• Title/Summary/Keyword: hierarchical regression analysis

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A Study on the Effect of Founder's Start-up Preparation and the Burden of Start-up Failure on Start-up Achievement-Focusing on the Social Support Moderating Effect (창업자의 창업준비와 창업실패 부담감이 창업성과에 미치는 영향연구-사회적지지 조절효과를 중심으로)

  • Han, Hyang Won;Ha, Kyu Soo
    • Journal of Korea Society of Industrial Information Systems
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    • v.25 no.6
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    • pp.171-192
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    • 2020
  • The purpose of this study is, first, to empirically verify the relationship between the influences of the start-up performance and the inherent fear factor of failure on the start-up performance through the preparation of the start-up. Second, this study aims to prove the influence of the moderating effect of social support on the relationship between start-up preparation and the burden of start-up failure. The research subjects were sampled and analyzed by 298 start-ups who are currently starting their own businesses. This study founds that preparation of start-up items, which is a subordinate theory of start-up preparation, had a significant effect on start-up performance, and that anxiety about failure had a significant effect on start-up performance. Using the SPSS statistical program, the hierarchical regression analysis proved the moderating effect of social support in the relationship between star-tup preparation, start-up failure burden and startup performance. Furthermore, the moderating effect of social support among start-up preparation, start-up failure burden and start-up achievement was analyzed, but no significant results were found for start-up failure burden. Besides, the effect of the opposite concept of independent variables on the dependent variables at the same time is to be analysed.

The Influence of Unmarried Adult Men and Women's Implicit Narcissistic Propensity on the Tolerance of Dating Violence: Focusing on the Mediating Effect of Irrational Relationship Beliefs (미혼 성인남녀의 내현적 자기애 성향이 데이트폭력 허용도에 미치는 영향: 비합리적 관계신념의 매개 효과를 중심으로)

  • Jung, O-Young;Chang, Seok-Jin
    • Journal of Digital Convergence
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    • v.19 no.1
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    • pp.453-463
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    • 2021
  • The purpose of this study was to verify the effect of the implicit narcissism of unmarried men and women in their 20s and 30s on the tolerance of violence in dating and the mediating effect of irrational relationship beliefs. To this end, major variables were measured through survey and statistical analysis was conducted on 215 unmarried men and women in their 20s and 30s who had experience in dating violence. Hierarchical regression was used to analyse the mediated effects of irrational relational beliefs in the relationship between intrinsic self-love propensity and dating violence tolerance, and hypothesis testing showed that introspective self-love affects the tolerance of dating violence. It was also found that irrational relationships were completely intertwined between implicit narcissism and dating violence tolerance. The results of these studies indicate that irrational interrelationships only affect the tolerance of dating violence. The results of this study are suggestive in that it can contribute to the development of counseling and education programs that can prevent dating violence by proving the mediating effect of irrational relationship beliefs about violence tolerance.

The Effects of Perceived Value and Stress on Continuous Intention in SNS : Focused on the Moderating Effect of SNS Type (SNS에서 지각된가치와 스트레스가 지속사용의도에 미치는 영향 : SNS 유형의 조절효과를 중심으로)

  • Kwon, Ki Chol;Kim, Hyun Ah;Seo, Young Wook
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.12
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    • pp.120-130
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    • 2020
  • This study examined the effects of perceived value (functional value, social value) and stress (complexity, insecurity) on continuous intention in SNS. In particular, this study examined the direct and indirect impacts of SNS type on the intention of continuing to use SNS. The research model was tested for 461 respondents that used SNS. SPSS 21.0 and PLS 2.0 techniques were used to perform reliability, feasibility, path and hierarchical regression analysis. The summary of the research results is as follows. First, the results indicate that functional value and social value have positive effects on satisfaction. Second, the results indicate that complexity had a negative effect on satisfaction. Third, the results indicate that insecurity and satisfaction have positive effects on continuous intention. Fourth, the results indicate that SNS type had a negative effect on continuous intention. Fifth, it was shown that SNS type had a moderating effect in the relationship between insecurity and continuous intention. Specifically, Insecurity had a stronger effect on continuous intention at closed-type SNS than open-type SNS. These findings suggest that closed-type SNS companies will have to address the anxiety of SNS users by providing various items and system devices.

