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Purpose of This Chapter: This research aims to study the need for more age of qualified talent. The evolving corporate needs, education, and curriculum require urgent reform. Current university methods do not align with corporate demands due to outdated content and ineffective pedagogy.

Design / Methodology / Approach: Drawing on established research, this study delves into 7 prominent training strategies across 14 sectors. A survey of 53 HR professionals and managers forms the basis for employing the non-linear best–worst method (BWM) and the Fuzzy BWM to discern the most effective training and development (T&D) modules. This comprehensive methodology ensures a nuanced analysis of T&D practices and insights for businesses seeking to align with Industry 5.0 demands.

Findings: On-the-job training emerges as the most impactful method, followed by case studies, interactive group learning, and more. These methods enhance employee skills in Industry 5.0.

Research Limitations: Limited by a small sample, future research should expand participant diversity for robustness.

Practical Implications: The study holds significance for bridging the skill gap between academic institutions and Industry 5.0. Aligning strategies with industry needs reduces skill disparities, fuels growth, and addresses employability. The study’s impact extends to society, lowering unemployment and shaping a resilient, adaptable workforce for Industry 5.0.

Originality: This innovative research examines decision-making for implementing T&D strategies in the emergence of Industry 5.0, aligning with a human-centric approach to business transformation.

This chapter focuses on Swedish university students studying entrepreneurship and establishing new firms. It is well known that the establishment of new firms is important for economic growth, innovation and job creation. For quite some time, public debate and policy initiatives, as well as research, have focused on how to improve growth of new firms. More than 30 years of entrepreneurship research reveal, however, that differences in personality traits provide little explanation of why some entrepreneurs are more successful than others. Instead, it is suggested that it is the behaviour of individuals that make them entrepreneurial, and that this behaviour is influenced by experience and learning (Gustafsson, 2004; Politis, 2005). The question is thus whether entrepreneurship education will influence the entrepreneurial behaviour of students.

This study had the following general goals: (a) map some of the political and social factors that prompted the establishment of two-year Technological Universities in Mexico; (b) describe the main features of the model and how it differs from other models; (c) discuss Neoliberal Human Capital Theory as one of the main theoretical backdrop for expanding this kind of institutions; and finally (d) assess the model's strengths and weaknesses. To accomplish these goals, the study drew data from existing policies and from a set of six interviews to human resources directors in Monterrey area, Northern Mexico. These recruiters belonged to the most important areas of production and services in the region. Findings show that graduates with two-year degrees have higher chances of getting hired. Thus, poor students may have better opportunities, one of the basic purposes of this type of degree. However, data evidenced some level of negative stratification for key positions that goes against general belief of continuous improvements for people with diplomas. Also, some of the Human Capital Theory's central assumptions seemed to be challenged by the way jobs develop in Mexico. In addition, the Mexican Technological University System faces several challenges and competition with existing forms of tertiary institutions. This chapter is a significant contribution for policymakers who need to understand what employers expect from the Technological University and its graduates. Policy alternatives are discussed.

Purpose – The purpose of this chapter is to provide an introductory exploration of how the modern Master of Library and Information Science (MLIS) may contribute to the effect of imposter phenomenon (IP) in graduate students and early career librarians and to offer solutions to mitigate the effect.

Design/Methodology/Approach – Six university American Library Association-accredited library master’s programs in North America were identified and compared based on publicly available information on program websites. The authors pose questions about the modern MLIS and identify potential solutions to the issues raised about IP in graduate school and the workplace. Ideas in the chapter are supported by best practices suggested by academic literature on organizational behavior and Library and Information Studies (LIS) scholarship as well as invaluable personal reflections found on blogs and other gray literature sources.

Findings – The modern MLIS produces graduates who can vary greatly in their knowledge of LIS topics and career preparedness. MLIS programs and employers can mitigate the effects of nervousness, burn out, and isolation for high-achieving individuals through career preparedness and continuing education courses and opportunities for positive onboarding and mentorship.

Originality/Value – To date, there is a gap in the LIS literature about IP, especially the connection between the modern MLIS and IP. This chapter provides an exploratory look and asks questions to further the conversation on this topic.

