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19 pages, 1824 KiB  
Article
What Did Teachers’ Unions Do During the COVID-19 Pandemic? Evidence Based on Returns on Teacher Unionization
by Eunice S. Han
COVID 2025, 5(5), 67; https://doi.org/10.3390/covid5050067 - 1 May 2025
Cited by 1 | Viewed by 404
Abstract
This study investigates the impact of the COVID-19 pandemic on teachers’ labor market outcomes and estimates the returns on unionization. Using a difference-in-differences approach, I identify the effects of the pandemic on employment, earnings, and other labor market outcomes for unionized teachers relative [...] Read more.
This study investigates the impact of the COVID-19 pandemic on teachers’ labor market outcomes and estimates the returns on unionization. Using a difference-in-differences approach, I identify the effects of the pandemic on employment, earnings, and other labor market outcomes for unionized teachers relative to their non-unionized counterparts. The findings suggest that unionized teachers experienced greater job security and maintained their pre-pandemic wage premium. The role of unions varies significantly across teacher characteristics. Additionally, unionized teachers were more likely to work remotely and remain employed during the pandemic. Full article
(This article belongs to the Section COVID Public Health and Epidemiology)
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28 pages, 4817 KiB  
Article
Propensity Score in the Tails and Returns to Education in Italy
by Marilena Furno and Francesco Caracciolo
Economies 2025, 13(2), 50; https://doi.org/10.3390/economies13020050 - 13 Feb 2025
Viewed by 784
Abstract
The propensity score defining the probability of completing a given degree of education—to balance covariates—and the Mincer equation is here estimated at various degrees of higher education. The novelty is in implementing propensity score and regression estimators together in a double-robust approach in [...] Read more.
The propensity score defining the probability of completing a given degree of education—to balance covariates—and the Mincer equation is here estimated at various degrees of higher education. The novelty is in implementing propensity score and regression estimators together in a double-robust approach in order to ensure against misspecification. The model is analyzed not only at the average but also in the tails of both components to gain a detailed analysis of the tail behavior and robustness. Analyzing survey data from the 2010 and 2020 waves, we find a negative impact of southern regions and gender on education. This impact becomes milder at the mean and is not significant in the right tail. The mixing of propensity score and quantile regression shows the irrelevance of education at low wages and, in a few cases, decreasing premia as school years increase. The private sector rewards lower premiums to young workers, and these distributions are more dispersed, i.e., show higher inequality. In the women’s subset, there is a marked pay gap, even wider for those working in the private sector. Full article
(This article belongs to the Section Labour and Education)
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13 pages, 512 KiB  
Article
Quitters from Hospitality Industry: Misfit or Just Looking for Better Conditions?
by Ana Sofia Lopes and Ana Sargento
Adm. Sci. 2024, 14(6), 111; https://doi.org/10.3390/admsci14060111 - 22 May 2024
Cited by 2 | Viewed by 1605
Abstract
After the COVID-19 crisis, a considerable contraction emerged in the labor supply of the hospitality industry. This investigation aims to identify some factors that justify the intention behind an ex-worker in tourism changing their occupation. In particular, we investigate if the change is [...] Read more.
After the COVID-19 crisis, a considerable contraction emerged in the labor supply of the hospitality industry. This investigation aims to identify some factors that justify the intention behind an ex-worker in tourism changing their occupation. In particular, we investigate if the change is motivated by skill mismatches or by a willingness to find more stable and rewarding jobs. Several datasets were combined to obtain multilevel information on all the unemployed from the hospitality industry between September 2022 and August 2023. A probit model was used to estimate the intention to change occupation, considering different personal, regional and occupational characteristics. Our results demonstrate that, for overqualified individuals, the intention to change occupation is motivated by trying to find better conditions and not by the mismatch per se. In contrast, the underqualified are significantly affected by the mismatch, which make them more vulnerable. Generally, movers are significantly influenced by the odds of having higher job stability and better wages (especially higher overtime premium) and are more frequently younger and higher educated individuals. Therefore, employers and policymakers should promote better wages, job stability, training, and career progression opportunities to reduce turnover in the hospitality industry. Full article
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9 pages, 233 KiB  
Communication
What Predicts Long-Term Absenteeism, and Who Disappears from the Workforce When Enterprises Downsize?
