• Title/Summary/Keyword: Stepwise multiple regression analysis

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Biological Monitoring of Paint Handling Workers exposed to PAHs using Urinary 1-Hydroxypyrene (다핵방향족탄화수소류에 노출된 페인트 취급 근로자에서 요 중 1- Hydroxypyrene을 이용한 생물학적 모니터링)

  • Lee, Jong-Seong;Kim, Eun-A;Lee, Yong-Hag;Moon, Deog-Hwan;Kim, Kwang-Jong
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.15 no.2
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    • pp.124-134
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    • 2005
  • To investigate the exposure effect of polynuclear aromatic hydrocarbons (PAHs), we measured airborne total PAHs as an external dose, urinary 1-hydroxypyrene (1-OHP) as an internal dose of PAHs exposure, and analyzed the relationship between urinary 1-OHP concentration and PAHs exposure. The study population contained 44 workers in steel-pipe coating and paint manufacture industries. The airborne PAHs was obtained during survey day, and urine were sampled at the end of shift. Personal information on age, body weight, height, eniployment duration, smoking habit, and alcohol consumption was obtained by a structured questionnaire. Airborne PAHs were analyzed by the gas chromatograph with mass selective detector. Urinary 1-OHP levels were analyzed by the high performance liquid chromatograph with ultraviolet wavelength detector. For statistical estimation, t-test, ${\chi}^2$-test, analysis of variance, correlation analysis, arid regression analysis were executed by SPSS/PC (Windows version 10). The mean of environmental total PAHs was $87.8{\pm}7.81{\mu}g/m^3$. The mean concentration ($526.5{\pm}2.85{\mu}g/m^3$) of workers in steel-pipe coating industries using coal tar enamel was the higher than that ($17.5{\pm}3.36{\mu}g/m^3$) of workers in paint manufacture industries using coal tar paint. The mean of urinary 1-OHP concentration ($51.63{\pm}3.144{\mu}\;mol/mol$ creatinine) of workers in steel-pipe coating industries was the higher than that ($2.33{\pm}4.709{\mu}\;mol/mol$ creatinine) of workers in paint manufacture industries. The mean of urinary 1-OHP concentration of smokers was the higher than that of non-smokers. There was significant correlation between the urinary concentration of 1-OHP and the environmental concentration of PAHs (r=O.S48, p<0.001), pyrene(r=0.859, p<0.001), and urinary cotinine (r=0.324, p<0.05). The regression equation between the urinary concentration of 1-OHP in ${\mu}g/g$ creatinine($C_{1-OHP}$) and airborne concentration of PAHs (or pyrene) in ${\mu}g/m^3$ ($C_{PAHs}$ or Cpyrene) is: Log ($C_{1-OHP}$)=-0.650+0.889×Log($C_{PAHs}$), where $R^2=0.694$ and n=38 for p<0.001.Log ($C_{1-OHP}$)=1.087+0.707${\times}$Log(Cpyrene), where $R^2=0.713$ and n=38 for p<0.001. From the results of stepwise multiple regression analysis about 1-OHP, significant independents were total PAHs and urinary cotinine (adjusted $R^2=0.743$, p<0.001). In this study, there were significant correlation between the urinary concentration of 1-OHP and the airborne concentration of PAHs. The urinary 1-OHP was effective index as a biomarker of airborne PAHs in workplace. But it was influenced by non-occupational PAHs source, smoking.

The relationship between posterior dental compensation and skeletal discrepancy in class III malocclusion (골격성 III급 부정교합자의 악골 부조화가 구치부 치성보상에 미치는 영향)

  • Sung, Ji-Hyun;Son, Woo-Sung;Kim, Sung-Sik
    • The korean journal of orthodontics
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    • v.33 no.1 s.96
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    • pp.41-49
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    • 2003
  • This study examined the relations between degree of posterior dental compensation and skeletal discrepancy in Class III malocclusion. The pretreatment lateral cephalogras and dental casts of 87 skeletal Class III adults were selected to provide a random sampling of skeletal Class III malocclusion. Skeletal discrepancy was described with ANB angle, Wits appraisal, SN-Mn plane angle, FMA and ratios of basal arch width. Degree of posterior dental compensation was described with maxillary intermolar angle, mandibular interolar angle and sum of intermoloar angle. The relationships between skeletal discrepancy and degree of posterior dental compensation were analyzed with simple correlation analysis, stepwise multiple regression analysis. The results were as follows 1. A strong association was found between the variation in the anteroposterior measure, ANB angle and the variation of posterior dental compensation measures, sum of intermolar angle and mandibular intermolar angle in skeletal Class III malocclusion. 2. There was no statistically significant relationship between the variation in the vertical measures and the variation of posterior dental compensation measures in skeletal Class III malocclusion. 3. There was no statistically significant relationship between the variation in the anteroposterior and vortical measures and degree of basal arch width discrepancy.

