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Return to work in young and middle-aged colorectal cancer survivors:Factors influencing self-efficacy,fear,resilience,and financial toxicity
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作者 Dan Hu Yue Li +6 位作者 Hua Zhang Lian-Lian Wang Wen-Wen Liu Xin Yang Ming-Zhao Xiao Hao-Ling Zhang Juan Li 《World Journal of Gastroenterology》 SCIE CAS 2025年第1期79-92,共14页
BACKGROUND Return to work(RTW)serves as an indication for young and middle-aged colorectal cancer(CRC)survivors to resume their normal social lives.However,these survivors encounter significant challenges during their... BACKGROUND Return to work(RTW)serves as an indication for young and middle-aged colorectal cancer(CRC)survivors to resume their normal social lives.However,these survivors encounter significant challenges during their RTW process.Hence,scientific research is necessary to explore the barriers and facilitating factors of returning to work for young and middle-aged CRC survivors.AIM To examine the current RTW status among young and middle-aged CRC survivors and to analyze the impact of RTW self-efficacy(RTW-SE),fear of progression(FoP),eHealth literacy(eHL),family resilience(FR),and financial toxicity(FT)on their RTW outcomes.METHODS A cross-sectional investigation was adopted in this study.From September 2022 to February 2023,a total of 209 participants were recruited through a convenience sampling method from the gastrointestinal surgery department of a class A tertiary hospital in Chongqing.The investigation utilized a general information questionnaire alongside scales assessing RTW-SE,FoP,eHL,FR,and FT.To analyze the factors that influence RTW outcomes among young and middle-aged CRC survivors,Cox regression modeling and Kaplan-Meier survival analysis were used.RESULTS A total of 43.54%of the participants successfully returned to work,with an average RTW time of 100 days.Cox regression univariate analysis revealed that RTW-SE,FoP,eHL,FR,and FT were significantly different between the non-RTW and RTW groups(P<0.05).Furthermore,Cox regression multivariate analysis identified per capita family monthly income,job type,RTW-SE,and FR as independent influencing factors for RTW(P<0.05).CONCLUSION The RTW rate requires further improvement.Elevated levels of RTW-SE and FR were found to significantly increase RTW among young and middle-aged CRC survivors.Health professionals should focus on modifiable factors,such as RTW-SE and FR,to design targeted RTW support programs,thereby facilitating their timely reintegration into mainstream society. 展开更多
关键词 Return to work Colorectal neoplasms Return-to-work self-efficacy Fear of progression Family resilience Financial toxicity
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芝麻过敏原Ses i 2核酸适体的筛选与鉴定研究
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作者 李洋 于宁 +3 位作者 康文瀚 张九凯 杜欣军 陈颖 《核农学报》 CAS 北大核心 2025年第1期59-67,共9页
芝麻是八大类食物过敏原之一,快速准确识别芝麻过敏原对预防其过敏有重要意义。核酸适配体可以高效识别靶标过敏原,在过敏原检测中有良好的应用前景。为了获得芝麻主要过敏原Ses i 2的特异性核酸适体,本研究以Ses i 2为靶标,通过磁珠筛... 芝麻是八大类食物过敏原之一,快速准确识别芝麻过敏原对预防其过敏有重要意义。核酸适配体可以高效识别靶标过敏原,在过敏原检测中有良好的应用前景。为了获得芝麻主要过敏原Ses i 2的特异性核酸适体,本研究以Ses i 2为靶标,通过磁珠筛选法(磁珠-SELEX)开展10轮筛选,经由高通量测序获得6条候补序列(S1~S6),并进行家族性、同源性分析及二级结构预测。结果表明,6条候选核酸适体的重复率可达46.38%,其自由能在-9.02到-2.47 kcal·moL^(-1)之间,根据自由能能量稳定原则,S1和S5吉布斯自由能最低最稳定,分别为-6.70和-9.02 kcal·moL^(-1)。利用ELISA试验进行亲和力测试,结果表明核酸适体S1和S2的亲和能力较强,S1:KD=67.02 nmol·L^(-1),R2=0.925 8,S2:KD=97.65 nmol·L^(-1),R2=0.795 1。核酸适体S1与过敏原Ses i 2的结合力和其他过敏原蛋白相比有显著差异,可视为具有特异性。本研究最终获得一条兼具良好亲和力和特异性的核酸适体S1,为芝麻过敏原快速检测提供了技术支撑。 展开更多
关键词 芝麻过敏原 ses i 2 核酸适体 亲和力
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Psychometric testing of the cross-culturally adapted Thai version of the Self-Care Self-Efficacy Scale version 3.0 in individuals with chronic illnesses
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作者 Chennet Phonphet Jom Suwanno +2 位作者 Chonchanok Bunsuk Wanna Kumanjan Ladda Thiamwong 《International Journal of Nursing Sciences》 CSCD 2024年第4期473-484,共12页
