Expansion Of Higher Education Research Articles

Path of career planning and employment strategy based on deep learning in the information age.

With the improvement of education level and the expansion of higher education, more students can have the opportunities to obtain better education, and the pressure of employment competition is also increasing. How to improve students' employment competitiveness, comprehensive quality and the ability to explore paths for career planning and employment strategies has become a common concern in today's society. Under the background of today's informatization, the paths of career planning and employment strategies are becoming more and more informatized. The support of Internet is essential for obtaining more employment information. As a representative product of the information age, deep learning provides people with a better path. This paper conducts an in-depth study of the career planning and employment strategy paths based on deep learning in the information age. Research has shown that in the current information age, deep learning through career planning and employment strategy paths can help students solve the main problems they face in career planning education and better meet the needs of today's society. Career awareness increased by 35% and self-improvement by 15%. This indicated that in the information age, career planning and employment strategies based on deep learning are a way to conform to the trend of the times, which can better help college students improve their understanding, promote employment, and promote self-development.This study combines quantitative and qualitative methods, collects data through questionnaires, and uses deep learning model for analysis. Control group and experimental group were set up to evaluate the effect of career planning education. Descriptive statistics and correlation analysis were used to ensure the accuracy and reliability of the results.

FACTORS INFLUENCING YOUTH EMPLOYMENT IN EU

Youth unemployment is not only a challenge in Europe but also a global issue, with varying degrees of severity across different countries. The causes and potential solutions for youth unemployment differ widely, highlighting the need for tailored approaches. Given the long-term risks associated with prolonged unemployment, addressing this issue is crucial, as young people represent the future potential of every nation. This topic has garnered significant media attention and has been a prominent discussion point in various business and policy forums. Within the European Union, youth unemployment is a high priority on the policy agenda. The European Commission has recently launched the “Youth Opportunities Initiative” to support unemployed young people. This initiative aims to provide funding for apprenticeship and entrepreneurship programs, facilitate company placements, and offer guidance for young individuals with business ideas. Current levels of youth unemployment need to be understood in the context of increased labor market flexibility, an expansion of higher education, youth migration, and family legacies of long-term unemployment. Compared with previous recessions, European-wide policies and investments have significantly increased with attempts to support national policies. We argue that understanding youth unemployment requires a holistic approach that combines an analysis of changes in the economic sphere around labor market flexibility, skills attainment, and employer demand, as well as understanding the impact of family legacies affecting increasingly polarized trajectories for young people today.

The relationship between stress, anxiety and eating behavior among Chinese students: a cross-sectional study.

The expansion of higher education and the growing number of college students have led to increased awareness of mental health issues such as stress, anxiety, and eating disorders. In China, the educational system and cultural expectations contribute to the stress experienced by college students. This study aims to clarify the role of anxiety as a mediator in the relationship between stress and eating behaviors among Chinese college students. This study utilized data from the 2021 Psychology and Behavior Investigation of Chinese Residents, which included 1,672 college students under the age of 25. The analysis methods comprised descriptive statistics, t-tests, Pearson correlation analyses, and mediation effect analysis. The findings indicate that Chinese college students experience high levels of stress, with long-term stress slightly exceeding short-term stress. Both types of stress were positively correlated with increased anxiety and the adoption of unhealthy eating behaviors. Anxiety was identified as a significant mediator, accounting for 28.3% of the relationship between long-term stress and eating behavior (95% CI = 0.058-0.183). The mediation effect of short-term stress on eating behavior through anxiety was also significant, explaining 61.4% of the total effect (95% CI = 0.185-0.327). The study underscores the importance of stress management and mental health services for college students. It recommends a comprehensive approach to reducing external pressures, managing anxiety, and promoting healthy eating behaviors among college students. Suggestions include expanding employment opportunities, providing career guidance, enhancing campus and societal support for holistic development, strengthening mental health services, leveraging artificial intelligence technologies, educating on healthy lifestyles, and implementing targeted health promotion programs.