The study's objective was to address the factors impacting the employability attributes of fresh graduates in the Kingdom of Bahrain while considering the various challenges. This study used a quantitative approach which employed the questionnaire tool, and data were collected by using a convenience sampling method. The study sample comprised n = 385 respondents from different industries, including manufacturing, banking and finance, hospitality, healthcare, oil and gas, and real estate sectors of Bahrain. Data gathered from questionnaire were analyzed using Statistical Package for the Social Sciences (SPSS), where descriptive and inferential statistics was used to analyze the data. The results of the study showed for the major Hypothesis 1 that the demographic variables have no significant statistical impact on employment attributes of the new fresh graduates. Moreover, findings suggest that null hypothesis for major Hypothesis 2 has been rejected as applied academic skills and critical thinking skills have no significant impact on employability attribute of fresh graduates in the Kingdom of Bahrain. Null hypothesis for major Hypothesis 3 has been accepted as findings suggest that technology use skills (β ₁ = 0.080), system thinking skills (β ₂ = 0.210), communication skills (β ₃ = 0.402), and information skills (β ₄ = −0.100) which are an antecedent of workplace skills, have significant statistical impact on employability attribute of fresh graduates in Kingdom of Bahrain. Lastly, null hypothesis for major Hypothesis 4 has been accepted as findings suggest that interpersonal skills (β ₅ = 0.229) which are an antecedent of effective relationship have significant statistical impact on employability attribute of fresh graduates in the Kingdom of Bahrain.

Purpose: Students’ transition from education to employment is influenced by factors like the length and calibre of their education, demography, labour market conditions, and the general state of the economy. Regardless of the economy, education systems should seek to ensure that students have the skills required for the labour market. This will help them better transition from school to work. This study examines the work skills that companies require for entry-level positions in Romania.

Need for Study: Previously, text analysis studies treated the job market only for the IT industry in Romania. To understand the demand-side opportunities and restrictions, assessing the employment opportunities for young people in the Romanian labour market is necessary.

Methodology: A text mining approach from 842 unstructured data of the existing job positions in October 2022 for fresh graduates or students is used in this chapter. The study uses data from LinkedIn job descriptions in the Romanian job market. The methodology involved is focused on text retrieval, text-pre-processing, word cloud analysis, network analysis, and topic modelling.

Findings: The empirical findings revealed that the most common words in job descriptions are experience, team, work, skills, development, knowledge, support, data, business, and software. The correlation network revealed that the most correlated pairs of words are gender–sexual–race–religion–origin–diversity–age–identity–orientation–colour–equal–marital.

Practical Implications: This study looked at the job market and used text analytics to extract a space of skill and qualification dimensions from job announcements relevant to the Romanian employment market instead of depending on subjective knowledge.

Increased emphasis on offering quality education underscores the need for developing a rigorous process for assessing academic programs in higher education. In this chapter, we develop a practical and rigorous framework for comprehensive assessment of academic programs. This framework generates in-depth communication between the academic departments and the university administration. It provides a useful tool for advancing the university mission, setting priorities, allocating resources, and identifying future areas of potential growth. This data-driven framework covers a wide range of qualitative and quantitative variables. To ensure a smooth and efficient implementation of the assessment process we present the critical stages in the development of a successful program assessment framework − from determining the assessment criteria, establishing the organizational climate, appointing the assessment committee, preparing program self-studies, to collecting and analyzing data. We present real examples from the author’s home institution to illustrate and support the reader’s understanding of the framework.

In this chapter, the interplay between the development of the discipline, the development of the field of study, and the emergence of professional fields is examined using the example of mathematics. In connection with the formation of the modern research university, mathematics has emerged as an independent scientific discipline and as an independent field of study. In the process, mathematics attains a high degree of formalization and internal coherence. This is the basis for the penetration of mathematicians into more and more professional fields, even outside science. Real problems or real facts are reduced to aspects that are amenable to mathematical modeling by treating them as quantifiable parameters. As mathematics expands as a field of study, more and more professional sectors become applications of mathematical models. As a consequence, more mathematical fields of study are differentiating themselves, specializing in these application fields. This chapter analyzes this dynamic and its preconditions.

Accounting doctoral programs have been ranked in the past based on publishing productivity and graduate placement. This chapter provides descriptions of accounting doctoral programs on a wider range of characteristics. These results may be particularly useful to doctoral applicants as well as to doctoral program directors, accreditation bodies, and search committees looking to differentiate or benchmark programs. They also provide insight into the current shortage of accounting doctoral graduates and future areas of research.

Doctoral programs can be differentiated on more variables than just research productivity and initial placement. Doctoral programs vary widely with respect to the following characteristics: the rate at which doctorates are conferred on women and minorities, the placement of graduates according to Carnegie classification, AACSB accreditation, the highest degree awarded by employing institution (bachelors, masters, doctorate), the extent to which graduates leave the USA, work in industry, are appointed to administrative positions, and hold endowed positions.

The following is an introductory profile of the fastest growing firms over the three-year period of the study listed by corporate reputation ranking order. The business activities in which the firms are engaged are outlined to provide background information for the reader.