• Title/Summary/Keyword: Hierarchy Regression

Search Result 87, Processing Time 0.024 seconds

A Study on The Effect of Organizational Culture on Job Satisfaction and Organizational Commitment In ICT Enterprises (ICT 기업의 조직문화가 조직구성원 직무만족과 조직몰입에 미치는 영향에 관한 연구)

  • Lee, Yoeng-Taak
    • Management & Information Systems Review
    • /
    • v.36 no.4
    • /
    • pp.149-166
    • /
    • 2017
  • The purpose of this study puts stress on effects of job satisfaction and organizational commitment depending on the type of organizational culture of ICT enterprises. This study utilized the 6th Human Capital Corporate Panel(HCCP) data from Korea Research Institute for Vocational Education & Training to analyze the effects of organizational culture in ICT enterprises on the job satisfaction and organizational commitment. The Samples are managers, supervisor, and employees in ICT industries who replied thorough the 6th HCCP. Answers from 875 people, except inappropriate answers, were used to test a hypothesis. In order to do that, reliability analysis and correlation analysis and regression analysis, utilizing the SPSS 24.0 & Amos 18.0, were used to analyze the effects of organizational culture on the job satisfaction and organizational commitment in ICT enterprises. With the purpose of this study, organizational cultures in ICT enterprises have different effects on job satisfaction and organizational commitment. The group culture, development culture, rational culture and hierarchy culture have a positive effects on job satisfaction. And the group culture, development culture and rational culture have a positive effects on organizational commitment. Whereas, hierarchy culture have no effects on organizational commitment. Also, job satisfaction have a positive effects on organizational commitment. Among four cultures of ICT enterprises, the importance of group culture should be stressed. According to the result of empirical analysis, group culture has the most positive impact on job satisfaction, contrary to the expectation that development culture might be the one. So far, the group culture, which emphasizes organizational flexibility, integration, trust, teamwork, high participation, royalty and morale, have positive impact on the organizational employees the most.

  • PDF

A Brief Empirical Verification Using Multiple Regression Analysis on the Measurement Results of Seaport Efficiency of AHP/DEA-AR (다중회귀분석을 이용한 AHP/DEA-AR 항만효율성 측정결과의 실증적 검증소고)

  • Park, Ro-kyung
    • Journal of Korea Port Economic Association
    • /
    • v.32 no.4
    • /
    • pp.73-87
    • /
    • 2016
  • The purpose of this study is to investigate the empirical results of Analytic Hierarchy Process/Data Envelopment Analysis-Assurance Region(AHP/DEA-AR) by using multiple regression analysis during the period of 2009-2012 with 5 inputs (number of gantry cranes, number of berth, berth length, terminal yard, and mean depth) and 2 outputs (container TEU, and number of direct calling shipping companies). Assurance Region(AR) is the most important tool to measure the efficiency of seaports, because individual seaports are characterized in terms of inputs and outputs. Traditional AHP and multiple regression analysis techniques have been used for measuring the AR. However, few previous studies exist in the field of seaport efficiency measurement. The main empirical results of this study are as follows. First, the efficiency ranking comparison between the two models (AHP/DEA-AR and multiple regression) using the Wilcoxon signed-rank test and Mann-Whitney signed-rank sum test were matched with the average level of 84.5 % and 96.3% respectively. When data for four years are used, the ratios of the significant probability are decreased to 61.4% and 92.5%. The policy implication of this study is that the policy planners of Korean port should introduce AHP/DEA-AR and multiple regression analysis when they measure the seaport efficiency and consider the port investment for enhancing the efficiency of inputs and outputs. The next study will deal with the subjects introducing the Fuzzy method, non-radial DEA, and the mixed analysis between AHP/DEA-AR and multiple regression analysis.

A Study on the Effects of the Internal Customer Satisfaction Management on Job Satisfaction at General Hospital - Focused on the Moderating Effect by the Organizational Support Awareness and Organizational Justice - (병원 내부고객 만족경영이 구성원의 직무만족에 미치는 영향 - 조직지원 인식과 조직공정성 지각의 조절효과를 중심으로 -)

  • Heo, Jong-Hun;Ji, Jae-Hoon;Yi, Sun-Chan;Hyuk, Jang-Won;Heo, Seong-Eun
    • The Korean Journal of Health Service Management
    • /
    • v.8 no.3
    • /
    • pp.27-38
    • /
    • 2014
  • The purpose of this study is proving the effects of the internal customer satisfaction management on worker's job satisfaction at general hospital. In the relationship between the management and the satisfaction, the study also finds the moderating effect of the organizational support awareness and the organizational justice. For this study, it was surveyed targeting 270 employees who work in seven general hospitals in Busan. As the result, 246 questionnaires returned. All of these questionnaires were used in the final analysis. The method of analysis is descriptive statistics using SPSS VER. 18.0, correlation analysis, regression analysis, factor analysis and reliability analysis. The main results of empirical analysis were as follows: First, in the effect of the internal customer satisfaction management to worker's job satisfaction, it has positive effect to internal communication and the commission of authority and it has positive effect to worker's job satisfaction. Second, the organizational support awareness & the organizational justice have moderating effect on the relationship between the internal customer satisfaction management and worker's job satisfaction. Third, the study proves that supporting management hierarchy shows positive effects for all socio-demographic characteristics in the organizational support awareness and the organizational justice.

