• Title/Summary/Keyword: SPSS statistics(regression analysis)

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Comparison of Influencing Factors on Purchase of Celebrity Fashion Hot Items in Teens and Twenties (10대와 20대의 셀러브리티 패션 핫 아이템 구매영향요인 비교)

  • Ji, Hye Kyung
    • Fashion & Textile Research Journal
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    • v.21 no.2
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    • pp.151-162
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    • 2019
  • This study identifies influential factors in regards to the purchase of celebrity fashion hot items and compares these factors in the age groups of teens and twenties. This study surveyed male and female consumers aged 10-20 years old for empirical analysis in July 2018. The study surveyed 322 consumers selected through online convenience sampling. Data were analyzed using SPSS for Windows 19.0, descriptive statistics, reliability analysis, ${\chi}^2$ analysis, regression analysis, ANOVA analysis, Duncan test, and t-test. The results were as follows. First, 87.6% of consumer have purchased celebrity fashion hot items more than once. In particular, female consumers in their 20s with a high fashion product expenditure tend to purchase more celebrity fashion hot items. Clothes and shoes were purchased more by 10-year-old males, shoes for males in their 20s, accessories for 10-year-old females female, and bags and accessories for female in their 20s. Second, there were no significant differences for those aged 10-20 years old in purchase satisfaction for celebrity fashion hot items according to age, gender, income, and fashion product expenditure. Consumers' awareness on corporate marketing intention to celebrity fashion hot items was higher among women in their 20s than men in their teens and twenties; in addition, the expenditure on fashion products also increased. Third, factors affecting the purchase of celebrity fashion hot items among teens and twenties were different according to age and gender. A higher need for identification for teenage male resulted in: lower media dependency, higher product involvement, fashion conformity, fashion innovativeness for 20s males, higher product involvement for 10s and 20s females, increased intention to purchase tended. This study provides consumer information and fashion item information that can be utilized in advertisement and promotion strategies for fashion companies that seek to perform celebrity marketing strategies that target consumers aged 10-20 years old.

Mediating Effects of Resilience on the Relation between Emotional Intelligence and Self-Efficacy on Career Decision-Making in Nursing Students (간호대학생의 감성지수가 진로결정자기효능감에 미치는 영향: 회복탄력성의 매개효과 중심으로)

  • Lim, Hyun-Suk;Ryu, Jeong-Lim
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.11
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    • pp.151-160
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    • 2020
  • The purpose of this study was to investigate the moderating mediation effect of resilience, on the relationship between emotional intelligence and self-efficacy in career decision-making of nursing students. The participants were 136 nursing college students in the Jeonbuk region. Data was collected in September 2020 via a structured questionnaire survey. The data was analyzed using the SPSS/23.0 program. The analysis used descriptive statistics, Pearson's correlation coefficient, independent t-test, one-way ANOVA, multiple regression analysis, and Sobel's tests. The results showed that emotional intelligence was a circle activity (F=3.13, p=.047), and motivation to nursing (F=4.16, p=.008). Resilience was a circle activity (F=5.50, p=.005), and nursing major satisfaction (t=2.19, p=.031). Career decision-making self-efficacy showed significant differences in grade (F=3.12, p=.048) and major satisfaction (t=2.36, p=.020). Emotional intelligence and resilience (r=.63, p<.001), emotional intelligence and career decision-making self-efficacy (r=.67, p<.001), resilience and career decision-making self-efficacy (r=.76, p<.001) showed significant static correlation. In emotional intelligence and career decision-making self-efficacy, resilience had a partial mediating effect (Z=6.48, p<.001), and explanatory power was 62.2%. Based on the results of this study, to improve the emotional intelligence and career decision-making self-efficacy of nursing students, it is necessary to develop a personalized and resilience-enhanced education program.

