• 제목/요약/키워드: Panel Logistic analysis

검색결과 180건 처리시간 0.02초

한국의료패널을 활용한 고혈압환자의 복약순응도가 의료이용 및 의료비 지출에 미치는 영향 분석 (Relationship between Antihypertension Medication Adherence, Medical Utilizations, and Medical Expenditure Among Patients with Hypertension)

  • 김성옥;장선미
    • 약학회지
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    • 제57권5호
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    • pp.369-375
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    • 2013
  • Objective: Using the Korean Health Panel data (KHP) of 2008 and 2009, this paper analyzed the effect of antihypertension medication adherence on the changes in medical service utilization and medical expenditure in the next year. Method: Through a face-to-face interview survey, KHP has provided an extensive data on demographic characteristics, medical utilizations behavior, medical expenditure and health behaviors of the targeted households and their members since 2008. KHP is recognized as highly accurate regarding medical expenditure in that it makes the target households to record 'Health diary' whenever they use healthcare service, which could minimize their cognitive bias or memory distortion. The 2010 KHP data was based on the interview from 6,432 households and 19,697 household members. Two part model was used to explore the effects of medication adherence on medical use (logistic regression analysis) and medical expenditures (OLS). Result: Our study result demonstrated that the 74.7% of the patients who strictly adhere to their medication in both years, in 2008 and in 2009, were likely to use inpatient service in 2010. This shows the noncompliant patients were in fact use emergency service less than the compliant patients. Conclusion: Based on our analysis, this paper concludes that the high medication adherence of hypertensive patients could contribute to reduce the emergency service use. Therefore it is highly recommendable for the Korean government and the insurer, NHIS, to actively invest in developing education and promotion program to improve medication adherence among hypertensive patients.

여성장애인의 재취업 결정요인 연구 (Determinants on the Reemployment of Disabled Women)

  • 양정빈
    • 한국콘텐츠학회논문지
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    • 제17권2호
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    • pp.230-238
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    • 2017
  • 본 연구는 여성장애인의 재취업에 영향을 미치는 요인을 살펴보고, 이들의 재취업을 활성화시키기 위한 방안을 제시하고자 계획되었다. 이를 위해 장애인고용패널조사(PSED) 1차(2008)~7차(2014) 자료를 활용하였으며, 인구학적 특성, 장애관련 특성, 인적자원 특성의 각 요인들이 재취업에 미치는 영향력을 검증하였다. 분석 결과, 기초생활수급자 유무, 장애정도, 건강상태, 자격증 유무, 고용서비스 경험이 재취업에 유의한 영향력을 보이고 있었다. 즉, 기초생활수급자가 아닐수록, 장애정도가 경증이고 건강상태가 좋을수록, 자격증이 있고, 고용서비스 경험이 있는 여성장애인일수록 재취업의 가능성이 높은 것으로 나타났다. 본 연구결과를 토대로 여성장애인의 재취업을 활성화시키기 위해, 여성장애인의 건강을 증진시키는 보건의료정책이 필요함을 강조하며, 특화된 직업훈련 시스템의 도입, 그리고 변화하는 노동시장에 적합한 직종 개발 등의 방안을 제안하였다.

초등 저학년 자녀를 둔 어머니의 2-3학년 시기 양육역량 변화유형과 예측요인: 자기체계역량, 학교생활 파악수준, 담임교사 상담횟수 및 사회관계망 변화를 중심으로 (The Types of Change in Mothers' Parenting Competency During Their Children's 2nd to 3rd Grades of Primary School and Their Predictive Factors: Focusing on the Changes in Self-System Competency, Level of Understanding of School Life, Number of Counseling Sessions, and Social Networking)

  • 최지혜;조혜령;김영선
    • 한국보육지원학회지
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    • 제18권3호
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    • pp.19-36
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    • 2022
  • Objective: This study aimed to analyze the changes and predictive factors of mothers' parenting competencies during their children's second to third grades in primary school. Methods: We used the data from the Panel study of Korean Parental Educational Involvement. We classified 373 mothers into three groups, 'reduced' parenting competency, 'maintained' parenting competency, and 'increased' parenting competency, and conducted one-way variance analysis and multinomial logistic regression analysis. Results: First, the mothers' parenting competency decreased between their children's 2nd year and 3rd year in primary school. Second, the 'reduced', 'maintained', and 'increased' groups differed from each other in the degree of change in self-system competency, level of understanding of school life, number of counseling sessions with homeroom teachers, and social networking. Third, the degree of change in self-system competency and social networking predicted the increase in mothers' parenting competency. The degree of change in self-system competency and the level of understanding of school life predicted the maintenance of mothers' parenting competency. Conclusion/Implications: This study, for the first time, has revealed the change in mothers' parenting competency and its predictive factors after the second year in primary school. How to support the growth of mothers' parenting competency was also discussed.

