• Title/Summary/Keyword: Impacting factor

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Intelligent Evaluation Algorithm for Identifying Hazards in Public Restrooms Using Virtual Reality and Sensor Data (가상현실과 센서데이터를 활용하는 공중화장실 위험요소 지능형 평가 알고리즘)

  • Shin-Sook Yoon;Jeong-Hwa Song
    • The Journal of the Korea institute of electronic communication sciences
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    • v.19 no.2
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    • pp.473-482
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    • 2024
  • This study utilized virtual reality to construct a simulated public restroom environment to identify potential hazards. The objective was to discern actual risks in real-world public restrooms through this virtual setup. During the virtual restroom experience, data from the built-in 3-axis accelerometer and gyroscope sensors of testor's smart phones were collected. Analysis of this data helped in identifying spatio temporal factors impacting the users. The determination of these factors as risk elements was based on an evaluation algorithm grounded in data analysis.

Validation of Factors Influencing Intentions for Altcoin Investment: Focused on UTAUT Model (알트코인 투자 수용의도에 대한 영향요인 검증: UTAUT 모델을 중심으로)

  • Kim, Jae Min;Lee Won Boo
    • Journal of Korean Society for Quality Management
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    • v.52 no.1
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    • pp.115-133
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    • 2024
  • Purpose: The purpose of research is to explore the factors influencing the intention to adopt altcoin investments, based on the Unified Theory of Acceptance and Use of Technology. Through this, it seeks to elucidate the key factors impacting altcoin investment adoption, and provide a comprehensive understanding of the crypto-currency market and investor behavior. Methods: This study analyzed factors affecting altcoin investment intentions using frequency and descriptive analyses, and verified socio-demographic differences with t-tests and ANOVA. Exploratory factor and correlation analyses were conducted for research tool validity and relationship assessment among variables. Hypotheses were tested through regression analysis, integrating control, independent, and moderating variables, along with interaction terms, to establish the model and examine moderating effects. Results: As a result, it is revealed that higher age and experience in crypto-currency investment are associated with intention to invest. Among the independent variables, performance expectancy, social influence, facilitating conditions, and personal innovativeness have positive effects to investment intention to invest, while effort expectancy had a negative effect. The moderating variable, perceived risk, also negatively affected the intention to invest. Notably, significant moderating effects of perceived risk were observed in the relationships between investment intention and both performance expectancy and personal innovativeness. Conclusion: This study provides empirical verification into consumers' intentions to invest in altcoins, offering insights into investors' behavior and decision-making processes based on a practical understanding of altcoin investment acceptance.

Affecting Factors on Intention to Stay of Nurses Working at a University Hospital (일 대학병원 간호사의 잔류의도 영향요인)

  • Cho, Eun Jung;Kim, Sang He
    • Journal of Korean Clinical Nursing Research
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    • v.27 no.3
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    • pp.245-256
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    • 2021
  • Purpose: The purpose of this study was to explore professional self-concept, work environment, resilience and intention to stay for nurses in university hospitals, and to identify the relationship between these variables and factors that influence intention to stay. We aimed to provide basic data to develop measures for increasing intention to stay. Methods: This study used a descriptive design, the subjects were nurses who worked for more than 1 year at a university hospital with 744 beds, located in city C. Data were collected using a structured questionnaire from 120 nurses. The data collection period were from September 15 to 30, 2020. The data were analysed using the SPSS/WIN 25.0 program. Results: There was a positive correlation between the subject's intention to stay and the professional self-concept (r=.57, p<.001), the nursing working environment (r=.29, p=.002), and resilience (r=.50, p<.001). Significant factors influencing the subject's intention to stay was the sense of satisfaction (β=.40, p<.001), a sub-factor of professional self-concept, indicating the higher the satisfaction level, the higher the intention to stay. The regression model explained 45.0% of the variance of the outcome variable (F=9.64, p<.001). Conclusion: Sense of satisfaction was identified as a factor impacting the intention to stay. Therefore, it is necessary to develop and to apply intervention programs to improve the satisfaction of the professional self-concept in order to increase the nurses' intention to stay.