by Jarle Aarstad and Olav Andreas Kvitastein
Economies 2024, 12(1), 13; https://doi.org/10.3390/economies12010013 - 1 Jan 2024
Viewed by 2391
Abstract
This paper primarily studies how wages predict long-term absenteeism in enterprises. In addition, it studies who disappears from the workforce when downsizing. Analyzing Norwegian enterprise data using dynamic unconditional quasi-maximum likelihood fixed-effects panel regression and general methods of moments panel regression with instrumental [...] Read more.
This paper primarily studies how wages predict long-term absenteeism in enterprises. In addition, it studies who disappears from the workforce when downsizing. Analyzing Norwegian enterprise data using dynamic unconditional quasi-maximum likelihood fixed-effects panel regression and general methods of moments panel regression with instrumental variables, we find that increasing average wages decreases average long-term absenteeism. As the effect barely abates the following year, it likely reflects highly skilled and motivated employees in good health receiving a wage premium and not a stimulus boosting overall work attitudes, which is likely short-lived. Wage inequality increases absenteeism, indicating that increasing low earners’ wages relative to those earning high ones decreases absenteeism, but the effect is short-lived and disappears the following year. In addition, average age and education tend to decrease absenteeism, but female labor participation increases it, likely due to maternity leave. Also, increasing the workforce increases absenteeism, indicating that handling many new employees is challenging. When enterprises downsize, young and low earners initially disappear from the workforce, but the following year, older and high earners share the same fate. Full article
(This article belongs to the Special Issue Labour Economics)
29 pages, 1055 KiB  
Article
Educational Mismatch and Workers’ Fertility Intentions: Evidence from China
by Zizhe Zhang, Nan Zhao, Wanqing Liao and Hounan Chen
Behav. Sci. 2023, 13(10), 837; https://doi.org/10.3390/bs13100837 - 13 Oct 2023
Cited by 3 | Viewed by 2544
Abstract
This paper focuses on the impact of the educational mismatch on workers’ fertility intentions and explores the underlying mechanisms. Empirical research based on the China Family Panel Survey (CFPS) data shows that undereducation has a negative effect on the fertility intentions of women [...] Read more.
This paper focuses on the impact of the educational mismatch on workers’ fertility intentions and explores the underlying mechanisms. Empirical research based on the China Family Panel Survey (CFPS) data shows that undereducation has a negative effect on the fertility intentions of women aged 18–35, whereas overeducation reports no effect, a finding that remains stable in the robustness test and the IV model. An explanation for this phenomenon is that undereducated female workers have a wage premium and higher expectations of career development, which implies a greater opportunity cost of fertility. The heterogeneity analysis shows that women with low socio-economic status, especially those who are less educated, from low-income households, and who are employed in the private sector, are more affected. It is therefore necessary to reduce the substitution risk in the labor market for this group and to lighten the fertility burden and pressure on women. Full article
(This article belongs to the Section Behavioral Economics)
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30 pages, 2823 KiB  
Article
A Comprehensive Approach through Robust Regression and Gaussian/Mixed-Markov Graphical Models on the Example of Maritime Transportation Accidents: Evidence from a Listed-in-NYSE Shipping Company
by Vicky Zampeta and Gregory Chondrokoukis
J. Risk Financial Manag. 2023, 16(3), 183; https://doi.org/10.3390/jrfm16030183 - 8 Mar 2023
Viewed by 1853
Abstract
The main objective of this article is to determine the internal factors of maritime transportation accidents using a comprehensive approach through robust regression and Gaussian/mixed-Markov graphical models. Globally, this could be a strong incentive for the employees to negotiate higher compensation and for [...] Read more.
