• Title/Summary/Keyword: Line regression model

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Analgesic Effects of Intrathecal Curcumin in the Rat Formalin Test

  • Han, Yong-Ku;Lee, Seong-Heon;Jeong, Hye-Jin;Kim, Min-Sun;Yoon, Myung-Ha;Kim, Woong-Mo
    • The Korean Journal of Pain
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    • v.25 no.1
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    • pp.1-6
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    • 2012
  • Background: Curcumin has been reported to have anti-inflammatory, antioxidant, antiviral, antifungal, antitumor, and antinociceptive activity when administered systemically. We investigated the analgesic efficacy of intrathecal curcumin in a rat model of inflammatory pain. Methods: Male Sprague Dawley rats were prepared for intrathecal catheterization. Pain was evoked by injection of formalin solution (5%, $50{\mu}l$) into the hind paw. Curcumin doses of 62.5, 125, 250, and $500{\mu}g$were delivered through an intrathecal catheter to examine the flinching responses. The $ED_{50}$ values (half-maximal effective dose) with 95% confidence intervals of curcumin for both phases of the formalin test were calculated from the dose-response lines fitted by least-squares linear regression on a log scale. Results: In rats with intrathecal administration of curcumin, the flinching responses were significantly decreased in both phases. The slope of the regression line was significantly different from zero only in phase 2, and the $ED_{50}$ value (95% confidence interval) of curcumin was $511.4{\mu}g$ (23.5-1126.5). There was no apparent abnormal behavior following the administration of curcumin. Conclusions: Intrathecal administration of curcumin decreased inflammatory pain in rats, and further investigation to elucidate the precise mechanism of spinal action of curcumin is warranted.

An Analysis of determinant on Repurchase Behavior of Game User in Chinese online game industry: moderation effect of online review (중국 온라인게임 산업의 게임사용자 재구매 행위 결정요인에 관한 연구: 온라인평가의 조절효과 분석)

  • Lee, Young-Duck
    • Journal of Korea Game Society
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    • v.15 no.6
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    • pp.41-54
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    • 2015
  • Despite a great performance of Korean online game in Chinese online game market, Korean companies were faced with decreasing market positions in China from 2006. To overcome this problem, I will suggest a research model about determinant of repurchase behavior of on-line game user and moderation effect of online review. Data collected from questionnaire survey were used in empirical analysis on research hypothesis through moderated multiple regression method. There are several conclusions as such; first, perceived value and loyalty of consumer have great positive relationships with repurchase behavior. Second, online review has positive direct influence on repurchase behavior and moderation effect of relationships among them. Third, game company has great efforts to develop online games and game contents which were guaranteed before in price, quality, information, and accurate consideration of online review.

Color Correction Using Back Propagation Neural Network in Film Scanner (필름 스캐너에서 역전파 신경회로망을 이용한 색 보정)

  • 홍승범;백중환
    • Journal of the Institute of Convergence Signal Processing
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    • v.4 no.4
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    • pp.15-22
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    • 2003
  • A film scanner is one of the input devices for ac acquiring high resolution and high qualify of digital images from the existing optical film. Recently the demand of film scanners have risen for experts of image printing and editing fields. However, due to the nonlinear characteristic of light source and sensor, colors of the original film image do not correspond to the colors of the scanned image. Therefore color correction for the scanned digital image is essential in film scanner. In this paper, neural network method is applied for the color correction to CIE L/sup *//a/sup *//b/sup */ color model data converted from RGB color model data. Also a film scanner hardware with 12 bit color resolution for each R, G, B and 2400 dpi is implemented by using the TMS320C32 DSP chip and high resolution line sensor. An experimental result shows that the average color correction rate is 79.8%, which is an improvement of 43.5% than our previous method, polygonal regression method.

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The Impact of Consumption Utility from Green Retail Environment on Revisit Intention (환경친화적 유통공간의 소비효용이 재방문의도에 미치는 영향)

