• Title/Summary/Keyword: Multiple linear Regression

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Mediating effects of burnout and moderating effects of organizational support on the relationship between emotional dissonance and job satisfaction in dental hygienists (치과위생사의 감정부조화와 직무만족도 간의 관계에서 소진의 매개효과와 조직적 지지의 조절효과)

  • Kim, Cho-Rong;Choi, Jun-Seon
    • Journal of Korean society of Dental Hygiene
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    • v.18 no.4
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    • pp.489-499
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    • 2018
  • Objectives: The purpose of this study was to investigate the mediating effects of burnout and to identify the moderating effects of individual factors and organizational factors on the relationship between emotional dissonance and job satisfaction. Methods: This cross-sectional study included 270 dental hygienists working full-time at dental care facilities. The data on the socio-demographic characteristics, emotional dissonance, burnout, job satisfaction, and individual and organizational factors were collected. The individual (self-efficacy and ego resilience) and organizational (social support, organizational support and wage satisfaction) factors were considered as the moderating variable. For statistical analyses, t-test, one-way ANOVA and multiple linear regression were used. Results: Burnout was found to be a significant mediator on the relationship between emotional dissonance and job satisfaction(p<0.001). The variables moderating the relationship between emotional dissonance and burnout were identified as social support, organizational support and wage satisfaction (p<0.05), while the variables moderating the relationship between burnout and job satisfaction were wage satisfaction and ego resilience (p<0.05). Conclusions: To prevent the decrease in job satisfaction due to emotional dissonance, the management of dental care facilities should have a better understanding of burnout in dental hygienists, which requires individual and organizational efforts to be moderated. In addition, as organizational support has been identified as the factor mitigating the negative effects of emotional dissonance, it is highly necessary to adopt the preceptor system, improve communication systems and expand welfare policies of organizations.

A Study for Automatic Analysis of Qualysis of Quality Components in Tabacco Leaves Using Non-destructive Analytical Method (근적외 분광분석법에 의한 잎담배의 품질측정 자동화)

  • Cho, Rae-Kwang;Lee, Kyung-Hee;Lee, Jung-Hwan;Kwon, Yong-Kil
    • Applied Biological Chemistry
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    • v.37 no.5
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    • pp.349-355
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    • 1994
  • The present study was conducted to develop the automatic analytical method for determining moisture, nicotine, reducing sugar and total nitrogen contents and color(L, a, b) value in domestic tobacco leaves using near infrared(NIR) spectroscopy. The results of multiple linear regression analysis between chemical and NIR data showed that NIR spectro-scopy can determine those quality components of tobacco samples in 30 seconds, non-destructively. The results using developed calibrations are summarized as follows; The standard error of prediction(SEP) for moisture, nicotine. total nitrogen, reducing sugar contents and color(L, a, b) value in domestic tobacco leaves was 0.28%, 0.25%, 0.07%, 0.75%, 1.25, 0.44 and 1.07, respectively. In addition, The possibility of developing the cheaper filter type NIR instrument, for quality evaluation in the procurement from leaf tobacco cultivators and process control was investigated.

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Relation of the Physical Performance and Fear of Falls of the Elderly (노인의 신체기능과 낙상두려움과의 관계)

  • Yun, Eun-Suk;An, Jisook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.10
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    • pp.6242-6249
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    • 2014
  • The aim of this study was to determine the physical performance and fear of falls in the community dwelling elderly and to investigate how the factors were connected to one another. The data was collected between January 3rd and March 30th, 2014 from 460 elderly people, aged 65 or older, who agreed to participate in this study. The data was sampled among the elders' assistants as a way of responding to the questionnaire after being read. The study scales were composed of the demographic characteristics, physical function and fear of falls. A total of 139 (30.2%) subjects had experienced a fall. The results showed a positive correlation with the chair rise, standing on the leg, pick up a penny from floor, timed up and go test, and fear of falls. Multiple linear regression analysis showed that a predictor of the fear of falls were chair rise and timed up and go test. A combination of physical performance accounted for 16.9% of the fear of fall. Based on the findings of this study, it is useful to more effectively develop fall prevention and intervention programs in a future study.

An Analysis on the Measurement Items to Assess the Landscape Value of Agriculture and Fisheries Heritage (농어업유산의 경관가치를 측정하기 위한 평가항목 분석)

  • Choi, Woo-Young;Min, Byoung-Wook
    • Journal of Korean Society of Rural Planning
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    • v.20 no.4
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    • pp.89-99
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    • 2014
  • The purpose of this research is first, to define what measurement items in terms of subjective consideration and preference can be used to assess the landscape values of agriculture and fisheries heritage, and second, to understand the perceptive patterns particularly how landscape experts weigh up the importance of the each measurement item. In order to extract the measurement items, extensive literature review was performed including research documents as well as domestic and international policy reports. A survey targeting the experts was conducted to ask their opinions on the importance of the selected items. For the analysis, SPSS 20.0 for Windows was used to carry out reliability analysis, descriptive statistics such as arithmetic mean and frequency distribution, factor analysis, and multiple linear regression modeling. The results are: the importance value of the landscape values in agriculture and fisheries heritage was 4.1494; the ratio value that the experts perceived the importance was 87.2%; and the average of the importance value of the analyzed items was 3.71. All the items have more than 3.00. Ten factor groups were summarized and defined whose total explanation power was 67.86%. The factor groups were named as lyricism, authenticity, environmentally-friendliness, durability, recognizability, regionality, visibility, value of sightseeing, social image, and universality. The factors influencing the landscape values are, in order of importance, recognizability, authenticity, visibility, universality, durability, and nativeness. According to the analysis, however, environmentally-friendliness, regionality, value of sightseeing, and social image were not as important.