Objective:To assess the psychometric properties of the Thai version of the Self-Care Self-Efficacy Scale version 3.0(SCSES-v3.0)in individuals with chronic illnesses.Although originally developed and tested in a Weste... Objective:To assess the psychometric properties of the Thai version of the Self-Care Self-Efficacy Scale version 3.0(SCSES-v3.0)in individuals with chronic illnesses.Although originally developed and tested in a Western context,its applicability in Asian populations,including Thailand,remains inadequately explored.Methods:Psychometric tests were guided by COSMIN principles.This included the translation of the English version into Thai based on the ISPOR framework.Nine nursing experts evaluated the content validity.Data were obtained from a multicenter cross-sectional study conducted between July and November 2022.This study included individuals with chronic conditions from 16 primary care centers in Thailand.We tested the structural validity using exploratory factor analysis(EFA)and confirmatory factor analysis(CFA),and concurrent validity in relation to the Self-Care of Chronic Illness Inventory version 4.c(SC-CII-v4.c).We tested the scale’s reliability with McDonald’s u,Cronbach’s a,and the intraclass correlation coefficient(ICC).Results:The Thai SCSES-v3.0 demonstrated excellent content validity(k¼1.00).Thefinal analysis included a total of 385 participants.The EFA with thefirst split-half subsample(n¼193)extracted a twofactor structure.One reflected SCSES for maintenance and monitoring behaviors and another captured SCSES for management behaviors(item 6e10).CFA with the second split-half subsample(n¼192)and the overall sample(n¼385)supported the scale’s two-factor model with high factor loadings.Each dimension and the overall SCSES-v3.0 positively correlated with each scale and the overall SC-CII-v4.c.McDonald’s u and Cronbach’s a(both ranged 0.91e0.94)and ICC(ranged 0.95e0.96),indicated excellent internal reliability and test-retest reliability,respectively.Conclusions:The identification of a valid and reliable two-factor model for the Thai SCSES-v3.0 renders it a valuable tool for clinicians and investigators,facilitating the assessment of self-efficacy in self-care across diverse contexts. 展开更多
关键词 Chronic illness PSYCHOMETRIC seLF-CARE seLF-CONFIDENCE self-efficacy
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S空位及非金属掺杂单层Bi_(2)S_(2)Se的第一性原理研究
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作者 张建华 王敏 +2 位作者 陈畅 曹倩 徐银 《原子与分子物理学报》 CAS 北大核心 2025年第1期127-134,共8页
Bi_(2)S_(2)Se是一种新兴的具有优异光电性能的材料,因此受到了广泛的关注.本研究采用第一性原理方法和开源程序,研究了本征单层Bi_(2)S_(2)Se以及掺杂非金属元素X(X=P,Cl,Br和I)和S空位的体系的电子结构和光学特性.计算结果表明,改性... Bi_(2)S_(2)Se是一种新兴的具有优异光电性能的材料,因此受到了广泛的关注.本研究采用第一性原理方法和开源程序,研究了本征单层Bi_(2)S_(2)Se以及掺杂非金属元素X(X=P,Cl,Br和I)和S空位的体系的电子结构和光学特性.计算结果表明,改性后出现了晶格缺陷.含S空位和P、Cl、Br掺杂体系的带隙减少,而I掺杂体系的带隙增加.同时,含S空位和Cl、Br、I掺杂体系的费米能级穿过导带底,而P掺杂体系的费米能级穿过价带顶.所有改性体系在费米能级附近都出现了缺陷能级或杂质能级,表现出较高的可见光吸收能力和散射能力,改性体系的对可见光的吸收能力和散射能力有所增加. 展开更多
关键词 Bi_(2)S_(2)se 掺杂 电子结构 光学性质 第一性原理
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Construction and Validation of a Chinese Translation of the Coping Self-Efficacy Scale,Adolescent Edition
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作者 Peichao Xie Kexu Chen +4 位作者 Yuxuan Ji Qi Wang Kaiyun Li Fanlu Jia Ting Peng 《International Journal of Mental Health Promotion》 2024年第11期887-895,共9页
