• 제목/요약/키워드: Pension community

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A Study on the Prediction of Community Smart Pension Intention Based on Decision Tree Algorithm

  • Liu, Lijuan;Min, Byung-Won
    • International Journal of Contents
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    • 제17권4호
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    • pp.79-90
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    • 2021
  • With the deepening of population aging, pension has become an urgent problem in most countries. Community smart pension can effectively resolve the problem of traditional pension, as well as meet the personalized and multi-level needs of the elderly. To predict the pension intention of the elderly in the community more accurately, this paper uses the decision tree classification method to classify the pension data. After missing value processing, normalization, discretization and data specification, the discretized sample data set is obtained. Then, by comparing the information gain and information gain rate of sample data features, the feature ranking is determined, and the C4.5 decision tree model is established. The model performs well in accuracy, precision, recall, AUC and other indicators under the condition of 10-fold cross-validation, and the precision was 89.5%, which can provide the certain basis for government decision-making.

중년기 직업종사자의 은퇴 후를 대비한 재정적 준비: 공적 연금 유형에 따른 차이를 중심으로 (A Study on Middle-Aged Jobholders' Financial Planning for After-Retirement Period : Focused on the Differences Among the Members of Participated Public Planned Pension Types)

  • 김인숙
    • 한국지역사회생활과학회지
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    • 제17권3호
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    • pp.67-87
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    • 2006
  • This study examined how middle-aged jobholders anticipate their living after retirement, how they plan their post-retirement financial welfare and what attitude they have towards old age. The data came from 290 middle-aged male and female people in Incheon, Suwon and Cheongju city and were analyzed to find the differences among public planned pension types, such as the National Pension System (NPS), the Government Employee Pension Corporation (GEPC), and the Korea Teachers Pension (KTP). The major results were as follows: First, the expected income level after retirement in GEPC members was the highest and the lowest in KTP members. Second, the expected living period after retirement is the main criteria used when determining the amount of money needed for old age. Third, KTP members were of the most inferior at financial planning and practice, especially self-reflection of their expending behavior, thrift and saving practice for old age.

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수도권 펜션의 실태 분석에 의거한 펜션단지 조성 방안 (The Scheme of Making Pension Community Based on the Factual Analysis of Pensions Near Urban Areas of Seoul)

  • 김인호;김신원
    • 농촌계획
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    • 제9권1호
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    • pp.27-35
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    • 2003
  • As the modern societies have become complicated and diverse, people's interest in "leisure time" has been higher than ever before, especially in relation to 5 day work a week. The increasing weekend trip and the travlers' demand for the better service and the convenient accomodations gave birth to "Pension" as one of accomodations in Korea. This study focuses on the attempt to plan and design the establishment of the competitive "Pension" which are popular between travelers in their twenties and thirties living in cities. This study also attempts to find the solution of the problems in relation to the actual conditions of the pensions which are built and under construction, and to suggest a new revised concept of pension. The summary is as follows: 1. This study focuses on the special theme of building Mo-Hyun Myon pension community with originality and new style of management. 2. This study includes the introduction of the special agency which makes reservations, promotes, and manages for the convenience of customers and buyers. 3. It pianos to secure the public area for various events and rests. 4. The geographical features of the site where the complex stands will be fully utilized to maximize the beauties of nature.

노후연금보험주택의 운영과 관리 시뮬레이션 사례연구 : 무주군의 전원마을 모델을 중심으로 (A Case Study on the Operation and Management Simulation of Pension Insurance House in Later Life : In the Case of Muju Rural Village)

  • 홍형옥;김정인
    • 가정과삶의질연구
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    • 제27권1호
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    • pp.61-71
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    • 2009
  • The purpose of this study was to resolve the issues of inferior housing environment and the population decrease in rural community by improving the environment and attracting urban inhabitants. A simulation on the costs and the local programs was operated from a point of view that Pension Insurance House with Long-term Lease and a plan for the program in connection with local resources should be accompanied to attract urban inhabitants. The study was carried out through mainly documents analysis and specialists' opinions. The simulation results are as follows. Firstly, the pre-existing rural housing development projects have only emphasized the hardware, while underestimated the post-management with operating programs. The software should be underlined when Pension Insurance House is developed. Secondly, as a result of the simulation on construction expenditure and the operating and maintenance cost for 30 years, about 82.3 million Wons are necessary residential expenses for 15 years per unit. Thirdly, in case of MUJU County, it has made the most of its pre-existing institutions. It's medical institutions provide medical care system with health education, facilities related leisure and culture offer recreational programs and the local community center and its program of each town helps new habitants adopt to the rural life. Additionally, the employment project of a local welfare center allow people living in a rural community to continue their careers with their talents and interests through local class programs for a life worth living. Lastly, guide for getting information of rural life, local community gathering and preliminary education should be carried out to reduce expectant tenants' incompatibility and assist them settle down early. The community program expansion is also required at the local government level.

