• Title/Summary/Keyword: Public Data Analysis

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The Effect of Person-Job Fit on Job Performance : Mediating Effect of Work Engagement and Moderating Effect of Work Meaning (개인-직무 적합성과 직무성과의 관계에 대한 직무열의의 매개효과와 일의 의미의 조절된 매개효과 연구)

  • Shin, In-kyu;Jung, Sung-cheol
    • Journal of Venture Innovation
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    • v.3 no.2
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    • pp.77-93
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    • 2020
  • The purpose of this study is to investigate the effect of person-job fit on job performance. In the process, the moderating effect of the meaning of work and the mediating effect of work engagement was investigated. For this purpose, survey data were collected from 304 employees working at the company organization and analyzed using correlation and regression analysis. The summary of the study is as follows. First, there is a significant correlation between realistic person-job fit and perceived person-job fit. Second, perceived person-job fit is a significant predictor of job performance. Third, there is a mediating effect of work engagement in the relationship between person-job fit and job performance. Fourth, there is a moderating effect of the meaning of work in the relationship between person-job fit and work engagement. This study demonstrates the correlation of realistic and perceived person-job fit, which has not been studied in Korea before. It was found that person-job fit influences job performance through mediating emotional variables such as work engagement. From the point of view of organization managers, there is a need to provide a work environment that is appropriate for the characteristics of the employees and to manage how employees perceive person-job fit. In particular, it is necessary to support employees to recognize that their work promotes their growth and contributes to the public good. Finally, the limitations of the study and future research tasks were proposed.

The Effect of Hospital Service Quality on Emotional Attachment, Perceived Value, and Customer Satisfaction (병원서비스품질이 감정적 애착과 지각된 가치 및 고객만족도에 미치는 영향)

  • Sin, Kyung-sook;An, Un-seok
    • Journal of Venture Innovation
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    • v.4 no.3
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    • pp.49-67
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    • 2021
  • This study analyzed the effects of hospital service quality, emotional attachment, and perceived value on customer satisfaction. In particular, the purpose of this study was to understand the role of emotional attachment and perceived value in the relationship between hospital service quality and customer satisfaction. For this purpose, the results of structural equation model analysis with the data collected by conducting a survey on customers visiting small and medium-sized hospitals were as follows. First, hospital service quality felt by hospital customers had a significant effect on emotional attachment and customer satisfaction, but had no significant effect on perceived value. Second, the emotional attachment felt by customers who visited the hospital had a significant effect on perceived value and customer satisfaction. Third, emotional attachment felt by customers in the relationship between hospital service quality and customer satisfaction had a significant mediating effect. Through the above results, it was confirmed that the service quality felt by customers visiting the hospital leads to attachment to the doctor's competence and medical technology competency, which leads to an increase in customer satisfaction through this attachment. The implications obtained based on these results are as follows. In order for the service quality felt by the customers who visit the hospital to lead to customer satisfaction, above all, it is important to focus on the emotional attachment they can have and find a strategy to improve the service quality. In other words, it is necessary to establish excellent medical staff and medical technology so that hospital customers can have high confidence in the competence of doctors and medical technology, and establish a public relations strategy that can effectively display these competences. Through these efforts, hospital customers will feel a strong attachment to doctors and medical technology, which will increase their satisfaction with the hospital.

The Effect of Layout Framing on SNS Shopping Information: A-D Perspective (SNS 쇼핑정보의 레이아웃 프레이밍 연구: A-D 관점에서)

  • Yanjinlkham Khurelchuluun;Zainab Shabir;Dong-Seok Lee;Gwi-Gon Kim
    • Journal of Industrial Convergence
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    • v.21 no.11
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    • pp.1-12
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    • 2023
  • With the recent explosive popularity of SNS, it is increasingly important to utilize SNS marketing, and in this process, the importance of image and caption order in SNS layout is also growing. This research aims to analyze the impact of SNS layouts (Image First vs. Caption First) on the user's attitude toward SNS shopping. A survey was conducted targeting 350 general public and college(graduate) students living in Daegu City and Gyeongbuk Province. The data was analyzed using PROCESS, regression analysis, and t-test by SPSS 21.0 program. The result of this study, it was confirmed that the Image First was more accessible than the Caption First. The Caption First was confirmed to be more diagnostic than the Image First. Moreover, from three specific mediation paths, only two were confirmed, named is through diagnosticity and usefulness, and through accessibility, diagnosticity, and usefullness. The path through diagnosticity and usefulness were stronger than another. Additionally, the impact of accessibility on diagnosticity was found to be higher when involvement was high rather than when involvement was low.

