What Can SCORE Web Portal Usage Analytics Tell Us About How Surgical Residents Learn?

التفاصيل البيبلوغرافية
العنوان: What Can SCORE Web Portal Usage Analytics Tell Us About How Surgical Residents Learn?
المؤلفون: Amit R.T. Joshi, Mark Hickey, Mark A. Malangoni, Mary E. Klingensmith, Aitua Salami, Kerry B. Barrett
المصدر: Journal of surgical education. 74(6)
سنة النشر: 2017
مصطلحات موضوعية: Male, medicine.medical_specialty, Educational measurement, 030230 surgery, Session (web analytics), Education, 03 medical and health sciences, 0302 clinical medicine, Interquartile range, medicine, Humans, Curriculum, Internet, Descriptive statistics, business.industry, Internship and Residency, Resident education, Data science, Competency-Based Education, United States, Analytics, Education, Medical, Graduate, 030220 oncology & carcinogenesis, General Surgery, Physical therapy, Surgery, Female, Clinical Competence, Educational Measurement, business, Residency training, Software
الوصف: The Surgical Council on Resident Education (SCORE) was established in 2004 with 2 goals: to develop a standardized, competency-based curriculum for general surgery residency training; and to develop a web portal to deliver this content. By 2012, 96% of general surgery residency programs subscribed to the SCORE web portal. Surgical educators have previously described the myriad ways they have incorporated SCORE into their curricula. The aim of this study was to analyze user data to describe how and when residents use SCORE.Using analytic software, we measured SCORE usage from July, 2013 to June, 2016. Data such as IP addresses, geo-tagging coordinates, and operating system platforms were collected. The primary outcome was the median duration of SCORE use. Secondary outcomes were the time of day and the operating system used when accessing SCORE. Descriptive statistics were performed, and a p0.05 was deemed statistically significant.There were 42,743 total SCORE subscribers during the study period (75% resident and 25% faculty) with a mean of 14,248 subscribers per year. The overall median duration of SCORE use was 11.9minute/session (interquartile range [IQR]: 6.8). Additionally, there was a significant increase in session length over the 3 academic years; 10.1 (IQR: 6.4), 11.9 (IQR: 7.2), and 13.2minute/session (IQR: 5.4) in 2013 to 2014, 2014 to 2015, and 2015 to 2016, respectively (p0.001). SCORE usage was highest in November to February at 21.0minute/session (14.2) compared to July to October and March to June (12.3 [IQR: 3.2] and 9.6minute/session [IQR: 2.2]), respectively (p0.001). This seasonal trend continued for all 3 years. We observed an increased number of sessions per day over the 3 years: median of 1500 sessions/d (IQR: 1115) vs 1706 (IQR: 1334) vs 1728 (IQR: 1352), p0.001. (Fig.). Most SCORE sessions occurred at night: 38,011 (IQR: 4532) vs 17,529 (IQR: 19,850) during the day (p0.001). Windows was the most frequently used operating system at 48.9% (p0.001 vs others).SCORE usage has increased significantly over the last 3 years, when measured by number of sessions per day and length of time per session. There are predictable daily, diurnal, and seasonal variations in SCORE usage. The annual in-training examination is a prominent factor stimulating SCORE usage.
تدمد: 1878-7452
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8144f3f5b8774f0ac2c2d54af43a3d75
https://pubmed.ncbi.nlm.nih.gov/29079112
Rights: CLOSED
رقم الانضمام: edsair.doi.dedup.....8144f3f5b8774f0ac2c2d54af43a3d75
قاعدة البيانات: OpenAIRE