• Title/Summary/Keyword: future and employment

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Machine Learning Prediction of Economic Effects of Busan's Strategic Industry through Ridge Regression and Lasso Regression (릿지 회귀와 라쏘 회귀 모형에 의한 부산 전략산업의 지역경제 효과에 대한 머신러닝 예측)

  • Yi, Chae-Deug
    • Journal of Korea Port Economic Association
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    • v.37 no.1
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    • pp.197-215
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    • 2021
  • This paper analyzes the machine learning predictions of the economic effects of Busan's strategic industries on the employment and income using the Ridge Regression and Lasso Regression models with regulation terms. According to the Ridge estimation and Lasso estimation models of employment, the intelligence information service industry such as the service platform, contents, and smart finance industries and the global tourism industry such as MICE and specialized tourism are predicted to influence on the employment in order. However, the Ridge and Lasso regression model show that the future transportation machine industry does not significantly increase the employment and income since it is the primitive investment industry. The Ridge estimation models of the income show that the intelligence information service industry and global tourism industry are also predicted to influence on the income in order. According to the Lasso estimation models of income, four strategic industries such as the life care, smart maritime, the intelligence machine, and clean tech industry do not influence the income. Furthermore, the future transportation machine industry may influence the income negatively since it is the primitive investment industry. Thus, we have to select the appropriate economic objectives and priorities of industrial policies.

Career Choice and Employment Preparation Condition for EMT Students (응급구조(학)과 학생의 취업진로선택 및 취업준비 현황)

  • Park, So-Mi;Choi, Eun-Sook;Kim, Mi-Sook;Lee, Kyoung-Youl
    • The Korean Journal of Emergency Medical Services
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    • v.15 no.1
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    • pp.65-78
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    • 2011
  • Purpose : We investigated the career choice and the employment preparation of emergency medical technology (EMT) students. The results of study will provide the base information about the consciousness for career choice and employment of the EMT students. Method : We conducted 1,586 surveys from 665 students at six four-year colleges and 921 students at seven three-year colleges, from Aug. 27th to Oct. 31st in 2010. The result was analyzed by SPSS 18.0 using description statistics, t-test, ANOVA, Scheffe and Pearson correlation coefficient. Result : The general characteristics showed male 50.2% and female 49.8%, and first grade 34.6%, second grade 27.4%, third grade 28.2%, and fourth grade 9.8%. The 53.9% of students had experienced the hospital training and the 44.8% did the fire station training. For the choice of job, there were the 61.8% student who hope to enter the employ in fire station or public service, while 25.7% students hope to be employed in hospitals. The reason for a wish job were 'majors-related job' in 18.2% students, 'employment stability' in 17.2% and 'hit on the aptitude and talent' in 16.7%, 'appropriate salaries' in 15.9%. In the questionnaire of the University what to assist you for job preparation, they chose the 'support for get major related license', 'support for officer exam preparation' and 'support of foreign language study' in 34.6%, 16.8% and 16.6%, respectively. For achieved licence, they had a driver's license in 53.9%, BLS (basic life support) provider in 20.3%, life guard in 16.2% and scuba in 8.8%. The statistically significant correlation was identified between the awareness of University that provides job information and one's career awareness (r= .203, p<.000), the awareness that University provide job information and one's confidence in employment (r= .236, p<.000), and one's career awareness and one's confidence in employment (r = .356, p = .000). Conclusion : The most of EMT Students are well conscious of the their future employment and has prepared career to be employed their preference job.

An Analysis of Social Influence on University Students' Job Preferences and Entrepreneurial Intention (대학생의 취업선호도와 창업의도에 관한 사회적 영향관계 분석)

  • Kim, Yu Shin;Sung, Chang-Soo;Park, Joo Y.
    • Journal of Digital Convergence
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    • v.16 no.10
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    • pp.133-143
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    • 2018
  • The purpose of this study is to investigate the reasons for preferring employment and the social influencing factors to improve future entrepreneurial intentions. Especially, this study investigates the influence of social influences such as parents', acquaintances, and individuals' experience of start - ups and employment and entrepreneurship club experiences on career choice of students who prefer employment. For this purpose, qualitative research method was applied to students who selected entrepreneurship career course among college students who completed entrepreneurship education. The results of this study are as follows: stable income, system experience, preference for parents' employment, lack of funds and lack of knowledge on start-ups. In addition, it was found that the intention of start-up is increased according to the experience of start-up of the acquaintance among the social influences of students who prefer employment. The result of this study suggests the methodology and learning direction of entrepreneurship education which can improve entrepreneurship intention and understanding of university students. In addition, this study proposes future research related to entrepreneurship education through empirical analysis.

