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Article
Publication date: 12 June 2017

Piriya Pholphirul

Educational mismatches constitute negative impacts on labor markets in most countries, Thailand is no exception. The purpose of this paper is to quantify the degree of educational…

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Abstract

Purpose

Educational mismatches constitute negative impacts on labor markets in most countries, Thailand is no exception. The purpose of this paper is to quantify the degree of educational mismatch in Thailand and its impacts on labor market outcomes.

Design/methodology/approach

This study analyzes data obtained from Thailand’s Labor Force Survey to estimate the likelihood of horizontal and vertical mismatches and their impacts on labor market outcomes.

Findings

Estimation results reveal the existence of a high level of both vertical and horizontal mismatches in the labor market. The vertical mismatch tends to be most prevalent in the case of graduates with degrees in the social sciences, while the existence of the horizontal mismatch is mostly found in the case of graduates with backgrounds in the physical sciences. Samples with a degree in health science seem to be least impacted by both types of mismatch. Education-job mismatches, either vertical or horizontal mismatches, are found to cause negative impacts on workers’ employment. Findings indicate that workers who encountered either horizontal or vertical educational mismatches tended to have lower monthly incomes than did those without such mismatches. Vertical mismatches seemed to result in lower incomes than did the horizontal mismatches. Furthermore, both types of mismatch are found to not have any significant impact on workers’ employability.

Research limitations/implications

Nevertheless, due to different types of mismatches such as skill mismatch or personality mismatch, this paper only quantifies degree mismatch on the context of Thailand only. Nevertheless, different structure of labor market can show different findings.

Practical implications

Both horizontal mismatch and vertical mismatch can be mitigated with strong collaboration system between colleges/universities and employers. Therefore, the government should further promote better cooperation between universities and the private sector (industry-university linkages) by encouraging more exchanges between high-level executives and students of the private sector and higher-education institutes. More opportunities for students to practice their skills in real workplace settings should be provided, and students should also be able to gain credits from participating in such training. In Thailand, at present there are only a few degree programs that require students to complete an internship.

Social implications

As for social policy recommendations, to reduce both horizontal and vertical mismatches in practices, it is essential that the education sector promote a life-long learning framework that allows workers whose jobs do not match their educational background (or with their educational attainment) to receive the training and develop the skills required by employers.

Originality/value

Comparing to other literature in these areas in which survey data from the authors are relied, this paper, however, uses the Thai Labor Force Survey, which is the national representative sample data set. The results found from this paper are therefore useful to be reliable on implying appropriated policy recommendations.

Details

Education + Training, vol. 59 no. 5
Type: Research Article
ISSN: 0040-0912

Keywords

Article
Publication date: 6 July 2015

Sandra Nieto, Alessia Matano and Raúl Ramos

The purpose of this paper is to analyse and explain the factors contributing to the observed differences in skill mismatches (vertical and horizontal) between natives and

Abstract

Purpose

The purpose of this paper is to analyse and explain the factors contributing to the observed differences in skill mismatches (vertical and horizontal) between natives and immigrants in EU countries.

Design/methodology/approach

Using microdata from the 2007 wave of the Adult Education Survey (AES), different probit models are specified and estimated to analyse differences in the probability of each type of skill mismatch between natives and immigrants. Yun’s decomposition method is used to identify the relative contribution of characteristics and returns to explain the differences between the two groups.

Findings

Immigrants are more likely to be skill mismatched than natives. The difference is much larger for vertical mismatch, wherein the difference is higher for immigrants coming from non-EU countries than for those coming from other EU countries. The authors find that immigrants from non-EU countries are less valued in EU labour markets than natives with similar characteristics – a result that is not observed for immigrants from EU countries. These results could be related to the limited transferability of human capital acquired in non-EU countries.

Social implications

The findings suggest that specific programmes to adapt immigrants’ human capital acquired in the home country are required to reduce differences in the incidence of skill mismatch and better integration into EU labour markets.

Originality/value

This research is original, because it distinguishes between horizontal and vertical mismatch – an issue that has not been considered in the literature on differences between native and immigrant workers and due to the wide geographical scope of the analysis, which considers EU and non-EU countries.

