• Title/Summary/Keyword: Regression testing

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A Empirical Study on Influencing Factors of Fire Official's Job Satisfaction as a Inner Client - With Special Reference to Daejeon Metropolitian City's Case - (내부고객으로서 소방공무원의 직무만족 영향요인에 관한 경험적 연구 - 대전광역시 사례를 중심으로 -)

  • Song, Yong-Sun
    • Fire Science and Engineering
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    • v.22 no.2
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    • pp.70-83
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    • 2008
  • This study examine the factors of job satisfaction and searches wheather job satisfaction has relation to fire official's performance of work. The purpose of this study is suggest management that can promote job satisfaction of fire officials. This is based on the survey from fire officials in Daejeon metropolitian city. For testing hypothesis casual analysis is needed the major methods of this study is used factors analysis, correlations analysis, and multi regression analysis. Following are the major finds. There are statistically significant relations between 5 independent variables (job motivations, organizational management factors, staff management factors, work environment factors, human relations factors) and job satisfaction of fire officials. But, there are no statistically significant relations between demographic variable(gender, age, position, years of serving and job satisfaction).

FACTORS INFLUENCING FEED EFFICIENCY AND BACKFAT THICKNESS IN STATION TESTED BEEF BULLS

  • Liu, M.F.;Makarechian, M.;Price, M.A.;Huedepohl, C.
    • Asian-Australasian Journal of Animal Sciences
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    • v.8 no.5
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    • pp.495-498
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    • 1995
  • Records taken on 372 young beef bulls tested at the Ellerslie Bull Test Station, Alberta, Canada from November 1981 to April 1987 were analyzed to quantify the effects of age of dam, on-test age, on-test liveweight and herd of origin of bull on feed efficiency (feed/gain, kg/kg) in the test period (n = 231) and ultrasonic measurement of bakcfat thickness (mm) at the end of the test (n = 372). The reduction in $R^2$ due to each influencing factor (i.e. the variation accounted for by the factor) was used to indicate the importance of the influencing factor. Age of dam and on-test age of bull were not important factors on feed/gain and ultrasonic backfat thickness, as they accounted for less than 0.5% of the variation in feed/gain and ultrasonic backfat thickness, respectively (p > 0.1). On-test liveweight had some influence on feed/gain and ultrasonic backfat thickness, accounting for 3.5% (p < 0.01) and 0.4% (p < 0.05) of the total variation, respectively. The regression coefficients of feed/gain and ultrasonic backfat thickness on on-test liveweight were 0.016 (kg/kg)/kg and .013 mm/kg, respectively, both being significant (p < 0.05), indicating that lighter bulls entering the test were generally more efficient in feed utilization in the test period and had less backfat at the end of the test than heavier entering bulls. Herd of origin of bull accounted for a substantial amount of the total variation (> 16%) in feed/gain and ultrasonic backfat thickness (p = 0.08), indicating that a prolonged aqjustment period was needed to reduce the influence of herd of origin when assessing aggregate genetic merit of beef bulls for growth rate, feed efficiency and lean meat production using a central station performance testing program.

Practice and Barriers of Mammography among Malaysian Women in the General Population

