• Title/Summary/Keyword: Multiple regression model

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The Behavioral and Educational Factors Affecting the Breast Self-examination and Breast Cancer Screening (일부 보건소 내소 여성의 유방자가검진과 유방암 검진의 관련요인)

  • 최종숙;박재용;한창현
    • Korean Journal of Health Education and Promotion
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    • v.18 no.1
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    • pp.61-78
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    • 2001
  • The purpose of this research was to find out plans to promote the fulfillment of the breast self-examination and breast cancer screening, which is preventive health behavior about women's having breast cancer exam in some part of our country with searching for the primary causes which have an effect on their fulfillment. The subjects of the study were 540 literate volunteers who were of age from 20 to 69 and who visited 8 health centers in Taegu. The survey research was made through questionares in the 8 health centers in Taegu from the 15th to the 30th of September, 1998. Based on Becker's health belief model asking medical staff's opinions with bibliographies, the major findings from the survey was as follow. The fulfillment rate of the breast self-examination and the breast cancer screening was 37.8%(204 subjects), 27.6% (149 subjects) each. Getting breast self-exam varied significantly depending on subject's age, income of family, religion, occupation and the number of children. As far as the breast cancer screening was concerned, there was remarkably significant difference in accordance with their age, marital status, religion, occupation, income of family, the number of children, ways of nursing and parturition age of the first baby. The subjects in their forties accounted for the highest rate. Based on the fulfillment of the breast self-examination and the breast cancer screening, the average points of all the variables presented from the health belief as well as the points of the susceptibility, seriousness, benefits, knowledge and level of health concern of interest in health were significantly higher than the points of non-fulfillment of them in the statistical analysis whereas the barriers was lower than them. In consequence of the multiple-logistic regression analysis putting the breast self-examination and the breast cancer screening in dependent variables, occupation, knowledge, seriousness, benefits, barriers and cues to action had significant effects on breast self-examination against breast cancer. Looking more attainments, thinking diseases more seriously, feeling more usefulness and there being any patient around with breast cancer led to the higher rate of the breast self-examination against it. On the other hand, feeling more impedition as well as housewives caused the lower rate of it. The breast cancer screening was significantly affected by age, sensitivity, usefulness, impedition and behavior momentum as well. The cases who are older, feeling more sensitivity against breast cancer, more usefulness of the examination and where any patient around, the fulfillment rate was higher. Contrarily the more impedition they felt, the lower the fulfillment rate was. Accordingly, the study of the causes, which have significant effects on the fulfillment of the self-examination and the breast cancer screening in order to find it in an early stage, and the development of health education programs as well as proper education for public health through carrying on campaigns and stepping up public relations must be indispensable.

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The Effect of Oral Health Index and Dental Prosthesis Needs on Oral Health Related Quality of Life in Korean Elderly (한국 노인의 구강보건지수와 치과보철물 필요도가 구강건강관련 삶의 질에 미치는 영향)

  • Lee, Hee-Sung;Kim, Han-Gon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.1
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    • pp.72-78
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    • 2016
  • This study examined the oral health-related quality of life of the elderly using the oral health index and dental prosthesis status, and explored methods to improve the oral health status. The data collected from 'The fifth Korean national health and nutrition examination survey 2010' were analyzed. The subjects were 2273 elderly people, aged 65 years or older, who had completed an oral examination, health questionnaires and nutrition examination. Statistical analysis was done using the SPSS 22.0 for Windows. Frequency analysis, multiple regression analysis and structural equation model were used for statistical analysis. The general characteristics, oral health index and dental prosthesis showed differences in the subjective oral health status associated with as age, ST, FS-T, T-Health, maxillary crown needs, maxillary denture needs, mandibular denture needs, chewing status associated with the income level, FS-T, maxillary crown needs, maxillary denture needs, mandibular denture needs, speaking status associated with the ST, T-Health, maxillary implant status, and maxillary denture needs. In conclusion, both the oral health index and dental prosthesis needs affect the oral health related quality of life of the elderly. Governments should implement a variety of oral health programs and dental prosthesis policies to improve the quality of life related oral health of the elderly.

