• Title/Summary/Keyword: GLM

Search Result 186, Processing Time 0.022 seconds

Survey Study: How Customer Attributes and Menu Selection Criteria are Related to Customer Support for Menu Labeling (레스토랑 메뉴의 영양정보공개 지지도에 따른 메뉴선택속성 및 소비자 특성에 관한 연구)

  • Kim, Sun-Joo;Cho, Meehee
    • Journal of the Korean Society of Food Culture
    • /
    • v.29 no.3
    • /
    • pp.231-239
    • /
    • 2014
  • We studied customer recognition and understanding of menu labeling as well as the correlations between customer support for menu labeling and multiple factors, such as demographic characteristics, dinning-out behavior, and menu selection criteria. This study designed a survey and received responses from 351 individuals. The analysis results reveal that most respondents did not acknowledge menu labeling or lacked knowledge of it. Many of the respondents showed experience in ordering from menus with ingredient labels, but many showed no interest in menu labeling. Exactly 114 (32.5%) respondents showed support of menu labeling, and most were interested in levels of trans-fat, fat, and cholesterol. The respondents reported that menu labeling should be implemented more in fast-food restaurants and causal dinning restaurants. This study also analyzed how customer menu selection criteria are related to support level of menu labeling. Respondents were classified into three groups based on their support level for menu labeling (low medium high), after which correlations between customer menu selection criteria and support level were examined. Respondents in the high support group considered all menu selection criteria (i.e., ingredients, health, and consideration of calories). GLM analysis showed that monthly dining-out expenses were highly related to support level with a significance level of 0.05, and the interaction between monthly dining-out expenses and respondents' jobs also affected support level with a significance level of 0.01.

Characteristics of Spectral Reflectance for Corns and Legumes at OSMI(Ocean Scanning Multi-spectral Imager) Bands (OSMI 파장영역에서 옥수수와 두류작물의 분광반사특성)

  • 홍석영;임상규;황선주;김선오
    • Korean Journal of Remote Sensing
    • /
    • v.14 no.4
    • /
    • pp.343-352
    • /
    • 1998
  • Spectral reflectance data of upland crops at OSMI bands were collected and evaluated for the feasibility of crop discrimination knowledge-based on crop calendar. Effective bands and their ratio values for discriminating corn from two other legumes were defined with OSMI equivalent bands and their ratio values. For corn discrimination from two other legumes, peanut and soybean, June 22 among measurements dates was the best since all OSMI equivalent bands and their ratio values in June 22 were highly significant for corn separability. Phenological growth stage of a silage corn (rs510) could be estimated as a function of spectral reflectance in vegetative stage. Five growth stage prediction models were generated by the SAS procedures REG and STEPWISE with OSMI equivalent bands and their ratio values in vegetative stage.

Analyzing the Effect of Management Strategies on Gum Talha Yield from Acacia Seyal, South Kordofan, Sudan

  • Mohammed, M.H.;Roehle, H.
    • Journal of Forest and Environmental Science
    • /
    • v.27 no.3
    • /
    • pp.135-141
    • /
    • 2011
  • The present study was carried out from September 2007 to February 2008 in Umfakarin natural forest reserve, South Kordofan, Sudan. The objective was to analyze the effect of different management strategies on yield of gum talha from Acacia seyal. A total of 493 single target trees were selected, based on their diameters, and assigned to tapping treatments in three different stand densities (making a total of nine treatments per stand density). The treatments are as follows: tapping date with three levels (first of October, 15 October and first of November) and two levels of local tapping tools (sonki, and makmak). Untapped trees were used as control. The first picking of gum was started fifteen days after tapping while the subsequent pickings were done in intervals of fifteen days. Yield per tree throughout the season was obtained by summing up the gum yield from all pickings. Yield throughout the season (from first to the last picking) were analyzed. General linear model (GLM) was used to test the effect of different tapping treatments on the yield of gum talha. Post hoc test after analysis of variance (ANOVA) based on Scheffe test was performed to examine the differences in gum yield as a result of different management strategies. The results showed that tapping has a significant influence on gum yield. Analysis of pick-to-pick yield indicated that only three treatments in dense stand density showed a decreasing pattern while the rest of treatments either have constant or unclear patterns. The results of the present study were based on a single season data and that may underscore the real effect of Acacia seyal stands' management strategies on gum talha yield. Conducting gum yield experiments in permanent trial plots are highly recommended in order to analyze gum yield of seasonal time series.