Details

International Journal of Manpower, vol. 36 no. 4
Type: Research Article
ISSN: 0143-7720

Keywords

Article
Publication date: 1 July 2014

Peter Robert

The purpose of this paper is to investigate vertical and horizontal mismatch between education and current occupation for graduates in four post-communist societies: Hungary…

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Abstract

Purpose

The purpose of this paper is to investigate vertical and horizontal mismatch between education and current occupation for graduates in four post-communist societies: Hungary, Poland, Lithuania and Slovenia. In this way it contributes to the field by exploring how mechanisms, known from previous studies on western societies, affect job mismatch in emerging market economies.

Design/methodology/approach

Two dependent variables are constructed: working in a non-graduate occupation as defined by the ISCO job title depicts vertical mismatch; assessment of the job from the perspective of the fields of study describes horizontal mismatch. Since the dependent variables are dichotomous ones, binary logistic regression models are fitted to the data predicting the incidence of mismatch. Explanatory variables cover mechanisms affecting job mismatch: variation by fields of studies, accumulated work experience during studies, labour market uncertainties during early career, trade off between job safety and job mismatch, persistence of “bad” labour market entry during early career, influence of parental background on school-to-work transition.

Findings

The analysis reveals significant differences for study fields in association with occupational specificity of the disciplines. Only study-related work experience seems to be advantageous to find a matching job. Labour market uncertainties increase the probability of job mismatch. Job safety is more important than a matching job.

Originality/value

Mismatch in first occupation has strong and long-lasting effect on the job match even five years after the graduation. The effect of parental background on job mismatch is curvilinear.

Article
Publication date: 6 June 2016

Marco Pecoraro

The purpose of this paper is to propose an improved concept of educational mismatch that combines a statistical measure of over- and undereducation with the worker’s…

1097

Abstract

Purpose

The purpose of this paper is to propose an improved concept of educational mismatch that combines a statistical measure of over- and undereducation with the worker’s self-assessment of skill utilization. The novelty of this measurement approach consists in identifying the vertical and horizontal nature of skills mismatch, that is, a mismatch in which skills are either over/underutilized or not utilized.

Design/methodology/approach

Cross-sectional data from the Swiss Household Panel survey for the years 1999 and 2004 are used to determine the true extent of educational mismatch among workers. Moroever, different versions of the Duncan and Hoffman wage equation are estimated depending on whether basic or alternative measures of educational mismatch are included.

Findings

The empirical analyses provide the following results: first, at least two-third of the statistically defined overeducated workers perceive their skills as adequate for the job they hold and are then apparently overeducated; second, overeducated workers whose skills are not related to the job do not receive any payoff to years of surplus education; and third, apparently overeducated workers have similar wage returns compared to others with the same schooling level but who are statistically matched. All in all, these findings confirm that most of those overeducated according to the statistical measure have unobserved skills that allow them to work in a job for which they are well-matched.

Originality/value

The paper indicates the need to consider both vertical and horizontal skill mismatches when measuring educational mismatch in the labour market. In that way, it is possible to account for worker heterogeneity in skills whose omission may generate biased estimates of the incidence and wage effects of over- and undereducation.

Details

International Journal of Manpower, vol. 37 no. 3
Type: Research Article
ISSN: 0143-7720

Keywords

Article
Publication date: 20 July 2022

Kyung Hee Park and Nan Luo

This study aims to demonstrate whether the educational mismatch prevalent in society can be overcome by various types of lifelong learning and whether lifelong learning can…

Abstract

Purpose

This study aims to demonstrate whether the educational mismatch prevalent in society can be overcome by various types of lifelong learning and whether lifelong learning can contribute to job satisfaction.

Design/methodology/approach

The participants were 2,559 young Korean employees who graduated from general or specialized vocational high school. This study applied structural equation modeling to verify the mediating effects of lifelong learning on the relationship between educational mismatch and job satisfaction. In addition, this study compared whether the conceptual model results were applied to those who graduated from general school and specialized vocational school through multigroup analysis.

Findings

Regarding the horizontal mismatch, the mediating effect of lifelong learning correlated with job satisfaction was significantly measured in all multigroup models, including the conceptual model. Nevertheless, regarding the vertical mismatch, this study confirmed that informal learning influences job satisfaction differently according to the type of high school from which employees graduated. Furthermore, for those who graduated from specialized vocational school, the relationship between vertical mismatch and job satisfaction was significantly indicated. However, there was no influence of informal learning at the workplace.