Development of Indicators for Information Security Level Assessment of VoIP Service Providers

  • Yoon, Seokung;Park, Haeryong;Yoo, Hyeong Seon
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.8 no.2
    • /
    • pp.634-645
    • /
    • 2014
  • VoIP (Voice over Internet Protocol) is a technology of transmitting and receiving voice and data over the Internet network. As the telecommunication industry is moving toward All-IP environment with growth of broadband Internet, the technology is becoming more important. Although the early VoIP services failed to gain popularity because of problems such as low QoS (Quality of Service) and inability to receive calls as the phone number could not be assigned, they are currently established as the alternative service to the conventional wired telephone due to low costs and active marketing by carriers. However, VoIP is vulnerable to eavesdropping and DDoS (Distributed Denial of Service) attack due to its nature of using the Internet. To counter the VoIP security threats efficiently, it is necessary to develop the criterion or the model for estimating the information security level of VoIP service providers. In this study, we developed reasonable security indicators through questionnaire study and statistical approach. To achieve this, we made use of 50 items from VoIP security checklists and verified the suitability and validity of the assessed items through Multiple Regression Analysis (MRA) using SPSS 18.0. As a result, we drew 23 indicators and calculate the weight of each indicators using Analytic Hierarchy Process (AHP). The proposed indicators in this study will provide feasible and reliable data to the individual and enterprise VoIP users as well as the reference data for VoIP service providers to establish the information security policy.

Video Ranking Model: a Data-Mining Solution with the Understood User Engagement

  • Chen, Yongyu;Chen, Jianxin;Zhou, Liang;Yan, Ying;Huang, Ruochen;Zhang, Wei
    • Journal of Multimedia Information System
    • /
    • v.1 no.1
    • /
    • pp.67-75
    • /
    • 2014
  • Nowadays as video services grow rapidly, it is important for the service providers to provide customized services. Video ranking plays a key role for the service providers to attract the subscribers. In this paper we propose a weekly video ranking mechanism based on the quantified user engagement. The traditional QoE ranking mechanism is relatively subjective and usually is accomplished by grading, while QoS is relatively objective and is accomplished by analyzing the quality metrics. The goal of this paper is to establish a ranking mechanism which combines the both advantages of QoS and QoE according to the third-party data collection platform. We use data mining method to classify and analyze the collected data. In order to apply into the actual situation, we first group the videos and then use the regression tree and the decision tree (CART) to narrow down the number of them to a reasonable scale. After that we introduce the analytic hierarchy process (AHP) model and use Elo rating system to improve the fairness of our system. Questionnaire results verify that the proposed solution not only simplifies the computation but also increases the credibility of the system.

  • PDF

Effects of Cultural Tourism Commentators' Needs on Job Satisfaction and Continuance Will (문화관광해설사의 욕구가 직무만족 및 지속의지에 미치는 영향)

  • Park, Ho-Pyo
    • The Journal of the Korea Contents Association
    • /
    • v.16 no.1
    • /
    • pp.632-641
    • /
    • 2016
  • The purpose of this study is to analyze the influence relationship on the cultural tourism commentators' job satisfaction and willingness to continue by the needs of cultural tourism commentators when insufficient compared to workers in other industries. For this, I used a questionnaire organized based on Maslow's hierarchy of needs to conduct a survey of guides who participated in cultural tour guides training program in Chungcheongbuk-do and Jeollanam-do from Aug. 10 through Sep. 7, 2015. 198 of total 200 copies of the questionnaire were collected. Except 30 copies in which missing values or insincerely filled out, 168 copies were used as data for the analysis in this study. And I used SPSS 18.0 to conduct exploratory factor analysis, reliability analysis, correlation analysis, and regression analysis. The analysis showed that cultural tour guides' needs were identified as the four factors of self-actualization, social need, safety and esteem, and physiological needs. Also, self-actualization and social need exercised positive influence on job satisfaction, and regard to the job satisfaction exerted significant positive influence on willingness to continue working. Based on these findings, this paper suggests implications and limitation of the research as well as future directions for the study.