  • Paik, In-Yeol;Kang, Wooseong
    • Journal of Distribution Science
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    • v.16 no.2
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    • pp.67-81
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    • 2018
  • Purpose - Recently the importance of green consumption and corporate social responsibility has been increasing, thereby enhancing the importance of green consumption space as well. The retail space, as a representative consumption space, is now consuming more energy by introducing bigger retail space, 24-hour operation, cutting-edge equipment, and manless checkout system. Especially for retailers, who are constantly interacting with consumers, not only the economic consideration but also the consumer experience via retail service and physical retail space is crucial for their success. Therefore, this study intends to understand the main factors of motivating consumer perception about green retail space. In addition, we further investigate the mediating and moderating variables to encourage revisit intention and green retail space image. Research design, data, and methodology - In order to test our hypotheses with two models, we conducted a survey using questionnaires. In model 1, 356 respondents were surveyed to determine whether consumers' green attitudes and behaviors enhance environmentally friendly perception on retail space properties. In model 2, a questionnaire survey was conducted on 69 consumers who have experience in green retail space. Questionnaire surveys were conducted with on-line panels in Korea and analyzed using regression model and Hayes' PROCESS macro. Results - We found that consumers with green attitude put more importance on the attributes of green retail space. Also, the utility of the green retail space was found to be significant in emotional and social benefits. And, the consumers, who perceived the importance of green retail space, show higher revisit intentions. The emotional and social utilities have significant positive effects on revisit intention through green retail space image. Conclusions - This study demonstrates that a green retail space can induce positive consumer utility, thereby increasing green retail space image and revisit intention. Thus, in order to increase the image and revisit, retailers should communicate green messages with consumers, enhance green attributes of retail space, and target green consumers. To do so, we suggest that various marketing efforts such as publicity and education are needed to appeal experiential green products and retail space to consumers.

A Study on the Color Image Evaluation of Buildings on Urban Street (가로 건축물 색채 이미지 평가 연구 -업무·상업용도 건축물을 중심으로-)

  • Jeong, Ga-Young;Lee, Hyang-Mi
    • Journal of the Korean Institute of Rural Architecture
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    • v.13 no.4
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    • pp.83-90
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    • 2011
  • The purpose of this study is to grasp the color situation of buildings on Urban Street, through the color image evaluation to research primary factors have an effect on color image preferences. A scope of this study is district of Sang Mu in Gwangju Metropolitan City. A method of study put out evaluation model after BIB test by photography, spot color. And performed Factorial Design, Multiple Regression Analysis through SD questionnaire. The result of this study show that color situation exceedingly used YR predominates, support, stress color, in the second place used predominate, support color is B, stress color is R. Luminosity showed middle luminosity 4.1~7.0, low freshness distribution. Color image was evaluated modern and cold image and appeared affirmative aspect clean, order, neat image and showed negative aspect stiff, flat image. And 'comfortableness', 'unification' had an effect on color image preferences The result of this study showed that color plan need to improve comfortableness, unification bring control into line color at building color image of urban street.

Factors Associated with Rotavirus Vaccination Behavior among Mothers of Infants: using the Health Belief Model (영아를 위한 어머니의 로타바이러스 예방접종 이행과 관련 요인: 건강신념모형을 중심으로)

  • Lee, Seung Hyeon;Yang, Sook Ja
    • Journal of Korean Public Health Nursing
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    • v.31 no.1
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    • pp.34-46
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    • 2017
  • Purpose: This study was conducted to identify the sociodemographic characteristics and health belief related to rotavirus vaccination behavior among mothers of infants. Methods: Data collection was performed through an on-line survey between 13 and 16 October, 2016, and the subjects targeted were 240 mothers with infants between the ages of 8 months and 12 months. The collected data were analyzed using $X^2$ test, Fisher's Exact test, ANOVA, and Logistic Regression with SPSS 23.0 program. Results: The complete rotavirus vaccination rate was 76.7%, the incomplete vaccination rate was 9.2%, and the non-vaccination rate was 14.2%. Factors associated with complete rotavirus vaccination were the mother's age (OR=3.306, 95% CI=1.087 to 10.054), the perceived benefits (OR=6.500, 95% CI=2.163 to 19.528) and the self-efficacy (OR=11.568, 95% CI=2.921 to 45.818), and approximately 40.8% of explanation power was observed. Conclusion: To increase the rotavirus vaccination rate, counseling and education by nurses should be performed to increase the self-efficacy and public awareness of the benefits of rotavirus vaccination for mothers with infants.

