• 제목/요약/키워드: Longitudinal data analysis

검색결과 842건 처리시간 0.027초

아급성기 뇌졸중 환자의 체간 조절과 기능적 수행능력과의 관계 (The Relationship Between Postural Control and Functional Performance Ability in Subacute Stroke Patients)

  • 안승헌;조규행
    • PNF and Movement
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    • 제10권3호
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    • pp.7-18
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    • 2012
  • Purpose : This study was to compare the difference Trunk Control Test(TCT), Postural Assessment Scale for Stroke(PASS-TC), and Trunk Impairment Scale(TIS) and its subscales in relation to the difference MBI(Modified Barthel Index), BBS(Berg Balance Scale), and to establish the association between MBI, BBS, Fugl Meyer-motor function(FM-M), and to predict MBI-subscales from the variables. Methods : 58 stroke patients, attending a rehabilitation programme, participated in the study. Trunk control was measured with the use of the TCT, PASS-TC, TIS, and the performance of Activities daily living was obtained by MBI, and dynamic balance ability(by BBS). Trunk control scores from the difference MBI, BBS were compared using the 1-way ANOVA(Mann Whitney U test) and the data were analyzed using Pearson product correlation. Multiple stepwise regression analyses were performed to identify prognostic factors for ADL subscale. Results : Trunk control scores showed significant differences between MBI(F=2.139~13.737, p<.05~.001), BBS(t=3.491~7.705, p<.01~.001). It was significantly related with value of the MBI(r=.25~.50), BBS(r=.38~.68), FMM( r=.31~.48). Stepwise linear regression analysis showed an additional, significant contribution of the TCT, in addition to the PASS-TC, dynamic sitting balance subscale of the TIS for measures of MBI subscales. Conclusion : Measures of trunk control were significantly related with values of MBI, BBS score, so the management of trunk rehabilitation after stroke should be emphasized. The use of both quantitative and qualitative scales was shown to be a good measuring instrument for the classification of the general performance of the stroke patients. Further study about trunk control is needed using a longitudinal study design.

청소년의 신체화 증상과 우울의 관계에 관한 종단연구 (A Longitudinal Study about Relationship between Somatic Symptom and Depression of Adolescents)

  • 박소연
    • 디지털융복합연구
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    • 제19권7호
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    • pp.409-417
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    • 2021
  • 본 연구는 청소년의 우울에 개인 요인, 가족 요인, 학교 요인이 어떠한 영향을 미치는지 파악하고 신체화 증상과 우울 간의 장기적 영향력을 탐색하는 데 그 목적이 있다. 이를 위해 한국아동·청소년패널조사(KCYPS) 중학교 1학년 패널의 4차년도(2013년)와 6차년도(2015년) 2개 연도 자료를 활용하였고 1,668명을 대상으로 구조방정식모형 분석을 실시하였다. 분석 결과, 첫째, 개인 요인에서는 성별, 신체건강 상태, 자아탄력성은 청소년의 우울에 유의미하게 영향을 미쳤다. 둘째, 학교 요인 중 학업적응과 교우관계가 청소년의 우울에 유의미하게 영향을 미쳤다. 셋째, 신체화 증상과 우울은 동시효과와 시간에 따른 자기회귀효과를 보였다. 이러한 결과를 바탕으로 청소년의 신체화 증상과 우울에 대한 예방 및 개입 방안에 대해 논의하였다. 향후 청소년의 우울에 영향을 미치는 부모의 정신건강 변수 등을 포함한 연구가 필요하다.

Effects of Adversities during Childhood on Anxiety Symptoms in Children and Adolescents: Comparison of Typically Developing Children and Attention-Deficit/Hyperactivity Disorder Group