An Analytic Study on Influencing Factors for Sexual Satisfaction in Women Who have had a Hysterectomy (자궁절제술 부인의 성생활 만족에 관한 요인 분석)

  • 장순복
    • Journal of Korean Academy of Nursing
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    • v.19 no.2
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    • pp.160-172
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    • 1989
  • This research was done to clarify the factors related to sexual satifaction in women who have had a hysterectomy, and to idenify which factors had statistically significant influence of sexual satisfaction of the subjacts. The objective of this study was to identify the variables related to sexual adaptation which might be changed by nursing intervention. This was a cross-sectional descriptive correlation study. There were 230 subjects in the study, and they were selected by a convenient sampling method. The tool. for this study was developed by the researcher through modification of the Dergatis Sexual Function Inventory(DSFI). A pilot study was done to determine the necessary modifications. Data collection was done between Sept. 1987 and Du. 1987 using a mailed questionnaire. The characteristics of the subjects were as follows : The mean age of the subjects was 42.3 years and 204(87.4%) of the subjects had nine or more years of education. The mean income of the subjects was 85.8870 won / month, and 179(77%) of them were housewives. The mean number of pregnancies and children were 4.9 and 2.5 respectively. Oophorectomies were included in the surgery for 66(28.7%) of the subjects. Only 12(5.2%) were planning to have more children. Only 88(38.3%) of the subjects had received information prior to the surgery regarding health problems related to the operation and less than half, 111 (48.3%), had received this kind of information before discharge. Lay persons were the source of information about the post-operation status for 196 (85.2%) of the subjects, but the content of the information did not significantly influence the sexual satisfaction score. Only 16(7.0%) of the subjects said they regretted having a hysterctomy while 102(44.3%) said they were pleased to have had a hysterectomy. Ninety (39.1 %) of the subjects reported that their husbands had “stress” and 164(71.3%) of the subjects reported “stress”. The results of this study are summarized as follows : 1. The mean score for sexual satisfaction of the subjects was 34.24 with a possible maximum score of 50.00. Eighty two(35.8%) were responded that they were satisfied with their sexual life but 61 (26.5%) were responded that they were dissatisfied with their sexual life 2. The following 15 factors extracted from the results of the data analysis were significantly related to sexual satisfaction(p<.05) ; support of husband, body image, emotion, knowledge of sex, menopausal symptoms, sexual behavior, the feelings the subjects had about the hysterectomy, stress for both subject and husband, the number of children, health information given before operation, job, age, level of education and income. The five most important factors influencing sexual satisfaction were identified by using stepwise multiple regression analysis. The most important factor was support of husband, which explained 17.83% of the total variance. The remaining factors in order of significance were : Knowledge of sex, income, job, and emotional status. Those five factors explained 35.16% of the sexual satisfaction. In conclusion, for the care of women who are going to be discharged from hospital after having had a hysterctomy, nurses have to work with the husbands to help them to understand the importance of their support. Nurses also need to make sure that the subjects have an adequeate knowledge of sexual life after a hysterectomy. Also nursing interventions should focus on subjects who do not have a job, who are of low economic status, and the subjects who are under the unpleasant mood.

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A Study on the Family Problem of the Hospitalized Patients (입원환자가족의 가정문제에 관한 연구)