The main objective of this article is to determine the internal factors of maritime transportation accidents using a comprehensive approach through robust regression and Gaussian/mixed-Markov graphical models. Globally, this could be a strong incentive for the employees to negotiate higher compensation and for the insurance companies to impose higher premiums to cover the risk for these kinds of accidents. The article uses a dataset consisting of 166 real cases (human injuries) in the period 2014–2022 in different ships owned by a shipping company indexed in the New York Stock Exchange. The results of the study support the hypotheses as have been set in the article, connecting the internal factors with the injuries of any type. The practical implementation of the study is its ability to be used by policy makers in shipping to compensate employees depending on the risk of their work on board and at the same time to calculate the insurance premiums in a more accurate way. The originality of the research lies in the fact that this is a unique study in maritime transportation related to human accidents and not on ship or cargo casualties. The idea came from the results of another study conducted on a bibliometric analysis of the factors related to maritime transportation accidents. The findings of the current study can provide valuable insights to stakeholders and shipping planners in formulating effective policies for better wage packages and insurance premiums. Full article
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24 pages, 404 KiB  
Article
Global Innovation Contests
by Elias Dinopoulos, Constantinos Syropoulos and Theofanis Tsoulouhas
Games 2023, 14(1), 18; https://doi.org/10.3390/g14010018 - 20 Feb 2023
Cited by 4 | Viewed by 2895
Abstract
The primary objective of this paper is to develop a two-country, dynamic, general equilibrium model with innovation contests to formally analyze the impact of globalization on the skill premium and fully-endogenous growth. Higher quality products are endogenously discovered through stochastic and sequential global [...] Read more.
The primary objective of this paper is to develop a two-country, dynamic, general equilibrium model with innovation contests to formally analyze the impact of globalization on the skill premium and fully-endogenous growth. Higher quality products are endogenously discovered through stochastic and sequential global innovation contests in which challengers devote resources to R&D, while technology leaders undertake rent-protection activities (RPAs) to prolong the expected duration of their temporary monopoly power by hindering the R&D effort of challengers. The model generates intra-sectoral trade, multinationals, and international outsourcing of investment services. Globalization, captured by a move from autarky to the integrated-world equilibrium, leads to convergence of wages and growth rates. Globalization and long-run growth are either substitutes or complements depending on a country’s relative skill abundance and the ranking of skill intensities between RPAs and R&D services. Trade openness between two countries that possess identical relative skill endowments but differ in size does not affect either country’s long-run growth. Full article
(This article belongs to the Special Issue Advances in the Theory and Applications of Contests and Tournaments)
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14 pages, 1149 KiB  
Article
Is There a Union Wage Premium in Germany and Which Workers Benefit Most?
by Marina Bonaccolto-Töpfer and Claus Schnabel
Economies 2023, 11(2), 50; https://doi.org/10.3390/economies11020050 - 3 Feb 2023
Cited by 5 | Viewed by 3221
Abstract
Using representative data from the German Socio-Economic Panel (SOEP), this paper finds a statistically significant union wage premium in Germany of almost three percent, which is not simply a collective bargaining premium. Given that the union membership fee is typically about one percent [...] Read more.
Using representative data from the German Socio-Economic Panel (SOEP), this paper finds a statistically significant union wage premium in Germany of almost three percent, which is not simply a collective bargaining premium. Given that the union membership fee is typically about one percent of workers’ gross wages, this finding suggests that it pays off to be a union member. Our results show that the wage premium differs substantially between various occupations and educational groups, but not between men and women. We do not find that union wage premia are higher for those occupations and workers which constitute the core of union membership. Rather, unions seem to care about disadvantaged workers and pursue a wider social agenda. Full article
(This article belongs to the Special Issue Focused Issues and Trends in Economic Research from Germany)
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23 pages, 1775 KiB  
Article
Trends in College–High School Wage Differentials in China: The Role of Cohort-Specific Labor Supply Shift
by Qiao Wen
Sustainability 2022, 14(24), 16917; https://doi.org/10.3390/su142416917 - 16 Dec 2022
Cited by 3 | Viewed by 2471
Abstract
The wage gap between 4-year college (BA) and high school (HS) graduates narrows down among young workers from 2002 to 2009 in urban China, despite steadily increasing BA–HS wage gaps for older workers during the same time. This period corresponds to the labor [...] Read more.
