• Title/Summary/Keyword: Biases

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A study of current management status and ways to improve the efficiency of Family-centered case management services: Focused on the Healthy family support centers and Multi-cultural family support centers in Seoul (가족사례관리사업 운영 현황 및 효율성 제고 방안에 관한 연구 : 서울지역 건강가정·다문화가족지원센터를 중심으로)

  • Park, Jeongyun;Park, Yeonsuk;Jun, Mikyung
    • Journal of Family Resource Management and Policy Review
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    • v.23 no.1
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    • pp.35-60
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    • 2019
  • The main purpose of this study are to investigate the current situation of family-centered case management practices by case managers working in the healthy family support centers and multi-cultural family support centers, in order to propose a practical direction for improving the efficiency of family-centered case management services. Research participants included 24 case manager working in the healthy family support centers and multi-cultural family support centers in Seoul, who have performed case management services for families for one to 7 years. The Date was collected through focus group interview(FGI) and demographic characteristics research. The results of this study are as follows: first, in the area of cognition about family-centered case management conceptualization, confused and ambiguous. Seconds, in the area of practicing as a case manager, there were limitations and biases in community resources contact and multiple intervention and limited sharing information between organizations. Third, family-centered case manager's have periodically been requested to provide diverse training and education for performance of challenging case managers roles. The Standardized manual and burnout precautions should also be prepared.

Parkinson's Disease as Risk Factor in Osteoporosis and Osteoporotic Vertebral Fracture : Prevalence Study Using National Inpatient Sample Database in Korea

  • Lee, Jin Yong;Lim, Nam Gu;Chung, Chun Kee;Lee, Jee-Young;Kim, Hyun Joo;Park, Sung Bae
    • Journal of Korean Neurosurgical Society
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    • v.62 no.1
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    • pp.71-82
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    • 2019
  • Objective : To determine the prevalence of osteoporosis (OP) and osteoporotic vertebral fracture (OVF) in people with Parkinson's disease (PD) in Korea and its association with socioeconomic status. Methods : Using Health Insurance Review and Assessment Service-National Inpatient Sample (HIRA-NIS) data from 2009 to 2013, we estimated the annual prevalence of PD, OP, and OVF and investigated its association with socioeconomic status using data from National Health Insurance (NHI) beneficiaries and Medical Aid (MA) recipients. This study was supported by research funding from Korean Society for Bone and Mineral Research 2015. There were no study-specific biases related to conflicts of interest. Results : The number of PD patients in the HIRA-NIS increased each year from 2009 to 2013. Among patients with PD, the standardized prevalence rates of OP and OVF increased from 2009 to 2013; from 23.2 to 27.8 and from 2.8 to 4.2, respectively. Among patients with PD with OP, the prevalence of OVF were 12.2% and 15.1% in 2009 and 2013, respectively. The standardized prevalence rates of PD with OP and PD with OVF were significantly higher in MA recipients than in NHI beneficiaries. Conclusion : The prevalence of PD both with OP and with OVF increased and the prevalence was higher in MA recipients than in NHI beneficiaries. These findings may suggest that age over 65 years, female and low income may be a significant factor related to PD occurring with OP and OVF.

Attractiveness Valuation of Phenomenal Architectural Aesthetic by Mixing the Fuzzy Logic with Contingent Valuation - Availing the Use Fares of Facility within Nodle Islet Cultural Center as Valuation Scale - (퍼지논리와 가상가치법 혼합을 통한 현상적 건축미의 매력가치 - 노들섬 문화센터 시설이용료를 가치 척도로 -)