The constitutional codification of academic freedom over time and space

Abstract This article explores the global spread of domestic codifications of academic freedom norms by mapping constitutional provisions over time and space. Drawing on the new Academic Freedom in Constitutions dataset, the study evaluates several hypotheses that may explain the norm’s geographically diverse, yet comparatively limited, adoption in 52 per cent of constitutions today. The descriptive analysis of constitutional adoption patterns suggests that the as yet large pockets of absence are a result of the fact that academic freedom was not included as a fundamental right from the early days of constitution-making, combined with its close link to higher education development, thus locking many countries into a path dependency of early constitutions exclusive of academic freedom norms. The availability of relevant models in nearby countries, together with higher education expansion, are key facilitators of academic freedom adoption at the critical time of a constitutional reform process. Diverse countries in different regions acted as norm entrepreneurs, often motivated to domestically protect academic freedom, thus leading to the emergence of regional and other clusters of academic freedom reference types. A sizeable proportion of insincere adopters further suggests that, in some regions, academic freedom serves as a legitimizing international norm.

In what environment can female college students excel? An analysis of gender differences in learning of Chinese college students

With the expansion of higher education in China, gender equity has been largely improved at the entrance to undergraduate education. Yet, whether male and female students developed equally during college is still under debate. Using data from a Chinese national college student survey in 2021, this study explores gender differences in learning behaviors and outcomes of college students and examines whether they are influenced differently by educational environmental factors. Employing multiple regression models, we find that though female students outperformed males on active learning behaviors and academic scores, they were less active in higher-order learning behaviors, resource-intensive high-impact educational practice, and student-faculty interactions and reported lower educational gains than their male counterparts. Environmental and educational factors, including institute type, gender composition, academic challenges, and student support, influence the gender gaps in different ways. Overall, most female college students behave under the gender expectations of society and are less responsive to educational factors than their male counterparts. Collectively, these findings underscore the need for heightened awareness of gender gaps in the learning process in different learning environments and advocate for a more tailored collegiate environment that optimally supports female students’ educational pursuits.

Massification of Higher Education in Türkiye and Its Challenges

In the last 20 years, the education system in Türkiye has witnessed massive growth and transformation from primary- and secondary education to higher education. Significant improvements have been made in enrollment rates at all levels of education, reaching a level comparable to OECD countries. In this context, this study focuses on the transformation and massification of higher education in Türkiye. The net enrollment ratio in higher education in Türkiye has increased from 10% to 46% during this period. Especially, the establishment of higher education institutions in all cities has contributed positively to women's access to higher education, and for the first time, the enrollment and graduation rates of women have surpassed those of men. The increase in the supply of higher education and easier access has raised the proportion of higher education graduates from under 20% to over 40% in the 25-34 age group during this period. At the same time, the average length of education for the population aged 15 and over is increasing every year. Additionally, this study identifies problem areas and proposes solutions to ensure the sustainability of the expansion in higher education during this period. The evaluation identifies insufficient face-to-face teaching capacity in the higher education system and attempts to compensate for this deficiency with distance education programs as the primary problem area. Especially since 2015, almost half of the students who have enrolled in higher education have been able to enroll in distance education programs. Therefore, increasing face-to-face teaching capacity in higher education and reducing the proportion of distance education in higher education stand out as challenging issues. The second problem area is highlighted as being related to the limitations in scientific knowledge production performance of higher education institutions and the number of doctoral graduates. Despite an increase in the number of doctoral graduates from all disciplines every year, sustaining the growth achieved during this period is highly inadequate. This problem not only negatively affects the capacity for scientific knowledge production but also creates significant challenges, especially in meeting the need for faculty members in newly established universities, thus adversely affecting the quality of higher education. The study also offers some recommendations for addressing these problems.

The Nexus Between Higher Education Expansion and Economic Growth in Ethiopia: An Empirical Examination

Over the past three decades, Ethiopia’s higher education system has undergone substantial expansion, marked by an increase in the number of universities from two to more than 100 and a surge in student enrollment from 48 000 to more than 400 000. Despite this growth, there is a paucity of research on the relationship between higher education expansion and economic growth, with the few quantitative studies that have been undertaken yielding inconsistent outcomes. This research study embraced endogenous economic growth theory, employed the Autoregressive Distributive Lag (ARDL) bound testing model, and used World Bank data from 1991 to 2021 to explore the relationship between economic growth (measured by GDP per capita) and the expansion of higher education (proxied by gross tertiary enrollment). Contrary to prevailing assumptions, the study uncovered an insignificant association between higher education expansion and economic growth. Unlike other studies, it used qualitative analysis to unearth the potential contributing factors and identified subpar educational quality, limited university autonomy, and constrained academic freedom as critical issues. It is recommended that policymakers in countries undergoing similar higher education expansion should not only focus on increasing the number of students, but also prioritise improving the quality of education, granting greater autonomy to universities, and ensuring academic freedom. These factors are crucial for higher education to effectively contribute to economic growth.