The wage gap between 4-year college (BA) and high school (HS) graduates narrows down among young workers from 2002 to 2009 in urban China, despite steadily increasing BA–HS wage gaps for older workers during the same time. This period corresponds to the labor market entry of a radically increasing number of college-educated labor stimulated by China’s higher education expansion program initiated in 1999. This study examines how cohort-specific relative supply of college-educated labor affects the cohort-specific college wage premiums and the overall BA–HS wage gaps in the labor market. Incorporating an aggregate labor supply model with imperfect substitution across labor with the same education level but in different age groups, changes in age-group-specific BA–HS wage gaps over time are decomposed into changes in aggregate and age-group-specific relative labor supply and demand factors. Findings suggest that the substantially expanded opportunities to attend college contribute to the falling BA–HS income inequality among young post-expansion cohorts: a 1-percent increase in the relative supply of BA-educated workers within one’s own cohorts depresses cohort-specific BA–HS wage gap by 0.2%. Policies that substantially boost educational attainment for certain cohorts could reduce education-related wage gaps for these cohorts and have spillover effects to the wage structure in the labor market. Full article
(This article belongs to the Special Issue Labor Economics and Sustainability)
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21 pages, 787 KiB  
Article
What Are People Willing to Pay for Social Sustainability? A Choice Experiment among Dutch Consumers
by Fenna Arnoldussen, Mark J. Koetse, Sander M. de Bruyn and Onno Kuik
Sustainability 2022, 14(21), 14299; https://doi.org/10.3390/su142114299 - 1 Nov 2022
Cited by 8 | Viewed by 4918
Abstract
A relatively large number of studies has shown that consumers are willing to pay more for products that are certified as being environmentally or socially responsible, but most of these studies focus on the willingness to pay (WTP) for environmental benefits, while insights [...] Read more.
A relatively large number of studies has shown that consumers are willing to pay more for products that are certified as being environmentally or socially responsible, but most of these studies focus on the willingness to pay (WTP) for environmental benefits, while insights into the WTP for social benefits are limited. More research in this area will shed light on consumer choices and help policymakers to better direct the food industry toward social sustainability. In this paper, we carry out a Discrete Choice Experiment among Dutch consumers to measure consumer WTP for five social sustainability benefits; (1) no child labor; (2) liveable wage and safe working environment; (3) project for the education of workers; (4) equal wages for men and women; and (5) freedom to join a trade union. The novelty of our research in comparison with previous studies is that we aim to differentiate the WTP for various social standards instead of estimating an overall WTP for fair-trade labels. In addition to average price premiums per social standard, our latent class models also give insight into heterogeneity in WTP, or more specifically, stated price premiums by different groups (or market segments) in society. The results suggest that substantial price premiums for social sustainability benefits may exist, which currently are not reflected in food prices. Including price premiums for market products that fully incorporate societal costs of those products, so-called true prices or shadow prices, will decrease consumer demand for less-sustainable products and will lead to a fairer and more sustainable economic system. Our results also show that the price premiums may vary substantially between the various categories of social sustainability benefits and across products and market segments. Further research on assessing the motivations behind consumer choices for more-sustainable products is crucial here, especially for campaigns aimed at enhancing their market shares. Full article
(This article belongs to the Special Issue Food Provision, Food Choice and Sustainability)
22 pages, 1138 KiB  
Article
Determinants of Sustainable Profitability of the Serbian Insurance Industry: Panel Data Investigation
by Željko Vojinović, Sunčica Milutinović, Dario Sertić and Bojan Leković
Sustainability 2022, 14(9), 5190; https://doi.org/10.3390/su14095190 - 25 Apr 2022
Cited by 13 | Viewed by 3464
Abstract
This paper aims to investigate the main drivers of sustainable profitability trends in the Serbian insurance industry over the years 2008–2019 (inclusive). Our study is motivated by the fact that insurance companies contribute to economic growth, and thus it is essential to understand [...] Read more.