Background:Coping self-efficacy can help individuals mitigate the adverse emotional impacts of stress,anxiety,and other negative emotions,and it also influences individuals’academic performance,including school adjus... Background:Coping self-efficacy can help individuals mitigate the adverse emotional impacts of stress,anxiety,and other negative emotions,and it also influences individuals’academic performance,including school adjustment and academic burnout.It is an important factor affecting the mental health of adolescents.However,there is no measurement tool specifically designed for adolescent populations in China.Therefore,the purpose of this study is to assess the applicability of the Coping Self-Efficacy Scale(CSES)among Chinese adolescents.Methods:In September 2023,this study collected data through online questionnaires and ultimately conducted item analysis,exploratory factor analysis,confirmatory factor analysis(CFA),measurement invariance analysis,reliability analysis,and criterion-related validity analysis on a sample of 1157 adolescents.Results:The results of item analysis showed that the items of CSES were significantly different between the high and low groups.Further factor analysis results showed the existence of a factor solution that explained 59.09%of the total variation,with factor loadings ranging from 0.52–0.78.CFA supported the three-factor model of Chinese adolescent version of the CSES(CFI=0.923,TLI=0.914,IFI=0.923,RMSEA=0.068).Measurement invariance analysis indicates that the scale satisfies gender measurement invariance(ΔCFI=-0.002,-0.001>-0.01,ΔRMSEA=-0.001,0<0.02,ΔSRMR=0.005,0.007<0.01).The Chinese adolescent version of the CSES was positively correlated with the Social Support Appraisal Scale(SS-A)and the Life Orientation Test-Revised(LOT-R,r=0.670,0.673,both p<0.01),and negatively correlated with the Chinese Perceived Stress Scale(CPSS),the State-Trait Anxiety Inventory(STAI)and the Adolescent Student Burnout Inventory(ASBI,r=-0.694,-0.233,-0.680,both p<0.01).The Cronbach’sα,McDonald’sω,split-half reliability and test-retest reliability of the Chinese adolescent version of the CSES were 0.953,0.955,0.933 and 0.894,respectively.Conclusion:The results indicate that the three-factor model of the Chinese adolescent version of the CSES is acceptable and demonstrates high reliability and validity,establishing it as a precise tool for measuring and assessing coping self-efficacy among Chinese adolescents. 展开更多
关键词 Coping self-efficacy CseS Chinese adolescents validity RELIABILITY
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基于ASP-SERes2Net的说话人识别算法
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作者 令晓明 陈鸿雁 +1 位作者 张小玉 张真 《北京工业大学学报》 CAS 北大核心 2025年第1期42-50,共9页
为提升说话人识别的特征提取能力,解决在噪声环境下识别率低的问题,提出一种基于残差网络的说话人识别算法——ASP-SERes2Net。首先,采用梅尔语谱图作为神经网络的输入;其次,改进Res2Net网络的残差块,并且在每个残差块后引入压缩激活(sq... 为提升说话人识别的特征提取能力,解决在噪声环境下识别率低的问题,提出一种基于残差网络的说话人识别算法——ASP-SERes2Net。首先,采用梅尔语谱图作为神经网络的输入;其次,改进Res2Net网络的残差块,并且在每个残差块后引入压缩激活(squeeze-and-excitation,SE)注意力模块;然后,用注意力统计池化(attention statistics pooling,ASP)代替原来的平均池化;最后,采用附加角裕度的Softmax(additive angular margin Softmax,AAM-Softmax)对说话人身份进行分类。通过实验,将ASP-SERes2Net算法与时延神经网络(time delay neural network,TDNN)、ResNet34和Res2Net进行对比,ASP-SERes2Net算法的最小检测代价函数(minimum detection cost function,MinDCF)值为0.0401,等误率(equal error rate,EER)为0.52%,明显优于其他3个模型。结果表明,ASP-SERes2Net算法性能更优,适合应用于噪声环境下的说话人识别。 展开更多
关键词 说话人识别 梅尔语谱图 Res2Net 压缩激活(squeeze-and-excitation se)注意力模块 注意力统计池化(attention statistics pooling ASP) 附加角裕度的Softmax(additive angular margin Softmax AAM-Softmax)
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Correlation between self-efficacy,parental parenting patterns,and severe depression in adolescents
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作者 Bin-Feng Zhang Xiao-Yu Zhang 《World Journal of Psychiatry》 SCIE 2024年第12期1827-1835,共9页
BACKGROUND Adolescence is a critical period marked by significant psychological changes.This study explores how self-efficacy and parental parenting styles may influence the risk of severe depression among teens.The h... BACKGROUND Adolescence is a critical period marked by significant psychological changes.This study explores how self-efficacy and parental parenting styles may influence the risk of severe depression among teens.The hypothesis is that higher self-efficacy and authoritative parenting patterns will be negatively correlated with severe depression in adolescents.AIM To investigate