• 제목/요약/키워드: Longitudinal Data

검색결과 1,673건 처리시간 0.033초

세대 간 거주근접성과 부모의 정신 및 신체 건강 : 부모 연령, 성인자녀 성별의 조절효과분석 (The effects of residential proximity on parents' mental and physical health: Parental age and the adult child's gender as moderators)

  • 남보람;최희정
    • 한국가족관계학회지
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    • 제23권2호
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    • pp.111-131
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    • 2018
  • Objectives: This study examined the effects of residential proximity to adult children on the mental and physical health of middle-aged and older parents. The study also evaluated whether the parental age and gender of the adult child in closest proximity to the parent might moderate the association. Method: Data were drawn from five waves of the Korean Longitudinal Study of Aging(2006-2014). The analytic sample consisted of 7,359 parents aged 45 or older who had at least one non-coresidential adult child aged 19 or older. The analyses were conducted by estimating a series of fixed effects models while adjusting for the nested structure of the data. Results: The results showed that first, a closer distance between an adult child and the parent was generally associated with the parent experiencing a decrease in depressive symptoms. Yet, the mental health benefit was smaller for parents aged 65 years or older whose closest living adult child was a son. Second, a closer distance was observed to affect chronic illness only among middle-aged parents (aged 45 to 64). When the closest living adult child was a daughter, the middle-aged parent experienced deterioration in their chronic illness. On the other hand, the opposite pattern was observed when the closest living adult child was a son. Conclusions: The parental age and gender of the adult child in closest proximity to the parent might have varying effects on parents' health. A closer distance between an adult child and their parent has a positive impact on the mental health of the parent as a whole, whereas the effect of living closer was mixed in relation to the parental physical health.

An analytical model for PVC-FRP confined reinforced concrete columns under low cyclic loading

  • Fang, Yuan;Yu, Feng;Chen, Anchun;Wang, Shilong;Xu, Guoshi
    • Structural Engineering and Mechanics
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    • 제77권2호
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    • pp.179-196
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    • 2021
  • Experimental investigations on the seismic behaviors of the PVC-FRP Confined Reinforced Concrete (PFCRC) columns under low cyclic loading are carried out and two variable parameters including CFRP strips spacing and axial compression ratio are considered. The PFCRC column finally fails by bending and is characterized by the crushing of concrete and yielding of the longitudinal reinforcement, and the column with a high axial compression ratio is also accompanied by the cracking of the PVC tube and the fracture of CFRP strips. The hysteretic curves and skeleton curves of the columns are obtained from the experimental data. With the increase of axial compression ratio, the stiffness degradation rate accelerates and the ductility decreases. With the decrease of CFRP strips spacing, the unloading sections of the skeleton curves become steep and the ductility reduces significantly. On the basis of fiber model method, a numerical analysis approach for predicting the skeleton curves of the PFCRC columns is developed. Additionally, a simplified skeleton curve including the elastic stage, strengthening stage and unloading stage is suggested depending on the geometric drawing method. Moreover, the loading and unloading rules of the PFCRC columns are revealed by analyzing the features of the skeleton curves. The quantitative expressions that are used to predict the unloading stiffness of the specimens in each stage are proposed. Eventually, an analytical model for the PFCRC columns under low cyclic loading is established and it agrees well with test data.

유로 단면의 기하학적 특성을 이용한 하상변화량 분석 (Analysis of bed change based on the geometric characteristics of channel cross-sections)

