• Title/Summary/Keyword: binary logistic regression analysis

검색결과 248건 처리시간 0.021초

Associations Between Compliance With Non-pharmaceutical Interventions and Social-distancing Policies in Korea During the COVID-19 Pandemic

  • Hwang, Yu Seong;Jo, Heui Sug
    • Journal of Preventive Medicine and Public Health
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    • 제54권4호
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    • pp.230-237
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    • 2021
  • Objectives: This study explored changes in individuals' behavior in response to social distancing (SD) levels and the "no gatherings of more than 5 people" (NGM5) rule in Korea during the coronavirus disease 2019 (COVID-19) pandemic. Methods: Using survey data from the COVID-19 Behavior Tracker, exploratory factor analysis extracted 3 preventive factors: maintenance of personal hygiene, avoiding going out, and avoiding meeting people. Each factor was used as a dependent variable. The chisquare test was used to compare differences in distributions between categorical variables, while binary logistic regression was performed to identify factors associated with high compliance with measures to prevent transmission. Results: In men, all 3 factors were significantly associated with lower compliance. Younger age groups were associated with lower compliance with maintenance of personal hygiene and avoiding meeting people. Employment status was significantly associated with avoiding going out and avoiding meeting people. Residence in the capital area was significantly associated with higher compliance with personal hygiene and avoiding venturing out. Increasing SD levels were associated with personal hygiene, avoiding going out, and avoiding meeting people. The NGM5 policy was not significantly associated with compliance. Conclusions: SD levels, gender, age, employment status, and region had explanatory power for compliance with non-pharmaceutical interventions (NPIs). Strengthening social campaigns to inspire voluntary compliance with NPIs, especially focused on men, younger people, full-time workers, and residents of the capital area is recommended. Simultaneously, efforts need to be made to segment SD measures into substrategies with detailed guidance at each level.

간접흡연자의 요코티닌과 치주질환의 관련성에 관한 융합연구 (The Urine Cotinine level and Periodontal Disease among Environmental Tobacco Smoke Exposure on Convergence study)

  • 김송숙
    • 한국융합학회논문지
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    • 제9권12호
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    • pp.295-299
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    • 2018
  • 본 연구의 목적은 30세이상 성인을 대상으로 간접흡연노출과 치주질환과의 관련성을 파악하고자 하였다. 연구자료는 2014년, 2015년 국민건강영양조사 자료를 이용하였으며, 5,146명을 최종분석대상자로 선정하였다. 치주질환은 지역사회 치주지수로 파악하였다. 이분형 로지스틱회귀분석을 이용하였으며, 95% 신뢰구간을 산출하였다. 본 연구결과 성별, 연령, 교육수준, 그리고 수입을 보정한 경우에서 요코티닌 수준이 50ng/mL미만에 비해 550ng/mL이상인 경우에서 치주질환 위험이 2.08배(95% CI=1.73-2.50) 높게 나타났다. 요코티닌 수준과 치주질환 위험 증가에 대한 용량-반응관계가 나타났다. 본 연구결과 간접흡연자에서 요코티닌 수준이 증가할수록 치주질환 위험이 증가하는 것으로 나타났다. 향후 간접흡연에 대한 노출을 감소시키기 위해 흡연자의 자발적인 금연참여를 권장하여야 할 것이다.

대학생의 과민성 장 증후군의 유병률과 영향요인 (Prevalence and Factors related to Irritable Bowel Syndrome in University Students)

  • 박진희;정영미;이혜진;서지영
    • 기본간호학회지
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    • 제25권4호
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    • pp.282-292
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    • 2018
  • Purpose: The purpose of this study was to identify the prevalence of irritable bowel syndrome and factors related to irritable bowel syndrome (IBS) in university students. Methods: A cross-sectional, descriptive study was conducted using a self-report structured questionnaire with 420 university students. Data collection was done during May and June, 2017. The data were analyzed using descriptive statistics, a t-test, $x^2$ test, and binary logistic regression analysis with IBM SPSS/WIN 22.0 program. Results: The prevalence for IBS was 24% among Korean university students. Family history of IBS (OR=2.98, 95% CI=1.32~6.70), history of stomach and intestinal disease (OR=2.24, 95% CI=1.36~3.77), sleep quality (OR=2.01, 95% CI=1.16~3.48), mild anxiety (OR=2.75, 95% CI=1.19~6.33) and more than moderate anxiety (OR=2.02, 95% CI=1.02~4.00) were found to be factors related to IBS. Conclusion: The prevalence of IBS was high among university students, and sleep quality and anxiety significantly influenced prevalence of IBS in these students. Therefore, interventions to decrease symptom of IBS must focus on management of sleep quality and anxiety.

