• 제목/요약/키워드: hierarchical logistic regression

검색결과 121건 처리시간 0.026초

청소년의 성관계 경험 관련요인 (Sexual Intercourse Related Factors of Adolescents)

  • 김종근
    • 대한통합의학회지
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    • 제9권1호
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    • pp.59-67
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    • 2021
  • Purpose : This study examined the factors related to sexual intercourse among adolescents in South Korea. Methods : The study sample was comprised of 65,528 middle and high school students aged 12 to 18 years in 2016. For this study, using the data from the 12th Korea youth risk behavior web-based survey, a chi-squared test, and hierarchical logistic regression analysis we reconducted with the SPSS 22.0 program considering personal, family, school, and regional characteristics. Results : The proportion of adolescents who had sexual intercourse was 6.0 % of boys and 2.7 % of girls, and 6.3 % of high school students and 2.4 % of middle school students. The statistically significant related factors of sexual intercourse were gender, grade, attempted suicide, ever drinking, ever smoking, habitual or purposeful drug use, weekly allowance, and coed school in the final model 4. Adolescents with suicide attempts had 2.49 times more sexual intercourse than adolescents with no experience of suicide attempts. Compared to adolescents without alcohol, smoking, and habitual drug use, those who have experienced alcohol, smoking, habitual or purposeful drug use were 2.22 times, 3.76 times, and 3.39 times more likely to have had sexual intercourse, respectively. Adolescents with a weekly allowance of more than 100,000 won per week and adolescents in coed schools were 2.84 times and 1.40 times more likely to have had sexual intercourse, respectively. Conclusion : Multi-level interventions should be considered in school sexual education programs while considering the substantiality of sex education and the actual adolescents' needs. In addition, sexual health interventions in cyberspace for high-risk groups may be needed to consider the emotional and mental characteristics, given the factors related to sexual intercourse in adolescents.

우리나라 성인의 고감도 C-반응성 단백과 대사증후군의 관련성: 성별 분석 (Association between High Sensitivity C-Reactive Protein and Metabolic Syndrome in South Korea: A Gender-Specific Analysis)

  • 신은영;이용재;김태현;정금지;정우진
    • 보건행정학회지
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    • 제31권2호
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    • pp.158-172
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    • 2021
  • Background: Metabolic syndrome has been known as a risk of cardiovascular disease. Meanwhile, high sensitivity C-reactive protein (hs-CRP) is used as a predictor of cardiovascular disease. In this paper, we aimed to investigate the association between hs-CRP and metabolic syndrome. Method: A total of 7,633 were chosen as the study population from the 7th Korea National Health and Nutrition Examination Survey dataset (2016-2017). Our dependent variable was whether an individual had metabolic syndrome or not, and the independent variable of interest was hs-CRP which was categorized into three groups. The chi-square tests and hierarchical logistic regression analyses reflecting survey characteristics were conducted. All analyses were stratified by gender. Results: According to the adjusted model with all covariates, compared to individuals having the low risk of hs-CRP, those having its average risk were more likely to have metabolic syndrome in men (odds ratio [OR], 1.41; 95% confidence interval [CI], 1.12-1.76) and women (OR, 1.69; 95% CI, 1.33-2.16). Individuals having the high risk was not significantly different in men; however, they were more likely to have metabolic syndrome in women (OR, 2.03; 95% CI, 1.28-3.23). Conclusion: In an upcoming aging society, it is important to reduce the risk of metabolic syndrome to improve population health. This study suggests that hs-CRP may be used as a marker of the risk of metabolic syndrome in a gender-specific way, thereby contributing to enhancing awareness of the risk of metabolic syndrome among the general public.

발달장애인의 차별경험이 취업에 미치는 영향: 가족취업지지의 조절효과 (Discrimination Experience and Employment of People with Developmental Disabilities: Moderating Effect of Family Employment Support)

  • 함현진
    • 디지털융복합연구
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    • 제20권5호
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    • pp.703-712
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    • 2022
  • 본 연구의 목적은 발달장애인의 차별경험과 취업의 관계에서 가족취업지지의 조절효과를 분석하여 발달장애인의 취업을 위한 실천적 함의를 제시하는 데 있다. 연구대상은 2019년도 장애인고용패널조사 2차 웨이브 4차 조사에 참여한 발달장애인 394명이고, 가설검증을 위해 위계적 이항 로지스틱 회귀분석을 실시하였다. 연구 결과 발달장애인의 차별경험은 취업에 부적영향을 미치고, 가족취업지지는 유의미한 조절효과를 보여 차별경험이 취업에 미치는 부적영향을 강화하는 것으로 나타났다. 따라서 발달장애인 가족의 요구를 반영한 근무환경개선과 취업지원정책의 필요성, 국가 및 지역사회와의 신뢰감 강화의 중요성을 논의하였다.