  • 고주석;이경수;곽성현;류시완
    • 한국수자원학회논문집
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    • 제53권12호
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    • pp.1097-1107
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    • 2020
  • 본 연구에서는 하도단면의 기하학적 특성과 그에 관한 특성값들의 종방향 변화를 통해 하천지형의 시·공간적 변화양상을 파악하기 위한 방법론을 제안하고자 한다. 이를 위해 낙동강 구미보 ~ 칠곡보 구간에 대한 음향측심기를 이용한 상세 수심측량을 통해 하상에 대한 3차원 공간정보를 취득하였다. 취득된 자료를 이용하여 기준단면에 대한 기하학적 정보를 추출하였다. 추출된 하천단면의 기하특성치들을 비교함으로써 특정 하도구간에서의 지형 특징을 파악할 수 있었다. 과거 측량성과와의 비교를 통해 단면변화량과 체적하상변동량을 정량적으로 파악할 수 있었다. 향후 본 연구에서 제안한 방법의 다양한 하천구간에서 대한 적용을 통해 하천지형변화에 대한 정량적 평가방법을 제시할 것으로 기대하는 바이다.

폐암 환자의 외상 후 성장에 영향을 미치는 요인 (Factors Influencing Posttraumatic Growth in Patients with Lung Cancer)

  • 김영숙;문진하;이영숙;김연우;허규림;오순금
    • 임상간호연구
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    • 제27권1호
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    • pp.98-108
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    • 2021
  • Purpose: This study was conducted to identify the factors influencing the posttraumatic growth (PTG) in patients with lung cancer and to provide basic data for nursing intervention development to improve PTG and adaptation. Methods: The study included 126 non-small cell lung cancer patients initially diagnosed at the Lung Cancer Center, C University Hospital in S city, Gyeonggi-do. Patients were asked to complete a questionnaire consisting of demographic characteristics, disease characteristics, posttraumatic growth, cancer coping, social support, and resilience. Data were analyzed using t-tests, ANOVA, and Pearson's correlation and multiple regression analysis. Results: The mean score for PTG in lung cancer patients was 56.39, cancer coping was 61.31, social support was 61.09, and resilience was 92.77. Significant positive correlations were found for PTG and cancer coping (r=.75, p<.001), social support (r=.52, p<.001) and resilience (r=.63, p<.001). Factors contributing to PTG of lung cancer patients were cancer coping (β=.53 p<.001), perceived health status(β=.20, p=.002), resilience (β=.21, p=.010) and importance of religion (β=.15, p=.013). This model explained about 64.0% of variances of PTG (F=29.58, p<.001). Conclusion: It is necessary to develop new nursing intervention programs to improve PTG for patients with lung cancer based on strategies to enhance coping and resilience to recovery. Longitudinal studies examining temporal changes in PTG among patients with lung cancer are suggested for future studies in this regard.

최근 10년간 한국인 대상 대사증후군 예측 모델에 대한 체계적 문헌고찰 (Metabolic Syndrome Prediction Model for Koreans in Recent 20 Years: A Systematic review)

  • 성대경;정경식;이시우;백영화
    • 한국콘텐츠학회논문지
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    • 제21권8호
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    • pp.662-674
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    • 2021
  • 대사증후군은 심혈관질환과 밀접한 연관성을 가지며, 최근 대사증후군의 예측을 통한 예방에 관심이 증가하고 있다. 본 연구의 목적은 최근 한국인을 대상으로 한 대사증후군의 발병을 예측하는 논문을 수집, 분석, 종합하여 체계적 문헌고찰을 위한 것이다. 체계적 문헌고찰을 위해 자료검색은 Pubmed, WOS의 해외DB와 DBPia, KISS의 국내DB에서 검색하였으며, 'Metabolic Syndrome', 'predict', 'Korea' 세개의 키워드를 AND 조건으로 2011~2020년에 게재된 논문을 대상으로 검색하였다. 총 560편의 논문이 검색되었고 자료선정기준에 따라 최종 22편의 논문이 선별되었다. 대사증후군 예측에 가장 활용도가 높은 변수는 WHtR(AUC=0.897)이고, 가장 많이 사용된 분석방법은 로지스틱 회귀분석(63.6%), 가장 높은 정확도를 보이는 분석방법은 XGBOOST(AUC=0.879)였다. 또한 한의학적 체질 분류를 적용하는 경우 예측 정확도가 약간 향상되었다. 본 연구 결과를 토대로 한국인의 최적의 대사증후군 예측과 관리를 위한 대규모의 지속적 연구가 수반되어야 할 것으로 생각된다.

