• Title/Summary/Keyword: Mediation analyses

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Effects of psychological empowerment on achievement in team based learning: Mediating effect of co-regulation (팀 학습 환경에서 개인의 심리적 임파워먼트가 과제성취도에 미치는 영향: 협력적 자기조절의 매개효과)

  • Park, Mi-Kyung;Park, Myung-Sook
    • Journal of Digital Convergence
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    • v.15 no.10
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    • pp.367-376
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    • 2017
  • The purpose of this study was to identify the impact of empowerment on achievement in the team based learning by college nursing students and the mediation effects of co-regulation. A convenience sample of 243 subjects were recruited from one university in G city. And data were collected from May 23 to May 30, 2017. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson's Correlation, Multiple regression analyses with SPSS 21.0 Program. The psychological empowerment showed a significantly positive correlation of co-regulation and achievement, co-regulation showed a significantly positive correlation of achievement. The factors affecting the achievement were co-regulation, psychological empowerment, improvement on cooperation and modification, grade, and explanatory power was 57.2%. Co-regulation had a partial mediating effect in the relationship between shared psychological empowerment and Achievement. This study provided basic data for developing the nursing education program to improve achievement. and it is necessary to repeat the study including various variables related to achievement of the task in the future.

A Study of Influencing Factors Upon Using C4I Systems: The Perspective of Mediating Variables in a Structured Model (C4I 시스템 사용의 영향 요인에 관한 연구: 구조모형의 매개변수의 관점에서)

  • Kim, Chong-Man;Kim, In-Jai
    • Asia pacific journal of information systems
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    • v.19 no.2
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    • pp.73-94
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    • 2009
  • The general aspects for the future warfare shows that the concept of firepower and maneuver centric warfare has been replacing with that of information and knowledge centric warfare. Thus, some developed countries are now trying to establish the information systems to perform intelligent warfare and innovate defense operations. The C4I(Command, Control, Communication, Computers and Intelligence for the Warrior) systems make it possible to do modern and systematic war operations. The basic idea of this study is to investigate how TAM(Technology Acceptance Model) can explain the acceptance behavior in military organizations. Because TAM is inadequate in explaining the acceptance processes forcomplex technologies and strict organizations, a revised research model based upon TAM was developed in order to assess the usage of the C4I system. The purpose of this study is to investigate factors affecting the usage of C4I in the Korean Army. The research model, based upon TAM, was extended through a belief construct such as self-efficacy as one of mediating variables. The self-efficacy has been used as a mediating variable for technology acceptance, and the variable was included in the research model. The external variables were selected on the basis of previous research. The external variables can be classified into following: 1) technological, 2) organizational, and 3) environmental factors on the basis of TOE(Technology-Organization-Environment) framework. The technological factor includes the information quality and the task-technology fitness. The organizational factor includes the influence of senior colleagues. The environmental factor includes the education/train data. The external variables are considered very important for explaining the behavior patterns of information technology or systems. A structured questionnaire was developed and administrated to those who were using the C4I system. Total 329 data were used for statistical data analyses. A confirmatory factor analysis and structured equation model were used as main statistical methods. Model fitness Indexes for measurement and structured models were verified before all 18 hypotheses were tested. This study shows that the perceived usefulness and the self-efficacy played their roles more than the perceived ease of use did in TAM. In military organizations, the perceived usefulness showed its mediating effects between external variables and dependent variable, but the perceived ease of use did not. These results imply that the perceived usefulness can explain the acceptance processes better than the perceived ease of use in the army. The self-efficacy was also used as one of the three mediating variables, and showed its mediating effects in explaining the acceptance processes. Such results also show that the self-efficacy can be selected as one possible belief construct in TAM. The perceived usefulness was influenced by such factors as senior colleagues, the information quality, and the task-technology fitness. The self-efficacy was affected by education/train and task-technology fitness. The actual usage of C4I was influenced not by the perceived ease of use but by the perceived usefulness and selfefficacy. This study suggests the followings: (1) An extended TAM can be applied to such strict organizations as the army; (2) Three mediation variables are included in the research model and tested at real situations; and (3) Several other implications are discussed.