Quality of Sleep and its Associated Factors among Male Workers in Small-scale Manufacturing Industries (소규모 제조업 사업장 남성 근로자의 수면의 질 및 관련요인)

  • Park, Eui-Soo;Shin, Eun-Sook;Cho, Young-Chae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.10
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    • pp.6193-6203
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    • 2014
  • This study was conducted to determine the quality of sleep, and its association with the sociodemographic characteristics, health-related characteristics, and job-related characteristics among male workers in small-scale manufacturing industries with fewer than 50 members. A self-administered questionnaire was distributed to 856 male workers from April $1^{st}$ to June $30^{th}$, 2011. The survey items included the variables of sociodemographic, health-related, job-related, and quality of sleep. As a result, the quality of sleep according to the PSQI of the study subjects revealed 32.0% to be good and 68.0% to be poor. The quality of sleep assessed by hierarchical multiple regression analysis was significantly lower in the married group, those with lower BMI, and those with a lower level of subjective health status, non-smoking, alcohol drinking, without regular exercise, coffee drinking, blue color, had a longer of working hours, subjective health status, had a visiting out-patient department, and had a history of hospitalization. With the above model, the job characteristics had 13.1% explanatory power. This suggests that the quality of sleep (PSQI) has more power when combined with the job characteristics.

Local Participation, Festival Motivation, Satisfaction Level, and Support Level: Focusing on Yudalsan Mountain's Spring Festival (지역주민의 축제 참여동기와 만족도가 지지도에 미치는 영향: 유달산 봄꽃 축제를 중심으로)

  • Sun, Zhong-Yuan;Na, Seung-Hwa
    • Journal of Distribution Science
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    • v.12 no.8
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    • pp.103-112
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    • 2014
  • Purpose - There have been local government systems since June 1955. Many local governments have made use of festivals for regional public relations and the achievement of competitiveness. This study analyzes effective components of local festivals. There has been extensive research in relation to variables such as participation motivation, satisfaction level, recall intention, royalty, and recommend purpose. However, as a variable factor, attachment to the participation motivation of a festival has been overlooked along with support level to a festival. This study has added new variables named "attachment to local society" and "support level," which are dependent variables. We will study the relationship of these two variables. Research design, data, and methodology - This study has devised a cause-and-effect relationship model, which deduces that local residents' participation motivation for the festival will have positive influence on the festival support level and satisfaction level. We circulated questionnaires to local residents to get the data required to prove the hypothesis. To analysis the data, we used SPSS 21.0, and accomplished basic analysis through the analysis of frequency as well as descriptive statistical analysis. Further, we verified our measurement tools through reliability analysis, and examined the research hypothesis through multiple regression analysis. Results - With regard to the festival satisfaction level, the variables of local society attachment, festival attraction, escaping from the daily life, and family harmony have influence upon a positive effect (+) in this order. Among them, the variable of local society attachment has the greatest influence. However, in respect of support level for the festival, only the variables of local society attachment and escaping from the daily life have a valid influence on the positive effect (+), and local society attachment has relatively greater influence. In addition, not only does the festival satisfaction level affect the support level for the festival in terms of positive effect, the influence is also far-reaching, which verifies the mediating effect. Conclusions - The result shows that the local residents' satisfaction level with the Yudalsan Mountain Spring Flower Festival is comparatively high, which is due to the local society attachment. It also shows that it is difficult to create support without local residents' attachment with their area. Consequently, this study insists that the Yudalsan Mountain Spring Flower Festival should exceed its limitation as just a village-level party, in order to become a remarkable and outstanding festival, and suggests three operational implications: macro-environmental development, task environment development, and internal operational environmental development. From the macro-environmental perspective, the constant development of local culture and local business is proposed. In the task environment perspective, a new functional development for the festival is proposed. From the internal operational environmental perspective, improvements in festival operation methods are proposed. If these weak points are addressed and resolved through a more detailed approach, it will be very helpful for local government systems to operate the festival.

