• Title/Summary/Keyword: Data-Oriented

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A View from the Bottom: Project-Oriented Risk Mining Approach for Overseas Construction Projects

  • Lee, JeeHee;Son, JeongWook;Yi, June-Seong
    • International conference on construction engineering and project management
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    • 2015.10a
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    • pp.97-100
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    • 2015
  • Analysis of construction tender documents in overseas projects is a very important issue from a risk management point of view. Unfortunately, majority of construction firms are biased by winning contracts without in-depth analysis of tender documents. As a result, many contractors have incurred loss in overseas projects. Although a lot of risk analysis techniques have been introduced, most of them focus project's external unexpected risks such as country conditions and owner's financial standing. However, because those external risks are difficult to control and take preemptive action, we need to concentrate on project inherent risks. Based on this premise, this paper proposes a project-oriented risk mining approach which could detect and extract project risk factors automatically before they are materialized and assess them. This study presents a methodology regarding how to extract potential risks which exist in owner's project requirements and project tender documents using state of the art data analysis method such as text mining, data mining, and information visualization. The project-oriented risk mining approach is expected to effectively reflect project characteristics to the project risk management and could provide construction firms with valuable business intelligence.

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The Effect of the Perception of Organizational Culture of Employees on Organizational Effectiveness in a Newly Established General Hospital (일개 신설종합병원 구성원의 조직문화인식이 조직유효성에 미치는 영향)

  • Shin, Eulsook;Park, Byeungtae;Jang, Sungjin;Yoon, Youngok;Jeun, Keumsook;Kim, Minhee
    • Korea Journal of Hospital Management
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    • v.25 no.2
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    • pp.25-44
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    • 2020
  • Purposes: This study was to analyze the effects of organizational culture attributes on organizational effectiveness in newly established general hospital. Method: For this purpose, this study sampled 981 hospital employees working for E hospital opened on Apr. 1, 2019 in Seoul. A total of 981 questionnaires were distributed to them, and 888 ones responded to the survey, which had been conducted from Oct. 17, through Oct. 25, 2019. 793 responses were used for the final analysis. The data collected were processed using the SPSS 19.0K for descriptive statistics, T-test, ANOVA, Pearson's correlation coefficient and regression analysis. Findings: First, The type of organizational culture perceived most by hospital employees was 'hierarchy-oriented' (3.53) followed by 'relation-oriented'(3.33), 'task-oriented'(3.23), 'innovation-oriented'(3.19) and job satisfaction scored 3.13, organizational commitment scored 3.28 on their order. Second, 'Relation-oriented', 'task-oriented' and 'innovation-oriented' was positively correlated with job satisfaction and organizational commitment. hierarchy-oriented' was negatively correlated with job satisfaction and organizational commitment. Third, Factors that significantly influencing on organizational effectiveness in a newly established general hospital were as follows. Factors influencing job satisfaction included 'innovation-oriented', 'relation-oriented' and factors influencing organizational commitment included 'relation-oriented', 'innovation-oriented' and age. Practical Implications: In order to increase the organizational effectiveness of the E-General Hospital, it is necessary to gradually move from a hierarchica l-oriented culture to an innovation-oriented and relationship-oriented culture. Since age also affects organizational commitment, it is necessary to promote stability and growth by promoting the mentor-menti system for new members with a low level of experience and experience.

An Analysis on Nursing Activity in Oriental Hospital (한방근무 간호사의 업무분석)

