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IT skills in vocational training curricula and labour market outcomes 职业培训课程中的信息技术技能和劳动力市场结果
IF 1.4 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-09-27 DOI: 10.1080/13639080.2022.2126968
Fabienne Kiener, A. Gnehm, S. Clematide, U. Backes-Gellner
ABSTRACT We use vocational training curricula to investigate how IT skills are trained within broader skills packages and how these relate to labour market outcomes. Skills packages are the typical combinations of IT skills (e.g., CNC) and technical or nontechnical skills (e.g., material sciences or work safety) that are jointly required in the real world and occur in training curricula. This broadened perspective of teaching IT skills offers new insights into how digital skills can be successfully integrated into future education and training programmes. We use legally binding vocational education and training (VET) curricula of dual apprenticeship training in Switzerland. We apply natural language processing methods to analyse the extensive curriculum texts, which meticulously define the skills that have to be taught. We identify four typical skills packages, each of which are centred around one of four different types of IT skill (CNC/CAD, control technologies, system technologies, IT-applications). Our empirical analyses show that VET graduates trained in these skills packages receive positive labour market outcomes compared to VET graduates without these skills packages. Moreover, we find that the positive outcomes are not just driven by differences in cognitive skill requirements of the respective occupations.
摘要:我们使用职业培训课程来调查如何在更广泛的技能包中培训IT技能,以及这些技能与劳动力市场结果之间的关系。技能包是IT技能(如CNC)和技术或非技术技能(如材料科学或工作安全)的典型组合,在现实世界中共同需要,并出现在培训课程中。这种对IT技能教学的拓宽视角为如何将数字技能成功融入未来的教育和培训计划提供了新的见解。我们在瑞士使用具有法律约束力的职业教育和培训(VET)双学徒培训课程。我们运用自然语言处理方法来分析广泛的课程文本,这些文本精心定义了必须教授的技能。我们确定了四个典型的技能包,每一个都围绕着四种不同类型的IT技能(CNC/CAD、控制技术、系统技术、IT应用程序)中的一种。我们的实证分析表明,与没有这些技能包的职业教育与培训学院毕业生相比,接受这些技能包培训的职业教育和培训学院毕业生在劳动力市场上获得了积极的结果。此外,我们发现,积极的结果不仅仅是由各自职业的认知技能要求的差异所驱动的。
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引用次数: 4
Horizontal job-education mismatches and earnings of university graduates in Russia 俄罗斯大学毕业生横向职教不匹配与收入
IF 1.4 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-09-27 DOI: 10.1080/13639080.2022.2126966
V. Rudakov, Hugo Figueiredo, Pedro Teixeira, S. Roshchin
ABSTRACT The study is devoted to the evaluation of the determinants of job-education mismatches and their impact on salaries of university graduates. We use a comprehensive and nationally representative survey of Russian university graduates. The study employs a self-evaluated measure of mismatch and a statistical variant for robustness and interpretation purposes. We find that one-third of the graduates in Russia are horizontally mismatched, and that the share of mismatched graduates in Russia is higher than the average in OECD countries. Graduates from fields that generate more general human capital, or where low pay is common, are more likely to be mismatched. On the contrary, graduates in Medicine, which is a more specialised field, are more likely to be matched. We find that mismatches negatively affect the earnings of university graduates and, the higher is the degree of mismatch, the higher is the penalty for the mismatch. The study depicts that mismatch is penalised in the majority of fields except for low-paid ones.