Validity and Reliability of a Korean Version of Yale Food Addiction Scale for Children (YFAS-C) (한국판 청소년용 음식중독도구의 타당도와 신뢰도)

  • Kim, Jung Ho;Song, Ji Hyun;Kim, Ran;Jang, Mi Young;Hong, Hyon Joo;Kim, Hyun Ji;Shin, Sung Hee
    • Journal of Korean Academy of Nursing
    • /
    • v.49 no.1
    • /
    • pp.59-68
    • /
    • 2019
  • Purpose: This study evaluated the psychometric properties of the Korean version of Yale Food Addiction Scale for Children (YFAS-C). Methods: Participants were 419 young adolescent students (11~15 years old). The content validity of the expert group was calculated as the content validity index (CVI) after the translation and reverse translation process of the 25 items of the YFAS-C. The multitrait-multimethod matrix (MTMM) method was used to verify the construct validity; the generalized linear model (GLM) was used to evaluate the concurrent and incremental validity. Reliability was calculated as Kuder-Richardson-20 (KR-20) and Spearman-Brown coefficients. Results: The CVI of the 25 items was greater than the item-level CVI .80 and the scale-level CVI .90. The Korean version of YFAS-C had verified convergent validity in emotional eating and external eating and discriminant validity in restrained eating. In addition, it had verified concurrent validity in emotional eating and external eating. Finally the incremental validity of the Korean version of YFAS-C was statistically significant on BMI. Reliability was KR-20 ${\alpha}=.69$ and the Spearman-Brown coefficient was .64. Conclusion: The Korean version of YFAS-C is a valid and reliable scale for measuring the severity of food addiction; it can be a useful scale for preventing obesity by predicting food addiction early.

Stock assessment and management of blackthroat seaperch Doederleinia seaperch using Bayesian state-space model (베이지안 State-space 모델을 이용한 눈볼대 자원평가 및 관리방안)

  • CHOI, Ji Hoon;KIM, Do Hoon;CHOI, Min-Je;KANG, Hee Joong;SEO, Young Il;LEE, Jae Bong
    • Journal of the Korean Society of Fisheries and Ocean Technology
    • /
    • v.55 no.2
    • /
    • pp.95-104
    • /
    • 2019
  • This study is aimed to take a stock assessment of blackthroat seaperch Doederleinia seaperch regarding the fishing effort of large-powered Danish Seine Fishery and Southwest Sea Danish Seine Fishery. For the assessment, the state-space model was implemented and the standardized catch per unit effort (CPUE) of large powered Danish Seine Fishery and Southwest Sea Danish Seine Fishery which is necessary for the model was estimated with generalized linear model (GLM). The model was adequate for stock assessment because its r-square value was 0.99 and root mean square error (RMSE) value was 0.003. According to the model with 95% confidence interval, maximum sustainable yield (MSY) of Blackthroat seaperch is from 2,634 to 6,765 ton and carrying capacity (K) is between 33,180 and 62,820. Also, the catchability coefficient (q) is between 2.14E-06 and 3.95E-06 and intrinsic growth rate (r) is between 0.31 and 0.72.

Perceived Intrinsic and Extrinsic Rewards on Nurses' Job Enthusiasm (인지된 내적 외적 보상이 간호사의 직무 열정에 미치는 영향)

  • Kim, Jae-Hee
    • Journal of the Korean Applied Science and Technology
    • /
    • v.38 no.6
    • /
    • pp.1423-1432
    • /
    • 2021
  • This study aimed to understand the relationship between nurses' rewards and job enthusiasm, using the data from the 5th Korean Working Conditions Survey(2017). The subjects of this study consist of 359 nurses randomly sampled nationwide(218 from youth group, 141 from midddle age group). The effects of intrinsic and extrinsic rewards on job enthusiasm was indentified through GLM analysis. The results reveal that, for the entire group, participation in decision making, sense of achievement, self esteem, career prospects, recognition at work, work-life balance influence job enthusiasm. For the youth group, participation in decision making, sense of achievement, self esteem, career prospects, and work-life balance are the influencing factors; while for the middle age group, sense of achievement, self-esteem, and recognition at work are the influencing factors. In conclusion, we suggest establishing a reward system that incorporates participation in decision making, sense of achievement, self esteem, career prospects, recognition at work, and work-life balance, in order to boost nurses' job enthusiasm. Also, taking age groups into account when establishing such system may improve efficiency.

An experimental study on the application of escape device in a net pot for protecting of small giant octopus (Octopus dofleini) (어린 대문어(Octopus dofleini) 보호를 위한 통발의 탈출장치 적용에 대한 실험적 고찰)

  • KIM, Seonghun
    • Journal of the Korean Society of Fisheries and Ocean Technology
    • /
    • v.58 no.3
    • /
    • pp.193-198
    • /
    • 2022
  • In this study, for the purpose of reducing the catch of small giant octopus in a net pot, an escape experiment of octopus was performed on five types of escape rings of different sizes. As a result of the experiment, the smallest giant octopus with a weight of 406 g was found to escape from an escape ring with a diameter of 30 mm or larger, and 592 g octopus, a weight similar to the octopus of the current minimum landing weight (600 g), escaped from an escape ring with a diameter of larger than 40 mm. An individual weight with 406 g becomes 39 mm when converted from a diameter of 25 mm circular escape vent; that is, the circumference to the inner diameter of the mesh. It can be inferred that the converted mesh size of 39 mm cannot escape. Logistic regression analysis was performed using a generalized linear model (GLM) to investigate the correlation between the ratio of escape ring size/Mantle diameter (R/MD) and the escape rate. As a result, it was found that there was a significant correlation between the R/MD ratio and the escape rate and that the higher the R/MD ratio, the greater the escape rate. As a result of logistic regression analysis, the R/MD value was denoted 0.520 with the 50% escape rate. In addition, it can be estimated to be about 50 mm when converted to the mesh size. Therefore, in this study, the diameter of the escape ring and the size of the escape possible of the octopus were experimentally considered. It was found that there was a significant correlation.