  • Kang, Hyun Sook;Cho, Kyoul Ja;Kim, Kwang Joo;Kim, Kwuy Bun;Cho, Mi Young;Suh, Yeon Ok;Shin, Hye Sook;Jeon, Eun Young;Chung, Sook Ja;Lee, Hei Jin
    • The Korean Nurse
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    • v.33 no.5
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    • pp.63-75
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    • 1995
  • The need of oriental nursing role is recently increasing. The implication of this trend is enormous not only for the need of independent of independent oriental nursing intervention. Hence, this study was designed to describe the characteristics of oriental nursing activity and identify the meaning of nursing activity in oriental hospital. A total of 24 nurses were selected by convenience sampling from eight units at one oriental hospital. A total of 168 data were collected using minute-by-minute recording during nurse s work shift. The data were analyzed using nova and scheffe method as post-hoc test The results of this study are as follows; 1. the category of nursing activity in oriental hospital 74.4% of nursing activity was the patient-oriented nursing care. The nursing activity included others (18.28%), the function-oriented nursing care (7.07%), and staff-oriented care (0.2%). 29.1 % of the patient-oriented nursing care was the direct care, and 24. 5 % of the patient-oriented nursing care was the indirect care. There was a lack of patient education and the communication patient. 2. Nursing activity in oriental hospital by characteristics 1) Nursing activity by unit For patient-oriented nursing care, there was a statistically significant difference among 8 units. In the critical care unit, the patient-oriented nursing care was mostly performed. For function-oriented nursing care, there was statistically significant difference among 8 units. In the physical therapy unit, the function-oriented nursing care was mostly performed. 2) Nursing activity in oriental hospital For all kinds of nursing activity, there was a statistically significant difference between shifts. In night shift patient-oriented nursing care, function-oriented nursing care, and other kinds of nursing care was mostly performed. Patient-oriented nursing care included indirect care, treatment set management, and the breaktime. In day shift, staff-oriented nursing care was performed. 3) Nursing activity in oriental hospital For all kinds of nursing activity, there was not a statistically significant difference by day. The day has not impact on nursing activity. 3. the meaning of activity in oriental hospital The results of this study show that the patient-oriented care was vital check, input! output check, medication, bedsore prevention, nasogastric feeding, oral care, catheterization care, perinatal care, nursing care associated with acupuncture and moxacautery, observation (fever, sweating), heat and cold application communication with patent and family, and patient room management In conclusion, two issues associated with the findings of the research appeated to be involved in the difficulty of nursing activity in hospital. The first issue was the nursing care in oriental hospital provided by nurses who have a limited understading of the principles of oriental medicine. The second issue was the deficiency of systematic guideling for oriental nursing activity. The findings suggest the need to develop the systematic guideline for oriental nursing activity. The need of continuing education for nurses who work in the oriental hospital, and the need of nursing education including oriental nursing are critical.

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A Mediating Effect of Peer Relations on the Association between Parental Achievement-Oriented Expectation and Depression among High School Students (부모의 성취지향적 기대와 고등학생의 우울 간 관계에서 교우 관계의 매개효과)

  • Shin, Youngmi;Chin, Meejung
    • Human Ecology Research
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    • v.58 no.2
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    • pp.229-238
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    • 2020
  • This study examined the effect of parental achievement-oriented expectation on high school students' depression and verified the mediating effect of peer relations on relations. Data were derived from the 7th wave (2016) of Korean Children and Youth Panel Survey (KCYPS), and 1,979 high school students were included. Descriptive statistics analysis, correlation analysis, multiple regression analysis, and a Sobel test were conducted using STATA. The main results were as follows. First, male adolescents perceived higher parental achievement-oriented expectation, lower peer relations, but lower depression than female adolescents. Second, parental achievement-oriented expectation was negatively related to adolescent peer relations but positively related to adolescent depression. This implies that adolescents whose parents have a higher level of achievement-oriented expectation have lower level of peer relations and higher level of depression. Third, adolescents' peer relations significantly mediated the relation between parental achievement-oriented expectation and high school students' depression. The result of Sobel test supported the significance of the mediating effect. The results highlighted a negative impact of parental achievement-oriented expectation on adolescents' mental health, and addressed how parental achievement-oriented expectation affects adolescents' depression by showing an important mechanism of peer relations, which was missed in previous research.