the correlation between self-efficacy,parenting patterns and major depression in adolescents,and to provide guidance for mental intervention.METHODS Using a cross-sectional survey design,the data were collected through a questionnaire survey.Patients with major depression and healthy adolescents in the hospital control group were selected as the study objects.The General Self-Efficacy Scale,the Parenting Style Evaluation Scale,and the Beck Depression Inventory were used as research instruments.Data input and statistical analysis were performed,including descriptive statistics,correlation analysis,through SPSS software.RESULTS The study found that depressed patients had significantly lower self-efficacy than healthy controls,and parenting style was significantly associated with depressive symptoms in terms of emotional warmth and understanding,punishment severity,and denial.Specifically,parental emotional warmth and understanding were significantly negatively associated with depressive symptoms,while parental punishment severity and denial were significantly positively associated with depressive symptoms.Self-efficacy showed a significant negative correlation with depressive symptoms,indicating that higher self-efficacy had lower depressive symptoms.CONCLUSION Adolescent major depressive disorder patient was significantly associated with their parenting style and selfefficacy.Higher self-efficacy is associated with decreased depressive symptoms,so improving adolescent selfefficacy and improving parenting style are important. 展开更多
关键词 Adolescent depression self-efficacy Parental parenting patterns Correlation analysis Psychological interventions
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Research Progress on Self-Efficacy Level of Patients with Type 2 Diabetes Mellitus and Its Influencing Factors
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作者 Peiling Li Juanjuan Guo 《Open Journal of Preventive Medicine》 2024年第5期79-89,共11页
Self-efficacy plays an important role in the management of type 2 diabetes mellitus (T2DM) patients, and it runs through the whole process of diabetes treatment, which is conducive to controlling and delaying the occu... Self-efficacy plays an important role in the management of type 2 diabetes mellitus (T2DM) patients, and it runs through the whole process of diabetes treatment, which is conducive to controlling and delaying the occurrence and development of complications, as well as improving the quality of life of patients. This paper mainly describes the concept of self-efficacy, the current situation of self-efficacy of diabetic patients at home and abroad, the functional aspects and their influencing factors, so as to take relevant measures on how to improve self-efficacy. It aims to provide a theoretical basis for the development of self-efficacy interventions for patients with type 2 diabetes mellitus. 展开更多
关键词 Type 2 Diabetes self-efficacy Influencing Factors Measures
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The Impact of Simulation Education on Self-Efficacy in Pre-Registration Nursing Students
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作者 Ahmed A. Hakami Aisha Hussin Rabie +2 位作者 Sultan Ghormallah M. Alzahrani Faisal Mohammed Alnakhilan Khalid Awaidhalharbi 《Open Journal of Nursing》 2024年第1期51-76,共26页
This literature review primarily aims to explore and synthesise the previous studies in simulation education research conducted over the past five years related to the effects of simulation training on the self-effica... This literature review primarily aims to explore and synthesise the previous studies in simulation education research conducted over the past five years related to the effects of simulation training on the self-efficacy of undergraduate pre-registration nursing students. The second aim of this study is to explore additional outcome variables that were examined in the previous studies. Five