventions and nurse well-being, providing valuable insights for researchers, educators, and journal editors.
    Keywords:  Archives of psychiatric nursing; Bibliometric analysis; Psychiatric nursing; Science mapping
    DOI:  https://doi.org/10.1016/j.apnu.2026.152059
  6. Otolaryngol Head Neck Surg. 2026 Apr 06.
       OBJECTIVES: The residency application "arms race" for research productivity has intensified following the Step 1 pass/fail transition, with applicants increasingly evaluated by total publication counts. The Total Number of Residency Applicant Publications (TNRAP) has become the dominant metric but doesn't consider authorship position or study quality, leading to inflated and misleading measures of productivity. This study evaluates the Arms Race Control Score (ARCS), a novel effort-adjusted metric, compared to TNRAP in assessing otolaryngology residency applicants.
    STUDY DESIGN: Retrospective cohort.
    SETTING: National sample of otolaryngology residency applicants across 5 application cycles (2020-2024).
    METHODS: A total of 542 matched applicants from 30 programs (10 per US News ranking tier) with PubMed-indexed publications were analyzed. ARCS was calculated by weighting publications by study type, authorship position, and journal impact factor. Trends in TNRAP, cumulative Publication Value Units (cPVU), match characteristics, and ARCS were compared using t-tests, Pearson correlation, and ROC analysis.
    RESULTS: TNRAP rose significantly from 2020 to 2024 (mean 5.0-8.0; P = .002), while ARCS remained stable (mean ≈ 10; P = .055). ARCS re-ranked 64% to 98% of applicants annually and provided greater discrimination among applicants with identical TNRAP values. ROC analysis demonstrated that ARCS outperformed TNRAP in predicting top 10 match status.
    CONCLUSIONS: ARCS better reflects research effort and quality than raw counts, offering fairer applicant stratification and stronger predictive consistency for competitive matches. ARCS may mitigate superficial publication, promote meaningful scholarly engagement, and restore balance to the current "arms race" while offering an equitable framework.
    LEVEL OF EVIDENCE: 3:
    Keywords:  ARCS; Otolaryngology; PVU; Publications; Research Productivity; The Match
    DOI:  https://doi.org/10.1002/ohn.70232
  7. Int J Gynecol Cancer. 2026 Mar 09. pii: S1048-891X(26)00170-2. [Epub ahead of print]36(5): 104639
       OBJECTIVE: Retractions in scientific publishing have increased sharply in the past 2 decades, with more than 10,000 articles withdrawn globally in 2023. Despite this growth, the scope, causes, and temporal patterns of retractions within gynecologic oncology have not been systematically characterized. Understanding these patterns is essential to safeguard research integrity and maintain confidence in the oncologic evidence base.
    METHODS: We conducted a descriptive observational analysis of retracted gynecologic oncology publications using the Retraction Watch Database from its inception and publication outputs indexed in Web of Science between 1989 and 2024. Retracted articles were identified across all gynecologic oncology disease sites, and bibliometric characteristics, study type, country of origin, publisher, citation impact, time to retraction, and stated reasons for retraction were analyzed.
    RESULTS: We identified 220 retracted gynecologic-oncology articles published across 83 journals in all specialties. These retracted publications were cited 4955 times, with median citations per retraction of 6 (range; 0-1855). Ovarian (101, 45.9%), cervical (76, 34.5%), and endometrial cancer (34, 15.5%) were the most represented disease sites, and 126 (57.3%) of retracted articles were basic-science studies. Median time to retraction was 1 year (range; 0-14). Data concerns accounted for the majority of withdrawals (118, 53.6%), followed by compromised peer review (35, 15.9%), image duplication (15, 6.8%), and authorship or ethics issues (15, 6.8%). China accounted for the largest proportion of identified retractions (80.9%), followed distantly by the United States (4.1%) and Japan (2.7%). Two publishers accounted for 47.0% (n = 104) of retractions. When adjusted for overall publication volume (n = 265,102 gynecologic oncology articles), the global rate of retractions rose markedly from 0.7 per 1000 publications in 2000 to 10.1 per 1000 publications in 2024.
    CONCLUSIONS: These findings suggest opportunities to strengthen editorial and institutional safeguards, robust research-integrity training, and systematic implementation of fraud-detection tools to protect the quality of gynecologic-oncology literature.
    Keywords:  Article Retraction; Gynecologic Oncology; Plagiarism; Research Misconduct; Retractions
    DOI:  https://doi.org/10.1016/j.ijgc.2026.104639
  8. Curr Probl Diagn Radiol. 2026 Apr 02. pii: S0363-0188(26)00069-1. [Epub ahead of print]
       PURPOSE: To examine academic rank patterns across radiology subspecialties and determine whether advancement correlates best with bibliometric productivity or seniority.
    METHODS: Faculty data were collected from 6,836 academic radiologists of various ranks across eight subspecialties: Abdominal, Breast (BI), Cardiothoracic (CTR), Interventional (IR), Musculoskeletal (MSK), Neuroradiology, Nuclear Medicine/Molecular Imaging (NM/MI), and Pediatric (Peds) imaging. Linear regression models and matched comparisons assessed the relative contributions of academic age (years since first publication) and bibliometrics (h-index, publications, citations) to rank attainment.
    RESULTS: Significant differences in rank distribution existed across subspecialties, with full professor rates ranging from 13.9% (BI) to 37.7% (NM/MI). Publication metrics had the largest influence on rank with h-index the strongest single bibliometric predictor across all subspecialties (R² = 14.3%-37.6%). At equivalent bibliometric thresholds and academic age, full professor attainment rates varied substantially from MSK (80.0%) to CTR (46.7%) and Peds (47.4%). A Peds disadvantage persisted across all metrics and all career stages. BI had the lowest advancement rates at every academic age threshold.
    CONCLUSIONS: Academic rank advancement varies significantly across radiology subspecialties, with publication metrics the more impactful predictor of promotion than seniority. Peds faculty face uniquely high bibliometric thresholds for advancement that persist after controlling for academic age. These findings provide subspecialty-specific benchmarks for faculty advancement and highlight the value of tailored promotion expectations across radiology subspecialties.