A Study on the effect of Hierarchical culture of Construction Industry to the Empowerment and Organizational Effectiveness (위계문화가 임파워먼트 및 조직유효성에 미치는 영향에 관한 실증연구 -건설산업 중심으로-)

  • Kuark, Sang-Tai;Yang, Dong-Woo
    • Journal of Digital Convergence
    • /
    • v.14 no.3
    • /
    • pp.115-126
    • /
    • 2016
  • The purpose of this study is to identify Hierarchical Culture of construction enterprises, Empowerment, and Organizational Effectiveness through empirical research. To perform this study, we carried out a survey targeting executives of construction companies in Seoul, metropolitan area, and non-metropolitan area. For analyzing, SPSS Statistical Techniques, Reliability analysis, Factor analysis, Multiple Regression analysis were used. The results of the study are as follows. First, the Hierarchy of the Culture affects significantly positive (+) on Organizational Effectiveness. Second, Hierarchical Culture affects the significantly positive (+) to the Empowerment. Third, Hierarchies and Cultural Empowerment was found to significantly affect the positive (+) on Organizational Effectiveness. Based on the conclusions, Hierarchical Culture of the domestic construction industry has a significant impact on Self-determination and the goal of consciousness among employees. In addition, this is helpful in Job Performance and Organizational Commitment.

Study on the Factors Working Environment and Health Effects of Contingent Workers Youth (비정규직 청년의 근무환경과 건강영향의 요인에 관한 연구)

  • Choi, Kilyong;Kim, Hohyun
    • The Journal of the Korea Contents Association
    • /
    • v.16 no.12
    • /
    • pp.170-180
    • /
    • 2016
  • Objectives: While the proportion of the non-regular workers youth increases in labor market, the differential conditions of temporary employee are increased. Methods: Research objects were 4,322 youth (from 15 to 29) among members of workers who responded to 2014 PSWCI panel report. Statistical analyses were performed using the SAS version 9.4 (SAS Institute Inc., Cary, NC, USA). Data were analyzed using frequency test, t-test, ANOVA and multiple regression. Results: According to results of analysis, youth had differences in youth temporary workers, working conditions, classification of occupation, working period, and health conditions based on work-time conditions. Conclusions: Youth workers, policies on working hours will need to take steps toward reducing working hours and improve a health promoting hierarchy for work environment.

Effects of Nursing Workplace Spirituality on Job Satisfaction, Burnout and Turnover Intention among General Hospital Nurses (간호일터영성이 병원간호사의 직무만족, 소진 및 이직의도에 미치는 영향)

  • Jin, Ju Hyun;Ju, Hyeon Ok;Kim, Kyoung Soo;Park, Youn Mi
    • Journal of Korean Clinical Nursing Research
    • /
    • v.23 no.2
    • /
    • pp.142-150
    • /
    • 2017
  • Purpose: Nursing workplace spirituality (NWS) has received attention as a new and meaningful subject for nursing to consider, but little is known about the relation of NWS to nursing. The purpose of this study was to identify the effect of NWS on job satisfaction, burnout and turnover intention. Methods: Participants were 145 clinical nurses, who had worked for over 6 months in one of four general hospitals in B city. Data were collected using self-reported questionnaires and analyzed using descriptive statistics, independent t-test, ANOVA, Pearson coefficient and hierarchical multiple regression. Results: In the second hierarchy controlling general characteristics, significant predictors of job satisfaction were burnout and NWS, which explained 45.0% of the variance. NWS had more influence on job satisfaction than burn out, and the model was suitable. NWS showed no statistically significant effect on burnout and turnover intention, when general characteristics and job related factors were controlled. Conclusion: Findings indicate that nursing workplace spirituality has a positive influence on job satisfaction, but no direct influence on burnout or turnover intention, which may indicate an indirect influence. Nurse managers need to develop the NWS enhancement program and provide them to nurse to improve job satisfaction.

The Association of Family Support and Self-rated Health Status of Low-income Middle-aged Women (일개 시지역의 저소득층 중년여성의 지각된 건강상태와 가족 지지의 관련성)

  • Lee, Kyung-Woo;Park, Ki-Soo;Kang, Yune-Sik;Kim, Rock-Bum;Kim, Bo-Kyoung;Seo, Ae-Rim
    • Korean Journal of Health Education and Promotion
    • /
    • v.26 no.3
    • /
    • pp.15-23
    • /
    • 2009
  • Objectives: The purpose of this study was to investigate self-rated health status and its influencing factors among low-income middle-aged women. Methods: Data on 594 women between the ages of 40 and 59 were collected from November 2007 to January 2008. Structured questionnaires were used to collect data. The following instruments-self efficacy, family support, health promotion behavior- were used in the study after some adaption. Results: The score for the health promotion behavior was 2.94(exercixe), 3.78(nutrition), 3.35(stress), 3.06(Health examination). The score for the self-efficacy was 3.47 and family support was 3.75. In the relationship between demographic and self-rated health status, there were significant differences in job, education level, self efficacy, family support, health promotion behavior. In hierarchy multiple regression analysis, the variables affecting the self-rated health status were job, education, exercise, health examination, family support, self efficacy. Conclusion: Self-efficacy and family support need to be considered in planning health program to improve self-rated health status among middle-aged women.