• Title/Summary/Keyword: Moderate regression

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Segmentation based on Perception of Somatotype and the Relation between Clothing Evaluative Criteria and Segmentation (체형인식에 따른 세분화와 의복평가기준과의 관계)

  • Cho, Youn-Joo
    • Journal of the Korean Home Economics Association
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    • v.43 no.11 s.213
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    • pp.185-196
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    • 2005
  • The purpose of this research was to determine the relation between clothing evaluative criteria and segmented groups based on the perception of somatotype. The data for this research were collected from questionnaires of 192 females in Busan. Data were analyzed by frequency, factor analysis, cluster analysis, discriminant analysis, and regression analysis. Cluster analysis was used to identify groups of respondents based on the perception of somatotype difference factors. Based on the findings, three distinct groups were clustered: thin, moderate, fat. There were significant differences among the three groups in terms of clothing evaluative criteria. The result of regression analysis revealed that the perception of somatotype is a major determinant to influence the clothing evaluative criteria. The thin group preferred practical clothes while the fat group liked symbol clothes.

A Lifestyle-Routine Activity Theory (LRAT) Approach to Cybercrime Victimization: An Empirical Assessment of SNS Lifestyle Exposure Activities

  • Jihae Suh;Jiseon Choe;Jinsoo Park
    • Asia pacific journal of information systems
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    • v.30 no.1
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    • pp.53-71
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    • 2020
  • The Internet and all of its possibilities and applications have changed individuals' lifestyles in relation to socializing, working, and how they spend their leisure time. Social networking sites (SNSs), such as Facebook or Instagram, are ideal settings for interacting with others but, unfortunately, they are also ideal settings for motivated offenders to commit cybercrimes. Thus SNS users may be more vulnerable to cybercrime. The purpose of this study is to investigate the occurrence of cybercrime victimization, specifically cyber-harassment, cyber-impersonation, and hacking. Self-report surveys collected from a sample of 147 respondents were examined using the moderated multiple regression analysis and a logistic regression analysis to determine possible relationships between SNS lifestyle exposure activities and cybercrime victimization. The results indicate moderate support for the application of lifestyle-routine activity theory (LRAT) to cybercrime victimization. Possible educational and managerial implications, as well as suggestions for future research, are discussed.

Relationship between Health Behaviors and Physical Activity for Adolescents' Life Care (청소년의 생활습관관리를 위한 신체활동과 건강행위와의 관련성 연구)

  • Han, Geun-Hye
    • Journal of Korea Entertainment Industry Association
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    • v.13 no.5
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    • pp.127-138
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    • 2019
  • This study was a secondary data analysis using statistics from the 13th (2017) Korea Youth Risk Behavior Web-based Survey (KYRBS) to investigate the relationship between health behaviors and physical activity among Korean adolescents. A total of 62,276 adolescents in middle and high schools enrolled in this study. Physical activity utilized moderate and vigorous physical activity variables. Health behaviors used smoking, drinking, eating, sedentary behavior, and sleep duration variables. Statistical analyses were performed applying complex sample analysis method. Chi-square tests were used to compare physical activity according to health behaviors. Multivariate multinomial logistic regression analyses were conducted to examine the relationship between health behaviors and physical activity, adjusted for general characteristics. Current smoking and current drinking were associated with high levels of moderate and vigorous physical activity. Consuming fruits≥1 times/day, vegetables≥3 times/day, and sweet drinks≥3 times/week were associated with high levels of moderate and vigorous physical activity. Eating breakfast≥5 times/week was associated with high levels of moderate physical activity, but not with vigorous physical activity. Sedentary behavior≥2 hour/day was associated with low levels of moderate and vigorous physical activity. Sleep duration<7 hour/day was associated with high levels of moderate physical activity and low levels of vigorous physical activity. These findings suggest that since there is an interrelationship between health behaviors and physical activity among adolescents, intervention programs aiming at promoting physical activity and healthy lifestyles should consider a multiple behavior approach rather than an individual behavior approach.

The Effect of the Strength of Physical Activity on Vitamin D Deficiency among Korean Adolescents (청소년의 신체활동 강도가 비타민 D 결핍에 미치는 영향)

  • Kim, Jiyun;Choi, Sookja;Yi, Yunjeong
    • Journal of the Korean Society of School Health
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    • v.30 no.2
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    • pp.146-153
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    • 2017
  • Purpose: The purpose of this study was to identify the association between physical activity and vitamin D deficiency status among Korean adolescents. Methods: This is cross-sectional analysis of Korean adolescents aged 10-18 years from the 5th Korea National Health and Nutrition Examination Survey(KNHANES 2010-2012; n=2,384). We estimated the prevalence of vitamin D deficiency and identified the correlations with the strength of physical activity. $x^2$ test, t-test, and multiple logistic regression using complex sample analysis were done. The odds ratio of vitamin D deficiency by physical activity was calculated using complex sample multivariate logistic regression analysis. Results: The prevalence of vitamin D deficiency was 78.2%. The mean serum 25 (OH) D level in deficiency group and non-deficiency group was 14.4ng/mL, 23.7ng/mL respectively. Differences by age strata (the prevalence ranging from 68.5% to 86.3%) and gender (78.6% for boy and 84.5% for girl) were identified. Among adolescents aged 16-18 or girl in vigorous physical activity, a significant correlation between vitamin D deficiency and physical activity was observed, whereas no significant correlation were found among adolescents in moderate physical activity. Conclusion: In conclusion, vigorous physical activity was associated with vitamin D deficit in Korean adolescents. Thus, intervention programs enhancing vigorous activity than moderate activity need to be developed in schools and community.

