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Bridging the gap:A scoping review of wet and dry lab simulation training in orthopaedic surgical education
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作者 Sari Wathiq Al Hajaj Chandramohan Ravichandran +4 位作者 Karthic Swaminathan Sanjeevi Bharadwaj Vishnu V Nair Hussein Shoukry Sriram Srinivasan 《World Journal of Orthopedics》 2026年第1期132-139,共8页
BACKGROUND Orthopaedic surgical education has traditionally depended on the apprenticeship model of“see one,do one,teach one”.However,reduced operative exposure,stricter work-hour regulations,medicolegal constraints... BACKGROUND Orthopaedic surgical education has traditionally depended on the apprenticeship model of“see one,do one,teach one”.However,reduced operative exposure,stricter work-hour regulations,medicolegal constraints,and patient safety concerns have constrained its practicality.Simulation-based training has become a reliable,safe,and cost-efficient alternative.Dry lab techniques,especially virtual and augmented reality,make up 78%of current dry lab research,whereas wet labs still set the standard for anatomical realism.AIM To evaluate the effectiveness,limitations,and future directions of wet and dry lab simulation in orthopaedic training.METHODS A scoping review was carried out across four databases-PubMed,Cochrane Library,Web of Science,and EBSCOhost-up to 2025.Medical Subject Headings included:"Orthopaedic Education","Wet Lab","Dry Lab","Simulation Training","Virtual Reality",and"Surgical Procedure".Eligible studies focused on orthopaedic or spinal surgical education,employed wet or dry lab techniques,and assessed training effectiveness.Exclusion criteria consisted of non-English publications,abstracts only,non-orthopaedic research,and studies unrelated to simulation.Two reviewers independently screened titles,abstracts,and full texts,resolving discrepancies with a third reviewer.RESULTS From 1851 records,101 studies met inclusion:78 on dry labs,7 on wet labs,4 on both.Virtual reality(VR)simulations were most common,with AI increasingly used for feedback and assessment.Cadaveric training remains the gold standard for accuracy and tactile feedback,while dry labs-especially VR-offer scalability,lower cost(40%-60%savings in five studies),and accessibility for novices.Senior residents prefer wet labs for complex tasks;juniors favour dry labs for basics.Challenges include limited transferability data,lack of standard outcome metrics,and ethical concerns about cadaver use and AI assessment.CONCLUSION Wet and dry labs each have unique strengths in orthopaedic training.A hybrid approach combining both,supported by standardised assessments and outcome studies,is most effective.Future efforts should aim for uniform reporting,integrating new technologies,and policy support for hybrid curricula to enhance skills and patient care. 展开更多
关键词 Orthopaedic education Wet lab Dry lab Simulation training Virtual reality Surgical procedure
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Qingdao helps promote the innovative integration of standardization education and youth talent cultivation
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作者 Zhang Yongyan 《China Standardization》 2026年第1期45-45,共1页
The third International Standardization Youth Star Competition is held in Qingdao.We are very pleased to see that 236 teams from renowned domestic universities are actively participating in the competition.ISO has als... The third International Standardization Youth Star Competition is held in Qingdao.We are very pleased to see that 236 teams from renowned domestic universities are actively participating in the competition.ISO has also sent a representative to Qingdao,demonstrating its high level of attention and support for the competition. 展开更多
关键词 international standardization youth star competition standardization education youth talent cultivation Qingdao ISO standardization youth star competition domestic universities
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Evidence-based nursing to reduce polypharmacy risks in older cholecystectomy patients
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作者 Yu-Hua Deng Cai-Fang Zeng Jing Zhou 《World Journal of Gastrointestinal Surgery》 2025年第12期266-275,共10页