    Keywords:  Academic Rank; Bibliometrics; Promotion; Publication
    DOI:  https://doi.org/10.1067/j.cpradiol.2026.04.001
  9. Adv Med Educ Pract. 2026 ;17 582931
       Background: Medical education research (MER) is crucial for aligning educational strategies with healthcare demands. Despite growing interest in the Arab region, little is known about its regional research productivity, collaboration patterns, and thematic evolution. This study aimed to assess the performance and trends of research in the field of medical education from the Arab region.
    Methods: A bibliometric analysis was conducted using the Web of Science (WoS) database, covering publications on medical education from 2005 to 2024 across 22 Arab countries. Bibliometric indicators, at the document, author, and country levels, along with collaboration network and thematic trends, were analyzed using the R-bibliometrix package.
    Results: Out of 47,237 global articles, the Arab region contributed 1844 (3.9%), led by Saudi Arabia (n=902), the UAE, and Egypt. A notable increase in publication volume was observed from 2019 onward. The Egyptian Knowledge Bank and King Saud University emerged as leading affiliations and funders. BMC Medical Education and Medical Teacher were the most productive journals. The analysis identified variations in publication volume and citation impact across the Arab region, with highly cited publications largely focusing on the development of regional medical education frameworks and the expanding use of e-learning approaches. The thematic evolution of medical education research was observed across 3 distinct phases: a foundational phase (2005-2010), a developmental phase (2011-2019), and a consolidation and innovation phase (2022-2024). Saudi Arabia showed the highest national productivity, while Qatar and the UAE demonstrated strong international collaboration.
    Conclusion: Medical education research in the Arab world has grown in volume and complexity over the last two decades, with diverse contributions and Saudi Arabia leading the regional output. Future efforts should focus on sustaining this momentum by addressing the underrepresentation of certain countries and by strengthening both regional and international collaborations.
    Keywords:  Arab countries; bibliometrics; medical education research; research productivity; web of science
    DOI:  https://doi.org/10.2147/AMEP.S582931
  10. Surg Neurol Int. 2026 ;17 138
       Background: Over the past decade, the Neurosurgery Research and Education Foundation (NREF) has offered an endovascular and vascular techniques course for senior residents to familiarize themselves with the basics of endovascular and cerebrovascular surgery. This study evaluates the impact of this course on the careers of previous attendees.
    Methods: A list of attendees between 2012 and 2022 from the NREF Endovascular and Vascular Techniques course was obtained, and data regarding each attendee, including demographics, career progression, and academic output, were determined. Outcomes included matriculation into endo-/cerebrovascular careers, clinical practice setting, and academic productivity measured through publication count and h-index.
    Results: From 2012 to 2022, 207 US neurosurgery residents attended the NREF Endovascular and Vascular Techniques course. Overall, 184 have graduated from residency, with 133 (72.3%) of these pursuing careers in vascular neurosurgery. Of the 172 currently practicing, 94 (54.7%) work in academic neurosurgery. The mean ± standard deviation [SD] number of publications after the course and total h-index were 22 ± 36 and 9 ± 8, respectively. The mean ± SD number of citations and cerebrovascular publications after the course were 348 ± 730 and 30 ± 53, respectively. Almost half of all papers published by previous attendees after the course (47.8%) were cerebrovascular publications.
    Conclusion: Young neurosurgeons who attended the NREF Endovascular and Vascular Techniques have found significant success pursuing vascular neurosurgery across the United States, both clinically and academically. The course has afforded these attendees unique insights and meaningful connections into the field that have proved invaluable in their careers.
    Keywords:  Academic; Career; Cerebrovascular; Endovascular; Training
    DOI:  https://doi.org/10.25259/SNI_1279_2025
  11. Angle Orthod. 2026 Apr 10. pii: e081525-693.1. [Epub ahead of print]
       Objectives: To determine the rate, characteristics, and reasons for retraction of orthodontic publications, and how often these articles continued to be cited after retraction.
    Materials and Methods: Retracted orthodontic publications were identified via PubMed and the Retraction Watch Database up to January 2025. Each article was screened and categorized using standardized taxonomy. Data collected included journal type, publisher, research design, study theme, country, and gender of the corresponding author, reasons for retraction, and post-retraction citation counts. Retraction rates were calculated using orthodontic output indexed in Scopus from 2010 to 2024.
    Results: A total of 39 retracted articles were identified, yielding a retraction rate of 0.08%. Nearly 28% (n = 11) occurred in 2023. Most retractions (66.7%, n = 26) came from multidisciplinary journals; only 15.4% appeared in orthodontic (n = 5) or dental journals (n = 5). Authors from Asian countries contributed to 76.9% (n = 30) of the retractions, with male corresponding authors making up 80% (n = 32). Clinical and in vitro/in vivo studies were the most affected. Retractions were primarily related to data integrity and editorial misconduct. About 60% (n = 23) continued to be cited after retraction.
    Conclusions: Orthodontic journals show relatively strong integrity but require continued vigilance. Although retractions in orthodontics are rare, they are increasing, particularly in multidisciplinary journals. Persistent citation of retracted research highlights the need for better editorial oversight and researcher awareness.
    Keywords:  Fraud; Orthodontics; Plagiarism; Research misconduct; Retraction
    DOI:  https://doi.org/10.2319/081525-693.1
  12. Front Med (Lausanne). 2026 ;13 1762387
       Objective: To identify the research status, major contributors, and emerging frontiers in acupuncture randomized controlled trials (RCTs) through bibliometric analysis, assisting clinicians, researchers, and policymakers in rapidly capturing valuable research hotspots and potential directions.
    Methods: Articles related to acupuncture RCTs published between January 1, 2010, and December 31, 2024, were retrieved 1,908 articles from the Web of Science Core Collection and Scopus. Multiple software tools (Origin 2021, CiteSpace, and VOSviewer) have been integrated to comprehensively visualize relationships among authors, journals, keywords, institutions, and countries.
