• Title/Summary/Keyword: food statistics

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Sensory Difference Testing: The Problem of Overdispersion and the Use of Beta Binomial Statistical Analysis

  • Lee, Hye-Seong;O'Mahony, Michael
    • Food Science and Biotechnology
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    • v.15 no.4
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    • pp.494-498
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    • 2006
  • An increase in variance (overdispersion) can occur when a binomial statistical analysis is applied to sensory difference test data in which replicate sensory evaluations (tastings) and multiple evaluators (judges) are combined to increase the sample size. Such a practice can cause extensive Type I errors, leading to serious misinterpretations of the data, especially when traditional simple binomial analysis is applied. Alternatively, the use of beta binomial analysis will circumvent the problem of overdispersion. This brief review discusses the uses and computation methodology of beta binomial analysis and in practice evidence for the occurrence of overdispersion.

A Study on the Living Conditions of Rural Women and the Determinants of Their Life Satisfaction (농촌여성의 생활실태분석과 생활만족도에 영향을 미치는 요인)

  • Bae, Jeong In;Park, Ung Im;Lee, Hye Sang;Ahn, Geun Mee;Jeong, Woon Seon
    • The Korean Journal of Community Living Science
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    • v.24 no.4
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    • pp.485-495
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    • 2013
  • As rural life has shifted with the long term changes in the internal and external conditions of rural communities, this study aims to investigate the living conditions and life satisfaction of rural women. 70 questionnaires in health, clothing, food, shelter, economic conditions and child-rearing fields were used for a survey of 393 rural women from five rural areas in the northern region of Gyeongsangbuk-Do. Statistical techniques of frequency analysis, descriptive statistics, ANOVA, t-test and regression analysis were employed through 'SPSS Statistics 21'. Participants were divided into 3 groups, with Group A with income less than 15 million won, Group B with income of at least 15 million won and less than 30 million won, and Group C with at least 30 million won. For the life satisfaction and health conditions, Group C showed higher scores than Group A. The food security status of rural women in the research area was worse than that in the Korea National Health and Nutrition Examination Survey, and food consumption by Group C was higher than that of Group A and Group B. For the satisfaction of kitchen, bathroom facilities and heating system, the income of 15 million won seemed to be the divisive value where richer groups were more satisfied. Job satisfaction seemed more related with the income amount rather than with the job itself. The parenting efficacy and child-rearing satisfaction were higher for Group C than for Group A. Determinants of life satisfaction turned out to be health conditions, heat susceptibility, fruit consumption, kitchen unit satisfaction, job satisfaction and parenting efficacy.

A Comparison of Reduction of Dental Plaque Control and Oral Malodor according to Hardness of Detergent Food (일부 청정식품의 경도 차이에 따른 치면세균막 제거 및 구취감소 효과 비교)

  • Kim, Min-Ji
    • The Journal of the Korea Contents Association
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    • v.17 no.9
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    • pp.324-330
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    • 2017
  • The aim of this study was to make a comparison of dental plaque control and reduction of oral malodor according to hardness of detergent food. Subjects are 1 male(5.0%) and 19 females(95. 0%), the average age of 20.8 years old. The study was conducted from March 6 to April 24, 2014. Detergent foods which were selected during this experiment were cucumber, cabbage and tomato. The data were analyzed by using SPSS where the PHP Index, plaque rate, $H_2S$, $(CH_3)_2S$, Oral Gas, Expiration Gas were analyzed by Non-parametric Statistics and it was compared to the results of the compared mean whereas factors of detergent food before and after ingestion were analyzed by paired t-test. With all detergent foods, compared with the degree of control of dental plaque before and after ingestion showed a statistically significant difference between PHP index from cucumber, PHP index and plaque rate from tomato, and plaque rate from cabbage.

Dose Sol Raises Consumer Prices? (음력설이 소비자물가에 영향을 미치는가?)

  • Lee, Geung Hui
    • The Korean Journal of Applied Statistics
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    • v.12 no.2
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    • pp.387-387
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    • 1999
  • The traditional holiday, Sol which is based on a lunar calendar, falls in January orFebruary and makes it difficult to analyze time series data accurately. To analyze whetherSol raises consumer prices or not, RegARIMA models and paired t tests are used. It isfound that Sol raises consumer prices of food products significantly, but So1's effects onconsumer prices of all items are not significant.