  • Lim, You Bin;Kweon, Kukju;Kim, Bung-Nyun
    • Journal of the Korean Academy of Child and Adolescent Psychiatry
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    • 제32권3호
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    • pp.118-125
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    • 2021
  • Objectives: Childhood adversity is a risk factor for anxiety symptoms, but it affects anxiety symptoms in attention-deficit/hyperactivity disorder (ADHD). The current study aimed to examine the association between childhood adversity and anxiety symptoms in participants with and without ADHD. Methods: Data were obtained from a school-based epidemiological study of 1017 randomly selected children and adolescents. The ADHD and non-ADHD groups were divided using the Diagnostic Interview Schedule for Children Predictive Scale (DPS). The DPS was also used to assess comorbidities such as anxiety and mood disorders. The childhood adversities were assessed using the Early Trauma Inventory Self Report-Short Form, and the anxiety symptoms were assessed using the Screen for Child Anxiety Related Disorders. Linear and logistic regression models were used to investigate the association between childhood adversity and anxiety in the ADHD and non-ADHD groups with adjustments for age and sex. Results: This study found that the ADHD group did not show any significant association between anxiety symptoms and childhood adversities, whereas the non-ADHD group always showed a significant association. In a subgroup analysis of the non-ADHD group, the normal group without any psychiatric disorders assessed with DPS demonstrated a statistically significant association between childhood adversities and anxiety symptoms. These results were consistent with the association between childhood adversities and anxiety disorders assessed using DPS, as shown by logistic regression. Conclusion: The association between anxiety symptoms and childhood adversities statistically disappears in ADHD; ADHD may mask or block the association. Further longitudinal research is necessary to investigate this relationship.

Modeling Survival in Patients With Brain Stroke in the Presence of Competing Risks

  • Norouzi, Solmaz;Jafarabadi, Mohammad Asghari;Shamshirgaran, Seyed Morteza;Farzipoor, Farshid;Fallah, Ramazan
    • Journal of Preventive Medicine and Public Health
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    • 제54권1호
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    • pp.55-62
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    • 2021
  • Objectives: After heart disease, brain stroke (BS) is the second most common cause of death worldwide, underscoring the importance of understanding preventable and treatable risk factors for the outcomes of BS. This study aimed to model the survival of patients with BS in the presence of competing risks. Methods: This longitudinal study was conducted on 332 patients with a definitive diagnosis of BS. Demographic characteristics and risk factors were collected by a validated checklist. Patients' mortality status was investigated by telephone follow-up to identify deaths that may be have been caused by stroke or other factors (heart disease, diabetes, high cholesterol, etc.). Data were analyzed by the Lunn-McNeil approach at alpha=0.1. Results: Older age at diagnosis (59-68 years: adjusted hazard ratio [aHR], 2.19; 90% confidence interval [CI], 1.38 to 3.48; 69-75 years: aHR, 5.04; 90% CI, 3.25 to 7.80; ≥76 years: aHR, 5.30; 90% CI, 3.40 to 8.44), having heart disease (aHR, 1.65; 90% CI, 1.23 to 2.23), oral contraceptive pill use (women only) (aHR, 0.44; 90% CI, 0.24 to 0.78) and ischemic stroke (aHR, 0.52; 90% CI, 0.36 to 0.74) were directly related to death from BS. Older age at diagnosis (59-68 years: aHR, 21.42; 90% CI, 3.52 to 130.39; 75-69 years: aHR, 16.48; 90% CI, 2.75 to 98.69; ≥76 years: aHR, 26.03; 90% CI, 4.06 to 166.93) and rural residence (aHR, 2.30; 90% CI, 1.15 to 4.60) were directly related to death from other causes. Significant risk factors were found for both causes of death. Conclusions: BS-specific and non-BS-specific mortality had different risk factors. These findings could be utilized to prescribe optimal and specific treatment.

미혼 성인자녀 부양부담이 기혼여성의 우울감에 미치는 영향: 부부갈등의 매개효과 (The Effect of Burden of Caring Unmarried Adult Children on Depression of Married Women: Mediating Effect of Couple Conflict)

