• Title/Summary/Keyword: Regression Analysis Method

Search Result 4,631, Processing Time 0.037 seconds

The related factors with experience and intention of dental implant among some rural elderly (일부 농촌 지역 노인의 임플란트 치료 경험 및 의향 관련 요인)

  • Park, Sin-Young;Han, Mi-Ah;Park, Jong;Ryu, So-Yeon;Choi, Seong-Woo;Moon, Sang-Eun
    • Journal of Korean society of Dental Hygiene
    • /
    • v.17 no.6
    • /
    • pp.1147-1157
    • /
    • 2017
  • Objectives: Dental implants are one treatment method for tooth loss. The purpose of this study is to investigate the status of experience and intention for dental implants and related factors among elderly. Methods: The participants were 244 elderly residing in rural areas with age over 65 in Samhoeup, Yeongamgun and Jeollanamdo, Korea. Chi-square tests, t-tests, and a multiple logistic regression analysis were performed to investigate the factors influencing the experience and intention of implants. Results: Many elderlies residing in rural areas rural elderly had experienced tooth loss (83.6%). The proportion of dental implant experience was 30.9% and intention to receive implants was 57.8%. The odds ratio (OR) for experience of implants was significantly higher for participants with a lower number of chronic diseases (0: OR=12.48, 95% CI=2.12-73.38, 1: OR=4.95, 95% CI=1.66-14.72), they have dental treatment experience during the past 1 year (OR=6.61, 95% CI=1.83-23.89), they have surrounding person who have experience of implant (OR=18.06, 95% CI=2.81-115.99), higher dental implant recognition (OR=3.97, 95% CI=1.92-8.23). The odds ratio (OR) for dental implant intention was significantly higher for participants with a lower age (65-69: OR=8.18, 95% CI=2.38-278.08, 70-79: OR=3.17 95% CI=1.04-9.68), lower number of chronic diseases (0: OR=4.15, 95% CI=1.00-17.29), they have drink alcohol (OR=5.03, Cl=1.31-19.34), they have surrounding person who has experience of implant (OR=3.22, 95% CI=1.30-8.02), they have not experience of tooth loss (OR=4.65, Cl=1.22-17.70), higher dental implant recognition (OR=2.69, 95% CI=1.55-4.67). Conclusions:In the future, it is necessary to utilize the results of this study to address loss of teeth and to support dental implant treatment selection through improved increased awareness of the advantages and disadvantages of dental implants.

Prediction of Genomic Relationship Matrices using Single Nucleotide Polymorphisms in Hanwoo (한우의 유전체 표지인자 활용 개체 혈연관계 추정)

  • Lee, Deuk-Hwan;Cho, Chung-Il;Kim, Nae-Soo
    • Journal of Animal Science and Technology
    • /
    • v.52 no.5
    • /
    • pp.357-366
    • /
    • 2010
  • The emergence of next-generation sequencing technologies has lead to application of new computational and statistical methodologies that allow incorporating genetic information from entire genomes of many individuals composing the population. For example, using single-nucleotide polymorphisms (SNP) obtained from whole genome amplification platforms such as the Ilummina BovineSNP50 chip, many researchers are actively engaged in the genetic evaluation of cattle livestock using whole genome relationship analyses. In this study, we estimated the genomic relationship matrix (GRM) and compared it with one computed using a pedigree relationship matrix (PRM) using a population of Hanwoo. This project is a preliminary study that will eventually include future work on genomic selection and prediction. Data used in this study were obtained from 187 blood samples consisting of the progeny of 20 young bulls collected after parentage testing from the Hanwoo improvement center, National Agriculture Cooperative Federation as well as 103 blood samples from the progeny of 12 proven bulls collected from farms around the Kyong-buk area in South Korea. The data set was divided into two cases for analysis. In the first case missing genotypes were included. In the second case missing genotypes were excluded. The effect of missing genotypes on the accuracy of genomic relationship estimation was investigated. Estimation of relationships using genomic information was also carried out chromosome by chromosome for whole genomic SNP markers based on the regression method using allele frequencies across loci. The average correlation coefficient and standard deviation between relationships using pedigree information and chromosomal genomic information using data which was verified using a parentage test andeliminated missing genotypes was $0.81{\pm}0.04$ and their correlation coefficient when using whole genomic information was 0.98, which was higher. Variation in relationships between non-inbred half sibs was $0.22{\pm}0.17$ on chromosomal and $0.22{\pm}0.04$ on whole genomic SNP markers. The variations were larger and unusual values were observed when non-parentage test data were included. So, relationship matrix by genomic information can be useful for genetic evaluation of animal breeding.

