• Title/Summary/Keyword: Employment

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A Study on the Integrated System of the Hotel Employment Management and the Determinants of the Employment (호텔종사원의 통합적 채용관리 시스템과 채용결정요인에 대한 연구 - 채용 전문가와 지원자 간의 차이분석 -)

  • Kim, U-Jin
    • Journal of Applied Tourism Food and Beverage Management and Research
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    • v.17 no.2
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    • pp.61-94
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    • 2006
  • This study analyzes the integrated system of the hotel employment management and the differences between the persons of employment concerning and the applicants about the importance of the determinants of the employment around the five-star hotels in Seoul. Firstly, the integrated strategies are presented by 3 stages such as recruiting, selection and placement. And then the 15 determinants of the employment are derived to analyze the perceptional differences between the persons of employment concerning and the applicants about the important determinants and to present the reasons and strategical implications. The results of this study indicates that the strategy to make him/her aware of sufficient information about the hotel and job through the proper balancing demand and supply and the industry-university cooperation program order to maintain and utilize the human resource to be aligned with the business performance of the hotel.

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Explainable Software Employment Model Development of University Graduates using Boosting Machine Learning and SHAP (부스팅 기계 학습과 SHAP를 이용한 설명 가능한 소프트웨어 분야 대졸자 취업 모델 개발)

  • Kwon Joonhee;Kim Sungrim
    • Journal of Korea Society of Digital Industry and Information Management
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    • v.19 no.3
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    • pp.177-192
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    • 2023
  • The employment rate of university graduates has been decreasing significantly recently. With the advent of the Fourth Industrial Revolution, the demand for software employment has increased. It is necessary to analyze the factors for software employment of university graduates. This paper proposes explainable software employment model of university graduates using machine learning and explainable AI. The Graduates Occupational Mobility Survey(GOMS) provided by the Korea Employment Information Service is used. The employment model uses boosting machine learning. Then, performance evaluation is performed with four algorithms of boosting model. Moreover, it explains the factors affecting the employment using SHAP. The results indicates that the top 3 factors are major, employment goal setting semester, and vocational education and training.

A Survey of the Actual Condition for Consciousness of Employment in College Students of Health Science (보건계열 대학생의 취업의식에 관한 실태조사)

  • Han, Yang-Keum;Yu, Ji-Su
    • Journal of dental hygiene science
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    • v.10 no.1
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    • pp.31-38
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    • 2010
  • With the change into knowledge-based society and infinite competition, sharp employment competition causes anxiety about their own future among college students going into society, consequently making their employment one of the greatest social problems. As schemes of improving the employment rate for seniors at the department of health science, department professors are required to reinforce employment-related interviews as a provider of information about employment and colleges need to set and implement a specific support plan, for example, by encouraging trips for employment guidance at diverse regions. As an effort for qualitative improvement, colleges are required to develop an employment-based curriculum and support basic employment preparations and academic advisers need to serve as a guide specializing in employment as well as an employment-related information provider.

The Development and Validity of a Scale to Evaluate Maternal Beliefs Regarding Employment (취업신념 측정척도 개발과 타당화 연구)

  • Shon, Kyeng-Hwa;Cho, Bok-Hee
    • Journal of the Korean Home Economics Association
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    • v.47 no.2
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    • pp.69-79
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    • 2009
  • This study was conducted to develop a scale to evaluate maternal beliefs regarding employment and to demonstrate its validity. The subjects in the study included 225 mothers in Suncheon who had children under the age of 5. Initially, the definitions of beliefs associated with employment presented in previous studies were examined, after which the existing scale, Beliefs about the Consequence Maternal Employment for Young Children (BACMEC), was modified based the advice of three experts in child study. Next, 35 mothers who had preschool children were interviewed to assess their views on the positive and negative aspects of maternal employment. After excluding overlapping contents, a scale composed of 50 questions (24questions adapted from questions on the BACMEC and 26 created based on the results of the interview) was generated. Based on the result of factor and regression analysis, 27 (15questions regarding positive aspects of employment and 12 regarding negative aspects of employment) of the 50 questions were selected for use as the new scale. Reliability analysis showed satisfactory results (Cronbach's $\alpha$ = .89-.92). In conclusion, it is hoped that the scale for maternal beliefs in employment developed in this study will be used as a useful measurement tool in future studies conducted to evaluate maternal employment.