Associations Between Conventional Healthy Behaviors and Social Distancing During the COVID-19 Pandemic: Evidence From the 2020 Community Health Survey in Korea

  • Rang Hee, Kwon;Minsoo, Jung
    • Journal of Preventive Medicine and Public Health
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    • 제55권6호
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    • pp.568-577
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    • 2022
  • Objectives: Many studies have shown that social distancing, as a non-pharmaceutical intervention (NPI) that is one of the various measures against coronavirus disease 2019 (COVID-19), is an effective preventive measure to suppress the spread of infectious diseases. This study explored the relationships between traditional health-related behaviors in Korea and social distancing practices during the COVID-19 pandemic. Methods: Data were obtained from the 2020 Community Health Survey conducted by the Korea Disease Control and Prevention Agency (n=98 149). The dependent variable was the degree of social distancing practice to cope with the COVID-19 epidemic. Independent variables included health-risk behaviors and health-promoting behaviors. The moderators were vaccination and unmet medical needs. Predictors affecting the practice of social distancing were identified through hierarchical multiple logistic regression analysis. Results: Smokers (adjusted odds ratio [aOR], 0.924) and frequent drinkers (aOR, 0.933) were more likely not to practice social distancing. A greater degree of physical activity was associated with a higher likelihood of practicing social distancing (aOR, 1.029). People who were vaccinated against influenza were more likely to practice social distancing than those who were not (aOR, 1.150). However, people with unmet medical needs were less likely to practice social distancing than those who did not experience unmet medical needs (aOR, 0.757). Conclusions: Social distancing practices were related to traditional health behaviors such as smoking, drinking, and physical activity. Their patterns showed a clustering effect of health inequality. Therefore, when establishing a strategy to strengthen social distancing, a strategy to protect the vulnerable should be considered concomitantly.

사회적 폭력경험과 자아존중감이 북한이탈여성의 자살생각에 미치는 영향 (The effect of North Korean Refugee Women's Experiences of Social Violence and Self-esteem on Suicidal Thoughts)

  • 성정현;김지혜
    • 한국콘텐츠학회논문지
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    • 제21권11호
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    • pp.761-772
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    • 2021
  • 본 연구는 직장과 학교 등 사회적 장면에서 경험한 폭력 경험과 자아존중감이 자살 생각에 미치는 영향을 알아보는 데 목적이 있다. 이를 위해 여성가족부(2017)의 북한이탈여성의 폭력피해실태 자료를 활용하여 사회적 폭력 경험 실태를 알아보고, 사회적 폭력 경험과 자아존중감, 자살 생각의 관계를 분석하였다. 분석방법은 기술통계, 상관관계, 위계적 이항 로지스틱 회귀분석 방법을 활용하였다. 연구결과, 북한이탈여성의 사회적 폭력 경험은 자살 생각에 긍정적인 영향을 미쳤으며, 자아존중감은 자살 생각에 부정적인 영향을 미쳤다. 이는 사회적 폭력 경험이 있는 경우 자살 생각을 할 가능성이 크고 자아존중감이 높을수록 자살 생각을 할 가능성이 적다는 것을 의미한다. 본 연구결과를 바탕으로 북한이탈여성의 사회적 폭력 예방, 신체적·정신적 건강 증진, 자아존중감 향상을 위한 실천적 개입 방안을 제시하였다.