electronic databases were searched systematically. These databases were MEDLINE, CINAHL Plus, Scopus, Embase and PsycINFO. The PICO model was employed to identify the search terms, with a thesaurus being used to provide synonyms. Reference lists of relevant articles were examined and hand searches of journals were also undertaken. The quality of each study was assessed using the Simulation Research Rubric (SRR). A total of 11 studies were included. All studies explored the impact of simulation education on undergraduate pre-registration nursing. Six studies explored nursing students’ competence and performance and two papers examined their critical thinking. Problem solving, learning motivation, communication skills and knowledge acquisition were examined once. The majority of studies indicated that simulation training has a positive impact on pre-registration nursing students’ self-efficacy and other outcome variables. Furthermore, the study results indicate that simulation training is more dependable than traditional training, and students were extremely satisfied with the simulation training. However, most of the studies included in this review had several gaps, including study design, sample size and dissimilarities between the scales used. Further research with large samples, reliable and valid instruments, and outcomes measures (such as critical thinking and transferability of skills) is required to provide better insight into the effectiveness of simulation in undergraduate nursing education. . 展开更多
关键词 Simulation Education self-efficacy Pre-Registration Nursing Students Clinical Skills Undergraduate Nursing Education Teaching Techniques DECISION-MAKING
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Self-Efficacy Among Nursing Students Using Flipped and Traditional Teaching Modalities
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作者 Guihong Gu Huiru Shao +1 位作者 Anqi Chen Cyruz Tuppal 《Journal of Clinical and Nursing Research》 2024年第9期99-111,共13页
Objective:To measure the self-efficacy of nursing students taught using both flipped and traditional classroom modalities.Method:A quantitative research design was employed.The control group was taught using the tradi... Objective:To measure the self-efficacy of nursing students taught using both flipped and traditional classroom modalities.Method:A quantitative research design was employed.The control group was taught using the traditional classroom model,while the experimental group utilized the flipped classroom model.The study population consisted of undergraduate nursing majors at Shandong University of Traditional Chinese Medicine.Two out of twelve classes were selected through random sampling.Results:The study presents an analysis of the t-test results using SPSS,which shows a significant difference when the calculated P-value falls between 0.00 and 0.05.The P-value obtained was 0.00,indicating a statistically significant difference.Conclusion:The teaching model,whether flipped or traditional,has an impact on nursing students’self-efficacy.Students in the flipped classroom exhibited higher self-efficacy in mastering the curriculum. 展开更多
关键词 Flipped classroom Traditional classroom self-efficacy Nursing student
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Examining the Interplay between Trait Mindfulness and Thriving at Work among Teachers in Western China:The Mediating Role of General Self-Efficacy
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作者 Rongjin An Binhong Bai +1 位作者 Nan Du Zeqing Fu 《Review of Educational Theory》 2024年第1期1-5,共5页
