• Title/Summary/Keyword: 이항 로지스틱

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Local Environmental Factors on Stress Among Single-Person Households -A Comparative Study Between Young and Senior Single-Person Households- (1인가구의 스트레스에 미치는 지역환경 요인 -청년 1인가구와 노년 1인가구의 비교를 중심으로-)

  • JIN YINHUA;Jun, Hee-Jung
    • Journal of the Korean Regional Science Association
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    • v.40 no.1
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    • pp.69-88
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    • 2024
  • The study examines the effects of local environmental factors on stress among young and senior single-person households. We analyzed the '2019 Community Health Survey' by employing logistic regression analysis. The empirical results are as follows: First, there are greater differences in stress factors between young single-and multi-person households than senior single-and multi-person households; Second, stress among young single-person households was mainly influenced by physical environmental factors while stress among senior single-person households was influenced by both physical and social environmental factors. The results suggest that customized support at the local level is necessary in consideration of age-specific characteristics and stress vulnerabilities when promoting policies for the promotion of mental health among single-person households.

An Empirical Study on the Determinants of Customer Renewal Behavior for Tire Rental Servitization (제조기업의 서비스화 제공 형태와 고객 특성이 재계약에 미치는 요인에 관한 실증 연구: 타이어 렌탈 중심으로)

  • Hyun, Myungjin;Kim, Jieun
    • The Journal of the Korea Contents Association
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    • v.20 no.4
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    • pp.508-517
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    • 2020
  • Servitization presents an innovative model to create business value in the automotive industries. This study set out to introduce a servitization model based on the rental business of the tire industry and identify determinants to affect the renewal of contracts around the service types of servitization and the characteristics of customers. Independent variables include the service types, demographics and regions, and inflow channels in 163,742 contracts by case companies in the nation in 2016~2019 with the renewal of contracts as a dependent variable. Correlations between variables were analyzed through cross-tabulation and binary logistic regression analysis. The findings show that the contract renewal rate had positive(+) relations with customized service and negative(-) ones with vehicle maintenance service. There were differences in the contract renewal rate according to such customer characteristics as gender and region, but no clear correlations were found in the age group and vehicle type(domestic/foreign). Of the inflow channels, offline channels tended to have a higher renewal rate than online channels. At open malls, contract renewal increased by 8.4 times due to contract switches at offline channels. Based on these findings, the study discussed directions for practical strategies with regard to the development of new service, implementation of customer-centric servitization, and management of sales channels according to the servitization of manufacturers.

Factors Affecting Transitions in Living Arrangements among Elders in Korea (노년기 거주형태의 변화와 영향요인에 관한 종단연구)

  • Yoon, Hyun-Sook;Yoon, Ji-Young;Gim, Yeong-Ja
    • Korean Journal of Social Welfare
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    • v.64 no.1
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    • pp.249-271
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    • 2012
  • This research examines the degree and the patterns of living arrangement transitions and analyzes the factors affecting transitions in living arrangement among elders in Korea. Data came from four-wave panel study of Hallym Aging Research Institute. The first wave was conducted in 2003, and each successive wave occurred exactly 2 years after. Respondents who were aged 60 and over, and had at least one living child were selected for this research. The baseline consisted of 1,907 respondents(2003), then became 985 for the fourth transition interval (2009). A total of 825 who participated both in 2003 and 2009 were used. Binomial logit regression analyses were used to analyze the effects of demographic characteristics, socioeconomic status, physical health, cognitive function, psychological well-being, and cultural attitudes toward elder care on transitions in living arrangements. Results show that 29.82% of the elders made transitions in living arrangements from 2003 to 2009, indicating remarkably unstable living situation over this time period. The ratio of living alone is increased from 17.6% to 19.6%, in contrast with decreased ratio of living with married children from 30.5% to 25.2%, and that of living with unmarried children from 19.9% to 13.7%. Factors affecting transitions in living arrangement were different according to types of living arrangement. Elders living with married children were more likely to be older, widowed and to have higher level of psychological well-being and more traditional attitude toward elder care. Elders living alone were more likely to be women, widowed, and to have more chronic diseases and lower level of psychological well-being.