Effects of e-health literacy and oral health knowledge on oral health behavior in adults (성인의 e-헬스 리터러시, 구강보건지식이 구강보건행동에 미치는 영향)

  • Kim, Yi-Seul;Lim, Soon-Ryun
    • Journal of Korean society of Dental Hygiene
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    • v.22 no.1
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    • pp.11-19
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    • 2022
  • Objectives: The purpose of this study was to identify new variables that can enhance adult oral health behaviors by confirming the degree of adult e-health literacy, oral health knowledge, and oral health behaviors and examining their relevance. Methods: A self-reported questionnaire was filled out by 350 adults from June 22 to August 1, 2021. Data were analyzed using SPSS 23.0. independent t-test, one way ANOVA, the scheffé post-hoc test and the pearson correlation coefficients were reviewed, A hierarchical regression analysis was conducted. Results: Oral health behaviors according to general characteristics showed significant differences in gender, educational background, dental visit within 1 year, subjective oral health status, oral health interest, frequency of oral internet use, and reliability of internet oral health information. Also it was found that e-health literacy affects oral health behavior. Conclusions: In this study, e-health literacy, oral health knowledge, and oral health behavior were correlated and it was confirmed that e-health literacy had an effect on oral health behavior. In the future, it is necessary to develop a tool that can measure e-oral health literacy and to find a way to improve the oral health behavior of adults by using e-oral health literacy.

Relationships among the Desire to Have Children, Adult Attachment Style, and Belief in a Just World (미혼 성인의 애착, 정당한 세상에 대한 믿음과 자녀를 가지고자 하는 희망 간의 관계)

  • Jin, Kyong-sun
    • Korean Journal of Culture and Social Issue
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    • v.26 no.4
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    • pp.479-499
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    • 2020
  • The present study explored psychological factors related to the desire to have children of young adults who had yet to marry and begin a family. To do so, the present study investigated the relationships among the desire to have children, adult attachment styles and belief in a just world (DJ-self, PJ-self, DJ-others, and PJ-others). This study analyzed the self-reported data of 260 adults aged 20 to 39. Hierarchical regression analysis revealed that after controlling for gender, individuals with more avoidant models of close adult relationships showed less desire to have children. Moreover, the belief in a just world accounted for an additional variance. Specifically, participants' PJ-others positively predicted their desire to have children. These results suggest that individuals' expectations about close relationships and justice of their society might explain a part of their desire to have children. The implications, limitations, and future directions of the study were discussed.

Influence of Discrimination Experience in Daily Life and Social Isolation on Depression of Older Adults (노인의 일상생활에서의 차별 경험과 사회적 고립이 우울에 미치는 영향)

  • Ko, Young;Kwak, Chanyeong
    • Journal of Convergence for Information Technology
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    • v.11 no.8
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    • pp.42-52
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    • 2021
  • This study was conducted to identify the influence of the discrimination experienced in daily life and social isolation on depression among older adults living in the community. This study was a secondary analysis of the data of 2017 Living Profiles of Older Adults Survey. The participants was a representative sample among the older adults 65 years and older. Data from 10,041 older adults were analyzed for this study. Hierarchical logistic regression analyses were used. When the discrimination experiences was added in model 1, the likelihood of being depressed was 1.95(1.60-2.36) times higher for those who experienced discrimination comparing with those who didn't experienced discrimination. When the social isolation was added in model 2, the likelihood of being depressed was 1.89(1.55-2.30) times higher in those who experienced discrimination. In addition, as the number of close friends, neighbors, and acquaintances decreased by one, the likelihood of being depressed increased by 1.14 times. Those who were isolated from family, friends, neighbors and acquaintances were 3.90 times more likely to be depressed. Therefore, social efforts are needed to reduce the experience of discrimination. Maintaining a social network or creating a new network will contribute to lowering the level of depression in older adults who have experienced discrimination.

Effects of Variables Related to Suicide Attempt on the Types of Youth Suicide Attempt (청소년 자살시도 관련 변인이 자살시도 유형에 미치는 영향)

  • Lee, Seung Jin;Yu, Nan Sook
    • Journal of Korean Home Economics Education Association
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    • v.32 no.4
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    • pp.67-79
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    • 2020
  • The purpose of the study were to analyze the patterns of adolescent suicide attempts, and to explore the effects of personal psychology (subjective depression, subjective stress), health status (BMI, subjective health perception), and subjective academic performance on the types of youth suicide attempts. For this research, data of 'The 15th Korea Youth Risk Behavior Survey' were analyzed employing a hierarchical logistic regression analysis. The findings are as follows. First, out of 1,731 youth suicide attempts 156 (9%) were impulsive and 1,575 (91%) were planned. Girls(67.3%) attempted suicide more than boys (32.5%), and middle school students (62%) attempted suicide more than high school students (38%). Second, the variables that significantly affect suicide attempt types were subjective depression, subjective stress, and subjective health perception, after controlling for gender, grade level, school type, and SES. The rate of planned suicide attempts was higher among those who experienced depression than among those who did not. In the case of subjective stress, adolescents who felt stressed were likely to commit planned suicide attempts. Those who attempted impulsive suicide showed 1.32 times higher subjective health perception scores than those who attempted planned suicide, indicating adolescents who perceived they were not healthy were more likely to attempt planned suicide. BMI and subjective academic performance did not have a significant effect on the types of youth suicide attempts. These findings suggested the necessity of systematic intervention in Home Economics classes or extra-curricular programs, to prevent potential youth suicide attempts.

