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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.

International tourist hotels play important roles in the service industry and have to constantly improve their competitiveness. They need to provide their customers with consistently high service quality in order to satisfy them. The employees of the international tourist hotels are the most important links in the service delivery chain because they are in direct contact with their customers. Because employee morale affects customer satisfaction the managers of the international tourist hotels need to cultivate good relations with their internal staff. Prior research identifies many factors affecting the satisfaction of employees. While relevant literature extensively investigates job satisfaction and leadership behavior, studies of these variables in the tourism service, particularly in hotel management, are almost absent. This research concerns the correlation between the style of managerial leadership and employee's job satisfaction in the international tourist hotel industry. After literature reviewing, empirical model and hypotheses are established. The study employs the questionnaires to conduct an investigation for employees in international tourist hotels so as to collect information. This research surveys 500 employees in international tourist hotels by questionnaire. A total of 300 questionnaires were returned (73 percent). Through correlation analysis, this research discovers that employees are more satisfied under consideration-style-leadership than construction-style-leadership. After controlling for differences in salary, employees appear to prefer consideration-style-leadership. No matter what the leadership style is, employees’ job satisfaction does not relate towards their coworkers. Besides, employees have different perceptions on work, salary, and overall satisfaction depending on their education level and seniority. The findings in this research expand the knowledge of human resource management and provide some practical suggestions to managers. The study provides a mechanism by which hoteliers can obtain feedback from employees about leadership styles. Such feedback can then serve as the basis for further development of leadership theory across disciplines. This study provides a guide to the preparation of supervisor in the hotel industry as effective leaders for the dynamic environment of the future. This study also provides a basis for informing developers of leadership training programs that can lead to improved hospitality academic leadership.

Idiosyncratic jobs occur when formal job duties match the abilities or interests of a specific person. New duties can accrue or be negotiated to match an existing employee or a potential hire. Idiosyncratic jobs can help organizations deal with changing contexts, and influence organizational goals and structure. They can affect job holders’ careers and organizational job structures. The evolutionary accumulation of idiosyncratic jobs can potentially generate unplanned organizational learning. Promising research frontiers include links to work on job crafting, I-Deals, negotiated joining, and ecologies of jobs. Deeper exploration of these domains can advance core theories of job design and organizational transformation and inform normative theory on organizational use of idiosyncratic jobs without falling into cronyism, inefficiency, or injustice.

Generation A individuals with Asperger's (high-functioning autism) might increase their chance that their skills fit with job requirements (person-job fit) by considering various nonacademic and popular lists of Asperger's-friendly jobs. Asperger's “celebrity” and professor Temple Grandin's list of 51 jobs was investigated using Asperger's-related job characteristics from the US Department of Labor's O*NET job description database. Using a factor analysis resulting in six Asperger's-related job characteristics, social orientation was the only factor that significantly predicted Grandin's judgment of what is an Asperger's-related job based on a binomial logistic regression analysis. Another analysis using O*NET data showed a wide variety of jobs that were most and least associated with each of the six factors. Study limitations and future research follow the analyses.

This literature review is on advanced computer analytics, which is a major trend in the field of Human Resource Management (HRM). The authors focus specifically on computer-assisted text analysis (CATA) because text data are a prevalent yet vastly underutilized data source in organizations. The authors gathered 341 articles that use, review, or promote CATA in the management literature. This review complements existing reviews in several ways including an emphasis on CATA in the management literature, a description of the types of software and their advantages, and a unique emphasis on findings in employment. This examination of CATA relative to employment is based on 66 studies (of the 341) that bear on measuring constructs potentially relevant to hiring decisions. The authors also briefly consider the broader machine learning literature using CATA outside management (e.g., data science) to derive relevant insights for management scholars. Finally, the authors discuss the main challenges when using CATA for employment, and provide recommendations on how to manage such challenges. In all, the authors hope to demystify and encourage the use of CATA in HRM scholarship.

The relationship between work and family has long been the subject of lively debate in the political, public, and academic arena. Employers in the hospitality industry should carefully consider the work–family balance of their employees because maintaining a good balance will result in lower costs, lower sick rates, and lower staff turnover. The term “balance” refers to the way in which work interferes with life at home and how home life interferes with work. It includes both the positive and negative effects that work has on the family domain and vice versa. As research on the psychological contract approach to the employment relationship is scarce with regard to work–family interference, it became the subject of this study. The results demonstrate that psychological contract measures, in particular time commitment, can explain work–family conflict, while job content can explain work–family enrichment. In addition, the study revealed that with the appearance of gender as a moderator, different additional factors may play a role in work–family enrichment and work–family conflict. Furthermore, it revealed that family structure is not a predictor for work–family interference. This paper discusses managerial implications and offers recommendations for further research.