    Results: The number of acupuncture RCTs grew steadily from 59 articles in 2010 to a peak of 205 in 2022, later stabilizing at 160. China led in output (1,096 articles), followed by the United States (263) and South Korea (216). Leading institutions included Beijing University of Chinese Medicine (166 articles; 2,084 citations) and Kyung Hee University (112 articles; top non-Chinese institution). Chinese scholars Liu Zhishun (most publications) and Liu Cunzhi (most citations) were the most prolific and highly cited researchers, respectively. The keywords of greatest interest were "Acupuncture" (1,188 times) and "Randomized Controlled Trial" (439 times). The next three most frequent keywords were "Electroacupuncture" (409 times), "Management" (291 times), and "Pain" (277 times). Burst keywords were "guidelines," "sleep," and "diagnosis" (2021-2022). Trials (274 articles) and Acupuncture in Medicine (H-index 26/2,099 citations) were the primary publishing journals.
    Conclusion: This study conducted a multidimensional analysis of the current state of acupuncture RCT research, revealing key research domains, hotspots, and potential trends. Building on these findings, we propose the following directions for future investigations: (1) identifying potential conditions for acupuncture through four classification approaches: conditions with conflicting research findings, conditions for which a body of evidence is emerging but has not yet reached a broad consensus, conditions for which modern medicine currently has no superior treatment options, and conditions where acupuncture can further expand its application; (2) key factors influencing acupuncture efficacy, such as acupoint prescription, core acupuncture parameters and the dose-effect relationship should be explored; (3) research quality and reliability should be ensured by adhering to rigorous methodological design and reporting standards, including appropriate selection of control groups and outcome measures.
    Keywords:  RCTs; acupuncture; bibliometric analysis; global trends; randomized controlled trial
    DOI:  https://doi.org/10.3389/fmed.2026.1762387
  13. J Adv Nurs. 2026 May;82(5): 4927-4932
       AIM: To analyse research publication performance of Australian and New Zealand professors and associate professors of nursing and midwifery, and compare with 2016 data.
    METHODS: A search of university websites was conducted to identify all nursing and midwifery professoriate in Australia and New Zealand. Each individual was then searched in the Scopus database to identify individual total citations, h-index, number of publications, first author Field Weighted Citation Impact (FWCI) and overall FWCI. Comparisons with 2016 data were also undertaken.
    RESULTS: A total of 304 academics were included, comprising 270 from Australia and 34 from New Zealand, and 169 full professors and 135 associate professors. Overall, total publications and citations had increased. Maximum h-index had increased; however, median only changed slightly.
    CONCLUSION: The study provides contemporary data that can support cases for academic promotion along with other benchmarking activities.
    IMPACT: Findings reflect the current research publication performance of the Australian and New Zealand professoriate and provide invaluable data for academic benchmarking in those countries and also in many others.
    PATIENT OR PUBLIC CONTRIBUTION: No patient or public contribution.
    Keywords:  midwifery; nurse education; research dissemination
    DOI:  https://doi.org/10.1111/jan.70130
  14. J Hand Surg Glob Online. 2026 May;8(3): 101001
       Purpose: This study aims to evaluate indicators of continued research involvement and activity among hand fellowship faculty. Specifically, we assess the impact of research publication counts during different stages of medical training and geographic factors on the academic productivity of hand surgeons.
    Methods: A retrospective cross-sectional analysis was conducted using data from all fellowships listed on the American Society for Surgery of the Hand Fellowship Directory from June 2024 to July 2024. Faculty names were collected, and an algorithm was used to automate searches for research publication output across preresidency, residency, fellowship, and postfellowship periods. PubMed and Scopus databases were used to compile publication counts and H-indices. Data were categorized by geographic regions (Northeast, Midwest, South, West) and analyzed using descriptive statistics, Kruskal-Wallis tests, and negative binomial regression to determine the relationship between publication counts during training and total career publications.
    Results: The analysis included 94 hand fellowship programs and 645 physicians. Major regional differences were observed in publication counts during fellowship, postfellowship, and overall medical careers, with the Midwest showing the highest averages. A negative binomial regression revealed that publication counts during residency and fellowship, as well as the length of the medical career, independently predicted total career publications. Finally, Southern programs had the highest area deprivation index values, whereas Western programs had the highest Hirsch index to area deprivation index ratios, indicating increased productivity regardless of the area's socioeconomic status.
    Conclusions: Research publication counts during hand surgeon training, particularly during fellowship, serve as key indicators of continued research leadership. Geographic variations suggest regional differences in research productivity and resource availability. These findings underscore the importance of early and sustained research involvement for academic success in hand surgery.
    Type of study/level of evidence: Prognostic III.
    Keywords:  Fellowship; Hand; Productivity; Publications; Research
    DOI:  https://doi.org/10.1016/j.jhsg.2026.101001
  15. J Indian Assoc Pediatr Surg. 2026 Mar-Apr;31(2):31(2): 194-203
       Background: Traditional bibliometric measures present limitations in capturing broader societal influence of medical research.
    Objective: To evaluate the altmetric performance of the Journal of Indian Association of Pediatric Surgeons (JIAPS) to assess its digital impact and online visibility beyond conventional citation metrics.
    Materials and Methods: A cross-sectional analysis with longitudinal trends (2008-2024) was conducted using Altmetric Explorer platform. The Altmetric Attention Scores (AAS), mention counts, platform-specific engagement, geographic distribution, and demographic patterns were analyzed. Website analytics and bibliometric comparisons supplemented altmetric findings.
    Results: Of 266 tracked articles (Altmetric.com), 200 (75.2%) received online mentions, generating 1236 total mentions across 13 digital platforms. Twitter/X dominated engagement (994 mentions, 80.4%), followed by news outlets (92 mentions, 7.4%). Peak attention occurred in 2024 with over 500 mentions. The highest-performing article achieved an AAS of 330, ranking within the top 5% globally tracked by Altmetric. Geographic analysis revealed international reach across 180 countries, with predominant engagement from Japan, USA, and Canada. The case reports of rare congenital anomalies generated highest social media attention, contrasting with highly-cited systematic reviews and clinical guidelines that received minimal online visibility.
