• The Journal of the Convergence on Culture Technology
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• v.9 no.6
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• pp.131-136
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• 2023

Local youth outmigration is increasingly growing. Various studies are being conducted to identify the factors contributing to this problem, but there is a lack of research analyzing each region individually. Therefore, this study aims to analyze the factors influencing youth outmigration in Busan and predict the risk levels of youth population outflow using machine learning techniques. By utilizing district-level data collected from the KOSIS, we divided the population into three groups based on age (the early 20s, late 20s, and early 30s) and employed Decision Tree and Random Forest algorithms to classify and predict the risk levels of youth population outmigration. The results indicate that the predictive model for youth outmigration risk levels achieves the highest accuracies of 0.93, 0.75, and 0.63 for each age group, respectively.

• Asia-Pacific Journal of Business
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• v.15 no.1
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• pp.87-98
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• 2024

Purpose - The purpose of this research is to explore the determinants of marriage intention for Korean youth. Because Korean society is under the population decline, inspecting influential attributes become worthy. Design/methodology/approach - This study employed Korean Youth panel data. The determinants of marriage intention include subjective health, leisure time, Schwabe index, culture recreation ratio, and Engel coefficient. This study performed binary logistic regression to test the hypotheses. Findings - The results indicate that subjective health and leisure time positively impact on the likelihood of marriage intention. However, culture recreation ratio and Engel coefficient negatively affect the likelihood of marriage intention. Schwabe index exerts no significant effect on marriage intention. Research implications or Originality - The results could become useful information to build policy to solve the population decline problem

• Proceedings of the Korean Operations and Management Science Society Conference
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• 2001.10a
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• pp.346-349
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• 2001

As intensifying competition alters the dynamics of the wireless industry and carriers begin to tap out traditional subscribers-business users and early adopters-wireless operators have come under pressure to begin expanding their target subscriber base. While alternative market segments such as youths, senior citizens, and lower-income or credit-challenged customers often offer less compelling fundamentals (i.e., lower average revenue per user and higher churn rates), carriers, in their race to increase market share, can no longer overlook these potential market segments. In particular, the youth market is a very appealing market segment for carriers to focus on for several reasons. Carriers in many parts of the world have already begun recognizing the compelling advantages of concentrating on youths and teens. This paper will examine the dynamics of the youth/teen population and what attributes make this group an appealing market for wireless carriers. In addition, it will take a look at new emerging technologies that may help carriers attract the youth market especially mobile data, entertainment applications, and wireless messaging. This paper also studies the sensation that carriers in Europe and Japan are achieving with the youth population and suggests how carriers in Korea can emulate that success.

• Economic Analysis
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• v.25 no.4
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• pp.58-108
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• 2019

This paper analyzes the determining factors in the unemployment rate among young people in their 20s by studying data from 30 OECD countries between 2000 and 2017. It identifies reasons why Korea has a higher youth unemployment rate than Japan, and assesses what implications Japan's youth unemployment measures could have on Korea. The study highlights the variables that have meaningful impacts on youth unemployment. They include the unemployment rate among the working-age population, the percentage of each age bracket in the overall population, the GDP growth rate, the percentage of wage laborers in each age group, the percentage of elderly people, and the percentage of part-time workers. This paper also finds that a decline in the youth population, especially among people in their 20s, does not help to address the issue of youth unemployment. Secondly, this paper explains the additional factors behind Korea's higher youth unemployment rates. One is Korea's disadvantageous employment environment, compared to that in Japan, in terms of wage earnings. Other factors include the existence of fewer decent corporate jobs than in Japan, and wide disparities in wages between large and small corporate jobs. Therefore, while making efforts to resolve long-term and structural problems, it is necessary to actively promote policy measures to solve short-term mismatch problems of youth employment by referring to Japanese policy examples.

• Journal of Engineering Education Research
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• v.17 no.6
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• pp.30-45
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• 2014

Using the data of Economically Active Population Survey and GOMS, we analyze youth employee's labor mobility. We found the causes of the youth employee's labor mobility as follows: work environment, salary, enterprise's vision, job satisfaction, job mismatching, organizational culture, mismatching of work and housing and so on. On the basis of results, we proposed a step by step solutions. The resulting policy implication is that rather than raising job finding rate of the unemployed youths, we need to focus more on reducing job mismatching.

• Asian Journal for Public Opinion Research
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• v.5 no.3
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• pp.204-227
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• 2018

This paper seeks to interrogate the very assumption of "sociality" in social media at a conceptual level and substantiate it with the help of information collected on aged people's use of conventional media $vis-{\grave{a}}-vis$ so called "social media" from the field work. Although global literature has written the obituary of mass media and promoted the "sociality" of social media, one needs to critically engage with such statement. Such statements have been an outcome of the established status of the "post broadcast" model of media where conventional media is in existence for some time and accessible to everyone in society. Further, this paper seeks to explore the interplay of new media in the life of the aged population in select areas of Kolkata city in the state of West Bengal, India. There are few studies on the ageing population's use of new media in the Indian context. While many of the studies reveal the new media literacy among the youth, this is unimportant as both the new media and the youth are relatively young as a field of research in media studies in India. What is missed in the earlier studies is, how new media plays an important function in the life of the aged population. How do older adults engage with the skilling and deskilling process of media literacy in their everyday life? And finally, do new media provide an extension to their on-going social relations? With the help of substantive details, the present study addresses the aforementioned queries.