摘要本研究旨在评估职业教育不匹配的决定因素及其对大学毕业生薪酬的影响。我们对俄罗斯大学毕业生进行了一项具有全国代表性的全面调查。为了稳健性和解释目的,该研究采用了自评估的失配度量和统计变量。我们发现,俄罗斯三分之一的毕业生横向不匹配,俄罗斯不匹配毕业生的比例高于经合组织国家的平均水平。来自产生更多一般人力资本的领域,或者低工资普遍存在的领域的毕业生,更有可能是不匹配的。相反,医学专业的毕业生更有可能匹配。我们发现,不匹配对大学毕业生的收入产生了负面影响,不匹配的程度越高,对不匹配的惩罚就越高。该研究表明,除低收入领域外,大多数领域的错配都会受到惩罚。
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引用次数: 1
A dream job? Skill demand and skill mismatch in ICT 一份理想的工作?信息和通信技术中的技能需求和技能不匹配
IF 1.4 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-09-27 DOI: 10.1080/13639080.2022.2128187
R. Pater, Herman Cherniaiev, Marcin Kozak
ABSTRACT We analyse labour demand and mismatch for educational traits in information and communication technology (ICT) occupations, taking into account the areas of education, occupations and skills in demand, and the supply of labour. We based our analysis on almost 40 million online job offers and a CAWI survey of people aged 18–65 in Poland. The analysis uses official classifications, and considers both job-related and transversal skills. To analyse an objective measure of mismatch, we compare job requirements stated in job offers to the declared characteristics of potential labour supply, and present demand and mismatch for skills across occupations. We also model a declared educational mismatch and its determinants, including educational profiles of surveyed participants. In order to further investigate the mismatches in ICT fields of education, occupations and skills, we compare them with the mismatches in other occupational groups. The analysis concludes with direct educational policy recommendations, including the Sectoral Qualifications Framework for ICT occupations in Poland. Our approach shows the complete educational characteristics of skill demands and skill mismatches.
摘要:我们分析了信息和通信技术(ICT)职业的劳动力需求和教育特征的不匹配,考虑了教育领域、需求的职业和技能以及劳动力供应。我们的分析基于近4000万份在线工作邀请和CAWI对波兰18-65岁人群的调查。该分析采用了官方分类,同时考虑了与工作相关的技能和横向技能。为了分析不匹配的客观衡量标准,我们将工作邀请中规定的工作要求与潜在劳动力供应的公布特征以及不同职业对技能的当前需求和不匹配进行了比较。我们还对已宣布的教育不匹配及其决定因素进行了建模,包括受调查参与者的教育概况。为了进一步调查信息和通信技术领域在教育、职业和技能方面的不匹配,我们将其与其他职业群体的不匹配进行了比较。分析最后提出了直接的教育政策建议,包括波兰信息和通信技术职业的部门资格框架。我们的方法显示了技能需求和技能不匹配的完整教育特征。
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引用次数: 1
Connecting creativity, confidence, and unconventional career plans 将创造力、信心和非传统职业计划联系起来
IF 1.4 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-09-26 DOI: 10.1080/13639080.2022.2128185
Angie L. Miller, Paula Alvarez Huerta
ABSTRACT Previous research suggests that creativity training is effective in academic settings, and that creative skills are increasingly important for success within unconventional careers such as self-employment or starting a business. This study extends research on creativity and entrepreneurial training in higher education, using data from the National Survey of Student Engagement (NSSE). Responses from over 64,000 seniors at 274 different U.S. colleges and universities were used to explore whether exposure to creative coursework and confidence in creative thinking skills can predict future entrepreneurial career plans. The results of binary logistic regression models suggest that creative coursework and confidence in creative ability are significant positive predictors of future plans for self-employment and starting a business, even after controlling for demographic and institutional characteristics. These findings can help to enrich educational experiences within higher education, informing curricular enhancements and career advising for students across all disciplines.
