解决数字就业市场中的软技能差距:以西班牙技术型大学学生为例

IF 3.2 3区 管理学 Q1 EDUCATION & EDUCATIONAL RESEARCH Education and Training Pub Date : 2023-10-09 DOI:10.1108/et-04-2023-0165
Elva Ramos-Monge, Paul Fox, Alvaro Garcia-Piquer
{"title":"解决数字就业市场中的软技能差距:以西班牙技术型大学学生为例","authors":"Elva Ramos-Monge, Paul Fox, Alvaro Garcia-Piquer","doi":"10.1108/et-04-2023-0165","DOIUrl":null,"url":null,"abstract":"Purpose In today's ever-evolving digital job market, soft skills are increasingly important for university students to succeed in their future careers. This study identifies the soft skills that universities should prioritize the most due to their significance in the digital employment market. Design/methodology/approach Using natural language processing (NLP) techniques, this study analyzed 226 student writings that described their experiences of failure in academic, personal and professional settings. Zero-shot classification was utilized to identify the presence of soft skills and sentiment analysis was used to determine the expressed sentiment toward these skills. Findings The findings suggest that students are most deficient in social intelligence, stress management and self-intelligence skills, which are essential soft skills for success in academic and professional environments and for the transition to the digital employment market. Research limitations/implications The article acknowledges limitations related to the writing proficiency of resumes from a few non-English speaking students and the potential influence of students' emotional states on the content of their writings. Practical implications The study provides valuable insights into the soft skills that are mostly lacking among university students and their significance in the digital employment market. Originality/value The study highlights the importance of universities in promoting and practicing essential soft skills and sheds light on the issue of soft skill deficiency among university students. Educators can use these insights to develop strategic proposals aimed at promoting the acquisition of key soft skills among students. The study provides valuable insights into the soft skills that are mostly lacking among university students and their significance in the digital employment market.","PeriodicalId":47994,"journal":{"name":"Education and Training","volume":null,"pages":null},"PeriodicalIF":3.2000,"publicationDate":"2023-10-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Addressing soft skill gaps in the digital employment market: the case of Spanish students in a technology-based university\",\"authors\":\"Elva Ramos-Monge, Paul Fox, Alvaro Garcia-Piquer\",\"doi\":\"10.1108/et-04-2023-0165\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Purpose In today's ever-evolving digital job market, soft skills are increasingly important for university students to succeed in their future careers. This study identifies the soft skills that universities should prioritize the most due to their significance in the digital employment market. Design/methodology/approach Using natural language processing (NLP) techniques, this study analyzed 226 student writings that described their experiences of failure in academic, personal and professional settings. Zero-shot classification was utilized to identify the presence of soft skills and sentiment analysis was used to determine the expressed sentiment toward these skills. Findings The findings suggest that students are most deficient in social intelligence, stress management and self-intelligence skills, which are essential soft skills for success in academic and professional environments and for the transition to the digital employment market. Research limitations/implications The article acknowledges limitations related to the writing proficiency of resumes from a few non-English speaking students and the potential influence of students' emotional states on the content of their writings. Practical implications The study provides valuable insights into the soft skills that are mostly lacking among university students and their significance in the digital employment market. Originality/value The study highlights the importance of universities in promoting and practicing essential soft skills and sheds light on the issue of soft skill deficiency among university students. Educators can use these insights to develop strategic proposals aimed at promoting the acquisition of key soft skills among students. The study provides valuable insights into the soft skills that are mostly lacking among university students and their significance in the digital employment market.\",\"PeriodicalId\":47994,\"journal\":{\"name\":\"Education and Training\",\"volume\":null,\"pages\":null},\"PeriodicalIF\":3.2000,\"publicationDate\":\"2023-10-09\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Education and Training\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1108/et-04-2023-0165\",\"RegionNum\":3,\"RegionCategory\":\"管理学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"EDUCATION & EDUCATIONAL RESEARCH\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Education and Training","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/et-04-2023-0165","RegionNum":3,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"EDUCATION & EDUCATIONAL RESEARCH","Score":null,"Total":0}
引用次数: 0

