• Title/Summary/Keyword: hierarchical regression analysis

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A exploratory study for Influential factors of smartphone over-dependence in elder and older Group (장·노년층의 스마트폰 과의존 영향요인에 대한 탐색적 연구)

  • Bae, Sung-Man;Koh, Young-Sam
    • Journal of Digital Convergence
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    • v.15 no.7
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    • pp.111-121
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    • 2017
  • Smartphone use has become a part of everyday life, not only for adolescents but also for elderly and older people. Thus, this study explored the effect of demographic variables, the amount of smartphone usage, type of smartphone use and psychosocial variables on smartphone dependence of the elder group. We analyzed the data of 5627 (50s and 60s) of the Internet overdependence survey data of the Korea Information Society Agency in 2016. As a result of hierarchical multiple regression analysis, More frequency of smartphone use of weekday and weekend, and usage time of smartphone of weekday were related to greater smartphone dependence. More smartphone use for information seeking and games were associated with greater smartphone dependence. And, as loneliness and anxiety increased, smartphone dependence increased, while smartphone dependence decreased, as social capital increased. Through this study, it is necessary to understand characteristics related to smartphone dependence of elder and older group, and to use this knowledge to solve their smartphone dependence. Future studies also need to identify the causal relationship between predictors of smartphone dependence in elderly and older people.

A Study on the Relationship between Learning Orientation and Creative Thinking Skill - moderated mediating effect of expertise and motivation - (학습지향성과 창의적 사고능력의 관계에 관한 연구 - 전문지식과 동기의 조절된 매개효과 -)

  • Kim, Hyun-Woo;Song, Chan-Sub;Lee, Da-Jung;Shin, Ho-Kyun
    • Journal of Digital Convergence
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    • v.17 no.12
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    • pp.171-179
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    • 2019
  • This study was to identify the influence of knowledge acquisition on creativity in an organization. We selected the learning orientation among variables related to the acquisition of knowledge and analyzed the moderating effects of motivation in the mediating process of learning orientation, professional knowledge, creative thinking ability, and the relationship between them. To this end, a research model and hypothesis were established through literature studies, and 296 questionnaires were distributed and collected from Daegu and Gyeongbuk to test hypotheses. As a result of the verification through hierarchical regression analysis, it was confirmed that learning orientation has a positive effect on creative thinking skill, and expertise has a mediating effect. And in this mediation relationship, the moderating effect of motivation was confirmed. These findings are suggestive by checking the relationship between the elements in the expression of creativity in detail and identifying the influence of learning orientation. It will be able to provide guidelines for organizational management by explaining the process of creativity through the development of knowledge.

Factors Influencing the Fear of Falling in Elderly in Rural Communities (일부농촌지역 재가 낙상경험노인의 낙상두려움 관련요인)

  • Lee, Sang-Gon;Kim, Hyo-Jung
    • Journal of agricultural medicine and community health
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    • v.36 no.4
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    • pp.251-263
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    • 2011
  • Objectives: The purpose of this study was to examine the factors associated with fear of falling among the elderly dwelling in rural communities. Methods: From February 1, 2010 to March 31, 2010, a questionnaire-based survey was sent to 2,628 persons 65 years or older dwelling in 1 Myeon and 1 Eup of Gyeongsangnam-do. Among these participants, 735 (27.9%) had fallen more than once in 2009. For data analysis, descriptive statistics and hierarchical multiple regression were performed using SPSS version 12.0. Results: Factors influencing the fear of falling in the elderly according to falls experienced were number of outpatient visits, number of falls, gender, admission, purchasing of health function foods, and activities of daily living. Overall, the study showed significant differences in the score of fear of falling according to gender, age, education, marital status, living arrangement, main means of mobilization, drinking, income, number of falls, admission, number of outpatient visits, experience with outpatient oriental medicine, purchasing of health function foods, medical assistance devices, season, fall location, fall cause, shoe type, injury type, limitation of activity, and activities of daily living. Conclusions: The results of this study suggest that programs should be developed specifically for elderly people who have experienced more than one fall because of increased fear due to multiple falls.