A Study to Train Student with Interdisciplinary Abilities through THAMS Clinic Camp (THAMS Clinic Camp 운영을 통한 융합인재 양성 방안 연구)

  • Jun, Young-sun;Seo, Taewon
    • Journal of Engineering Education Research
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    • v.18 no.6
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    • pp.80-87
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    • 2015
  • The aim of this study suggest the THAMS Clinic Camp program to train the interdisciplinary students with humanistic knowledge as well as the skills to perform the scientific and engineering works. Since the future of society is required students with the ability to elicit an emotional empathy, THAMS Clinic Camp program has been planed and performed from year 2012 based on the comprehensive liberal learning. The average employment rate over the past three years of the students who participated in THAMS Clinic Camp program showed 7% better than the overall average employment rate of Andong National University. The another visible educational outcomes of the THAMS Clinic Camp program are following; i) To take place the conversion of recognition for the interdisciplinary activity by breaking down the walls between fragmented disciplines to students and ii) To provide the opportunity that students will understand the past and refocus the current to have the idea to plan for the future in the right direction.

Investigation of the Clinical Pathology Department Student Satisfaction and Their Recognition of Employment in Gwangju-Jeonnam Province (광주·전남 임상병리과 재학생의 학과만족도 및 취업에 대한 의식도 조사)

  • Hwang, Goo-Yeon;Cho, Young-Kuk
    • Korean Journal of Clinical Laboratory Science
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    • v.42 no.1
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    • pp.55-61
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    • 2010
  • This investigation has been carried out for the purpose of the examination of current Gwangju and Jeonnam clinical pathology students' recognition of their departments and of effective employment guidance. Furthermore, it has examined the students' recognition on two sides; namely, their satisfaction with their own departments and their recognition of the employment of medical technologists. This investigation, with 389 students as its subjects from the clinical pathology departments at 4 universities in the Gwangju-Jeonnam Region, has compared and analyzed the data from the survey with a questionnaire from November 2008 to June 2009 by using the SPSS 12.0 package. Some of the remarkable results from the yielded data are as follows. As for the motivation for their application to the clinical pathology departments, the investigation of the students' satisfaction with their departments has revealed that 47.5% of the subjects indicated recommendation from friends or acquaintances while 22.1% reported that they had been informed of the departments through Internet. 70.4% of the subjects graduated from general high schools, 22.3% from commercial high schools, and 6.2% from technical high schools. Applicants from general high schools tend to decrease in number every year. 28.5% of the students judged professor's capability of lecture as an important part of their acquisition of licenses, and more than 65.6% of the subjects acknowledged the necessity of their self-study at night for the acquisition of license. As for the future prospect of the occupation of clinical technologist, 46.8% of the students replied that it was promising, while 39.1% reported that they had no ideas. From this we can confirm that the students of clinical pathology lacked a viewpoint of occupation and goals for future jobs. The investigation of the students'recognition of the employment of clinical technologists has revealed that 47.8% of them wanted to be employed in the Seoul-Gyeonggi Region due to the properties of their local universities, 29.0% of themlogpecteties of monesly salary to be 1,200,000~1,300,000 won, while 22.4% 1,300,000~1,400,000 won. These fiemres indicated that these students' salary ogpectations were relativplo lower than those from cities ertiprovinces. As for the greatest difficulty after employment, 31.1% of the subjects indicated the confliction among employees from variouatiolleges, 27.3% uncertainty of duties related to es of major, 24.9% bmrdens of self-development.

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Understanding and Utilization of NCS on International Trade Major in University Education (무역학전공 관련 NCS의 이해와 활용에 관한 연구)

  • KIM, Jae-Seong;PARK, Se-Hun
    • THE INTERNATIONAL COMMERCE & LAW REVIEW
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    • v.69
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    • pp.721-740
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    • 2016
  • Recently Korea has stepped into a stage of sluggish development, and the unemployment of young people has become a major issue. Especially in 1998 IMF economic shock was influential in formulating government policy and social economic structure on employment. Restructuring now becomes everyday words and further restructuring is already under way. Owing to the growing economic crisis and resultant unemployment and initial appointment shall be considered conditional. Young job seekers are grappling with mastering their native language and unnecessary experiences. These unnecessary experiences are needless waste of time and money. Educational system in university may be affected by environmental changes in population of students and business crisis. Sometimes the departments made a very low rate of employment may be abolished or merged in university. The government will demand us in the work of reform by doing NCS. The government is now ask to teach, train and employ students on the basis of NCS especially in high-school, job training center, and college and university. NCS has advantages and disadvantages. NCS may reduce waste of time and money to make unnecessary experiences, provide standard course to prepare educational system. It will be a big help to adapt properly and make better employment system. The most negative element of the program is application to humanities and social sciences by the same standard with technology and engineering department in the university. Standardization of each educational course will not react quickly to rapidly changing situations in the future.