摘要先前的研究表明,创造性培训在学术环境中是有效的,创造性技能对非传统职业(如自营职业或创业)的成功越来越重要。本研究利用全国学生参与度调查(NSSE)的数据,扩展了对高等教育中创造力和创业培训的研究。来自美国274所不同学院和大学的64000多名高年级学生的回答被用来探索接触创造性课程和对创造性思维技能的信心是否可以预测未来的创业职业计划。二元逻辑回归模型的结果表明,即使在控制了人口和制度特征之后,创造性课程和对创造性能力的信心也是未来自主就业和创业计划的重要积极预测因素。这些发现有助于丰富高等教育中的教育体验,为所有学科的学生提供课程改进和职业建议。
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引用次数: 1
Foreign language skills and labour market earnings in Rwanda 卢旺达的外语技能和劳动力市场收入
IF 1.4 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-09-24 DOI: 10.1080/13639080.2022.2128186
Jacqueline Muhawenayo, O. Habimana, A. Heshmati
ABSTRACT This paper investigates the extent to which proficiency in English and French as a form of human capital individually determine earnings in Rwanda’s labour market and whether it still pays to be bilingual. Using data from the nationally representative Labour Force Survey conducted in 2018, our findings show that after controlling for other human capital and demographic factors, proficiency in both languages is positively rewarded. However, economic returns for proficiency in English language are higher than those for French proficiency and this gap widens from the median to the upper tail of the earnings distribution. Further, in the last two deciles of the earnings distribution, returns to English proficiency surpass returns to bilingual proficiency. A key finding of our study is that proficiency in English is highly rewarded while being bilingual in English and French pays but not in the upper 20% of the earnings distribution. The observed high returns to English language proficiency are likely the outcomes of the language reforms that have been implemented in the country and, most importantly, reflect the history of post-genocide Rwanda. English has become the language of business, government and education, and this trend is likely to continue.
本文调查了英语和法语熟练程度作为人力资本的一种形式,在多大程度上决定了卢旺达劳动力市场的收入,以及双语是否仍然值得。利用2018年全国代表性劳动力调查的数据,我们的研究结果表明,在控制了其他人力资本和人口因素后,熟练掌握两种语言会得到积极的回报。然而,精通英语的经济回报高于精通法语的经济回报,而且这种差距从收入分布的中位数到上尾逐渐扩大。此外,在收入分配的最后两个十分之一,精通英语的回报超过精通双语的回报。我们研究的一个重要发现是,精通英语的人得到了很高的回报,而精通英语和法语的人得到了回报,但在收入分配的前20%中却没有。所观察到的英语熟练程度的高回报可能是该国实施的语言改革的结果,最重要的是反映了卢旺达种族灭绝后的历史。英语已经成为商业、政府和教育的通用语言,而且这种趋势很可能会持续下去。
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引用次数: 0
Mobility and stability: post-graduate employment experiences of working-class students 流动性与稳定性:工薪阶层学生的研究生就业经历
IF 1.4 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-09-23 DOI: 10.1080/13639080.2022.2128188
Wolfgang Lehmann
ABSTRACT The transition from university to the graduate labour market has become increasingly competitive. As university degrees no longer offer a guarantee for success, graduates mobilise other forms of capital to gain a competitive advantage. First-in-family and working-class students are seen to be disadvantaged as they lack access to the types of economic, social and personal capital employers prefer. This article is based on a qualitative longitudinal study of first-in-family, working-class students in Canada. Starting university in 2005 with very high ambitions and goals for substantial mobility, I will show how most gradually revised these goals over the 16 years they have been followed in the study, and how they engaged in a range of strategies to negotiate their potential working-class disadvantages to find career success. They further evoked a broader notion of mobility beyond career achievement, in that they also discussed personal/intellectual growth through education, their ability to develop and accumulate middle-class cultural capital, while not abandoning their working-class roots, and the importance of stability over status.
