• 제목/요약/키워드: propensity to use

검색결과 195건 처리시간 0.026초

성향점수 매칭을 이용한 보조공학기기 지원사업의 고용효과 분석 (Analysis of Employment Effect on Assistive Technology Program for the Disabled Using Propensity Score Matching)

  • 전영환;이근민
    • 재활복지공학회논문지
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    • 제7권2호
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    • pp.133-138
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    • 2013
  • 본 연구는 장애인의 고용유지와 고용촉진을 위해 고용영역에서 수행하고 있는 보조공학기기 지원사업의 효과를 실증하는 데 있다. 분석에는 한국장애인고용단의 행정자료를 사용하였다. 분석방법은 비교집단의 오염효과를 최소화하기 위해 성향점수 매칭법을 이용하였다. 분석결과, 보조공학기기를 사용하는 장애인이 보조공학기기를 사용하지 않는 장애인에 비해 퇴사 비율이 더 낮은 것으로 나타났다. 또한 기업 측면에서는 보조공학기기를 지원한 기업체가 그렇지 않은 기업체에 비해 장애인의 고용증대에 더 기여하는 것으로 나타났다. 이로써 보조공학기기는 장애인의 고용에 효과적임을 실증하였다. 연구결과를 토대로 보조공학기기 지원 대상을 취업자에서 구직자로 확대하고, 구직상담에서 직무배치에 이르는 일련의 고용서비스 전 과정에서 보조공학기기가 지원될 수 있도록 하는 지원체계 마련의 필요성을 제언하였다.

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National trends in radiation dose escalation for glioblastoma

  • Wegner, Rodney E.;Abel, Stephen;Horne, Zachary D.;Hasan, Shaakir;Verma, Vivek;Ranjan, Tulika;Williamson, Richard W.;Karlovits, Stephen M.
    • Radiation Oncology Journal
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    • 제37권1호
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    • pp.13-21
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    • 2019
  • Purpose: Glioblastoma (GBM) carries a high propensity for in-field failure despite trimodality management. Past studies have failed to show outcome improvements with dose-escalation. Herein, we examined trends and outcomes associated with dose-escalation for GBM. Materials and Methods: The National Cancer Database was queried for GBM patients who underwent surgical resection and external-beam radiation with chemotherapy. Patients were excluded if doses were less than 59.4 Gy; dose-escalation referred to doses ≥66 Gy. Odds ratios identified predictors of dose-escalation. Univariable and multivariable Cox regressions determined potential predictors of overall survival (OS). Propensity-adjusted multivariable analysis better accounted for indication biases. Results: Of 33,991 patients, 1,223 patients received dose-escalation. Median dose in the escalation group was 70 Gy (range, 66 to 89.4 Gy). The use of dose-escalation decreased from 8% in 2004 to 2% in 2014. Predictors of escalated dose were African American race, lower comorbidity score, treatment at community centers, decreased income, and more remote treatment year. Median OS was 16.2 months and 15.8 months for the standard and dose-escalated cohorts, respectively (p = 0.35). On multivariable analysis, age >60 years, higher comorbidity score, treatment at community centers, decreased education, lower income, government insurance, Caucasian race, male gender, and more remote year of treatment predicted for worse OS. On propensity-adjusted multivariable analysis, age >60 years, distance from center >12 miles, decreased education, government insurance, and male gender predicted for worse outcome. Conclusion: Dose-escalated radiotherapy for GBM has decreased over time across the United States, in concordance with guidelines and the available evidence. Similarly, this large study did not discern survival improvements with dose-escalation.

Clinical Impact of Polyglycolic Acid Mesh to Reduce Pancreas-Related Complications After Minimally Invasive Surgery for Gastric Cancer: A Propensity Score Matching Analysis

  • Motonari Ri;Manabu Ohashi;Rie Makuuchi;Masaru Hayami;Takeshi Sano;Souya Nunobe
    • Journal of Gastric Cancer
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    • 제24권2호
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    • pp.220-230
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    • 2024
  • Purpose: Prevention of pancreas-related complications after gastric cancer surgery is critical. Polyglycolic acid (PGA) mesh reduces postoperative pancreatic fistula formation following pancreatic resection. However, the clinical efficacy of PGA mesh in gastric cancer surgery has not been adequately investigated. Materials and Methods: This retrospective study compared the short-term outcomes between two groups: patients who underwent minimally invasive R0 gastrectomy for gastric cancer with the use of a PGA mesh (PGA group) and those without the use of a PGA mesh (non-PGA group) at the Cancer Institute Hospital, Tokyo, between January 2019 and May 2023. Propensity score matching (PSM) was performed to adjust for the possible confounding factors. Results: A total of 834 patients were initially included, of whom 614 (307 in each group) remained after PSM. The amylase levels in the drained abdominal fluid on postoperative days 1 and 3 were similar between the PGA and non-PGA groups. The PGA group had a significantly lower incidence of pancreas-related complications of Clavien-Dindo grade ≥2 than that in the non-PGA group (6.8% vs. 2.9%, P=0.025). In subgroup analyses, the odds ratio for pancreas-related complications appeared to be better in the PGA group than in the non-PGA group in patients with American Society of Anesthesiologists Physical Status Classification score of 2 or 3, those operated via a laparoscopic approach, and those undergoing procedures other than proximal gastrectomy. Conclusions: The use of PGA mesh significantly reduced pancreas-related complications after minimally invasive surgery for gastric cancer and might thus benefit patients at risk of such complications.