  • Lee, Dong-Joo;Ko, Eun-Hyung
    • Journal of the Architectural Institute of Korea Planning & Design
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    • v.34 no.5
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    • pp.3-10
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    • 2018
  • The purpose of this study is to estimate the attractiveness value according to the preference level on architectural aesthetic. This research starts from the concept that aesthetic is phenomenon and from the viewpoint of 'attraction value' which affects goods. Interactive internet surveys were conducted for 500 citizens of Seoul metropolitan city who are potential users of the Nodle Islet Cultural Center. Based on the scenarios and questionnaires with fuzzy models, we have examined the evaluation of architectural aesthetic and monetary willing-to-payment, and estimated the economic value by preference level of architectural aesthetic through linear regression analysis. The main results of the study are as follows: First, the economic value of the Nodle Islet Cultural Center was estimated at ?15,683.43/person. Residents of Seoul metropolitan city were willing to accept the increase in the above-mentioned amount of the facility fares when their preferred works (average 86.81 points) were constructed. (P <0/05) Second, it is confirmed that the economic value increases dramatically as the preference level of architectural aesthetic increases. Third, it is presumed that the infinite valuation of architectural aesthetic and the problem of free riding coexist in the estimation of economic valuation of architectural aesthetic for public buildings. Fourth, by mixing the fuzzy logic with contingent valuation method, starting point bias and no response biases that happened in contingent valuation could be disappeared. bias elimination must be considered seriously because another bias could be happened in full process of the research. The results of this study will serve as a basis for spreading architectural aesthetic value-oriented research from the vague and obscure aesthetic-centered discussion on the existing architectural aesthetic. In addition, it will be an opportunity to draw institutional application and utilization strategy of architectural aesthetic through architectural aesthetic value research.

Evaluation of Heat Waves Predictability of Korean Integrated Model (한국형수치예보모델 KIM의 폭염 예측 성능 검증)

  • Jung, Jiyoung;Lee, Eun-Hee;Park, Hye-Jin
    • Atmosphere
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    • v.32 no.4
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    • pp.277-295
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    • 2022
  • The global weather prediction model, Korean Integrated Model (KIM), has been in operation since April 2020 by the Korea Meteorological Administration. This study assessed the performance of heat waves (HWs) in Korea in 2020. Case experiments during 2018-2020 were conducted to support the reliability of assessment, and the factors which affect predictability of the HWs were analyzed. Simulated expansion and retreat of the Tibetan High and North Pacific High during the 2020 HW had a good agreement with the analysis. However, the model showed significant cold biases in the maximum surface temperature. It was found that the temperature bias was highly related to underestimation of downward shortwave radiation at surface, which was linked to cloudiness. KIM tended to overestimate nighttime clouds that delayed the dissipation of cloud in the morning, which affected the shortage of downward solar radiation. The vertical profiles of temperature and moisture showed that cold bias and trapped moisture in the lower atmosphere produce favorable conditions for cloud formation over the Yellow Sea, which affected overestimation of cloud in downwind land. Sensitivity test was performed to reduce model bias, which was done by modulating moisture mixing parameter in the boundary layer scheme. Results indicated that the daytime temperature errors were reduced by increase in surface solar irradiance with enhanced cloud dissipation. This study suggested that not only the synoptic features but also the accuracy of low-level temperature and moisture condition played an important role in predicting the maximum temperature during the HWs in medium-range forecasts.

Shawn Wong's American Knees: Deconstruction of Male-Centeredness and Its Possibility (숀 옹의 『미국인의 무릎』 : 남성 중심주의 해체와 그 가능성)

  • Kim, Min Hoe
    • English & American cultural studies
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    • v.14 no.2
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    • pp.23-48
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    • 2014
  • Considered as the first generation of the Chinese American male writers, Shawn Wong has often been tagged with the male-centered or cultural nationalistic writer for his first short novel Homebase since the 1970s. He has, however, shifted his own gender and cultural attitudes toward his male character in his second novel American Knees, published in 1995. By focusing on his second novel, this paper examines how Wong critically reconsiders the male-centeredness and cultural nationalism in a way to invalidate them in relationships among male and female characters in the formation of the Chinese American male's identity. Attempting to establish his own national and cultural identity as an American citizenship and the self-awareness of masculinity as a man, Rainsford Chan in Homebase believed that he could achieve his identity and masculinity with the chronological experiences related to his ancestors in American society. He even strictly erased the presence of female in his own identity formation. In doing so, he seemed to anchor his authorship at the discourse of the male-centeredness and cultural nationalist like other contemporary writers such as Frank Chin and Jeffrey Paul Chan who always strongly marked cultural tradition. By creating a non-conventional male character Raymond Ding with compromising and open-eared attitudes toward female characters, however, Wong dramatically changes the idea of representing the relationships between male and female characters in American Knees. In this novel, he suggests that the male character' identity can be properly formed not in the extreme reinforcement of masculinity or the ethnic-based cultural awareness but with the mutual understanding between male and female individuals regardless of ethnic and nationalistic biases. Consequently, Wong attempts to bail out of the male-centered images of the first generation of the Chinese American male writers through Raymond Ding.