지역친화형 소규모 노인공동주거에 관한 지방 도시 소비자의 입주의사와 태도 (The Local City Consumers' Intention and Attitude to Move to a Group Home for Elderly Based on Community Friendly Concept)

  • 최현정;최병숙
    • 한국주거학회논문집
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    • 제22권6호
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    • pp.11-19
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    • 2011
  • This study explores consumers' intention and attitude to a group home for the middle class elderly, which provide local communities with the small residential spaces where seniors can feel at home. Questionnaire method was performed, and 193 data were gathered in Jeonju city. The results are as follows. When respondents have a size of house (66.2-99.1 $m^2$), elderly disease or dementia, and their annuity or their spouse annuity, and when they are much old, their intentions to move into a community friendly group home for the aged is detected. The respondents and their spouse with the pension of more than 2,000,000 (KRW)/month have an intention to move to this group home. Also, they and their spouse with annuity have positive attitude to it, and these goups with the pension of more than 2,000,000 (KRW)/month have low negative attitude to it. So, house size, health condition, and annuity are variables to determine to move into it.

전원생활에 대한 현대인의 욕구에 따른 펜션건축계획 연구 (A Study on the Architectural Plan of the Pension by Modern People's Desire for Rural Life)

  • 김문열;박준웅;여준기;최무혁
    • 한국주거학회논문집
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    • 제19권3호
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    • pp.49-58
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    • 2008
  • This study focused on the architectural plan of the pension to meet modem people's desire for rural life, and the result of the study is as follows: First, the architectural plan for the characteristic of the location must apply the various architectural types considering the suburbs, tour and culture town, and community for the location improvement. Second, the architectural plan for the characteristic of the plot requires the encircled space and courtyard between buildings, the private gardens for the rooms, and the consideration of the surrounding environment. Above all, the plan for the subsidiary facilities is the most important. Third, the architectural plan for the characteristic of the plan requires the close connection with the outside, the wide opened view from the guest room, and the individual entrances for the guest rooms. Fourth, the architectural plan for the characteristic of the decorative design must consider the mass separation plan, the application of the facade design factors and eco-friendly environment materials, the night illumination plan, and the space program for the scenic view.

생계급여와 기초연금 수급이 노인의 우울에 미치는 영향: 건강상태와 지역사회만족의 다중매개효과 (The Effects of Livelihood Benefits and Basic Pension Receipts on Depression in the Elderly: Multimediation Effects of Health Status and Community Satisfaction)

  • 이형하;김미진;고광자;김여란
    • 한국컴퓨터정보학회:학술대회논문집
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    • 한국컴퓨터정보학회 2023년도 제67차 동계학술대회논문집 31권1호
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    • pp.189-190
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    • 2023
  • 본 연구에서는 노인의 생계급여와 기초연금 수급, 건강상태, 지역사회만족, 우울 간의 구조적 관계분석을 통해 노인의 우울 감소 방안을 제시하고자 한다. 분석자료는 2017년 노인실태조사 패널데이터 중 노인 본인이 직접 응답한 2,493명을 분석에 사용하였다. 분석결과, 첫째, 생계급여와 기초연금 수급은 노인의 건강상태에 정(+)적인 영향을 미쳤고, 지역사회만족에는 부(-)적인 영향을 미쳤고, 우울에는 정(+)적인 영향을 미쳤다. 둘째, 노인의 건강상태는 지역사회만족에 부(-)적인 영향을 미쳤고, 우울에 정(+)적인 영향을 미쳤다. 셋째, 노인의 지역사회만족은 우울에 부(-)적인 영향을 미쳤다. 넷째, 노인의 생계급여와 기초연금 수급과 우울사이에서 건강상태, 지역사회만족의 다중매개효과는 유의한 영향을 미치는 것으로 분석되었다.