Influencing Factors for Sleep Quality among Firefighters: Based on Objective and Subjective Evaluation

  • Jeon, Yeseul;Choi, Heeseung
    • 지역사회간호학회지
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    • 제33권4호
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    • pp.396-407
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    • 2022
  • Purpose: The purpose of this study was to assess insomnia and the quality of sleep, investigate the concordance between objective and self-report sleep patterns, and identify physiological, psychological, and situational factors influencing insomnia and sleep quality among firefighters. Methods: A descriptive, cross-sectional study was conducted with 103 firefighters in Korea. The collected data were analyzed using SPSS 23.0. Descriptive statistics, the independent t-test, and hierarchical logistic regression analysis were performed. Results: Insomnia was found in 66 (64.1 %) of the total subjects, and the average quality of sleep (PSQI) was 5.65 (SD=2.57). Total sleep time (401.00 minutes) and sleep latency (21.60 minutes) measured using self-reported scales were longer than the ones measured using objective measurements by approximately 48.70 and 17.10 minutes, respectively. Factors related to insomnia included the role as a paramedic (OR=4.28, 95% CI: 1.02~17.92), anxiety (OR=1.12, 95% CI: 1.01~1.24), and sedentary lifestyle (OR=0.85, 95% CI: 0.78~0.94), and factors related to sleep quality were physical illness status (OR=5.17, 95% CI: 1.53~17.51) and social support (OR=0.86, 95% CI: 0.78~0.95). Conclusion: The results show a high prevalence of insomnia, poor quality of sleep and the discrepancy between objective and subjective sleep patterns among firefighters. To promote sleep quality and health, early screening and treatment of anxiety and physical illness are required. It is necessary to conduct further studies examining the relationship between physical activity level and sleep.

복지서비스 이용이 저소득가구의 가족갈등에 미치는 영향 : 경제적 어려움과의 상호작용을 통한 고찰 (The effects of the interaction between social service use and economic hardship on the family conflicts among low-income families)

  • 정선영;정현숙
    • 사회복지연구
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    • 제42권1호
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    • pp.5-30
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    • 2011
  • 본 연구의 목적은 복지서비스 이용이 저소득가구의 가족갈등에 미치는 영향을 파악하기 위한 것이다. 이를 위해 한국복지패널 1, 2차 년도에 참여한 1,779가구(중위소득 60% 미만)의 자료를 위계적 로짓 모델로 분석하였으며 주요결과는 다음과 같다. 첫째, 저소득 가구의 복지서비스 이용정도는 매우 낮은 것으로 나타났다. 둘째, 복지서비스를 이용하지 않은 경우에 경제적 어려움의 증가는 가족갈등을 경험할 확률을 증가시켰다. 셋째, 경제적 어려움의 수준이 높아질수록 가족갈등을 완화시키는 복지서비스의 영향력은 증가하였다. 이러한 연구결과를 바탕으로 본 연구는 1) 가족갈등을 완화시키기 위해 경제적 어려움을 경험하는 가구에게 복지서비스가 집중되어야 하고 2) 가족관계 증진 프로그램을 통해 저소득 가구의 경제적·신체적·심리적 부담을 줄여주는 통합적인 복지서비스 제공이 필요하다고 제안하였다.

소액창업 지원서비스 이용에 영향을 미치는 요인 분석 (Determinants of the Utilization of Micro-enterprise Support Services)

  • 정영순;심혜선;김교연
    • 사회복지연구
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    • 제41권4호
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    • pp.135-160
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    • 2010
  • 소액창업자들의 창업지원서비스 접근성을 높이는 방안을 모색하기 위해 본 연구는 창업 운영상의 어려움이 소액창업체의 서비스 이용가능성에 영향을 주는지를 분석하고, 어려움을 통제 시 개인적 특성인 성별, 학력, 창업경험이 서비스 이용가능성에 영향을 주는지를 분석하였다. 연구결과, 자금, 기술, 심리정서, 경영의 8개 영역 중 6개 서비스 영역에서 어려움을 겪는 사람들일수록 서비스 이용가능성이 높아지나 어려움의 영향력은 영역 간 큰 차이를 보였다. 개인적 특성 요인이 서비스 이용가능성에 영향을 주는 영역은 많지 않았으며 영향력도 크지 않았다. 여성이 남성에 비해, 창업경험자가 무경험자에 비해 서비스 이용가능성이 높아지는 것으로 나타났다. 이러한 연구결과는 서비스 영역에 따라서는 어려움을 겪는 사람에게 더 효과적으로 타겟할 수 있는 서비스 전략이 수립되어야 하며, 창업에 취약한 사람들의 서비스 접근성을 높이는 전략도 병행되어야 함을 시사해주고 있다.