  • 이재봉;백진아
    • 산업융합연구
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    • 제18권6호
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    • pp.107-117
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    • 2020
  • 본 연구의 목적은 미혼 성인자녀 부양부담감이 기혼 여성의 우울감에 미치는 영향과 그 과정에서 부부갈등의 매개효과를 검증하는데 있다. 이를 위해 여성가족패널(KLoWF) 7차년도 자료를 토대로 베이비부머 남편과 미혼 성인자녀 둔 기혼여성 1,076명을 추출해 구조방정식을 활용하여 분석하였다. 분석결과를 살펴보면 첫째, 미혼 성인자녀 부양부담감은 기혼여성의 우울감에 정(+)적인 영향을 미치고, 부부갈등에도 정(+)적인 영향을 미치는 것으로 확인되었다. 둘째, 부부갈등은 기혼여성의 우울감에 정(+)적인 영향을 미치는 것으로 나타났다. 셋째, 부부갈등은 미혼 성인자녀 부양부담감과 우울감 사이에 부분매개 역할을 하는 것으로 확인되었다. 이와 같은 연구결과를 근거로 기혼여성의 우울감을 낮추고 부부갈등을 해소시키기 위한 다양한 프로그램들을 제시하였다.

Regional Differences in the Effects of Social Relations on Depression Among Korean Elderly and the Moderating Effect of Living Alone

  • Kim, Chanki;Chang, Eun Jee;Kim, Chang-yup
    • Journal of Preventive Medicine and Public Health
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    • 제54권6호
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    • pp.441-450
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    • 2021
  • Objectives: Socioeconomic disadvantages interact with numerous factors which affect geriatric mental health. One of the main factors is the social relations of the elderly. The elderly have different experiences and meanings in their social lives depending on their socio-cultural environment. In this study, we compared the effects of social relations on depression among the elderly according to their living arrangement (living alone or living with others) and residential area. Methods: We defined social relations as "meetings with neighbors" (MN). We then analyzed the impact of MN on depression using data from the Korean Longitudinal Study of Aging Panel with the generalized estimating equation model. We also examined the moderating effect of living alone and performed subgroup analysis by dividing the sample according to which area they lived in. Results: MN was associated with a reduced risk of depressive symptoms among elderlies. The size of the effect was larger in rural areas than in large cities. However, elderly those who lived alone in rural areas had a smaller protective impact of MN on depression, comparing to those who lived with others. The moderating effect of living alone was significant only in rural areas. Conclusions: The social relations among elderlies had a positive effect on their mental health: The more frequent MN were held, the less risk of depressive symptoms occurred. However, the effect may vary depending on their living arrangement and environment. Thus, policies or programs targeting to enhance geriatric mental health should consider different socio-cultural backgrounds among elderlies.

유연성 편평발 청소년에게 적용한 로우다이 테이핑 기법이 동적 균형과 제자리 멀리뛰기에 미치는 영향 (Effect of low-dye taping technique applied to flexible flatfoot adolescents on dynamic balance and long jump in place)

  • 김은자;김진주
    • 문화기술의 융합
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    • 제8권1호
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    • pp.321-329
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    • 2022
  • 유연성 편평발 청소년에게 적용한 로우다이 테이핑 기법이 동적 균형과 제자리 멀리뛰기에 미치는 영향을 알아보았다. 연구의 대상자는 유연성 편평발 청소년 35명으로 탄력 테이프 17명과 비탄력 테이프 17명으로 로우다이 테이핑 기법을 적용하였다. 본 연구의 자료분석은 t-test 활용하여 그룹 중재 적용 전과 적용 후, 그리고 각각의 그룹간을 비교하였다. 연구 결과 동적 균형과 제자리 멀리뛰기에서 중재 적용 전과 적용 후에 유의한 결과가 나타났으며(p<.05), 각각의 그룹 간 비교에서 유의한 차이가 나타나지 않았다(p>.05). 결론적으로 유연성 편평발의 청소년에게 적용된 로우다이 테이핑 기법은 동적 균형과 제자리 멀리뛰기에 효과가 있으며, 로우다이 테이핑은 안쪽 세로활 상승의 즉각적 효과를 보기 위한 중재 방법으로 적절하다.