  • Al-Naggar, Redhwan A.;Bobryshev, Yuri V.
    • Asian Pacific Journal of Cancer Prevention
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    • v.13 no.8
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    • pp.3595-3600
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    • 2012
  • Objective: The objective of this study was to determine the practice and barriers of mammography and associated factors among Malaysian women in the general population. Methodology: A cross-sectional study was conducted among 200 women in Shah Alam, Selangor; Malaysia. The questionnaire contained 27 questions and was comprised of two sections; socio-demographic characteristics and practices, knowledge and barriers of mammography. All the data were analyzed using the Statistical Package for the Social Sciences (SPSS) 13.0. Results: Of the 200 Malaysian women who participated in this study, the majority were under the age of 50 years (65.5%), Malay (86%), and married (94.5%). Regarding any family history of cancer in general, the majority of the participants had none (78%). However, some did report a close relative with breast cancer (16.5%). While the majority of them knew about mammography (68%), 15% had had a mammogram once in their life and only 2% had the procedure every two or three years. Univariate analysis showed that age, family history of cancer, family history of breast cancer, regular supplement intake, regular medical check-up and knowledge about mammogram were significantly associated with mammogram practice among the general population (p=0.007, p=0.043, P=0.015, p=0.01, p=0.001, p<0.001; respectively). Multivariate analysis using multiple linear regression test showed that age, regular medical check-up and knowledge about mammography testing were statistically associated with the practice of mammography among the general population in Malaysia (p=0.035, p=0.015 and p<0.001; respectively). Lack of time, lack of knowledge, not knowing where to go for the test and a fear of the test result were the most important barriers (42.5%, 32%, 21%, 20%; respectively). Conclusion: The practice of mammogram screening is low among Malaysian women.

An Empirical Study on the Forwarder's Satisfaction to Service Quality (해공복합운송 서비스품질이 포워더의 만족에 미치는 영향)

  • Choi, Dong-Oh
    • Journal of Korea Port Economic Association
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    • v.28 no.2
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    • pp.195-211
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    • 2012
  • As the globalisation of corporate's managemental environment, all parts of logistics such as procurement, production and sales are globalized. The ways of transportation in Korea and Japan, where are difficult to use land-transportation, are sea-transportation and air-transportation. Sea & air is a way of the international transportation which is combined by Sea and Air to reduce the transportation fee and shorten the delivery time. The main body of multimodal transportation service is the corporate, actual carrier who undertakes the actual transport. It is essential to establish service quality to maintain their going concern. In other words, the actual carrier has to emphasize the importance of service quality to forwarder tan any other business conditions. In this study, we examine the determinants of service quality for actual carrier in multimodal transportation. Through the multi-regression analysis based on SERVPERF by Cronin and Taylor (1992), we analyze the service quality dimensions of actual carrier. Also we examine the relations between the determinants and customer's satisfaction. Using statistical hypothesis testing, the determinants of service quality are reliability, responsiveness, assurance, tangibles, and we could look into the factors which the actual carrier should control with priority.

Associations between Early Hyperoxia and Long Term Neurologic Outcome in Acute Carbon Monoxide Poisoning (급성 일산화탄소 중독환자에서 병원 전 고산소혈증이 장기 신경학적 예후에 미치는 영향)

  • Kim, Ju Chan;Chun, Byeong Jo;Moon, Jeong Mi;Cho, Young Soo
    • Journal of The Korean Society of Clinical Toxicology
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    • v.18 no.1
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    • pp.18-25
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    • 2020
  • Purpose: We studied the impact of arterial oxygen tension (PaO2) on the long term neurologic outcome in patients with acute carbon monoxide poisoning. Methods: The study population included 311 patients who presented to emergency department with acute CO poisoning from January 2015 to January 2018. These patients underwent arterial blood gas testing at the time of presentation. The baseline demographic, clinical, laboratory, and clinical outcome data were recorded. The primary outcome of interest was the long term neurologic status. Results: The normoxia group was significantly older and it had a higher incidence of diffusion weighted MRI abnormality, and this group needed multiple HBO sessions compared to the group with moderate or severe hyperoxia. Also, the incidence of altered mentality at discharge was higher in the normoxia group than that of the moderate hyperoxia group. The incidence of a poor long term neurologic outcome was 11.3%. The incidence of a poor long term neurologic outcome decreased as the PaO2 increased. The PaO2 was significantly lower in patients with a poor long term neurologic outcome than that of the patients with a good outcome 198 (165.2 to 231.1) mmHg in the good outcome group vs. 154 (119-162) mmHg in poor outcome, p<0.001). In multivariate logistic regression analysis, PaO2 was selected as an independent factor of the poor long-term neurologic outcome (OR 0.981 (95% CI: 0.968 to 0.995)) Conclusion: Higher PaO2 was independently associated with a lower incidence of a poor long-term neurologic outcome.