    Conclusions: Despite being a regional specialty journal, JIAPS demonstrated global digital visibility through selective content resonating with public interest. Altmetric and bibliometric indicators showed complementary rather than competitive patterns, with rare case presentations driving social media engagement while evidence-based reviews influenced academic discourse. These findings position altmetrics as valuable tools for enhancing JIAPS's broader dissemination strategies.
    Keywords:  Altmetrics; Journal of Indian Association of Pediatric Surgeons; bibliometrics; digital visibility; pediatric surgery; social media engagement
    DOI:  https://doi.org/10.4103/jiaps.jiaps_318_25
  16. Surg Neurol Int. 2026 ;17 149
       Background: Traumatic brain injury (TBI) remains a major global health issue with high incidence and mortality, particularly in East Asia. However, most high-impact publications still originate from Western institutions. Significant heterogeneity in study designs, populations, and outcome measures limits the development of standardized clinical guidelines. Bibliometric analysis helps map the scientific landscape, highlight trends and gaps, and support more targeted research.
    Methods: A total of 79,608 publications related to TBI were retrieved from the Dimensions database for publications from 2000 to 2025. From this dataset, the top 100 most-cited articles were selected and further analyzed using VOSviewer to map study design, keywords, institutions, authors, and research collaboration networks.
    Results: Frequent keywords included "Mild Traumatic Brain Injury", "Intracranial Pressure", and "Death". Most studies involved human subjects (n = 82), mainly cross-sectional designs. Mild TBI was predominantly investigated using observational studies, with no specific randomized clinical trial. Only 6% of articles specifically focused on pediatric populations. Prominent institutions included Imperial College London and the University of California, Los Angeles. Leading authors were mainly from the UK and the USA. Despite the high burden of TBI in East Asia, most influential studies came from Western countries.
    Conclusion: This bibliometric analysis identifies critical gaps in TBI research, including the absence of randomized controlled trials evidence for mild TBI, underrepresentation of pediatric research, and a geographic mismatch between research output and disease burden. Addressing these gaps can improve evidence-based practice and advance global TBI care.
    Keywords:  Bibliometric analysis; Research trends; Top-cited publications; Traumatic brain injury; Visualization
    DOI:  https://doi.org/10.25259/SNI_837_2025
  17. Clin Orthop Surg. 2026 Apr;18(2): 250-262
       Background: Knee replacement is a surgical procedure designed to alleviate severe knee pain and dysfunction by removing the damaged joint surface and replacing it with an artificial prosthesis, thereby restoring joint function and reducing pain. This study aims to identify and analyze research trends related to perioperative complications associated with knee replacement through a comprehensive bibliometric analysis.
    Methods: A systematic literature search was conducted using the Web of Science Core Collection (WoSCC) database. For bibliometric analysis, we utilized VOSviewer, CiteSpace, and the R package "Bibliometrix" to visualize collaboration networks, keyword co-occurrences, and emerging research trends.
    Results: A total of 5,751 articles published between 1973 and 2024 were included, contributed by 22,328 authors affiliated with 213 institutions across 47 countries. The United States (USA) led in publication volume with 2,403 articles and the highest citation count of 70,642. Parvizi Javad was identified as the most prolific author, contributing substantially with a high citation impact, while Harvard University emerged as the most productive institution. The Journal of Arthroplasty was a central publication venue, highlighted by its strong citation metrics. The most frequently occurring keywords were "outcomes" and "risk factors," reflecting core research themes in perioperative complications associated with knee replacement. Keyword burst analysis indicated increased research focus on topics such as "dislocation" and "enhanced recovery," underscoring key trends in the field.
    Conclusions: This bibliometric analysis highlights pivotal research trends in perioperative complications of knee replacement, with the USA and Harvard University as primary contributors. Future research is expected to focus on advancing Enhanced Recovery After Surgery protocols to further reduce complications and improve patient outcomes.
    Keywords:  Arthroplasty; Bibliometrics; CiteSpace; Intraoperative complications; Knee replacement
    DOI:  https://doi.org/10.4055/cios25243
  18. Nucl Med Commun. 2026 Apr 03.
       OBJECTIVE: This study aims to provide a comprehensive bibliometric analysis of the research landscape, technological evolution, and future trends in the field of programmed death ligand-1 (PD-L1) PET probes.
    METHODS: Publications related to PD-L1 PET probes from 2010 to 28 August 2025, were retrieved from the Web of Science Core Collection. Bibliometric analysis and visualization were performed using CiteSpace, VOSviewer, and Bibliometrix R package.
    RESULTS: Our analysis included 389 publications. The field has experienced exponential growth since 2016. China and the USA were the leading contributors, with the latter demonstrating superior citation impact due to seminal early studies. The technological evolution reveals a clear paradigm shift from large antibody-based probes towards small and medium-sized molecules, driven by the demand for improved clinical translation. 68Ga and 89Zr are the most commonly used radionuclides at present, suitable for small-to-medium molecules and antibody-based probes, respectively. Peptides and nanobodies are the most promising molecular scaffold, balancing imaging performance and clinical practicality. Cooccurrence and burst detection analysis identified nonsmall-cell lung cancer, antibody, nanobody, PET, and PD-1/PD-L1 as the top trending topics.
    CONCLUSION: This bibliometric analysis delineates the current state, evolutionary patterns, and prospective research avenues in PD-L1 PET probe research, highlighting the advancements in noninvasive immuno-imaging and offering a data-driven perspective for researchers.