The Effect of Ratee Accountability on Behavioral Change Intention in Multi-Rater Performance Appraisal System (피평가자의 외적책임감이 행위변화 의도에 미치는 영향: 다면평가 상황을 중심으로)

  • Rhee, Seung-Yoon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.4
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    • pp.99-107
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    • 2021
  • To establish an effective performance appraisal system, ratee accountability is essential because it increases the likelihood of meaningful utilization of performance appraisal feedback. In the context of a multi-rater performance appraisal system, this study examines the effect of the ratee general accountability and accountability to the supervisor and peers on the ratee's intention to change behavior based on the performance appraisal feedback. This study further explored the moderating effect of perceived feedback specificity on the relationship between the ratee accountability and behavioral change intention. Hierarchical multiple regression analysis was conducted using the survey data from 153 employees in eight firms with multi-rater performance appraisal systems. The results showed that ratee general accountability was positively associated with the intention to change behavior. Furthermore, perceived feedback specificity attenuated the positive relationship between the ratee general accountability and behavioral change intention, which was the opposite of the hypothesized direction. The findings indicate the importance of managing and facilitating ratee accountability for implementing a multi-rater performance appraisal system. The result also emphasizes the critical role that performance appraisal feedback plays in motivating performance improvement by providing flexible, constructive advice and behavioral change strategies instead of inducing self-defense or justification.

The effect of social support and resilience of middle-aged men and women on retirement readiness (신중년 남녀세대의 사회적지지와 회복탄력성이 노후준비도에 미치는 영향)

  • Kim, Geon-hui;Hong, Sang-Ook
    • Industry Promotion Research
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    • v.7 no.4
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    • pp.75-84
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    • 2022
  • This study aims to examine the relative effects of social support and resilience on retirement readiness in the prudent male and female generations through hierarchical regression analysis. The results of the study first, As a result of verifying the difference between men and women in social support, resilience, and retirement readiness, there was a significant difference between the overall social support and the subvariables of emotional, intelligence, material, and retirement readiness, the physical. especially, Women had higher averages of social support, resilience, and retirement readiness than men. second, The relative impact of social support and resilience on retirement readiness is In model 1, men have family type, living conditions, and final education, and women have living conditions, average monthly income, In Model 2 and Model 3, both men and women showed the same trend. Model 2 shows living conditions, average monthly income, social support, Model 3 had a significant effect on living conditions, social support, and resilience. Namely, Both men and women recognized that social support and resilience had the greatest relative effect on retirement readiness, which was the main variable. Through this study, the middle-aged generation especially, It is significant in suggesting the need to find ways of social support for women and to increase resilience.

The Effects of Youth Instructors' Competence and Job Environment on Their Burnout (청소년지도사의 역량과 직무환경이 소진에 미치는 영향)

  • Park, Woon-Ju
    • The Journal of the Korea Contents Association
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    • v.22 no.3
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    • pp.236-249
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    • 2022
  • The purpose of this study is to understand the influence of the competence of juvenile counselors and their working environment upon exhaustion. This study is expected to allow the exploration of various support strategies to prevent exhaustion, by investigating the impact of competence and working environment as juvenile counselors experience exhaustion. For this study, the researcher surveyed incumbent juvenile counselors, and the data from this survey were put to hierarchical regression analysis. The key findings of this study were as follows; First, as for the impact of the competence of juvenile counselors upon exhaustion, it turned out to have an explanatory power of 58.4% (F=17.125, p<.001). Second, as for the impact of the working environment of juvenile counselors upon their exhaustion, it has an explanatory power of 70.3% (F=19.339, p<.001). Third, when the competence and environment were input in sequential order, the impact on exhaustion had an explanatory power of 81.0% (F=27.368, p<.001). These findings indicated that the competence and working environment of juvenile counselors did have an impact on their exhaustion. Therefore, it is necessary to take measures to prevent exhaustion by developing programs for juvenile counselors to enhance their competence, government-initiated support policies, and better employment conditions and opportunities for promotion, etc.