• Title/Summary/Keyword: ordinal regression

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Determinants of depression in non-cardiac chest pain patients: a cross sectional study

  • Roohafza, Hamidreza;Yavari, Niloufar;Feizi, Awat;Khani, Azam;Saneian, Parsa;Bagherieh, Sara;Sattar, Fereshteh;Sadeghi, Masoumeh
    • The Korean Journal of Pain
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    • v.34 no.4
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    • pp.417-426
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    • 2021
  • Background: Non-cardiac chest pain (NCCP) is a common patient complaint imposing great costs on the healthcare system. It is associated with psychological factors such as depression. The aim of the present study is determining depression predictors in NCCP patients. Methods: The participants of this cross-sectional study were 361 NCCP patients. Patients filled out questionnaires concerning their sociodemographic, lifestyle, and clinical factors (severity of pain, type D personality, somatization, cardiac anxiety, fear of body sensations, and depression). Results: Based on multiple ordinal logistic regression, lack of physical activity (odds ratio [OR], 1.78; 95% confidence interval [CI], 1.09-2.87), sleep quality (OR, 2.98; 95% CI, 1.15-7.69), being a smoker (OR, 1.33; 95% CI, 2.41-4.03), present pain intensity (OR, 1.08; 95% CI, 1.05-1.11), type D personality (OR, 2.43; 95% CI, 1.47-4.03), and somatization (OR, 1.22; 95% CI, 1.15-1.3) were significant predictors of depression in NCCP patients. Additionally, multiple linear regression showed that being unmarried (β = 1.51, P = 0.008), lack of physical activity (β = 1.22, P = 0.015), sleep quality (β = 2.26, P = 0.022), present pain intensity (β = 0.07, P = 0.045), type D personality (β = 1.87, P < 0.001), somatization (β = 0.45, P < 0.001), and fear of bodily sensation (β = 0.04, P = 0.032) increased significantly depression scores in NCCP patients. Conclusions: Physicians should consider the predictors of depression in NCCP patients which can lead to receiving effective psychological consultations and reducing the costs and ineffectual referrals to medical centers.

Association Between Cohabitation Status and Sleep Quality in Families of Persons With Dementia in Korea: A Cross-sectional Study

  • Kim, Seung Hoon;Park, Minah;Jeong, Sung Hoon;Jang, Sung-In;Park, Eun-Cheol
    • Journal of Preventive Medicine and Public Health
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    • v.54 no.5
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    • pp.317-329
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    • 2021
  • Objectives: The aim of this study was to identify the association between cohabitation status and sleep quality in family members of people with dementia (PwDs). Methods: Data of 190 365 participants aged ≥19 years from the 2018 Korea Community Health Survey were analyzed. Participants were categorized according to their cohabitation status with PwDs. Multiple logistic regression and ordinal logistic regression analyses were performed to evaluate the relationship between the cohabitation status of PwDs' relatives and sleep quality measured using the Pittsburgh Sleep Quality Index (PSQI) and PSQI subscales. Results: Compared to participants without PwDs in their families, both cohabitation and non-cohabitation with PwDs were associated with poor sleep quality (cohabitation, male: odds ratio [OR],1.28; 95% confidence interval [CI], 1.08 to 1.52; female: OR, 1.40; 95% CI, 1.20 to 1.64; non-cohabitation, male: OR, 1.14; 95% CI, 1.05 to 1.24; female: OR, 1.23; 95% CI, 1.14 to 1.33). In a subgroup analysis, non-cohabiting family members showed the highest odds of experiencing poor sleep quality when the PwD lived alone (male: OR, 1.48; 95% CI, 1.14 to 1.91; female: OR, 1.58; 95% CI, 1.24 to 2.01). Cohabiting male and female participants had higher odds of poor subjective sleep quality and use of sleeping medications than non-cohabiting male and female participants, respectively. Conclusions: The residence of PwDs and cohabitation status may contribute to poor sleep quality among PwDs' family members. The circumstances faced by cohabiting and non-cohabiting family members should be considered when evaluating sleep quality in family members of PwDs, and appropriate interventions may be needed to improve sleep quality in both cohabiting and non-cohabiting family members.