This paper aims to investigate the main drivers of sustainable profitability trends in the Serbian insurance industry over the years 2008–2019 (inclusive). Our study is motivated by the fact that insurance companies contribute to economic growth, and thus it is essential to understand the factors that contribute to their financial strength and stability. We use a set of standard panel regression models, including the mixed-effects model, followed by a more robust GMM estimation to uncover the linkage between selected micro-specific, macroeconomic, and institutional factors, and return of assets (ROA) and return on total premiums (ROTP). The present paper constitutes a significant contribution to the existing literature on the account of its comprehensiveness both in terms of the institutional datasets that we use, and in terms of the methodologies we apply (in particular, mixed effects and the generalized method of moments (GMM)). The estimated parameters are model-specific, and we find that firm size, GDP, the population growth rates, political stability, and the degree of specialization (in some empirical models) all lead to higher profitability. On the other hand, we observe that excessive risk-taking and inflation (in some specifications) are inversely related to profitability. Finally, we note that regulatory quality, average wage, and life expectancies are found to be not statistically significant. Accordingly, we argue that a profitability-centric managerial strategy should be based on expanded market share and stringent risk management protocols. At the macro level, we conclude that pro-growth and pro-population policies, combined with a well-oiled institutional setting that ensures political stability, constitute the best possible prescription for strong operational performance and profit sustainability in the Serbian insurance industry. Full article
(This article belongs to the Special Issue Sustainability and Financial Performance Relationship)
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29 pages, 2193 KiB  
Article
What Effects Could Global Value Chain and Digital Infrastructure Development Policies Have on Poverty and Inequality after COVID-19?
by Ximena del Carpio, José A. Cuesta, Maurice D. Kugler, Gustavo Hernández and Gabriel Piraquive
J. Risk Financial Manag. 2022, 15(2), 43; https://doi.org/10.3390/jrfm15020043 - 19 Jan 2022
Cited by 12 | Viewed by 5092
Abstract
It is clear that in the transition out of the COVID-19 crisis in Colombia there will be great need for formal job creation. One source that has been widely discussed in policy circles is strengthening linkages of Colombian firms with Global Value Chains [...] Read more.
It is clear that in the transition out of the COVID-19 crisis in Colombia there will be great need for formal job creation. One source that has been widely discussed in policy circles is strengthening linkages of Colombian firms with Global Value Chains (GVCs). Another source that has received recent attention, and deservedly so, is digital infrastructure development (DID)—which can boost telework and virtual human capital accumulation. Reduction in poverty and inequality through more and better formal employment is an important aspect of a jobs and economic transformation (JET) agenda. In this paper, we explore—through a computable general equilibrium model (CGE) and a microsimulation framework—to what extent reforms of the type envisioned in the JET agenda and which could generate GVC linkages, as well as through DID, for Colombia, and we project their impact on poverty and inequality up to 2030. Our findings show limited impact of the three types of policy changes considered for GVCs—namely (i) fall in barriers for seamless business logistics, (ii) reductions in tariffs, and (iii) lower barriers to foreign direct investment (FDI). The impact of DID on inequality is also moot. There is however a modest impact on poverty reduction in the combined policy of digital infrastructure with a boost in skilled labor. This finding can be linked to different factors. First, there are relatively few direct jobs created to benefit households with low levels of human capital. Second, there might be indirect job creation through backward linkages to local suppliers by firms linked to GVCs, but this effect would be a general equilibrium effect that our CGE model with a partial equilibrium microsimulation distributional module does not fully capture. Third, the positioning of Colombian firms to latch onto GVCs, and also generate demand for local intermediate inputs and services, is not optimal. Fourth, DID may generate more general labor market opportunities through telework and virtual learning expansions but could also induce larger wage gaps as the skill premium rises so that the net effect on inequality is ambiguous. Full article
(This article belongs to the Section Economics and Finance)
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18 pages, 12925 KiB  
Article
City Size and Permanent Settlement Intention: Evidence from Rural-Urban Migrants in China
by Yanjiao Song, Nina Zhu and Feng Luo
Int. J. Environ. Res. Public Health 2022, 19(2), 676; https://doi.org/10.3390/ijerph19020676 - 7 Jan 2022
Cited by 15 | Viewed by 3657
Abstract
The location choice and livelihoods of rural-urban migrants are critical to the sustainable development of cities. By using data from the China Migrants Dynamic Survey (CMDS) in 2017, this paper extant the Rosen–Roback’s model by adding factors of urban social network and air [...] Read more.