Using access to higher education to redress inequities: tensions between equity and excellence in the polytechnic universities in Mexico

ABSTRACT Despite the expansion of higher education and the growing number of students from disadvantaged socioeconomic background and/or from ethnic minorities who now access university places, inequalities in access to higher education based on social class and origin remain a challenge. This article analyses the Polytechnic Universities in Mexico, examining them as a public policy for democratising access to higher education. We conducted 15 semi-structured interviews with the rectors and heads of the academic administration staff of 12 Polytechnic Universities, aiming to identify the limits and potential of the various strategies that make the PU model a policy of equity. These strategies include (i) the geographical decentralisation of university campuses, (ii) the scholarships and financial aid programmes, and (iii) the recruitment campaigns to attract new students. The interviews enable us to uncover the trade-off between equity and excellence and to observe how the PU model addresses it. While some of the responses and effects have already been examined in the literature, others highlight some nuanced specificities in the context of PUs in Mexico. Our results provide evidence that suggests a need to reconsider the most effective equity PUs strategies for enhancing access to higher education for disadvantaged populations in Mexico.

Grade inflation effects of capacity expansion in higher education: a longitudinal study in undergraduate teacher education programs from 2003 to 2022

This study examined the change in the rate of graduates with high honors (>3.50) in teacher training programs and the factors affecting grade inflation and graduation GPAs over a 20-year period. In the study, the weighted grade point average of 173,232 student-teachers who had graduated from 32 teacher training institutions between 2003 and 2022 was analyzed using the random effects estimator, ANOVA, t test, and ANCOVA. The findings suggest that their grade point averages increased from 2.83 to 3.34 within this period. The highest-grade averages were found in 2012, when the number of teacher training institutions was expanded; as well as in 2021–2022, during the COVID-19 pandemic. In addition, the gender of the students, their university admission scores, the teaching field, the establishment year of the program, and the ratio of students per faculty member were found to be important determinants of graduation GPAs. Based on our results, it can be argued that the rapid growth of teacher training programs in Türkiye has caused a decrease in quality, which has triggered an increase in grade averages. One of the most important findings supporting this idea is that programs with lower university admission scores have more students graduating with honors.

The Continuation of Reproduction in Higher Education - Exploring the Impact of Social Class on the Aspiration of Students Taking Postgraduate Entrance Examination in China

Along with the expansion of higher education in China, on the one hand, academic qualifications are depreciating at an alarming rate, and on the other hand, the competition for employment is becoming more and more competitive, thus, the graduate school fever has become an emerging social phenomenon in China. In order to understand the mechanism of reproduction of this new-emergent phenomenon, this study try to focus on the aspiration of students who would take part in the postgraduate entrance examination in 2023 with different family background. With Bourdieus toolkit (habitus, capital, doxa, etc.), the aspiration can be set in the individuas lifeworld, but also help us to bring macro structure in discussion. In the study, the influence of institution, family, peer group will be discussed. The study concludes that Postgraduate Entrance Examination is similar to the college entrance examination in that it serves the function of social reproduction in society.

Complex trajectories in higher education students: online and face-to-face universities

Expansion in higher education and changes in student profiles have led to an increase in non-linear trajectories that do not fit into a time frame considered standard. However, universities continue to establish success and failure parameters relating to performance indicators that do not consider the heterogeneity of trajectories. The theoretical perspective on which we base our work is the complexity approach, which resituates what we understand as a trajectory of success (and failure), incorporating a broader view to better understand how students navigate through higher education. Based on research on university dropout and changes of trajectory, we present the results of a study carried out using sequence analysis in face-to-face and online universities. The research question on which this study focuses is whether, given the context of greater heterogeneity and complexity, there could be a greater similarity between the students’ trajectories in face-to-face and online modalities in relation to complex trajectories. The results show that complex trajectories are very present in both modalities, and differences are observed according to students’ gender and age. A key conclusion is the discussion on how we consider success and failure student trajectories in the contemporary university taking into account the perspective of complexity.