The level of food literacy and its association with food intake and obesity status among Seoul citizens: results from Seoul Food Survey 2021

  • Hyelim Yoo;Eunbin Jo;Hyeongyeong Lee;Eunji Ko;Eunjin Jang;Jiwon Sim;Kirang Kim;Sohyun Park
    • Nutrition Research and Practice
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    • v.17 no.5
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    • pp.945-958
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    • 2023
  • BACKGROUND/OBJECTIVES: Food literacy (FL) is a crucial skill for selecting sustainable and healthy food options, necessitating the identification of vulnerable groups in the community using valid measurement tools. Identifying weak domains in FL is essential for enhancing the overall FL. This study examined the FL levels of Seoul citizens based on their sociodemographic characteristics and assessed the relationship between FL, food intake, and weight status. SUBJECTS/METHODS: This study utilized the data from the Seoul Food Survey, a cross-sectional study employing representative samples of Seoul citizens. Data collection occurred from September to October 2021, with 4,039 citizens aged 18 yrs and above participating in face-to-face surveys. Thirty-three FL items were assessed, comprising 14 items in the nutrition and safety (NS) domain, eight items in the cultural and relational (CR) domain, and 11 items in the socio-ecological (SE) domain. In addition, data on food intake sufficiency and obesity status were collected. The descriptive statistics, t-tests, analysis of variance, and logistic regression analysis were used for analysis. RESULTS: Men, students, young adults, older citizens, and people experiencing food insecurity had the lowest scores for all the FL domains. The highest quartile group of NS scores had a higher probability of consuming adequate servings of vegetables and fruits, with significant linear trends observed (P for trend < 0.05). In all three FL domains, the odds ratio for obesity was significantly lower in the groups with high FL scores (P < 0.05). CONCLUSIONS: A close relationship was observed between low FL, obesity, and food intake, even after controlling for other covariates. Vulnerable groups with low FL were also identified. Therefore, it is essential to develop programs to improve FL and the health and well-being of these groups.

The Effects of industrial workers' food choice attribute on sugar intake pattern and job satisfaction with Structural Equcation Model

  • Park, Young Il;Joo, Nami
    • Nutrition Research and Practice
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    • v.10 no.4
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    • pp.464-470
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    • 2016
  • BACKGROUND/OBJECTIVES: This research analyzes the effects of the food choices of industrial workers according to their sugar intake pattern on their job satisfaction through the construction of a model on the relationship between sugar intake pattern and job satisfaction. SUBJECTS/METHODS: Surveys were collected from May to July 2015. A statistical analysis of the 775 surveys from Kyungsangnam-do was conducted using SPSS13.0 for Windows and SEM was performed using the AMOS 5.0 statistics package. RESULTS: The reliability of the data was confirmed by an exploratory factor analysis through a Cronbach's alpha coefficient, and the measurement model was proven to be appropriate by a confirmatory factor analysis in conjunction with AMOS. The results of factor analysis on food choice, sugar intake pattern and job satisfaction were categorized into five categories. The reliability of these findings was supported by a Cronbach's alpha coefficient of 0.6 and higher for all factors except confection (0.516) and dairy products (0.570). The multicollinearity results did not indicate a problem between the variables since the highest correlation coefficient was 0.494 (P < 0.01). In an attempt to study the sugar intake pattern in accordance with the food choices and job satisfaction of industrial workers, a structural equation model was constructed and analyzed. CONCLUSIONS: All tests confirmed that the model satisfied the recommended levels for the goodness of fit index, and thus, the overall research model was proven to be appropriate.

Korean research project on the integrated exposure assessment of hazardous substances for food safety