Effects of the Organizational Culture on the Job Satisfaction and Organization Commitment (간호사가 지각하는 간호조직문화유형이 직무만족, 조직몰입에 미치는 영향)

  • Lee, Eun-Joo;Kim, Mi-Ye;Han, Ji-Young
    • Journal of Korean Academy of Nursing Administration
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    • v.14 no.1
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    • pp.5-12
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    • 2008
  • Purpose: This study aimed to examine the impact of Organizational Culture on job satisfaction and organizational commitment in nursing organization. Methods: The sample consisted of 264 nurses of 2 tertiary medical institutions. The instruments used in this study were the nursing organizational culture questionnaire (Han, 2001), job satisfaction scale (Paula, 1978), and Organizational Commitment scale (Mowday et al., 1979). The data were analyzed by descriptive statistics, one-way ANOVA, t-test, Pearson Correlation. Coefficient, and multiple regression using the SPSS Win 14.0 program. Results: The dominant organizational culture of nursing organization was rank-oriented culture. The mean score of job satisfaction and organizational commitment was 3.28 and 3.40 respectively. Organizational commitment and Job satisfaction were positively correlated with affiliative-oriented culture, innovative-oriented culture, and task-oriented culture. Affiliative-oriented and task-oriented culture were major variables influencing on job satisfaction and affiliative-oriented culture was a major variable influencing organizational commitment. Conclusion: Organizational culture, especially affiliative-oriented culture had a significant influence on nurses' job satisfaction and organizational commitment. Therefore, we have to develop strategies to enhancing the affiliative-oriented culture to improve the job satisfaction and organizational commitment of nurses.

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Influence of Nursing Organizational Culture on Empowerment as Perceived by New Nurses (신규간호사가 지각한 간호조직문화가 임파워먼트에 미치는 영향)

  • Seo, Yang-Yoeb;Ju, Hyeon-Ok
    • Journal of Korean Academy of Nursing Administration
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    • v.17 no.1
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    • pp.88-95
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    • 2011
  • Purpose: This study was done to identify the effect of nursing organizational culture on empowerment as perceived by new clinical nurses. Method: For the objective a sample of 175 new nurses from secondary/tertiary hospitals having not less than 250 beds located in B city was selected to complete a questionnaire. The collected data were analyzed using descriptive statistics, t-test, One-way ANOVA, Scheffe's test, Pearson correlation coefficients and simultaneous multiple regression with the SPSS 14.0 software program. Results: As for nursing organizational culture as perceived by the respondent, relation-oriented culture had the highest average score ($3.60{\pm}.63$) out of a possible 5 points followed by hierarch-oriented culture, innovation-oriented culture and task-oriented culture with $3.45{\pm}.30$, $3.19{\pm}.53$ and $3.05{\pm}.46$, respectively. The respondents' level of perceived empowerment was $3.06{\pm}.41$. The factors influencing empowerment according to nursing organizational culture were innovation-oriented and relation-oriented culture in that order. These 2 variables were statistically significant predictors and explained 48.6% of the variance in empowerment. Conclusions: The results of this study indicate that emphasis should be given to nursing organizational culture strengthened by innovationoriented and relation-oriented culture, rather than task-oriented and hierarch-oriented culture, in order to foster harmonious empowerment among nurses at all levels.

A Study on Intention to live in Cohousing According to Housing Value (주거가치에 따른 코하우징 거주의사에 관한 연구)

  • Cho, Jeong-Hyun;Hong, Seo-Jung;Kwak, Yu-Mi;Kwak, In-Sook;Choi, Jung-Shin
    • Journal of the Korean housing association
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    • v.18 no.5
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    • pp.103-111
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    • 2007
  • This is a basic study to investigate possibility to application of cohousing model into Korea. Purpose of this study is to grasp respondents' housing value, and its influence on intention to live in cohousing. Research method used for this study was a social survey. Respondents were 214 married people residing in Seoul and its outskirts by accidential sampling. The collected data were analyzed by SPSS 12.0 program using frequency, mean, average, factor analysis, t-test, one-way ANOVA, Duncan's multiple range test, multiple regression and legit analysis. Result of this study was as follows. Housing values were classified into three categories named as individualism oriented housing value, tradition oriented housing value, and economy oriented housing value. Housing values were different by respondents groups. For example, individualism oriented housing value showed difference according to age and housing area. Tradition oriented housing value showed difference according to sex, occupation, and period of residence, while economy oriented housing value showed difference according to housing type, and home ownership. In detail, men than women, single-income family than double-income family, and detached house resident than flat resident had higher tradition oriented housing value. The younger than the elder, and Seoul resident than outskirts resident had higher economy oriented housing value. Also home owner than tenant, and the higher tradition oriented group had stronger intention to live in cohousing than others.