The location choice and livelihoods of rural-urban migrants are critical to the sustainable development of cities. By using data from the China Migrants Dynamic Survey (CMDS) in 2017, this paper extant the Rosen–Roback’s model by adding factors of urban social network and air pollution to the function of the individual utility of migrants. Both the Probit Model and IV estimates imply evidence of an inverse U-shaped pattern of city size and migrants’ permanent settlement in urban China. This view proves that Chinese migrants like to settle permanently in large cities, but not mega-cities, such as Beijing and Shanghai. The internal mechanism is explained by the agglomeration economies and the crowing effect brought by city size. In mega-cities, the attractiveness of the city caused by wage premium cannot offset the combined repulsive force caused by the high housing price, bad urban social network, air pollution, and health deterioration. It is worth noting that air pollution has a significant negative impact on the settlement intention of migrants, such as health conditions and precipitation. Besides, there is heterogeneity among high-skilled migrants and low-skilled migrants in different city sizes. Our findings enhance the understanding of “Escape from megacities” in China and have implications for the reform of the housing security system and the exploration of the urbanization path. Full article
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15 pages, 802 KiB  
Article
Inequality in the Initial Wage of College Graduates at the College-Level Perspective
by Yanming Li, Kangyin Lu and Kaiyuan Wang
Sustainability 2021, 13(24), 13788; https://doi.org/10.3390/su132413788 - 14 Dec 2021
Cited by 5 | Viewed by 2945
Abstract
College graduates, as a labor force with high human capital accumulation, have the problem of initial wage inequality, which is worth paying attention to. Based on the collated micro-survey data form “Employment and Entrepreneurship Development Report of Chinese College Graduates”, which contains 339 [...] Read more.
College graduates, as a labor force with high human capital accumulation, have the problem of initial wage inequality, which is worth paying attention to. Based on the collated micro-survey data form “Employment and Entrepreneurship Development Report of Chinese College Graduates”, which contains 339 samples from vocational colleges, 453 from common colleges, and 360 from key colleges, this study empirically analyzed the inequality of college graduates’ initial wages at the college level. We found that the initial wage income level of college graduates is significantly influenced by the college level. The higher the level is, the higher the initial wage. The initial wage of graduates from key colleges is the highest, and the income inequality between them and vocational college graduates is the most significant. Moreover, there are structural differences in the wage premium effect of the college level on college graduates with a change in wage level. In addition, the study found that there is an obvious gender wage difference among college graduates, and political status, academic ranking, and student cadre experience as well as the nature of the workplace all contributed to the formation of wage premiums to a certain extent. Full article
(This article belongs to the Special Issue Labor Economics and Sustainability)
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12 pages, 2506 KiB  
Article
The Impact of Higher Education Expansion on the Educational Wage Premium in Taiwan: 1985 to 2015
by Chien-Liang Chen and Lin-Chuan Chen
Int. J. Financial Stud. 2021, 9(3), 38; https://doi.org/10.3390/ijfs9030038 - 26 Jul 2021
Cited by 2 | Viewed by 3618
Abstract
This research investigates the impact of higher education expansion on the educational wage premium from a long-term perspective in Taiwan. By using 1985 to 2015 Manpower Utilization Survey (MUS) data with the difference-in-difference-in-differences model (DDD), this study analyzes the change of the wage [...] Read more.
This research investigates the impact of higher education expansion on the educational wage premium from a long-term perspective in Taiwan. By using 1985 to 2015 Manpower Utilization Survey (MUS) data with the difference-in-difference-in-differences model (DDD), this study analyzes the change of the wage premium of university educated versus lower-than-university educated counterparts across the expansion of higher education since 1995. The number of universities in Taiwan tripled between 1995 and 2005, from 50 to more than 150, with upgrading of about 100 technology colleges and vocational schools additionally. Dramatic expansion of universities as well as the number of university graduates will shrink the university wage premium for the young generation who entered into the labor market after year 2000, but the older generation will be less affected. The empirical results show that the wages premium of university graduates of the younger generation is 12% to 21% lower than their older generation counterparts due to the higher-education expansion. Full article
(This article belongs to the Special Issue Financial Issues of Emerging Industry)
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