Effect of Characterisitcs of Service Quality on Continuance Usage Intention of Digital Healthcare Service Using Mediating Factors of User Expectation and User Utility (디지털헬스케어서비스에서 서비스품질 속성이 지속사용의도에 미치는 효과연구: 사용자기대와 사용자효용 매개요인을 중심으로)

  • Jeon, Eun-Seon;Kim, Chul Soo
    • The Journal of Society for e-Business Studies
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    • v.26 no.2
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    • pp.1-17
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    • 2021
  • This paper elucidates the effect of characteristics of service quality on continuance usage intention of digital healthcare service using mediating factors of user expectation and user utility. First, we classified independent factors into three types such as service system characteristics, user characteristics, and healthcare service characteristics from the previous studies, and investigated the effect of three independent factors on continuance usage intention of digital healthcare service. Second, we analyzed the impact of two mediating factors, user expectation and user utility, on the continuance usage intention. We developed a research model that includes three types of independent factors, mediated factors of user expectation and user utility, and a dependent factor of continuance usage intention. We surveyed a total of 357 samples from digital healthcare service users and analyzed the research model. The research results significantly show that Characteristics of Users is essential factor impacting a dependent factor of Continuance Usage Intention. The results indicate the followings: (1) Characteristics of Users including the variables of Innovation impacts User Expectation, and User Expectation affects Users Utility, and Users Utility also affects Continuance Usage Intention. (2) Characteristics of Service Systems including the variables of Functionality, Compatibility, and Convenience and Characteristics of users of Innovation variable impact the mediating factor of User Expectation, and User Expectation also affects the factor of Continuance Usage Intention. (3) Characteristics of Healthcare Services including the variables of Reliability, Ease of Operation, Safety, and Accuracy impact User Utility, and User Utility also affects Continuance Usage Intention.

Analysis of Factors Affecting Radiation Knowledge among Aircrew (항공 승무원의 방사선 지식에 영향을 미치는 요인 분석)

  • Shin, Hyeongho;Park, Sangshin
    • Journal of Environmental Health Sciences
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    • v.46 no.1
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    • pp.96-102
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    • 2020
  • Objectives: This study identified factors impacting radiation knowledge among aircrew, who are affected by cosmic radiation exposure due to their occupational environment. Methods: In September 2019 we conducted an online survey of aircrew through a Google link. We evaluated the level of radiation knowledge using a ten-item (10 points) questionnaire. The following exploratory variables were evaluated in relationship with the level of radiation knowledge using univariable linear regression models: sex, age, duration of employment, position level, company, marriage, education level, personal/family history of disease, and the number of times acquiring information on radiation through various channels (internet searching, watching television, reading newspaper, conversation about radiation with aircrew/non-aircrew, in-house training). With a p of 0.2 in univariable models, we built a multivariable linear regression model using a stepwise selection method. Results: The average radiation knowledge score of the 356 respondents was 7.22. Univariable linear regression analysis showed that radiation knowledge of the aircrew was associated with their company, position level, age, and number of conversations with other aircrew members. Our multivariable model showed that the radiation knowledge level of aircrew decreased as they had more conversations about radiation with other aircrew members and as their age increased. Conclusions: Korean air crew showed a lower level of radiation knowledge as their age and the number of conversations with colleagues increased. The study suggests that more education is needed in order for aircrew to gain accurate radiation knowledge.

An Analysis on the Factors Affecting the Citation in Korean Material Science Articles (한국 재료공학 논문의 피인용 영향요인에 관한 연구)

  • Shin, Eun-Ja
    • Journal of the Korean Society for information Management
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    • v.30 no.1
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    • pp.131-150
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    • 2013
  • This study pointed the factors affecting the number of articles and citations in material science which is the most active publishing disciplinary in South Korea. This was conducted by gathering the information on SCIE which had been published by 449 Korean professors in material science from 2006 to 2010. One of the results was that the professors who had published more papers received more citations than those who did not, reconfirming former studies abroad. It was observed that the factors majors impacting on the number of papers may be their academic positions, educational backgrounds (particularly undergraduates), and places of work. The number of citations was affected by the authors' undergraduate and their locations of the work. This study suggested a need for more supports on basic researches by universities and funding bodies and an amendment of performance measures to include the number of citations.

Analysis of R&D Time Lag in impacting Firm Value: GMM- PVAR Study (GMM Panel VAR를 이용하여 R&D가 기업 가치에 영향을 미치기까지의 시간 측정 연구)

  • Yang, Insun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.7
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    • pp.63-76
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    • 2016
  • Most previous studies found a positive relationship between the value of a firm and its R&D investments. This research measures the impact of the timescale of the R&D investment of a firm on its value using panel vector autoregression. By measuring the time required for R&D to impact the value of a firm, this study demonstrates that the lead time is an essential factor in the analysis of the effect of R&D investment on a firm's value. Our study finds that the length of the lead time varies according to the firm's size, industry concentration, and book to market ratio. Firms with a higher industry concentration show a shorter lead time. Also, firms with a larger size and higher book to market ratio generally show a shorter lead time.