An Epidemiological Study on Biosecurity Practices on Commercial Pig Farms in Korea: Risk Factors for Porcine Reproductive Respiratory Syndrome Virus Infection (국내 양돈장의 차단방역 수준에 대한 역학적 연구: 돼지생식기호흡기증후군 위험요인 분석)

  • Kim, Kyu-Wook;Pak, Son-Il
    • Journal of Veterinary Clinics
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    • v.32 no.1
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    • pp.78-84
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    • 2015
  • Although researches have highlighted the important role of enhanced farm biosecurity to reduce the severity and prevalence of diseases in livestock, to date there has been little study in Korea on farmers' adoption of biosecurity measures to control porcine reproductive and respiratory syndrome virus (PRRSV) infection. To mitigate the risk of PRRSV infection in pigs, the risk factors by which PRRSV is introduced in pig farms must be determined. The primary aim of this study was to investigate pig producers' perceptions about on-farm biosecurity practices. We also analyzed data obtained from a cross-sectional study on 196 farrow-to-finish farms conducted between March 2013 and February 2014 to identify risk factors for PRRSV infection at farm level. Standardized questionnaires with information about basic demographical data and management practices were collected in each farm by on-site visit of trained veterinarians. Farms were classified as negative or positive through the use of infection profiles that combined data on PCR positive pigs and serological testing including antibody titer, sero-conversion pattern at each age category, and vaccination status. Data on biosecurity practices, farm management and environmental characteristics were analyzed using multivariate ordinal logistic regression. Generally, the biosecurity level in the pig farms included in this study were insufficient to reduce/prevent the risk of PRRSV infection given the high pig density areas and the considerable extent of vehicle movement. Factors associated with PRRSV infection were those where owners used on-farm vaccination programs had a lower risk of infection (OR = 0.19, 95% CI 0.06-0.61). The results from the analysis may guide to tailor biosecurity measures in the reduction or prevention of PRRS to the specific circumstances of pig farms in different localities of the world. To the best knowledge of the authors, this is the first study to report information on the biosecurity practices currently implemented on Korean pig farms.

The Effects of Children's Temperament and Playfulness on Their Leadership (사회인구학적 변인, 기질과 놀이성이 유아의 리더십에 미치는 영향)

  • Lee, Bok Dong;Moon, Hyuk Jun
    • Korean Journal of Childcare and Education
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    • v.8 no.4
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    • pp.97-111
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    • 2012
  • This goal of this study was to find relationships between variables that have an influences on young children's leadership. The subjects of the study were 251 five year old children enrolled in childcare programs located in Seoul & Gyeonggi-do, Korea, the methods for analyzing children's leadership were t-tests, a correlation analysis and the multiple regression analysis which was used to recognize what factor affected the leadership of young children the most. The result of this study was that there was a difference between the sub-factor and leadership of playfulness according to the gender and birth order of young children and whether their mother was working out or not. In other words, there was a difference in the leadership and temperament according to gender and birth order and whether their mother was working out or not. Secondly, there was partial correlation between the temperament of young children, playfulness, and leadership according to the testing of the low-level variable factor. Thirdly, the strongest predictor of children's leadership wad the social independence among playfulness.

Influence of a Nutrition Teacher's Servant Leadership on Cooks' Empowerment & Organizational Commitment (영양교사의 서번트 리더십이 조리원의 임파워먼트와 조직몰입에 미치는 영향)