    Keywords:  bibliometrics; immunotherapy; molecular imaging; positron emission tomography probe; programmed death ligand-1; research hotspots
    DOI:  https://doi.org/10.1097/MNM.0000000000002152
  19. Front Med (Lausanne). 2026 ;13 1790140
       Background: Osteoarthritis (OA) is a whole-joint disease driven by complex immunopathogenic mechanisms and chronic inflammation, positioning platelet-rich plasma (PRP) as an emerging therapy of significant interest.
    Objective: This study conducts a bibliometric analysis to systematically map the global research landscape, hotspots, and immunological trends of PRP for the treatment of OA from 2004 to 2024.
    Methods: We analyzed 1,862 articles and reviews retrieved from the Web of Science Core Collection (WoSCC) for bibliometric mapping, complemented by 148 clinical trial records from PubMed for qualitative analysis. We utilized VOSviewer, CiteSpace, and the R-package bibliometrix for visual analysis of countries, institutions, authors, journals, and keywords.
    Results: The results demonstrate a significant growth in annual publication volume since 2012, with the United States (1,675 publications) and China (1,310 publications) being the most productive countries. The Rizzoli Orthopaedic Institute, the Hospital for Special Surgery, and Rush University were identified as core research institutions, while Giuseppe Filardo was the most prolific author. The American Journal of Sports Medicine ranked as the leading journal in both publication count and total citations. Keyword analysis identified four major research hotspots: disease targets and tissue mechanisms, pathophysiological processes, comparative clinical treatments, and research methodologies. Recent research frontiers include "macrophage polarization" and "exercise."
    Conclusion: This study provides bibliometric evidence that the research landscape of PRP for OA is transitioning from a focus on tissue regeneration to immunomodulation. The field has evolved from observing clinical outcomes to unraveling the intricate immune-mediated mechanisms, particularly the regulation of macrophage phenotypes and inflammatory mediators. Future research should prioritize standardizing PRP protocols based on their immunomodulatory potential and further exploring strategies to precisely manipulate the joint inflammatory environment for therapeutic gain.
    Keywords:  bibliometrics; inflammation; osteoarthritis; platelet-rich plasma; research hotspots
    DOI:  https://doi.org/10.3389/fmed.2026.1790140
  20. Int J Med Sci. 2026 ;23(4): 1395-1407
       Background: Biostatistics is essential in personalized medicine, enabling the analysis of complex data, optimizing treatment strategies, and ensuring robust clinical trial designs for patient-specific therapies. The aim of the article was to find out the opinion of Global Burden of Disease Collaborators on the statistical recommendations that should be implemented in medical journals.
    Materials and Methods: The study involved 150 GBD Collaborators who authored articles between 2018 and 2023 under the research coordination of the Institute for Health Metrics and Evaluation. The analysis included 11 statistical recommendations and parameters such as the Hirsch index, number of published articles, and scientific seniority. Additionally, opinions were assessed regarding the percentage of accepted scientific manuscripts that meet statistical validity.
    Results: The key recommendation highlighted by the GBD collaborators is to ensure regular statistical reviews when there is uncertainty about the quality of the authors' analyses (p < 0.001). The remaining recommended guidelines primarily involve the publication of statistical recommendations (50%) and their inclusion on journal websites (53%). The GBD Collaborators, who assert that a lower percentage of accepted articles in medical journals are statistically correct, recommend that authors consult the statistical recommendations posted on journal websites before submitting an article (p = 0.03) and advocate for uniform publication guidelines across journals (p = 0.01).
    Conclusion: More emphasis should be placed on implementing statistical recommendations in medical journals, not just publishing them.
    Keywords:  biostatistics; medical journals; statistical reviews; surveys and questionnaires
    DOI:  https://doi.org/10.7150/ijms.119771
  21. AIDS Rev. 2026 Mar 17. 28(1): 30-39
      With the advancement of antiretroviral therapy, two-drug regimens have emerged as a viable and promising strategy for human immunodeficiency virus (HIV) care and management, offering potential advantages in safety, treatment adherence, and cost-effectiveness. Although scholarly interest in this field is growing, a comprehensive bibliometric analysis remains lacking; accordingly, this study aimed to map the research landscape, identify emerging trends, and explore collaborative networks in the field of two-drug HIV treatment regimens. To this end, studies on two-drug HIV treatment regimens were retrieved from the Web of Science Core Collection. After screening and deduplication, key bibliometric data were extracted. Subsequent analyses were performed using the Bibliometrix R-package and VOSviewer to visualize annual publication output, geographical distribution, institutional collaborations, journal influence, author networks, and keyword evolution trends. Ultimately, 3,262 publications were included, with an annual growth rate of 9.23%. The United States was the most productive country (974 publications, 29.9%), while Harvard University topped institutional rankings (430 publications). AIDS was the leading journal (199 publications), and core authors (e.g., Carr A) contributed substantially. Keyword analysis revealed that two-drug regimens are transitioning from "alternative options" to "mainstream choices" in HIV treatment, with their development reflecting a focus on balancing efficacy and safety, as well as aligning technological innovation with clinical demands. This bibliometric study delineates the evolving landscape of two-drug HIV treatment research, with North America and Europe making prominent contributions. It highlights key research foci and collaboration patterns, providing valuable insights for researchers, clinicians, and policymakers to prioritize future research and optimize HIV treatment strategies.
    DOI:  https://doi.org/10.24875/AIDSRev.25000029
  22. J Nurs Manag. 2026 ;2026(1): e9740644
       BACKGROUND: The United Nations Sustainable Development Goals (SDGs) offer a comprehensive global framework for promoting health, equity, and sustainability. Whereas alignment with the SDGs is increasingly encouraged in academic institutions, the extent to which faculty expertise in SDGs influences traditional research impact metrics remains insufficiently explored.
    OBJECTIVE: To investigate the relationship between nursing faculty expertise in SDGs and research impact metrics.
