• Title/Summary/Keyword: data retention

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The Impact of Job Characteristics and Value Congruence on Employee Retention: An Empirical Study from Lebanon

  • AL SHAHER, Shaher;ZREIK, Mohamad
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.3
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    • pp.171-180
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    • 2022
  • Employee retention is becoming a crucial idea for businesses that aim to improve their performance, resulting in an increasing emphasis on the topic in today's society. Employee retention refers to an organization's ability to retain its employees. The retention of workers may be viewed as a technique used by companies to retain their personnel since it is linked to employer efforts to maintain their staff. Online surveys were initially done between April and July 2021. Furthermore, the study's primary focus was employees of small and medium enterprises. To collect data, the questionnaires were distributed through Google forms. The survey used a snowballing technique because the questionnaires were circulated among the participants. Based on the results, the research found that Perceived Organizational Support (POS) and Perceived Organizational Justice (POJ) mediate the relationship of Value Congruence (VC) and Job Characteristics (JS) and employee retention in the Lebanese Retail Sector. Employees appreciate POS because it satisfies their desires for acceptance, esteem, and connection and offers comfort during times of stress. Employers must give priority to equal effort to ensure equitable treatment for workers at work. By integrating justice and equality in all departments, the performance of workers may be enhanced.

The Effect of the Types of Learning Material and Epistemological Beliefs in an Ill-structured Problem Solving

  • OH, Suna;KIM, Yeonsoon;KANG, Sungkwan
    • Educational Technology International
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    • v.16 no.2
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    • pp.183-200
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    • 2015
  • This study investigated the effect of learning achievements and cognitive load according to different types of presenting learning materials and epistemological beliefs (EB). Learning achievements in this study were composed by retention and transfer of ill-structured problem. A total of 80 college students participated in the study. Prior to the learning, students were guided to fill out a questionnaire regarding epistemological beliefs and a prior knowledge test. The students of each group studied with a different type of reading material: full text (FT), full text including key questions (KeyFT) and full text including a concept map (CmFT). After a session of study was finished, they were asked to complete the posttest: retention and transfer. The results showed that there was a significant difference in transfer achievements. CmFT outperformed higher scores than the other types. There was no significant difference in retention among the groups. It is strongly believed that the types of presenting learning materials may have affected the understanding of ill-structured problem solving skills. Students with sophisticated EB showed higher achievements on retention and transfer than naive-EB and mixed-EB. Even though the data showed decrease of the cognitive load on the type of materials and EB, there were no significant differences on the cognitive load. We should consider a positive effect of types of presenting learning materials and EB enhancing capabilities of solving ill-structured problems in real life.

The Factors Affecting advanced Beginner-Stage Nurse's Intention of Retention (상급초보 간호사의 재직의도 영향요인)

  • Kim, Yang-Sin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.4
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    • pp.221-228
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    • 2018
  • The purpose of this study was to identify advanced beginner-stage nurse's intention of retention. Data were collected from May 1 to June 30 of 2017 using a structured questionnaire. Participants consisted of 150 nurses with 13 to 36 month clinical careers at a hospital located in D, C and K city, Korea. Data were analyzed by descriptive statistics, t-test, ANOVA, Scheffe's test, Pearson's correlation coefficients and multiple regression, using IBM SPSS WIN 20.0. The average score was 3.34 (${\pm}0.53$) for ego resilience, 2.28 (${\pm}0.44$) for sense of calling, 3.88 (${\pm}0.58$) for teamwork, 3.36 (${\pm}0.42$) for organizational culture, and 5.27 (${\pm}1.38$) for retention intention. Retention intention was positively correlated with ego resilience (r=0.211, p<0.05), sense of calling (r=0.338, p<0.001), teamwork (r=0.284, p<0.001) and organizational culture (r=0.215, p<0.01). Regression analysis revealed that sense of calling and teamwork explained 11.4% (${\beta}=0.284$, p<0.001) and 4.2% (${\beta}=0.212$ p<0.001) of the retention intention of advanced beginner-stage nurses, respectively, and these variables together explained 15.6% of the retention intention of advanced beginner-stage nurses. The results of this study will improve retention intention of advanced beginner-stage nurses and facilitate development a management program and execution strategy that helps improve sense of calling and teamwork, especially that of friendly social orientation and mutual cooperation.