Hospital Avoidance and Associated Factors During the COVID-19 Pandemic (COVID-19 대유행 동안의 병원 회피 현상 및 연관 요인)

  • Jong-Wook Jeon;Se Joo Kim;Su-Young Lee;Jhin Goo Chang;Chan-Hyung Kim
    • Anxiety and mood
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    • v.19 no.2
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    • pp.77-82
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    • 2023
  • Objective : During the coronavirus disease 2019 (COVID-19) pandemic, hospital avoidance had a significant impact on public health. We investigated the factors associated with hospital avoidance and explored practical strategies hospitals could employ to address this phenomenon. Methods : We conducted a patient experience survey in a general hospital in Korea during the COVID-19 pandemic. Between July 6, 2020, and July 20, 2020, a total of 842 patients who had previously visited hospitals before the COVID-19 outbreak participated. Self-reported hospital avoidance, factors associated with hospital avoidance, and satisfaction with the hospital's infection control policies were the main outcomes. Binary logistic regression analysis was used to identify associated factors. Results : Data indicated that 29.9% (n=252) of the respondents avoided visiting the hospital after the COVID-19 outbreak. Satisfaction with the hospital infection control policy (odds ratio [OR]=2.297, p<0.001), female sex (OR=1.619, p<0.05), and higher educational level (OR=1.884, p<0.001) were associated with hospital avoidance. The "entrance body temperature check" was the most satisfactory policy among the hospital's infection control policies. Conclusion : To manage hospital avoidance during an infectious disease crisis, targeted policies for at-risk groups and hospital policies to reassure and satisfy patients are needed.

Comparative Analysis of Self-supervised Deephashing Models for Efficient Image Retrieval System (효율적인 이미지 검색 시스템을 위한 자기 감독 딥해싱 모델의 비교 분석)

  • Kim Soo In;Jeon Young Jin;Lee Sang Bum;Kim Won Gyum
    • KIPS Transactions on Software and Data Engineering
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    • v.12 no.12
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    • pp.519-524
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    • 2023
  • In hashing-based image retrieval, the hash code of a manipulated image is different from the original image, making it difficult to search for the same image. This paper proposes and evaluates a self-supervised deephashing model that generates perceptual hash codes from feature information such as texture, shape, and color of images. The comparison models are autoencoder-based variational inference models, but the encoder is designed with a fully connected layer, convolutional neural network, and transformer modules. The proposed model is a variational inference model that includes a SimAM module of extracting geometric patterns and positional relationships within images. The SimAM module can learn latent vectors highlighting objects or local regions through an energy function using the activation values of neurons and surrounding neurons. The proposed method is a representation learning model that can generate low-dimensional latent vectors from high-dimensional input images, and the latent vectors are binarized into distinguishable hash code. From the experimental results on public datasets such as CIFAR-10, ImageNet, and NUS-WIDE, the proposed model is superior to the comparative model and analyzed to have equivalent performance to the supervised learning-based deephashing model. The proposed model can be used in application systems that require low-dimensional representation of images, such as image search or copyright image determination.