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농업인 복지정책 요구도 분석 (A Study on Farmer's Requisition on Welfare Policy)

  • 류학수;조영숙
    • 한국지역사회생활과학회지
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    • 제16권2호
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    • pp.51-59
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    • 2005
  • The purpose of the present study is to seek measures to increase the quality of farmers lives by considering the results of a survey on the welfare demand for them when setting up policy. The results are as follows: First, though many concerns and policies to control the rural exodus have been exerted in terms of maintaining agricultural communities, which is one of critical components for the development of Korean agriculture and farming villages, the rural exodus became more and more serious. It is urgently required, therefore, for the Korean administration to correspond actively to the reasons why farmers depart their villages, such as bad prospects, low incomes or problems with their children's education. Second, as the number of females who take part in farming has increased, it is necessary to reform the rural educational environment. In addition, as the agricultural community develops, and other industries flow in, the greater the worries about crime, and consequently, it is necessary to equip a local safety system, share information on job opportunities, and provide educational opportunities. Third, since rural districts nay have financial difficulties because of old-aged and small-sized farmhouse, it is necessary to mainly support the welfare of the aged and lower-income farmers, considering the characteristics of each group and area. Fourth, over half of the farmers responded that they cannot bear to pay the national pension and health insurance premiums, and therefore it should be considered to reduce the pension and premium, or to readjust the insurance value appropriate to the level of the farmer's income. Fifth, despite a number of agricultural policies now in place, farmers desire a policy which can promise a prosperous vision for Korean agriculture and the facilities needed for education and health. It is necessary for the administration to set up policies that are characterized by locality with the view that farmers are not mere recipients, but participants in the policies.

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농촌관광객의 지출비용 영향요인 분석 (An Analysis of Factors Affecting Rural Tourists' Expenditure)

  • 김경희;황대용;이혜영
    • 농촌지도와개발
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    • 제27권3호
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    • pp.135-144
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    • 2020
  • The aim of this study is to analyze the factors affecting rural tourists' expenditure. This study used the data from the fact-finding survey on rural tourism, and analyzed 4,223 cases who had experienced rural tourism for one year in 2018. The linear multiple regression analysis were used to identify factors affecting rural tourists' expenditure. The result indicate that the factors influencing the rural tourists' total expenditure were age, monthly income, number of accompany, length of stay, accommodation type(pension), accommodation type(friend's house/relatives'house), accommodation type(camping), distance to the destination, accompany(family/relatives), accompany(solo traveler), occupation(white color), motivation(daily escape and rest), motivation(new experience). The result indicate that the higher the age, the higher the average monthly income of the household, the fewer companions, the longer the length of stay higher the expenditure. As for the accommodation, the pension, motel/inn, hotel/condominium, and recreational forest higher probability of expenditure, while, friend/relative's house or camping higher the probability of less expenditure. The longer the distance to the destination, the solo traveler higher the probability of expenditure in rural tourism.

ERG 이론을 바탕으로 한 바이마장족(白馬藏族)지역사회 환경의 고령친화적 개선 방안 연구 (Study on the Aging Transformation Scheme of Baima Tibetan Community Environment Based on ERG theory)

  • 유경윤;왕록명
    • 스마트미디어저널
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    • 제12권11호
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    • pp.175-184
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    • 2023
  • 농촌 지역 노인들은 거주 환경이 열악하고 사회성이 떨어지며 노후지식이 부족한 곤경에 직면하고 있다. 이와 더불어 부족한 사회보장시설 및 의료시설의 문제로 인해 농촌에 거주하는 노인들의 자살률은 도시보다 훨씬 높다. 편안한 지역사회 환경을 통해 농촌 지역 노인들이 긍정적인 마음을 가지고 이를 통해 날로 심각해지는 고령화 문제를 해결하기 위해서 연구자는 간쑤성 톄러우향(甘肅省鐵樓鄕) 바이마장족(白馬藏族) 노인들의 지역사회 환경을 연구대상으로 하여 지역사회 환경의 개선 방안을 연구했다. 선행연구로써 농촌 지역사회 환경의 고령친화적 개선에 대한 연구를 살펴보고 이를 통해 이론적 배경으로써 ERG 이론을 본 연구의 이론적 근거로 삼았다. 연구방법으로써 현지 조사 및 인터뷰를 통해 바이마장족 거주 지역의 독거노인 수를 조사하고 국가 표준을 근거로 분류했다. 그리고 노인들의 현재사회 환경 현황이 드러난 사진을 수집하고 이를 통해 파악된 문제를 종합했다. 마지막으로 ERG 이론의 세가지 욕구인 생존 욕구, 관계 욕구, 성장 욕구의 세 가지 측면에서 노인들의 지역사회 환경을 분석하고 이에 대한 고령친화적 개선 방안을 마련했다. 본 연구의 목적은 지역사회 환경의 고령친화적 개선을 통해 노인의 생활환경, 사회성 및 생존력을 향상 시키며 이를 통해 노인들의 노후 생활에 즐거움을 더하는 데에 있다.