Impact of Competition on Physician Behavior Clinics - Focused on Acute Otitis Media in Children - (의원급 의료기관 간 경쟁이 진료행태에 미치는 영향 - 유·소아 급성중이염 중심 융합연구 -)

  • Lee, Chae-Kyung;Suh, Won-Sik
    • Journal of the Korea Convergence Society
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    • v.9 no.1
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    • pp.151-159
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    • 2018
  • This study analyzes the impact of competitions clinics on the total treatment cost and anti-biotics prescription rate. The result of implementing the basic statistics, correlations, and regression analysis by facilitating the evaluation data by Health Insurance Review & Assessment Service in 2015 for acute otitis media in children is shown as follows. First, there is a significant difference for each si-gun-gu for the competition index between total treatment cost and clinics, but there is almost no significant difference for the anti-biotics prescription rate. Second, competition in clinics has statistically important impact on the total examination cost And, third, competition in clinics has no statistically important impact on the anti-biotics prescription rate. There is a need for additional studies on re-examination rate, treatment cost per visit and so forth in order to clarify other factors of competition for medical institutions impacting on the physician behavior in the future studies.

Single Nucleotide Polymorphisms in miR-149 (rs2292832) and miR-101-1 (rs7536540) Are Not Associated with Hepatocellular Carcinoma in Thai Patients with Hepatitis B Virus Infection

  • Pratedrat, Pornpitra;Sopipong, Watanyoo;Makkoch, Jarika;Praianantathavorn, Kesmanee;Chuaypen, Natthaya;Tangkijvanich, Pisit;Payungporn, Sunchai
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.15
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    • pp.6457-6461
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    • 2015
  • MicroRNAs directly and indirectly influence many biological processes such as apoptosis, cell maintenance, and immune responses, impacting on tumor genesis and metastasis. They modulate gene expression at the posttranscriptional level and are associated with progression of liver disease. Hepatocellular carcinoma (HCC) is a cancer which mostly occurs in males. There are many factors affect HCC development, for example, hepatitis B virus (HBV), hepatitis C virus (HCV) and human immunodeficiency virus (HIV), co-infection, environmental factors including alcohol, aflatoxin consumption and host-related factors such as age, gender immune response, microRNA and single nucleotide polymorphisms (SNPs). Chronic infection with the hepatitis B virus is the major factor leading to HCC progression since it causes the liver injury. At present, there are many reports regarding the association of SNPs on miRNAs and the HCC progression. In this research, we investigated the role of miR-149 (rs2292832) and miR-101-1 (rs7536540) with HCC progression in Thai population. The study included 289 Thai subjects including 104 HCC patients, 90 patients with chronic hepatitis B virus infection (CHB) and 95 healthy control subjects. The allele and genotype of rs2292832 and rs7536540 polymorphisms were determined by TaqMan real-time PCR assay. Our results revealed no significant association between miR-149 (rs2292832) and miR-101-1 (rs7536540) and the risk of HCC in our Thai population. However, this research is the first study of miR-149 (rs2292832) and miR-101-1 (rs7536540) in HCC in Thai populations and the results need to be confirmed with a larger population.

A Study on the Impacting Factors Influencing on the Volunteer Firefighter's Satisfaction in Sejong City Upon their Activities as a Volunteer Firefighter (세종특별자치시 의용소방대원의 활동 만족도에 미치는 영향 요인 연구)

  • Kim, Seon Woong;Lee, Wonjoo;Lee, Chang-Seop
    • Fire Science and Engineering
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    • v.30 no.1
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    • pp.96-103
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    • 2016
  • The purpose of this paper is to study effects of participation motivations, relationships, and compensation on a satisfaction in activity of volunteer firefighter. For this purpose, we surveyed 106 volunteer firefighter worked in Sejong city. The survey data was analyzed the reliability in questionnaire design by SPSS 20.0 win program. Also, the interrelationship of each factors were confirmed by analysis of frequency, percentage and regression analysis. Furthermore, the regression analysis was performed in order to investigate effects of motivations, interpersonal relationships, and compensation on a satisfaction in activity of volunteer firefighter. A factor of motivations, interpersonal relationships, and compensation was found to be a positive influence on a satisfaction in activity of volunteer firefighter under significance probability of < 0.05. The overall satisfaction was influenced in order of motivations, compensation, interpersonal relationships. This paper is expected to serve as a basis for the efficient operation of the Korean Volunteer Fire Department.