Correlation of Occupational Stress Index with 24-hour Urine Cortisol and Serum DHEA Sulfate among City Bus Drivers: A Cross-sectional Study

  • Du, Chung-Li;Lin, Mia Chihya;Lu, Luo;Tai, John Jen
    • Safety and Health at Work
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    • v.2 no.2
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    • pp.169-175
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    • 2011
  • Objectives: The questionnaire of occupational stress index (OSI) has been popular in the workplace, and it has been tailored for bus drivers in Taiwan. Nevertheless, its outcomes for participants are based on self-evaluations, thus validation by their physiological stress biomarker is warranted and this is the main goal of this study. Methods: A cross-sectional study of sixty-three city bus drivers and fifty-four supporting staffs for comparison was conducted. Questionnaire surveys, 24-hour urine cortisol testing, and blood draws for dehydroepiandrosterone-sulfate (DHEA-S) testing were performed. The measured concentrations of these biological measures were logarithmically transformed before the statistical analysis where various scores of stressor factors, moderators, and stress effects of each OSI domain were analyzed by applying multiple linear regression models. Results: For drivers, the elevated 24-hour urine cortisol level was associated with a worker's relationship with their supervisor and any life change events in the most recent 3 months. The DHEA-S level was higher in drivers of younger age as well as drivers with more concerns relating to their salary and bonuses. Non-drivers showed no association between any stressor or satisfaction and urine cortisol and blood DHEA-S levels. Conclusion: Measurements of biomarkers may offer additional stress evaluations with OSI questionnaires for bus drivers. Increased DHEA-S and cortisol levels may result from stressors like income security. Prevention efforts towards occupational stress and life events and health promotional efforts for aged driver were important anti-stress remedies.

C-reactive Protein and Carotid Intima-media Thickness in a Population of Middle-aged Koreans (일부 농촌 지역 성인에서 C-reactive protein농도와 경동맥 내중막 두께)

  • Suh, Min-A;Lee, Joo-Young;Ahn, Song-Vogue;Kim, Hyeon-Chang;Suh, Il
    • Journal of Preventive Medicine and Public Health
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    • v.42 no.1
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    • pp.29-34
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    • 2009
  • Objectives : This study was performed to evaluate the relationship between C-reactive protein(CRP) and carotid intima-media thickness(carotid IMT) in a population of middle-aged Koreans. Methods : A total of 1,054 men and 1,595 women(aged 40-70 years) from Kanghwa County, Korea, were chosen for the present study between 2006 and 2007. We measured high-sensitivity CRP and other major cardiovascular risk factors including anthropometrics, blood pressure, blood chemistry, and carotid ultrasonography. Health related questionnaires were also completed by each study participant. Carotid IMT value was determined by the maximal IMT at each common carotid artery. The relationship between CRP level and carotid IMT was assessed using multiple linear and logistic regression models after adjustment for age, body mass index, menopause(women), systolic blood pressure, total/HDL cholesterol ratio, triglyceride level, fasting glucose, smoking, and alcohol consumption. Results : Mean carotid IMT values from the lowest to highest quartile of CRP were 0.828, 0.873, 0.898, and 0.926 mm for women(p for trend<0.001), and 0.929, 0.938, 0.949, and 0.979 mm for men(p for trend=0.032), respectively. After adjustment for major cardiovascular risk factors, the relationship between CRP and carotid IMT was significant in women(p for trend=0.017), but not in men(p for trend=0.798). Similarly, adjusted odds ratio of increased IMT, defined as the sex-specific top quartile, for the highest versus lowest CRP quartiles was 1.55(95% CI=1.06-2.26) in women, but only 1.05(95% CI=0.69-1.62) in men. Conclusions : CRP and carotid IMT levels appear to be directly related in women, but not in men.