딥러닝의 패턴 인식능력을 활용한 주택가격 추정 (How the Pattern Recognition Ability of Deep Learning Enhances Housing Price Estimation)

  • 김진석;김경민
    • 한국경제지리학회지
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    • 제25권1호
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    • pp.183-201
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    • 2022
  • 주택가격을 정확히 추정하기 위한 많은 연구가 진행되어 왔다. 선행연구들은 주택의 고유 특성과 인근 지역 특성을 통제하는 계량경제모형을 활용한 분석이 많았다. 본 연구에서는 인공신경망 모형(ANN)을 활용하여 주택가격을 추정하였다. 딥러닝 기술의 장점은 변수 간의 복잡하고 비선형적인 특성을 모델링하고 데이터의 패턴을 인식할 수 있다는 것이다. 본 연구에서는 부동산 시장에서 공간적 분포도 패턴으로 인식할 수 있다는 가정하에 지리좌표를 설명변수로 ANN에 투입하였다. 선형회귀분석과 ANN 모형 간 비교 결과, 선형 모형 대비 ANN 모형의 설명력이 높았으며, 특히 ANN 모형은 지리좌표를 투입하였을 때 더 높은 정확도를 보여주었다. 또한 ANN 모형의 경우 지리좌표를 통해 모형 잔차의 공간적 자기 상관성이 크게 감소하였다는 점을 확인하였다. 이를 통해 ANN 모형의 패턴인식 능력을 활용하면 공간적 패턴을 학습시킴으로써 주택가격을 정확히 추정할 수 있음을 밝혔다.

The Effect of IADL on life satisfaction in the elderly with dementia and mild cognitive impairment: Multiple Mediating Effects of Subjective Expectation and Depression

  • Lee, Hyoung-Ha
    • 한국컴퓨터정보학회논문지
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    • 제27권7호
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    • pp.125-135
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    • 2022
  • 본 연구에서는 제7차 고령화연구패널조사(KLoSA) 데이터를 활용하여 치매 및 경도인지장애 노인의 IADL이 삶의 만족에 영향을 미치는데 주관적 기대감과 우울이 다중매개효과를 가지는지를 검증하였다. 분석결과, 첫째, 치매 및 경도인지장애 노인의 IADL이 높을수록 주관적 기대감은 낮아지고, 우울은 높아지며, 삶의 만족은 낮아지는 것으로 분석되었다. 둘째, 치매 및 경도인지장애 노인의 주관적 기대감이 높아질수록 우울은 낮아지고, 삶의 만족은 높아지는 것으로 분석되었다. 셋째, 치매 및 경도인지장애 노인의 IADL은 삶의 만족에 직접적인 영향을 미치며, 주관적 기대감과 우울을 통해 삶의 만족에 간접적인 영향을 미치고 있어 다중매개효과가 있는 것으로 분석되었다. 따라서 치매 및 경도인지장애 노인의 일상생활제한을 지원할 수 있는 서비스 제공기관의 확대와 우울증 감소를 위한 전문가의 주기적인 프로그램 제공, 부양자에 대한 국민연금의 부과급여 신설을 통한 주관적 기대감의 확대가 필요하다.

Curvature-based analysis of concrete beams reinforced with steel bars and fibres

  • Kaklauskas, Gintaris;Sokolov, Aleksandr;Shakeri, Ashkan;Ng, Pui-Lam;Barros, Joaquim A.O.
    • Structural Engineering and Mechanics
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    • 제81권3호
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    • pp.349-365
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    • 2022
  • Steel fibre-reinforced concrete (SFRC) is an emerging class of composite for construction. However, a reliable method to assess the flexural behaviour of SFRC structural member is in lack. An analytical technique is proposed for determining the moment-curvature response of concrete beams reinforced with steel fibres and longitudinal bars (R/SFRC members). The behaviour of the tensile zone of such members is highly complex due to the interaction between the residual (tension softening) stresses of SFRC and the tension stiffening stresses. The current study suggests a transparent and mechanically sound method to combine these two stress concepts. Tension stiffening is modelled by the reinforcement-related approach assuming that the corresponding stresses act in the area of tensile reinforcement. The effect is quantified based on the analogy between the R/SFRC member and the equivalent RC member having identical geometry and materials except fibres. It is assumed that the resultant tension stiffening force for the R/SFRC member can be calculated as for the equivalent RC member providing that the reinforcement strain in the cracked section of these members is the same. The resultant tension stiffening force can be defined from the moment-curvature relation of the equivalent RC member using an inverse technique. The residual stress is calculated using an existing model that eliminates the need for dedicated mechanical testing. The proposed analytical technique was validated against test data of R/SFRC beams and slabs.