{"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}
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.
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.