• Title/Summary/Keyword: Multiple linear Regression

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Burden and Quality of Life in Main Caregivers of Cancer Patients Treated with Chemotherapy (화학요법을 받는 암환자 주보호자의 부담감과 삶의 질)

  • Na, Duck-Mi;Chung, Young;Yang, Kyung-Mi
    • Research in Community and Public Health Nursing
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    • v.14 no.4
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    • pp.686-698
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    • 2003
  • Purpose: This is a descriptive correlation study purposed to provide basic data for comprehensive nursing care by analyzing the relationship between the burden and the quality of life of family caregivers of cancer patients treated with chemotherapy. Methods: As for the subjects of this study, 66 family caregivers who take care of cancer patients hospitalized and treated with chemotherapy participated in the research. The tool of this study was a structured questionnaire including questions concerning burden(19 items) and the quality of life(33 items). Collected data were analyzed using SPSS PC+ program through descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and stepwise multiple linear regression. Results: 1) The mean score of burden was 2.6383. The mean score of quality of life was 3.3034. These score show that family caregivers perceive a moderate level of burden and the quality of life. 2) Family caregivers' burden was significantly related to symptoms in the cancer patient (r= 0.3501, P=0.0042) and family caregivers(r= 0.5340, P=0.0001). Family caregivers' quality of life was significantly related to symptoms in the cancer patient(r= -0.3528, P=0.0039) and family caregivers(r= -0.5472, P=0.0001). According to the result of examining' the relationship between burden and the quality of life, there was a statistically negative correlation(r= -0.6326, P=0.0001). 3) 'Family income after the onset of the patient' was the most important predictor of the burden of family caregivers($R^2$=0.158). 'Usual relationship with the patient' was the most important predictor of the quality of life of family caregivers($R^2$=0.138). Conclusions: The results presented above indicate that we must consider burden of family caregivers and symptoms experienced by them in order to improve the quality of life of family caregivers of cancer patients treated with chemotherapy.

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Comparison of Preventive Health Behaviors in Adults Aged 50~64 in Korea and the United States (한국과 미국 50~64세 성인의 예방적 건강행위 비교)

  • Lee, Chung Yul;Kim, Jung Ae;Kim, Su Hee
    • Research in Community and Public Health Nursing
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    • v.24 no.2
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    • pp.161-171
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    • 2013
  • Purpose: The purpose of this study was to compare Preventive Health Behaviors (PHBs) in adults in Korea and the United States and identify factors influencing PHBs. Methods: This was a secondary data analysis study using data from the 2008 Korean National Health and Nutrition Examination Survey and the 2008 USA Behavioral Risk Factor Surveillance System. The PHBs were predicted using multiple linear regression analysis. Results: 1) The total score of PHBs was significantly higher in American males (5.11) than in Korean males (4.78). There was also a significant difference between Korean females' total score (6.57) and American females'(6.75). 2) Age, marriage, monthly income, subjective health status, and cardiovascular disease were significant factors of PHBs in Korean males (p<.001). However, age, marriage, education, monthly income, health insurance, subjective health status, and cardiovascular disease were significant factors in American males (p<.001). In Korean females, only age and education were significant predictors (p<.001). However, six variables(age, marriage, education, monthly income, health insurance, and subjective health status) were significant predictors in American females (p<.001). Conclusion: There were different variables in predicting PHBs between Koreans and Americans. Each country should focus on those significant predictors to promote the PHBs for adults.

Effects of Obesity on Pulmonary Function in Adult Women (성인 여성의 비만이 폐기능에 미치는 영향 - 체질량지수와 허리둘레 기준 -)