Influence of eHealth Literacy on Health Promoting Behaviors among University Students (대학생의 e헬스 리터러시가 건강증진행위에 미치는 영향)

  • Hwang, A Reum;Kang, Hyunwook
    • Journal of the Korean Society of School Health
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    • v.32 no.3
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    • pp.165-174
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    • 2019
  • Purpose: The purpose of this study was to identify the influence of eHealth literacy on health promoting behaviors, thereby providing basic data for the development of interventions for health promoting behaviors among university students. Methods: Data were collected from 242 university students aged 19 and over in a university located in K province in South Korea. Participants responded to structured questionnaires in September 2018. eHealth literacy and health promoting behaviors were measured by eHealth Litaracy (EHL) and a translated version of the Health Promoting Lifestyle Profile (HPLP-II), respectively. The correlation between eHealth literacy and health promoting behaviors were analyzed using Pearson's correlation, and multiple regression analysis was carried out to examine the influence of eHealth literacy on health promoting behaviors. Results: The participants had a moderate level of eHealth literacy with the greatest score recorded in the sub-domain of functional eHealth literacy and the lowest in the sub-domain of critical eHealth literacy. Female students and students who majored in healthcare had higher levels of eHealth literacy than male students and those with non-healthcare majors. The degree of health promoting behaviors was moderate or lower with the highest score being in the sub-domain of interpersonal support and the lowest in the sub-domain of health responsibility. Health promoting behaviors had significant relationships with eHealth literacy, exercise hours, subjective health status, and health concerns. Multiple regression analyses revealed that the participants engaged more in health promoting behaviors when they had greater eHealth literacy (β=.18, p<.001), interest in their own health (β=.33, p<.001), exercise hours (β=.18~.23, p<.001), and subjective health status (β=.17~.18, p=.007~.031). Conclusion: In order to facilitate health promoting behaviors of university students, interventions for health promoting behaviors need to be developed including strategies to improve competencies relevant to critical eHealth literacy and to increase exercise hours.

A Study on Moderate Effecting of LMX on the Relationships between Appraisal Justice and Organization Commitment (고과공정성이 조직몰입에 미치는 영향에 있어서 상사-부하간 교환관계의 조절효과에 관한 연구)

  • Enkh-Otgon., D.;Jeon, Dong-Cheol
    • Journal of Digital Convergence
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    • v.12 no.12
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    • pp.139-149
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    • 2014
  • This paper aims to examine the moderate effects of LMX on the relationships between appraisal justice and organization commitment. Additionally, This study is to identify the influences of appraisal justice on the organization commitment in the organization. To accomplish these purposes, the main factors of the appraisal justice such as distributive justice, procedural justice and interactional justice were found from the previous studies. This study used the statistical techniques such as descriptive analysis, reliability analysis, discriminant analysis, factor analysis, correlation analysis, multi regression analysis, and hierarchical regression analysis. The following are the summary of hypothesis test: First, all three justice factors are essential to enhance the level of organizational commitment in appraisal about employee of enterprises. Second, interactional justice among factors of appraisal justice have differential influence on organization commitment by LMX.

A Study on the effect of Shared Leadership to Innovation Behavior - The moderate effect of Trust - (공유리더십이 혁신행동에 미치는 영향에 관한 연구 - 신뢰의 조절효과)

  • Lee, Sun-kyu;Noh, Yeon-sook;Kang, Eun-gu
    • Journal of Digital Convergence
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    • v.16 no.4
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    • pp.69-77
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    • 2018
  • In this study, we examine the relationship between shared leadership and innovation behaviors of the members, and try to understand what moderate effect trust in these relationships. To do this, we set up research models and hypotheses that shared leadership will influence innovative behavior through literature review. We also added the moderating effect of Trust on the relationship between these variables. For the empirical analysis, a questionnaire survey was conducted for corporate member in Daegu and Kyungbuk area. Multiple regression analysis and hierarchical regression analysis were conducted to test hypotheses. As a result, Shared leadership has a significant effect on innovation behavior. In particular, trust among members has been shown to regulate the relationship between shared leadership and innovation behavior. The results of this study will be applied to the strategic human resources management of major organizations.