BACKGROUND With an aging society,older patients undergoing cholecystectomy often have multiple chronic diseases and require long-term multi-medication.Medication complexity significantly increases the risk of medicati... BACKGROUND With an aging society,older patients undergoing cholecystectomy often have multiple chronic diseases and require long-term multi-medication.Medication complexity significantly increases the risk of medication errors and adverse reactions,and effective nursing interventions are urgently required to ensure medication safety.AIM To investigate the efficacy of evidence-based nursing practices in mitigating polypharmacy risks among Suzhou Municipal Hospital Road Front Yard Area,thereby providing clinical guidance.METHODS The sixty older patients who underwent cholecystectomy between September 2024 and September 2025 treated with polypharmacy were enrolled.Using random number tables,hey were divided into study and control groups(n=30 each),who received routine medication nursing and evidence-based nursing,respectively.Pre-intervention and post-intervention comparisons were made between groups for medication knowledge,competence,and adherence scores.The incidences of duplicate medications,missed doses,self-discontinuation,unauthorized alterations,schedule changes,and adverse reaction rates assessed potential medication risks.RESULTS Both the study and control groups showed significant increases in medication knowledge,management competence,and adherence scores after intervention(all P<0.05).The study group had higher post-intervention scores(medication knowledge:87.29±5.09 vs 70.62±5.38;medication management competence:63.22±3.11 vs 56.19±4.08;medication adherence:7.13±1.04 vs 6.05±1.03,all P<0.05).The incidence of duplicate medication,missed doses,self-discontinuation,unauthorized dose alterations,and schedule modifications decreased in both groups post-intervention(all P<0.05),with lower rates in the study group(duplicate medication:13.33%vs 30.0%;missed doses:10.0%vs 26.67%;all P<0.05).The study group had a lower adverse reaction rate(3.33%vs 26.67%,P<0.05)and more patients with potential medication hazard level 0(83.33%vs 53.33%),while fewer patients had level 2 and 3 hazards(3.33%vs 16.67%and 0%vs 10.00%,respectively;all P<0.05).CONCLUSION Evidence-based nursing for polypharmacy risks in older adults undergoing cholecystectomy can enhance medication awareness,improve management and adherence,reduce adverse behaviors,and lower adverse reactions and hazard levels. 展开更多
关键词 evidence-based nursing POLYPHARMACY Older patients CHOLECYSTECTOMY Risk management
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Evidence-Based Education:The(Not So Simple)Case of French-Speaking Belgium 被引量:2
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作者 Dylan Dachet Ariane Baye 《ECNU Review of Education》 2021年第1期164-189,共26页
Purpose:Taking the case of educational reform in French-speaking Belgium(the Pact for Educational Excellence),this article aims to describe the process of integrating evidence-based education(EBE)into an educational r... Purpose:Taking the case of educational reform in French-speaking Belgium(the Pact for Educational Excellence),this article aims to describe the process of integrating evidence-based education(EBE)into an educational reform within a country where the influence of qualitative research is important.Design/Approach/Methods:A narrative case study was conducted to analyze and understand the stages of the ongoing educational reform process and the successive involvements of our research center in the work of this reform.Inspired by the paradigm of EBE,we initiated both the consultation processes intended to set the direction of educational decisions and programs.Findings:According to Slavin(2017,2019),providing educator-friendly reviews,making available a broad range of proven education programs,and providing resources to help schools to implement proven programs are levers for implementing evidence-based reform within an educational system.This article shows that one of the three levers is fully met.For the other two,work being done on EBE in the U.S.and the UK in particular can save us time.Originality/Value:This article highlights concrete actions that will ensure the gradual establishment and acceptance by political and educational actors of an evidence-based reform. 展开更多
关键词 Belgium education system reform evidence-based
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What Can China Learn From Evidence-Based Educational Reform?A Comparative Review of Educational Technology Programs’Effects on Mathematics Achievement 被引量:1
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作者 Chen Xie 《ECNU Review of Education》 2021年第1期65-83,共19页