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.

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.

A Retrospective Study of Canine Primary Glaucoma (2011-2020)

  • Yun, Seongjin;Kang, Seonmi;Kim, Youngsam;Seo, Kangmoon
    • 한국임상수의학회지
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    • 제39권4호
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    • pp.162-167
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    • 2022
  • To determine the prevalence of breed, age, and sex of canine primary glaucoma by comparing previous reports in Korea. We included the medical records of dogs diagnosed with primary glaucoma who visited the veterinary medical teaching hospital of Seoul National University (SNU) from January 2011 to December 2020 and investigated their breed, age, and sex. All the patients underwent a full ophthalmic examination. We analyzed the results using a binary logistic regression analysis based on the Jindo dog, which was close to the mean value of the primary glaucoma incidence rate. Of the 14,587 dogs treated at the veterinary medical teaching hospital of SNU, 107 (0.73%) were diagnosed with primary glaucoma. Glaucoma occurred in 14 breeds, including the American Cocker Spaniel, Shih Tzu, Maltese, Pomeranian, Jindo dog, Mixed Breed, Pekinese, Toy Poodle, Samoyed, Shiba Inu, Miniature Pinscher, Boston Terrier, Labrador retriever, and Yorkshire Terrier. The mean age of onset of primary glaucoma was 7.8 ± 2.3 years. Primary glaucoma was observed in 53 spayed females, 11 females, 38 castrated males, and five males. Regardless of neutralization, the ratio of females to males was 1.5:1. This study showed that primary glaucoma was significantly higher in American Cocker Spaniels and higher in Shih Tzus than other breeds in Korea; they had the highest incidence of primary glaucoma at 7 and 8 years of age, respectively. Therefore, the two breeds should be carefully monitored for the occurrence of primary glaucoma when they approach 7 years of age.

Ovarian volume is more closely related to the different manifestations of polycystic ovary syndrome than follicle number per ovary

  • Shazia Afrine;Jasmine Ara Haque;Md Shahed Morshed;Hurjahan Banu;Ahmed Hossain;Muhammad Abul Hasanat
    • Clinical and Experimental Reproductive Medicine
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    • 제50권3호
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    • pp.200-205
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    • 2023
  • Objective: Polycystic ovary (PCO), a diagnostic component of polycystic ovary syndrome (PCOS), requires either an ovarian volume (OV) criterion or a follicle number per ovary (FNPO) criterion. This study investigated the association of OV and FNPO criteria with various manifestations of PCOS. Methods: This cross-sectional study was conducted at a university hospital among 100 patients newly diagnosed with PCOS (according to the revised Rotterdam criteria). Fasting blood samples were collected to measure glucose, total testosterone (TT), luteinizing hormone (LH), follicle-stimulating hormone (FSH), lipid, insulin, and hemoglobin A1c levels. An oral glucose tolerance test was performed. Transabdominal or transvaginal ultrasound of the ovaries was done, depending on patients' marital status. All investigations were conducted in the follicular phase of the menstrual cycle. OV >10 mL and/or FNPO ≥12 indicated PCO. A homeostasis model assessment of insulin resistance (IR) value ≥2.6 indicated IR, and metabolic syndrome (MS) was defined according to the international harmonization criteria. Results: Seventy-six participants fulfilled the OV criterion, 70 fulfilled the FNPO criterion, and 89 overall had PCO. Both maximum OV and mean OV had a significant correlation with TT levels (r=0.239, p=0.017 and r=0.280, p=0.005, respectively) and the LH/FSH ratio (r=0.212, p=0.034 and r=0.200, p=0.047, respectively). Mean OV also had a significant correlation with fasting insulin levels (r=0.210, p=0.036). Multivariate binary logistic regression analysis showed that IR (odds ratio [OR], 9.429; 95% confidence interval [CI], 1.701 to 52.271; p=0.010) and MS (OR, 7.952; 95% CI, 1.821 to 34.731; p=0.006) had significant predictive associations with OV alone, even after adjustment for age and body mass index. Conclusion: OV may be more closely related to the androgenic and metabolic characteristics of PCOS than FNPO.