A Study on the Present Condition of Senior Sports and Activation Plan of Silver Taekwondo (노인체육의 현황과 실버태권도 활성화 방안 연구)

  • Jeong-Soo Oh
    • Journal of Industrial Convergence
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    • v.22 no.4
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    • pp.31-38
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    • 2024
  • The purpose of this study was to examine the current status of elderly sports both domestically and internationally, and to explore strategies for the activation of Silver Taekwondo as one of the sports disciplines for the elderly. To investigate the status of elderly sports globally, press releases and statistical data from various national public institutions and sports facilities (including the Ministry of Culture, Sports and Tourism, the Ministry of Health and Welfare, the Korean Statistical Information Service, e-National Indicators, and the Korea Sports Promotion Foundation) were collected. Comparative analysis with related papers, journals, and books led to the following findings for activating Silver Taekwondo. Firstly, elderly sports in South Korea are primarily conducted through welfare centers, with a preference for dance, yoga, and music, while martial arts, including Taekwondo, had a lower preference rate. To increase participation in Silver Taekwondo, a variety of marketing approaches, similar to those used internationally, such as experiential case studies in media, film production, distribution, and telephone promotions, are necessary. Secondly, the development of Silver Taekwondo programs tailored to the training targets and the cultivation of instructors capable of executing these programs are needed. The development of programs should involve collaboration with Taekwondo institutions, dojangs, universities, and lifelong education centers, requiring the participation of majoring students and elderly sports instructors.

Analysis of The Human Thermal Environment in Jeju's Public Parking Lots in Summer and Suggestion for Its Modification (제주시 공영 주차장 내 여름철 인간 열환경 분석 및 저감 방안 제안)

  • Choi, Yuri;Park, Sookuk
    • Journal of the Korean Institute of Landscape Architecture
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    • v.52 no.3
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    • pp.18-32
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    • 2024
  • This study aims to analyze the summer human thermal environment in Jeju City's outdoor parking lots by measuring microclimate data and comparing pavement and vegetation albedoes and elements through computer simulations. In measured cases, results due to albedo showed no significance, but there was a significant difference between sunny and shaded areas by trees. The sunny area had a PET (physiological equivalent temperature) in the 'very hot' level, while the shaded area exhibited a 2-step lower 'warm' level. UTCI (universal thermal climate index) also showed that the sunny area was in the 'very strong heat stress' level, whereas the shaded area was 1-step lower in the 'strong heat stress' level, confirming the role of trees in reducing incoming solar radiant energy. Simulation results, using the measured albedoes, closely resembled the measured results. Regarding vegetation, scenarios with a wide canopy, high leaf density, and narrow planting spacing were effective in mitigating the human thermal environment, and the differences due to tree height varied across scenarios. The scenario with the lowest PET value was H9W9L3D8 (tree height 9m, canopy width 9m, leaf area index 3.0, planting spacing 8m), indicating a 0.7-step decrease compared to the current landscaping scenario. Thus, it was confirmed that, among landscaping elements, trees have a significant impact on the summer human thermal environment compared to ground pavement.

Assessment of External Radiation Dose for Workers in Domestic Water Treatment Facility According to the Working Type (국내 수처리시설 종사자 작업유형에 따른 외부피폭방사선량 평가)

  • Seong Hun Jeon;Seong Yeon Lee;Hyeok Jae Kim;Min Seong Kim;Kwang Pyo Kim
    • Journal of Radiation Industry
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    • v.17 no.2
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    • pp.151-160
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    • 2023
  • The International Atomic Energy Agency (IAEA) proposes 11 industries that handle Naturally Occurring Radioactive Material (NORM) that are considered to need management. A water treatment facility is one of the above industries that takes in groundwater and produces drinking water through a water treatment process. Groundwater can accumulate natural radionuclides such as uranium and thorium in raw water by contacting rocks or soil containing natural radionuclides. Therefore, there is a possibility that workers in water treatment facilities will be exposed due to the accumulation of natural radionuclides in the water treatment process. The goal of this study is to evaluate the external radiation dose according to the working type of workers in water treatment facilities. In order to achieve the above goal, the study was conducted by dividing it into 1) analysis of the exposure environment, 2) measurement of the external radiation dose rate 3) evaluation of the external radiation dose. In the stage of analyzing the exposure environment, major processes that are expected to occur significantly were derived. In the measurement stage of the external radiation dose rate, a map of the external radiation dose rate was prepared by measuring the spatial radiation dose rate in major processes. Through this, detailed measurement points were selected considering the movement of workers. In the external radiation dose evaluation stage, the external radiation dose was evaluated based on the previously derived external radiation dose rate and working time. As a result of measuring the external radiation dose rate at the detailed points of water treatment facilities A to C, it was 1.90×10-1 to 3.75×100 μSv h-1, and the external radiation dose was analyzed as 3.27×10-3 to 9.85×10-2 mSv y-1. The maximum external radiation dose appeared during the disinfection and cleaning of activated carbon at facility B, and it is judged that natural radionuclides were concentrated in activated carbon. It was found that the external radiation dose of workers in the water treatment facility was less than 1mSv y-1, which is about 10% of the dose limit for the public. As a result of this study, it was found that the radiological effect of external radiation dose of domestic water treatment facility workers was insignificant. The results are expected to contribute as background data to present optimized safety management measures for domestic NORM industries in the future.