Analysis of Industry Growth and Employment Effect in the Korean Manufacturing Sector by Regions (제조업종의 지역별 산업성장 및 고용효과 분석)

  • Koo, Hoonyoung;Min, Daiki
    • Korean Management Science Review
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    • v.34 no.1
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    • pp.15-25
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    • 2017
  • We evaluated industry growth and employment effects of every possible pairs of 22 manufacturing sectors and 16 regions (i.e, 352 region-sectors). We used annual data of manufacturing sectors from 2008 to 2014 for the evaluation. The evaluation comprises of two steps; We first find several region-sectors that outperform others with respect to the effects of industry growth and employment, which are measured by location quotient analysis, shift share method, employment to GDP ratio and employment elasticity. In addition, cross-efficiency analysis follows to classify region-sector pairs into two sub-categories : efficient region-sectors that deserve to hold the current level of investments and inefficient region-sectors where we should consider efficiency improvements. To examine the efficiency, R&D investment, employment size, and capital investment were used as input factors and production volume, added value, changes in employment size, changes in annual salary per capita were used as output factors. For region-sector pairs that have outstanding growth and employment effects but are inefficient, we employed a CCR DEA model and analyzed how much to adjust the values of input and output factors to improve the efficiency scores. The analysis results showed that inefficiency is mainly due to several factors such as R&D investment, changes in employment size and changes in annual salary per capita.

The Precariousness Employment in the Eurasian Economic Space: Measurement Problems, Factors and Main Forms of Development

  • Kaliyeva, Saule A.;Alzhanova, Farida G.;Meldakhanova, Marziya K.;Sadykov, Ilyas М.;Adilkhanov, Murat А.
    • The Journal of Asian Finance, Economics and Business
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    • v.5 no.3
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    • pp.157-167
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    • 2018
  • This research aims to generalize the conceptual basis of precariousness of employment, study the factors and scale of unsustainable of employment in the countries of the Eurasian Economic Union (EAEU). The concept of precariousness of employment is formed in social and economic studies about 40 years ago, but objective and subjective conditions and forms of unsustainable employment existed before. This study proposes a classification of forms of precariousness of employment on 16 criteria: the duration and timing of agreements, contract terms, the nature of income; the degree of labor autonomy; the level of formality; the level of openness; the level of vulnerability; the conditions of growth of qualification; the level of flexibility; the level of stability; regularity; the severity of the danger of work; in relation to the workplace; the quality of employment, the level of social security. In this research highlighted factors (globalization, demography, migration, structure factors, shadow and informal economy, social development and living standards, unemployment), and systematized certain trends of precariousness of employment, channels and means, forms of manifestation. The empirical analysis identified of the labor potential of the Eurasian countries and new quantitative estimates of the levels of unsustainable employment in the Eurasian Economic Space.

The Impacts of Changes in Elderly Employment on Youth Employment in Korea: Evidences from an Establishment-level Panel Data (고연령층 고용변동이 청년층 고용에 미치는 효과: 사업체패널 자료를 이용한 분석)

  • Kim, Joon-Young
    • Journal of Labour Economics
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    • v.34 no.1
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    • pp.71-101
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    • 2011
  • Using an establishment-level panel data drawn from the employment insurance administrative DB, this study investigates the relationship between elderly and youth employment in Korea. The primary focus of interest is whether or not the ageing of workforce and an increase in elderly employment have negative impacts on youth employment. In the regression using the full sample, we find the evidence that a movement in elderly employment and ageing workforce are positively related to youth employment. However, we do not find consistent evidence of the positive impact of the elderly employment on youth employment in the estimations using sub-samples divided by various criteria.