Behavior on Clothes Care of Female Consumers by Lifestyle Groups (성인여성의 라이프스타일에 따른 의복의 세탁관리행동)

  • 배정숙;조은영;박은희
    • Journal of the Korean Home Economics Association
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    • v.39 no.6
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    • pp.1-14
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    • 2001
  • The purpose of this research is to observe the differences in consumers behavior on clothes care based on their different lifestyles and different demographic characteristics. The research surveyed 267 women of 20 years old or older living in Taegu City. SPSS package was used for data analysis and frequency, percentage, average, standard deviation, factor analysis, cluster analysis, ANOVA(analysis of valiance). and Duncan test were used The results are as follows: 1. Lifestyle factors for the research object were found as 'Consumption-oriented','family-oriented', 'Economic-oriented','Leisure-oriented','conservatism-oriented'. The categories for analysis according to these factors are classified into 5 categories, category 1 is Leisure/Family-oriented group, category 2 Consumption/Leisure avoidance-oriented group, category 3 Economy/Family Apathy-oriented group, category 4 Conservatism-oriented group, and category 5 Consumption/Innovation group. Five factors for behavior on clothes care are found, including washing method, interest in detergent, environmental behavior, washing effectiveness, and management after washing 2. Behavior on clothes care based on lifestyle groups showed a meaningful difference according to the following: Interest in detergent(p<.05 level), environmental behavior(p<.01 level), and washing effectiveness(p< .01 level) 3. In demographic variations (such as age, monthly income, monthly expenditure on clothes), there is a meaningful difference in behavior on clothes care, such as interest in detergent or management after washing, according to different age groups. However, no meaningful difference is found in behavior on clothes care according to other demographic characteristics.

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Results-oriented Culture, Performance Information Use and the Performance of Public Organizations: Evidence from Vietnam

  • CHAU, Thao Hong Phuong;LE, Truc Dinh;PHAM, Quynh Xuan
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.8
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    • pp.541-552
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    • 2021
  • The purpose of this research is to investigate the mediating role of performance information use in the relationship between result-oriented culture and organizational performance. The data were collected from chief accountants and managers working in public-sector organizations in Vietnam. The analysis was based on the 197 completed questionnaires by using Partial Least Squares Structural Equation Modeling (PLS-SEM). For the test research model and hypotheses, the supporting tool is SmartPLS 3 software. Research findings show that result-oriented culture is positively associated with organizational performance, and that performance information use is a mediating mechanism that explains how a result-oriented culture leads to higher performance in public organizations. The findings of this study suggest that the results-oriented culture, not only directly improves organizational performance, but also indirectly does so by the use of performance information. This study provides evidence for theoretical understanding of the impact of result-oriented culture on the performance of public-sector organizations through performance information use, and suggests practical implications for public organizations in applying result-oriented culture to foster using performance measurement and improve organizational performance. In order to achieve good performance, public-sector organizations need to create and spread result-oriented culture and enhance the use of performance information for decision-making.

A Research on how to turn Object oriented Database of civil materials to practical use (객체지향 Data Base를 이용한 토목자재 정보의 이용방안 연구)

  • Kwon, Oh-Yong;Han, Chung-Han;Kim, Do-Keun;Jo, Chan-Won
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2008.11a
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    • pp.708-711
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    • 2008
  • This study is intended to build research for ways to utilize material information in the design and working business for public works. The contents and results of this study can be classified into object-oriented DB application to bridge construction and object-oriented DB utilization of civil material information. First, application of object-oriented DB to bridge construction 1) constructs the work unit of classified work table as an object(Each object constructs material information on the statement of quantity calculation as data), 2) constructs object-oriented DB for superstructure and substructure of PSC Beam bridge, 3) leads to the research for ways to utilize materials by developing 3D bridge prototype with REVIT structure. Secondly, ways to utilize object-oriented DB for civil material information identified the possibility for utilizing it in making 2D drawings for design work, preparing materials list, analyzing structure for working businesses, selecting and purchasing materials, managing process and maintaining. It is suggested that the results of this study should be applied to all bridge constructions through test-bed and additional studies so as to secure the credibility of the results of this study.

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