• Title/Summary/Keyword: Multiple-Regression

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Effect of Other Behaviors on Self-Directed Learning Ability, Flow and Academic Achievement of Department of Radiology(science) Students in Online Classes (온라인 수업에서 방사선(학)과 학생들의 딴짓이 자기주도적 학습역량, 몰입, 학업성취도에 미치는 영향)

  • Na, Gil-Ju
    • Journal of the Korean Society of Radiology
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    • v.16 no.5
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    • pp.611-618
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    • 2022
  • The purpose of this study was to confirm the degree of other behaviors among university students in the department of radiology(science) who experienced online classes in the COVID-19 situation and to investigate the effect of self-directed learning ability, flow and academic achievement on other behaviors. The research method was descriptive research. Data were 200 students collected from June 1 to 30 in 2022 using structured questionnaires as students in the Department of Radiology(science). Collected data were analyzed using descriptive statistics, t-test, ANOVA, Cronbach's pearson's correlation, multiple regression analysis with SPSS/WIN 21.0. The result of the study showed that the other behaviors were in the order of 'having s different thought, and 'sending text messages'. other behaviors was 1.75, self-directed learning ability was 3.60, flow was 3.23 and academic achievement was 4.29. There was a significant negative correlation between other behaviors and self-directed learning ability, flow, academic achievement. Factors influencing other behaviors were academic achievement, age, flow, self-directed learning ability in that order. As a result of the above research. it is expected that specific measures and various teaching methods to be flowed in the class are need as the way to lower the other behaviors of university students in the Department of Radiology(science) is to increase academic achievement.

A Comparative Analysis of Risk Impacts on Cost Overrun between Actual Cases and Managers' Perception on Overseas Construction Projects (해외 프로젝트 시공단계 리스크 요인의 실제 비용 초과 영향과 현장관리자 인식 차이 분석)

  • Lee, Kyung-Tae;Ann, Hannah;Kim, Jae-Won;Kim, Ju-Hyung
    • Korean Journal of Construction Engineering and Management
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    • v.22 no.3
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    • pp.52-60
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    • 2021
  • Due to the significant size of overseas construction projects, the cost overrun has enormous impacts on the financial status of construction companies. The managers' appropriate perception and identification of key risk factors in the construction phase notably affect the performance of projects. However, the actual impacts of risk factors and local manager' s perception of them could be deviated. For this reason, we aim to compare the performance of actual cases and general opinions of responsible practitioners in terms of risk factors relevant to cost overruns in order to present a practical strategy for risk management. Firstly, factors classified from literature review were used to simulate 290 cost overruns data sets from 20 cases by introducing Monte-Carlo Simulation and were ranked by standardized coefficients through multiple regression analysis. Secondly, a survey was conducted against 42 local managers to rank their perception of impact on cost overrun with identical factors by using Stepwise Weight Assessment Ratio Analysis (SWARA). Comparison results show that conflicts such as 'conflict with subcontractors' and 'conflict with the local community' have caused excessive cost overrun. However, managers' perception of these as less significant than the actual influences and consider other risks such as 'material price fluctuation' and 'construction quality errors', as relatively serious. Therefore, education for local managers on conflict risks needs to be presented.

The Influence of Adolescents' Perceived Empathy and Peer Support on Happiness (청소년이 지각하는 공감능력, 또래지지가 행복감에 미치는 영향)

  • Cho, HeaKyoung;Cho, Sung-je
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.5
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    • pp.136-142
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    • 2021
  • This study examined the influence of adolescents' perception of empathy and peer support on happiness. The subjects of this study were 113 adolescents from U-city. Frequency analysis, reliability analysis, correlation analysis, and multiple regression analysis were performed using the SPSS 22.0 program. First, in the effect of the empathy ability perceived by adolescents on the feeling of happiness, the sub-factors of the empathy ability, such as cognitive empathy and emotional empathy, had a significant positive effect on happiness. In particular, the cognitive empathy factor of the empathy ability has more influence on happiness. Second, in the relationship between the adolescents' peer support and feelings of happiness, the sub-factors of peer support, emotional support, and instrumental support had a significant positive effect on happiness. On the other hand, the sub-factors of peer support, informational support, and evaluative support did not affect happiness significantly. In particular, the emotional support factors have more influence on happiness than the instrumental support factors. This means that a higher level of empathy and peer support perceived by adolescents results in a higher feeling of happiness. This study provides basic data for preparing educational programs to improve adolescents' happiness