Barriers to Health Behaviors in Male and Female Elderly People in Korea (한국 남녀노인의 건강행위 수행 방해요인에 관한 연구)

  • Eun, Young;Song, Mee-Soon;Gu, Mee-Ock
    • Journal of Korean Academy of Nursing
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    • v.38 no.2
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    • pp.332-343
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    • 2008
  • Purpose: This study was done to investigate the practice level of 14 health behaviors between male (N=139) and female (N=175) elderly and to identify the barriers to each health behavior of elderly people in Korea. Methods: Data were collected from 314 elderly people (65yr and older) living in metropolitan, urban, and rural areas. Descriptive statistics, $x^2$-test and ordinal logistic regression were used in data analysis using the SPSS Win 15 version. Results: 1) The performances were different in some health behaviors between male and female elderly people. Male elderly showed better performances in balanced diet, regular exercise, and more than 30 min of exercise, while female elderly showed better performances in restriction of fat and cholesterol, restriction on alcohol, and smoking. There were no differences in stress management and health prevention behaviors between the two groups. 2) The common significant barriers in health behaviors of the elderly in Korea were the lack of habit and physical discomfort. However, the lack of perceived benefit was a significant barrier in male elderly. Lack of time and lack of family support were significant barriers in female elderly people in Korea. Conclusion: These results suggest that tailored strategies should be developed considering the gender difference to reduce the main barriers of each health behavior in order to improve the health status of elderly people.

High Risk Groups in Health Behavior Defined by Clustering of Smoking, Alcohol, and Exercise Habits: National Heath and Nutrition Examination Survey (흡연, 음주와 운동습관의 군집현상을 통한 건강행태의 고위험군: 국민건강영양 조사)

  • Kang, Ki-Won;Sung, Joo-Hon;Kim, Chang-Yup
    • Journal of Preventive Medicine and Public Health
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    • v.43 no.1
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    • pp.73-83
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    • 2010
  • Objectives: We investigated the clustering of selected lifestyle factors (cigarette smoking, heavy alcohol consumption, lack of physical exercise) and identified the population characteristics associated with increasing lifestyle risks. Methods: Data on lifestyle risk factors, sociodemographic characteristics, and history of chronic diseases were obtained from 7,694 individuals ${\geq}20$ years of age who participated in the 2005 Korea National Health and Nutrition Examination Survey (KNHANES). Clustering of lifestyle risks involved the observed prevalence of multiple risks and those expected from marginal exposure prevalence of the three selected risk factors. Prevalence odds ratio was adopted as a measurement of clustering. Multiple correspondence analysis, Kendall tau correlation, Man-Whitney analysis, and ordinal logistic regression analysis were conducted to identify variables increasing lifestyle risks. Results: In both men and women, increased lifestyle risks were associated with clustering of: (1) cigarette smoking and excessive alcohol consumption, and (2) smoking, excessive alcohol consumption, and lack of physical exercise. Patterns of clustering for physical exercise were different from those for cigarette smoking and alcohol consumption. The increased unhealthy clustering was found among men 20-64 years of age with mild or moderate stress, and among women 35-49 years of age who were never-married, with mild stress, and increased body mass index (>$30\;kg/m^2$). Conclusions: Addressing a lack of physical exercise considering individual characteristics including gender, age, employment activity, and stress levels should be a focus of health promotion efforts.