    METHODS: A retrospective cross-sectional design was employed using data from 121 nursing faculty members at Mahidol University, Thailand. Information on SDG-related expertise and research performance was obtained from the Mahidol University Research Excellence Database (MUREX) and Scopus. SDG expertise was operationalized using SDG alignment data derived from the Scopus Author Profile, which applies machine learning and keyword-based text mining to map publications to the 17 SDGs. Descriptive statistics, Pearson's correlation, and multiple linear regression analyses were used to examine associations between SDG expertise, academic experience, and research impact metrics, including H-index, citation count, and research output. Extreme Gradient Boosting (XGBoost) was applied as a complementary machine learning approach to identify influential features and potential nonlinear patterns, with the Synthetic Minority Oversampling Technique (SMOTE) used to address imbalance in categorical SDG expertise classes.
    RESULTS: Faculty members with greater expertise in SDGs demonstrated significantly higher research impact metrics. SDG expertise significantly predicted H-index (β = 0.65, p < 0.001), total citations (β = 31.78, p = 0.004), and total research output (β = 2.41, p < 0.001). Research experience was also a significant predictor of research impact. Machine learning analyses identified SDG expertise breadth and international collaboration as influential features, and faculty aligned with SDG13 (Climate Action) demonstrated a higher proportion of top-cited publications.
    CONCLUSION: SDG expertise is a key determinant of academic impact, reinforcing the need for greater institutional support for SDG-aligned research. Interdisciplinary collaboration and engagement with broader sustainability challenges may enhance faculty research visibility. Future research should explore longitudinal trends and policy implications for integrating SDGs into faculty assessment frameworks.
    Keywords:  UN SDGs; XGBoost; machine learning; nursing faculty; research impact metrics
    DOI:  https://doi.org/10.1155/jonm/9740644
  23. Autism. 2026 Apr 09. 13623613261433165
      Researchers' false, incomplete, or missing disclosures of conflicts of interest (COIs) can introduce bias into research, can erode public trust in research findings, and represent ethical violations of most academic journal policies. A 2020 study discovered that publications in applied behavior analysis (ABA) journals are particularly problematic in adherence to COI disclosure ethics. The current study is a 5-year update of this previously conducted study. We examined autism intervention research articles published over a 1-year period in eight ABA journals. Two coders extracted author names and COI disclosure statements from each study and conducted web searches to determine if authors were affiliated with organizations providing ABA services or consulting. One hundred and nineteen studies met our inclusion criteria, from which we compiled a database of 450 authors. Seventy-eight percent of authors held clinical and/or consultancy COIs. At the study level, 93% of studies were written by at least one author with a clinical and/or consultancy COI. Only 8% of studies disclosed any author COIs, and only 2% disclosed clinical and/or consultancy COIs. Ninety-three percent of statements claiming no COIs were false. COIs are increasingly pervasive in ABA autism intervention research, and the vast majority remain undisclosed.Lay AbstractThis study looked at how often researchers who publish about autism interventions in journals focused on one type of intervention called Applied Behavior Analysis (ABA) tell readers about their conflicts of interest (COIs). COIs happen when researchers benefit from showing something specific in their research, such as an intervention making things better for autistic people. The COIs we looked at are when researchers also receive money to provide ABA to autistic people or help other researchers provide ABA to autistic people (i.e., they worked as a consultant). COIs can negatively affect how research is designed, interpreted, and presented. We wanted to see if researchers tell readers about their COIs, or if they say they do not have COIs when they do. We reviewed autism-related intervention papers published over 1 year in eight ABA journals. For every paper, we copied the COI statement. Then, we searched online to see if authors were working as or consulting with ABA service providers. We looked at 119 papers with a total of 450 authors. This study is a five-year update of a 2020 study that found widespread but rarely reported financial COIs among ABA researchers. In our updated study, we found that 78% of authors had a COI. Some worked in ABA clinics, some offered paid consulting to other ABA providers, and some did both. Almost all papers (93%) had at least one author with these kinds of connections. But very few (8%) mentioned any COIs, and only 2% of papers stated that the authors worked as ABA providers or consultants. Most papers said the authors had no conflicts at all, but this was often not true. In fact, 93% of "no COI" statements were false. Although more ABA journals now require disclosure than in the past, many statements are still inaccurate, showing that the problem has not improved. The people in charge of publishing research, and the people who write research papers, need to do much better to let readers know about researchers' COIs.
    Keywords:  applied behavior analysis; autism; conflicts of interest; research ethics
    DOI:  https://doi.org/10.1177/13623613261433165
  24. J Microbiol Biol Educ. 2026 Apr 10. e0032725
      Open educational resources (OERs) are freely accessible and adaptable teaching materials. In biology, OERs in the form of published lesson plans have steadily increased over the past 20 years. These lesson plans cover core concepts in biology and act as guides to incorporate evidence-based teaching practices into courses. The development and publication of these resources also provide an opportunity for the recognition of teaching-focused scholarship. Journals that publish peer-reviewed OERs provide credit through citable references, allowing authors to be recognized for tenure, promotion, and advancement decisions. Yet, despite this potential for recognition, little is known about how authors perceive the value of these publications or how well they align with institutional reward systems. Here, we surveyed first authors of published peer-reviewed OERs and found that authors across institutional contexts personally valued their publications. However, there are significant differences in how authors at Non-Doctoral and Doctoral-granting institutions perceive how their institutions value OER publications. These results provide a foundation by which biology departments and institutions can strengthen support and recognition for OER authorship. Moreover, having guidance for how peer-reviewed OER publications count for decisions around professional advancement and recognition may be beneficial, especially for faculty in teaching-focused positions.