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Requirements in the Overseas Employment and Domestic Connected Education for Radiological Technologists : Refers to Students Enrolled in the Department of Radiation (방사선사 해외취업 및 국내 연계교육에 대한 요구도 : 방사선과 재학생을 중심으로)

  • Han, Eun-Ok;Kim, Boo-Soon
    • Journal of radiological science and technology
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    • v.31 no.2
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    • pp.191-198
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    • 2008
  • This study investigated the realities of information acquirements and its requirements in the overseas employment and domestic connected education for students at the department of radiation in order to provide basic information for developing the standard educational curriculum for future internationalization in the education of radiation and presenting its direction. The investigation implemented in this study was performed through a questionnaire with 688 students enrolled in the department of radiation. The conclusion of the investigation is summarized as follows : The answers for the question of 'No acquirements in the information of the overseas employment and connected education for radiological technologists' were 487 students (70.8%), and the reason that 'There are no chances in related education' was the highest rate, 424 students (61.6%), of the answers. In the education for the overseas employment, the answers for the question of 'Select a connected education program in school instead of study abroad' were the highest rate, 436 students (63.4%). The most concerned country for the overseas employment was 'Australia', 247 students (35.9%). As a result, answers for the interest, participation, need, and hope for the overseas employment showed high rates even though they demonstrated a low recognition level in the overseas employment. In addition, it is necessary to strategically plan an education program for this issue because all participants agree with the current stream.

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Trends in Private After-School Lessons for Preschoolers and Elementary School Children as a Function of Children's Age, Socioeconomic Status, and Mothers' Employment Status (아동의 연령, 가정의 사회경제적 수준 및 어머니의 취업 여부에 따른 유아기 및 학령기 아동 대상 사교육의 실태)

  • Doh, Hyun-Sim;Park, Bo-Kyung;Kim, Soo-Jin;Cho, Sook-In
    • Korean Journal of Child Studies
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    • v.30 no.4
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    • pp.135-153
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    • 2009
  • This study examined trends in private after-school lessons for preschoolers and elementary school children as a function of demographic characteristics such as children's age, socioeconomic status, and mothers' employment status. One thousand and sixty-three mothers completed questionnaires on demographic characteristics and their children's participation in private after-school lessons. Data were analyzed by chi-square, one-way ANOVA, t-test, and multiple regression analyses. Results demonstrated that older children and children from higher income and full-time homemaker families attended more private lessons. Age of children was the most influential variable among the demographic characteristics; that is, older children had more after-school lessons. Recommendations for future research are to focus on possible negative effects of excessive private lessons on children's socio-emotional development.

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The Impact of COVID-19 on Jobs in Korea: Does Contact-intensiveness Matter?

  • AUM, SANGMIN
    • KDI Journal of Economic Policy
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    • v.44 no.2
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    • pp.1-28
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    • 2022
  • This paper studies how COVID-19 has affected the labor market in Korea through a general equilibrium model with multiple industries and occupations. In the model, workers are allocated to one of many occupations in an industry, and industrial or occupational shocks alter the employment structure. I calibrate the model with Korean data and identify industrial and occupational shocks, referred to here as COVID-19 shocks, behind the employment dynamics in 2020 and 2021. I find that COVID-19 shocks are more severe for those with jobs with a higher risk of infection and in those that are more difficult to do from home. Interestingly, the relationship between COVID-19 shocks and infection risk weakened as the pandemic progressed, whereas the relationship between COVID-19 shocks and easiness of work-from-home strengthened. I interpret the results as meaning that the pandemic may direct future technological changes to replace tasks that require contact-intensive steps, and I simulate the impact of such technological changes through the lens of the model. The results show that such technological changes will lower the demand for manual workers compared to the demands for other occupations. This contrasts with the earlier trend of job polarization, where manual workers continued to increase their employment share, with the share of routine workers secularly declining at the same time.

A Study Analyzing the Effectiveness of a Prospective Librarian Mentorship Program (예비사서 멘토링 프로그램 운영사례 및 효과분석연구)

  • Noh, Younghee
    • Journal of Korean Library and Information Science Society
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    • v.45 no.1
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    • pp.51-79
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    • 2014
  • This study operated a mentoring program for future librarians and analyzed its effectiveness. As a result, first, the final goals of mentees were much more focused and specific in comparison with their initial goals, and the types of objectives they set for themselves became more in depth and subdivided. Second, the employment performance of the mentoring program was measured by comparing with the employment rate of students who had not participated in mentoring programs, and found that the employment rate of students scheduled to graduate who participated in the mentoring program was 83.33%, which is very high. Third, we compared the mentoring semester grades with the grades before mentoring; students' average score was 3.75 before mentoring, while after mentoring their average score improved slightly to 3.84. However, it was revealed that improvement is necessary in terms of mentoring period length and amount of supervision.