Factors Affecting Job-Seeking Stress in Nursing Students (간호대학생의 취업 스트레스에 영향을 미치는 요인)

  • Choe, Myeong Hui;Kim, Joo Hyun;Nam, Eun Sook;Lee, Yong Mi;Hwang, Ju Hee;Lee, Mi Kyung;Yoon, Sung Ja;Park, Hyunju
    • Korean Journal of Occupational Health Nursing
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    • v.24 no.2
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    • pp.122-131
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    • 2015
  • Purpose: The purpose of this study was to investigate what factors are affecting job-seeking stress in nursing students. Methods: Subjects were 463 students from two 3-year and two 4-year colleges of nursing in K-Province in Korea. Data was collected from self-administered questionnaires. t-test, ANOVA, Pearson's and Spearman's correlation coefficients, and hierarchical multiple regression with dummy variables were used for statistical analysis of data. Results: Job-seeking stress was significantly different by school system (t=2.76, p=.006), family economic status (F=3.40, p=.005), characteristics (t=1.99, p=.047), academic achievement (F=6.54, p=.002), current weight control status (t=2.23, p=.026), times of cosmetic surgery (r=.11, p=.022), self-esteem (r=-.47, p<.001) and appearance stress (r=.40, p<.001). However, after controlling for general characteristics, self-esteem, and perceived appearance stress, job-seeking stress was significantly different by grade (1st vs 3rd, ${\beta}=0.163$, p<.001), academic achievement (low vs. high, ${\beta}=-0.121$, p=.0321), self-esteem (${\beta}=-0.224$, p<.001), and appearance stress (${\beta}=0.099$, p<.001). The explanation power of self-esteem on job-seeking stress was greater compared with that of appearance stress. Conclusion: Results of this study suggest that it is necessary for nursing students to develop intervention program aimed at reducing job-seeking stress, and it would be effective to focus on improving self-esteem for them.

The Influence of Physical Environment Service of Coffee Shops on Customer Satisfaction -Focusing on Texas Region Customers- (커피전문점의 물리적 환경이 고객 만족도와 충성도에 미치는 영향 -미국 Texas 지역 고객을 대상으로-)

  • Lee, Kwang-Woo;Kim, Hyo-Jin;Jeon, Min-Sun
    • Culinary science and hospitality research
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    • v.21 no.1
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    • pp.42-57
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    • 2015
  • When a customer chooses a coffee shop, different factors can influence his/her purchase. These factors can include tangible as well as intangible elements such as the coffee shop's atmosphere, layout, and interior. Thus, many coffee brands strive to serve not only a diverse menu, but also a unique quality of environment. This study aimed to investigate the influence of physical environment on customer satisfaction and loyalty in the coffee shop and evaluate the influential power of the physical environment factors using hierarchical regression analysis. Data was collected from customers of coffee shops in Texas, the U.S. The study found that the coffee shops' physical environment influenced the customer's satisfaction and loyalty. Particularly, the coffee shop's physical environment including ambient and interior design greatly influenced the customers' satisfaction. However, a broad range of physical environment factors such as temperature, aroma, lighting, color, and interior furnishings should be provided to increase the customer loyalty. The results may have a broader application to provide effective managerial and marketing information to Korean coffee entrepreneur brand in the U.S. and beyond.

A study on Symptom Experience, Spiritual Well-Being, and Depression in Patients Undergoing Hemodialysis (혈액투석 환자의 증상경험, 영적 안녕 및 우울에 관한 연구)

  • Song, Ju Yeon;Oh, Pok-Ja
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.5
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    • pp.660-670
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    • 2016
  • This cross-sectional descriptive investigation attempted to identify the relationship among the symptoms, spiritual well-being, and depression experienced by patients undergoing hemodialysis. Data were collected from 146 patients at 6 hemodialysis clinics from October 15th, 2014 to January 15th, 2015. The Dialysis Symptom Index (DSI) was used to measure symptom experience, spiritual well-being was measured using the Spiritual Well-being Scale, and depression was assessed using the Center for Epidemiologic Studies Depression Scale (CES-D). The data were analyzed using ANOVA, the t-test, Scheffe's test, Pearson correlation, and hierarchical regression analysis. The mean score of the symptom experience was 26.43 (range: 0~85), the mean spiritual well-being score was 47.79 (range: 20~80), and the mean depression score was 10.56 (range: 0~35). It was found that greater existential well-being leads to lower depression (r=-.23, p=.004) and symptom experience (r=-.17, p=.045). Greater physical (B=.09) and emotional (B=.64) symptom experience leads to higher depression and the explanatory power of these factors was 52.1% (F=18.54, p<.001). Therefore, a comprehensive nursing intervention that can help reduce the symptom experience and increase the existential well-being in hemodialysis patients is needed to reduce their depression.

