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This paper aims to extend the scope of previous studies on education-occupation mismatch to explicitly focus on the role high school track choices have on the risk of being mismatched in the labor market.

The paper uses the most exhaustive available database regarding the early-career paths of university graduates in Romania. Using a novel matching technique, entropy balancing (EB), our study relies on multinomial logit models and logit regressions to estimate the effect of the completed high school track on the likelihood of being mismatched in the labor market. The empirical analysis focuses on two types of education-occupation mismatches: horizontal and vertical mismatches.

We show that studying a different field in college compared to the completed high school track increases the risk of being skill mismatched in the first job after graduation. Five years after college graduation, the influence of the high school track fades, while being skill mismatched in the first employment plays a more important role. In contrast, we find no evidence that pursuing a college major unrelated to the completed high school track increases the probability of being overeducated. However, being overeducated in the first job increases the risk of being overeducated five years later.

The study brings new reliable evidence on the extent to which high school track choices may contribute to the risk of being mismatched in the labor market.

This paper addresses the relevance of job search methods and strategies in determining vertical mismatch and the risk of underusing skills or knowledge in first jobs amongst graduates from bachelor's and master's programmes in Spain. Support from universities (via internships and career services) is compared to support from public institutions and informal strategies.

The authors use the 2019 University Graduate Job Placement Survey. The dependent variables are estimated with a bivariate probit model with sample selection on a subsample of graduates who were not working at graduation.

Internships and university career employment offices significantly improve the quality of first job matches. Job banks and public examinations also contribute to finding well-matched first positions, while for public employment services, results are mixed. When the job search is not supported by institutions, graduates generally do worse finding their first jobs, particularly when temporary employment agencies are involved. There are also large differences in mismatch risks across fields of study.

If more graduates found their first jobs through internships and university job placement services, educational mismatch rates would decrease substantially. Further collaboration between universities and employers for the provision of high-quality internships may foster their conversion into regular, well-matched jobs. Industrial policies addressed to knowledge-based economic activities would enhance the creation of highly skilled positions. Further orientation towards STEM degrees is required to improve imbalances between supply and demand for graduate labour in Spain.

Evidence about education mismatch among master's degree graduates is very scarce. This paper compares them to bachelor's degree graduates. It addresses two complementary types of education mismatch and takes into account potential self-selection into post-graduation job search.

Purpose: This chapter addresses the skills shortages in Kosovo’s labour market, emphasising the service sector. The labour market economy is very dynamic, and Kosovo, with the youngest population in Europe, also has the highest unemployment level among youths. Therefore, we aim to analyse the mismatches of the skills demand in the labour market.

Methodology: The scientific methods used in this chapter are quantitative methods applying analytical and critical approaches based on economic theory. In this chapter, we analysed secondary data from Labour Force Surveys (LFS) and official reports such as the World Bank and UNDP. We have also conducted primary research with the employees of SMEs in the service sector, with specifically related questionnaires for descriptive issues.

Findings: The logit model used in this research has shown goodness of fit and yielded significant results. Based on the empirical findings, we have found a need for some main soft skills such as communication skills, language skills, ICT skills, and additional training to help gain employability skills. These findings suggest that there is a need for more skills in the service sector, significantly impacting the employees’ job performance and the job seeker’s level of employability.

Significance: Noticeably, countries that are still in the transition process face inequalities in the labour market and have a very high level of unemployment. The findings can be used in analysing demand-side management of the labour market and mismatching of skills in transition economies by policy makers.

This study is to examine and develop sector skills strategies and action plans for the textile and apparel (T&A) sector.

The paper used a participatory action qualitative method anchored on the Skills for Trade and Economic Diversification (STED) framework, utilising the workshop-based approach with 24 key stakeholders of the sector. Content analysis was used with the help of Nvivo software.

The findings revealed that there are skills shortages, skills gaps, skills mismatches and skills diversification programmes available through higher education and work-based learning. Further, there are labour supply challenges such as national skills policy and strategy, government and stakeholder coordination, funding, relevance of curriculum and qualifications, access to practicals and the absence of a clear national vision for the sector.

