• Title/Summary/Keyword: binary logistic regression analysis

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A Study on Adherence to Dental Revisit of Scaling Patients (치석제거 환자의 치과 재방문 준수에 관한 연구)

  • Gu, Ja-Young;Lim, Soon Ryun;Lee, Su-Young
    • Journal of dental hygiene science
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    • v.15 no.3
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    • pp.318-324
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    • 2015
  • The purpose of this study is to provide the basic date which is increase the number of revisits for scaling after analyzing factors that influence trend of dental revisits for 7 years. Research data was about 1,471 patients who visited S dental clinic in Seoul at 2007 for scaling. Data from January 2007 to December 2013 was collected. The subjects were divided into 3 groups by their trend in number of dental revisits for scaling: once, 2 times, 3~7 times. The data were analyzed using the chi-squire, independent-samples t-test and one-way ANOVA, binary logistic regression analysis. As a result, the trend of dental revisit for scaling is significantly decreased from first time to second time, and after 3rd time dental revisits were steadily continued. Factors affecting dental revisits for scaling are distance, family hospital, systemic disease, presence or absence of periodontal therapy. According to the results of the study, providing dental service in accordance with the patients' characteristics and increasing the dental revisits for scaling could give a positive influence to improvement of oral health.

Status and Influencing factors of health behavior in pregnant women in Yanbian area (연변지역 임부의 건강행위 이행실태 및 영향요인)

  • Zhang, Hai-Lian;Li, Chun-Yu;Kim, Hyun-Li
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.11
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    • pp.7863-7869
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    • 2015
  • Purpose: To Examine the status of health behavior and identify the influencing factors of health behavior among pregnant women. Method: The participants were 1011 pregnant women who visited outpatient hospital of in Yanbian, China. Participants were interviewed using Chinese version of Edinburgh Postnatal Depression Scale(EPDS), Perceived Social Supports(PSSS), general self-efficacy, and characteristics. Descriptive statistics, t-test, ANOVA, pearson correlation coefficient, binary logistic regression were used for data analysis with SPSS 19.0. Results: The mean score of health behavior was $28.93{\pm}6.59$ scores(0~45 scores). Antepartum depression(OR=0.94[0.90-0.98]), perceived social supports(OR=1.07[1.05-1.09]), self-efficacy(OR=1.36[1.04-1.79]) were predictor of health behavior among pregnant women, on the contrary to this the characteristics of pregnant women were not statistically significant. Conclusion: The implement of the health behavior among pregnant women was not ideal. It's necessary to develop a health behavior intervention focus on antepartum depression, social support, and self-efficacy for pregnant women.

Evaluating Effectiveness of Lane Departure Warning System by User Perceptions (차선이탈경고장치(LDWS) 이용자 만족도 평가 연구)

  • Joo, Shin-Hye;Oh, Cheol;Lee, Jae-Wan;Lee, Eun-Deok
    • Journal of Korean Society of Transportation
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    • v.30 no.2
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    • pp.43-52
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    • 2012
  • A lane departure warning system (LDWS) is an effective technology-based countermeasure for preventing traffic crashes as it provides warning information to drivers. Understanding the characteristics of perception and satisfaction levels on LDWS is fundamental for deriving better performance and functionality enhancements of the system. The purpose of this study is to evaluate the user satisfaction of LDWS. A survey to collect user perception and user preference data was conducted. Both cross-tabulation analysis and binary logistic regression technique were adopted to identify the factors affecting user satisfaction for LDWS. The results revealed that the accuracy and timeliness of warning information was significant for evaluating the effectiveness of LDWS. In particular, the warning accuracy at a curve segment on the road was the most dominant factor affecting user satisfaction. The outcome of this study would be valuable in evaluating and designing LDWS functionalities.

The Analysis of Factors That Influence the First Childbirth Intentions Among Married Working Women in South Korea - Focusing on Working Conditions And Workplace Pro-natal Programs - (직장 기혼 여성의 첫 자녀 출산의사와 관련된 근로 및 출산장려제도 요인 분석)

  • Lee, Seung Ju;Moon, Seung Hyun
    • Korean Journal of Family Social Work
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    • no.55
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    • pp.129-156
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    • 2017
  • The study was conducted to identify factors that affect the first childbearing decisions among married working women in South Korea and thereby to gain insight into effective ways to improve relatively low fertility and unfavorable workplace conditions for women of childbearing age. This study used the merged data(1st-5th waves) from Korean Longitudinal Survey of Women and Families (KLoWF), which were measured by the Korean Women's Development Institute. With 1,020 married business women, cross tab and binary logistic regression were conducted to determine which factors were significantly associated with the first childbearing decisions.