The Big Data Analytics Regarding the Cadastral Resurvey News Articles

  • Joo, Yong-Jin;Kim, Duck-Ho
    • Journal of the Korean Society of Surveying, Geodesy, Photogrammetry and Cartography
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    • v.32 no.6
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    • pp.651-659
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    • 2014
  • With the popularization of big data environment, big data have been highlighted as a key information strategy to establish national spatial data infrastructure for a scientific land policy and the extension of the creative economy. Especially interesting from our point of view is the cadastral information is a core national information source that forms the basis of spatial information that leads to people's daily life including the production and consumption of information related to real estate. The purpose of our paper is to suggest the scheme of big data analytics with respect to the articles of cadastral resurvey project in order to approach cadastral information in terms of spatial data integration. As specific research method, the TM (Text Mining) package from R was used to read various formats of news reports as texts, and nouns were extracted by using the KoNLP package. That is, we searched the main keywords regarding cadastral resurvey, performing extraction of compound noun and data mining analysis. And visualization of the results was presented. In addition, new reports related to cadastral resurvey between 2012 and 2014 were searched in newspapers, and nouns were extracted from the searched data for the data mining analysis of cadastral information. Furthermore, the approval rating, reliability, and improvement of rules were presented through correlation analyses among the extracted compound nouns. As a result of the correlation analysis among the most frequently used ones of the extracted nouns, five groups of data consisting of 133 keywords were generated. The most frequently appeared words were "cadastral resurvey," "civil complaint," "dispute," "cadastral survey," "lawsuit," "settlement," "mediation," "discrepant land," and "parcel." In Conclusions, the cadastral resurvey performed in some local governments has been proceeding smoothly as positive results. On the other hands, disputes from owner of land have been provoking a stream of complaints from parcel surveying for the cadastral resurvey. Through such keyword analysis, various public opinion and the types of civil complaints related to the cadastral resurvey project can be identified to prevent them through pre-emptive responses for direct call centre on the cadastral surveying, Electronic civil service and customer counseling, and high quality services about cadastral information can be provided. This study, therefore, provides a stepping stones for developing an account of big data analytics which is able to comprehensively examine and visualize a variety of news report and opinions in cadastral resurvey project promotion. Henceforth, this will contribute to establish the foundation for a framework of the information utilization, enabling scientific decision making with speediness and correctness.

Adult-role Burdens and Socio-emotional Development of Children in Poverty (빈곤과 아동의 사회정서적 발달 간의 관계 : 성인역 부담의 역할을 중심으로)

  • Park, Hyun-Sun;Chung, Ick-Joong;Ku, In-Hoe
    • Korean Journal of Social Welfare
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    • v.58 no.2
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    • pp.303-330
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    • 2006
  • The purpose of this study was to investigate the relationships among poverty, family structure and functioning, burdens of adult roles and socio-emotional problems. It was especially focused on the relationship between the burden of adult roles and socioemotional problems among children in poverty. The Structural Equation model was employed for analyses. The Theoretical model was established based on previous researches related to poverty and adult roles (for example, parentification and parentified children). Data came from the first wave of 'Seoul Panel Study of Children; SPSC' and subjects consisted of 1,807 4th grade elementary school students and their parents who were located at K-Gu in Seoul. The survey was carried out from October 25th to November 20th in 2005. The Results of the Structural Equation model were congruent with the theoretical expectations. To find a more appropriate model, three kinds of structural models were hypothesized and analysed. In the most appropriate model which had a good model fit, poverty and family structure impacted on socio-emotional problems directly and indirectly. The relationship between poverty and socio-emotional problems was mediated by family functioning and burdens of adult roles. The same mediation process existed between family structure and socio-emotional problems also. In brief, children in poverty or those who have a single parent are more likely to have impaired family functioning, which is likely to cause higher burdens of adult roles. In turn, those who have higher burdens of adult roles are more likely to have socioemotional problems. In conclusion, various theoretical and practical implications for social work practice focusing on the burdens of adult roles or caretaker roles among children in poverty were discussed.