종사상 지위와 가구 균등화 소득이 치과 의료 미충족에 미치는 영향 : 2018 한국의료패널 자료를 활용한 분석 (The effect of employment status and household equalization income on unmet dental and medical care needs : a study on the application of Korea Medical Panel Data 2018)

  • 이진하;오경재
    • 한국치위생학회지
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    • 제23권2호
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    • pp.125-132
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    • 2023
  • Objectives: This study used the 2018 Korea Health Panel Survey data to analyze factors affecting employment status and income relating to unmet dental and medical care needs. Additionally it investigated measures to reduce oral health inequality among various socioeconomic classes. Methods: Descriptive statistics for the subjects' unmet dental and medical care needs were calculated through chi-square test analysis, and multivariate logistic regression analysis was applied to identify factors affecting the unmet dental and medical care needs. The odds ratio and 95% confidence interval were calculated for each level. These data were analyzed using STATA 17.0 SE (64-bit) version, and the statistical significance level was set to p<0.05. Results: As a result of unmet dental and medical care needs according to general characteristics, the lower the education level (p<0.001), the higher the age (p<0.001) and the lower the household equalization income (p<0.024) and the smoker status (p<0.003) were, respectively. Factors that have a statistically significant impact on unmet dental and medical care needs were divorce, separation and bereavement (p<0.001) in individuals than in married persons, and being smokers than non-smokers (p<0.009). The frequency of unmet dental and medical care needs were found to be lower in the cases of a high school graduate than an elementary school graduate (p<0.018), and of higher household equalization income (p<0.001) than the lowest household equalization income, respectively. Conclusions: It was found that various factors such as age, education level, household equalization income, employment status, type of working hours type, and smoking status affect unmet dental and medical care needs.

생애주기별 민간의료보험 가입 영향 요인 및 의료이용 행태 : 2016~2019년 한국복지패널자료를 사용하여 (Influencing Factors to Enrollment in Private Health Insurance and Medical Use by Life Cycle : Analysis of 2016-2019 Korea Welfare Panel)

  • 김지온
    • 융합정보논문지
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    • 제11권10호
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    • pp.194-204
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    • 2021
  • 본 연구는 생애주기별 민간의료보험 가입 현황 및 가입 요인을 알아보고, 민간의료보험 가입에 따라 생애주기별 의료이용 행태 차이를 파악하고자 시행하였다. 한국복지패널 12차-15차(2016-2019년) 자료를 SPSS 26 프로그램을 사용하여 58,223명의 인구사회학적 및 건강 특성에 따른 민간의료보험의 가입 현황 차이는 Chi-square, 가입 영향 요인은 다항 로지스틱 분석, 의료이용 행태는 평균분석하였다. 분석결과 민간의료보험의 가장 큰 가입요인은 가구소득이었으며, 성장기의 민간의료보험 가입이 생애주기 중 가장 높았고, 가구소득에 의해 복수 가입되었다. 청장년기는 가구소득과 유배우자, 장애가 없는 경우, 중년기는 가구소득과 경제활동, 유배우자, 건강수준이 큰 영향요인으로 나타났다. 노년기의 민간의료보험 가입률이 가장 낮았고, 저소득가구, 낮은 건강수준, 장애가 있는 경우에서 낮았다. 민간의료보험 가입자들의 의료이용 증가도 성장기와 청장년기에 나타났다. 국민건강보험의 보장성 강화와 이를 보충하기 위한 민간의료보험의 역할을 생애주기에 맞춰 정립하여 상호보완적으로 작용하게 하여 의료보장의 사각지대를 없애고, 국민의 건강과 후생을 최대화하여야 할 것이다.

한국의료패널로 본 소득분위에 따른 권역별 건강수준과 의약품 지출 비용 (Regional Health Status and Medicine Expenses by Income Quartile Using the Korea Health Panel)

  • 김윤정;황병덕
    • 보건의료산업학회지
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    • 제11권1호
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    • pp.117-130
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    • 2017
  • Objectives : In this study, 3,107 patients were used to evaluate the impact based on raw data of 2014 and the health status and medical expenses income quintile was collected and data was analyzed. Methods : Analysis method was the average comparison, ANOVA, subjected to a multiple logistic regression analysis, the statistical test was the t-test and the scheffe post verification. Results : Gender(p<.000), age(p<.000), marital status(p<.000) educational status (p<.000), easement(p<.000), medication(p<.000), subjective health status(p<.005) were analyzed. First quintile identified that the highest amount was spent in the Chungcheong region, the 2nd quintile showed that the highest output was in the Gyeongsang region. The 3rd and 4th quintiles indicated that the highest expenditure was in the Seoul metropolitan region. The 5th quintile showed that the Chungcheong was the highest once again and the Jeolla region was the lowest in terms of expediture. Conclusions : Future medical research on income will require the government's Big Data collection to create the primary basis for policy making in order to improve the efficiency, effectiveness and equity of medicine spending.