Comparison of Morphological Analysis and DNA Metabarcoding of Crustacean Mesozooplankton in the Yellow Sea (황해 갑각 중형동물플랑크톤의 형태 분석과 DNA 메타바코딩 비교)

  • Kim, Garam;Kang, Hyung-Ku;Kim, Choong-Gon;Choi, Jae Ho;Kim, Sung
    • Ocean and Polar Research
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    • v.43 no.1
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    • pp.45-51
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    • 2021
  • Studies on marine zooplankton diversity and ecology are important for understanding marine ecosystem, as well as environmental conservation and fisheries management. DNA metabarcoding is known as a useful tool to reveal and understand diversity among animals, but a comparative evaluation with classical microscopy is still required in order to properly use it for marine zooplankton research. This study compared crustacean mesozooplankton taxa revealed by morphological analysis and metabarcoding of the cytochrome oxidase I (COI). A total of 17 crustacean species were identified by morphological analysis, and 18 species by metabarcoding. Copepods made up the highest proportion of taxa, accounting for more than 50% of the total number of species delineated by both methods. Cladocerans were not found by morphological analysis, whereas amphipods and mysids were not detected by metabarcoding. Unlike morphological analysis, metabarcoding was able to identify decapods down to the species level. There were some discrepancies in copepod species, which could be due to a lack of genetic database, or biases during DNA extraction, amplification, pooling and bioinformatics. Morphological analysis will be useful for ecological studies as it can classify and quantify the life history stages of marine zooplankton that metabarcoding cannot detect. Metabarcoding can be a powerful tool for determining marine zooplankton diversity, if its methods or database are further supplemented.

Effectiveness of Exercise after Lung Cancer Surgery: A Systematic Review in PubMed Database (폐암 수술 후 운동의 효과: PubMed 내 연구에 대한 체계적 문헌고찰)

  • Jerng, Ui Min
    • Journal of Korean Medicine Rehabilitation
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    • v.31 no.1
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    • pp.149-163
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    • 2021
  • Objectives This study is to review the effectiveness of exercise after lung cancer surgery. Methods Relevant randomized controlled trials (RCTs) were searched in PubMed database. The systematic review was conducted through flow diagram. The risk of biases were assessed through the Cochrane guideline. Characteristics and outcomes were extracted from each study. Meta-analyses of forced expiratory volume in one second (FEV1), 6-minute walk test (6MWT), quality of life (QoL), pulmonary complications were conducted. Results 14 RCTs were selected. In meta-analysis, exercise improved FEV1 (mean difference [MD] 0.14; 95% confidence interval [CI] 0.04 to 0.25; p=0.009; I2=55%) and mean change of FEV1 (MD 0.11; 95% CI 0.02 to 0.20; p=0.02; I2=0%). Exercise increased the distance of 6MWT, but there was considerable heterogeneity (MD 45; 95% CI 21.16 to 68.83; p=0.0002, I2=89%). There was no differences in QoL scores by 2 questionnaires (European Organisation for Research and Treatment of Cancer quality of life questionnaire, short form-36). Exercise reduced the duration of hospital stay (MD -3.32; 95% CI -5.27 to -1.36; I2=0%; 2 studies) but not duration of chest tube intubation (MD -1.37; 95% CI -2.81 to 0.06; I2=0%) and incidence of pulmonary complications (pooled risk ratio 0.54; 95% CI 0.23 to 1.30; I2=0%). Conclusions Exercise might reduce the duration of hospital stay after lung surgery. There was not enough evidence to prove improvement of lung function, aerobic capacity, muscle strength, QoL, and decline of pulmonary complications. Low-quality risk of bias, different units or estimation of outcome, different exercise type and duration, heterogeneity among studies make the evidence of effectiveness weak. Future researches are required to redeem these defects.

