• Title/Summary/Keyword: logistic multiple regression

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Homebound status and Related Factors According to Age in Female Elders in the Community (지역사회 재가 여성노인의 칩거와 영향 요인)

  • Choi, Kyung-Won;Park, Eun-A;Lee, In-Sook
    • Journal of Korean Academy of Nursing
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    • v.42 no.2
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    • pp.291-301
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    • 2012
  • Purpose: The purpose of this study was to investigate homebound status and significant related factors for community-dwelling female elders according to age. Methods: The participants were female elders over 65 years of age registered in public health centers. Data were collected by interviewing the elders, who voluntarily completed the entire survey. For data analysis, descriptive statistics and multiple logistic regression were performed using SPSS version 18.0. Results: There were statistically significant differences in homeboundness and related factors between the young-old (65 to 74 years of age) and the old-old (75 years of age or older). The level of homeboundness of the old-old was higher than that of the young-old. Multiple logistic regression showed, timed "up and go", depression, and fear of falling as significantly associated with homebound status of the young-old, while hand grip strength (right), timed "up and go", static balance ability, severity of urinary incontinence, and fear of falling as significant for the old-old. Conclusion: The findings of this study indicate that homebound status and related factors for elders are different according to age, and therefore, interventions to prevent and help homebound elders get over being homebound should be developed according to age.

Identification of weight-control behaviors practiced by diverse groups of college students

  • Lee, Soo-Kyung;Keenan, Debra Palmer;Ryu, Ho-Kyung
    • Nutrition Research and Practice
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    • v.1 no.3
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    • pp.218-223
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    • 2007
  • This study investigated: 1) what weight-related behaviors college students practiced; 2) if the behaviors were performed for weight-related reasons; and 3) whether the behavioral practices differed by gender, race, and body weight status. This cross-sectional study used a questionnaire to collect information from a non-probability sample of undergraduate students (n=379; 48% men) recruited from large introductory psychology classes. Chi-square tests were conducted to examine simple comparisons, and multiple logistic regression analyses assessed differences. Male students reported adopting significantly fewer weight-related behaviors than females. Most frequently males increased exercise (69.2%), increased fruit and vegetable consumption (50%), skipped meals (46%), cut out sweets and junk foods (40%), and cut out between-meal snacks (35%). Female students most frequently increased exercise (67.4%), skipped meals (63%), increased fruit and vegetable consumption (62%), reduced the amount of food eaten (60%), and cut out between-meal snacks (51%). Negative behaviors were engaged in by only a few participants. Weight-related reasons were a significant factor for weight-related behavior adoption. Multiple logistic regression analyses showed that gender was consistently and significantly associated with the adoption of weight-related behaviors, while race and weight status were less consistently associated. Findings of this study will be helpful to dietitians who counsel college students. Results of this study may support effects to bring more comprehensive behaviorally-focused health md nutrition interventions to college campuses.

Association Between Occupational Standing Time and Metabolic Syndrome in Korean Male Workers (근로자의 서서하는 작업시간과 대사증후군의 관련성)

  • Kim, Ki-Woong
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.24 no.3
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    • pp.383-392
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    • 2014
  • Purpose: In this study, we sought to understand the risk factor for chronic disease of workers by studying the association between occupational standing time and metabolic syndrome(MetS) in full-time 300 male workers. Materials: Data on age, life habit, work related information of the subjects were surveyed using self-reported questionnaire and interview. MetS was identified based on the report of Alberti et al.(2009). As for the data analysis, SPSS 19.0 was used to conduct the descriptive statistic, ANOVA, Pearson correlation coefficient and multiple logistic regression analysis. Results: Daily working hour affects on the lifting heavy objects, running and strenuous exercise(r=-0.137, p<0.01), and total physical function decreased with the increase in age(r=-0.145, p<0.01). Also, obese was significantly associated with genuflection and bend over(r=-0.110, p<0.05). On multiple logistic regression analysis for the diagnostic indices of MetS, occupational standing time were significantly associated with waist circumference(odds ratio=0.885, ${\beta}$ value=-0.122, 95% CI=0.797-0.983, p<0.05) and triglyceride (odds ratio=0.873, ${\beta}$ value=-0.136, 95% CI=0.800-0.953, p<0.01). Conclusions: These results suggest that the working posture may be important risk factor in pathogenesis and growing of MetS and cardiovascular disease.