A Study on the Determinants of Turnover Intention among Academic Librarians (대학도서관 사서의 이직의도 결정요인에 대한 연구)

  • Sun-Ae Lee
    • Journal of the Korean Society for information Management
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    • v.41 no.3
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    • pp.461-485
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    • 2024
  • This study empirically analyzes the impact of role stress, user misconduct, and job satisfaction on turnover intention by categorizing turnover intention into workplace turnover intention and occupational turnover intention among academic librarians working at national, public, and private universities across South Korea. Data were collected through a survey conducted from September 13 to September 20, 2023, yielding 447 responses, which were subsequently analyzed using hierarchical regression analysis. The results revealed that role ambiguity and severe user misconduct (physical threats) positively influenced both workplace turnover intention and occupational turnover intention, while age negatively influenced both. The study found that librarians who experience unclear responsibilities and physical threats are more likely to have a strong intention to leave both their workplace and occupation. As differential factors, role overload and the location of the workplace in the metropolitan area were found to be significant. Role overload positively influenced only occupational turnover intention, while the metropolitan location negatively influenced only workplace turnover intention. These findings suggest that excessive workload increases doubt about the occupation itself, leading to consideration of occupational turnover and that librarians working outside the metropolitan area exhibit higher workplace turnover intention. Both intrinsic and extrinsic job satisfaction negatively influenced workplace and occupational turnover intention. These results indicate that differentiated strategies tailored to specific types of turnover intention are warranted to effectively manage turnover intention among academic librarians.

A study on ESG Management Guidelines for Small and Medium-sized Logistics Enterprises (중소·중견 물류기업 ESG 경영 이행 가이드라인에 관한 연구)

  • Maowei Chen;Hyangsook Lee;Kyongjun Yun
    • Journal of Korea Port Economic Association
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    • v.39 no.4
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    • pp.147-161
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    • 2023
  • As global challenges, particularly climate change, become more pressing, there is a growing global awareness of Environmental, Social, and Governance (ESG) management. Given the crucial role played by the logistics industry in the complex network of the global supply chain, various societal stakeholders are emphasizing the necessity for logistics entities to practice ESG management. Despite the comprehensive ESG guidelines established by Korea for all enterprises, a notable limitation arises from its inadequate consideration of the distinctive features inherent to logistics enterprises, especially those of a smaller and medium scale. Accordingly, this study conducts a thorough examination of existing ESG guidelines, sustainable management approaches in large-scale logistics enterprises, and prior research to identify potential ESG management diagnostic criteria relevant to small and medium-sized logistics enterprises, including aspects such as Public(P), Environmental(E), Social(S), and Governance(G). To streamline the diagnostic criteria, taking into account the unique characteristics of small and medium-sized logistics enterprises, this study conducts a survey involving 60 logistics company personnel and experts from academic and research domains. The collected data undergoes Principal Component Analysis (PCA), revealing that the four dimensions of information disclosure can be consolidated into a single dimension. Additionally, environmental criteria reduce from 16 to 3 items, societal considerations decrease from 22 to 7 items, and governance structures distill from 20 to 5 items. This empirical endeavor is deemed significant in presenting tailored ESG management diagnostic criteria aligned with the specificities of small and medium-sized logistics enterprises. The findings of this study are expected to serve as a foundational resource for the development of guidelines by relevant entities, promoting the wider adoption of ESG management practices in the sphere of small and medium-sized logistics enterprises in the near future. population coming from areas other than Gwangyang, where Gwangyang Port is located.