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The Impact of Ethical Leadership on Unethical Pro Organizational Behavior: The Dual Mediating Effect of Job Engagement and Organizational Commitment (윤리적 리더십이 비윤리적 친조직행동에 미치는 영향 직무열의와 조직몰입의 이중 매개효과)

  • Li, Yi-Ran;Jeon, Jeong-Ho;Lee, Jong-Min
    • The Journal of the Korea Contents Association
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    • v.19 no.10
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    • pp.487-510
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    • 2019
  • The purpose of this study is to examine the impact of Ethical Leadership on job engagement, organizational commitment and unethical pro-organizational behavior and to analyze the dual mediation effect of job engagement and organizational commitment. We used 565 questionnaires collected by members in domestic companies. The result of the analyses are as follows: First, Ethical Leadership has no positive effect on unethical pro-organizational behavior. Second, in the relationship between Ethical Leadership and unethical pro-organizational behavior, job engagement does not play a mediating role, but organizational commitment plays a mediating role. Third, in the relationship between Ethical Leadership and unethical pro-organizational behavior, job engagement and organizational commitment play a dual mediating role. The theoretical implication is that this study once again confirmed the behavior patterns such as cognition, emotion, attitude and behavior of members in the organization. In addition, this study can contribute to theoretical expansion by explaining that these behavior patterns are identified by social exchange theory. The practical implication is that this study confirmed that members in the actual management field are willing to perform unethical pro-organizational behavior in order to achieve the organization's goal efficiently and effectively. Therefore, it is suggested that active efforts should be made to recognize these negative influences and possibilities at the organization level and to create a clean and fair organizational culture and environment that everyone can recognize at the social level.

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.

Relationship Between Collegiate Student Exercise Intention and Leisure-Time Physical Activity: The Mediating Role of Action and Coping Planning (대학생들의 운동의도와 여가시간 신체활동 간의 관계에서 극복계획과 실행계획의 매개역할)

  • Kim, Boram;Cheon, Sung Hyeon
    • 한국체육학회지인문사회과학편
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    • v.58 no.1
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    • pp.217-228
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    • 2019
  • The purpose of this study is to test the mediating effect of coping plan and action plan in the relation between leisure-time physical activity(LTPA) intention and exercise behavior and to extend the literature in theory of planned behavior. We examined the mediating role of implementation plan-namely coping plan and action plan in the effect of intention to physical activity on exercise behavior. To attain the goal of study, we asked collegiate students (n=253; male=118, female=105) report their intention toward LTPA, coping plan, action plan, and self-reported exercise behavior. Collected data was analyzed using statistical program software (i.e., SPSS, AMOS) for SEM and mediation analyses. The results revealed that intention toward LTPA was positively related to implementation plan (coping plan and action plan) and exercise behavior. Collegiate students' intention toward LTPA positively predicted their exercise behavior mediated by implementation plans. Specifically, LTPA intention among collegiate students predicted their exercise behavior via coping plan and action plan. The findings showed that coping plan and action plan partially mediated in the relation between LTPA intention and exercise behavior. In conclusion, students' intention to be getting physical active in leisure-time physical activity explains lifetime physical activity or the level of recent exercise behavior possibly via coping plan (e.g., how to overcome barriers to exercise) and action plan (e.g., when and where I exercise and get physically active). The conceptualization of coping plan and action plan in implementation plans and test of its model better to explain the intention-behavior gap would help exercise instructors or practitioners effectively develop their plans and strategies toward targeted exercise behavior.