Novel polymorphisms of dopa decarboxylase gene and their association with lamb quality traits in Indonesian sheep

  • Ratna Sholatia Harahap;Ronny Rachman Noor;Yuni Cahya Endrawati;Huda Shalahudin Darusman;Asep Gunawan
    • Animal Bioscience
    • /
    • v.36 no.6
    • /
    • pp.840-850
    • /
    • 2023
  • Objective: This study aimed to investigate the polymorphisms of the dopa decarboxylase (DDC) gene and association analysis with lamb quality and expression quantification of the DDC gene in phenotypically divergent Indonesian sheep. Methods: The totals of 189 rams with an average body weight of 24.12 kg at 10 to 12 months were used to identify DDC gene polymorphism using polymerase chain reaction-restriction fragment length polymorphism (PCR-RFLP). Among 189 rams, several rams representing various sheep genotypes were used for an association study between genotypes and phenotypic traits with proc general linear model (GLM) analysis. In addition, the gene expression analysis of the DDC mRNA in the phenotypically divergent sheep population was analyzed using quantitative reverse-transcription PCR. Results: The DDC gene (g. 5377439 G>A) showed polymorphisms that indicated three genotypes: AA, AG, and GG. The DDC gene polymorphism was significantly associated (p≤0.05) with carcass characteristics including carcass percentage, carcass length, hot and cold carcass; physical properties of lamb quality including pH value; retail cut carcass; fatty acid composition such as fat content, pentadecanoic acid (C15:0), tricosylic acid (C23:0), lignoceric acid (C24:0), oleic acid (C18:1n9c), elaidic acid (C18:1n9t), nervonic acid (C24:1), linoleic acid (C18:2n6c), arachidonic acid (C20:4n6), cervonic acid (C22:6n3); and mineral content including potassium (K). The GG genotype of the DDC gene had the best association with lamb quality traits. The DDC gene expression analysis mRNA showed no significant difference (p≥0.05) between lamb quality traits. Conclusion: The DDC gene could be used as a potential candidate gene to improve lamb quality.

A longitudinal Analysis of Participation in Volunteer Activities and Adolescent Self-Esteem (청소년 자원봉사활동과 자아존중감의 관계에 관한 종단적 연구)

  • Lee, Sung-Eun
    • Korean Journal of Social Welfare Studies
    • /
    • v.40 no.2
    • /
    • pp.313-335
    • /
    • 2009
  • The objective of this study was to examine the association between participation in volunteer activities and self-esteem among adolescents. This study used data from the wave3-5(2005-2007) of Korean Youth Panel Study(KYPS). This study analyzed data of 3,449 second grade middle school students cohort. Fixed effects model using Proc GLM procedure in SAS was adopted to examine association between participation in volunteer activities and self-esteem among study participants. The results show that life satisfaction, appearance stress, relationship with parents, relationship with siblings, grades, relationship with teachers, and relationship with friends were significantly associated with self-esteem. Volunteer activities participation was associated with increased level of self-esteem.

The relationship between shift work pattern and thyroid stimulating hormone in female workers

  • Hun Jeong;Chang Ho Chae;Jun Ho Lee;Hyo Won Chong
    • Annals of Occupational and Environmental Medicine
    • /
    • v.35
    • /
    • pp.14.1-14.10
    • /
    • 2023
  • Background: Shift work is known to cause changes in the circadian rhythm of the human body and adversely affect not only physical health but also mental health. Some studies have demonstrated the correlation between shift work and thyroid stimulating hormone (TSH), a hormone that changes according to the diurnal rhythm, but few studies have reported the different TSH levels according to the shift work type. This study aimed to investigate changes in TSH according to the shift work type. Methods: This study included 1,318 female workers who had a medical checkup at a university hospital in Changwon from 2015 to 2019. Shift work types were classified as non-shift work, regular 2 shifts, and irregular three shifts, and a TSH ≥ 4.2 mIU/L was defined as abnormal. A general linear model (GLM) was used to compare the TSH levels and the risk of subclinical hypothyroidism in each year, and a binary logistic analysis was performed using a generalized estimation equation (GEE) to compare the risk of subclinical hypothyroidism over the 5-year period. Results: Of the 1,318 participants included in this study, 363, 711, and 244 were non-shift, two-shift, and irregular three-shift workers, respectively. In the GEE analysis, after adjusting for age, body mass index, smoking, and alcohol consumption, the odds ratios (ORs) were 1.81 (95% confidence interval [CI]: 1.15-2.86; p = 0.011) in 2 shifts and 2.02 (95% CI: 1.23-3.32; p = 0.006) in irregular three shifts, compared to non-shift. Conclusions: Our results showed that shift work had a higher risk of subclinical hypothyroidism than non-shift work and that there was a significant difference in the risk of subclinical hypothyroidism according to the shift work type. These findings suggest that the shift work type can be considered in future thyroid function tests and evaluations.