A study on work-family compatibility of female wage workers with underage children

  • Kang, Myung-Hee
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.6
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    • pp.171-181
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    • 2020
  • This is an empirical study that analyzes factors affecting the work-family compatibility of female wage workers with underage children. The analysis was conducted with 1,113 women from the 7th wave of the Korean Longitudinal Survey of Women & Families by Korean Women's Development Institute. As for research methods, multiple regression analysis was used in order to analyze the effects of 'social support(home support, maternity protection support, childcare and education services)', 'job characteristics', 'socio-demographic variables' and 'husband characteristics' on 'work-family compatibility and conflict'. As a result, it was analyzed that the husband's support for work life, gender inequality at work and women's educational training were the factors that strengthen work-family compatibility. It was also analyzed that gender inequality, use of childcare and education facility, number of underage children, age of husband, husband's satisfaction with caring support and husband's support for work life were the factors that cause conflict between work and family. Thus, if the policy of strengthening the work-family compatibility is a long-term policy, it appears that it is necessary to supplement and strengthen policies that can reduce conflict factors in the short term. It is hoped that the results of the study will be used as objective and academic data to strengthen the maternity protection and work-family compatibility of female workers with underage children.

Influences of Physical Work Environment on Job Satisfaction and Job Performance -Focusing on Personal Working, Co-Working and Amenity Space- (중소기업의 물리적 업무환경이 직무만족 및 직무성과에 미치는 영향 -개인집중업 공간, 협업 공간, 어메니티 공간을 중심으로-)

  • Ahn, Hyang-Cha;Lee, Sang-Jik
    • Journal of Digital Convergence
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    • v.19 no.12
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    • pp.261-271
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    • 2021
  • This study was conducted to empirically analyze the effect of the physical work environment of SMEs on work satisfaction and work performance. For the research, the physical work environment was subdivided into Focusing on Personal Working space, co-working space, and amenity space to establish a research model. For empirical analysis, a questionnaire survey was conducted targeting small and medium-sized enterprises(SMEs) workers. 250 valid copies were taken for analysis. Hypotheses were tested by multiple regression using SPSS 24. The study results were as follows. Focusing on Personal working space, co-working space, and amenity space all had a significant positive (+) effect on job satisfaction of SME employees. In addition, Focusing on personal working space, co-working space had a significant positive (+) effect on job performance. Amenity space was not tested for a significant influence on job performance. The contribution of this study was to identify the causal relationship between the physical work environment and the employee's job satisfaction and job performance in the absence of studies. In future research, it is ultimately necessary to identify the relationship with the business performance of a company.

The Interaction of High Sensitivity C-Reactive Protein and Uric Acid on Obesity in Koreans: Based on the Seventh Korea National Health and Nutrition Examination Survey (KNHANES VII, 2016~2018) (대한민국에서 비만에 대한 고감도 C-반응성 단백과 요산의 상호작용: 제7기 국민건강영양조사를 이용해서(KNHANES VII, 2016~2018))

  • Pyo, Sang Shin
    • Korean Journal of Clinical Laboratory Science
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    • v.53 no.4
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    • pp.342-352
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    • 2021
  • We used data from the 7th Korea National Health and Nutrition Examination Survey (KNHANES) (2016~2018) to investigate an association between high sensitivity C-reactive protein (hsCRP) and uric acid in the obese. Obesity was defined as a body mass index (BMI) of 25 kg/m2 or more, severe obesity as a BMI of 30 kg/m2 or more, and morbid obesity as a BMI of 35 kg/m2 or more. In the complex samples multiple logistic regression, despite adjustment by adding major risk factors, the odds ratio (OR) for obesity was higher in the group with high levels of both, hsCRP and uric acid than the reference group at all stages (obesity, OR 1.89, P<0.001 vs. severe obesity, OR 5.04, P<0.001 vs. morbid obesity, OR 8.20, P<0.001). The association between hsCRP and uric acid in obese patients increased from 1.89 to 8.20 as the obesity level increased, suggesting that participants with increased BMI were significantly affected by hsCRP and uric acid. Moreover, the interaction between hsCRP and uric acid was statistically significant even in the model corrected for major confounding factors (P for interaction=0.009).