  • Hwang Youngbin
    • Journal of Korean Public Health Nursing
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    • v.4 no.2
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    • pp.79-99
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    • 1990
  • This study was conducted to identify the family problems of the in-patients and to analize factors Influencing to the family problems. The subjects for this study were 277 family members those who were giving care for the adult patients during hospitalized in general wards at Seoul National University Hospital in Seoul. Data were collected through interviews with the questionnaire from September second to September twentieth in 1989. The instrument used for this study was the family problems scale which was developed by the researcher. Analysis of data was done by frequency, percent, mean, t-test, ANOVA, Pearson-Correlation Coefficients, and Stepwise Multiple Regression Analysis. The results of this study are summarized as follows: 1. General characteristics of the care-giver in family. The average age of care-givers was 37.9 years, and the $26.4\%$ of monthly Income of family was 310,000-500,000 won group. The $93.5\%$ of family had taken the responsibility of caring for the patients instead of hiring the care-givers, and the $12.3\%$of the care-givers complained weakning of health status during care giving for the patients. The spouse took the largest part of responsibility of the care-giving services to the patient among the family members. 2. General characteristics of the patients. The average age of patient was 47 years, and the $80.9\%$ of patient was married status. The $39\%$ of patient was father in the position of family, and the $41.5\%$ had the responsibility to support their family before hospitalization. The average hospitalization period of patient was 24.3 day and the $50.9\%$ had admission experience. 3. The factors of family problems which were faced by the family were classified into six problems. The factors of family problems were ranked as follows; the first rank problem was related to care-giving for the patients. the second problem was resulted from the patients diseases, the theirds problem was related with adaptation to the hospital enviroments, the fourth problem was related to the arisen conflicts with medical team. the fifth problem was related to the change of family function. and the sixth problem was the financial problem. 4. The relationship between the family problems and the general charateristics of the care-givers showed that the nuclear type family was higher the family problems, that the admission period of patients became longer, and that the family who had the worse condition of health status of the care givers during care giving for the patients. From the above results, it was confirmed that the family care giving for patients was faced with some problems resulted from patient's illness, relation to the medical team, adaptation to the hospital enviroment, financial problem. change of family function, and care-giving for patients.

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Analysis of Protease and Antiprotease Concentrations in Retired Workers Exposed to Inorganic Dusts

  • Shin, Jae-Hoon;Hwang, Joo-Hwan;Lee, Kyung-Myung;Lee, Jong-Seong;Lee, Jeong-Oh;Choi, Byung-Soon;Kim, In-Sik
    • Biomedical Science Letters
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    • v.15 no.4
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    • pp.309-317
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    • 2009
  • Occupational exposure to inorganic dusts such as coal and silica has been identified as a chronic obstructive pulmonary disease (COPD) risk factor. This risk factor causes lung inflammation and protease-antiprotease imbalance. This abnormal inflammatory response of the lung induces parenchymal tissue destruction and leads to progressive airflow limitation that is characteristics of COPD. The aim of this study was to determine the relationship of proteases such as neutrophil elastase (NE) and matrix metalloproteinase (MMP)-9 and antiproteases such as alpha-1 antitrypsin (AAT) and tissue inhibitors of metalloproteinase (TIMP)-1 with lung function. The study population contained 223 retired workers exposed to inorganic dusts. We performed lung function test, including percent of forced expiratory volume in one second ($%FEV_1$) predicted and $%FEV_1$/forced vital capacity (FVC). We analyzed serum MMP-9, AAT, TIMP-1 and plasma NE concentrations by sandwich enzyme immunoassay. NE, AAT, and TIMP-1 concentrations in workers, who had $%FEV_1$<80% predicted, were higher than those of workers who had $%FEV_1{\geq}80%$ (P<0.05). Both AAT and TIMP-1 concentrations in workers with airflow limitation were higher than those of workers with normal airflow (P<0.05). $%FEV_1$ predicted showed significant negative correlation with AAT (r=-0.255, P<0.0l), TIMP-1 (r=-0.232, P<0.01), and NE (r=-0.196, P<0.01). $%FEV_1$/FVC predicted showed significant negative correlation with NE (r=-0.172, P<0.05). From the results of stepwise multiple regression analysis about $%FEV_1$ and $%FEV_1$/FVC, significant independents were NE (r=-0.135, P=0.001) and AAT (r=-0.100, P=0.013) in $%FEV_1$, and NE (r=-0.160, P=0.014) in $%FEV_1$/FVC. In the present study, there were significant correlations between airflow limitation and protease concentration and between airflow limitation and antiprotease concentration. Serum protease and antiprotease concentrations, however, may be affected by the biological and inflammatory responses. It is necessary to evaluate specimens more reflected the effects of proteases and antiproteases in the lung such as lung tissue, bronchoalveolar lavage fluid, and exhaled breath condensate (EBC).