Originality/value

This study empirically demonstrated the alternative value of lifelong learning in overcoming the preceding educational mismatch. Moreover, the evidence that such lifelong learning effects may vary depending on the vocational education experiences before entering the labor market is valuable.

Details

European Journal of Training and Development, vol. 47 no. 9
Type: Research Article
ISSN: 2046-9012

Keywords

Article
Publication date: 6 February 2024

Alina Botezat, Cristian Incaltarau, Sabina Ana Diac and Alexandra Claudia Grosu

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…

Abstract

Purpose

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.

Design/methodology/approach

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.

Findings

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.

Originality/value

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.

Details

International Journal of Manpower, vol. ahead-of-print no. ahead-of-print
Type: Research Article
ISSN: 0143-7720

Keywords

Article
Publication date: 9 September 2020

Gazi Mahabubul Alam and Samsilah Roslan

Education system supplies the required manpower in order to ensure the national prosperity. A salient link between education and business sector is a prerequisite to cater…

Abstract

Purpose

Education system supplies the required manpower in order to ensure the national prosperity. A salient link between education and business sector is a prerequisite to cater economically productive manpower. Economic and social development supplements each other that can only be ensured via a functional education system. A dysfunction education system created by a biased clustering policy develops a greater horizontal and vertical mismatch with the job market in many developing nations. This mismatch dents the quality of business management that halts the national prosperity. Therefore, the role of education has become questionable. This research aims to bridge between education and business sectors.

Design/methodology/approach

Given the differentiated nature of research questions, multiple techniques are used to collect the data. However, this research bears the norms of qualitative method. Both secondary and primary data are used. While, secondary data are collected by the banks, Bangladesh Bureau of Educational Information and Statistics (BANBEIS) and by the University Grants Commission (UGC), primary data are collected through interviews. Document review and data collected through personal communication with members of staff of sampled banks and institutes of HE also supplements. Data were collected from six commercial banks and from the Central Bank.

Findings

Findings suggest that clustering system favours science graduates by depriving business counterpart, which creates an atmosphere of educational disparity. This disparity affects the symbiotic and reciprocal relationship that exists amongst different provisions (i.e. secondaryand tertiary) of education. Favoured clustering system further contributes for a larger “horizontal educational mismatch” with job market. Therefore, science graduates occupy the places in the banks where business graduates should ideally be employed. Being a dysfunction system, education fails to support substantially for social and economic developments.

Originality/value

A few studies are conducted in the area of HE in Bangladesh but none covers the issue of impact of clustering system of education in secondary provision on HE and job market. Graduates' performance in carrying out the jobs is seen as the most important element for the business management. This study has suggested a unique way forward which would be able to reduce the mismatch between education system and job market, enabling a substantial business management process. Considering this, the paper is first on its kind.

Details

Business Process Management Journal, vol. 27 no. 4
Type: Research Article
ISSN: 1463-7154

Keywords

Article
Publication date: 30 September 2019

Vichet Sam

Education-job mismatches, especially overeducation or vertical mismatch, are generally found to lower the worker’s job satisfaction, which may generate the counter-productive…

Abstract

Purpose

Education-job mismatches, especially overeducation or vertical mismatch, are generally found to lower the worker’s job satisfaction, which may generate the counter-productive behaviors, such as high rates of absenteeism and turnover in developed countries. The purpose of this paper is to examine the impacts of educational mismatches from their both forms and dimensions (match, overeducation, horizontal mismatch and double mismatch) on the job satisfaction among university graduates in Cambodia.

Design/methodology/approach

To deal with the sample selection bias owing to the unobserved job satisfaction of unemployed graduates, this paper applies the Heckman probit model on a survey conducted with 19 higher education institutions in Cambodia.

Findings

Results indicate that a half of graduates suffer at least one type of educational mismatch and the both forms of mismatches adversely affect the job satisfaction with the strongest impact from the double mismatch case.

Research limitations/implications

The authors take into account the sample selection bias, but are not able to deal with the unobserved heterogeneity, such as individual competences and preferences. With the panel data, it would be possible to isolate those individual fixed effects.

Practical implications

The findings underline the importance of improvement in the quality of higher education in Cambodia that seems to play a main role in this education-job mismatch problem. Creating the occupational counseling for the high school students would be also helpful to orientate students to the majors strongly needed by the labor market.