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The Comparison of Psycho-Social Behavior Characteristics between Girls with Precocious Puberty and Normal Girls (성조숙증 여아와 정상발달 여아의 심리사회적 행동특성 비교)

  • Moon, Woo-Jin;Kwon, Ho-Jang;Hwang, Man-Ki
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.2
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    • pp.357-369
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    • 2018
  • This study was conducted to provide data pertaining to precocious puberty by comparing the psycho-social behavior of girls with precocious puberty to those with normal development. This study was conducted from 1 June 2016 to 25 February 2017. The subjects were 104 female patients of A group with precocious puberty visiting H Oriental medicine clinic and S clinic in Seoul, and 104 girls in control group A and 104 girls in control group B attending elementary school in gun. The psycho-social behavioral characteristics of girls with precocious puberty and those with normal development were compared among 312 girls matched for gender and age using a t-test, ${\chi}^2test$, and ANOVA. In addition, the factors influencing precocious puberty were analyzed through multinomial logistic regression. The results revealed that the primary influence factors were frequency of meat intake (p<0.01) and eating-out (p<0.05). These were followed by watching TV (p<0.001), hours of using smart phone (p<0.01) and number of private institutes attended (p<0.05). Additionally, emotional and physical indexes were lower in the precocious puberty group than the control group, indicating that they have more pathology.Finally, girls in the precocious puberty group have lower family and friendship indexes than those in the control group, which means they have more pathology. Overall, the results indicate that extensive research on the causes and frequency of precocious puberty is necessary.

Status and related factors of private health insurance for severely ill patients (중증질환자의 민간의료보험 가입 현황 및 관련요인)

  • Kim, Seok-Hwan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.1
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    • pp.497-505
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    • 2018
  • This study was conducted to investigate the characteristics of private health insurance subscribers and non-subscribers as they relate to severely ill patients, and to identify the factors of participation. The study was conducted using the National Health and Nutrition Examination Survey for 2015, and data were analyzed using SPSS ver. 23.0. The subjects were 417 patients with severe disease (cancer, heart disease, cerebrovascular disease) over 19 years of age. Crossover analysis was employed to identify differences between the state of private health insurance participation, while binary logistic regression analysis was used to confirm the factors affecting private health insurance subscription. Analysis of the effects of the subjects on the private health insurance participation rate revealed that the social and demographic characteristics were higher in younger individuals regardless of sex, residence, or marital status. Moreover, higher household income, regardless of the education level, was associated with a higher participation rate of health insurance target individuals compared to medical benefit target individuals. The private health insurance participation rate was low and the explaining power was 51.7%, regardless of subjective health awareness and walking practice. Therefore, efforts should be made to improve the living environment and support local governmental programs for the elderly, low income households, socially vulnerable groups with limited activities and groups with limited health behavior. It is also necessary to consider various health policies, such as providing government health education or programs to prevent severe illness.

The Comparison of Physical Parent Characteristics and Behavior Characteristic between Girls of Precocious Puberty and Girls of Normal Development (성조숙증 여아와 정상 발달 여아의 신체상 부모특성 및 행동특성 비교)

  • Moon, Woo-Jin;Hwang, Man-Ki;Shim, Jung-Yeun;Kim, Hee-Tae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.11
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    • pp.653-662
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    • 2017
  • This study was conducted to provide basic data for the prevention and management of precocious puberty by investigating the relevance of physical parents characteristics and behavioral characteristics of girls with precocious puberty. The research period was June 1, 2016 to February 25, 2017. The subjects were 312 girls matched depending on gender and age which were composed of 104 female patients of precocious puberty visiting H oriental medicine clinic and S one in Seoul, 104 girls of A control group and 104 girls of B control group attending elementary school in gun. A total of 312 of each group were compared though t-test, $X^2$-test, and ANOVA to examine the physical parent characteristics and behavioral characteristics between girls with precocious puberty and normal girls, after which influence factors for precocious puberty were analyzed through multinomial logistic regression. The main influencing factor was found to be the height of their own and mothers' menarcheal age in terms of body and parent characteristics. Other factors influencing behavioral characteristics included the frequency of meat intake and eating-out in terms of eating habits. Additionally, watching TV, hours of using smart phone and number of private institute girls attending were also found to be influencing factors. Thus, interest in school and society in increasing precocious puberty in girls is important and extensive investigation of the causes and frequency of precocious puberty is necessary.

