• 제목/요약/키워드: Youth Population

검색결과 150건 처리시간 0.02초

머신러닝 기반 부산 청년인구 유출위험 요인 분석 (Analysis of Risk Factors for Youth Population Outflow in Busan Based on Machine Learning)

  • 손서영;양혜성;박민서
    • 문화기술의 융합
    • /
    • 제9권6호
    • /
    • pp.131-136
    • /
    • 2023
  • 지방을 떠나 수도권으로 이동하는 청년들이 나날이 늘고 있다. 청년 유출의 요인을 파악하기 위한 연구들이 다양하게 진행되고 있으나 각 지방별로 분석하는 연구는 부족한 실정이다. 이에 따라 본 연구는 부산의 청년 인구 유출 요인을 분석하고, 머신러닝 기법을 사용해 청년 인구 유출 위험 등급을 예측하고자 한다. 국가통계포털에서 수집한 부산의 구별 데이터를 활용하여 나이대(20대 초반, 20대 후반, 30대 초반)별로 세 그룹으로 나눈 뒤, 의사결정나무와 랜덤 포레스트 알고리즘을 이용해 청년 인구 유출 위험 등급을 분류하고 예측한다. 그 결과, 청년 인구 유출 위험 등급 예측 모델은 나이 그룹별 각각 최고 정확도 0.93, 0.75, 0.63을 갖는다.

청년패널조사데이터를 활용한 결혼의도의 결정요인 (Determinants of Marriage Intention for Korean Youth using Youth Panel Data)

  • 송명근;이원석;문준호
    • 아태비즈니스연구
    • /
    • 제15권1호
    • /
    • pp.87-98
    • /
    • 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

무선사업자들의 신세대 공략 전략(미국사례를 중심으로) (New Strategies of Wireless Carriers for Youth Market)

  • 최병철
    • 한국경영과학회:학술대회논문집
    • /
    • 한국경영과학회 2001년도 추계학술대회 논문집
    • /
    • pp.346-349
    • /
    • 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.

  • PDF

한국과 일본의 청년실업 비교분석 및 시사점 (Comparative Analysis of Youth Unemployment in Korea and Japan: Implications for Korea)

  • 박상준;장근호
    • 경제분석
    • /
    • 제25권4호
    • /
    • pp.58-108
    • /
    • 2019
  • 본 연구는 OECD 30개국의 2000-2017년 데이터를 사용하여 20대 초반과 후반 청년실업률의 설명요인을 분석하여 한국의 청년실업률이 일본에 비해 높은 이유를 규명하는 한편, 일본의 청년실업 대책이 한국에 주는 시사점을 모색하였다. 전체 실업률, 각 연령대의 인구비중, GDP 성장률, 임금근로자 비중, 고령화율, 파트타임근로자 비중 등이 청년실업에 유의한 상관을 갖는 설명변수인 것으로 나타났으며, 20대 청년인구 비중의 감소는 청년실업 해소에 도움을 주지 못하는 것으로 나타났다. 한국은 임금근로자 비중이 낮아 일본에 비해 불리한 환경이었으며, 일본에 비해 부족한 대기업 일자리, 대기업과 중소기업 간의 과도한 임금 격차도 한국의 청년실업이 높은 이유를 설명하는 요인인 것으로 보인다. 따라서 이와 같은 장기적이고 구조적인 문제의 해소를 위해 지속적으로 노력하는 한편, 일본의 정책사례 등을 참고하여 단기적인 청년일자리 미스매치(mismatch) 문제를 해결하는 대책을 적극적으로 추진할 필요가 있겠다.

청년층의 입직 및 이직 실태와 해소방안 탐색 (Exploration on the Youth Employee's Labor Mobility)

  • 이석열;박철우;이미라
    • 공학교육연구
    • /
    • 제17권6호
    • /
    • pp.30-45
    • /
    • 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.

Media, Sociality, and Aging Process A Study of Aging Process through New Media in Select Areas of Kolkata

  • Dhar, Debarati
    • Asian Journal for Public Opinion Research
    • /
    • 제5권3호
    • /
    • pp.204-227
    • /
    • 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.

청소년 농촌체험관광의 서비스품질과 만족도에 관한 연구 (A Study on the Relationship between Service Quality and Satisfaction of Rural Experiential Tourism for Youth)

  • 최영창;박은식;이은영
    • 농촌지도와개발
    • /
    • 제14권1호
    • /
    • pp.149-170
    • /
    • 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.

  • PDF

응급처치 및 심폐소생술 교육이 소외계층 청소년의 자아효능감과 사회공헌도에 미치는 효과 (Effect of first aid and cardiopulmonary resuscitation education on self-efficacy and social contribution of disadvantaged youth)

  • 이효철;정현민
    • 한국응급구조학회지
    • /
    • 제18권3호
    • /
    • pp.37-51
    • /
    • 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.

청년실업문제 해결을 위한 기업 맞춤형 교육의 현황 및 개선에 관한 연구 (A Study of the State and Improvement of the Company Oriented Education for the Countermeasure of Youth Unemployment)

  • 김국원;강봉준;이우영
    • 한국실천공학교육학회논문지
    • /
    • 제4권1호
    • /
    • pp.93-98
    • /
    • 2012
  • 우리나라의 청년실업률은 일반 실업률에 비해 매우 높은 수준이다. 청년실업의 경우, 경제성장의 동력이 되는 인적자본 축적을 저해한다는 점, 빠르게 비경제활동 인구화로 전환된다는 점 등 때문에 매우 심각한 문제이다. 정부는 청년실업해소를 위하여 다양한 정책을 추진하고 있다. 본 논문에서는 청년실업 대책 중에서 기업 맞춤형 직업교육의 유형에 포함되는 직장체험 프로그램, 인력채용패키지 사업, 청년취업인턴제, 그리고 정부지원 사업은 아니지만 대표적인 기업 맞춤형 교육인 계약학과 등에 대해 그 특징과 현황을 살펴보았다. 또한 기존의 기업 맞춤형 직업교육의 문제점들을 분석하고 이를 해결할 수 있는 개선모델(M-to-M)을 제시하였다.

  • PDF

Predictors of Tobacco Use among Youth in India: GATS 2009-2010 Survey

  • Sharma, Shailja;Singh, Mitasha;Lal, Pranay;Goel, Sonu
    • Asian Pacific Journal of Cancer Prevention
    • /
    • 제16권17호
    • /
    • pp.7535-7540
    • /
    • 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.