• Journal of Agricultural Extension & Community Development
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• v.14 no.1
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• pp.149-170
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• 2007

The purposes of this study were to analyze the effect of service quality on tourist satisfaction and to determine the causes and effects relationship of the tourist satisfaction on rural experiential tourism for youth. The researchers developed a questionnaires to obtain the measures of two latent variables; service quality, satisfaction. Service quality was consisted of 4 sub－domains namely program, physical environment, interaction and achievement. Tourist satisfaction were measured by 4 question items respectively. The population of this study was 424 student participants who attended rural experiential tour conducted by Korea 4－H Association. Based on the conclusion of this study, the following recommendation were suggested to enhance participation on rural experiential tourism for youth: First, since the achievement was the important factor of the tourism, effective program should be emphasized for the successful rural experiential tourism for youth. Second, youth should be encouraged to have more opportunities to participate in rural tourism because of the high educational effects and satisfaction on rural experiential tourism.

• The Korean Journal of Emergency Medical Services
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• v.18 no.3
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• pp.37-51
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• 2014

Purpose: This study aimed to evaluate the educational experience, re-demand, pre-post self-efficacy, subjective social contribution of disadvantaged youth after first-aid and cardiopulmonary resuscitation (CPR) education. Methods: The subjects in this study were 967 disadvantaged youth from the general population. Data analyzed were frequency, percentage, and results of the $x^2=test$, t = test, one-way analysis of variance, and Pearson correlation by using the SPSS 18.0 statistical program. Results: Of the subjects, 51.7% had educational experiences, mostly less than 1 year. First-aid and CPR education improved self-efficacy. In particular, a higher the self-efficacy resulted in a higher subjective social contribution. Conclusion: This study showed that first aid and CPR education positively affected the self-efficacy, and awareness of social contribution in disadvantaged youth. Therefore, appropriate first aid and CPR education program for disadvantaged youth is beneficial.

• The Journal of Korean Institute for Practical Engineering Education
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• v.4 no.1
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• pp.93-98
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• 2012

The ratio of youth unemployment is very high compared to that of total unemployment in Korea. The youth unemployment is especially severe problem because of hindering the accumulation of human capital which is an economic growth driving factor, and switching the youth to economically inactive population rapidly. So Korea government has tried to perform various polices to solve the youth unemployment. In this paper, the states and the characteristics of the company oriented education program among the countermeasure of youth unemployment in Korea, including Job Experience Program of the Youth, Youth Job System, Youth Internship System and Contract Based Department Program are investigated. And the problems of the company oriented education program are analyzed and an improved education program(M-to-M Model) is proposed.

• Asian Pacific Journal of Cancer Prevention
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• v.16 no.17
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• pp.7535-7540
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• 2015

Background: Early initiation of smoking and chewing of diverse forms of tobacco among youth in India is a significant driver for tobacco epidemic in India. Several socio-demographic factors are predictors of tobacco use in populations, especially among youth. Interventions which address these socio-demographic factors can help policy makers to curb new initiations and avert morbidity and mortality due to tobacco use. Objective: To study the various sociodemographic variables associated with tobacco use among youth in India. Materials and Methods: Secondary analysis of data from the Global Adult Tobacco Survey-India 2009-10 for the age group of 15-24 years was performed and predictors of smoking and smokeless tobacco were analyzed using data on occupation, education, and other sociodemographic factors. Results: In India there are a total of 51.3 million (22.1%) youth (15-24 years) tobacco users. Of these 35.1 million consumes chewable tobacco (15.1%), 16.2 million smoke (7%) and 1.6 million are dual users (3.1%). Males, urban, less educated, un-employed and those belonging to middle class preferred smoking over chewing; whereas, females, rural, students and those belonging to low socio-economic class are predictors of smokeless tobacco use. The major determinants of dual users are male sex, poor socio-economic strata and student class. The overall tobacco use was higher among males, rural populations, lower socioeconomic strata and un-employed class. Conclusions: India's youth is more susceptible to the tobacco addiction, especially of smokeless tobacco. Youth from rural India especially students, girls and those from poor socio-economic strata prefer to use smokeless tobacco products whereas urban, male and those less educated prefer smoking tobacco products. More population-based and region-focused research is needed to understand initiation patterns into tobacco use among youth so as to inform policymakers to devise new policy measures to curb the growing epidemic.