Effect of Repeated Public Releases on Cesarean Section Rates

  • Jang, Won-Mo;Eun, Sang-Jun;Lee, Chae-Eun;Kim, Yoon
    • Journal of Preventive Medicine and Public Health
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    • v.44 no.1
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    • pp.2-8
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    • 2011
  • Objectives: Public release of and feedback (here after public release) on institutional (clinics and hospitals) cesarean section rates has had the effect of reducing cesarean section rates. However, compared to the isolated intervention, there was scant evidence of the effect of repeated public releases (RPR) on cesarean section rates. The objectives of this study were to evaluate the effect of RPR for reducing cesarean section rates. Methods: From January 2003 to July 2007, the nationwide monthly institutional cesarean section rates data (1 951 303 deliveries at 1194 institutions) were analyzed. We used autoregressive integrated moving average (ARIMA) time-series intervention models to assess the effect of the RPR on cesarean section rates and ordinal logistic regression model to determine the characteristics of the change in cesarean section rates. Results: Among four RPR, we found that only the first one (August 29, 2005) decreased the cesarean section rate (by 0.81 percent) and continued to have an impact period through the last observation in May 2007. Baseline cesarean section rates (OR, 4.7; 95% CI, 3.1 to 7.1) and annual number of deliveries (OR, 2.8; 95% CI, 1.6 to 4.7) of institutions in the upper third of each category at before first intervention had a significant contribution to the decrease of cesarean section rates. Conclusions: We could not found the evidence that RPR has had the significant effect of reducing cesarean section rates. Institutions with upper baseline cesarean section rates and annual number of deliveries were more responsive to RPR.

Influence of Smoker Image Perceived Cigarette Advertising on Intention of Adulthood Smoking Among Highschool Students (고등학생들의 담배광고에서 지각한 흡연자 이미지가 성인기 흡연 의도에 미치는 영향)

  • Jeong, Goo-Churl
    • The Journal of the Korea Contents Association
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    • v.14 no.12
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    • pp.785-795
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    • 2014
  • The purpose of this study was to develop and validate of Smoker Image Scale and to evaluate the effect of the smoker image on adulthood smoking intention of youth. Data were collected from 610 high school students were analysed using SPSS 21.0 and AMOS 21.0 programs. Smoker Image Scale were developed and verified the reliability and validity. In addition, ordinal logistic regression analysis was implemented for impact of smoker image on adulthood smoking intention. As a results of analysis, first, the developed Smoker Image Scale confirmed with 10 items in 1 factor and Cronbach's ${\alpha}$ was .91. Second, men and smokers had significantly higher positive smoker image formed by cigarette advertising. Third, positive smoker image had a significant positive effect on adulthood smoking intention while controlling of gender and smoking status. Positive smoker image formed by cigarette advertising was associated with adulthood smoking intention of youth. Based on these findings, implications and suggestions for future research were discussed for the risk of adulthood smoking intention of youth.

Physicians' Attitude towards Accreditation of Ambulatory Health Care Organization and Related Characteristics (의원 자율인증제에 대한 개원의사 태도 및 관련 특성 분석)

  • Kim, Min-Ji;Shin, Eui-Chul;Park, Seong-Hi;Kim, Jee-Yoon
    • Quality Improvement in Health Care
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    • v.19 no.2
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    • pp.36-46
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    • 2013
  • Objectives: The purpose of this study is to find a way to effectively introduce accreditation for ambulatory health care organization by identifying the physicians' attitude for accreditation and characteristics that affect thei r attitude. Methods: A web survey was conducted from February 15 to March 4, 2011 for 183 physicians who work in ambulatory health care organizations throughout the nation. Self-reported questionnaire was used for this study. SPSS WIN(version 12.0) was utilized for statistical analysis. Results: Physician's attitude towards accreditation for ambulatory health care organization was positive(25.7%), moderate(39.3%), and negative(35.0%). Clinics that practice as a group or which treat more patients per day showed more positive attitude(p<0.05). The result of ordinal regression analysis indicates the groups with daily patients over 100 showed 36.3 times more positive attitude than the one under 75(p<0.05). Conclusion: The accreditation for ambulatory health care organization has not been throughly discussed yet. Many physicians did not have knowledge about accreditation. Clinics that see more patients per day had more positive attitude for accreditation. It indicates the cost may play important role in voluntary participation in accreditation.