Purpose:This review contrasts the U.S.and Chinese mainland in terms of educational technology programs’effects on mathematics achievement.The existing evaluation studies are assessed and compared,especially from the ... Purpose:This review contrasts the U.S.and Chinese mainland in terms of educational technology programs’effects on mathematics achievement.The existing evaluation studies are assessed and compared,especially from the perspective of research quality.Moreover,this review finds out what intervention programs work in these two countries and classifies evidence levels of effective programs.Design/Approach/Methods:A systematic review and meta-analysis method is used.Findings:The application of educational technology programs produced a better effect in Chinese mainland than in the U.S.,however,the quantity and quality of evaluation studies is concerning in Chinese mainland.Since 2010,four programs in the U.S.and one program in Chinese mainland have qualified for strong evidence of effectiveness,which are worthy of receiving scale-up grants.Originality/Value:This is the first systematic review to contrast the U.S.and China in terms of educational technology programs'effects on mathematics achievement.Determining what works through high-quality experiments is probably the most important requirement for evidence-based reform in education.This review compares the developments of the U.S.,a leader of the movement,with those of China,an undecided observer.The review may provide enlightenment for the undecided countries and regions. 展开更多
关键词 educational technology evidence-based reform mathematics achievement META-ANALYSIS
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Education-based approach to addressing non-evidence-based practice in preventing NSAID-associated gastrointestinal complications 被引量:5
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作者 Angel Lanas Juan V Esplugues +1 位作者 Javier Zapardiel Eduardo Sobreviela 《World Journal of Gastroenterology》 SCIE CAS CSCD 2009年第47期5953-5959,共7页
AIM:To evaluate an evidence-based educational program for improving strategies for prevention of non-steroidal anti-inflammatory drug(NSAID)-associated gastrointestinal(GI)complications. METHODS:Four hundred and fifty... AIM:To evaluate an evidence-based educational program for improving strategies for prevention of non-steroidal anti-inflammatory drug(NSAID)-associated gastrointestinal(GI)complications. METHODS:Four hundred and fifty-six specialists replied to a questionnaire that covered issues related to NSAID-induced adverse effects.They also collected data from their last five consecutive patients before and after they had attended an evidence-based seminar on GI prevention strategies. RESULTS:Four hundred and forty-one of 456 specialists(96.7%)participated in the survey,and 382(83.7%)in the education-based study that recorded data from 3728 patients.The specialists overestimated the risk of GI complications with NSAIDs,underestimated the GI safety profile of coxibs,but were aware of the risk factors and of the current prevention strategies.Proton pump inhibitors were co-prescribed with NSAIDs in>80% of patients with and without risk factors.The educational program had little impact on prescribing habits.CONCLUSION:Specialists are informed of advances in NSAID-associated adverse effects and have high rates of GI-prevention therapy.Our educational program did not alter these rates. 展开更多
关键词 Nonsteroidal anti-inflammatory agents education Gastrointestinal diseases Adverse effects Cyclooxygenase 2 inhibitors Proton pump inhibitors
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Cardiovascular Risk Factors and Evidence-Based Health Education
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作者 Marco Aurélio Lumertz Saffi Simoni Chiarelli da Silva Pokorski Eneida Rejane Rabelo-Silva 《Health》 2014年第7期625-631,共7页
The number of deaths associated with cardiovascular events remains constant in many countries due to new therapeutic approaches for prevention and treatment of atherosclerosis. This condition is widely attributable to... The number of deaths associated with cardiovascular events remains constant in many countries due to new therapeutic approaches for prevention and treatment of atherosclerosis. This condition is widely attributable to unhealthy outcomes in its association with risk factors such as smoking and sedentary behavior. Risk factors play a significant role in the progression of coronary artery disease. We conducted a review of the literature with the purpose of identifying primary risk factors for coronary disease, lifestyle change interventions, and expectations for a reduction in cardiovascular events on the basis of evidence-based health education strategies. In addition, we sought to contextualize this review so that nurses are trained to use these findings in their practice at different levels of care. 展开更多
关键词 NURSING CORONARY DISEASE RISK FACTORS education NURSING Research
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Improving Statistical Literacy through Evidence-Based Strategies Among First-Year Education Students in a State University
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作者 Israel M.Castillo 《Journal of Contemporary Educational Research》 2024年第1期246-259,共14页
