• Title/Summary/Keyword: 잠재적 요인

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Latent Class Analysis for Mode Choice Behavior (잠재계층분석에 따른 수단선택모형비교분석)

  • Bae, Yun-Gyeong;Jeong, Jin-Hyeok;Kim, Hyeong-Jin
    • Journal of Korean Society of Transportation
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    • v.28 no.3
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    • pp.99-107
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    • 2010
  • Analyzing mode choice among transportation demand estimate procedures is complicated and understanding characteristics of travelers is also difficult. Generally, it is well known that traveler choose mode considering psychometric factors and characteristic besides socio-demographic indicators. Accordingly, many researches has investigated on methodology that can be applied in mode choice to reflect psychometric factor or specific preference. Latent Class Analysis among various studies is recognized as the theoretically potential approach. This study focuses on class segmented using latent class cluster to analyze impact that included psychometric factors and characteristics on mode choice. It also provides evidence that mode choice model for each class and mode choice model not considering latent class are different. This study based on citizen's stated preference and revealed preference on a new transit on the Han river shows that latent class cluster analysis is the potential approach considering latent preference.

A Study on the Influence of Positive Psychological Capital on the Quality of Decision-Making through Absorption Capacity of Re-founders (재창업자의 긍정심리자본이 흡수역량을 통해 의사결정의 질에 미치는 영향에 대한 연구)

  • Jun, Jung-gu;Seo, Young-Wook
    • Asia-Pacific Journal of Business Venturing and Entrepreneurship
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    • v.15 no.6
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    • pp.155-166
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    • 2020
  • The purpose of this study is to explore the impact of self-efficacy, hope, and resilience, which are factors of the positive psychology capital of the re-startup CEO, on the quality of decision-making through the absorption capacity, and the effect of the re-startup's absorption capacity. In particular, this study was started from the question of how positive psychological capital would affect to the re-startup CEO. The survey was conducted from re-founders who received funding from Korea SMEs & Startups Agency. And 144 sample data were analyzed by using SPSS 24.0 for descriptive statistics and by using Smart PLS 3.0. for SEM. The factors of Positive Psychological Capital were extracted to three factors: self-efficacy, hope, and resilience. As a result, it is shown that self-efficacy had a positive effect on potential absorption capacity, and hope had no effect on potential absorption capacity, and positive effects on realized absorption capacity. Resilience has been shown to have a positive effect on potential absorption and realized absorption capacity. It has been shown that potential absorption and realized absorption have a positive effect on the quality of decision making. This study is intended to provide theoretical and practical implications.

An Exploratory Study of Psychological and Biosocial Variables Based in the Latent Profile Analysis of Temperament and Character among College Student (대학생의 기질 및 성격 잠재 프로파일에 따른 심리 및 생물사회적 변인의 탐색적 연구)

  • Jeong, Su Dong;Lee, Soo Jin
    • The Journal of the Korea Contents Association
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    • v.22 no.3
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    • pp.165-178
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    • 2022
  • In this study, to explore the psychological and biosocial characteristics of the temperament and character's latent profile group, first, the latent group was identified with the seven variables of the Temperament and Character Inventory(TCI), and second, the difference between the psychological and biosocial characteristics of three identified latent groups. A total of 287 university students participated, and the latent groups was identified through latent profile analysis, a human-centeted statistical method, using Cloninger's TCI, Cognitive Emotion Regulation Questionnaire(CERQ), Positive Affect and Negative Affect Schedule(PANAS), Composite Scale of Moriningness(CSM), Pittsburgh Sleep Qulity Index(PSQI), and Satisfaction With Life Scale(SWLS). As result, first, three latent groups were identified through latent profile analysis using the seven variables of TCI. second, significant differences were identified in CERQ, PANAS, which are psychological variables, CSM, PSQI, and SWLS, which are biosocial variables among the latent groups. In conclusion, the importance of Self-Directedness(SD), a character factor that can be developed rather than Harm-Avoidance(HA), a temperament factor from nature, was confirmed. And the necessity of follow-up studies on psychological and biosocial variables for adaptive and mature personality was discussed.