The Association between Modes of Access to Betting Games and Problem Gambling among Adolescents : Focusing on Comparisons between On-line and Land-based Modes (청소년의 돈내기 게임 접촉방식과 문제도박의 관계 : 온라인과 오프라인 방식의 비교를 중심으로)

  • Lee, Jaekyoung;Lee, RaeHyuck;Chang, Hae-Lim
    • The Journal of the Korea Contents Association
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    • v.20 no.7
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    • pp.139-148
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    • 2020
  • This study examined the modes of access to betting games among adolescents and analyzed the influence of on-line betting games (e.g., legalized gambling, illegal gambling, speculative games) on problem gambling. The raw data from the 2018 Survey on Youth Gambling Problems were used. Using a sample of 5,101 school adolescents who were from first-grade middle school students to second-grade high school students and who experienced betting games during the last three months, this study conducted cross tabulation and logistic regression analyses. Of the adolescents who experienced betting games, 17.8% experienced on-line games that were composed of 4.9% in illegal gambling, 2.4% in speculative games, and 0.4% in legalized gambling. Compared to land-based modes of gambling, on-line illegal gambling, legalized gambling, and speculative games were associated with higher odds of problem gambling. While on-line illegal gambling was associated with higher odds of problem gambling for female adolescents, on-line illegal gambling, legalized gambling, and speculative games were associated with higher odds of problem gambling for male adolescents. This study discussed intervention strategies to address problem gambling and modes of betting games among adolescents.

A study on Determinant Factors of Preferred elderly Housing based on Location among Preliminary Elders (예비 고령자의 입지유형별 고령자 주택 선택요인 분석)

  • Kim, Chang-Gon;Won, You-Ho;Lee, Joo-Hyung
    • The Journal of the Korea Contents Association
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    • v.15 no.9
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    • pp.562-575
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    • 2015
  • This study aims to draw a Housing development scheme of elderly housing, including the urban, suburban and resort type according to location type, which is based on a Demanding Characteristics of preliminary elderly for elderly housing. In addition, The comprehensive implication tells that the preliminary elderly who wants the urban elderly housing type have a more personal characteristics than other types. So it should be considered according to personal characteristics. Next, when we choose the suburban elderly housing type and predict the demand for housing development, it should not only considers factors such as the Unmarried children, Health status, Current housing size and Plans for economic activity in old age but also considers factors such as the Accessibility, Convenience, Investment and Environment characteristics of elderly housing preference. Next, when we choose the resort elderly housing type which based on the fact that a few detailed parameters of current housing characteristics exist, it should be based on the current housing characteristics of preliminary elderly. In addition, it should consider a pre-investigation for elderly housing preference in order to select the housing type. Because a comprehensive preference such as the comfort, convenience, safety, investment, environmental characteristics is considered as major determinants factors.

Efficiency analysis of Oriental hospitals according to characteristics (한방병원 특성별 경영효율성 분석)

  • Kim, Young-Sik;Lee, Woo-Chun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.5
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    • pp.59-67
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    • 2017
  • This study analyzes the efficiency of oriental hospitals using DEA(Data Envelopment Analysis). The input variables include the numbers of doctors, nurses, medical technicians, and beds. The output variable iscomprised of the sales account. The analysis tools used are EnPas and IBM SPSS Statistics 19. As a result of efficiency analysis, the private hospitals(establishment), less than 10 years in operation(operating period), containing less than 50 beds (number of the beds), located in the metropolitan area(location) showed high efficiency in the BCC(Banker, Charnes & Cooper) model, but indicated relatively low efficiency in CCR(Charnes, Cooper & Rhodes) model. This contradictory result is caused by inefficiencies in hospital size. The logistic regression analysis conducted to analyze the variables that affect the efficiency of oriental hospitals found that the efficiency decreased by 0.955 with each increase of 1 bed in the hospital.

The Effects of Economic Resources on Marriage-Delaying (경제적 자원이 미혼 남녀의 결혼 연기에 미치는 영향)

  • Yoo, Hong-Joon;Hyun, Sung-Min
    • Korea journal of population studies
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    • v.33 no.1
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    • pp.75-101
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    • 2010
  • One of the reasons for low fertility rate in Korea is related to the delayed marriage among the population belong to marriage cohorts. The major goal of this study is to analyze how the economic resources such as level of education, whether employed or not, and occupation have affected one's marriage opportunity and how it is differed by gender. Meanwhile, the changes in the influence of economic resources and the changes in the marriage norms were also studied by analyzing 2% Census data in 1995, 2000 and 2005. Total number of 1.1 million men and women in their ages between 20 to 44 are included in data and binary-logistic analysis is used for statistical research. This study supports a traditional hypothesis that the influence of economic resources on probability of marriage is different by gender. More important academic contribution of this study is the quality of economic resources is becoming more important for men since Asian economic crisis and that the negative effect of it on women is declining since 2000. It is analyzed that the effect of marriage norm has recently decreased on the part of women. These findings suggest that there is a tendency of polarization of marriage market in Korea affected by economic polarization since Asian economic crisis.