Statistical literacy is crucial for cultivating well-rounded thinkers.The integration of evidence-based strategies in teaching and learning is pivotal for enhancing students’statistical literacy.This research specifi... Statistical literacy is crucial for cultivating well-rounded thinkers.The integration of evidence-based strategies in teaching and learning is pivotal for enhancing students’statistical literacy.This research specifically focuses on the utilization of Share and Model Concepts and Nurturing Metacognition as evidence-based strategies aimed at improving the statistical literacy of learners.The study employed a quasi-experimental design,specifically the nonequivalent control group,wherein students answered pre-test and post-test instruments and researcher-made questionnaires.The study included 50 first-year Bachelor in Secondary Education majors in Mathematics and Science for the academic year 2023-2024.The results of the study revealed a significant difference in the scores of student respondents,indicating that the use of evidence-based strategies helped students enhance their statistical literacy.This signifies a noteworthy increase in their performance,ranging from very low to very high proficiency in understanding statistical concepts,insights into the application of statistical concepts,numeracy,graph skills,interpretation capabilities,and visualization and communication skills.Furthermore,the study showed a significant difference in the post-test scores’performance of the two groups in understanding statistical concepts and visualization and communication skills.However,no significant difference was found in the post-test scores of the two groups concerning insights into the application of statistical concepts,numeracy and graph skills,and interpretation capabilities.Additionally,students acknowledged that the implementation of evidence-based strategies significantly contributed to the improvement of their statistical literacy. 展开更多
关键词 Statistical literacy evidence-based strategies Share and model concepts Nurturing metacognition Quasiexperimental
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Research on the Construction and Practice of an Evidence-Based Value-Added Evaluation System Based on Data-Driven 被引量:1
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作者 Lingduo Yang Lili Xu +2 位作者 Yan Xu Furong Peng Shuai Zhang 《Journal of Contemporary Educational Research》 2025年第5期61-67,共7页
Based on the educational evaluation reform,this study explores the construction of an evidence-based value-added evaluation system based on data-driven,aiming to solve the limitations of traditional evaluation methods... Based on the educational evaluation reform,this study explores the construction of an evidence-based value-added evaluation system based on data-driven,aiming to solve the limitations of traditional evaluation methods.The research adopts the method of combining theoretical analysis and practical application,and designs the evidence-based value-added evaluation framework,which includes the core elements of a multi-source heterogeneous data acquisition and processing system,a value-added evaluation agent based on a large model,and an evaluation implementation and application mechanism.Through empirical research verification,the evaluation system has remarkable effects in improving learning participation,promoting ability development,and supporting teaching decision-making,and provides a theoretical reference and practical path for educational evaluation reform in the new era.The research shows that the evidence-based value-added evaluation system based on data-driven can reflect students’actual progress more fairly and objectively by accurately measuring the difference in starting point and development range of students,and provide strong support for the realization of high-quality education development. 展开更多
关键词 DATA-DRIVEN evidence-based evaluation Value-added evaluation Large model educational evaluation reform
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Evidence-based control of stress response on intraoperative physiological indexes and recovery of patients undergoing gastrointestinal surgery 被引量:3
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作者 Chen-Dong Yuan Bao-Zhu Zhou +2 位作者 Ning-Yan Wang Qing-Qing Wan Zhen-Zhen Hu 《World Journal of Gastroenterology》 2025年第8期72-81,共10页
BACKGROUND Although the 2021 Chinese Clinical Practice Guidelines for Enhanced Recovery after Surgery(ERAS)provide recommendations for ERAS in gastrointestinal surgery,the clinical application of standard ERAS nursing... BACKGROUND Although the 2021 Chinese Clinical Practice Guidelines for Enhanced Recovery after Surgery(ERAS)provide recommendations for ERAS in gastrointestinal surgery,the clinical application of standard ERAS nursing models is challenging due to the variety of diseases involved in gastrointestinal surgery and the com-plex factors contributing to patient stress responses.Moreover,stress responses are more severe in older adult patients.Therefore,precision medicine is required to improve the quality of nursing care and promote postoperative recovery in