This study possesses an inherent limitation in terms of generalising the findings derived from qualitative research.

This research is among the first of its kind to assess skills needs and gaps through the lens of STED framework, which has been overlooked in previous literature. Importantly, this study provides vocational insights into skill needs in the sector.

With so many placement opportunities around the students in their final or prefinal year, they start to feel the strain of the season. The students feel the need to be aware of their position and how to increase their chances of being hired. Hence, a system to guide their career is one of the needs of the day.

The job role prediction system utilizes machine learning techniques such as Naïve Bayes, K-Nearest Neighbor, Support Vector machines (SVM) and Artificial Neural Networks (ANN) to suggest a student’s job role based on their academic performance and course outcomes (CO), out of which ANN performs better. The system uses the Mepco Schlenk Engineering College curriculum, placement and students’ Assessment data sets, in which the CO and syllabus are used to determine the skills that the student has gained from their courses. The necessary skills for a job position are then extracted from the job advertisements. The system compares the student’s skills with the required skills for the job role based on the placement prediction result.

The system predicts placement possibilities with an accuracy of 93.33 and 98% precision. Also, the skill analysis for students gives the students information about their skill-set strengths and weaknesses.

For skill-set analysis, only the direct assessment of the students is considered. Indirect assessment shall also be considered for future scope.

The model is adaptable and flexible (customizable) to any type of academic institute or universities.

The research will be very much useful for the students community to bridge the gap between the academic and industrial needs.

Several works are done for career guidance for the students. However, these career guidance methodologies are designed only using the curriculum and students’ basic personal information. The proposed system will consider the students’ academic performance through direct assessment, along with their curriculum and basic personal information.

There is a global concern about the effectiveness of vocational education and training (VET) programmes in developing job-related skills and competencies for real-world environments for disadvantaged and unemployed youths. Experiential learning (EL) is a major component of VET programmes. This article aims to examine the effects of facilitating VET through EL theory to promote youths' skills acquisition. The study looks at the effects of material resources on the use of experiential learning theory (ELT), the types of EL and the contribution of ELT to VET programmes.

The research design mainly entails a qualitative research design and research method to allow the researcher to view the reality as is experienced from the inside out by the trainees and training centre managers on important data for a thorough understanding. The study participants were 512 young trainees who completed different training courses from the VET programmes and 24 centre managers in the KwaZulu-Natal province of South Africa.

The findings reveal that the use of ELT in VET programmes helped the trainees to gain real-world skills, hence contributing to their empowerment in terms of work experience and competence for their future employment. Based on the findings, the study concludes that ELT is an effective instrument to promote VET programmes for disadvantaged and unemployed youths.

The practical and social implications of the findings are that, while disadvantaged youths cannot access and afford higher education, public and private sectors can remedy their situation by providing non-school-based technical and vocational training to help such youths enter the labour market. The findings will motivate the providers of skills development for unemployed youths to use ELT in designing course curricula, planning resources and directing teaching-learning approaches to help trainees to acquire skills and competencies to perform tasks close to real-work situations.

The socio-economic implication of the article is that skills development plays an important role in poverty reduction. Investing in the skills development of citizens is vital to raise the incomes of poor groups and to reduce poverty (ILO, 2018). Although the causes of unemployment have also to do with economic factors in a country, skills development is an essential ingredient in developing capacities for labour market entry and increased income generation of a vulnerable group of people.

The article is significant because the study provides new insights into the use of ELT in VET programmes to improve their effectiveness in developing job-related skills and competencies for real-world environments for disadvantaged and unemployed youths. The study contributes to the body of knowledge by establishing a solid base for the evidence-informed practice of the effects of facilitating the VET programme through ELT to promote skills acquisition for the employment of unemployed and disadvantaged youths.

Although the role of human capital in the hospitality sector is critical, the industry faces challenges in attracting workers with a poor industry image frequently mentioned regarding labor shortages. This research paper attempts to investigate the factors influencing labor shortages by presenting the perspectives of employees and employers.