Correlation between a Rupture of the Hypovascular Zone and Early Single Heel Raising after Achilles Tendon Repair (아킬레스건 봉합술 후 조기 단일 하지 거상과 아킬레스건 허혈성 구간 침범과의 상관관계)

  • Song, Si-Jung;Lee, Moses;Shin, Myung Jin;Suh, Jin Soo
    • Journal of Korean Foot and Ankle Society
    • /
    • v.22 no.1
    • /
    • pp.21-25
    • /
    • 2018
  • Purpose: To analyze the correlation between a rupture of the hypovascular zone and early single heel raising after Achilles tendon repair. Materials and Methods: From January 2012 to August 2015, 68 patients, who underwent surgical treatment for a Achilles tendon rupture using Krackow method, were analyzed retrospectively. The patients were divided into two groups according to possibility of single heel raises within 3 months postoperatively. During the periodic outpatient observations, the visual analogue scale, Achilles tendon total rupture score (ATRS), and timing capable single heel raises were evaluated. In addition, the preoperative defect size and distance between the calcaneal osteotendinous junction and the rupture site were measured by ultrasound in all cases. Results: Twenty-three patients could perform a single heel raise within 3 months after surgery (early single heel raise group), and fortyfive patients could perform a single heel raise after 3 month postoperatively. The age, gender, body mass index, smoking, and operation delay were similar in the two groups. In addition, the defect size and distance between the calcaneal osteotendinous junction and rupture site as measured by preoperative ultrasound were similar (p=0.379 and p=0.631, respectively). On the other hand, when the rupture site was divided into the hypovascular zone (4~7 cm from calcaneal osteotendinous junction) and non-hypovascular zone, the hypovascular zone rupture rate was significantly lower in the early single heel raise group (60.9%, 14/23; 91.1%, 41/45; p=0.003). In logistic regression analysis, the odds of the hypovascular zone rupture group being capable of early single heel raise were 0.189 (p=0.017). The ATRS score at 3 months and 1 year after surgery were significantly higher in the early single heel raise group (p<0.001). Conclusion: Achilles tendon rupture at the hypovascular zone is a poor prognostic factor for early single heel raise and might affect the prognosis significantly after an Achilles tendon rupture operation.

Cooperation of Industrial R&D Programs: Focussing on Types of R&D Cooperation (산업기술혁신사업의 성과창출에 미치는 영향에 관한 연구: 산학연협력형태를 중심으로)

  • Bae, Jin Hee;Oh, Myung Jun;Kim, Heon
    • Journal of Korea Technology Innovation Society
    • /
    • v.17 no.3
    • /
    • pp.604-628
    • /
    • 2014
  • We analyse the impact of R&D cooperation on Industrial R&D programs of Government (Ministry of Trade, Industry & Energy, MOTIE), specially performance differentiating between type of R&D partners, type of R&D project leader organizations. And considering five performance measures: paper, patent, technology transfer, commercialization, new employment. Using data on a large sample of post-performance survey of MOTIE in Korea (2013), we examine the impact of R&D cooperation in 2008-2012. The method of analysis is binary logistic regression models operated by SPSS. The results of this study are follows; the performance is statistically significantly different between type of R&D partners, type of R&D project leader organizations on R&D cooperation. Specially, when a private enterprise cooperate with non-profit institutions, performance has a greater success of paper, patent, new employment. On the other hand, when a private enterprise cooperate with a private enterprise cooperate, performance decrease success of paper, technology transfer. Lastly, when non-profit institutions cooperate with a private enterprise, performance has a greater success of patent, technology transfer.