gastrointestinal surgery.and demonstrate nursing benefits through clinical practice.METHODS This randomized clinical trial first established an evidence-based nursing ERAS protocol in older adult patients based on literature related to perioperative nursing measures for gastrointestinal surgery stress response.Next,392 older adult patients who underwent gastrointestinal surgery and were admitted to our hospital between December 2021 and June 2023 were categorized into two groups to receive evidence-based(study group)or conventional(control group)ERAS nursing models,respectively.Intraoperative physiological parameters during surgery and postoperative recovery indicators were compared between the groups.RESULTS Among 64 domestic and international studies,the stress responses of older adult patients mainly included emotional anxiety,sleep disorders,gastrointestinal discomfort,physical weakness,pain,and swelling.The appropriate nursing interventions included comprehensive psychological counseling,pre-and postoperative nutritional support,temperature control,pain management,and rehabilitation training.Compared with the control group,the study group showed lower heart rate,mean arterial pressure,blood glucose level,and adrenaline level;shorter duration of drainage tube placement,time to first flatus,time to first ambulation,and postoperative hospital stay;lower anxiety scores on postoperative day 3;and lower incidences of postoperative infection,obstruction,poor wound healing,and gastrointestinal reactions were lower in the study group(all P<0.05).CONCLUSION The evidence-based nursing measures targeting stress responses based on the conventional ERAS nursing model resulted in stable intraoperative physiological parameters during surgery,promoted postoperative recovery,and reduced the incidence of complications. 展开更多
关键词 Older adult patients Gastrointestinal surgery Stress response evidence-based nursing Enhanced recovery after surgery
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Construction of Vocational Education Quality Evaluation Index System from the Perspective of Digital Transformation Based on the Analytic Hierarchy Process of Higher Vocational Colleges in Hainan Province,China 被引量:2
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作者 Limei Fu 《Journal of Contemporary Educational Research》 2025年第1期282-289,共8页
In the context of the digital transformation of vocational education,a quality evaluation index system has been constructed.Based on a questionnaire survey conducted among higher vocational colleges and enterprises in... In the context of the digital transformation of vocational education,a quality evaluation index system has been constructed.Based on a questionnaire survey conducted among higher vocational colleges and enterprises in Hainan Province,it has been found that the quality of vocational education generally depends on the talent training program and professional construction at the macro level.At the meso level,the teacher level and teaching environment are critical,while at the micro level,the evaluation of talent training quality cannot be underestimated.Strategies for quality improvement in vocational education are proposed from the perspectives of talent training programs,major construction,teacher development,teaching environment,and talent training quality,all under the lens of digital transformation. 展开更多
关键词 Digital transformation Vocational education Evaluation index system
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Challenges and Innovations in Ideological and Political Education for College Students in the Micro-Public Opinion Environment 被引量:1
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作者 Haoyue Zhang Shumin Yan 《Journal of Contemporary Educational Research》 2025年第9期218-224,共7页
The micro-public opinion environment,characterized by information fragmentation,instantaneous dissemination,emotional contagion,and diverse values,has profoundly transformed the information acquisition patterns and co... The micro-public opinion environment,characterized by information fragmentation,instantaneous dissemination,emotional contagion,and diverse values,has profoundly transformed the information acquisition patterns and cognitive formation processes of college students.It also poses new challenges and opportunities for innovation in ideological and political education(hereinafter referred to as“IPE”)for college students.Starting from the contemporary value of IPE for college students,this paper analyzes the logical connection between the micro-public opinion environment and IPE,thoroughly examines the core challenges faced by IPE in this context,and proposes specific innovative paths from four perspectives:content,methods,subjects,and mechanisms.The aim is to provide insights for enhancing the pertinence and effectiveness of IPE for college students in the micro-public opinion environment. 展开更多