  • Chaung, Seung Kyo
    • Journal of Korean Public Health Nursing
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    • v.28 no.1
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    • pp.22-31
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    • 2014
  • Purpose: The purpose of this study was to examine the impact of body mass index (BMI) and waist circumference (WC) for pulmonary function in normal-weight and obese women. Methods: Data from women aged ${\geq}40$ years were obtained from the 2011 Korean National Health and Nutrition Examination Survey. Obesity was measured by BMI and WC and pulmonary function was measured by forced vital capacity (FVC), forced expiratory volume in 1 second ($FEV_1$), and a ratio between forced expiratory volume in 1 second ($FEV_1$/FVC). Multiple linear regression analysis was performed for assessment of the association between FVC, $FEV_1$, $FEV_1$/FVC and obesity variables. Results: BMI showed positive association with FVC, $FEV_1$, $FEV_1$/FVC, and WC showed positive association with $FEV_1$ and $FEV_1$/FVC in normal-weight women. BMI and WC showed negative association with FVC, $FEV_1$ in obese women. A 1 unit increase in BMI showed an association with a 25-mL reduction in FVC and a 19-mL reduction in $FEV_1$. A 1-cm increase in WC showed an association with a 6-mL reduction in FVC and a 4-mL reduction in $FEV_1$. Conclusions: BMI and WC showed negative association with pulmonary function in obese adult women. Therefore, obese women with reduced pulmonary function should be encouraged to lose weight for improvement of their pulmonary function.

Convergence Analysis of the Factors Influencing Terminal Care Attitude (임종간호 태도에 영향을 미치는 융합적인 요인분석)

  • Yang, Seung Ae
    • Journal of the Korea Convergence Society
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    • v.6 no.4
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    • pp.73-88
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    • 2015
  • Objectives: The purpose of the study was to identify factors influencing on nurses' Terminal Care Attitude. Methods: A sample of convenience of 190 nurses. Instrument included perception of death, death anxiety, terminal care stress, death attitude, burnout, terminal care attitude. Results: A significant positive correlation was found among terminal care attitude, perception of death, terminal care stress. In addition, a significant negative correlation was found among terminal care attitude, death anxiety, death attitude, burnout. Perception of death, death anxiety, terminal care stress & death attitude were significant predictive variables. This variables accounted for 32.7% of the variance in terminal care attitude. Conclusions: Based on the Findings of this study, it can be used to develop educational programs for Terminal Care.

Blood Lead Concentration and Hypertension in Korean Adults Aged 40 and Over According to KNHANES IV (2008) (40세 이상의 한국성인의 혈중 납 농도와 고혈압 - 2008년 국민건강영양조사를 바탕으로 -)

  • Kim, Sun-Young;Lee, Duk-Hee
    • Journal of Environmental Health Sciences
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    • v.37 no.6
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    • pp.418-428
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    • 2011
  • Objectives: The purpose of this study was to examine the cross-sectional relationship between low blood lead levels and increasing blood pressure among Korean adults using a nationally representative sample of the Korean population: the Korea National Health and Nutrition Examination Survey (KNHANES) 2008. Methods: A total of 918 subjects aged 40 and older and not currently being treated for hypertension participated in this study. Information about age, gender, smoking status, alcohol consumption, education level, and the use of anti-hypertensive medication was collected. The blood pressure was defined as the mean of the second and the third measurements after three time measurements. Lead levels were determined by an analysis of blood samples. Multiple linear and logistic regression analyses were implemented after adjusting for covariates including age, gender, educational level, smoking status, alcohol consumption, and BMI. Results: This study showed that the average differences in systolic and diastolic blood pressure comparing the lowest to highest quintile of blood lead were 4.33 mmHg (95% CI, 0.66-8.00; p for trend = 0.027) and 2.66 mmHg (95% CI, 0.26-5.06; p for trend = 0.021), respectively. After multivariate adjustment for covariates, the prevalence odds ratio (POR) of subjects in the highest quintile was associated with a 1.70-fold increase in the risks of hypertension (95% CI, 0.83-3.49; p for trend test = 0.112) over those in the lowest quintile of blood lead concentration, However, it was not statistically significant. Conclusions: This study provided evidence for an association between low- levels of blood lead and elevations in blood pressure and risk for hypertension in the general population of Korea.