A survey on the awareness of water fluoridation in Mokpo city (수돗물불소농도조정사업에 관한 목포시민의 의식에 관한 조사)

  • Kwag, Jung-Suk;Moon, Sang-Eun;Choi, Hung-Hwa
    • Journal of Korean society of Dental Hygiene
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    • v.13 no.1
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    • pp.158-165
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    • 2013
  • Objectives : The purpose of this study was to obtain the community residents' support and approval on the water fluoridation program in Mokpo, Korea. Methods : Questionnaires of this were 1085 adults, over the age of 20, who resided in the Mokpo city for over the 1year. In order to analyze the factors that were related to the approval on administering water fluoridation program, the data analyzed using a chi-squared test and a multiple logistic regression analysis. Results : Respondents approving the implementation of water fluoridation were 50.5%. The general factors of approval were age, education, Monthly household income. The knowledge factors of approval were experience of hearing of this program, the knowledge of the purpose of this program, the knowledge of the some regions in South Korea had been implement water fluoridation. The results of multiple logistic regression analysis were the awareness of oral health and the knowledge level of water fluoridation were related with this program approval. Conclusions : In order to enhance the rate of approval on administrating the water fluoridation, it is necessary to publicize the purpose, effect, and stability of this program, through a diverse mass media and reinforce the health education program to oral health management.

Determinants of untreated experiences among persons with physical disability (일부 지체장애인의 미치료 경험에 영향을 주는 결정요인 분석)

  • Yu, So-Yeon;Kim, Ye-Soon;Hong, Hyun-Sook;Cheon, Mi-Kyung;Mo, Jin-A
    • Health Policy and Management
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    • v.21 no.4
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    • pp.565-584
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    • 2011
  • Objective: This study is examined the factors affecting forms of untreated experiences in persons with physical disability. Method: The data collected from 461 persons with physical disability in community. Based on the Behavioral Model of Andersen, predisposing, enabling, and need factors are hypothesized to affect persons with physical disability's untreated experiences. The data were analyzed by statistical methods such as frequency and multiple logistic regression analysis. Result: Participation rates of untreated experiences were 26.7%. The significant factors of persons with physical disability's untreated experiences are predisposing factors (gender, partner, and religion), enabling factors (income, private insurance, information of assistive device, disability discrimination, and subjective discrimination), and need factors(subjective health status health screening and chronic disease). Also untreated experiences related to gender, subjective health status, health screening, and chronic disease factors using multiple logistic regression analysis. Conclusion: Implications of the findings were discussed and the recommendations for the improvement of health care utilization, subjective health statue. Especially, development of health education and program should be needed persons with physical disability.

Factors Influencing Cardiopulmonary Resuscitation Performance on a Stranger (일 지역 주민의 심폐소생술 수행에 미치는 영향요인)

  • Kim, Hyun-Sook;Uhm, Dong-Choon;Hong, Sun-Woo
    • The Journal of Korean Academic Society of Nursing Education
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    • v.16 no.2
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    • pp.339-346
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    • 2010
  • Purpose: Bystander cardiopulmonary resuscitation (CPR) improves survival. However, there have been few studies on the performance of bystander CPR in Korea. This study was done to identify the reasons for being unwilling to perform CPR, and to investigate the factors associated with performing CPR on a stranger in an emergency situation. Method: The participants in this study were 444 local residents. Data were collected by using self-reported questionnaires from May 1 to June 30, 2010. For data analysis, descriptive statistics and multiple logistic regression were performed using SAS version 9.1. Result: Only 32.2% of respondents reported being willing to perform CPR on a stranger. The major reason for not being willing to perform CPR on a stranger was "have no confidence to perform CPR well". From multiple logistic regression analysis, statistically significant predictors of CPR performance on a stranger were found to be a higher educational level (OR=6.11, 95% CI 1.46-25.52), neighbors with angina pectoris or myocardial infarction (OR=6.65, 95% CI 3.93-11.24), and having confidence of performing CPR (OR=3.02, 95% CI1.78-5.14). Conclusion: CPR education (including automatic external defibrillator) should be offered to family members and neighbors. In addition, the Good Samaritan Law must be given wider publicity at the national level.

Fall Risk in Low-Income Elderly People in One Urban Area (도시 빈곤 노인의 낙상발생 위험요인에 관한 연구)

  • Choi, Kyung-Won;Lee, In-Sook
    • Journal of Korean Academy of Nursing
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    • v.40 no.4
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    • pp.589-598
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    • 2010
  • Purpose: The purpose of this study was to investigate the factors that increase of the risk for falls in low-income elders in urban areas. Methods: The participants were elderly people registered in one of public health centers in one city. Data were collected by interviewing the elders, assessing their environmental risk factors, and surveying relevant secondary data from the public health center records. For data analysis, descriptive statistics and multiple logistic regression were performed using SPSS version 14. Results: Stroke, diabetes, visual deficits, frequency of dizziness, use of assistive devices and moderate depression were statistically significant risk factors. The comorbidity of chronic diseases with other factors including depression, visual deficit, dizziness, and use of assistive devices significantly increased the risk of falls. From multiple logistic regression analysis, statistically significant predictors of falls were found to be stroke, total environmental risk scores, comorbiditiy of diabetes with visual deficits, and with depression. Conclusion: Fall prevention interventions should be multifactorial, especially for the elders with stroke or diabetes, who were identified in this study as the high risk group for falls. A fall risk assessment tool for low-income elders should include both the intrinsic factors like depression, dizziness, and use of assistive devices, and the extrinsic factors.