The Relationships between Emotional Labour, Depressive Symptoms and Presenteeism among Counselors in Call Centers (콜센터 상담원들의 감정노동 및 우울과 프리젠티즘과의 관련성)

  • Baek, Jong-Tae;Cho, Young-Chae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.6
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    • pp.4086-4097
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    • 2015
  • This study examined the level of an emotional labour, depressive symptoms, and presenteeism of counselors working in a call center depending on socio-demographic characteristics, health-related factors, and job-related factors. Especially, the main purpose of a survey was to investigate the relevance to an emotional labour, the level of depressive symptoms and presenteeism. The research subjects were 304 counselors working at two call centers in Daejeon, and the survey was conducted from April 1, 2014 to May 31, 2014, using a structured self-administered questionnaire. As a result, the emotional labour, depressive symptoms and presenteeism experienced by the research subjects had a deep relation to many variables like socio-demographic characteristics, health-related factors and job-related factors. Especially, presenteeism showed a meaningful positive correlation with depressive symptoms and emotional labour factors. According to the result of a hierarchical multiple regression analysis, the meaningful variables related to presenteeism were age, the amount of a physical burden, the level of depressive symptoms, the surface action of an emotional labour. Therefore, to lower down the counselors' presenteeism, the development and implement of a mental healthcare program to control not only depressive symptoms and the level of an emotional labour is urgently needed.

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.

The Association of Self-esteem and Social support with Depressive symptoms in College Students (일부 대학생들의 자아존중감 및 사회적 지지와 우울과의 관련성)

  • Ji, Eun-Mi;Cho, Young-Chae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.15 no.5
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    • pp.2996-3006
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    • 2014
  • The purpose of this study was to estimate self-esteem, social support and depressive symptoms among college students, as well as to reveal its related factors. The self-administered questionnaire was filled out by 471 students from university located in Daejon city and Chungnam during two weeks from April 23, 2013. As a results, lower the self-esteem is, the depression level comes out to be higher. Also weaker social support is the factor to give rise to depression. Self-esteem and social support showed negative correlation with depression. Social support showed positive correlation with self-esteem. According to hierarchical multiple regression analysis, following factors influence depression level with explanatory powers of 23.8%: sex, age, stress for body shape, perceived economical status, studying time, self-esteem, and social support. In the conclusion, this result imply that depression level of college students is closely related to self-esteem and social support. Especially, social support showed higher correlation with depression.

A Study on Factors Influencing on Adolescents' Multicultural Acceptability : Compared Elementary School Student and Middle School Students (청소년의 다문화 수용성에 영향을 미치는 요인에 관한 연구: 초등학생과 중학생의 비교)

  • Un, Sun Kyoung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.10
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    • pp.685-695
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    • 2016
  • This study suggests different improvement practices of adolescents' multicultural acceptability to compare the factors influencing multicultural acceptability with elementary and middle school students. The data used in this study come from the Korean Child and Youth Panel Study(KCYPS) of the National Youth Policy Institute(NYPI) comprising 4,092 responses from 5th grade elementary school students and 4th grade(middle school 2nd grade) of elementary school students. The study data were subjected to hierarchical regression analysis to give the following findings. First, Levels of Multicultural Acceptability were significantly different. Second, factors influencing multicultural acceptability for elementary school students and middle school students were different. Common factors were mother's education level, life's satisfaction, peer relationship, teacher relationship, and spirit of community. Factors for elementary school students's multicultural acceptability were subjective academic achievement, community awareness, experiences of cultural activity, and overseas visiting experiences. The factor for middle school students's multicultural acceptability was family/group travel experiences. Our findings highlight the importance of programs and education that are suitable for children's developmental level. Such peer group programs need to be offered for middle school students to achieve spirit of community and educational group program and various extracurricular activities to achieve community awareness and develop a spirit of community for elementary school students.