Evaluation Method for Improvement Efficiency of Indoor Air Quality in Residence (주택의 실내공기질 개선 평가 방법)

  • Yang, Won-Ho;Son, Bu-Soon;Yim, Sung-Kuk
    • Journal of Environmental Health Sciences
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    • v.33 no.4
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    • pp.255-263
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    • 2007
  • Indoor air quality is the dominant contributor to total personal exposure because most people spend a majority of their time indoors. The purposes of this study were to evaluate the alternative method for improvement of indoor air quality in house after coating titanium dioxide ($TiO_2$) photocatalyst for interior part of the house using nitrogen dioxide ($NO_2$) multiple measurements. To evaluate the alternative method in indoor environment, daily indoor and outdoor $NO_2$ concentrations of an apartment and a detached house were daily measured for consecutive 21 days in winter and summer, respectively, Another daily 21 measurements were carried out after $TiO_2$ coating on wall paper of interior part in houses. All $NO_2$ concentrations were measured by passive filter badges. Indoor air quality models using mass balance are useful tool to quantify the relationship between indoor air pollution levels, ambient concentrations, and explanatory variables. Using a mass balance model and linear regression analysis, penetration factor (ventilation rate divided by sum of ventilation rate and decay rate) and source strength factor (emission rate divided by sum of ventilation rate and decay rate) were calculated. Subsequently, the decay constants were estimated. In this study. magnitude of improvement of indoor air quality could be evaluated by decay constant.

Estimation of Mean Air Exchange Rate and Generation Rate of Nitrogen Dioxide Using Box Model in Residence (주택에서 Box Model을 이용한 평균 환기율 및 이산화질소 발생량 추정)

  • Bae, Hyeon Ju;Yang, Won Ho;Son, Bu Sun;Kim, Dae Won
    • Journal of Environmental Science International
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    • v.13 no.7
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    • pp.645-653
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    • 2004
  • Indoor air quality is affected by source strength of pollutants, ventilation rate, decay rate, outdoor level, and so on. Although technologies measuring these factors exist directly, direct measurements of all factors are not always practical in most field studies. The purpose of this study was to develop an alternative method to estimate these factors by application of multiple measurements. For the total duration of 30 days, daily indoor and outdoor $NO_2$ concentrations were measured in 30 houses in Brisbane, Australia, and for 21 days in 40 houses in Seoul, Korea, respectively. Using a box model by mass balance and linear regression analysis, penetration factor (ventilation divided by sum of air exchange rate and deposition constant) and source strength factor (emission rate divided by sum of air exchange rate and deposition constant) were calculated, Sub-sequently, the ventilation and source strength were estimated. In Brisbane, the penetration factors were $0.59\pm0.14$ and they were unaffected by the presence of a gas range. During sampling period, geometric mean of natural ventilation was estimated to be $l.l0\pm1.5l$ ACH, assuming a residential $NO_2$ decay rate of 0.8 hr^{-1}$ in Brisbane. In Seoul, natural ventilation was $1.15\pm1.73$ ACH with residential $NO_2$ decay rate of 0.94 hr^{-1}$ Source strength of $NO_2$ in the houses with gas range $(12.7\pm9.8$ ppb/hr) were significantly higher than those in houses with an electric range $(2.8\pm2,6$ ppb/hr) in Brisbane. In Seoul, source strength in the houses with gas range were $l6.8\pm8.2$ ppb/hr. Conclusively, indoor air quality using box model by mass balance was effectively characterized.

Intraoperative blood loss and surgical time according to the direction of maxillary movement

  • Kim, Hyo Seong;Son, Ji Hwan;Chung, Jee Hyeok;Kim, Kyung Sik;Choi, Joon;Yang, Jeong Yeol
    • Archives of Plastic Surgery
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    • v.47 no.5
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    • pp.411-418
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    • 2020
  • Background Excessive bleeding is one of the most severe complications of orthognathic surgery (OGS). This study investigated the associations of intraoperative blood loss and surgical time with the direction of maxillary movement. Methods This retrospective study involved patients who underwent OGS from October 2017 to February 2020. They were classified based on whether maxillary setback was performed into groups A1 and B1, respectively. Relative blood loss (RBL, %) was used as an indicator to compare intraoperative blood loss between the two groups. The surgical time of the two groups was also measured. Subsequently, the patients were reclassified based on whether posterior impaction of the maxilla was performed into groups A2 and B2, respectively. RBL and surgical time were measured in the two groups. Simple linear and multiple regression analyses were performed. P-values <0.05 were considered to indicate statistical significance. Results Eighteen patients were included. The RBL and surgical time for the groups were: A1, 13.15%±5.99% and 194.37±42.04 minutes; B1, 12.41%±1.89% and 196.50±46.07 minutes; A2, 13.94%±3.82% and 201.00±39.70 minutes; and B2, 9.61%±3.27% and 188.84±38.63 minutes, respectively. Only RBL showed a statistically significant difference between the two groups (A2 and B2, P=0.04). Conclusions Unlike maxillary setback, posterior impaction of the maxilla showed a significant association with RBL during surgery. When performing posterior impaction of the maxilla, clinicians need to pay particular attention to surgery and postoperative care.