从大学到大学毕业生的劳动力市场竞争日益激烈。由于大学学位不再是成功的保证,毕业生开始调动其他形式的资本来获得竞争优势。第一家庭成员和工薪阶层的学生被视为处于不利地位,因为他们无法获得雇主喜欢的经济、社会和个人资本。这篇文章是基于一个定性的纵向研究的第一家庭,工人阶级的学生在加拿大。2005年刚上大学时,我的志向和目标都很高,想要获得更大的流动性。我将展示大多数人在16年的研究中是如何逐步修改这些目标的,以及他们是如何采取一系列策略来克服工人阶级的潜在劣势,从而获得职业成功的。他们进一步唤起了一种超越职业成就的更广泛的流动性概念,因为他们还讨论了通过教育实现的个人/智力增长,他们在不放弃工人阶级根源的情况下发展和积累中产阶级文化资本的能力,以及稳定比地位的重要性。
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引用次数: 0
International human capital in the local labour market: experiences of the foreign-educated Kazakhstani graduates 国际人力资本在当地劳动力市场:外国教育的哈萨克斯坦毕业生的经验
IF 1.4 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-09-23 DOI: 10.1080/13639080.2022.2126970
F. Tolesh
ABSTRACT Using mixed methods research approach, this study explores the employment experiences of the Kazakhstani graduates with international human capital in the domestic labour market. Human and social capital theories and Spence’s signalling theory are utilised to explain and consider how investment into and internationalisation of those capitals and signalling attributes contribute to the graduates’ after-return labour market participation scenarios. The findings indicate that international education significantly improves graduate employability and widens opportunities. However, the limited options and capacity of the local labour market as well as the attitudinal differences between the Soviet era senior administration and foreign-educated graduates represent serious challenges.
摘要本研究采用混合方法研究方法,探讨具有国际人力资本的哈萨克斯坦毕业生在国内劳动力市场的就业经验。人力和社会资本理论以及斯宾塞的信号理论被用来解释和考虑这些资本的投资和国际化以及信号属性如何影响毕业生回国后的劳动力市场参与情景。研究结果表明,国际教育显著提高了毕业生的就业能力,拓宽了就业机会。然而,当地劳动力市场有限的选择和能力,以及苏联时代高级政府与外国教育毕业生之间的态度差异,构成了严峻的挑战。
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引用次数: 0
Not just arms and legs: employer perspectives on student workers 不仅仅是胳膊和腿:雇主对学生工的看法
IF 1.4 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-09-23 DOI: 10.1080/13639080.2022.2126972
D. Whittard, H. Drew, F. Ritchie
ABSTRACT The student workforce plays a substantial part in several low-paying industries such as retail and hospitality, and this has grown over time. However, there has been little recent research. The usual assumption is that students compete successfully with the local labour force for low-skill, part-time jobs, but there is little evidence for this. Using results from twelve employer interviews located in two cities in the United Kingdom (Bristol and Cardiff), we reconsider employers’ perspectives on taking on students. We find that, rather than seeing the labour market as an undistinguished mass of ‘arms and legs’, employers are well aware of the pros and cons of employing students, and use this information to build flexible workforces which complement the local non-student labour supply. This fits into the well documented model of the ‘core’ and ‘periphery’ workforces. We do find evidence of indirect competition, through changes in the way jobs are advertised and filled. We also note the growth in managers who have themselves worked as students may be changing the ‘frame of reference’ of those managers, further shifting the demand for student workers in the long term.