The literature review of global innovation capability (글로벌혁신역량에 관한 이론적 고찰)

  • Yang, dong-woo;Jeon, woo-jeong
    • Proceedings of the Korea Contents Association Conference
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    • 2011.05a
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    • pp.119-120
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    • 2011
  • 본 연구는 중소기업의 글로벌 혁신역량에 관련 선행연구를 조사분석한 연구이다. 국내외 중소기업의 글로벌혁신역량에 관한 선행연구를 광범위하게 조사한 후 중소기업의 글로벌 혁신역량에 영향을 미치는 대표적인 잠재변수를 선정한다. 각 잠재변수별로 유의적으로 판명된 지표를 분석하여 기업내부역량 중 글로벌혁신역량에 중요한 요인인 CEO역량, 기술역량, 마케팅역량, 생산역량, 인적자원역량, 재무역량, 네트워크역량으로 재분류한다. 향후 잠재변수사이의 상관관계를 분석하여 상호교호작용효과를 배제한 잠재변수별 순효과(net effect)를 분석하고자 한다.

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Sexual Trauma Survivors and Their Mental Health: Assessing Based on Types of the Traumatic Event (성적 트라우마 경험자의 정신건강: 트라우마 사건유형에 따른 비교 분석)

  • Soyoung Choi;Hyeyun Kim;Sumi Chae
    • Health Policy and Management
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    • v.34 no.2
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    • pp.129-140
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    • 2024
  • Background: The mental health issues caused by trauma can manifest differently depending on the characteristics of the traumatic event. Particularly, individuals who have experienced sexual trauma are known to have more negative mental health outcomes compared to those who have experienced non-sexual trauma. The mental health issues of individuals who have experienced sexual trauma are severe, and new forms of threats, such as digital sexual crimes, are emerging. This study aimed to investigate whether the type of traumatic event, particularly focusing on sexual trauma events, contributes to differences in mental health outcomes and to identify factors influencing suicidal ideation and potential post-traumatic stress disorder (PTSD) risk. Methods: Based on an online survey conducted nationwide among adults aged 20 to 50, participants were categorized based on the type of trauma they experienced (sexual trauma events and non-sexual trauma events). The study conducted propensity score matching (PSM) using demographic factors (sex, age group, subjective economic status, and marital status) and resilience protective factors (cognition of recoverability, social support, and protection experiences in childhood) as control variables, excluding the experience of sexual trauma events, to investigate their potential impact on mental health (suicidal ideation and potential PTSD risk). Subsequently, binary logistic regression analysis was conducted to identify factors influencing mental health. Results: Even after PSM, individuals who experienced sexual trauma exhibited more negative outcomes in terms of suicidal ideation and potential PTSD risk compared to those who experienced non-sexual trauma. The results of binary logistic regression analysis showed that sexual trauma survivors were 1.9 times more likely to have suicidal thoughts (odds ratio [OR], 1.911) and 2.5 times more likely to have a potential PTSD risk (OR, 2.472). Furthermore, as resilience protective factors became more negative, the likelihood of suicidal ideation and potential PTSD risk increased. Conclusion: This study emphasizes the importance of understanding and supporting individuals who have experienced sexual trauma, highlighting the necessity for strategies aimed at mitigating suicidal ideation and potential PTSD risk among sexual trauma survivors, while also facilitating recovery through the promotion of resilience protective factors.