关键词 Micro-public opinion environment College students Ideological and political education educational innovation
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TikTok for Pop Vocal Music Education:The Guideline and Practical Cases 被引量:1
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作者 Zeyuan Hu 《Journal of Contemporary Educational Research》 2025年第5期247-251,共5页
With the development of new media technology and the popularity of the TikTok platform in China,a large number of popular vocal music teachers have flocked to online platforms for teaching.Online vocal music education... With the development of new media technology and the popularity of the TikTok platform in China,a large number of popular vocal music teachers have flocked to online platforms for teaching.Online vocal music education in China is undergoing a transformation and facing challenges.This study adopts an exploratory research approach,interviewing students learning pop vocal music,and observing popular pop teachers on TikTok.The advantages,disadvantages,techniques,and methods of domestic TikTok pop vocal music teaching were investigated and studied,and a series of experiences and suggestions for optimizing TikTok teaching were put forward.The results of this study are helpful for understanding the advantages and disadvantages of TikTok pop vocal music teaching and grasping the correct development direction.These guidance and suggestions can stimulate teachers’creativity and improve their vocal music teaching level. 展开更多
关键词 Online education Pop vocal TikTok Music teaching
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Top 200 most-cited papers on pharmacy education: a retrospective scientometric study under the era of holistic integrative pharmacy 被引量:1
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作者 Chuan-Yu Ren Rui Luo +5 位作者 Han Xie Xue-Juan Zhang Ying Huang Chuan-Bin Wu Xin Pan Zheng-Wei Huang 《Medical Data Mining》 2025年第2期48-62,共15页
Pharmacy is an important subfield of the medical sciences,and its development is inseparable from pharmacy education.Pharmacy education outputs indispensable professionals and expertise for the healthcare industry,pro... Pharmacy is an important subfield of the medical sciences,and its development is inseparable from pharmacy education.Pharmacy education outputs indispensable professionals and expertise for the healthcare industry,promotes the development of pharmacy skills,and supports the development of the pharmaceutical and health sectors.To this end,many insightful studies have been carried out to promote the development and progress of pharmacy education.These studies have been published in high-quality pharmacy education journals indexed in the Web of Science Core Collection(WoSCC),and the two journals with the largest number of published articles are the American Journal of Pharmaceutical Education and Currents in Pharmacy Teaching and Learning.The 200 most-cited papers historically in these two journals have a significant impact on the research paradigm and future directions in the field of pharmacy education.Therefore,this paper summarizes the knowledge domains of these 200 papers and uses the scientometric method to study their basic information,authorship distribution,citation performance,publishing paradigm and hotspot mining.The era of Holistic Integrative Pharmacy(HIP),in which the focus has shifted from isolated pharmacological interventions to more collaborative,patient-centered,and interdisciplinary approaches,underscores the importance of evolving educational methodologies.In this context,understanding the scientometric trends in pharmacy education becomes even more crucial.This study aims to explore the current development status of pharmacy education,develop more innovative and effective educational models,and promote the widespread application of HIP in pharmacy education.The goal is to enhance the overall quality of pharmacy education and provide guidance and insights for the future development of pharmacy education. 展开更多
关键词 pharmacy education SCIENTOMETRICS holistic pharmacy web of science
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The Era of Intelligence: The Picture and Path of STEM Education to Empower the Cultivation of New Quality Talents 被引量:1
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作者 Wei Xu Tongbang Wang 《教育技术与创新》 2025年第3期1-8,共8页