A Study of the Knowledge and Attitude Toward AIDS and Hepatitis B (Focused on Students of Department of Dental Hygiene Students) (AIDS와 B형간염에 대한 지식 및 태도에 관한연구(일부 치위생과 학생을 중심으로))

  • Choi, Sung-Suk;Lee, Kye-Hee;Ryu, Hae-Gyum
    • Journal of Korean Clinical Health Science
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    • v.2 no.3
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    • pp.195-202
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    • 2014
  • Purpose. The purpose of this study was conducted to provide the hospital infection control and personal protection, protection of the technician based on data by examining the relationship of hepatitis B knowledge of AIDS knowledge and attitudes of dental hygiene students and the purpose of the present study. Methods. The research subjects were 390 dental hygiene students in limited and data were collected through structured questionnaires. The collected data is analyzed by spss version 14.0 a statistical program for the frequency and one-way ANOVA, multiple linear regression analysis. Results. The received training students of AIDS knowledge and attitudes were higher, hepatitis B knowledge scores and attitudes about AIDS was a statistically significant difference (p <0.001), The experience clinical practice students was AIDS knowledge and attitudes were hepatitis B knowledge high score and difference was statistically significant(p <0.05), The knowledge AIDS and hepatitis B, higher score showed the attitudes significant increase was found to be a static relationship between two variables by both statistically (p <0.001). Conclusion. In order to provided with a thorough prevention program for infectious disease, strengthen school health education and clinical training to help achieve a mutually constructive relationship with the patient through proper education about infectious diseases.

Determinants of Circulating Soluble Leptin Receptor and Free Leptin Index in Indonesian Pre-Pubertal Obese Male Children: A Preliminary CrossSectional Study

  • Hendarto, Aryono;Nagrani, Dimple G.;Meiliana, Anna;Sastroasmoro, Sudigdo;Sjarif, Damayanti R.
    • Pediatric Gastroenterology, Hepatology & Nutrition
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    • v.23 no.2
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    • pp.163-173
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    • 2020
  • Purpose: This study aimed to investigate the clinical and metabolic determinants of circulating soluble leptin receptor (CSLR) and free leptin index (FLI) in pre-pubertal obese male children. Methods: We conducted a preliminary cross-sectional study at three tertiary hospitals and one public primary school. Eighty obese male children without growth and developmental abnormalities aged 5-9 years were recruited. In these children, obesity was solely caused by excessive food intake, and not by acute illness, medications, endocrine abnormalities, or any syndrome. Body mass index (BMI), body fat mass, carbohydrate intake, fat intake, high density lipoprotein cholesterol level, low density lipoprotein cholesterol level, triglyceride level, and Homeostatic Model Assessment for Insulin Resistance are the potential determinants for leptin regulation, which is represented by CSLR level and FLI. Results: Carbohydrate was the main source of energy. BMI and body fat mass had negative weak correlation with CSLR and positive weak correlation with FLI. Furthermore, carbohydrate intake was found to be independently associated with CSLR based on the results of the multiple linear regression analysis. Following an increase in carbohydrate intake, CSLR level decreased progressively without any negative peak. Conclusion: Leptin regulation in prepubertal obese male children is associated with body composition and dietary intake. Carbohydrate intake is useful for predicting CSLR. Lipid profiles and insulin resistance are not related to both CSLR and FLI. Treatment and prevention of leptin resistance in obese children should focus on reducing BMI, fat mass, and carbohydrate intake.