Does extending school time reduce the juvenile pregnancy rate? A longitudinal analysis of Ceará State (Brazil)

PurposeAdolescent pregnancy stands as a societal challenge, compelling young individuals to prematurely discontinue their education. Conversely, an expansion of high school education can potentially diminish rates of adolescent pregnancy, given that educational attainment stands as the foremost risk factor influencing sexual initiation, the use of contraceptive methods during initial sexual encounters and fertility. The aim of this paper is to analyze the impact of the implementation of the public educational policy introducing full-time schools (FTS) for high schools in the state of Ceará, Brazil, on early pregnancy rates.Design/methodology/approachUsing the difference-in-differences method with multiple time periods, we measured the average effect of this staggered treatment on the treated municipalities.FindingsThe main result indicates a reduction of 0.849 percentage points in the teenage pregnancy rate. Concerning dynamic effects, the establishment of FTS in treated municipalities results in a 1.183–1.953 percentage point decrease in teenage pregnancy rates, depending on the timing of exposure. We explored heterogeneous effects within socioeconomically vulnerable municipalities, yet discerned no impact on this group. Rigorous tests confirm the robustness of the results.Originality/valueThis paper aims to contribute to: (1) the consolidation of research on the subject, given the absence of such research in Brazil to the best of our knowledge; (2) the advancement and analysis of evidence-based public policy and (3) the utilization of novel longitudinal data and methodology to evaluate adolescent pregnancy rates.

Heterogeneity, selection, and the policy effect of educational expansion on college graduate earnings in China, 1981–2015

This article examines the impact of social origin on the returns to college education in the context of China’s higher education expansion since 1999. Utilizing a double-treatment setting, a marginal treatment effect framework is adopted to estimate the causal effect of college education on earnings, while a difference-in-differences methodology identifies the policy effect of educational expansion on the college premium. Analysis of data from a series of nationally representative Chinese surveys reveals that the “true” college earnings premium is rather small for the post-expansion cohort, and that much of the observed earnings gap between college and high school graduates after the expansion is due to returns to unobserved abilities. Further analysis shows that the college earnings premium after the expansion declines more for rural-origin children with schooling probabilities in the top percentiles than for their urban counterparts.

Reading Progress in Attainment of Higher Education Goals in India: Features and Characteristics

This article is an attempt at evaluating the progress in higher education attainment in India, using an innovative approach of reading such progress in terms of varying attainments by age cohorts (older to younger). In addition, characteristic differentials are accounted for in the evaluation of such progress. It reveals that group disparities tend to be lower among the younger age cohorts, and the pattern of social and gender disparities appears to be different in the rural and urban sectors. Gender disparity disappears in the youngest age cohort for the urban sector, while it remains significant in the rural sector, with a reasonable rural–urban disparity in overall progress in higher education. The urban female is perhaps the largest beneficiary of expansion in higher education, while the rural female remains most deprived and has benefitted the least.

Higher Education Expansion and Earnings Premium: A Comparative Study of Two Systems in China

Higher Education Expansion and Earnings Premium: A Comparative Study of Two Systems in China

한국의 소비불평등 요인분해에 관한 연구

Purpose: This study examines the determinants of household consumption expenditure and quantifies their contribution to within group inequality by gender of household head in South Korea.
 Research design, data, and methodology: This study first decomposes total inequality into within and between inequality by gender of household head. It also examines the association between a vector of household demographic and socioeconomic characteristics and household consumption expenditure in an attempt to identify how much inequality can be attributed to each of explanatory factors. This study empirically draws upon the recent national representative dataset, Survey of Household Finance and Living Conditions (SFLC) 2 021 c ollected b y Korea Statistical Office.
 Results: According to the present study, inequality in 2021 in South Korea was found to be mainly dominated by inequality within population sub groups. Examining the determinants of household consumption inequality, it shows that factors and their conributions are different between male and female headed households. For instance, whilst the type of job occupation of a head appears to have a large impact on inequality within male headed households, it is found to have marginal contribution compared to within female headed households (25.2% vs. 7.4%). In case of household demography, it is observed as the second largest factor increasing within inequality among female headed households (31.2%) whereas its contribution to inequality within inequality among male group was relatively small (18.6%).
 Implications: Our study suggests that target specific investigation and deep structural understanding need to be made on the different characteristics of within inequality as reflected by the different role of factors and their contributions. Amongst, the different inequality impact of higher education might reflect that the expansion of higher education had a relatively lower impact on the living stand of female group than that of its counterpart, male group. Finally, the discriminatory barriers (e.g. job occupation) against female may reduce within inequality, it could widen total inequality, worsening distribution between male and female groups.