Precisely 232 rural hospitality industry employees (n = 128) and employers (n = 104) in Northern Italy were surveyed using a written close-ended online survey and a quantitative research design as part of a convenience sampling approach. For hypotheses testing, Spearman's rho was used.

A relationship between the shortage of professional workers and a variety of factors was found, including professional, digital, social and green skills, industry-intrinsic characteristics and symbolic image attributes of the industry. The findings show that some factors are more important for employees, while others are more significant for employers.

This study demonstrates several practical implications for the hospitality sector by addressing the under-researched stakeholder group of existing hospitality employees, e.g. improving working conditions, reduction of manual operations through digital technologies, realistic career planning, employer branding, identification of skill deficiencies and provision of specialized trainings.

Most research on labor shortages in the hospitality industry has focused on the perspective of either employees or employers. This study compares both perspectives, including the industry image, to gain a realistic picture of the relevant factors for a rural tourism destination in Northern Italy.

The upsurge in global youth migration remains a major concern for policymakers, politicians and academia at large. Given the emerging interests in youth migration and informal jobs in cities around the world, this study aims to establish the barriers limiting the transition of migrant youths, in informal settings, into formal jobs and the consequent impact on their livelihood.

Leveraging the push-pull approach of the functionalist migration school, this study uses a primary research design. A structured questionnaire was administered among 150 migrant youths who were selected across informal settings in Lagos, using a convenient sampling technique. Then, a structured face-to-face interview was later conducted among 40 selected migrant youths.

There is a skill mismatch between the competence of the youths and the requirements of firms in the formal sector, and the migrant youths are largely disenfranchised from opportunities that flow within certain networks. Another critical constraint includes language barrier, ethnicity and religious biases by certain employers. Most migrant youths are economically better off compared to where they came from, even though they are yet to exit the poverty trap.

This study critically examined the challenges faced by the migrant youth population in Lagos, Nigeria, in their bid to transition from informal employment to formal employment.

Purpose: This research aims to provide a conceptual framework that will help organisations address the skill shortages and gaps in their current business model. The study also aims to fulfil the literature gap by offering three strategies that can help firms across industries in the international arena to upskill and reskill their talent pool.

Design/Methodology/Approach: Using real-world cases and statistics, the research offers a conceptual framework along with the three strategies, that is, revisiting skills requirements, continuous training and development, and partnership across ecosystems for addressing the critical challenge of skill gap and shortage that is prevailing across industries today.

Findings: The findings of the research show that by involving employers, employees, and policymakers, an effective conceptual framework can be made that will help organisations to serve their target customers more effectively and efficiently. The study also results in the formation of three strategies to help the company address the talent shortage and gap in their organisation.

Research Limitations/Implications: The research has wide implications for a variety of stakeholders and especially for the companies, employees, and policymakers. This will prove instrumental in handling the shortcoming of the talents prevailing in today’s business environment.

Originality/Value: The study is unique in offering a framework and giving three operational strategies: revisiting skills requirements, continuous training and development, and partnership across ecosystems for building and managing the talent pool in the company.

Purpose. This chapter discusses the challenges and different strategies to increase skill development for the future workforce.

Methodology. Multiple sources on the topic were studied and reviewed in this chapter. The idea of skill and its development is discussed in the literature review.

Findings. Different nations’ governments have promoted human capital development by providing up-skilling and retraining programs to balance supply and demand. Skills gaps need to be brought to the attention of stakeholders, such as governments, businesses, and the educational system. Teachers, employers, and other stakeholders need to develop strategies and action plans to ensure that the skills gaps are appropriately identified and adequately addressed. These initiatives must be developed with input from various stakeholders.

Practical Implications. The research results would inform the curriculum, incorporating skill development processes tailored to various scenarios. These findings would aid business organisations in crafting skill development programs that address identified skill gaps. Challenges in skill development would be taken into account during course development, and relevant teaching–learning materials would be created. Key stakeholders, such as accrediting organisations, employers, and students, should exert more influence on academic institutions to prioritise societal demands for economic development.

Originality/Value. The uniqueness and significance of this chapter lie in its concise summary of the strategies to tackle the hurdles in skill development.