• 제목/요약/키워드: Panel Logistic analysis

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산전후 우울 변화 - 성장혼합모형을 이용한 단기종단연구 (A Short-Term Longitudinal Investigation of Pre- and Postnatal Depressive Symptoms of Korean Women)

  • 신나리
    • 대한가정학회지
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    • 제49권9호
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    • pp.59-72
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    • 2011
  • This study examined whether there are underlying latent classes of growth trajectories of maternal depression in the Korean population. Data from the first phase of the Panel Study of Korean Children (PSKC) of the Institute of Child Care and Education (KICCE) were used for this study. The final sample of participants included 1,471 mothers, who completed three interviews: at birth, at one month, and at four months. A two-class model consisting of depression (12.3%) and non-depression (87.7%) was considered the best-fitting solution using Mplus 3.13. The changes in postnatal depression in the Korean population within four weeks after childbirth, which is the period of "postpartum onset", seem to be important. Logistic regression analysis showed that duration of breast-feeding and planned pregnancy effects were significantly associated with trajectory class membership.

초기 청소년의 외현적 공격성 변화유형과 예측요인 : 성장혼합모형의 적용 (Types of Changes in Overt Aggression and Their Predictors in Early Adolescents : Growth Mixture Modeling)

  • 서미정;김경연
    • 아동학회지
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    • 제31권3호
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    • pp.83-97
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    • 2010
  • Growth mixture modeling was used to identify types of changes in overt aggression from Grades 4 to 7 among a sample from the Korean Youth Panel Survey. Three discrete patterns were found to adequately explain changes of overt aggression in both boys and girls : Persistent intermediate aggression; Increasing aggression; and Decreasing aggression. Most boys (93%) fell into the Persistent intermediate aggression group and 49% of girls were found to fall into the Increasing aggression group. This suggests that prevention programs should recognize that girls are at risk of increasing aggression in their early adolescence. Multinomial logistic regression analysis shows that self-control, child abuse, peer support, and involvement with deviant peers at Grades 4 were all strongly associated with trajectory class membership. These associations did not differ by gender. These findings suggest that prevention programs should focus on the multiple risk factors of both boys and girls.

산업재해 환자의 의료서비스 경험과 주관적 건강 인식과의 관계 (Relationship between Medical Service Experience and Subjective Health Awareness of Patents with Industrial Accident)

  • 최령;황병덕
    • 보건의료산업학회지
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    • 제14권2호
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    • pp.55-65
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    • 2020
  • Objectives: This study intends to analyze the relationship between medical service experience and subjective health awareness by using data from Panel Study of Worker's Compensation Insurance(PSWCI). Methods: Tte χ2-test was performed to investigate subjective health awareness and medical service experience relevance. Logistic analysis was performed to analyze the influencinge factors. Results: The subjective health awareness scored "bad" in"'lack treatment period" compared to "adequate treatment period" in medical service experience (OR = 2.603 [95% CI = 1.666-2.555]). Conclusions: To improve the subjective health awareness of patients with industrial accidents, the industrial accident compensation and medical care approval system should be improved, and long-term industrial accident insurance policies should be developed to accommodate direct and indirect medical services.

가족 기능과 융합형 심리적응 보호요인의 관한 연구 (A study of family function and convergent adaptation hearing protection factor)

  • 장춘옥
    • 한국융합학회논문지
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    • 제6권3호
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    • pp.119-125
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    • 2015
  • 본 연구의 목적은 가족의 기능적 결손이라는 위험상황에서 위험요인, 보호요인, 심리적응 간의 관계를 검증하고, 심리적응 수준이 높은 청소년을 보호해주는 보호요인을 파악하고자 한다. 이를 위해 한국국청소년정책연구원(2008)에서 조사한 한국청소년패널조사 중2 패널 5차년도 자료를 가지고 기술통계 분석과 로지스틱 회귀 분석을 실시하였다. 연구결과 청소년의 보호요인인 자아존중감과 학교친구애착에 따라 기능적 결손을 경험한 청소년의 심리적응 수준이 다르게 나타났다. 따라서 사회복지실천 현장에서 청소년의 위험요인에 초점을 맞추기보다는 위험요인을 완화시키는 과정이나 보호요인에 초점을 맞춤으로써 위험요인에 노출된 청소년을 바라보는 시각을 전환시킬 수 있으며 이들에 대한 개입도 달라질 것으로 판단된다.