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Factors Influencing Acculturative Stress of Migrant Workers (외국인 근로자의 문화적응 스트레스 영향요인)

  • Kim, Ji-Hyun;Kim, Bo-Mi
    • Journal of Digital Convergence
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    • v.15 no.8
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    • pp.277-287
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    • 2017
  • The purpose of this study was to identify acculturative stress, social support and self esteem in migrant workers. The data of 181 subjects were collected from June 1st to September 27, 2016, and analyzed using the SPSS WIN 23.0 program. Results: There was a significant negative correlation among acculturative stress, social support(r=-.465, p<.001) and self esteem(r=-353, p<.001). Stepwise multiple regression analysis showed self esteem(${\beta}=-.21$, p<.001) and job(${\beta}=-.02$, p<.05) were significant factors affecting acculturative stress(F=27.672, p<.001). The results of the study indicate that the efforts, to improve self esteem, and to increase social support, are required to decrease acculturatives stress among migrant wokers. The results are expected to be utilized in development of supportive program for migrant workers adaptation. In the following study, the analysis of structural equation modeling about additional factors of acculturative stress among migrant workers will be needed.

The Relationship Between Smoke-Yields and Tipping Materials of the Cigarette (담배 연기발생과 Tipping 재료와의 상관성 연구)

  • Kim, Young-Hoh;Lee, Young-Taek;Kim, Sung-Han;Kim, Chung-Ryul;Kim, Jong-Yeol;Shin, Chang-Ho;Lee, Keun-Hoi
    • Journal of the Korean Society of Tobacco Science
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    • v.20 no.1
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    • pp.131-138
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    • 1998
  • In order to minimize the trial frequency in the new filter cigarette design, we studied the relationship between smoke yield and tipping materials of cigarette. A three levels full factorial design involving filament denier (X1,2.5-3.3d), Porosity of the acetate filter plug wrap (X2, 3,500-16,000CU) and porosity of the tip paper (X3, 400-1,200CU) was used. Three independent factors (Xl, X2, X3) were chosen for their effects on the various responses and the function was expressed in terms of a quadratic polynomial equation, Y : $\beta$o + $\beta$1Xl + $\beta$2X2 + $\beta$3X3 + $\beta$11Xl2 + $\beta$22X22+ $\beta$33X32 + $\beta$12X1X2 + $\beta$13XIX3 $\beta$23X2X3 which measures the linear, quadratic, and interaction effects. Twenty-nine trial numbers were obtained as a results of using a three levels full factorial design and it was analyzed by the multiple regression analysis with backward stepwise in STATISTICA/pc under restricted conditions. Tar yields of the cigarette was affected by porosity of tip paper (0.66), filament denier (0.47) and porosity of plug wrap (0.28) in the decreasing order, and linear effect of tip paper porosity (B3) and filament denier (91) were significant at a level of 0.01($\alpha$). The filament denier and tipping paper porosity interaction F ratio among three factors had a P-value of 0,000041, indicating higher interaction between these factors. Based on the analysis of variance, the model fitted for Tar (Y1) was significant at 5% confidence level and the coefficient of determination (0.96) was the proportion of variability in the data fitted for by the model.

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Studies on AIDS(Acquired Immune Defficiency Syndrome) Preventive Educational Programs Intended for Domestic and Foreign Industrial Workers (국내외 산업장 근로자의 AIDS(Acquired Immune Deficiency Syndrome)예방교육을 위한 소고)