User-Customized News Service by use of Social Network Analysis on Artificial Intelligence & Bigdata

  • KANG, Jangmook;LEE, Sangwon
    • International journal of advanced smart convergence
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    • 제10권3호
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    • pp.131-142
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    • 2021
  • Recently, there has been an active service that provides customized news to news subscribers. In this study, we intend to design a customized news service system through Deep Learning-based Social Network Service (SNS) activity analysis, applying real news and avoiding fake news. In other words, the core of this study is the study of delivery methods and delivery devices to provide customized news services based on analysis of users, SNS activities. First of all, this research method consists of a total of five steps. In the first stage, social network service site access records are received from user terminals, and in the second stage, SNS sites are searched based on SNS site access records received to obtain user profile information and user SNS activity information. In step 3, the user's propensity is analyzed based on user profile information and SNS activity information, and in step 4, user-tailored news is selected through news search based on user propensity analysis results. Finally, in step 5, custom news is sent to the user terminal. This study will be of great help to news service providers to increase the number of news subscribers.

The Impact of Mobile Technology Paradox Perception and Personal Risk-Taking Behaviors on Mobile Technology Adoption

  • Chae, Myung-Sin;Yeum, Dae-Sung
    • Management Science and Financial Engineering
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    • 제16권2호
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    • pp.115-138
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    • 2010
  • People acknowledge that mobile technology has improved their lives in terms of convenience, flexibility, connectedness, and new freedom of choice. However, as people increase usage of technology, they may become frustrated, challenged, annoyed, and irritated with it. This is the main characteristic of mobile technology paradoxes. Once technology gets into people's daily life, which it already has, people will look for a way to minimize the dependency on the technology, as well as finding a way to use the technology to improve the quality of their life. The focus of this study is to understand the mobile technology paradoxes and to develop coping strategies. As mobile technology is already a part of people's daily life, it is inevitable that people need to utilize technology as part of their lifestyles. This study developed a research model regarding the relationship between mobile technology perception and choice of coping strategies, including personal risk propensity as a mediating factor. Discussion on the importance of the technology paradoxes for developing mobile solution and services from the customers' perspectives followed after hypotheses testing.

메탈릭 자카드 직물 물리적 성능평가 (Physical Performance of Metallic Jacquard Fabrics)

  • 강덕희;이정순
    • 한국의류학회지
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    • 제33권1호
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    • pp.149-159
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    • 2009
  • The purposes of this study are to evaluate physical performance of metallic Jacquard fabrics, and to contribute to the research and development of the women's suit made of the metallic Jacquard fabrics. First, eight fabrics were woven with two kinds of warp yarns(nylon and rayon) and weft yarn blended with various contents(0, 7, 14, 21%) of metallic yarn. Second, the mechanical properties were measured by using the KES-FB system, and physical properties such as tensile strength, tearing strength, abrasion resistance, drape, pilling, snagging, degree of crease resistance, flexural stiffness, specular gloss, folding endurance and electrostatic propensity were measured. The results were as follows. As the metal fiber content increased, bending, shear, thickness and weight increased, which imply low recovery of wrinkles. It means that metallic Jacquard fabrics enable to use as a memory fabric. 7% metallic Jacquard fabric showed a low value at total hand value, but there was little change. As the metal fiber content increased, tensile strength, tearing strength, drape coefficient, specular gloss and flexural stiffness increased, however the degree of crease resistance, electrostatic propensity and folding endurance decreased. The metallic Jacquard fabrics were excellent in snagging, abrasion resistance and pilling.

A Study on the Influence of Omni Channel's Shopping Value on Users' Innovative Tendency and Service Attitudes

  • MIN, So-Ra;LEE, Sun-Mi
    • 유통과학연구
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    • 제21권1호
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    • pp.119-128
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    • 2023
  • Purpose: Due to COVID-19, the rapidly changing untact culture from offline to online has spread rapidly, increasing the utilization of omni-channel. However, among the studies on consumers in the online market, there are not many studies that analyze Shopping Values and attitudes toward omnichannel Acceptance. Research design, data, and methodology: This study investigated through empirical analysis how Shopping Values and innovation propensity of consumers using omni channels affect omni channel Acceptance attitudes. The analysis results based on a total of 268 questionnaires using SPSS v.23 and AMOS v.23 statistical programs are as follows. Results: First, it was found that the perceived Value of omnichannel use had a positive effect on the innovation tendency, and the pleasure Value had a greater effect than the actual Value. Second, it was found that the practical and hedonic Value of the omnichannel had a positive effect on the attitude of service Acceptance. Third, it was found that Omni Channel's consumer innovation tendency had a positive effect on service Acceptance attitude. Conclusion: This study proved that Shopping Value perception and individual innovation propensity for omnichannel services have a positive effect on Acceptance attitude, and it is of academic significance in that it expanded understanding of what factors are needed to increase Acceptance attitude of Omni Channel services.