The Influence of the Founder's Social Competence and Social Capital on Access to Funding Sources (창업자의 사회적 역량과 사회적 자본이 투자유치 시도방식에 미치는 영향)

  • Park, Gyehyun;Kim, Dohyeon
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.16 no.1
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    • pp.21-35
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    • 2021
  • Based on social capital theory, this study investigated the influence of the start-up founder's social competence on the start-up's access to funding sources and performance through the mediating role of the type of social network. This study aimed to examine two types of social networks empirically (i.e., personal networks and business networks) as social capital in analyzing the effect of the founder's social competence and social capital on the method of accessing funding sources. A self-report questionnaire was administered to 252 South Korean start-up founders whose businesses are based in South Korea. Path analysis and mediation effect analysis were performed by structural equation modeling(SEM) using STATA 16.1. This study examined the full mediating effect of the founder's social competence on his/her personal and business networks, respectively, and how the effect leads to different methods to approach funding sources. This is the first study in South Korea to analyze empirically how social competence has contrasting effects on personal and business networks as well as how each type of network varies in its influence on the method founders use to attract investment. This study is also significant in that it proposed a new methodology by utilizing the position generator as the measure of personal and business networks to analyze social networks in detail. The analyses of 252 survey data collected over a period of six months will be a valuable resource that may provide researchers, founders, investors, and other stakeholders in the start-up ecosystem with meaningful implications.

Perception of women who claim sexual assault: The effects of agency and perceivers' gender (성폭력 피해 주장 여성에 대한 인식: 주체성과 판단자 성별의 효과)

  • Jung, Chan Young;Kim, Hyeon Jeong;Kim, Tae Kyoung;Park, Sang Hee
    • Korean Journal of Culture and Social Issue
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    • v.26 no.3
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    • pp.167-194
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    • 2020
  • In this study, we tested the hypothesis that a woman who claims sexual assault would be evaluated more negatively, and the suspected man would be judged more leniently, when the woman is agentic. In addition, we expected that this phenomenon would occur because the agentic accuser does not conform to the 'sexual crime victim' stereotype or feminine norms, and considered these as mediator variables. We also postulated that male (vs. female) participants would have a less positive regard of the agentic accuser and tested participant gender's moderating effects. Contrary to our hypothesis, participants criticized the agentic (vs. non-agentic) woman who claims sexual assault less and perceived her more positively and truthfully, and more likely to judged the suspected man to be guilty and recommended longer sentences. However, we observed the expected moderating effects of participant gender, so that male (vs. female) participants evaluated the agentic accuser more negatively. Mediation analyses yielded results on perceived truthfulness that were consistent with our hypothesis: Participants thought of agentic accuser as less feminine, which predicted less perceived truthfulness. Also, the less the agentic accuser was perceived to be feminine, male participants blamed her more while female participants had more positive impressions of her.

The Effects of Wrongdoer's Characteristics and Moral Cleansing Method on Moral Evaluation (행위자 특성과 도덕적 정화방법이 행위자에 대한 도덕적 평가에 미치는 영향)

  • Seungjae Jin;Hyung-Chul O. Li;ShinWoo Kim
    • Science of Emotion and Sensibility
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    • v.26 no.2
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    • pp.13-24
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    • 2023
  • This study tested whether the evaluation of moral cleansing behavior following an immoral act depends on the resources available to the wrongdoer. To this end, resource availability was manipulated by the wrongdoer's characteristics (socioeconomic status vs. physical health condition) and type of moral cleansing (donation vs. volunteer work), and participants rated the pain of the moral cleansing behavior, hypocrisy, and forgivability. Study 1 presents a scenario where a wrongdoer, either high or low in socioeconomic status, conducts moral cleansing via donation or volunteer work. Participants judged donation by those high in socioeconomic status to be not so painful, hypocritical, and unforgivable. Study 2 described a scenario in which a wrongdoer, either physically strong or weak, performs an act of moral cleansing either by donation or volunteer work. Participants considered those sickly wrongdoers' volunteer work to be painful, less hypocritical, and (compared with other conditions) more forgivable. Mediation analyses showed that in both Studies 1 and 2, pain in moral cleansing influenced the hypocrisy judgment which, in turn, affected perceived forgivability. These results indicate that, even for the same expiatory behavior, moral judgment depends on the actor's available resources. That is, people believe that moral cleansing should involve pain; otherwise, the act is hypocritical and unforgivable.