The Effect of Workplace Spirituality of Art Psychotherapists on Perception and Attitude toward Delinquent Youth (예술심리치료사의 일터영성이 비행청소년에 대한 인식 및 태도에 미치는 영향)

  • Yun, MinHee
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.5
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    • pp.270-277
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    • 2021
  • The purpose of this study is to analyze the effects of workplace spirituality of art psychotherapists on the perception and attitudes toward delinquent youths. The subjects of this study included 115 art psychotherapists in Seoul City. The analysis methods were frequency analysis, reliability analysis, correlation analysis, and multiple regression analysis using the SPSS 22.0 program. Study results found that the vocational consciousness and transcendental consciousness of art psychotherapists had a significant influence on the perception of delinquent youths, and the inner consciousness, empathy consciousness, and community consciousness did not have a significant effect. Second, it was found that art psychotherapist's inner consciousness, community consciousness, and transcendence consciousness had significant influences on attitudes toward delinquent youths. This means that the higher the art psychotherapist's vocational consciousness and transcendental consciousness, the higher the perception of delinquent youths, and the higher the inner consciousness, community consciousness, and transcendental consciousness, the higher the attitudes toward delinquent youths. The implications of this study are expected to provide basic data for preparing plans to improve the perception and attitudes toward delinquent youths by art psychotherapists.

Effect of Perceived Stress and Depression on Adaptation to College life of College Freshmen (대학 신입생의 지각된 스트레스, 우울이 대학생활적응에 미치는 영향)

  • Joo, Weon Sig;Byun, Eun Kyung;Lee, Gyeong Min
    • The Journal of the Convergence on Culture Technology
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    • v.7 no.2
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    • pp.309-316
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    • 2021
  • The purpose of this study is to investigate the level of adaptation to college life and identity the influencing factors on adaptation to college life of college freshmen's. Data were collected from 2088 college freshmen's in B city and analyzed by t-test, ANOVA, Pearson correlation coefficient, and multiple regression using SPSS/WIN 22.0. The degree of adaptation to college life in college freshman was 3.75±0.73. There were significant differences in college life adaptation with respect to gender(t=3.947, p<.001), age(F=3.445, p=.032), major(F=5.539, p=.001), family type(F=6.958, p<.001). There was negative correlation between adaptation to college life and perceived stress(r=-.696, p<.001), depression(r=-.507, p<.001), positive correlation were found between perceived stress and depression(r=.567, p<.001). The factors affecting the adaptation to college life of the study subjects were perceived stress, depression, age, major, family type with an explanatory power of 50.4%. In conclusion, to enhance adaptation to college life of college freshmen's, it is necessary to develop and adopt various program of adaptation to college life.

The Relationship between Hardiness, Job-seeking Stress and Smoking Attitude among Male College Students (남자 대학생의 강인성 및 취업스트레스와 흡연태도와의 관련성)

  • Lee, In Sook;Song, Min Sun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.5
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    • pp.443-452
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    • 2021
  • College students face serious difficulties while seeking jobs, leading to a high degree of stress, which is thought to affect their attitude towards smoking. The purpose of this study was to identify the relationship between hardiness, job-seeking stress, and the attitude towards smoking among students, and to further identify the factors influencing smoking attitude. Data were collected using a structured questionnaire administered to 145 students. Data analysis was performed using the SPSS program, t-test, ANOVA, Kruskal Wallis test, Pearson's Correlation Coefficients, and hierarchical multiple regression analysis. Smokers constituted 22.1% of the sample. The study showed that smoking attitudes varied according to the smoking status (H=28.26, p<.001). The smoking attitude was seen to be desirable in the high group (t=-3.27, p=.001) and low job-seeking stress group (t=4.40, p<.001). There was a positive correlation between hardiness and smoking attitude (r=.18, p=.028). There was a negative correlation between job-seeking stress and smoking attitude (r=-.28, p=.001). Also, the factors affecting the smoking attitude were non-smoker respondent (β=.50, p<.001), job-seeking stress (β=-.23, p=.015), former smoker respondent (β=.22, p=.016) and the explanatory power was 24.3%. Therefore, school and health public center counseling and employment support programs need to help students manage and cope with stressful situations to change their attitude towards smoking in a desirable direction.