개인 건강행태 및 지역보건의료 수준과 치료순응의 관계: 지역사회 건강조사 바탕으로 (A Study on the Relationship between Individual Patient Behavior, Medical Care Level and Therapeutic Compliance: Community Health Survey)

  • 김영란;이태용;박창수
    • 한국산학기술학회논문지
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    • 제17권5호
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    • pp.104-115
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    • 2016
  • 연구목적: 본 연구는 의사로부터 고혈압으로 진단받은 사람들을 대상으로 개인 건강행태 및 지역 보건의료수준이 치료순응에 미치는 영향을 파악하고자 실시하였다. 고혈압 치료순응은 고혈압 약물치료율로 조작적 정의를 하였다. 정의는 의사에게 고혈압을 진단받은 30세 이상 사람 중 현재 혈압 조절약을 한 달(30일)에 20일 이상 복용하고 있는 사람의 분율로 정의하였다. 연구방법: 2010년도 지역사회건강조사대상 만 19세 이상 성인 229,229명을 대상으로 개인특성에 따른 고혈압 치료순응지표의 차이 비교는 카이제곱 검정을 사용하였으며, 개인 및 지역수준 변수를 고려한 고혈압 치료순응의 관련지표의 지역 간 변이 파악은 다수준 로지스틱회귀분석 실시하였다. 통계 프로그램은 SPSS 18.0과 HLM 7(hierarchical linear model)을 이용하였다. 연구결과: 개인 건강행태 및 지역 보건의료수준이 고혈압 치료순응에 미치는 관련성 연구에서 건강행태 및 지역의 보건의료수준에 따라, 치료순응에 미치는 영향이 크다는 것을 알 수 있었다. 결론: 본 연구에서는 지역보건의료 수준의 변수들의 교차비가 높지는 않았지만, 개인수준의 변이에 초점을 맞춘 기존연구와는 달리 지역보건의료수준의 변이를 찾을 수 있었다는데 의의가 있었으며, 추후 많은 연구에서 지역수준을 고려한 다수준 분석이 필요할 것으로 사료된다.

Functional Magnetic Resonance Imaging in the Diagnosis of Locally Recurrent Prostate Cancer: Are All Pulse Sequences Helpful?

  • Liao, Xiao-Li;Wei, Jun-Bao;Li, Yong-Qiang;Zhong, Jian-Hong;Liao, Cheng-Cheng;Wei, Chang-Yuan
    • Korean Journal of Radiology
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    • 제19권6호
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    • pp.1110-1118
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    • 2018
  • Objective: To perform a meta-analysis to quantitatively assess functional magnetic resonance imaging (MRI) in the diagnosis of locally recurrent prostate cancer. Materials and Methods: A comprehensive search of the PubMed, Embase, Cochrane Central Register of Controlled Trials, and Cochrane Database of Systematic Reviews was conducted from January 1, 1995 to December 31, 2016. Diagnostic accuracy was quantitatively pooled for all studies by using hierarchical logistic regression modeling, including bivariate modeling and hierarchical summary receiver operating characteristic (HSROC) curves (AUCs). The Z test was used to determine whether adding functional MRI to T2-weighted imaging (T2WI) results in significantly increased diagnostic sensitivity and specificity. Results: Meta-analysis of 13 studies involving 826 patients who underwent radical prostatectomy showed a pooled sensitivity and specificity of 91%, and the AUC was 0.96. Meta-analysis of 7 studies involving 329 patients who underwent radiotherapy showed a pooled sensitivity of 80% and specificity of 81%, and the AUC was 0.88. Meta-analysis of 11 studies reporting 1669 sextant biopsies from patients who underwent radiotherapy showed a pooled sensitivity of 54% and specificity of 91%, and the AUC was 0.85. Sensitivity after radiotherapy was significantly higher when diffusion-weighted MRI data were combined with T2WI than when only T2WI results were used. This was true when meta-analysis was performed on a per-patient basis (p = 0.027) or per sextant biopsy (p = 0.046). A similar result was found when $^1H$-magnetic resonance spectroscopy ($^1H$-MRS) data were combined with T2WI and sextant biopsy was the unit of analysis (p = 0.036). Conclusion: Functional MRI data may not strengthen the ability of T2WI to detect locally recurrent prostate cancer in patients who have undergone radical prostatectomy. By contrast, diffusion-weight MRI and $^1H$-MRS data may improve the sensitivity of T2WI for patients who have undergone radiotherapy.