The Effect on Leadership and Job Characteristic, Job stress, Commitment, turnover in security industry Employees (경호산업 종사자들의 리더십과 직무특성, 직무스트레스, 몰입이 이직에 미치는 영향)

  • Kwon, Bong-An
    • Korean Security Journal
    • /
    • no.20
    • /
    • pp.19-43
    • /
    • 2009
  • The purpose of this study was to examine the factors which influence the attitude of employees in security firms in Korea that ultimately lead to their turnover. Several variables which are seen as influential in formation of employees' attitudes about their organizations are leadership and job characteristics. In commitment and job stress were seen as two major variables which lead to the formation of their turnover, commitment was seen as positive influential variable and job stress a negatively influencing variable in employees' attitudes about their respective organizations. Survey method using questionnaires were utilized on employees of medium to large security firms in Seoul and Kyonggi province of Korea where 30 or more were employed. Sample for this research were field operators and, for leadership determination, their division chiefs were chosen. For the purpose of this research, several key hypotheses derived and developed from existing works related to this research topic were tested using multiple regression analysis utilizing SPSS 11.0. and Lisrel 8W The research findings are an follows: 1. leadership behavior of the superiors greatly influence, in most positive way, the employees' commitment. 2. Those employees who view their high organization commitment. shown to possess lower turnover. 3. Autonomy in their job characteristics to positively influence one's job stress 4. Higher the job stress the higher and positively influence one's turnover.

  • PDF

Exploitation of the Dose/Time-Response Relationship for a New Measure of DNA Repari in the Single-Cell Gel Electrophoresis (Comet) Assay

  • Kim, Byung-Soo;Edler, Lutz;Park, Jin-Joo;Fournier, Dietrich Von;Haase, Wulf;Sautter-Bihl, Mare-Luise;Hagmuller, Egbert;Gotzes, Florian;Thielmann, Heinz Walter
    • Toxicological Research
    • /
    • v.20 no.2
    • /
    • pp.89-100
    • /
    • 2004
  • The comet assay (also called the single-cell gel electrophoresis assay) has been widely used for detecting DNA damage and repair in individual cells. Since the conventional methods of evaluating comet assay data using frequency statistics are unsatisfactory we developed a new quantitative measure of DNA damage/repair that is based on all information residing in the dose/time-response curves of a comet experiment. Blood samples were taken from 25 breast cancer patients before undergoing radiotherapy. The comet assay was performed under alkaline conditions using isolated lymphocytes. Tail DNA, tail length, tail moment and tail inertia of the comet were measured for each patient at four doses of $\gamma$-rays (0, 2, 4 and 8 Gy) and at four time points after irradiation (0, 10, 20 and 30 min) using 100 cells each. The resulting three-dimensional dose-time response surface was modeled by multiple regression, and the second derivative, termed 2D, on dose and time was determined. A software module was programmed in SAS/AF to compute 2D values. We applied the new method successfully to data obtained from cancer patients to be assessed for their radiation sensitivity. We computed the 2D values for the four damage measures, i.e., tail moment, tail length, tail DNA and tail inertia, and examined the pairwise correlation coefficients of 2D both on the log scale and the unlogged scale. 2D values based on tail moment and tail DNA showed a high correlation and, therefore, these two damage measures can be used interchangeably as far as DNA repair is concerned. 2D values based on tail inertia have a correlation profile different from the other 2D values which may reflect different facets of DNA damage/repair. Using the dose-time response surface, other statistical models, e.g., the proportional hazards model, become applicable for data analysis. The 2D approach can be applied to all DNA repair measures, Le., tail moment, tail length, tail DNA and tail inertia, and appears to be superior to conventional evaluation methods as it integrates all data of the dose/time-response curves of a comet assay.