The Effect of the Interest in the Latest Technology of the 4th Industrial Revolution among Workers at Welfare Institutions for the Disabled on the Resistance and Anxiety : The Mediating Effect of Acceptance of the Latest Technology (장애인복지기관 종사자의 4차산업혁명 최신기술 관심도가 최신기술 활용 저항도와 불안도에 미치는 영향: 최신기술 수용도의 매개효과를 중심으로)

  • Nam, Hee-Eun;Im, Yu-Jin;Baik, Jeong-Won;Kim, Nam-Sook;Yoon, Young-Ji
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.5
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    • pp.188-198
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    • 2021
  • The purpose of this study is to verify the mediating effect from acceptance of the latest 4th Industrial Revolution technologies on the relationships between interest in the latest technologies, resistance to the latest technologies, and anxiety in workers at welfare institutions for the disabled. In order to achieve this goal, data were collected from July to August 2018 from workers at disability welfare centers in P Metropolitan City, and we analyzed data from 187 persons. Multiple regression analysis was applied to test the causal relationships between variables; the step-by-step analysis model of Baron and Kenny (1986) was used to verify mediating effects, and the Sobel test was performed to verify their significance. The analyses verified that the degree of interest in the latest technologies affects the degree of resistance to, and anxiety over, the latest technologies through acceptance of the latest technologies. At the same time, we verified that the degree of interest had a complete mediation effect because it did not directly affect the acceptance. In addition, the Sobel test result showed that the mediating effect was statistically significant. In other words, it was found that the degree of interest in the latest 4th Industrial Revolution technologies from workers at welfare institutions for the disabled increases the possibility of adaptation to future society by lowering resistance and anxiety through acceptance of the latest technologies. Based on these results, a plan to reduce resistance to, and anxiety over, the latest technologies was sought, and related measures to increase interest in the latest technologies and their acceptance are suggested.

A Study on the Location Determinants for the Sales of Railroad Convenience Stores - With Focus on the Convenience Store "Storyway" - (철도역사 편의점 매출에 영향을 미치는 입지요인에 관한 연구 : 스토리웨이(Storyway)를 중심으로)

  • Kim, Yong Rae;Baek, Sung Joon
    • Korea Real Estate Review
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    • v.28 no.1
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    • pp.7-21
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    • 2018
  • This study was conducted to determine the location determinants that influence the sales of the "Storyway" convenience stores built at the country's railway stations. The preceding studies were about the convenience stores located in the residence-business areas or along the roadsides. This study, on the other hand, focused on the characteristics of the stations, based on a theory that is different from the existing theories. The targets of this study were the 301 "Storyway" convenience stores doing business in the 198 railway stations in the country, and the dummy parameter and hedonic-price model function were used for multiple regression analysis. For the study results, it was found that the number of people using the railway and the size of the store have a positive effect on the sales whereas the other brand competitors have a negative effect thereon. Second, the subway stations holding 89% of the total passengers in the country have unexpectedly no positive influence on the sales. Third, depending on the transfer, it was found that no transfer station had smaller sales than the transfer stations. Finally, as for the location of the stores in the station, the stores located on the platforms or passageways have a smaller turnover rate than the stores in the welcoming spaces and squares. This research result shows that when starting a convenience store business, the number of people using the railway, the size of the store, the transfer possibility, and the location of the store inside the station have to be considered under the circumstance of recession on the part of the convenience stores due to excessive competition.

The Effect of Stress Coping Ability and Recovery Resilience on Retention Intention of Nurses in Medium-Sized Hospitals (중소병원 간호사의 스트레스 대처능력과 회복탄력성이 재직의도에 미치는 영향)

  • Bae, Eun-Joo;Kim, Ka Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.11
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    • pp.662-671
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    • 2018
  • This study was designed to investigate the impact of stress coping ability and recovery resilience on nurses' retention intent in medium-sized hospitals. For this descriptive study, a survey was conducted with 265 nurses from 5 medium-sized hospitals with over 150 sickbeds located in G and I province; the data were collected from May 19 to May 25, 2018. The collected data were analyzed by t-test, ANOVA, Pearson's correlation coefficients, and multiple regression. The average score was $2.55{\pm}0.25$ for stress coping ability, $3.47{\pm}0.49$ for recovery resilience, and $2.59{\pm}0.29$ for retention intent. Retention intent was positively correlated with stress coping ability (r=0.285, p<0.01) and recovery resilience (r=0.457, p<0.01). The factors affecting retention intent were gender (${\beta}=0.117$, p=0.027), job satisfaction (${\beta}=0.345$, p<0.001), stress coping ability (${\beta}=0.142$, p=0.008), and recovery resilience (${\beta}=0.238$, p<0.001). Furthermore, the model explained 37.8% of the retention intent (F=11.686, p<0.001). In conclusion, effective strategies for improving job satisfaction, stress coping ability, and recovery resilience for nurses need to be developed and investigated.