Striking gold: navigating the education massification maze for work readiness

PurposeThis study investigates the impact of large-scale teaching in higher education on students’ preparedness for the workforce within the context of evolving labour market demands, the expansion of higher education and the application of high-impact teaching strategies. It synthesizes perspectives on employer work readiness, the challenges and opportunities of large-scale teaching and strategies for fostering a dynamic academia-industry feedback loop. This multifaceted approach ensures the relevance of curricula and graduates’ preparedness while addressing the skills gap through practical recommendations for aligning teaching methodologies with employer expectations.Design/methodology/approachThe research methodically examines the multifaceted challenges and opportunities inherent in large-scale teaching. It focuses on sustaining student engagement, maintaining educational quality, personalizing learning experiences and cultivating essential soft skills in extensive student cohorts.FindingsThis study highlights the critical role of transversal skills in work readiness. It also uncovers that despite its challenges, large-scale teaching presents unique opportunities. The diversity of large student groups mirrors modern workplace complexities, and technological tools aid in personalizing learning experiences. Approaches like peer networking, innovative teaching methods, real-world simulations and collaborative resource utilization enrich education. The importance of experiential learning for augmenting large-scale teaching in honing soft skills is emphasized.Originality/valueThis manuscript contributes to the discourse on large-scale teaching, aligning it with employer expectations and the dynamic requirements of the job market. It offers a nuanced perspective on the challenges and opportunities this educational approach presents, providing insights for crafting engaging and effective learning experiences in large cohorts. The study uniquely integrates experiential learning, co-creation in education and industry-academia feedback loops, underscoring their importance in enhancing student work readiness in large-scale teaching.

ИССЛЕДОВАНИЕ ФАКТОРОВ, ВЛИЯЮЩИХ НА ПРОФЕССИОНАЛЬНЫЙ ВЫБОР И ПРОФЕССИОНАЛЬНУЮ ИДЕНТИЧНОСТЬ СТУДЕНТОВ

With the expansion of higher education in our country, students are paying more and more attention to choosing a specialty. The choice of a specialty can affect their identification with the specialty to varying degrees, as well as their enthusiasm, learning and the effectiveness of vocational training. Therefore, this article examines the factors influencing college students’ choice of specialty and their professional identity.

Achieving Universal Higher Education in China: Characteristics, Challenges, and Future Directions

The universalization of higher education in China has undergone a remarkable transformation driven by government policies and rapid economic growth. This study explores the characteristics and future development of this educational evolution. China's journey towards universalization began with ambitious policy initiatives in 1998, aiming to expand access to higher education. Within a mere 17 years, the gross enrollment rate in higher education surged from 9.8% to an impressive 50%, surpassing the United States' 30-year path to universality. This rapid expansion, fueled by a burgeoning economy, has raised questions about educational quality and employability. New universities have played a crucial role, expanding access and optimizing the higher education structure. However, they face challenges due to their short history and limited resources. The study also emphasizes the need for a balanced regional framework and an education model aligning with sustainable development goals. China's experience in universalizing higher education provides valuable insights for global educational development. This transformation serves as a noteworthy case study, highlighting the importance of balancing quantity and quality in higher education expansion and providing lessons for educational development worldwide.

고등교육 대중화 시기, STEM 졸업자 비율이 대졸 실업률에 미치는 영향

With the expansion of higher education, it has been reported that the relative advantage of university graduates decreased. However, STEM graduates tended to be an exception, as the demand for STEM majors has gradually been increasing in the knowledge economy society where economic development is based on R&D innovation. Against this backdrop, this study aimed to explore how the proportion of STEM graduates might affect college graduate unemployment rates in major OECD countries where the enrollment rates of universities have been on the rise. Two models—a fixed-effects model and a fixed-effects two-stage model using an instrumental variable—were used to examine whether the ratio of STEM graduates affected the unemployment rates of college graduates between 2000 and 2019 for 19 OECD countries. Consequently, this research has reached the conclusion that the proportion of STEM major graduates in a country has a statistically significant adverse effect on the college graduate unemployment rate. The result based on this causal inference method can provide a policy basis for the government to support the cultivation of STEM talents considering that the supply of STEM majors has been insufficient in many countries.