    Keywords:  institutional support; open educational resources; promotion; survey; teaching-focused; tenure
    DOI:  https://doi.org/10.1128/jmbe.00327-25
  25. Am Surg. 2026 Apr 11. 31348261441667
      BackgroundHistorically, women in surgery have faced systemic barriers to becoming physicians, including cultural expectations that discourage leadership roles. This study provides a descriptive analysis of the educational, professional, and academic profiles of women serving as surgical chairs in the United States, with the goal of offering insight to support current and future surgical trainees.MethodsSupplementary data, including educational history, professional achievements, and publication metrics, were collected from public resources such as institutional websites, LinkedIn, and Doximity.ResultsOn average, women surgical chairs reached their positions 18.5 years after completing residency. Most (96%, 22/23) pursued fellowship training across 13 specialties, with surgical oncology being the most common (26.1%, 6/23). Nearly half (47%, 11/23) earned an additional advanced degree, including MS, MBA, or MPH qualifications. Before their appointment as Chair of the Department of Surgery, these women spent an average of 8.1 years at their institution. Their academic contributions were notable, with a mean of 208 publications, 11,428 citations, an H-index of 56.7, and an i-10 index of 151.6.DiscussionDespite ongoing strides toward gender equity in surgery, significant barriers to leadership for women remain. This study aims to illuminate the pathways taken by current women leaders, providing a framework to inspire and guide future generations of women surgeons toward leadership roles.
    Keywords:  chairs of surgery; female leadership; leadership; underrepresented group; women in surgery
    DOI:  https://doi.org/10.1177/00031348261441667
  26. Can J Anaesth. 2026 Apr 10.
       PURPOSE: In this study, we sought to evaluate the presence, quality, and accessibility of data sharing statements (DSS) in research articles published in five high-impact anesthesiology journals from 2020 to 2023. Data sharing is foundational to research transparency and reproducibility. As anesthesiology evolves, understanding how DSS are implemented in selected high-impact journals can inform open science efforts within anesthesiology research.
    METHODS: We conducted a cross-sectional study of five top-ranked anesthesiology journals selected using 2023 Clarivate Journal Impact Factor (JIF) rankings. Eligible studies (2020-2023) were screened in duplicate using Rayyan, and data were extracted using a structured Google Form. We used a large language model (ChatGPT, GPT-4) to aid in the exploratory thematic development of DSS, with manual validation by investigators.
    RESULTS: Among 1,123 included articles, DSS prevalence varied by journal and year. In Anaesthesia, Critical Care & Pain Medicine, articles with DSS increased from 15% (4/26) in 2020 to 30% (9/30) in 2023, whereas the prevalence of DSS remained below 8% in Anesthesia & Analgesia. Government-funded studies were more likely to include DSS (β = 0.734, P = 0.047), while higher JIF was negatively associated with DSS inclusion (β = -0.298, P = 0.008). Thematic analysis showed "Conditional Data Availability" was the most frequent DSS type (74%). Of authors contacted, 28% responded, and 14% ultimately agreed to share data for replication.
    CONCLUSIONS: We found that DSS were underused in leading anesthesiology journals. Strengthening journal policies, funder mandates, and education on data sharing practices may promote greater transparency in anesthesia research. Because our analysis focused on a limited sample of journals, findings may not be generalizable to the entire field of anesthesiology.
    Keywords:  anesthesiology; data sharing; data sharing statements; meta-research; transparency
    DOI:  https://doi.org/10.1007/s12630-026-03093-8
  27. Environ Plan F Philos Theory Models Method Pract. 2025 Dec;4(4): 470-491
      Promoters of urban ecology commonly point to the historical absence of the city in ecology. This assertion is obviously meant to highlight the novelty and timeliness of urban ecology and to plead for its development. Given the founding role of this ignorance narrative for urban ecology, we deemed it essential to explore whether and how it could be empirically substantiated. Drawing on ignorance studies, we propose to investigate knowledge blind spots and questions left uncharted by the dominant research agendas in ecology. Stepping aside from the shared assumptions within the urban ecology community, we set up to explore the main features of a regime of (im)perceptibility of the city in ecology. To this end, and using a mix of methods including bibliometric and textual data analyses, observations and interviews, we combined the exploration of global scientific publications, naturalist inventories in Swiss research institutions and cities and everyday ecological research practices in Switzerland. Our analysis leads to nuancing the binary representation of the city as either absent or present in ecological research. It highlights three dimensions (epistemic framings, field practices and institutional marginality) that may explain the imperceptibility of the city in ecological research. We demonstrate the existence of ecological research in the city before and alongside self-declared 'urban ecology'. Ignorance studies generally aim to expose biased historiographies and address the politics of contentious knowledge. We hypothesize and show that this analytical framing can also shed light on the obfuscation of past and rival research in the formation and consolidation of epistemic communities.
    Keywords:  Switzerland; Urban ecology; global; imperceptibility; knowledge blind spots; situated and everyday science
    DOI:  https://doi.org/10.1177/26349825241241522
  28. Nature. 2026 Apr 09.
      
    Keywords:  Institutions; Scientific community
    DOI:  https://doi.org/10.1038/d41586-026-01147-x
  29. Front Sports Act Living. 2026 ;8 1785033
       Introduction: Despite the extensive penetration of digital technologies into the field of sports, a comprehensive review of the knowledge structure and developmental trends in this domain remains lacking. This study aims to employ co-word analysis to systematically map, for the first time, the knowledge landscape of international digital sports research from 2005 to 2025, identifying its core themes and evolutionary trends.
    Methods: Drawing on a sample of 1,318 core English-language papers from the Web of Science database, this study utilized BICOMB 2.0, SPSS 26.0, and UCINET 6.0 to conduct high-frequency word analysis, social network analysis, and cluster analysis.
    Result: A total of 39 high-frequency keywords were extracted, and four main research clusters were identified: Digital Innovation Promoting the Development of Sports Media; Implementation of Digital Devices in Sports Training; Integration of Digital Technology in Physical Education; Impact of Digital Transformation on Sports Health. The study found that "exercise," "gamification," and "physical activity" were the most closely interconnected terms, while keywords such as "kinesiology" and "biomechanics" remained at the periphery of the research network.
    Conclusion: This study reveals, for the first time, the four major clusters within digital sports research and their underlying socio-technical logics-platformization, the datafication of the body, technological mediation, and the health paradox. It also highlights the disconnect between traditional sports science and digital research. This macro-level framework provides a foundation for subsequent theoretical integration and interdisciplinary dialogue.