기술도입대가(技術導入代價)의 결정요인(決定要因)

  • Lee, Won-Yeong;Kim, Jae-Hyeong
    • KDI Journal of Economic Policy
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    • v.9 no.1
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    • pp.83-91
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    • 1987
  • 기술(技術)의 도입자(導入者)는 그 대가(代價)로서 기술공여자측(技術供與者側)의 직접비용(直接費用)뿐만 아니라 시장진출(市場進出) 기회(機會)의 상실을 보상하여 주는 간접비용(間接費用) 및 기술시장(技術市場)의 불완전(不完全)함에 따른 독점적(獨占的) 이윤(利潤)까지 지불(支拂)하여야 한다. 본고(本稿)에서는 기술도입대가(技術導入代價)에서 직접비용(直接費用), 간접비용(間接費用) 및 독점적(獨占的) 이윤(利潤)이 차지하는 비중(比重)을 기술도입업체(技術導入業體)에 대한 설문조사(設問調査)를 통하여 밝히고, 독점적(獨占的) 이윤(利潤)의 결정요인(決定要因)을 분석(分析)하였다. 실증분석(實證分析) 결과(結果)에 의하면, 첫째, 독점적(獨占的) 이윤(利潤)의 비중(比重)은 기술(技術)의 성격(性格)에 따라 큰 차이를 보이고 있기는 하나 평균적(平均的)으로 전체(全體) 기술대가(技術代價)에서 약 70% 이상(以上)을 차지하고 있고, 둘째 독점적(獨占的) 이윤(利潤)의 비중(比重)의 결정요인(決定要因)은 기술(技術)이 개발(開發)된 시점(時點)에서 이전(移轉)될 때까지의 시차(時差), 세계적(世界的)으로 동일기술(同一技術)의 잠재적(潛在的) 공여가능기업(供與可能企業)의 수(數) 및 기술(技術)이 일본(日本)으로부터 도입(導入)되었는지의 여부(與否)를 포함(包含)한다. 즉, 기술(技術)이 개발(開發)된 후 도입시기(導入時期)까지의 기간이 길수록, 기술(技術)의 잠재적(潛在的) 공여가능기업(供與可能企業)의 수(數)가 많을수록 독점적(獨占的) 이윤(利潤)의 비중(比重)은 낮아지며, 일본(日本)의 기술공여자(技術供與者)는 다른 나라의 공여자(供與者)에 비하여 보다 높은 독점적(獨占的) 이윤(利潤)을 대가(代價)에 포함시킨다.

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유로커런시시장과 외환시장에서의 초과수익률의 모형화

  • Kim, Eung-Gyu
    • The Korean Journal of Financial Studies
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    • v.6 no.1
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    • pp.223-247
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    • 2000
  • 본 연구에서는 유로커런시와 외환시장의 초과수익률을 설명하는 여러 가지 모형을 검증하였다. 비록 Campbell-Clarida(1987)와 Lewis(1990,1991)는 이 시장에서 3개월물의 초과수익률에 대한 단일잠재변수모형을 기각할 수 없었지만 본 연구에서는 이 모형이 여러 포트폴리오에 대하여 기각되고 있음을 보여준다. 그러나 이 모형의 검증은 결합가정을 필요로 하기 때문에 모형의 기각원인을 찾는다는 것은 어려운 일이다. 기각의 가능성으로 세계 경제에 하나 이상의 위험요인이 존재할 수 있다는 것이 될 수도 있고 불안정한 상수가 원인일 수가 있다. 상수의 안정성검증에서 1979년 12월을 전후한 기간에 상수가 변하지 않는다는 귀무가설이 모든 포트폴리오에서 기각되었다. 따라서 양기간에 단일잠재변수모형과 두잠재변수모형을 검증하였다. 모든 포트폴리오에 대하여 1979년 12월 이전에는 단일변수모형이 기각되지 않았지만, 1979년 이후에는 체계적으로 기각되었다. 한편 두잠재변수모형은 양기간 모두에서 기각되지 않았다 따라서 위험요인에 변화를 주는 연방준비은행의 운영절차의 변화가 단일변수모형의 기각의 원인일 수 있다고 유추할 수 있다. 마지막으로 시간 가변적인 베타가 단일변수모형의 기각의 원인이 될 수 있는지를 검증하기 위하여 Harvey(1989,1991)에 의해서 개발된 모형을 적용해 보았지만 모형이 기각되었다. 따라서 유로커런시와 외화자산의 3개월물의 초과수익률에 두 잠재변수모형이 자료를 비교적 잘 설명한다고 볼 수 있다. 그러나 잠재변수모형의 검증은 자산가격결정의 일반균형이론의 검증도 아니고 검증력도 강하지 않기 때문에, 위험프리미엄을 설명해주는 단순한 실증분석으로 보아야 한다.