중산층 한국인의 생애주기별 자살 충동경험과 위험요인: 비교의식과 관련된 사회심리적 특성을 중심으로 - 8차 한국의료패널 자료분석 (Risk Factors for Suicidal Ideation among Middle Class Korean: Focusing on Psychosocial Comparison - An Analysis of a Nationwide Survey of the 8th Korea Health Panel Data)

  • 조아라;강보라;서영주;길은하;오희영
    • 지역사회간호학회지
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    • 제29권1호
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    • pp.1-10
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    • 2018
  • Purpose: The purpose of this study was to examine the prevalence and risk factors of suicidal ideation among middle class Korean. Methods: Cross sectional study was designed for secondary data analysis. From the 8th Korea Health Panel survey (2008~2013), a total of 6,037 data was drawn and analyzed by developmental stage using descriptive statistics including frequency, percentage, $x^2$ test, and logistic regression analysis. Results: Across all age groups, high physical-mental stress, frustration, anxiety about the future and low self-perceived health status or social class were found to be the risk factors of suicidal ideation. Peer-compared subjective health status and frustration significantly influenced the adolescents. The young adults'suicidal ideation was mainly influenced by physical and mental stress, frustration and absence of economic activity. For the middle-aged, physical and mental stress, frustration, future anxiety, low peer-compared subjective health status were found to be the major influencing factors. The predominant risk factors for the elderly were frustration and low peer-compared subjective health status. Conclusion: Making comparisons to others significantly influence suicidal ideation throughout all life cycles. Improvement of mental health and suicide prevention can be enhanced by avoiding negative comparison to others.

직업분류에 따른 의료비 지출 규모와 영향 요인 (Influence Factors on Medical Expenditure according of Occupation Classification)

  • 최령
    • 디지털융복합연구
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    • 제17권4호
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    • pp.203-210
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    • 2019
  • 본 연구는 직업분류에 따른 의료비 지출 영향요인을 분석하였다. 한국의료패널(Korea Health Panel)의 2012년도 데이터를 이용하여 만20세 이상의 성인을 대상으로 결측값을 제외한 총 4,538명을 최종 분석대상으로 하였다. 자료분석은 의료비 지출 영향요인을 분석하기 위하여 로지스틱 회귀분석을 하였다. 연구분석 결과 Model 1은 단순노무 종사자에 비해 농림어업 숙련 종사자, Model 2의 경우 직종의 경우 판매 종사자에 비해 단순노무 종사자에서 의료비 지출 증가에 영향을 주는 것으로 분석되었다. 성별은 남자에 비해 여자, 혼인은 무에 비해 유, 소득계층은 1분위에 비해 4분위, 5분위, 만성질환은 무에 비해 유에서 의료비 지출이 높은 것으로 분석되었다. 따라서, 건강검진 또는 예방활동 활성화를 위한 보건의료정책 및 보건학적 접근에 있어서 직종, 만성질환 등을 반영한 보다 체계화된 접근이 필요하다.

다문화가정의 한의의료이용에 미치는 요인 분석 연구 (Analysis of factors affecting Korean Medicine utilization of multicultural family members)

  • 송민선;최찬헌;김동수
    • 대한한의학회지
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    • 제43권1호
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    • pp.60-72
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    • 2022
  • Objectives: This study aimed to analyze the Korean medical utilization and Korean medical expenses by characteristics of multicultural family members to investigate whether it affects Korean medical utilization. Methods: This study utilized The Korea Health Panel data in 2018, with 238 final participants. We performed a t-test and ANOVA on the difference between Korean medical utilization and Korean medical expenses according to Anderson's Model of Health Service Utilization variables. Logistic regression analysis and generalized linear model analysis were conducted to analyze Korean medical utilization factors. Results: The Korean Medical utilization was 12.61% among the multicultural family members. As a result of regression analysis, the female had high Korean medical utilization(p=.008), and rural area residents had low utilization(p=.017). Korean medical expenses were high when they were female or married. Including the utilization of western medical services by outpatients, Korean medical expenses were high when they were female or outpatients who received western medical services. Conclusions: As a result of this study, the factors influencing Korean medical utilization were gender and residence area. There were differences in Korean medical expenses depending on western medical services use or gender. Therefore, it is necessary to use these factors to expand the Korean Medical utilization by multicultural family members, and research of the Korean medical utilization by disease is needed.