Penetration of Some Humectants into Shark Muscle (상어육(肉)중의 수분유지제(水分維持劑) 침투(浸透))

  • Lee, Jong-Soo;Koo, Jae-Keun;Cha, Yong-Jun;Lee, Eung-Ho
    • Korean Journal of Food Science and Technology
    • /
    • v.16 no.4
    • /
    • pp.475-481
    • /
    • 1984
  • Estimation of the penetration rate of humectants has been considered to be important in effective control of food processing when intermediate moisture food is manufactured by the moist-infusion method. In this study, when shark (Isurus glaucus) muscle was soaked in four common humectants (sucrose, sorbitol, glycerol, and propylene glycol), the equation of their penetration rate was drawn as a function of time using high performance liquid chromatography analysis. Penetration rates increased with soaking temperatures and decreased inversely with molecular weights of humectants. The penetrated amounts for 10% humectant solution reached about equilibrium after soaking for 10 hours and for 30% humectant after soaking for about 7 hours. In consideration with the penetration rate of the sample soaked in 10% humectant and complex solution of each 10% humectant, little difference was found between them. When the sample was soaked in 10% humectant and 30% humectant, it seemed to be able to apply the following regression equation to estimate the penetrated amounts: M = a log (c.t)+ b where M = penetrated amounts; c = concentration of humectant; t= soaking time; a, b = constant and c.t should be within $10^3\;-\;4{\times}10^4$.

  • PDF

Early Traumatic Deaths (외상 후 초기사망에 대한 고찰)

  • Paik, Seung-Won;Han, Chul;Hong, Yun-Sik;Choi, Sung-Hyuk;Lee, Sung-Woo;Moon, Sung-Woo;Yoon, Young-Hoon;Yu, Woo-Sung;Kim, Duk-Hwan
    • Journal of Trauma and Injury
    • /
    • v.23 no.2
    • /
    • pp.75-82
    • /
    • 2010
  • Purpose: In Korea, trauma is the $3^{rd}$ most common cause of death. The trauma treatment system is divided into pre-hospital and hospital stages. Deaths occurring in the pre-hospital stage are 50% of the total death, and 20% of those are deaths that are preventable. Therefore, the purpose of our study is to calculate the preventable death rates caused by trauma in our current pre-hospital system, to analyze the appropriateness of the treatment of traumatized patients and to draw a conclusions about the problems we have. Methods: The study was done on traumatized patients who expired at the emergency department from January 1, 2005, to December 31, 2009, at the Korea University Medical Centers in Anam, Guro and Ansan. The data on the patients were reviewed retrospectively based on characteristics, conditions on admission and trauma severity. The patient's RTS (revised trauma score) and ISS (injury severity score) was calculated. Preventable death rate was calculated by TRISS (the trauma score-injury severity score). Results: A total of 168 patients were enrolled. All patients were intubated and underwent CPR. Of the total, 72% patients were male, and traffic accidents were the most common form of trauma (52.4%), falls being second (28.6%). Head injury, solitary or multiple, was the most common cause of death (55.4%). Thirty-eight (38, 22.6%) deaths were preventable. The 22.6% preventable death rate consisted of 15.5% potentially preventable and 7.1% definitely preventable deaths. Based on a logistic regression analysis, the relationship between the time intervals until transfusion and imaging and death was statistically significant in the hospital stage. In the pre-hospital stage, transit time from the site of the injury to the hospital showed a significant relationship with the mortality rate. Conclusion: One hundred sixty-eight (168) patients died of trauma at the 3 hospitals of Korea University Medical Center. The TRISS method was used to calculate the preventable death rate, with a result of 22.6%. The only factor that was significant related to the preventable death rate in the pre-hospital stage was the time from injury to hospital arrival, and the time intervals until transfusion and imaging were the two factors that showed significance in the hospital stage. Shortening the time of treatment in the field and transferring the patient to the hospital as quickly as possible is the most important life-saving step in the pre-hospital stage. In the hospital stage, the primary survey, resuscitation and diagnosis should proceed simultaneously.