A meta-study on the analysis of the limitations of modern artificial intelligence technology and humanities insight for the realization of a super-intelligent cooperative society of human and artificial intelligence (인간 및 인공지능의 초지능 협력사회 실현을 위한 현대 인공지능 기술의 한계점 분석과 인문사회학적 통찰력에 대한 메타 연구)

  • Hwang, Su-Rim;Oh, Hayoung
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.25 no.8
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    • pp.1013-1018
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    • 2021
  • Due to the recent accident caused by the automated vehicle, discussions on the ethical aspects of AI have been actively underway. This paper confirms that AI is inevitably connected to ethical components through the concepts and techniques related to robots-AI, and argues that ethical aspects are built-in, not post facto. Furthermore, this devises a solution to the trolley dilemma that can serve as a clue to ethical problems associated with automated vehicles. Preferentially, that process contains writing Bayesian networks. Next, only important and influential data are left after the pre-processing stage, and crowd-sourcing & extrapolation is used to calculate the exact figures of the networks. Through this process, this argues that humans' subjects are certainly included in implementing algorithms and models and discusses the necessity and direction of engineering liberal arts, especially education of ethics that distinguished from major education to prevent distortions and biases abouts AI systems.

Fault Classification of a Blade Pitch System in a Floating Wind Turbine Based on a Recurrent Neural Network

  • Cho, Seongpil;Park, Jongseo;Choi, Minjoo
    • Journal of Ocean Engineering and Technology
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    • v.35 no.4
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    • pp.287-295
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    • 2021
  • This paper describes a recurrent neural network (RNN) for the fault classification of a blade pitch system of a spar-type floating wind turbine. An artificial neural network (ANN) can effectively recognize multiple faults of a system and build a training model with training data for decision-making. The ANN comprises an encoder and a decoder. The encoder uses a gated recurrent unit, which is a recurrent neural network, for dimensionality reduction of the input data. The decoder uses a multilayer perceptron (MLP) for diagnosis decision-making. To create data, we use a wind turbine simulator that enables fully coupled nonlinear time-domain numerical simulations of offshore wind turbines considering six fault types including biases and fixed outputs in pitch sensors and excessive friction, slit lock, incorrect voltage, and short circuits in actuators. The input data are time-series data collected by two sensors and two control inputs under the condition that of one fault of the six types occurs. A gated recurrent unit (GRU) that is one of the RNNs classifies the suggested faults of the blade pitch system. The performance of fault classification based on the gate recurrent unit is evaluated by a test procedure, and the results indicate that the proposed scheme works effectively. The proposed ANN shows a 1.4% improvement in its performance compared to an MLP-based approach.

Assessment on the East Asian Summer Monsoon Simulation by Improved Global Coupled (GC) Model (Global Coupled (GC) 모델 개선에 따른 동아시아 여름 몬순 모의성능 평가)

  • Kim, Ji-Yeong;Hyun, Yu-Kyung;Lee, Johan;Shin, Beom-Cheol
    • Atmosphere
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    • v.31 no.5
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    • pp.563-576
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    • 2021
  • The performance of East Asian summer monsoon is assessed for GC2 and GC3.1, which are climate change models of the current and next climate prediction system in the Korea Meteorological Administration (KMA), GloSea5 and GloSea6. The most pronounced characteristics of GC models are strong monsoon trough and the weakening of the Western North Pacific Subtropical High (WNPSH). These are related to the weakening of the southwesterly wind and resulting weak monsoon band toward the Korean Peninsula. The GC3.1 is known to have improved the model configuration version compared to GC2, such as cloud physics and ocean parameters. We can confirm that the overall improvements of GC3.1 against GC2, especially in pressure, 850 hPa wind fields, and vertical wind shear. Also, the precipitation band stagnant in the south of 30°N in late spring is improved, therefore the biases of rainy onset and withdrawal on the Korean Peninsula are reduced by 2~4 pentad. We also investigate the impact of initialization in comparison with GloSea5 hindcast. Compared with GCs, hindcast results show better simulation within 1 month lead time, especially in pressure and 850 hPa wind fields, which can be expected to the improvement of WNPSH. Therefore, it is expected that the simulation performance of WNPSH will be improved in the result of applying the initialization of GloSea6.