한국과 일본의 온라인 관계망의 특성과 효과에 대한 비교연구 (A Comparative Study on Characters and Effects of the On-Line Social Network in Korea & Japan)

  • 배영
    • 한국조사연구학회지:조사연구
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    • 제10권3호
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    • pp.85-106
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    • 2009
  • 본 연구는 한국과 일본에서 나타나는 인터넷 이용행태의 기본적인 특성과 전반적인 인식이 온라인에서의 관계망의 형성과 유지에 어떤 영향을 주고 받는지를 구체적으로 살펴보았다. 이를 위해 한국과 일본의 이용자들의 온라인 관계망의 현황과 개인적 성향, 인터넷 이용패턴, 그리고 인터넷에 대한 인식 등을 설문조사를 통해 알아보았다. 연구결과를 요약하면, 온라인 관계망의 크기와 활용에 있어서 한국의 이용자들이 보다 적극적인 것으로 나타났으며, 양국 모두 자주 만나기 어려운 사적인 관계의 대상들과 관계하는 비율이 높은 것을 알 수 있었다. 또한 한국의 이용자들은 개인적 성향이나 인터넷 관련 행태 및 인식이 전반적으로 만남의 방식에 영향을 미치지 않았던 데 비해 일본의 이용자들은 관계지향적인 인터넷 이용 패턴과 인터넷의 유용성에 대한 인식이 온라인에서의 접촉 양상에 영향을 미치는 것으로 나타났다. 온라인 관계망의 크기와 관련하여 양국 모두에 공통적으로 나타난 것은 인터넷을 정보지향적으로 이용할수록 등록된 대화상대가 증가한다는 점이었다. 이는 인터넷에서의 관계형성에 있어 약한 유대에 기반한 관계가 효율적이고, 이러한 관계를 통해 얻을 수 있는 혜택이 정보적 혜택이라는 기존의 이론과 잘 부합하는 결과라고 할 것이다. 아울러 일본의 경우 온라인에서의 관계형성 전반에 있어 온라인 공간에 대한 위험인식 정도, 즉 신뢰의 여부가 크게 영향을 미치는 것으로 분석되었다.

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Testing the Liquidity Hypothesis in the Korean Retail Firms

  • Kim, Sang-Su;Lee, Jeong-Hwan
    • 유통과학연구
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    • 제15권5호
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    • pp.29-38
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    • 2017
  • Purpose - Prior theories predict a negative correlation between stock liquidity and dividend payout propensity. We test this hypothesis by examining the sample Korean retail firms. Research design, data, and methodology - We construct four different types of stock liquidity measures and investigate how these stock liquidity variables affect dividend payout propensity by employing the logit regression model. The retail firms listed in the KOSPI and KOSDAQ markets are analyzed from 1990 to 2015. Results - Our estimation results support the liquidity hypothesis if we adopt the stock turnover rate as the stock liquidity measure, particularly for the retail firms listed in the KOSPI markets and for non-conglomerate firms. Yet, our estimation results adopting the illiquidity measure of Amihud (2002), the proportion of non-trading day, and the volume of trading do not support the liquidity hypothesis. Conclusions - Our findings provide mixed results for the validity of stock liquidity hypothesis, which enriches the existing literature. In terms of turnover rate, the stock liquidity hypothesis holds robustly. Yet, we are not able to find any empirical evidence supporting the hypothesis if we use the other three measures of stock liquidity.

정보화기기 활용이 국내 축산농가 총판매금액에 미치는 영향 분석 (A Study on Effects of Adopting ICT in Livestock Farm Management on Farm Sales Revenue)

  • 정한나;심지민;임예린;이종욱
    • 농촌계획
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    • 제30권1호
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    • pp.81-97
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    • 2024
  • This study examines the effects of adopting Information and Communication Technology (ICT) in livestock farm management on farm sales revenue. Using the 2020 Census of Agriculture, Forestry, and Fisheries, a nationally representative data set constructed by Statistics Korea, this study focuses on a sample of 9,020 livestock farms in South Korea. We employ Propensity Score Matching (PSM) methods to address the potential selection bias between 2,076 farms that used ICT for livestock farm management and 6,944 farms that did not. The findings consistently show that the use of ICT significantly increases farm revenue, taking into account the selection bias. The utilization of ICT in livestock farms leads to a higher increase in sales revenue, particularly for farms with greater sales.