Factors Associated with Depression among Workers by Socio-economic Factors, Health Behaviors, and Characteristics of Work Environment (근로자의 우울 관련 요인: 사회경제적 특성, 건강행태, 근무환경을 중심으로)

  • Lee, Hyunkyung;Sohn, Minsung;Choi, Mankyu
    • Korean Journal of Health Education and Promotion
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    • v.30 no.5
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    • pp.125-138
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    • 2013
  • Objectives: The purpose of this study is to analyze factors associated with depression among workers in South Korea by socio-economic factors, health behaviors, and working conditions. Methods: Study subjects include 4,251 adults (19 and older) who are currently working using the data from 2009 National Health and Nutrition Survey. Data were analyzed using frequency test, $X^2$ test, and multiple logistic regression. Results: Multiple logistic regression analysis showed that gender (OR=1.91, p<.001), age (OR=1.53, p=.030), marital status (31-39: OR=1.88, p=.029) were significantly related to depressing among socio-economic factors. Next, among health behaviors factors, perceived health status (Poor: OR=1.76, p=.049; Very poor: OR=3.46, p=.002) was statistically significant. Among characteristics of work environment, trust and respect (OR=1.34, p=.049) and working with hidden emotion (OR=1.88, p<.001) were significantly related to depression. Conclusions: In order to manage and reduce depression among workers, it is important to develop appropriate mental health promotion programs both in work places and in regulations.

Influencing Factors on Work-related Musculoskeletal Disorders of Women Workers (제조업 여성근로자의 근골격계 증상에 영향을 미치는 요인)

  • Kim, Souk-Young;Kim, Hee-Jeong;Jeon, Hong-Jin
    • Korean Journal of Occupational Health Nursing
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    • v.14 no.1
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    • pp.5-15
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    • 2005
  • Purpose: The purpose of this study are to identify the influencing factors on work-related musculoskeletal disorders of women workers. Method: Data were collected by questionnaires from 616 women workers from in such industries as electronics, food product, garment product and analyzed using descriptive statistics, multiple logistic regression. Result: As its result, 71.3% of female manufacturing workers had musculoskeletal symptom. When Multiple logistic regression analysis on factors relating to musculoskeletal symptoms was carried out, age, work posture, job demand, type of industry, working hour, type of work, family support were statistically significant variables. Conclusion: In conclusion, this study identifies that age, work posture, job demand, type of industry, working hour, type of work, family support are important factors affecting WMSDs.

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A Study on Factors Influencing the Appraisal of Uncertainty in Patients having Rheumatoid Arthritis (류마티스 관절염 환자의 불확실성 인지에 영향을 주는 요인 탐색)

  • Yoo, Kyoung-Hee
    • Journal of muscle and joint health
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    • v.4 no.2
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    • pp.277-296
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    • 1997
  • This study was conducted to investigate the influencing factors on the appraisal of uncertainty in patients having rheumatoid arthritis. Subjects of the study constituted 528 patients who visited outpatient clinics of two university hospitals and one general hospital in Seoul. Self report questionnaires were used to measure the variables influencing the appraisal of uncertainty. Reliability coefficients of these instruments were found Cronbach's Alpha=$.70{\sim}.96$. In data analysis, SPSS PC 6.0 program was utilized for descriptive statistics, Pearson's correlation, logistic and multiple regression analysis. The results of logistic and multiple regression analysis were as follows 1) Among the independent variables, significant factors to explain the appraisal of uncertainty in patients were uncertainty(p<.001), severity of illness(p<.05), educational level (p<.05) and age (p<.05). 2) When patients appraised uncertainty as "Danger", significant factors to explain the appraisal of uncertainty were uncertainty(p<.0001), age(p<.0005), severity of illness(p<.001), educational level (p<.05). 3) When patients appraised uncertainty as "Opportunity", significant factors to predict the appraisal of uncertainty were uncertainty(p<.0005), social support(p<.0005), severity of illness(p<.005), credible authority(p<.05), age(p<.05) and educational level (p<.05).

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