    Keywords:  bibliometric analysis; co-word analysis; digital sports; research trend; social network analysis; word frequency analysis
    DOI:  https://doi.org/10.3389/fspor.2026.1785033
  30. J Cataract Refract Surg. 2026 Apr 03.
       PURPOSE: To analyze gender representation across a hierarchy of speaking roles at major international ophthalmology conferences and quantify disparities in high-prestige invited roles vs merit-based submitted roles.
    SETTING: Annual meetings of seven international ophthalmology societies (AAO, ASCRS, ESCRS, UKISCRS, AUSCRS, BRASCRS, ICO) from 2019 to 2024.
    DESIGN: Retrospective, cross-sectional study.
    METHODS: A total of 40,940 speaker slots were analyzed. Gender was determined using a validated protocol combining API analysis and manual verification. Roles were classified into a three-tiered hierarchy: Tier 1 (High Prestige: named lecturers, keynotes, awards), Tier 2 (Invited Faculty), and Tier 3 (General Presenter: submitted papers). Multivariable logistic regression assessed the association between gender and role prestige.
    RESULTS: Women held 5,397 (36.6%) of Tier 3 (submitted) roles but only 45 (25.6%) of Tier 1 (high-prestige) roles. In multivariable analysis adjusted for conference and year, women had significantly lower odds of occupying a high-prestige role compared with a submitted role (adjusted odds ratio, 0.59; 95% CI, 0.42-0.84; P = .003). A "glass podium" effect was observed, with women's representation decreasing as role prestige increased.
    CONCLUSIONS: Despite robust participation in submitted research, women remain underrepresented in the most visible, career-advancing roles. This disparity supports consideration of more objective and structured approaches to speaker invitation and role allocation in invited conference programming.
    DOI:  https://doi.org/10.1097/j.jcrs.0000000000001952
  31. Am Surg. 2026 Apr 09. 31348261441678
      BackgroundWeb scraping-the automated extraction of data from websites-has become an essential technique for researchers seeking to collect large-scale data that would be impractical to gather manually. Surgeon-scientists increasingly encounter publicly available web data relevant to outcomes research, health services analysis, workforce studies, and policy work, yet technical guidance on implementing web scrapers remains limited in the surgical literature.MethodsThis tutorial provides a clinician-oriented technical guide to web scraping for surgical research. We present key concepts including static vs dynamic websites, CSS selectors, browser automation, rate limiting, and ethical considerations. A complete worked example demonstrates the full pipeline by scraping a surgical research group's publication page (https://www.onetomapanalytics.com) to build a structured bibliometric database.ResultsThe worked example successfully extracts structured publication data-including titles, author lists, abstracts, keywords, and PubMed links-from a JavaScript-rendered website, producing an analysis-ready data set. We demonstrate how this pipeline generalizes to other surgical research applications including hospital price transparency data, residency program characteristics, and quality metrics.ConclusionsWeb scraping is a powerful tool for surgeon-scientists when implemented with technical rigor and ethical responsibility. By anchoring the tutorial to a concrete surgical use case and providing a reusable code template, we equip surgical researchers with the foundational knowledge to design, implement, and adapt web scrapers for their own data collection projects.
    Keywords:  Python; Selenium; automation; bibliometrics; browser automation; data extraction; hospital price transparency; publication data mining; research methodology; surgical research; web scraping
    DOI:  https://doi.org/10.1177/00031348261441678
  32. Dig Dis Sci. 2026 Apr 06.
       PURPOSE: Studies show women are underrepresented in gastroenterology (GI). Understanding representation is crucial to improving representation. This study describes the geographic distribution of women in academic GI in the United States (US).
    METHODS: We conducted a cross-sectional study of 224 US GI fellowship programs in 2023 by review of program websites and direct inquiry. Gender distribution of trainees and faculty across US regions was evaluated. Program characteristics were examined in univariate analyses. Logistic regression models assessed factors associated with women in leadership, adjusting for program type and region.
    RESULTS: Women comprised 39.3% of 1,801 fellows and 30.2% of 3,899 GI faculty. Percentage of women fellows was highest in the West (50%), Northeast (38%), South (33%), and Midwest (33%), (p = 0.014). Median percentage of senior women faculty was highest in the Northeast (27%) (p = 0.009). Programs with women GI division chiefs had more women GI fellowship program directors (60% vs 40%, p = 0.001) and higher median percentage of women faculty (33% vs 26%, p = 0.016). The presence of a woman GI division chief was independently associated with having a woman GI fellowship program director (p = 0.008) and increased percentage of women faculty (p < 0.001).
    CONCLUSION: Gender representation varied regionally, with some institutions lacking women faculty or trainees. Women in leadership are associated with greater faculty gender diversity, potentially impacting trainee recruitment, faculty retention, and patient care. The association between women GI division chiefs and increased women faculty and program directors highlights how leadership gender diversity may support recruitment and retention of women in academic GI.
    Keywords:  Female; Gastroenterology; Gender; Leadership; Physician; Representation; Women
    DOI:  https://doi.org/10.1007/s10620-026-09861-2
  33. Sci Data. 2026 Apr 09.
      This article presents a multidisciplinary dataset of research papers annotated with software mentions, built by the SoFAIR project in collaboration with the CLARIN-PL team. The SoFAIR project aims to support the reproducibility of research and the reuse of data and to recognise the contribution of software developers. The dataset was created through a workflow consisting of text selection, automatic preannotation of documents using the Softcite software-mentions tool, and manual gold standard annotation. The dataset contains more than 9,000 software mentions, divided into 10 categories, as well as more than 2,000 relationships between mentions, which come from almost 500 texts belonging to 18 scientific disciplines. The dataset presented here contains detailed data and statistics that can be used to evaluate language models or to further develop software extraction tools. The dataset is available in TEI XML format and has been made available under a CC-BY license.
    DOI:  https://doi.org/10.1038/s41597-026-07090-w
  34. Diabetes Obes Metab. 2026 Apr 07.
      
    Keywords:  barriers; clinical trial; cohort study; meta‐analysis
    DOI:  https://doi.org/10.1111/dom.70733