The Effect of Social Isolation on Dementia in rural elderly: Comparison Between Young-old and Old-old Group (농촌 노인의 사회적 고립이 치매에 미치는 영향 : 전기노인과 후기노인 비교 분석)

  • Lee, Sangchul
    • Korean Journal of Social Welfare Studies
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    • v.48 no.2
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    • pp.143-171
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    • 2017
  • Along with the well-established evidence on the negative effect of social isolation on physical mental health and mortality, increasing attention has been paid to multi-dimensional nature of social isolation. In this study, the main effect and interaction effect of objective and subjective social isolation on heterogeneous age cohort related to the onset of dementia, which is becoming a social problem due to rapid aging of health issues, was examined through binary logistic regression analysis. Data came from the first wave of Korean Social Life, Health and Aging Project (KSHAP) (N= 814). Findings showed 1) in the young-old, objective isolation was a significant on the incidence of dementia, 2) in the old-old, subjective isolation increased the risk of dementia. In summary, the relative influence of objective and subjective social isolation related to the incidence of dementia varies depending on the young-old and old-old. On the other hand, the interaction effect of objective and subjective social isolation on dementia was not significant in both the young-old and old-old. Based on the findings, we discussed implications and suggestions for future research and relevant policy and program development(dementia-friendly communities) for ameliorating objective and subjective social isolation.

Risk Factors for Depression of Patients with Tuberculosis in Tuberculosis Specialty Hospital (결핵전문병원에 입원한 결핵환자의 우울증위험인자)

  • Wang, Jung-Hyun;Park, Chul-Soo;Kim, Bong-Jo;Lee, Cheol-Soon;Cha, Boseok;Lee, So-Jin;Lee, Dongyun;Seo, Ji-Yeong;Ahn, InYoung;Baek, Jong Chul;Kang, Hyung Seok;Moon, Sung Ho
    • Korean Journal of Psychosomatic Medicine
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    • v.23 no.2
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    • pp.114-120
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    • 2015
  • Objectives : This study aimed to investigate the risk factors of depression for patients with tuberculosis(TB). Methods : A total of 57 patients with TB were recruited. All participants completed the Becks Depression Inventory-II for evaluating depressive symptoms. The risk factor for depression was analyzed by binary logistic regression analysis. Nomogram was performed for probability of depression. Results : Low body mass index(BMI, OR 0.801, 95% CI 0.65, 0.98), interruption of treatment for TB(OR 5.908, 95% CI 1.19, 29.41), past history of depression(OR 24.653, 95% CI 1.99, 308.44) were associated with increased risk for depression. The calibration curve for predicting probability of survival showed a good agreement between the nomogram and actual observation(Original C-index=0.789, bias corrected C-index=0.754). Conclusions : The result of the present study indicate that low BMI, interruption of treatment for TB, and past history of depression were risk factors for depression in patients with TB. The psychiatric intervention may be needed to prevent depression if the patients with TB have risk factor during treatment for TB.

The Fate of Proximal Junctional Vertebral Fractures after Long-Segment Spinal Fixation : Are There Predictable Radiologic Characteristics for Revision surgery?

  • Jang, Hyun Jun;Park, Jeong Yoon;Kuh, Sung Uk;Chin, Dong Kyu;Kim, Keun Su;Cho, Yong Eun;Hahn, Bang Sang;Kim, Kyung Hyun
    • Journal of Korean Neurosurgical Society
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    • v.64 no.3
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    • pp.437-446
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    • 2021
  • Objective : To investigate the radiographic characteristics of the uppermost instrumented vertebrae (UIV) and UIV+1 compression fractures that are predictive of revision surgery following long-segment spinal fixation. Methods : A total 27 patients who presented newly developed compression fracture at UIV, UIV+1 after long segment spinal fixation (minimum 5 vertebral bodies, lowest instrumented vertebra of L5 or distal) were reviewed retrospectively. Patients were divided into two groups according to following management : revisional surgery (group A, n=13) and conservative care (group B, n=14). Pre- and postoperative images, and images taken shortly before and after the occurrence of fracture were evaluated for radiologic characteristics Results : Despite similar degrees of surgical correction of deformity, the fate of the two groups with proximal junctional compression fractures differed. Immediately after the fracture, the decrement of adjacent disc height in group A (32.3±7.6 mm to 23.7±8.4 mm, Δ=8.5±6.9 mm) was greater than group B (31.0±13.9 mm to 30.1±15.5 mm, Δ=0.9±2.9 mm, p=0.003). Pre-operative magnetic resonance imaging indicated that group A patients have a higher grade of disc degeneration adjacent to fractured vertebrae compared to group B (modified Pfirrmann grade, group A : 6.10±0.99, group B : 4.08±0.90, p=0.004). Binary logistic regression analysis indicated that decrement of disc height was the only associated risk factor for future revision surgery (odds ratio, 1.891; 95% confidence interval, 1.121-3.190; p=0.017). Conclusion : Proximal junctional vertebral compression fractures with greater early-stage decrement of adjacent disc height were associated with increased risk of future neurological deterioration and necessity of revision. The condition of adjacent disc degeneration should be considered regarding severity and revision rate of proximal junctional kyphosis/proximal junction failures.