A Study on the Factor of Retention Intention on Nurses in Small and Medium-sized Hospitals (중소병원 간호사의 재직의도 영향요인 연구)

  • Kim, Mi-Hye;Park, Jeong-Min
    • Journal of Korea Entertainment Industry Association
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    • v.14 no.2
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    • pp.195-203
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    • 2020
  • Purpose: This study was a descriptive study to investigate on the effect of calling, self-efficacy, workplace bullying on retention intention among nurses in small and medium-sized hospitals. Methods: The research subjects were 224 nurses selected through convenient sampling from among those who have worked six months or longer in seven small and medium-sized hospitals located in G City. The data were collected using a structured questionnaire from July 17 to 30, 2018. The data was analyzed by descriptive statics, a t-test, ANOVA, Scheffé test, Pearson's correlation coefficient, and a stepwise multiple regression using SPSS/WIN 22.0 program. As a measuring tool, Calling was the Calling & Vocational Questionnaire (CVQ) developed by Dik, Eldrige and Steger (2008). Self-efficacy was developed by Sherer et al. (1982) and modified by Jeong Ae-soon (2007). Workplace bullying was developed by Einarsen, Raknes and Matthiesen (1994) in the Norwegian Negative Behavioral Experience Questionnaire (NAQ), and by Nam Woong et al. (2010). The retention intention was to use NRI (Nurses' Retention Index) developed by Cowin (2002) as a tool for Kim Min-jung (2006). Results: Factors affecting nurses' retention were analyzed. The analysis showed that retention intention was positively affected by self-efficacy (β=.24, p<.001), sense of calling (β=.23, p<.001) and annual wage (β=.21, p=.001) and negatively affected by workplace bullying (β=-.16, p=.008) on a statistically significant level, with an explanatory power of 28.6%.

SPATIAL AND TEMPORAL INFLUENCES ON SOIL MOISTURE ESTIMATION

  • Kim, Gwang-seob
    • Water Engineering Research
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    • v.3 no.1
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    • pp.31-44
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    • 2002
  • The effect of diurnal cycle, intermittent visit of observation satellite, sensor installation, partial coverage of remote sensing, heterogeneity of soil properties and precipitation to the soil moisture estimation error were analyzed to present the global sampling strategy of soil moisture. Three models, the theoretical soil moisture model, WGR model proposed Waymire of at. (1984) to generate rainfall, and Turning Band Method to generate two dimensional soil porosity, active soil depth and loss coefficient field were used to construct sufficient two-dimensional soil moisture data based on different scenarios. The sampling error is dominated by sampling interval and design scheme. The effect of heterogeneity of soil properties and rainfall to sampling error is smaller than that of temporal gap and spatial gap. Selecting a small sampling interval can dramatically reduce the sampling error generated by other factors such as heterogeneity of rainfall, soil properties, topography, and climatic conditions. If the annual mean of coverage portion is about 90%, the effect of partial coverage to sampling error can be disregarded. The water retention capacity of fields is very important in the sampling error. The smaller the water retention capacity of the field (small soil porosity and thin active soil depth), the greater the sampling error. These results indicate that the sampling error is very sensitive to water retention capacity. Block random installation gets more accurate data than random installation of soil moisture gages. The Walnut Gulch soil moisture data show that the diurnal variation of soil moisture causes sampling error between 1 and 4 % in daily estimation.

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The Drivers of Customer Defection in Online Games across Customer Types : Evidence from Novice and Experienced Customers (온라인 게임의 고객 유형 별 이탈 요인 : 신규 고객과 기존 고객을 중심으로)

  • Son, Jungmin;Jo, Wooyong;Choi, Jeonghye
    • Journal of the Korean Operations Research and Management Science Society
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    • v.39 no.4
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    • pp.115-136
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    • 2014
  • The game industry has grown steadily and the online game has become one of the most attractive game segments for its remarkable growth. Customer management in the online game industry, however, has received little attention from the academic field. The purpose of this study is to analyze the drivers of customer defection in the online game setting and suggest not only theoretical but also managerial insights into increasing customer retention rates. Prior to empirical analysis, the authors hypothesized that 3 variables of interests (Learning, Playing, Achievement) would explain the customer defection according to preceeding researches. To demonstrate these hypotheses, the authors obtained data from one of the biggest game publishers in Korea, and the empirical analysis model was developed considering context of research settings. The results of analyses provide the following insights. First, the key behavioral variables of Learning, Playing, and Achievement play substantial roles in explaining the customer defection. Next, the effects of these variables vary between customer types: novice and experienced customers. The defection decisions by novice customers are predicted by all key behavioral variables and Playing serves as the most influential indicator of the defection decisions. However, experienced customers are influenced by Playing and Achievement, while Learning has no impact on the defection decisions. Finally, the authors investigated hypothetical customer retention strategies, using the empirical results. The market outcomes indicate that the customer retention strategies work well with novice customers and it is hard-to-impossible to prevent experienced customers from defection using their behavioral data. These findings together deliver several meaningful insights to management as follow. First, the management should support customers to get involved in Learning activities at the very first stage. Second, customer's Achievement and appropriate compensation for it would work as defection barriers. Last, to optimize the outcomes of firm's marketing investments, it is better to focus on retention of novice users not experienced ones.