사상체질과 대사증후군 유발에 관한 코호트 연구 (Metabolic Syndrome and Sasang Constitution in Cohort Study)

  • 윤우영;유준상;박종구
    • 사상체질의학회지
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    • 제25권1호
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    • pp.1-13
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    • 2013
  • Objectives This study is to investigate the related factors to contribute the metabolic syndrome according to Sasang Constitution. Methods Nine hundred twenty six persons out of 1774 persons, over 40 years old, participated in community-based cohort in Wonju City of South Korea from June 2006 to August 2009. The diagnosis of metabolic syndrome was carried out by NCEP-ATP III(National Cholesterol Education Program in Adult Treatment Panel III) and Asian Pacific Criteria for abdominal obesity. The related factors were checked using questionnaire and blood samples. Sasang Constitution was verified by a Sasang Constitution specialist using the results of PSSC(Phonetic System for Sasang Constitution), facial pictures and simplified Sasang Constitutional questionnaires. Metabolic syndrome incidence rate according to Sasang Constitution and binary logistic regression analysis were performed with SPSS 19.0. Results Metabolic syndrome incidence rate was 30.3% and the majority of newly categorized as metabolic syndrome was Taeeumin(40.7%). There were significant risk factors like systolic blood pressure, fasting blood sugar, triglyceride and female and a significant defense factor like HDL-cholesterol. In terms of constitutional view, there were significant risk factors like waist circumference, systolic blood pressure, triglyceride in Soyangin, female, waist circumference, systolic blood pressure, fasting blood sugar, triglyceride in Taeeumin, female, waist circumference, systolic blood pressure, triglyceride in Soeumin. And there was a significant defense factor like HDL-cholesterol in only Taeeumin. Conclusions Regimens on metabolic syndrome were considered to be changed according to Sasang Constitution. Taeeumin female and Soeumin female should be cautious of body weight and metabolic syndrome when elderly. There are more cautious risk factors in each constitution; systolic blood pressure and triglyceride in Soyangin and fasting blood sugar and serum lipids levels in Soeumin and Taeeumin.

청소년기 인터넷 사용 수준과 자살생각과의 연관성 (Association Between Internet Use and Suicidal Ideation Among South Korean Adolescents)

  • 박선희
    • 한국학교보건학회지
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    • 제21권2호
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    • pp.23-33
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    • 2008
  • Purpose: Internet is one of the essential tools in South Korean adolescent life. Recently, researchers suggest that Internet use is positively associated with teens' mental health problems such as depression and suicide. Thus, this study explored a relationship between Internet use and suicide ideation among South Korean adolescents. Methods: Secondary data, the three-wave Korean Youth Panel Survey, were analyzed. First, in terms of the levels of Internet use and suicidal ideation, t-test was used for examining a gender difference, and Analysis of Variance were used for examining differences across three points in time(waves 2 - 4). Second, logistic analysis was performed to examine the significant association between Internet use and suicide ideation after controlling for the other factors' effects. In this analysis, Fixed Effect Regression Method(FERM) was incorporated as well. FERM was useful in adjusting for the effects of time-invariant factors even without measuring them. As a result, it was possible to obtain more accurate findings. Results: Adolescent depression was an important factor influencing the association between Internet use and suicide ideation. After controlling for the effect of depression, the relationship between Internet use and suicide ideation was no longer statistically significant. Conclusion: As a proxy to identify teens who are obsessed with suicide ideation, levels of Internet use do not seem useful. Instead, it is necessary to examine teens' access to websites related to suicide.

실업자의 재취업형태에 관한 연구: 생존표분석과 이산시간분석 (Discrete Data Analysis of the Re-employment Pattern)

  • 김교성
    • 한국사회복지학
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    • 제57권2호
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    • pp.253-275
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    • 2005
  • 본 연구의 목적은 실업자의 재취업여부와 재취업형태에 영향을 미치는 주된 요인이 무엇인지를 파악하는데 있다. 이를 위해 본 연구는 한국노동패널의 6개년(1998-2003) 결합자료를 이용하여 사건사분석의 생존표분석과 이산시간분석을 실시하였다. 분석의 결과, 성, 연령, 교육수준이 실업자의 재취업과 재취업형태에 영향을 미치는 주요 요인으로 파악되었다. 또한 정규직과 비정규직으로의 재취업형태는 실업자의 이전 직장 업종과 직종에 따라 상이한 결과를 보이는 것으로 나타났다. 이러한 결과에 비추어 볼 때, 우리나라 실업자의 재취업과 재취업형태는 실업자의 인적자본 수준보다는 분절된 노동시장의 구조에서 기본적인 원인을 찾을 수 있을 것이다. 결국, 실업자의 재취업과 보다 안정적인 고용형태로의 재취업을 도모하기 위해서는 성과 연령에 의한 차별의 폐지, 직업능력개발훈련의 강화, 그리고 효율적인 노동시장 정보체계의 구축 등의 정책적 접근이 필요하다.

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