How Do Research Capabilities and Financial Resources Affect Professors' Entrepreneurship?: Using the Speed of University Spin-off Formations (교수의 연구역량과 연구비 수혜가 대학스핀오프 기업 형성 속도에 미치는 영향)

  • Cho, Sul-Ah;Kang, Ki-H.;Kang, Jin-A
    • Journal of Technology Innovation
    • /
    • v.19 no.2
    • /
    • pp.99-128
    • /
    • 2011
  • University-to-industry technology transfer has become an increasingly important issue in recent years. Studies on technology transfer and commercialization evolved to diverse knowledge transfer channels. Among them, university spin-off is not only known as the most direct and tangible method but also suitable for effectively transferring tacit knowledge. Much of the studies on university spin-offs are mostly focused on macro-level but studies using the individual professors as their unit of analysis need better understanding as well. This paper investigates why the speed of university spin-off formations differ among individual professors drawing on the resource-based view. Utilizing data of 149 professors in 25 universities who formed spin-offs, Cox regression results suggest that professors' technological research capabilities, academic research capabilities and financial resources promote university spin-off formations.

  • PDF

A Study on Exposure Indices for Diesel Engine Exhaust in Forklift Operating Areas (지게차 사용 사업장에서 디젤엔진배출물질 노출지표에 관한 연구)

  • Kim, Sangil;Park, Ji Young;Lee, Kyeongmin;Kim, Seung Won
    • Journal of Korean Society of Occupational and Environmental Hygiene
    • /
    • v.26 no.1
    • /
    • pp.38-47
    • /
    • 2016
  • Objectives: The objective of this study was to determine the exposure levels of forklift operators to diesel engine exhaust(DEE) using black carbon(BC), elemental carbon(EC), and nitrogen dioxide($NO_2$) as indicators. Methods: A total of eight forklift operators in six collection companies were assessed over a period of two months from July to September 2015. BC was measured using a real-time monitor and respirable EC samples were analyzed using the NIOSH method 5040. $NO_2$ samples were collected using a passive badge-type sampler. Results: The geometric mean of BC, EC and $NO_2$ were $3.1-19.1{\mu}g/m^3$, $2.1-23.8{\mu}g/m^3$, and 12.5-166.6 ppb at all companies. When forklifts were operating both outside and inside, BC concentrations increased 2.0-5.6 times. The highest increase was observed when forklifts were operating indoors. The increase in BC concentrations varied by company(company A: 2.0 times, B: 3.2 times, C: 5.6 times, D: 2.1 times, E: 5.1 times, F: 2.6 times). The geometric mean of BC, EC, and $NO_2$ for the forklift operators was $9.6{\mu}g/m^3$, $7.9{\mu}g/m^3$, and 48.9 ppb, respectively. The geometric mean of BC, EC, and $NO_2$ for manufacturing workers was $9.3{\mu}g/m^3$, $0.9{\mu}g/m^3$, and 85.2 ppb, respectively. The mean BC and EC exposure levels for the forklift operators were slightly higher than those for manufacturing workers, but $NO_2$ levels for manufacturing workers were higher than those for the forklift operators(p>0.05). Multiple regression analysis revealed that diesel exhaust emissions standard, forklift weight and forklift manufacturer were the most influential factors in determining worker exposure. Conclusions: In the DEE work environment, workers who perform tasks within the workplace as well as inside forklifts as operators are likely to be exposed to a lack of ventilation. Further study of forklift operators' exposure to DEE indicators should be conducted to include a wider range of occupational and environmental situations, such as collection procedures, seasonal situations, types of fuel used, and number of forklifts.