A Study on the Factors for Evaluating e-Government Portal Sites (전자정부 포털사이트 평가요인에 관한 연구)

  • Han, Ki-Hun;Hong, Il-Yoo
    • Asia pacific journal of information systems
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    • v.16 no.1
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    • pp.23-43
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    • 2006
  • By far, numerous e-government projects requiring huge investments have been conducted in Korea to increase the administrative efficiency and improve the service quality via Internet. However, there's little research focusing on methods and techniques for analyzing and evaluating the projects either to economically justify the investments or to assess the quality of the system and of on-line services to citizens. The purpose of this paper is to suggest a set of factors to take into account for evaluating e-government portals and to empirically test the factors to provide useful implications for building such portals. Based on the literature reviewed, we constructed a research model that includes content, public service, community, design, technology, and portal's attributes as independent variables and the user's satisfaction and the administrative efficiency as dependent variables. A reliability test revealed that the evaluation factors proposed in the paper are sufficiently reliable, and a multi-regression analysis indicated that five hypotheses should be accepted. The findings of the study suggest that emphasis should be placed on public service quality and portal site attributes, among others, when implementing portals.

Shear Wave Velocity in Unconsolidated Marine Sediments of the Western Continental Margin, the East Sea

  • Kim, Gil-Young;Kim, Dae-Choul
    • The Journal of the Acoustical Society of Korea
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    • v.22 no.4E
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    • pp.167-175
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    • 2003
  • Shear wave velocity was measured and grain size analysis was conducted on two core samples obtained in unconsolidated marine sediments of the western continental margin, the East Sea. A pulse transmission technique based on the Hamilton frame was used to measure shear wave velocity. Duomorph ceramic bender transducer-receiver elements were used to generate and detect shear waves in sediment samples. Time delay was calculated by changing the sample length from the transducer-receiver element. Time delay is 43.18 μs and shear wave velocity (22.49 m/s) is calculated from the slope of regression line. Shear wave velocities of station 1 and 2 range from 8.9 to 19.0 m/s and from 8.8 to 22 mis, respectively. Shear wave velocities with depth in both cores are qualitatively in agreement with the compared model〔1〕, although the absolute value is different. The sediment type of two core samples is mud (mean grain size, 8-9Φ). Shear wave velocity generally increases with sediment depth, which is suggesting normally consolidated sediments. The complicated variation of velocity anisotropy with depth at station 2 is probably responsible for sediment disturbance by possible gas effect.

A Method to Estimate Peripheral Systolic Blood Pressure using Pulse Transit Time during Bicycle Ergometer Exercise of Healthy Korean Subjects in their Twenties

  • Lee Jeong-Chan;Eo Yun-Hye;Park Kyung-Mo;Park Seung-Hun
    • Journal of Biomedical Engineering Research
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    • v.27 no.3
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    • pp.89-93
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    • 2006
  • A simple algorithm that can be used to estimate a healthy person's blood pressure using pulse transit time is proposed in this paper. Fifty healthy students participated in the experiment that was conducted in line with the study. The subjects were asked to exercise on several exercise levels using a bicycle ergometer. Their blood pressures during the succeeding rest period were measured. A simple method was proposed to illustrate the relationship between blood pressure and pulse transit time. The systolic blood pressures as well as the heights and weights of the subjects were regarded as the proper parameters, and a second-order regression curve was produced to estimate the subjects' blood pressures. The mean error of estimation was less than 10 mmHg, which was the mean error of manual measurement. Although our estimation model is so simple, it can be used to estimate continuous blood pressure measurement for bicycle ergometer exercise. The electrocardiograms, photoplethysmograms, and blood pressures, however, could not be measured simultaneously As such, their estimation may be slightly different from the results taken from simultaneous measurements.

The Relationship between Top Female Executives and Corporate Investment: Empirical Evidence from Vietnamese Listed Firms

  • PHAN, Quynh Trang
    • The Journal of Asian Finance, Economics and Business
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    • v.8 no.10
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    • pp.305-315
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    • 2021
  • This study aims to investigate the relationship between the difference in gender of top executives and corporate investment. In addition, this study also extends to how the sensitivity of investment to cash flow varies with the gender of leaders. Finally, the effect of the gender of leaders on firm investment is also tested across firm types (state firms vs. private firms and high-growth firms vs. low-growth firms). Based on the dataset of Vietnamese listed firms over 2007-2017, the fixed-effect model is used to test the hypotheses. The results show that women as chairs of the board tend to lower corporate investment, whereas the gender of CEOs (Chief Executive Officers) does not influence the investment level. Moreover, top female executives are associated with a decrease in the sensitivity of investment to cash flow. These regression results also show that top female executives only have an impact on the rate of investment in private and low-growth firms. The findings of this study are useful for the board of directors in selecting a chairperson in line with the firm's strategies. Furthermore, the findings of this study are also meaningful for policymakers who should monitor the separate role of the CEO and chair of the board in a company.