The Convergence Relationship on Emotion, Emotional Labor, Happiness Index, and Retention Intention in Dental Hygienists (치과위생사의 정서, 감정노동, 행복지수와 재직의도와의 융합적 관계)

  • Won, Young-Soon;Park, A-Reum
    • Journal of Convergence for Information Technology
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    • v.9 no.7
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    • pp.135-144
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    • 2019
  • This study was conducted in order to be applied to basic data for enhancing dental hygienists' retention intention. Data analysis was carried out a univariate analysis and a hierarchical regression analysis over 3 stages by using SPSS version 19.0. The dental hygienists' retention intention showed a high outcome in case of the married(p<.001), in the more positive emotion(p<.001), in the lower frequency of emotional expression(p=.010), in the higher happiness index with life satisfaction(p<.001) and in the higher psychological happiness index(p=.012). The dental hygienists' emotion, emotional labor and happiness index need to be recognized as important relevant factors for increasing retention intention.

An Interpretation of Soil Water Retention Curves of Weathered Soils Using Micro-Membrane (마이크로 멤브레인을 이용한 풍화토의 함수특성곡선 분석)

  • Oh, Seboong;Kim, Seongjin
    • Journal of the Korean Geotechnical Society
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    • v.37 no.1
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    • pp.17-27
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    • 2021
  • It takes a long period to conduct the test on soil water retention curve (SWRC) in unsaturated soils. To improve such a problem, the high air entry disk has been replaced by micro-membrane. After the soil water retention test, the results by the micro-membrane were compared with those by the ceramic disk. Multiple samples in 5 regions were used to validate that SWRCs by micro-membrane are equivalent to those by ceramic disk. Therefore, a quick procedure based on micro-membrane has been developed, which makes it available to acquire much soil water retention data. The data of SWRCs were obtained for total 29 samples using ceramic disk or micro-membrane. For Korean weathered soils, the unsaturated hydraulic characteristics are sorted by three groups. Based on van Genuchten model, the group is divided by the parameter n, and the value of n could be correlated to the void ratio as each function.

The Effect of Work Value, Psychological Ownership and Nursing Working Environment on Intention of Retention in Hospital Nurses (간호사의 일 가치감, 심리적 주인의식 및 간호근무환경이 재직의도에 미치는 영향)

  • Kim, Ji Hey;Cho, Yoon Ju;Jang, So Eun
    • Journal of Korean Critical Care Nursing
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    • v.16 no.3
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    • pp.62-72
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    • 2023
  • Purpose : This study aims to assess the extent of work value, psychological ownership, the nursing work environment, and retention intention, examine the correlation between these variables, and identify the factors that influence retention intention. The goal is to provide foundational data to enhance retention intention. Method : The study involved 159 nurses employed at a tertiary general hospital and a general hospital. Data were gathered through structured questionnaires and analyzed using an independent t-test, one-way ANOVA, Scheffé test, Pearson correlation coefficient, and multiple regression analysis with a simultaneous stepwise method, all conducted using the SPSS 26.0 software. Results : The intention to remain in the profession was found to have a positive correlation with work value (r = .45, p < .001), psychological ownership (r = .37, p < .001), and the nursing work environment (r = .27, p = .001). Significant factors influencing the intention to stay included total clinical career (𝛽 = .17, p = .016), work value (𝛽 = .38, p < .001), and psychological ownership (𝛽 = .19, p = .020). These variables accounted for 24.1% of the variance in the intention to remain in the profession (F = 17.71, p < .001). Conclusion: To enhance the intention of hospital staff to remain in their positions, it is crucial to identify and bolster positive psychological competencies, such as a sense of work value and psychological ownership.

Convergence Study on Mediating Effect of Clinical Competence on the Relationship between Grit and Retention Intention among New Graduate Nurses (신규간호사의 그릿과 재직의도의 관계에서 임상수행능력의 매개효과에 대한 융복합적 연구)

  • Ko, Jin-Hee;Gu, Mee-Ock
    • Journal of the Korea Convergence Society
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    • v.11 no.4
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    • pp.369-380
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    • 2020
  • This study was conducted to examinate the mediating effect of clinical competence on the relationship between grit and retention intention among new graduate nurses. Participants were 232 nurses working at hospitals with over 300 beds in Korea. Data were analyzed using descriptive statistics, t-test, one-way ANOVA, Pearson's correlation coefficients, and multiple regression following the Baron and Kenny method and Sobel test for mediation. As a result, There were significant relationships between grit and clinical competence(r=.38, p=.011), grit and retention intention(r=.32, p=.016), and clinical competence and retention intention(r=.33, p<.001). Clinical competence showed partial mediating effect in the relationship between grit and retention intention(z=3.14, p<.001). The results of this study suggest that interventions enhancing grit would be useful to improve retention intention of new graduate nurses.