摘要

在当今不断发展的数字化就业市场中,软技能对大学生在未来的职业生涯中取得成功越来越重要。这项研究确定了大学应该优先考虑的软技能,因为它们在数字就业市场中很重要。使用自然语言处理(NLP)技术,本研究分析了226名学生的写作,这些写作描述了他们在学术、个人和专业环境中的失败经历。使用零射击分类来识别软技能的存在,并使用情绪分析来确定对这些技能表达的情绪。研究结果表明,学生最缺乏的是社会智力、压力管理和自我智力技能,这些技能是在学术和专业环境中取得成功以及向数字化就业市场过渡所必需的软技能。这篇文章承认了一些非英语国家学生的简历写作能力的局限性,以及学生的情绪状态对其写作内容的潜在影响。本研究对大学生普遍缺乏的软技能及其在数字化就业市场中的意义提供了有价值的见解。该研究强调了大学在促进和实践基本软技能方面的重要性,并揭示了大学生软技能缺乏的问题。教育工作者可以利用这些见解来制定旨在促进学生获得关键软技能的战略建议。该研究对大学生普遍缺乏的软技能及其在数字就业市场中的重要性提供了有价值的见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Addressing soft skill gaps in the digital employment market: the case of Spanish students in a technology-based university
Purpose In today's ever-evolving digital job market, soft skills are increasingly important for university students to succeed in their future careers. This study identifies the soft skills that universities should prioritize the most due to their significance in the digital employment market. Design/methodology/approach Using natural language processing (NLP) techniques, this study analyzed 226 student writings that described their experiences of failure in academic, personal and professional settings. Zero-shot classification was utilized to identify the presence of soft skills and sentiment analysis was used to determine the expressed sentiment toward these skills. Findings The findings suggest that students are most deficient in social intelligence, stress management and self-intelligence skills, which are essential soft skills for success in academic and professional environments and for the transition to the digital employment market. Research limitations/implications The article acknowledges limitations related to the writing proficiency of resumes from a few non-English speaking students and the potential influence of students' emotional states on the content of their writings. Practical implications The study provides valuable insights into the soft skills that are mostly lacking among university students and their significance in the digital employment market. Originality/value The study highlights the importance of universities in promoting and practicing essential soft skills and sheds light on the issue of soft skill deficiency among university students. Educators can use these insights to develop strategic proposals aimed at promoting the acquisition of key soft skills among students. The study provides valuable insights into the soft skills that are mostly lacking among university students and their significance in the digital employment market.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Education and Training
Education and Training EDUCATION & EDUCATIONAL RESEARCH-
CiteScore
7.20
自引率
13.90%
发文量
57
期刊介绍: Education + Training addresses the increasingly complex relationships between education, training and employment and the impact of these relationships on national and global labour markets. The journal gives specific consideration to young people, looking at how the transition from school/college to employment is achieved and how the nature of partnerships between the worlds of education and work continues to evolve. The journal explores vocationalism in learning and efforts to address employability within the curriculum, together with coverage of innovative themes and initiatives within vocational education and training. The journal is read by policy makers, educators and academics working in a wide range of fields including education, learning and skills development, enterprise and entrepreneurship education and training, induction and career development. Coverage: Managing the transition from school/college to work New initiatives in post 16 vocational education and training Education-Business partnerships and collaboration Links between education and industry The graduate labour market Work experience and placements The recruitment, induction and development of school leavers and graduates Young person employability and career development E learning in further and higher education Research news Reviews of recent publications.
期刊最新文献
Education and training for industry 4.0: a case study of a manufacturing ecosystem Block scheduling for LARC in a family medicine residency program Creating a Virtual Palliative Care Curriculum for Family Medicine Residents The Association between Residency Characteristics and Graduates Caring for Pregnant People: An FM-ROP Study Graduating Medical Students’ Knowledge Compared to Their Confidence in Treating Diabetes
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1