전기와 후기 노인의 사회적 차별 경험이 우울증에 미치는 요인: 도시와 농촌의 비교를 중심으로 (Factors Effecting Social Discrimination Experience in the Early and Late Older on Depression: Focusing on the Comparison between City and Rural Areas)

  • 양세정;이현숙
    • 보건행정학회지
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    • 제33권1호
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    • pp.75-84
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    • 2023
  • Background: The purpose of this study was to identify the factors affecting social discrimination experience on depression in the early and late elderly by region. Methods: This study used data from the National Survey of Older Koreans 2020. The subject of the study was the elderly aged 65 or older, and it was analyzed as those who responded. In order to analyze the effect of social discrimination experiences on depression, it was analyzed through binary logistic regression analysis. Results: The results of this study showed that the elderly who experienced social discrimination had a significant effect on depression. In addition, when four groups experienced social discrimination when using restaurants or coffee shops, depression was commonly affected. In addition, when both city and rural areas experience social discrimination when using sales facilities in social discrimination in the elderly, city areas are 2.21 times more likely to experience depression and 3.52 times more likely to experience depression in rural areas. The late elderly are more likely to experience 3.04 times more likely to experience social discrimination when using restaurants or coffee shops in city areas, and 3.03 times more likely to experience depression when experiencing social discrimination to make major decisions in the family in rural areas. Conclusion: In conclusion, it is necessary to prepare alternatives to prevent depression and improve mental health suitable for the characteristics of age and residential area. In addition, it suggests that personal and social efforts are needed to solve the problem of social discrimination in order to reduce depression in the elderly.

Associations Between Indoor Air Pollutants and Risk Factors for Acute Respiratory Infection Symptoms in Children Under 5: An Analysis of Data From the Indonesia Demographic Health Survey

  • Ichtiarini Nurullita Santri;Yuniar Wardani;Yohane Vincent Abero Phiri;Gunchmaa Nyam;Tyas Aisyah Putri;Khoiriyah Isni;Dyah Suryani;Grace Sambo
    • Journal of Preventive Medicine and Public Health
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    • 제56권3호
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    • pp.255-263
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    • 2023
  • Objectives: The study investigated the association between indoor air pollution (IAP) and risk factors for acute respiratory infection (ARI) symptoms in children under 5 years of age. Methods: A cross-sectional study was conducted using data derived from Indonesia Demographic and Health Survey in 2017. Binary logistic regression modeling was employed to examine each predictor variable associated with ARI among children under 5 years of age in Indonesia. Results: The study included a total of 4936 households with children. Among children under 5 years old, 7.2% reported ARI symptoms. The presence of ARI symptoms was significantly associated with the type of residence, wealth index, and father's smoking frequency, which were considered the sample's socio-demographic characteristics. In the final model, living in rural areas, having a high wealth index, the father's smoking frequency, and a low education level were all linked to ARI symptoms. Conclusions: The results revealed that households in rural areas had a substantially higher level of reported ARI symptoms among children under 5 years old. Furthermore, the father's smoking frequency and low education level were associated with ARI symptoms.

FTT를 활용한 입찰실무자의 입찰담합 가능성 예측 연구 (A Study on Predicting the Potential for Bid-Rigging among Bidders using FTT in Public Construction Projects)

  • 조진호;신영수;김병수
    • 한국건설관리학회논문집
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    • 제24권6호
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    • pp.36-44
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    • 2023
  • 입찰담합에 따른 공공재정 손실, 경쟁 저해, 신뢰 하락 등의 문제에 대응하기 위해, 공공 건설공사 입찰실무자의 담합 가능성을 예측하고 대응 방안을 개발하는 것을 목적으로 한다. 이를 위해 FTT (Fraud Triangle Theory)의 기회, 압력, 합리화 요인을 분석하여 입찰담합 예방 및 대응 방안을 도출한다. 종합·전문 건설업체의 입찰실무자를 대상으로 한 설문 조사를 통해 FTT 연구모형을 검증하고, 결과를 통해 입찰실무자의 담합 가능성을 예측하는 데 활용한다. 연구 결과, 압력이 높을수록, 기회가 많을수록, 합리화가 강할수록 개인의 담합 가능성이 커지는 것을 확인하였다. 또한, 기회가 많을수록, 합리화가 강할수록 타인의 담합 가능성도 커지는 것을 알 수 있었다. 이러한 현상을 이해하여 입찰담합 예방을 위한 정책 개발에 기여할 것으로 기대된다.