This study explores the nuanced relationship between trait mindfulness and thriving at work among educators in Western China,emphasizing the mediating role of general self-efficacy.Employing a sample of 378 primary an... This study explores the nuanced relationship between trait mindfulness and thriving at work among educators in Western China,emphasizing the mediating role of general self-efficacy.Employing a sample of 378 primary and secondary school teachers,this research utilizes the Five Facet Mindfulness Questionnaire(FFMQ),Thriving at Work Scale(TWS),and the General Self-Efficacy Scale(GSES)to conduct a thorough investigation.The findings indicate a significant positive correlation between trait mindfulness and thriving at work,between trait mindfulness and general self-efficacy,and between general self-efficacy and thriving at work.Additionally,trait mindfulness was found to have a positive predictive effect on both thriving at work and general self-efficacy,with general self-efficacy also showing a positive predictive effect on thriving at work.Importantly,general self-efficacy was identified as playing a partial mediating role in the relationship between trait mindfulness and thriving at work.These results underscore the importance of cultivating mindfulness and self-efficacy among teachers to enhance their enthusiasm for work,suggesting potential pathways for professional development and well-being in the educational sector. 展开更多
关键词 Trait mindfulness General self-efficacy High sense of work
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An Investigation on the Influence of Middle School Students'Grammar Learning Self-efficacy on Their Learning Performance
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作者 Chen Zheng Ci Zhang 《教育技术与创新》 2024年第3期14-30,共17页
In middleschool English teaching,grammar instruction has always been an important and challenging aspect.Due to the strong influence of grammar explanation in Chinese,learning English grammar may be affected by negati... In middleschool English teaching,grammar instruction has always been an important and challenging aspect.Due to the strong influence of grammar explanation in Chinese,learning English grammar may be affected by negative transfer from their native language,which could pose certain obstacles to English acquisition.Self-efficacy,as a major emotional factor influencing learners'internal regulation strategies,has attracted wide attention from researchers both domestically and internationally for its impact on learning performance.High self-efficacy helps learners develop a more positive mindset towards learning,thereby contributing to improved learning performance.Therefore,this study focuses on investigating the relationship between grammatical self-efficacy and learning performance of English grammar among middle school students.This research contributes to a complementary understanding of grammatical self-efficacy among educators,enhancing their teaching skills,and effectively guiding students to learn English grammar with a more positive and healthy mindset,presenting a future grammar instruction in middle school English teaching. 展开更多
关键词 Grammatical self-efficacy English grammar Learning performance Middle school students
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The Influence of Academic Self-Efficacy on Learning Engagement in Online Education in China:The Mediating Role of Effort
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作者 Yan Zhang Zhicui Yao Jian Wang 《Journal of Contemporary Educational Research》 2024年第10期61-68,共8页
The shift towards online intelligent learning has become the norm in education and is now a fundamental part of modern educational activities.However,this new model can influence students’learning behavior and lead t... The shift towards online intelligent learning has become the norm in education and is now a fundamental part of modern educational activities.However,this new model can influence students’learning behavior and lead to changes in their approach to learning.Based on online intelligent learning,we investigated how the academic self-efficacy of nursing students affects their engagement with learning and explored the role of academic attribution as a mediator.Five hundred fifty-three nursing college students from Hebei and Hunan provinces in China participated in the online questionnaire.The results revealed that effort plays a mediating role in the relationship between academic self-efficacy and learning engagement. 展开更多