The Effects of Physical Self-concept on Self-efficacy among University Students in Sports : Focusing on Hierarchical Regression Analysis. (스포츠에 참여 중인 대학생들의 신체적 자기개념이 자기효능감에 미치는 영향: 위계적 회귀분석을 중심으로)

  • Park, Young-Chan;Ko, Wi-Sug
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.5
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    • pp.318-329
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    • 2017
  • This study examined the physical self-concept and self-efficacy of undergraduates. Using the convenience sampling method of non-provability sampling, a total of 377 undergraduates from North Kyongsang Province G city were selected. Of the 377 completed questionnairescollected, a total of 354 surveys with structural equation modeling were analyzed using theSPSS 22.0 statistics program. The self-esteem, endurance, health, and flexibility factors have positive effects on improvingthe self-control efficacy factor of self-efficacy in the order of physical self-concept factors. On the other hand,the higher university students perceive that among the physical self-concepts, the physical activity factor had more negative effects on the self-regulated efficacy. The self-esteem, health, and muscle strength have positive effects on improvingthe confidence factor of self-efficacy in the order of physical self-concept factors. The more perceptive endurance than the appearance, sports competence, body fat, health, self-esteem, flexibility, muscle strength of physical self-concept, and the more influence on self-efficacy. Overall, the higher the perception of physical activity factors among the physical self-concept factors, the more negative effects on the task difficult preference.

Analysis of Ecological Factors Affecting School Life Satisfaction of Commercial High School Students (상업계열 고등학생들의 학교생활만족도에 영향을 미치는 생태체계 변인 분석)

  • Kim, Leejin;Chang, Inhee
    • The Journal of the Korea Contents Association
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    • v.16 no.7
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    • pp.135-145
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    • 2016
  • This research intended to investigate, from an ecological perspective, significant predictors affecting school life satisfaction. The subjects were 312 students(2nd grade) of commercial high school in Kyonggido. Data collected by questionnaire survey were analyzed by SPSS Win 22.0 and descriptive statistics, correlation analysis, hierarchical linear regression, and stepwise regression were conducted. There were 21 independent variables: 8 organism variables (self-competence, interpersonal skills, internal control, mood awareness, emotional expression, empathy, emotional regulation, emotional capability), 9 microsystem variables(school variables: the relationship with teachers, school learning, classroom climate, school welfare facilities, school environment/peer variables: peer relationship/family variables: family functioning, education level of fathers, economic status), 2 mesosystem variables(parent-teacher relationship, parent-children's peer relationship), 1 exosystem variables(satisfaction with Korean educational system), 1 macrosystem variables(Korean's primal belief in educational achievement). The results are as follows; the significant variables were the relationship with teachers, satisfaction with Korean educational system, peer relationship, emotional capability, parent-teacher relationship($R^2=45.3%$); and the effect of microsystem was the strongest($R^2=35.7%$). This research is meaningful of analyzing school life satisfaction of commercial high school in terms of ecological perspective.

The Effects of Cognitive Emotion Regulation Strategies on the Professional Quality of Life in Hospital Nurses (병원간호사의 인지적 정서조절전략이 전문직 삶의 질에 미치는 영향)

  • Baik, Dain;Kim, Oksoo
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.10
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    • pp.212-221
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    • 2020
  • This study examined the cognitive emotion regulation strategies and professional quality of life to identify factors affecting the professional quality of life in hospital nurses. The participants were 176 staff nurses working at a university hospital in Seoul. Data were collected using a structured online questionnaire from March 3 to 16, 2020. The data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's correlation coefficient, and multiple regression analysis using SPSS 25.0. The cognitive emotion regulation strategies of hospital nurses were identified as factors affecting the professional quality of life. Adaptive cognitive emotion regulation strategy (β=.501, p<.001) had significant effects on the participants' compassion satisfaction, and the explanatory power was 24.8%. The variables affecting burnout were adaptive cognitive emotion regulation strategy (β=-.435, p<.001), maladaptive cognitive emotion regulation strategy (β=.427, p<.001), and educational level (β=.188, p=.046), and the explanatory power was 36.8%. In addition, the maladaptive cognitive emotion regulation strategy (β=.502, p<.001) had significant effects on secondary traumatic stress of the participants, and the explanatory power was 24.4%. Based on this, it is necessary to develop programs to improve the professional quality of life of hospital nurses, focusing on acquiring adaptive cognitive emotion regulation strategies and using less maladaptive strategies.