The cultivation of new quality talents has become a strategic need for national development.STEM education and intelligent technology are crucial in fostering the high-quality development of these talents.However,effe... The cultivation of new quality talents has become a strategic need for national development.STEM education and intelligent technology are crucial in fostering the high-quality development of these talents.However,effectively integrating intelligent technology with STEM education to enhance students‘comprehensive abilities is a significant challenge for educators.This paper explores how STEM education can empower the development of new quality talents in the digital intelligence era,delves into the essence of interdisciplinary integration driven by intelligent technology,and provides an in-depth analysis of the development landscape and implementation paths of intelligent technology in STEM education.The study finds that intelligent technology can significantly boost students’interest in learning,innovation capabilities,and problem-solving skills.However,it also highlights issues such as inadequate top-level design,teacher professional development,evaluation system improvement,and data security protection.Based on these findings,the paper proposes targeted strategies to provide more effective practical pathways for the interdisciplinary integration of STEM education. 展开更多
关键词 stem education new quality talents intelligent technology
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Developing an Industry-Aligned Curriculum for Aviation Manufacturing Education 被引量:1
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作者 Jun Miao Shubao Shu +2 位作者 Chengwen Ma Ronghua Du Wei Nie 《Journal of Contemporary Educational Research》 2025年第8期125-134,共10页
This study examines a curriculum system developed at the College of Aviation Manufacturing Industry at Nanchang Hangkong University through Industry-Education Integration(I-E Integration).Drawing on engineering educat... This study examines a curriculum system developed at the College of Aviation Manufacturing Industry at Nanchang Hangkong University through Industry-Education Integration(I-E Integration).Drawing on engineering education principles and reforms in the Mechanical Design,Manufacturing,and Automation program,it aligns course design with industry needs,integrates technological advancements,and embeds production processes.The approach restructures modular course content based on aviation manufacturing technologies,implements project-based learning via a university-enterprise"factory-in-school"training base,and adopts an Outcome-Based Education(OBE)system for evaluation and improvement.This replicable model provides practical insights for industry-focused curriculum development. 展开更多
关键词 I-E Integration Aviation manufacturing curriculum OBE Engineering education reform
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A model for predicting dropout of higher education students 被引量:1
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作者 Anaíle Mendes Rabelo Luis Enrique Zárate 《Data Science and Management》 2025年第1期72-85,共14页
Higher education institutions are becoming increasingly concerned with the retention of their students.This work is motivated by the interest in predicting and reducing student dropout,and consequently in reducing the... Higher education institutions are becoming increasingly concerned with the retention of their students.This work is motivated by the interest in predicting and reducing student dropout,and consequently in reducing the financial losses of said institutions.Based on the characterization of the dropout problem and the application of a knowledge discovery process,an ensemble model is proposed to improve dropout prediction.The ensemble model combines the results of three models:logistic regression,neural networks,and decision tree.As a result,the model can correctly classify 89%of the students as enrolled or dropped and accurately identify 98.1%of dropouts.When compared with the Random Forest ensemble method,the proposed model demonstrates desirable characteristics to assist management in proposing actions to retain students. 展开更多
关键词 educational data mining Dropout prediction Regression logistic Decision tree Neural networks
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Research on the Construction of Immersive Education Systems for Fire Safety in University Laboratories Using VR/AR in Hazardous Chemical Scenarios 被引量:1
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作者 Xuezheng Wu 《Journal of Contemporary Educational Research》 2025年第10期357-362,共6页
With the rapid development of virtual reality(VR)and augmented reality(AR)technologies,their application potential in the field of education has become increasingly significant.For a long time,fire safety education in... With the rapid development of virtual reality(VR)and augmented reality(AR)technologies,their application potential in the field of education has become increasingly significant.For a long time,fire safety education in university laboratories has faced numerous challenges,and traditional teaching methods have been insufficiently effective,with high-risk scenarios difficult to realistically recreate.Especially in special scenarios involving hazardous chemicals,conventional training methods struggle to enable learners to achieve deep understanding and behavioral formation.This study systematically integrates immersive technology theory with safety education needs,providing a replicable technical solution for safety education in high-risk environments.Its modular design approach has reference value for expansion into other professional fields,offering practical evidence for innovation in safety education models in the digital age. 展开更多