The Impact of Perfectionism and Academic Resilience on Subjective Well-being among Korean Undergraduate Students

  • Ko, Eun;Kim, Hye Young;Kang, Hee Sun
    • Journal of muscle and joint health
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    • v.27 no.1
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    • pp.22-30
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    • 2020
  • Purpose: This study aimed to investigate the correlation among perfectionism, academic resilience and subjective well-being in order to identify factors that affect subjective well-being in Korean undergraduate students. Methods: This study is a descriptive study. This study was performed on 245 students currently studying in a national university in S city. A structured questionnaire was used to collect data regarding the multidimensional perfectionism scale, the academic resilience scale, and the subjective well-being scale. Collected data were analyzed using descriptive statistics, Pearson's correlation coefficient and stepwise linear multiple regression with SPSS 25.0 for Windows. Results: Participants' scores for self-oriented perfectionism (SOP), other-oriented perfectionism (OOP), and socially prescribed perfectionism (SPP), academic resilience and subjective well-being were 64.64±12.78, 53.62±8.90, 56.98±8.96, 92.60±19.55, and 82.93±9.72, respectively. SPP showed a negative correlation with subjective well-being (r=- .27, p<.001), while academic resilience showed a positive correlation with subjective well-being (r=.20, p=.001). Satisfaction with school life, SPP, and academic resilience were identified as factors influencing subjective well-being and explained about 22% of the variance in subjective well-being. Conclusion: This study suggests that we need to identify various factors influencing subjective well-being and accordingly develop nursing interventions to improve undergraduate students' subjective well-being.

Determination of Honey Quality by Near Infrared Spectroscopy (근적외선 분광분석법을 이용한 벌꿀의 품질평가)

  • Cho, Hyeon-Jong;Ha, Yeong-Lae
    • Korean Journal of Food Science and Technology
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    • v.34 no.3
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    • pp.356-360
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    • 2002
  • The honey samples harvested in 1996, 1997, and 1998 were used for calibration and validation. NIR spectra were obtained using NIR spectrometer and quartz glass device with gold coating diffuser. Multiple linear regression and partial least square were used for calibrations. The correlation coefficient (RSQ) and standard error of prediction (SEP) obtained for moisture were 0.997 and 0.1%, respectively. The RSQ and SEP for fructose and glucose were 0.926 and 0.951%, and the SEP were 0.54% and 0.52% respectively. The validation results for sucrose, maltose, HMF definition, and acidity of honey were considered to be sufficient for practical use RSQ and SEP for SCIR were 0.950 and $1.08%_{\circ}$, respectively. These results are indications of the rapid determination of purity of the honey through NIR analysis.

Factors affecting Problematic Drinking of Male College Students in the Gyeongnam Area (경남지역 일부 남자대학생의 문제음주에 영향을 미치는 요인)

  • Seo, Eunhee
    • The Korean Journal of Food And Nutrition
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    • v.30 no.5
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    • pp.867-879
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    • 2017
  • This study investigated the factors affecting problematic drinking amongst the male university students of the Changwon area (n=367). The participants were divided into 3 groups, and undertook the self-report questionnaire survey. Based on the AUDIT (Alcohol Use Disorders Identification Test) guidelines, problematic drinking were rated as 'no problem' (28.8%), 'at-risk drinking' (41.7%), and 'alcohol abuse' (29.5%). Our study revealed that students living alone, indulged in more club activities, and drank more than 3 cans of carbonated drinks a day; this was significantly high on the AUDIT score (p<0.05). Participation in education was significantly higher (p<0.05), but intention to reduce the monthly alcohol consumption was significantly lower (p<0.001) in the alcohol abuse group. Recognition level of drinking cultures, drinking habits, AUDIT, and nicotine dependence were significantly higher in the alcohol abuse group (p<0.001). Recognition level of drinking cultures and nicotine dependence by the FTND (Fagerstrom Test for Nicotine Dependence) positively correlated with problematic drinking, whereas dietary guidelines and self-esteem showed a negative correlation with problematic drinking (p<0.05). Based on the results of multiple linear regression analysis, the factors affecting problematic drinking were recognition level of drinking cultures (${\beta}=0.47$, p<0.001) and nicotine dependence (${\beta}=0.23$, p<0.001). We conclude that implementation of health education for university students, would aid in rectifying the incorrect perception of drinking. Furthermore, both drinking and smoking should be considered simultaneously.

Influence of Stress, Self Factor and Emotional Factor on Smartphone Addiction Level among College Students (일부 대학생의 스트레스, 자아요인 및 정서요인이 스마트폰중독정도에 미치는 영향)

  • Lee, Hyun-Suk;Bae, Sang-Yun
    • The Journal of the Korea Contents Association
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    • v.17 no.5
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    • pp.326-336
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    • 2017
  • This study investigates the relevance of stress, self factor and emotional factor, and the influence on Smartphone Addiction Level among college students. The survey was administered to 261 college students in J city from December 16th to 23rd, 2016. The structured self-administered questionaries were used. The multiple linear regression analysis revealed that the factors with explanatory powers of 52% on Smartphone Addiction Level included physical activity changes, sleep disorders, the self control about self factors, the impulsion of emotional factors. With the analysis of covariance structure, we could confirm the relationship among the four factors such as stress, self factor, emotional factor and Smartphone Addiction Level. The results of the study indicate that the efforts to manage stress, self factors and emotional factors, are required to reduce the Smartphone Addiction Level of the college students. The results are expected to be useful for the development of programs and policy to decrease the Smartphone Addiction Level. In the following study, structural equation modeling about additional factors, which influences on Smartphone Addiction Level, will be needed.