The Effect of Emotional Labor, Nursing Informatics Competency and Nursing Service Environment on Nursing Performance of Convalescent Hospital Nurse (요양병원 간호사의 감정노동, 간호정보역량 및 간호근무환경이 간호 업무성과에 미치는 영향)

  • Jung, In-Ok;Han, Jong Hee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.10
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    • pp.334-344
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    • 2020
  • This was descriptive research aimed at determining the effects of emotional labor, nursing informatics competency, and nursing service environment on the nursing performance of convalescent hospital nurses. One hundred thirty-one nurses participated in this survey. The collected data were analyzed using the SPSS statics18 program. The distribution of the research variables and general characteristics were analyzed by frequency analysis and descriptive statistics. The correlation between emotional labor, nursing informatics competency, nursing service environment, and nursing performance was analyzed by the Pearson correlation, and the influencing factors were hierarchical multiple regression analysis. As a result of the study, the average nursing performance was 65.5 (±8.5) points, emotional labor was 27.2 (±5.6) points, nursing informatics competency was 91.3 (±15.7), and the nursing service environment was 88.2(±16.0) points. The nursing performance showed a positive correlation with the nursing informatics competency (r=.32, p<.001) and nursing service environment (r=.25, p=.005). Nursing informatics competency was the biggest factor affecting nursing performance, and the nursing service environment had no significant influence. Among the general characteristics, marriage status and position also affected the nursing performance. The explanatory power of this regression model was 35.2% and was statistically significant (F=9.815, p<.001).

Investigation of Healthy Life Practices among Korean Males and Females in relation to Dyslipidemia Using data from the 2012 Korea National Health and Nutrition Examination Survey (한국인 남녀에서 이상지질혈증 관련 건강생활 실천 규명 -국민건강영양조사 2012년 자료 이용-)

  • Lee, Sun-Hee;Seomun, GyeongAe
    • Journal of Digital Convergence
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    • v.14 no.1
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    • pp.327-338
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    • 2016
  • The purpose of the present study is to determine the occurrence of dyslipidemia and the effects of health life practices among Korean males and females. The study subjects were 4,036 persons aged at least 19 years, as selected from the health questionnaire data out of the third year data(2012) Korea National Health and Nutrition Examination Survey. They were divided into a dyslipidemia group of 2,092 subjects (male 1,042, female 1,050) and a normal group of 1,944 subjects (male 740, female 1,204) by applying the dyslipidemia treatment guidelines of the Korean Society of Lipidology and Atherosclerosis. In the present study, the SPSS 18.0 program was used to conduct t-tests, a ${\chi}^2-test$, and a logistic regression analysis of descriptive statistics. Therefore, dyslipidemia-related healthy life practice programs should apply the characteristics of Korean males and females that show differences in serum lipid concentrations and to this end, continued studies, and national-level customized education applying the effects of healthy life practices is considered necessary.