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The Effects of Maternal Employment History, Achievement Motivation, and Gender Egalitarianism in Job on University Students' Negative Beliefs about the Consequences of Maternal Employment (대학생의 어머니 취업력, 성취동기와 직업 양성평등의식이 어머니 취업에 대한 부정적 신념에 미치는 영향)

  • Sung, Mi-Young;Kwon, Hee-Kyung;Chang, Young-Eun
    • Journal of the Korean Home Economics Association
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    • v.48 no.3
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    • pp.115-124
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    • 2010
  • The purpose of the present study was to investigate the effects maternal employment history, achievement motivation and gender egalitarianism in job on university students' negative beliefs about the consequences of maternal employment. A total of 338 university students in Seoul, Kyungki, and Kyungnam area, provided information for the study. Analyses results showed that male students had higher level of negative beliefs about the consequences of maternal employment and achievement motivation and lower level of gender egalitarianism in job than female students did. Mothers' history of employment during the student's middle and high school period and higher job egalitarianism predicted lower negative beliefs about maternal employment. As male and female students were compared, male students with history of mothers' employment, lower level of achievement motivation and higher level of gender egalitarianism showed low level of negative beliefs about maternal employment. For female students, mothers' employment significantly predicted their beliefs about negative consequences of maternal employment.

The Influence of Self-Efficacy and Self-Esteem of the College Students on Employment Anxiety: Focus on the Moderating Effect of Academic Stress (대학생의 자기효능감과 자존감이 취업 불안감에 미치는 영향: 학업스트레스의 조절효과를 중심으로)

  • Jang, Jun-Ho;Jin, Chun-Hua
    • Asia-Pacific Journal of Business
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    • v.10 no.2
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    • pp.99-116
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    • 2019
  • In this study, we examined the effects of self-efficacy and self-esteem on employment anxiety based on existing prior study and verified the moderating effect of academic stress between self-efficacy and employment anxiety, and moderating effect of academic stress between self-esteem and employment anxiety and the analysis result are as follows. The first result shows that self-efficacy and self-esteem negatively affect employment anxiety. Second, academic stress has not played a role of moderating in the relationship between self-efficacy and employment anxiety. As academic stress increases, employment anxiety increases. However, the regression analysis results confirmed that the academic stress can be an independent variable that explains employment anxiety. Finally, academic stress plays a role of moderating in the relationship between self-esteem and employment anxiety. This means that students with relatively high self-esteem are less likely to have employment anxiety than those who do not, and that increasing academic stress increases the employment anxiety of college students.

Effect of Employment Stress on Cosmetology Students Occupation Decision and Job Hunting Behavior (미용 전공 대학생의 취업스트레스가 진로결정 및 취업준비행동에 미치는 영향)

  • Moon, So-hee;Kong, Cha-Sook
    • Fashion & Textile Research Journal
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    • v.24 no.3
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    • pp.325-332
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    • 2022
  • The purpose of this study is to provide basic data for career guidance to cosmetology students by examining the effects of job stress on career decisions and job preparation behaviors. Overall 214 parts were empirically analyzed as final samples. Collected data and statistical processing are based on SPSS ver. Analysis was performed using the 21.0 program. An analysis of the effect of job stress on career decision showed that employment anxiety (β= .206, p<.05), job anxiety(β=.824, p<.05), and anxiety in career search(β=.118, p<.05) showed a statistically significant effect(+). However, employment concerns(β=-.312, p<.001) in career determination and employment concerns(β=-.223, p<.01) in career search are statistically significant parts(-). An analysis of the effect of employment stress on employment preparation behavior found that employment anxiety(β=.364, p<.05) has a statistically significant effect(+) on information use preparation, It was found that the statistically significant part(-) affects employment anxiety(β=-.188, p<.01). The study found that the more anxious cosmetology students are about employment, the more they plan and explore career options, and make information-based preparations for employment. Through this research, we hope that there will be lively discussions among cosmetology students on career adaptability, life satisfaction, and employment anxiety.