关键词 Academic self-efficacy Learning engagement Online learning Mediating role EFFORT
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Translation and psychometric validation of the Korean version of the academic nurse self-efficacy scale for Korean bachelor-level nursing students
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作者 Eunkyung Lee Jin-Hwa Park 《Frontiers of Nursing》 2024年第2期209-219,共11页
Objective:This study aimed to translate the Academic Nurse Self-Efficacy scale(ANSE),assess its appropriateness for use in Korean nursing students,and evaluate the Korean Version of the Academic Nurse Self-Efficacy sc... Objective:This study aimed to translate the Academic Nurse Self-Efficacy scale(ANSE),assess its appropriateness for use in Korean nursing students,and evaluate the Korean Version of the Academic Nurse Self-Efficacy scale’s(K-ANSE)validity and reliability.Methods:The data of 444 nursing college students at 10 universities across the country were collected from November 1,2020 to June 8,2021.The K-ANSE was analyzed utilizing SPSS 25.0 and AMOS 25.0 programs.The K-ANSE’s content validity,construct validity,convergent/discriminant validity,criterion-related validity,and reliability were evaluated.Results:Internal emotion management,auto-regulatory behavior,external emotion management,and sociality were established.The Cronbach’sαfor the overall scale was 0.87,and that of the 4 subscales ranged from 0.70 to 0.89.Conclusions:The Korean version of the ANSE seems to be a valid and reliable instrument to measure Korean bachelor-level nursing students. 展开更多
关键词 academic self-efficacy BACCALAUREATE confirmatory factor analysis nursing students PSYCHOMETRICS translation and adaptation
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On Improving Students' Self-efficacy in English Listening Teaching 被引量:2
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作者 钟伟轩 《英语广场(学术研究)》 2012年第1期108-110,共3页
The traditional English teaching attaches excessive importance to the explanation of grammar and vocabulary, which causes students' disability in applying English, especially in listening. Self-efficacy is one of ... The traditional English teaching attaches excessive importance to the explanation of grammar and vocabulary, which causes students' disability in applying English, especially in listening. Self-efficacy is one of the basic elements which influence the students' learning motivation. It has close relationship with learning efficiency. 展开更多
关键词 self-efficacy ENGLISH LISTENING TEACHING STUDENTS
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基于CNN‑LSTM‑SE的心电图分类算法研究 被引量:3
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作者 王建荣 邓黎明 +1 位作者 程伟 李国翚 《测试技术学报》 2024年第3期264-273,共10页
心血管疾病是我国死亡率较高的疾病之一,通过观察心电图来判断心电信号是否出现异常能够对心血管疾病进行预防和筛查。由于心电图数据规模大且繁杂,临床医护人员在心电图筛查时,工作负担大且容易出现误诊或漏诊的情况。为了提高心电图... 心血管疾病是我国死亡率较高的疾病之一,通过观察心电图来判断心电信号是否出现异常能够对心血管疾病进行预防和筛查。由于心电图数据规模大且繁杂,临床医护人员在心电图筛查时,工作负担大且容易出现误诊或漏诊的情况。为了提高心电图的筛查效率、减少医护人员的压力,提出了一种基于卷积神经网络、长短期记忆神经网络和SE网络的心电图分类算法模型(CNN-LSTM-SE),该模型将心电图分成5种不同的类别。主要研究内容包括:选用MIT-BIH心律失常数据集作为心电信号的数据来源,使用巴特沃斯带通滤波器对心电信号进行去噪处理,通过Z-score方法对心电信号进行标准化处理,利用独热编码方法对心电信号标签进行编码,最后使用处理后的心电数据对所提算法模型进行训练和测试。实验结果表明:所提模型相较于其它模型,能够有效提高心电图分类的准确性,在实验数据集上的分类准确率达到99.1%。 展开更多
关键词 心律失常 心电图 卷积神经网络 se网络 长短期记忆神经网络
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重金属地质高背景区土壤Se的地球化学特征及富Se耕地综合评价
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作者 刘力 张传华 +2 位作者 张凤太 邓炜 刘燕 《生态与农村环境学报》 CAS CSCD 北大核心 2024年第8期996-1005,共10页