인공지능을 이용한 학습부진 특성 추출 및 예측 모델 연구 (Extracting characteristics of underachievers learning using artificial intelligence and researching a prediction model)

  • 양자영;문경희;박성호
    • 한국정보통신학회논문지
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    • 제26권4호
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    • pp.510-518
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    • 2022
  • 국가수준에서 시행되는 진단평가는 학교에서 학습부진이 있는 학생을 조기 발견하는 것이 매우 중요하다. 본연구는 부산교육종단의 2019년 중학교 1학년의 데이터를 입력하여 2020년 성취여부를 판별하는 인공지능 모델을 구축하고 분석하였다. 머신러닝 알고리즘으로 중학교 국어, 영어, 수학 기초학력을 예측하는 예측모형을 개발하고, 다음 학년 예측에도 78%, 82%, 83% 의 정확도를 보이는 것을 확인하였다. 또한, 중학교 과목별 성취예측 의사결정트리를 그려서 과정을 분석해보면서, 성취 예측에 영향을 미치는 특성들은 어떠한 것들이 있는지 살펴보았다.

The Relationship between Cultural Adaptation Stress and Life Satisfaction of Multicultural adolescents

  • Kim, Hyung Hee;Chun, Jong soon
    • 한국컴퓨터정보학회논문지
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    • 제27권4호
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    • pp.119-125
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    • 2022
  • 본 연구에서는 다문화청소년의 문화적응스트레스와 삶의 만족도 간의 경로에서 자아존중감과 학교생활적응의 매개효과를 살펴보고, 다문화청소년의 삶의 만족도 수준 향상 방안을 제안하고자 한다. 이를 위한 분석자료로 한국청소년 정책연구원의 다문화 청소년 4차, 5차, 6차 패널 데이터를 활용하였으며, 통계 프로그램 SPSS 23.0과 Amos 23.0 version을 이용한 다변량 잠재성장모형 분석을 실시하였다. 또한, 팬텀변수를 이용하여 자아존중감과 학교생활적응의 개별 매개효과를 검증하였다. 분석결과, 자아존중감과 학교생활 적응의 개별 매개효과를 확인할 수 있었으며, 이런 결과는 다문화 청소년의 삶의 만족도에 영향을 미치는 자아존중감과 학교생활 적응 수준 향상을 위해 다각적인 차원의 노력이 필요함을 시사한다. 이에 본 연구에서의 결과를 토대로 다문화청소년의 삶의 만족도 수준 향상을 위한 실천적인 방안을 구체적으로 제시하였다.

노인구강건강평가지수(GOHAI)와 낙상 경험의 관련성: 고령화연구패널조사(KLoSA) 2018년도 제7차 자료를 이용하여 (Relevance between Geriatric Oral health Assessment (GOHAI) and Falls : Using KLoSA 2018 7th Data)

  • 김세연;김재현
    • 한국병원경영학회지
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    • 제26권4호
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    • pp.51-58
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    • 2021
  • Purpose: This study is based on the results of previous studies that falls, which is a frequent social problem, causes physical, mental and social health problems in the elderly. In order to identify risk factors for falls in the elderly, this study derives a relationship with oral health and proposes the necessity of oral health care as part of countermeasures to prevent falls in the elderly. Methodology: The final 6,936 people were analysed using the 2018 Korean Longitudinal Study of Ageing(KLoSA) survey data, and the analysis was conducted using the multiple logistic and multiple regression analysis to investigate the relationship between Geriatric Oral Health Assessment Index (GOHAI) and falls experience. Findings: As a result of the analysis in this study, the number of falls experiences and whether or not falls were higher in the elderly female group than in the male group. The likelihood of falls experience has been statistically reduced as Geriatric Oral Health Assessment Index increases by one unit.(OR : 0.991) The number of falls has also been statistically reduced as Geriatric Oral Health Assessment Index increase by one unit.(B : -0.001) Practical Implications: The results of this study, which showed that higher Geriatric Oral Health Assessment Index was lower risk of falls, explained by the connection that oral health may affect nutritional intake, which leads to sarcopenia and physical loss, which in turn increases the risk of falls. As a way to solve the fall problem, efforts should be made to improve the oral health of the elderly, and furthermore, the importance of nutrition management thorugh oral health care of the elderly is increasd.