  • Choi, Tae-Sun
    • Culinary science and hospitality research
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    • v.20 no.4
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    • pp.239-252
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    • 2014
  • This study aimed to identify the influence of a nutrition teacher's servant leadership on cooks' empowerment and organizational commitment in school organization. For this purpose, this study selected 288 cooks working in elementary, middle and high schools located in Daegu city, and conducted a survey toward them. The collected data were analyzed with the frequency analysis, the reliability verification, the correlation test, and the multi-regression analysis. As the results testing the hypotheses, the following 3 hypotheses were chosen as valid ones. First hypothesis: A nutrition teacher's servant leadership will positively(+) influence on cooks' empowerment. Second hypothesis: A nutrition teacher's servant leadership will positively(+) influence on cooks' organizational commitment. Third hypothesis: A cook's servant empowerment will positively(+) influence on his/her organizational commitment. Therefore, nutrition teachers should exercise their servant leadership so that cooks can be responsible for the quality of school meals and perform their work on the basis of autonomy and creativity. In order to perform the role of a servant leader, nutrition teachers will need to continually get various educational, training programs for enhancing their servant leadership.

Detection of Imprinted Quantitative Trait Loci (QTL) for Growth Traits in Pigs

  • Lee, H.K.;Lee, S.S.;Kim, T.H.;Jeon, G.J.;Jung, H.W.;Shin, Y.S.;Han, J.Y.;Choi, B.H.;Cheong, I.C.
    • Asian-Australasian Journal of Animal Sciences
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    • v.16 no.8
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    • pp.1087-1092
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    • 2003
  • As an experimental reference population, crosses between Korean native pig and Landraces were established and information on growth traits was recorded. Animals were genotyped for 24 microsatellite markers covering chromosomes 2, 6, and 7 for partial-genome scan to identify chromosomal regions that have effects on growth traits. quantitative trait loci (QTL) effects were estimated using interval mapping by the regression method under the line cross models with a test for imprinting effects. For test of presence of QTL, chromosome-wide and single position significance thresholds were estimated by permutation test and normal significance threshold for the imprinting test were derived. For tests against the Mendelian model, additive and dominance coefficients were permuted within individuals. Thresholds (5% chromosome-wide) against the no-QTL model for the analyzed traits ranged from 4.57 to 4.99 for the Mendelian model and from 4.14 to 4.67 for the imprinting model, respectively. Partial-genome scan revealed significant evidence for 4 QTL affecting growth traits, and 2 out of the 4 QTLs were imprinted. This study demonstrated that testing for imprinting should become a standard procedure to unravel the genetic control of multi-factorial traits. The models and tests developed in this study allowed the detection and evaluation of imprinted QTL.

Predicting the Digestible Energy of Rapeseed Meal from Its Chemical Composition in Growing-finishing Pigs

  • Zhang, T.;Liu, L.;Piao, X.S.
    • Asian-Australasian Journal of Animal Sciences
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    • v.25 no.3
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    • pp.375-381
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    • 2012
  • Two experiments were conducted to establish a digestible energy (DE) content prediction model of rapeseed meal for growing-finishing pig based on rapeseed meal's chemical composition. In experiment 1, observed linear relationships between the determined DE content of 22 rapeseed meal calibration samples and proximate nutrients, gross energy (GE) and neutral detergent fiber (NDF) were used to develop the DE prediction model. In experiment 2, 4 samples of rapeseed meal selected at random from the primary rapeseed growing regions of China were used for testing the accuracy of DE prediction models. The results indicated that the DE was negatively correlated with NDF (r = -0.86) and acid detergent fiber (ADF) (r = -0.73) contents, and moderately correlated with gross energy (GE; r = 0.56) content in rapeseed meal calibration samples. In contrast, no significant correlations were found for crude protein, ether extract, crude fiber and ash contents. According to the regression analysis, NDF or both NDF and GE were found to be useful for the DE prediction models. Two prediction models: DE = 16.775-0.147${\times}$NDF ($R^2$ = 0.73) and DE = 11.848-0.131${\times}$NDF+0.231${\times}$GE ($R^2$ = 0.76) were obtained. The maximum absolute difference between the in vivo DE determinations and the predicted DE values was 0.62 MJ/kg and the relative difference was 5.21%. Therefore, it was concluded that, for growing-finishing pigs, these two prediction models could be used to predict the DE content of rapeseed meal with acceptable accuracy.