摘要学生劳动力在零售业和酒店业等低收入行业中扮演着重要角色,而且随着时间的推移,这一比例不断增长。然而,最近的研究很少。通常的假设是,学生们成功地与当地劳动力竞争低技能的兼职工作,但几乎没有证据表明这一点。利用位于英国两个城市(布里斯托尔和加的夫)的12次雇主面试的结果,我们重新考虑了雇主对学生的看法。我们发现,雇主并没有将劳动力市场视为一个普通的“胳膊和腿”群体,而是很清楚雇佣学生的利弊,并利用这些信息建立灵活的劳动力队伍,以补充当地的非学生劳动力供应。这符合“核心”和“外围”劳动力的有据可查的模型。通过改变招聘广告和招聘方式,我们确实发现了间接竞争的证据。我们还注意到,学生时代管理人员的增长可能会改变这些管理人员的“参照系”,从长远来看,进一步改变对学生工作者的需求。
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引用次数: 0
Role congruence and study engagement in mature-age students: a serial indirect effects model 成年学生的角色一致性与学习投入:一个系列间接效应模型
IF 1.4 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-09-22 DOI: 10.1080/13639080.2022.2126967
P. Creed, Michelle Hood, A. Bialocerkowski, M. Machin, P. Brough, Louella Bagley, Sonya Winterbotham, Lindsay Eastgate
ABSTRACT We examined how mature-aged, non-traditional students (studying part-time, working full-time) managed their multiple roles by testing a serial, indirect effects model, in which student role congruence (i.e., extent to which students structure role boundaries to meet their own and others’ preferences) was related to study engagement, and where work-study conflict/facilitation and exhaustion, in sequence, were underlying mechanisms that explained this relationship. We also untangled congruence between different role boundaries (i.e., work, study, family, leisure) to assess which were more important to facilitate engagement. We found, (N = 211; M = 37 years; 65% women), study engagement was predicted by study (direct and indirect) and leisure congruence (indirect), but not work and family congruence, with these relationships explained by reduced conflict (not facilitation) and, in turn, less exhaustion. The study suggests that how students manage their multiple role boundaries is important as this potentially affects their study engagement.
摘要:我们通过测试一系列间接效应模型,研究了成熟的老年非传统学生(非全日制学习、全职工作)如何管理他们的多重角色,在该模型中,学生角色一致性(即学生构建角色边界以满足自己和他人偏好的程度)与学习参与度有关,以及工作-学习冲突/促进和疲惫是解释这种关系的根本机制。我们还解开了不同角色边界(即工作、学习、家庭、休闲)之间的一致性,以评估哪些对促进参与更重要。我们发现,(N=211;M=37岁;65%的女性),学习参与度是通过学习(直接和间接)和休闲一致性(间接)来预测的,而不是工作和家庭一致性,这些关系可以通过减少冲突(而不是促进)来解释,进而减少疲惫。这项研究表明,学生如何管理他们的多重角色边界很重要,因为这可能会影响他们的学习参与度。
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引用次数: 0
A critical study of alternative education provisions for young people aged 16 to 24 years in the United Kingdom 对英国16至24岁青年替代教育规定的批判性研究
IF 1.4 Q2 EDUCATION & EDUCATIONAL RESEARCH Pub Date : 2022-09-21 DOI: 10.1080/13639080.2022.2126971
Claire Paterson-Young, S. Denny
ABSTRACT In the United Kingdom, the number of young people (16 to 24 years-old) not in education, employment or training (NEET) was estimated to be c.763,000 in October to December 2019. The purpose of this paper is to explore the experiences of NEET young people attending alternative education provisions that focus on physical and mental health in promoting positive outcomes. Semi-structured interviews with young people (n = 18), parents (n = 10), and staff (n = 8), analysed using Constant Comparative Method, were conducted in an alternative education provision in England and Wales. Analysis led to the identification of themes around motivation, empowerment, and confidence. The findings illustrate that young people in alternative education provisions benefit from an approach that placed health, well-being and confidence building at their core. This paper outlines the implications for policy-makers and practitioners in designing alternative education provisions with physical activity as part of the core curriculum.
摘要2019年10月至12月,英国未接受教育、就业或培训的年轻人(16至24岁)估计约为763000人。本文的目的是探索NEET年轻人参加以身心健康为重点的替代教育项目以促进积极成果的经验。在英格兰和威尔士的一项替代教育中,对年轻人(n=18)、父母(n=10)和工作人员(n=8)进行了半结构化访谈,并使用恒定比较法进行了分析。分析导致围绕动机、赋权和信心确定了主题。研究结果表明,接受替代教育的年轻人受益于以健康、福祉和建立信任为核心的方法。本文概述了将体育活动作为核心课程的一部分来设计替代教育条款对决策者和从业者的影响。
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引用次数: 0
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Journal of Education and Work
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