Avoidable Burden of Risk Factors for Serious Road Traffic Crashes in Iran: A Modeling Study

  • Shadmani, Fatemeh Khosravi;Mansori, Kamyar;Karami, Manoochehr;Zayeri, Farid;Shadman, Reza Khosravi;Hanis, Shiva Mansouri;Soori, Hamid
    • Journal of Preventive Medicine and Public Health
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    • v.50 no.2
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    • pp.83-90
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    • 2017
  • Objectives: The aim of this study was to model the avoidable burden of the risk factors of road traffic crashes in Iran and to prioritize interventions to reduce that burden. Methods: The prevalence and the effect size of the risk factors were obtained from data documented by the traffic police of Iran in 2013. The effect size was estimated using an ordinal regression model. The potential impact fraction index was applied to calculate the avoidable burden in order to prioritize interventions. This index was calculated for theoretical, plausible, and feasible minimum risk level scenarios. The joint effects of the risk factors were then estimated for all the scenarios. Results: The highest avoidable burdens in the theoretical, plausible, and feasible minimum risk level scenarios for the non-use of child restraints on urban roads were 52.25, 28.63, and 46.67, respectively. In contrast, the value of this index for speeding was 76.24, 37.00, and 62.23, respectively, for rural roads. Conclusions: On the basis of the different scenarios considered in this research, we suggest focusing on future interventions to decrease the prevalence of speeding, the non-use of child restraints, the use of cell phones while driving, and helmet disuse, and the laws related to these items should be considered seriously.

An Epidemiological Study on Biosecurity Practices on Commercial Pig Farms in Korea: Risk Factors for Porcine Reproductive Respiratory Syndrome Virus Infection (국내 양돈장의 차단방역 수준에 대한 역학적 연구: 돼지생식기호흡기증후군 위험요인 분석)

  • Kim, Kyu-Wook;Pak, Son-Il
    • Journal of Veterinary Clinics
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    • v.32 no.1
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    • pp.78-84
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    • 2015
  • Although researches have highlighted the important role of enhanced farm biosecurity to reduce the severity and prevalence of diseases in livestock, to date there has been little study in Korea on farmers' adoption of biosecurity measures to control porcine reproductive and respiratory syndrome virus (PRRSV) infection. To mitigate the risk of PRRSV infection in pigs, the risk factors by which PRRSV is introduced in pig farms must be determined. The primary aim of this study was to investigate pig producers' perceptions about on-farm biosecurity practices. We also analyzed data obtained from a cross-sectional study on 196 farrow-to-finish farms conducted between March 2013 and February 2014 to identify risk factors for PRRSV infection at farm level. Standardized questionnaires with information about basic demographical data and management practices were collected in each farm by on-site visit of trained veterinarians. Farms were classified as negative or positive through the use of infection profiles that combined data on PCR positive pigs and serological testing including antibody titer, sero-conversion pattern at each age category, and vaccination status. Data on biosecurity practices, farm management and environmental characteristics were analyzed using multivariate ordinal logistic regression. Generally, the biosecurity level in the pig farms included in this study were insufficient to reduce/prevent the risk of PRRSV infection given the high pig density areas and the considerable extent of vehicle movement. Factors associated with PRRSV infection were those where owners used on-farm vaccination programs had a lower risk of infection (OR = 0.19, 95% CI 0.06-0.61). The results from the analysis may guide to tailor biosecurity measures in the reduction or prevention of PRRS to the specific circumstances of pig farms in different localities of the world. To the best knowledge of the authors, this is the first study to report information on the biosecurity practices currently implemented on Korean pig farms.

Gender differences in Factors Associated with the Severity of Depression in Middle-aged Adults: An Analysis of 2014 Korean National Health and Nutrition Examination Survey (중년 성인에서 우울 중증도 관련요인의 성별 차이 : 2014년 국민건강영양조사 자료 분석)

  • Lee, Young Joo
    • Journal of the Korea Convergence Society
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    • v.9 no.10
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    • pp.549-559
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    • 2018
  • The purpose of this study is to examine the prevalence of depression in Korean middle-aged adults and to identify the gender difference in factors associated with the severity of depression. The data of 2,241 individuals who participated in the Sixth Korea National Health and Nutrition Examination Survey in 2014 were used. Depressive symptoms were assessed using the Patient Health Questionnaire-9 (PHQ-9), and multivariate ordinal logistic regression analysis was performed. The prevalence rate of moderate to severe depression ($PHQ-9{\geq}10$) was identified at 5.2% (men 3.3%, women 7.0%). The factors associated with the severity of depression in men were younger age, living in metropolitan, unemployed, lower body mass index, and heavily drinking. On the other hand, women were affected by having no spouse, lower income, limited physical activity, and sleeping shorter hours.