关键词 VR/AR Hazardous chemicals scenarios University laboratories Fire safety Immersive education
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Exploration on the Path of Integrating Excellent Traditional Chinese Culture into Ideological and Political Education in Colleges and Universities 被引量:1
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作者 Junru Lu 《Journal of Contemporary Educational Research》 2025年第8期268-274,共7页
Ideological and political education is crucial for implementing the fundamental task of fostering virtue through education.Colleges and universities,as the main front,shoulder the important responsibility of cultivati... Ideological and political education is crucial for implementing the fundamental task of fostering virtue through education.Colleges and universities,as the main front,shoulder the important responsibility of cultivating talent.At present,with the exchange and collision of Eastern and Western cultures,it is necessary to accelerate the effective integration of excellent traditional Chinese culture with ideological and political education in colleges and universities.Firstly,based on college classrooms,excavate the ideological and political elements of traditional culture and integrate them into courses;Secondly,carry out practical activities,such as traditional culture themed lectures and experience activities,to enhance students’cultural identity;Thirdly,build a“Internet+”new system,use new media platforms to spread traditional culture,and strengthen the leading role of ideological and political education,to help build a cultural power. 展开更多
关键词 Excellent traditional Chinese culture Ideological and political education Innovative integration
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Evaluating large language models as patient education tools for inflammatory bowel disease:A comparative study 被引量:1
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作者 Yan Zhang Xiao-Han Wan +6 位作者 Qing-Zhou Kong Han Liu Jun Liu Jing Guo Xiao-Yun Yang Xiu-Li Zuo Yan-Qing Li 《World Journal of Gastroenterology》 2025年第6期34-43,共10页
BACKGROUND Inflammatory bowel disease(IBD)is a global health burden that affects millions of individuals worldwide,necessitating extensive patient education.Large language models(LLMs)hold promise for addressing patie... BACKGROUND Inflammatory bowel disease(IBD)is a global health burden that affects millions of individuals worldwide,necessitating extensive patient education.Large language models(LLMs)hold promise for addressing patient information needs.However,LLM use to deliver accurate and comprehensible IBD-related medical information has yet to be thoroughly investigated.AIM To assess the utility of three LLMs(ChatGPT-4.0,Claude-3-Opus,and Gemini-1.5-Pro)as a reference point for patients with IBD.METHODS In this comparative study,two gastroenterology experts generated 15 IBD-related questions that reflected common patient concerns.These questions were used to evaluate the performance of the three LLMs.The answers provided by each model were independently assessed by three IBD-related medical experts using a Likert scale focusing on accuracy,comprehensibility,and correlation.Simultaneously,three patients were invited to evaluate the comprehensibility of their answers.Finally,a readability assessment was performed.RESULTS Overall,each of the LLMs achieved satisfactory levels of accuracy,comprehensibility,and completeness when answering IBD-related questions,although their performance varies.All of the investigated models demonstrated strengths in providing basic disease information such as IBD definition as well as its common symptoms and diagnostic methods.Nevertheless,when dealing with more complex medical advice,such as medication side effects,dietary adjustments,and complication risks,the quality of answers was inconsistent between the LLMs.Notably,Claude-3-Opus generated answers with better readability than the other two models.CONCLUSION LLMs have the potential as educational tools for patients with IBD;however,there are discrepancies between the models.Further optimization and the development of specialized models are necessary to ensure the accuracy and safety of the information provided. 展开更多
关键词 Inflammatory bowel disease Large language models Patient education Medical information accuracy Readability assessment
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