The Effects of Clinical Nurses' Job Stress, Work-family Conflicts & Burnout on Depression (임상간호사의 직무스트레스, 직장가정 갈등, 소진이 우울에 미치는 영향)

  • Lee, Eun-Sook;Kang, Hee-Sun
    • Journal of Digital Convergence
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    • v.17 no.8
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    • pp.237-248
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    • 2019
  • The purpose of this study was to investigate the effects of clinical nurses' job stress, work-family conflicts, and burnout on their depression. Data was analyzed using descriptive statistics, t-test, one way ANOVA, Pearson's Correlation Coefficient and Stepwise multiple regression analysis. The results of this study shows that the job stress of the nurses was higher than average, the work-family conflicts was moderate, burnout was less than moderate, and depression was mild. The higher the job stress, the higher the conflict between workplace and family, the higher the burnout, and the higher the depression was. The main factor impacting upon the mental health of nurses was work-family conflicts followed by burnout. Therefore, it is necessary to develop a program that can prevent job stress and resolve burnout and support work-family conflicts to prevent depression of clinical nurses and to improve quality of life.

Evaluation of health screening data for factors associated with peri-implant bone loss

  • Hyunjong Yoo;Jun-Beom Park;Youngkyung Ko
    • Journal of Periodontal and Implant Science
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    • v.52 no.6
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    • pp.509-521
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    • 2022
  • Purpose: Systemic health has a profound effect on dental treatment. The aim of this study was to evaluate peri-implant bone loss and health screening data to discover factors that may influence peri-implant diseases. Methods: This study analyzed the panoramic X-rays of patients undergoing health screenings at the Health Promotion Center at Seoul St. Mary's Hospital in 2018, to investigate the relationship between laboratory test results and dental data. The patients' physical data, such as height, weight, blood pressure, hematological and urine analysis data, smoking habits, number of remaining teeth, alveolar bone level, number of implants, and degree of bone loss around the implant, were analyzed for correlations. Their associations with glycated hemoglobin, glucose, blood urea nitrogen (BUN), creatinine, and severity of periodontitis were evaluated using univariate and multivariate regression analysis. Results: In total, 2,264 patients opted in for dental health examinations, of whom 752 (33.2%) had undergone dental implant treatment. These 752 patients had a total of 2,658 implants, and 129 (17.1%) had 1 or more implants with peri-implant bone loss of 2 mm or more. The number of these implants was 204 (7%). Body mass index and smoking were not correlated with peri-implant bone loss. Stepwise multivariate regression analysis revealed that the severity of periodontal bone loss (moderate bone loss: odds ratio [OR], 3.154; 95% confidence interval [CI], 1.175-8.475 and severe bone loss: OR, 7.751; 95% CI, 3.003-20) and BUN (OR, 1.082; 95% CI, 1.027-1.141) showed statistically significant predictive value. The severity of periodontitis showed greater predictive value than the biochemical parameters of blood glucose, renal function, and liver function. Conclusions: The results of this study showed that periodontal bone loss was a predictor of peri-implant bone loss, suggesting that periodontal disease should be controlled before dental treatment. Diligent maintenance care is recommended for patients with moderate to severe periodontal bone loss.

Physical Activity and Non-specific Neck Pain Recurrence: A Nationwide Cohort Risk Factor Study Based on National Health Insurance Data (신체활동과 비특이적 목 통증의 재발 -국민건강보험 자료에 기반한 전국 코호트 위험인자 연구-)

  • Mi-ran Goo
    • PNF and Movement
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    • v.22 no.1
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    • pp.101-111
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    • 2024
  • Purpose: The purpose of this study was to investigate physical activity as a risk factor for neck pain recurrence using the National Health Insurance Data Sharing Service that utilizes a nationwide cohort in South Korea. Methods: Medical records spanning a two-year period were extracted from the National Health Insurance database for 541,937 patients who sought healthcare services for neck pain (ICD 10 codes: M54.2) in 2020 and completed the national health examination survey. Selected variables for analysis included age, gender, health insurance premium decile, regional health vulnerability index, body mass index (BMI), acuity, blood pressure, and types of physical activity. A mixed-effect multivariate logistic regression analysis was conducted to examine the recurrence rate of neck pain and identify risk factors for neck pain recurrence. Results: Among the participants, 124,433 patients (23.0%) experienced a recurrence of neck pain within two years, with higher recurrence rates observed among older individuals and females. Regression analysis revealed that the risk of neck pain recurrence increased with age (OR=1.51), being female (OR= 1.10), being a medical aid recipient (OR=1.51), and having anaerobic (OR=1.04) or vigorous physical activities (OR=1.06). By contrast, an increased health insurance premium decile (OR=0.96) and having moderate physical activity (OR=0.97) were associated with a decreased risk of neck pain recurrence. Conclusion: This study highlights the importance of moderate physical activity as an effective strategy for reducing the recurrence of nonspecific neck pain, underscoring the necessity for personalized physical activity programs for patients.