The Relationship between Parkinson's Disease and Acute Myocardial Infarction in Korea : A Nationwide Longitudinal Cohort Study

  • Sheen, Seung Hun;Hong, Je Beom;Kim, Hakyung;Kim, Jimin;Han, In-bo;Sohn, Seil
    • Journal of Korean Neurosurgical Society
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    • 제65권4호
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    • pp.507-513
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    • 2022
  • Objective : The goal of the following statewide age and gender-coordinated cohort study in Korea is to find out if there is a link between acute myocardial infarction (AMI) and Parkinson's disease (PD). Methods : Utilizing the National Health Insurance Sharing Service cohort, patient data were collected. Six thousand four hundred seventy-five individuals with PD were distinguished by utilizing the International Classification of Diseases 10 code G20 and have enrolled in the PD group. The number of participants decreased to 5259 after excluding 1039 patients who were hospitalized less than one time or who visited an outpatient clinic less than twice. Then, 26295 individuals were selected as part of the control group after case control matching was conducted through 1 : 5 age- and gender-coordinated matching. The Cox proportional hazard regression analysis and Kaplan-Meier method were utilized to analyze the likelihood of AMI in PD. Results : After controlling for age and gender, the hazard ratio of AMI in the PD group was 3.603 (95% confidence interval [CI], 2.837-4.577). After that, the following hazard ratio of AMI in the PD group was modified against for co-morbid medical disorders, resulting in 3.551 (95% CI, 2.795-4.511). According to a subgroup analysis, in males and females aged <65 and aged ≥65 and in the non-diabetes and diabetes, hypertension and non-hypertension, dyslipidemia and non-dyslipidemia subgroups, the AMI incidence rates were dramatically higher in the PD group compared to that of the control. Conclusion : Individuals with PD have a greater chance of AMI, according to this cross-national study.

Mediating Effect of Cognitive Function on the Relationship Between Geriatric Oral Health and Quality of Life Among Korean Seniors

  • Chang, Eun Jee;Woo, Hyun-Jae;Jeong, Kyu-Hyoung
    • Journal of Preventive Medicine and Public Health
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    • 제55권1호
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    • pp.106-113
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    • 2022
  • Objectives: Previous studies have found that the oral health of seniors can affect their physical nutrition and quality of life (QoL). Additionally, poor oral health can lead to the development of dementia, which is associated with decreased cognitive function. This study aimed to examine the impact of geriatric oral health (GOH) on the QoL of Korean seniors and the mediating effects of cognitive function. Methods: We used data from the seventh Korean Longitudinal Study of Aging conducted in 2018. In total, 4049 seniors were included in our study. We analyzed the impact of GOH on QoL according to 5 mediating domains of cognitive function and control variables. To examine each path of mediating effects, bootstrapping with 5000 iterations was performed with 95% confidence intervals. Results: Our findings revealed that good GOH had a positive effect on the QoL of seniors. Also, better GOH corresponded to a higher degree of cognitive function within all 5 domains: orientation, memory registration, attention/calculation, memory recall, and language and visuospatial ability. In addition, 3 domains of the 5 domains (attention/calculation, memory recall, and language and visuospatial ability) had significant mediating effects on the relationship between GOH and QoL. Conclusions: This study suggests that adequate management of GOH is crucial for promoting a better QoL and a high degree of cognitive function among seniors. To prevent cognitive impairment, such as dementia, future studies should take a more targeted approach by examining data according to each cognitive domain and various socio-demographic factors.