A Convergence Study on association of Internet Use Time with Perceived Status in Adolescents (청소년 인터넷 사용시간이 청소년 주관적 상태에 미치는 영향에 대한 융합연구)

  • Baek, Seung Hee;Kim, Ji hyun
    • Journal of the Korea Convergence Society
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    • v.9 no.11
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    • pp.153-159
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    • 2018
  • The purpose of this study is to grasp the internet use time that young people use for purposes other than learning purpose, to grasp the perceived status of the youth according to internet use time and to grasp the interrelationships of them. Using the 2016 youth health behavior online survey, the odds ratios and 95% confidence intervals of perceived status according to internet use time were calculated by binary logistic regression analysis. The main results are as follows. In perceived health and perceived oral health the odds ratios of perceived who feel that they are perceived and unhealthy as the time spent using the Internet increased significantly compared to those who did not use the Internet for learning purposes. In the perceived body type, the odds ratio of being overweight increased significantly with longer internet use time. The odds ratios of perceived happiness were 1.19 times (CI = 1.10-1.30) higher than the perceived expectation of unhappiness when using the Internet for over 300 minutes. The use of the internet for a long time other than the purpose of learning may have a negative effect on the health and happiness of the youth, so we think that the recommended time for using the internet is necessary.

The Incidence and risk factors of delirium in elderly surgical patients (외과계 병동 노인 수술 환자의 섬망 발생률과 위험요인)

  • Lee, Eun Ju;Jang, Mi;Kim, Myung Hwa;Yun, Hye Jun;Kim, Eun Mi;Chung, Young In;Kim, Bo Kyung;Im, Eun Su;Hong, Kyoung Soon
    • Journal of Korean Clinical Nursing Research
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    • v.28 no.2
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    • pp.137-145
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    • 2022
  • Purpose: This retrospective chart review study was conducted to examine the frequency of delirium and to identify the risk factors of delirium in elderly surgical patients. Methods: The subjects of this study were 394 patients aged 65 years or older who underwent surgery. The diagnosis of delirium was based on the nursing assessment records with scores from the day of surgery to the 4th day after surgery. The collected data were analyzed by binary logistic regression analysis. Results: The incidence of delirium was 4.3%, and delirium occurred most frequently on the first day of surgery and lasted for 2.16 days on average. Of delirium patients, 76.5% underwent gastrointestinal surgery, and the most common delirium pattern was disorientation. In terms of the characteristics of the subjects, the occurrence of delirium was statistically different by age (𝝌2=10.79, p=.005), systemic-specific disease (𝝌2=9.63, p=.047), use of delirium-inducing drug(benzodiazepine) before surgery (𝝌2=15.90, p<.001), walking ability before surgery (𝝌2=7.65, p=.006), history of delirium (𝝌2=35.92, p<.001), and emergency surgery (𝝌2=16.40, p<.001). As risk factors of delirium, gastrointestinal surgery was found to increase the risk of delirium by 12.57 times (95% CI=2.45~64.46, p=.002), and the use of benzodiazepines before surgery was shown to increase delirium by 10.07 times (95% CI=2.21~45.87, p=.003). Conclusion: It is necessary for nurses to actively evaluate delirium using screening tools for early detection and prevention of delirium in elderly surgical patients with delirium risk factors.

Hospital Avoidance and Associated Factors During the COVID-19 Pandemic (COVID-19 대유행 동안의 병원 회피 현상 및 연관 요인)

  • Jong-Wook Jeon;Se Joo Kim;Su-Young Lee;Jhin Goo Chang;Chan-Hyung Kim
    • Anxiety and mood
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    • v.19 no.2
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    • pp.77-82
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    • 2023
  • Objective : During the coronavirus disease 2019 (COVID-19) pandemic, hospital avoidance had a significant impact on public health. We investigated the factors associated with hospital avoidance and explored practical strategies hospitals could employ to address this phenomenon. Methods : We conducted a patient experience survey in a general hospital in Korea during the COVID-19 pandemic. Between July 6, 2020, and July 20, 2020, a total of 842 patients who had previously visited hospitals before the COVID-19 outbreak participated. Self-reported hospital avoidance, factors associated with hospital avoidance, and satisfaction with the hospital's infection control policies were the main outcomes. Binary logistic regression analysis was used to identify associated factors. Results : Data indicated that 29.9% (n=252) of the respondents avoided visiting the hospital after the COVID-19 outbreak. Satisfaction with the hospital infection control policy (odds ratio [OR]=2.297, p<0.001), female sex (OR=1.619, p<0.05), and higher educational level (OR=1.884, p<0.001) were associated with hospital avoidance. The "entrance body temperature check" was the most satisfactory policy among the hospital's infection control policies. Conclusion : To manage hospital avoidance during an infectious disease crisis, targeted policies for at-risk groups and hospital policies to reassure and satisfy patients are needed.