Effect of Family Resilience of Self-Sufficiency Program Participants on the Will to Be Self-Sufficient: Focusing on the Mediating Effect of Family Support (자활사업 참여자의 가족탄력성이 자활의지에 미치는 영향: 가족지지의 매개효과를 중심으로)

  • Kim, Jung-Hee
    • Journal of Family Resource Management and Policy Review
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    • v.25 no.3
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    • pp.1-15
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    • 2021
  • This study explored how the family resilience of participants in self-sufficiency programs relates to their willingness to be self-sufficient and analyzed the mediating effects of family support in the relationship. The subjects of the study were 283 people in their 20s to 70s who are participating in a local self-sufficiency center in Gangwon-do. Statistical analyses were conducted using IBM SPSS 18, with descriptive statistics, difference verification and regression, and mediating effects analyzed following Baron & Kenny(1986). The results of the analysis are as follows. First, we conducted difference verification between the sociodemographic characteristics of participants in the self-sufficiency program and major variables. There was a significant difference in the willingness to be self-sufficient in terms of the caregiving family and household income. Family resilience differed significantly depending on age group, marital status, health condition, household type, caregiving family, and homeownership, while family support differed significantly in age group, marital status, health condition, household type, caregiving family, and debt. Second, we conducted a hierarchical regression analysis to determine the factors influencing the will of self-sufficiency of those participating in the self-sufficiency program and found that the better the health condition, the presence of caregiving families, and the higher the level of family resilience and family support, the higher the level of will to be self-sufficient. Third, analyses of the mediating effect following Baron & Kenny(1986) have shown that family support has a full mediating effect on the relationship between family resilience and the will to be self-sufficient. Thus, we have verified that family resilience and family support are important factors as an alternative to improving the level of willingness for self-sufficiency program participants.

Effects of Hearing Handicap on Depression and Self-efficacy in the Elderly at Home (재가노인의 청력장애가 우울과 자기효능감에 미치는 영향)

  • Lee, Young Mi;Ha, Eun-Ho
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.2
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    • pp.571-579
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    • 2019
  • The purpose of this study was to identify levels of hearing handicap, depression, and self-efficacy, and to determine the effect of hearing handicap on depression and self-efficacy in home-based elderly. Data were collected from August to September 2017. Two hundred and seventy eight elderly living at home in three cities participated in this study. Data were analyzed using the independent t-test, one-way ANOVA, Scheffe's test, Pearson's correlation coefficients, and by multiple regression analysis using SPSS Ver. 20.0 for Windows. Mean levels of hearing handicap, depression, and self-efficacy were 10.91 (${\pm}19.83$), 4.75 (${\pm}3.90$), and 46.87 (${\pm}6.75$) respectively. A statistically significant positive correlation was observed between hearing handicap and depression (r=.228, p<.001), and significant negative correlations were found between hearing handicap and self-efficacy (r=-.284, p<.001) and between depression and self-efficacy (r=-.526, p<.001). Hearing handicap had a negative effect on self-efficacy (${\beta}=-.161$, p=.008) and its explanatory power was 27.2%. The study results suggest that the developments of multidisciplinary interventions and education programs are important to prevent or minimize hearing handicap in the elderly.

A Comparative Study on the Health Behavior of Elementary School Students with Single-Parent Families and Two-Parents Families (한부모가정과 양부모가정 초등학생의 건강행태 비교연구)

  • Lee, Yu-Jin;kim, Myung-Sook;Hong, Sung-Kyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.2
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    • pp.711-720
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    • 2019
  • The purpose of this study was to investigate and compare the general health behaviors of elementary school children in single- and two-parent families and to identify factors affecting health behavior. The study subjects were 1,023 students attending S elementary school in G province. Data was collected from March 5, 2018 to March 16, 2018. Collected data was analyzed using descriptive statistics, the chi-square test, and logistic regression analysis using SPSS/WIN Ver. 22.0. The results of children with a single-parent mother were significantly different for 'regular breakfast' (p=.015) and 'counseling with homeroom teachers' (p=.019), and the results of children with a single-parent father were significantly different for 'wash hands before going out and before meals' (p=.035), 'someone you can talk to when you are worried' (p=.005), and 'often lonely and depressed' (p=.007). Logistic regression analysis showed that children with single-parent families were 7.670 times more likely to seek 'counseling with homeroom teachers' than children with two-parent families (p=.011). The results of this study provide basic data on the health behaviors of elementary school students with single-parent families.