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A Study on the Potential Risk Analysis for the Safety Management in the Formwork (거푸집공사 안전관리를 위한 잠재적 위험 분석에 관한 연구)

  • Shin, Yoon-Seok
    • Journal of the Korea Institute of Building Construction
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    • v.21 no.2
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    • pp.121-128
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    • 2021
  • Due to the increase of size and complexity of construction project, the frequency of serious accidents in construction industry has been increased. Especially, the proportion of accidents in formwork of building construction site is very high, and many previous studies have been conducted to preventing them in the viewpoint of the diverse approaches. However, their effectiveness on accidents prevention was poor, and as a result, it is limited to consider the potential risks because many workers and managers tend not to be concerned with unsafe factors in formwork. Therefore, in this study, a realistic and proactive way for analyzing these potential risks was proposed in the manner of quantitatively assessing the potentials resulted from the unsafe factors in formwork. To verify the applicability of the proposed methodology, group survey was carried out, and the results were compared with those of the traditional importance-performance analysis(hereafter IPA) technique. Through the use of the proposed methodology, unsafe factors that were not found in the IPA but have potential risk were identified. Eventually, this study is expected to contribute to the proactive prevention of construction serious disaster accidents in formwork by enabling a more efficient management.

Distribution of potential risky species on phytoplankton at ports in Korea (항만 환경에서 식물플랑크톤 잠재적 위해종의 분포)

  • Kwon, Oh Youn;Kang, Jung-Hoon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.1
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    • pp.506-510
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    • 2013
  • This study aimed to understand relationship between potential risky species and environmental factors at ports in Korea. During the study periods, 25 potential risky species (red tide and toxic species) representing 20 red-tide species, 5 toxic species were observed in the all ports. Skeletonema costatum (red-tide species) was predominated in all study area. This species showed positive correlation with pH, while negative correlation with dissolved oxygen (p<0.05) at Busan port. Also, this species showed positive correlation with total suspended solids and pH (p<0.05) at Ulsan port. However, Sk. costatum showed positive correlation with nitrate at Incheon port (p<0.01). Pseudo-nitzschia spp. producing amnesic shellfish poison (domoic acid) showed positive correlation with nitrate and silicate in all study areas (p<0.05). Alexandrium spp. (paralytic shellfish poison) and Dinophysis acuminata (diarrhetic shellfish poison) were affected by chemical oxygen demand (p<0.01). Our results indicated that red-tide species were affected by physical factors, while chemical factors affected toxic species.

A Comparison between Factor Structure and Semantic Representation of Personality Test Items Using Latent Semantic Analysis (잠재의미분석을 활용한 성격검사문항의 의미표상과 요인구조의 비교)

  • Park, Sungjoon;Park, Heeyoung;Kim, Cheongtag
    • Korean Journal of Cognitive Science
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    • v.30 no.3
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    • pp.133-156
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    • 2019
  • To investigate how personality test items are understood by participants, their semantic representations were explored by Latent Semantic Analysis, In this thesis, Semantic Similarity Matrix was proposed, which contains cosine similarity of semantic representations between test items and personality traits. The matrix was compared to traditional factor loading matrix. In preliminary study, semantic space was constructed from the passages describing the five traits, collected from 154 undergraduate participants. In study 1, positive correlation was observed between the factor loading matrix of Korean shorten BFI and its semantic similarity matrix. In study 2, short personality test was constructed from semantic similarity matrix, and observed that its factor loading matrix was positively correlated with the semantic similarity matrix as well. In conclusion, the results implies that the factor structure of personality test can be inferred from semantic similarity between the items and factors.