Originality/value

This paper focuses on all forms and dimensions of mismatches and takes into account the sample selection bias in the context of a low-income country where the increasing rate of enrollment in higher education seems to be accompanied by an increasing rate of education-job mismatches. Previous research works focused mostly on overeducation and in developed countries.

Details

International Journal of Manpower, vol. 41 no. 1
Type: Research Article
ISSN: 0143-7720

Keywords

Article
Publication date: 15 December 2020

Gazi Mahabubul Alam, Morsheda Parvin, Ahmad Fauzi Bin Mohd Ayub, Romana Kader and Md. Mahfuzur Rahman

An old saying –“Jack of all trades, master of none”– deliberately asserts that the purpose of a master’s degree program is to generate high level job skills in order to improve a…

Abstract

Purpose

An old saying –“Jack of all trades, master of none”– deliberately asserts that the purpose of a master’s degree program is to generate high level job skills in order to improve a nation's economy, while a bachelor degree produces economically productive graduates. Employment of such graduates is fundamentally important for personal and economic development. There is a link between a bachelor’s and master's degree and how these qualifications are linked to the job market. Both horizontal and vertical mismatches are developed which is the central focus of this research.

Design/methodology/approach

Given the differentiated nature of research questions, multiple techniques are used to collect the data. However, this research bears the norms of the qualitative method. Both secondary and primary data are used, and meanwhile secondary data are collected by the banks, Bangladesh Bureau of Educational Information and Statistics (BANBEIS), University Grants Commission (UGC) and by the institutions sampled. Primary data are gathered from interviews with key people. Data were collected from three institutions of higher education and from six commercial banks and from the Central Bank. The academic results of 21,325 MBA graduates and education backgrounds of 750 executives working in banks served as the basis for establishing our arguments.

Findings

This study discovers that MBA graduates who have studied science subjects achieved much better grades in the MBA compared to their counterparts who studied business from secondary provision to first degree. The market-driven MBA programme has become a “business product”. The major revenue of higher education institutions comes from enrolment in MBA courses. For this reason, a science-friendly MBA program is developed to generate more business. If this continues, the philosophy of the master's program would either be lost or will have to be redefined in the 21st century.

Originality/value

While a few studies have investigated the area of HE in Bangladesh, none covers the impact of MBA degrees on the job market and its contribution to enhancing job skills.

Details

Business Process Management Journal, vol. 27 no. 4
Type: Research Article
ISSN: 1463-7154

Keywords

Article
Publication date: 14 December 2021

Hongye Sun and Giseung Kim

This study aims to investigate the extent to which overeducation imposes wage effects on university graduates, taking into account the individual heterogeneity due to skills and

Abstract

Purpose

This study aims to investigate the extent to which overeducation imposes wage effects on university graduates, taking into account the individual heterogeneity due to skills and innate ability.

Design/methodology/approach

Using Graduates Occupation and Mobility Survey (GOMS) 2019 and Korea Dictionary of Occupations (KDOT) 2019, the overeducated and adequately educated graduates are differentiated by the job analysis (JA) measure. To unveil the masked results, the unconditional quantile regression (UQR) accompanying skills and field of study mismatches is adopted to explore the wage effects of overeducation across the overall wage distribution.

Findings

Empirical evidence shows that the incidence of overeducation is high; however, overeducated graduates only suffer a 6.5% wage loss relative to their adequately matched peers. The findings indicate that regardless of being derived from either overskilled or field of study mismatch, genuine overeducation impose a higher wage penalty at all percentiles relative to the apparent overeducation. Meanwhile, high-ability men suffer lower-wage penalties than their low-ability peers, whereas the inverted “U” pattern is exhibited for women. The theoretical hypotheses differ depending on the estimated results by gender.

Research limitations/implications

Each measure of educational mismatch has been criticized for its insurmountable shortcoming. The recent graduates are likely to overstate the job requires of skills.

Originality/value

This paper contributes to the insufficient evidence on the multiple aspects of wage effects of overeducation by providing new and rigorous examinations and by focusing on the country experiencing rapid economic growth, industrial upgrading and educational expansion.

Details

International Journal of Manpower, vol. 43 no. 5
Type: Research Article
ISSN: 0143-7720

Keywords

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