  • Jung Moon-Hee;Cho Chung Min
    • Journal of Korean Public Health Nursing
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    • v.10 no.1
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    • pp.12-22
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    • 1996
  • Currently. exchanges of industrial workers between countries are more active than ever. and the problem of AIDS in connection with the operation of preventive educational programs has reached a point where the issue cannot be limited to native people alone any more. Based on such judgement. this research has been carried out to provide basic study materials by grasping the latent factors representing the difference between countries in the levels of right knowledge. attitude and behavior with respect to AIDS maintained by workers who have grown in different social and cultural living background. During the period from Apr. 1. 1995 to Jun. 30. questionnaires. written both in Korean and English, were distributed to Korean and Malaysian employees working at certain Korean video manufacturers. and the results of replies. given by 80 workers who were analyzed through matched sampling· method where ages and sex matched by country. were used as the research materials. The gathered materials were analyzed through the SPSS package t-test. ANOVA. factor analysis and multiple stepwise regression methods. and the following results were obtained. 1. The 2 extracted latent factors could be named 'common. social' knowledge factor and 'in-depth. psychological' knowledge factor respectively. 2. The percentile points of 'external. social' knowledge factor. in the case of Korean workers. howed 90.0 at average. a figure 13.75 points higher than those of Malaysian workers. 76.25. On the other hand. the percentile points of the 'in-depth. psychological'knowledge factor showed 70.80 at average in the case of Korean workers. a figure 7.47 points lower than those of Malaysian workers. 78.33. Meanwhile. the difference in percentile points between the 2 latent factors was 8.54 at average. indicating that the points of 'in-depth. psychological' knowledge factor was lower than those of the 'external. social' knowledge factor. 3. As for Korean workers. the percentile points of the 'in-depth. psychological' knowledge factor showed higher points in office workers than in non-office workers. and such variables exhibited in the position of workers can explain the $7\%$ of the latent factor. The percentile points of the 'in-depth. psychological' knowledge factors. in the case of Malaysian workers. showed higher points in groups who had religion than in groups who did not. and higher points in groups who obtained information from newspapers than in groups who obtained from televisions or other sources; and with these 2 variables. $26\%$ of this latent factor can be explained. The results. of analysis described so far suggest that while Korean workers possessed general level of knowledge on AIDS. they had low level of practical knowledge as far as its depth is concerned. and that they had social prejudice on patients as well as on the AIDS infection route. In addition. because the overall knowledge level of Malaysian workers. is lower than that of Korean workers. it suggests that separate programs intended for Malaysian workers are required prior to executing integrated programs.

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The Effect of Participation Motivation and Satisfaction on the Participation Persistence among Adult Learners at College Continuing Cducation Center (전문대학 평생교육 학습자의 평생교육프로그램 참여 동기와 만족도가 참여 지속의도에 미치는 효과)

  • Yoo, Mi-soo;Kwak, Keun-Hey;Park, Sun-Jung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.12
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    • pp.414-422
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    • 2017
  • This study was conducted to analyze the effects of motivation and satisfaction with continuing education on the intention to participate in college continuing education programs among adult learners. and participation of continuing education to improve the quality of Continuing education programs operated by College and to develop diverse educational programs that reflect the needs of adult learners and increase their participation rate. This study analyzed data collected from 412 adult males and females taking courses at the Lifelong Education Center in four professional universities in Gyeonggi-do from May 1 to June 20, 2017. Data analysis was performed using SPSS Version 21.0 program, and general characteristics of the subjects were used. Descriptive statistics, t-tests and ANOVA were used to identify differences in participants' motivation, satisfaction with education, and intention to participate. Participants' motivation, satisfaction with education, and intention to participate were analyzed by Pearson's correlation. Participants were analyzed by stepwise multiple regression analysis. There was a significant positive correlation between motivation for participation in college continuing education programs, intention to participate in education programs, and intention to participate. The factors influencing participants' motivation for participation were participation motivation and education satisfaction 41.2%.The results of this study suggest that it is necessary to develop and operate a program considering the factors that can improve motivation for participation and educational satisfaction to increase learner motivation.

The Effect of Self-leadership and Rejection Sensitivity on Subjective Quality of Life in College Students (전문대학생의 셀프리더십, 거부민감성이 주관적 삶의 질에 미치는 영향)

  • Lee, Yunju;Seo, Bomi
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.9
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    • pp.156-165
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    • 2018
  • The purpose of this study was to provide a basic data required to improve the satisfaction of life in college students. A sample of 607 students attending the university in Incheon, Korea completed a survey, which consisted of a quality of life questionnaire and sociodemographic inventory. The data were collected between November 14 and November 30, 2016. Data analysis was performed using t-test, ANOVA, Pearson correlation coefficients, and stepwise multiple regression analysis with SPSS/WIN 18.0 program. The subjective quality of life was significantly correlated with self-leadership (r=.279, p<0.01) and rejection sensitivity (r=-.224, p<0.01). The significant predictors that influence the quality of life of subjects were satisfaction in major, natural reward strategies, gender, anticipated anxiety and grade, in which 27.6% (F=47.27, p<0.01) was the explained variance. (Ed note: confirm) This study showed that rejection sensitivity and self-leadership were significant factors that influenced college students' subjective quality of life. Therefore, college administrators may consider developing educational programs about rejection sensitivity and self-leadership for college students to improve subjective quality of life.