초등학교 3학년 아동의 학교적응 유형을 예측하는 학습습관과 정서행동문제의 역할 (The Roles of Study Habits and Emotional-behavioral Problems in Predicting School Adjustment Classification Among 3rdGraders)

  • 성미영;장영은;서병태
    • 한국보육지원학회지
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    • 제12권6호
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    • pp.79-102
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    • 2016
  • The purpose of this study was to identify school adjustment groups by applying a Latent Profile Analysis(LPA) and to investigate the effects of children's emotional problems and study habits on determining the membership of these groups. LPA and multiple logistic regression were conducted using the data of 2,200 third-graders from the Korean Children and Youth Panel Study. The results are listed as follows. First, four school adjustment groups were identified: adjustment, approach to adjustment, maladjustment risk, and maladjustment group. Second, accomplishment value and mastery goal orientation were relatively strong predictors of membership of the school adjustment groups. Time management was also a significant variable that predicted the membership of maladjustment or the maladjustment-risk group. Third, attention problems and depression were the most consistent predictors of membership of maladjustment or the maladjustment-risk group. Physical symptoms and social withdrawal were also significant. Based on the results, implications for intervention to promote early school adjustment were discussed.

학령기 및 청소년 초기 흡연행태와 흡연시작에 영향을 주는 요인 (Smoking Behavior and Predictors of Smoking Initiation in Childhood and Early Adolescence)

  • 박선희
    • 대한간호학회지
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    • 제39권3호
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    • pp.376-385
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    • 2009
  • Purpose: The purposes of this study were(a) to identify smoking behavior by following a cohort representative of the population of 4th grade elementary schoolers in South Korea over a four-year period(2004-2007), and(b) to explore predictors of smoking initiation among non-smokers in Wave 1. Methods: Secondary data, the Korea Youth Panel Study, was analyzed in this study. First, frequencies or percentages were calculated to identify smoking behavior(i.e., smoking initiation, smoking intensity, and smoking duration). Second, binary logistic regression analysis was performed to examine significant factors related to smoking initiation. Results: Smoking initiation and daily smoking were more pronounced when the participants entered middle school. In bivariate analysis, statistically significant predictors of smoking initiation were loneliness at school, self-control, delinquent behavior, depressive symptoms, and stress. However, after controlling for other factors, only a high level of risk-taking tendency and a greater number of delinquent behaviors remained statistically significant. Conclusion: Based on greater involvement in smoking among first-year middle schoolers, smoking prevention strategies should be provided to elementary schoolers rather than middle schoolers. A risk-taking tendency and delinquent behaviors should be considered as proxy measures to detect the high-risk group for smoking initiation.

부모의 양육태도와 또래관계 속성이 아동의 휴대전화 의존도 및 활용유형에 미치는 영향 (The effects of parental child-rearing attitudes and peer relationships on children's mobile phone dependency and use type)

  • 임양미
    • 한국생활과학회지
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    • 제23권2호
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    • pp.163-174
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    • 2014
  • This study aimed to discriminate the groups clustered by mobile phone dependency and use type and to explore the quality of parent child-rearing attitudes and peer relationships predicting the types of groups. The subjects were the 688 fourth-grade students participating in the Korea Child Youth Panel Surveys. The data were analyzed with descriptive statistics, cluster analysis, One-way ANOVA and multinominal logistic regressions. The main results of this study were as follows. Firstly, as the result of cluster analysis inputting the mobile phone dependency and use type, the four clustered groups were produced. Secondly, the quality of parent child-rearing attitudes and peer relationships discriminating the four groups were parents' supervision, over-involvement, love, senses of non-alienation from peers and communicating with them. Therefore, this study suggested the parent education and peer-relationship improving program to form children's good habits of mobile phone use.

청소년들의 학업중단 경험 이후 5년 동안 자살시도 예측요인: 종단연구 (Predictors of Suicidal Attempts in Adolescents over 5 Years after Dropout Experience: A Longitudinal Study)

  • 박현주
    • 한국학교보건학회지
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    • 제34권3호
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    • pp.151-160
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    • 2021
  • Purpose: The purpose of this study was to identify predictors of suicidal attempts in adolescents over 5 years after school dropout. Methods: The data of the Panel Survey of School Dropouts (of 2013 to 2017) conducted by the National Youth Policy Institute were analyzed. The analysis used the 2013 survey data as the baseline and examined suicidal attempts from 2013 to 2017. A total of 776 adolescents were included in the analysis. Descriptive statistics, 𝝌2 test, t-test, and multiple logistic regression were carried out using SAS 9.2. Results: About 11% (87 out of 776) of the adolescents with an experience of dropout attempted suicide between 2013 and 2017. The risk of suicidal attempts was significantly lower in female (AOR: 0.57, 95% CI: 0.87~0.93) than in male adolescents. The higher the self-esteem, the lower the risk of suicidal attempts (AOR: 0.87. 95% CI: 0.78~0.97). The higher the depression level (AOR: 1.10, 95% CI: 1.05~1.16) and the rate of parental abuse (AOR: 1.09, 95% CI: 1.02~1.18), the higher the risk of suicidal attempts. Conclusion: The findings of the study suggest that those who are male, depressed, have low self-esteem or have been abused by their parents are at high risk of suicidal attempts among the adolescents with dropout experiences. Therefore, early intervention is necessary for those at high risk.