Effects of Teacher Disposition and Teaching Ethics on the Teacher Competency of Preservice Early Childhood Teachers (예비유아교사의 교직인성과 교직윤리의식이 교사역량에 미치는 영향)

  • Kim, Young-Tae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.22 no.5
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    • pp.278-287
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    • 2021
  • The purpose of this study is to research how a teaching personality and ethics in teaching affect the competence of students majoring in early childhood education. Questionnaires were distributed to 211 early childhood education students residing in I-city. For this study, frequency analysis, averages, and standard deviation were calculated by using SPSS 22.0, with Cronbach's alpha for the reliability test. To determine the relevance of each variable, correlation analysis and multiple regression analysis were done, with results as follows. First, the teaching personalities perceived most by the students were morality and educational principles. Ethics for infants and ethics for households were most perceived in the ethics of teaching; for competency, understanding of the curriculum, understanding infant protection, and learning support were perceived the most. Second, there is a statistically significant correlation among a teacher's personality, ethics, and competence. Third, the sub-factors of both personality and ethics have a positive effect on competence. The above results indicate that there should be multilateral research into students majoring in early childhood education to ensure they have correct and positive competency so they can provide high-quality early childhood education services, recognizing the importance of competence.

The effect of policy on Korean personal assistance service for persons with disabilities of labor market participation (장애인활동지원서비스제도의 노동시장 참여에 대한 정책효과)

  • Kim, Song Sook;Kim, Yoo-Min;Na, Ga-Yeon;Baek, Seung-Hee;Lee, Kun-Chul
    • Journal of the Korea Convergence Society
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    • v.12 no.4
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    • pp.267-274
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    • 2021
  • This study used data from the 6rd and 12th year of the Korean Welfare Panel to evaluate the effects of the Personal Assistance Service(PAS) system on the labor market of PAS users' participation. For the purpose of this study, 64 program groups using the Korean PAS and 344 control groups not using the Korean PAS were selected using Caliper matching among the propensity score matching. A chi-square test was used for the difference in characteristics between groups, and a simple difference-in-differences (DID) model and a double-difference multiple regression analysis of DID were performed to estimate the effect of thepolicy before and after the Korean PAS. As a result of the study, it was found that statistically, PAS had no significant effect on the labor market. This is due to the low number of system users, resulting in low post-hoc power, incomplete matching and limited availability of PAS Assistants for Disabled People. Therefore, In order to demonstrate the effectiveness of the Personal Assistance Service(PAS) system, specialized services and systems that meet the needs of the disabled and household members should be implemented.

Awareness and Use of Complementary and Alternative Medicine in Korean Lung Cancer Patients

  • Choi, Joon Young;Ji, Wonjun;Choi, Chang-Min;Chung, Chaeuk;Noh, Jae Myoung;Park, Cheol-Kyu;Oh, In-Jae;Yoon, Hong In;Kim, Hyeong Ryul;Kim, Ho Young;Yeo, Chang Dong;Jang, Seung Hun;Public Relation Committee of the Korean Association for Lung Cancer
    • Tuberculosis and Respiratory Diseases
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    • v.84 no.2
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    • pp.105-114
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    • 2021
  • Background: Complementary and alternative medicine (CAM) has been used frequently, and its use continues to increase in lung cancer patients, despite insufficient scientific of its efficacy. To investigate this situation, we analyzed the current awareness and use of CAM in Korean lung-cancer patients. Methods: This prospective survey-based study was performed at seven medical centers in South Korea between August and October 2019. The survey assessed general patient characteristics and the awareness and use of CAM. We analyzed differences in the clinical parameters of patients aware and not aware of CAM and of CAM non-users and users. Results: Of the 434 patients included in this study, 68.8% responded that they were aware of CAM and 30.9% said they had experienced it. In univariate analysis, the patients aware of CAM were younger with poor performance status, had advanced-stage lung cancer, received more systemic therapy, and received concurrent chemoradiation therapy (CCRT). By multiple logistic regression, younger age, poor performance status, advanced stage, and prior CCRT were identified as independent risk factors for CAM awareness. There were no significant differences in the general characteristics and cancer-associated clinical parameters of CAM non-users and users. Conclusion: Specific clinical parameters were associated with patients' awareness of CAM, although there were no significantly different characteristics between CAM users and non-users.

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.