为了合理保护和利用富Se耕地资源,为重金属地质高背景区富Se农产品的安全开发提供科学依据,以重庆市黔江区白土乡为例,采集74份耕地土壤(0~20 cm)及水稻籽实样品,分析稻谷及土壤中Se和重金属(Cd、Hg、Pb、As、Cr、Cu、Zn和Ni)含量,同时... 为了合理保护和利用富Se耕地资源,为重金属地质高背景区富Se农产品的安全开发提供科学依据,以重庆市黔江区白土乡为例,采集74份耕地土壤(0~20 cm)及水稻籽实样品,分析稻谷及土壤中Se和重金属(Cd、Hg、Pb、As、Cr、Cu、Zn和Ni)含量,同时分析土壤中养分元素及氧化物含量,研究土壤及稻谷中各元素的地球化学特征,并开展富Se耕地综合评价。结果显示,研究区土壤环境综合质量等级以三等(轻度污染)和四等(中度污染)为主,面积占比分别为41.65%和50.71%,污染因子为Cd。土壤Se平均含量为0.91 mg·kg^(-1),含量介于0.4~3.0 mg·kg^(-1)之间的点位占比为97.29%,土壤Se资源丰富。研究区耕地土壤总体养分条件良好,但部分区域存在单元素缺乏问题,以K缺乏最为显著。耕地土壤重金属和Se含量主要与灰岩、炭质页岩(夹煤线)的风化成土有关。此外,农业活动会造成耕地土壤Cd和As的输入。研究区糙米富Se率为100%,糙米Cd超标率为7.4%,土壤pH值是影响稻谷吸收土壤Cd和Se的主控因素,中碱性条件有利于水稻富集Se而抑制其对Cd的吸收。研究区富Se耕地综合等级以二等为主,面积占比为95.68%,适宜开展富Se资源开发利用。可根据各耕地地块单项指标得分情况,通过养分元素补充、土壤酸碱度调节等措施,趋利避害利用土壤富Se资源,对部分不适宜开展富Se资源开发利用的耕地,可进行种植结构调整。 展开更多
关键词 耕地土壤 重金属 se 地球化学特征 综合评价
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基于改进SE-Net和深度可分离残差的高光谱图像分类 被引量:1
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作者 王燕 王振宇 《兰州理工大学学报》 CAS 北大核心 2024年第2期87-95,共9页
针对目前常见的用于高光谱图像分类的卷积神经网络参数数量多,训练时间长,对样本数量依赖性大的问题,提出一种适用于有限训练样本条件下基于改进压缩激活网络和深度可分离残差的分类网络MDSR&SE-Net.首先使用主成分分析对原始高光... 针对目前常见的用于高光谱图像分类的卷积神经网络参数数量多,训练时间长,对样本数量依赖性大的问题,提出一种适用于有限训练样本条件下基于改进压缩激活网络和深度可分离残差的分类网络MDSR&SE-Net.首先使用主成分分析对原始高光谱图像进行通道降维,然后通过三维卷积神经网络连接多特征残差结构,同时嵌入改进的SE模块提取高光谱图像的空间和光谱细节特征,最后将提取到的特征数据输入Softmax分类器激活分类.为了使网络更加轻量,通过在残差结构中使用深度可分离卷积和引入全局平均池化减少参数数量.实验结果显示,使用有限训练样本在三种常见高光谱数据集上总体分类精度均达到99%以上. 展开更多
关键词 高光谱图像 深度可分离卷积 残差网络 压缩激活网络
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The status of professional identity and professional self-efficacy of nursing students in China and how the medical documentaries affect them: A quasi-randomized controlled trial 被引量:22
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作者 Bingmei Guo Lin Zhao +2 位作者 Yuanpeng Gao Xue Peng Yun Zhu 《International Journal of Nursing Sciences》 2017年第2期152-157,共6页
Objectives: Professional identity and self-efficacy are important for the education and career develop-ment of students. However, how to improve these factors among Chinese nursing students needs further study. This q... Objectives: Professional identity and self-efficacy are important for the education and career develop-ment of students. However, how to improve these factors among Chinese nursing students needs further study. This quasi-randomized control trial was designed to explore the effect of medical documentaries on professional self-efficacy and identity among nursing students in Chinese technical schools. Methods: A total of 277 nursing students were enrolled in this study and divided into an experimental group (n = 135) and a control group (n = 142). The experimental group was invited to watch Chinese medical documentaries, whereas the control group remained on a waiting list. A self-designed general questionnaire, along with professional identity and professional self-efficacy questionnaires, was completed by the nursing students. Results: No significant change in professional self-efficacy was observed (-3.55 ± 14.23, P=0.173) in the experimental group, while professional identity significantly declined (-6.24 ± 12.85, P = 0.002) after the intervention. No significant change was found in the two aspects in the control group. Conclusion: Medical documentaries negatively affect professional identity but do not affect professional self-efficacy. Further researches should be conducted to explore the real reasons. 展开更多
关键词 NURSING STUDENTS Social identification self-efficacy
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基于SE注意力CycleGAN的蓝印花布单纹样自动生成 被引量:5
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作者 冉二飞 贾小军 +2 位作者 喻擎苍 谢昊 陈卫彪 《丝绸》 CAS CSCD 北大核心 2024年第1期31-37,共7页
根据蓝印花布纹样的风格特征,文章提出一种端到端的蓝印花布纹样自动生成方法,实现简笔画图像向蓝印花布单纹样的自动迁移。针对蓝印花布的抽象风格和小数据集问题,重新构造CycleGAN生成网络中的编码器和解码器,使用SE(squeeze and exci... 根据蓝印花布纹样的风格特征,文章提出一种端到端的蓝印花布纹样自动生成方法,实现简笔画图像向蓝印花布单纹样的自动迁移。针对蓝印花布的抽象风格和小数据集问题,重新构造CycleGAN生成网络中的编码器和解码器,使用SE(squeeze and excitation)注意力模块和残差模块与原始的卷积模块串联,提高特征提取能力和网络学习能力。同时减少生成网络中转换器的残差块层数,降低过拟合。实验结果表明,基于SE注意力CycleGAN网络方法自动生成的蓝印花布新纹样主观性上更贴合原始风格,与原图更加接近,有助于蓝印花布的数字化传承和创新。 展开更多
关键词 蓝印花布 se注意力 风格迁移 CycleGAN 单纹样 半监督学习 图像生成
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