  • Lim, Ji-Ae;Kwon, Ho-Jang;Ha, Mina;Kim, Ho;Oh, Se Young;Kim, Jeong Seon;Lee, Sang-Ah;Park, Jung-Duck;Hong, Young-Seoub;Sohn, Seok-Joon;Pyo, Heesoo;Park, Kyung Su;Lee, Kwang-Geun;Kim, Yong Dae;Jun, Sangil;Hwang, Myung Sil
    • Environmental Analysis Health and Toxicology
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    • v.30
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    • pp.4.1-4.11
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    • 2015
  • Objectives: This survey was designed to conduct the first nationwide dietary exposure assessment on hazardous substances including the intakes of functional food and herbal medicine. In this paper, we introduced the survey design and the results of the dietary exposure status and internal exposure levels of lead (Pb), cadmium (Cd), and mercury (Hg). Methods: We selected 4867 subjects of all ages throughout Korea. We conducted a food survey, dietary survey, biomonitoring, and health survey. Results: Pb and Cd were the highest (median value) in the seaweed ($94.2{\mu}g/kg$ for Pb; $594{\mu}g/kg$ for Cd), and Hg was the highest in the fish ($46.4{\mu}g/kg$). The dietary exposure level (median value) of Pb was $0.14{\mu}g/kg$ body weight (bw)/d, $0.18{\mu}g/kg$ bw/d for Cd, and $0.07{\mu}g/kg$ bw/d for Hg. Those with a blood Pb level of less than $5.00{\mu}g/dL$ (US Centers for Disease Control and Prevention, reference value for those 1 to 5 years of age) were 99.0% of all the subjects. Those with a blood Cd level with less than $0.30{\mu}g/L$ (German Federal Environmental Agency, reference value for non-smoking children) were 24.5%. For those with a blood Hg level with less than $5.00{\mu}g/L$ (human biomonitoring I, references value for children and adults, German Federal Environmental Agency) was 81.0 % of all the subjects. Conclusions: The main dietary exposure of heavy metals occurs through food consumed in a large quantity and high frequency. The blood Hg level and dietary exposure level of Hg were both higher than those in the European Union.

The Effect of Food Choice Motive on Attitude and Intention of Purchasing Organic Food (식품의 선택 동기가 유기농 식품에 대한 태도 및 구매의도에 미치는 영향에 관한 연구)

  • Kim, Dong-Ki;Kim, Sun-Joo;Lee, Kyung-Hee
    • Journal of the Korean Society of Food Culture
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    • v.26 no.5
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    • pp.506-512
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    • 2011
  • Due to an overall increase of income, the general standard of living has improved and people have begun to be interested in being more healthy in their lives. This tendency has affected the food market, especially in relation to organic and eco-friendly food. Thus, the overall market size for those products has grown to give more choices to consumers. To examine the effect of the motive for choosing certain food products on the actual attitude and intent to purchase the products, a survey was given to 330 people living in Seoul, which resulted in 235 usable responses. The content of the questionnaire consisted of 18 questions on food choice motives, 3 questions on the attitude toward organic foods and 3 questions on the intention of purchasing for organic foods. The SPSS 12.0 statistics program was used to analyze of following: frequency analysis, factor analysis, reliability analysis, t-test, one way ANOVA and regression analysis. Five factors of food choice motives were obtained from the analysis: health, convenience, price, familiarity and environmental protection. The regression analysis showed that food choice motive, health and environmental protection factors have a positive relationship with organic food attitudes and organic food attitudes have a positive relationship with the intent to purchase organic food.

Analytic Hierarchy Process Approach to Estimate Weights of Evaluation Categories for School Food Service Program in Korea (계층적 분석 과정을 이용한 학교급식 운영 품질 평가 분야의 중요도 분석)

  • Lee Min-A;Yang Il-Sun;Yi Bo-Sook;Kim Hyun-Ah;Park So-Hyun
    • Journal of Nutrition and Health
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    • v.39 no.1
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    • pp.74-83
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    • 2006
  • The purposes of this study were to (1) identify the evaluation categories, areas, attributes, and criteria of the school food service program using both a qualitative and a quantitative analyses, (2) define the relative importance of the evaluation categories, areas, attributes, and criteria of the school food service program using analytic hierarchy process, (3) organize the evaluation system to improve quality of the school food service in Korea. A survey was conducted from August to October 2004 to collect data from 172 dietitians, 15 school food service officials at the educational board, 10 professionals of school food service. Statistical analyses were performed on the data utilizing the SPSS 12.0 for Windows and Excel, such as Descriptive statistics and analytic hierarchy process was performed. The result of the analytic hierarchy process indicated that relative importance of evaluation category was 0.4319 (food service manage ment), 0.2369 (nutrition education), 0.1455 (satisfaction) and 0.0912 (parent involvement program). 'Sanitation, safety and facility (0.1739)' was the most important area among the subcategories of food service management, followed by nutrition management (0.1581), procurement (0.1375), production (0.1345), organization and personnel management (0.0662), planning (0.0644), food service evaluation (0.0585), financial accountability (0.0555), and information management (0.0554). There existed a relative importance on the three areas of the nutrition program and satisfaction evaluation category: students (0.5281, 0.6221), parents (0.1812, 0.1491), and teachers (0.1838, 0.1618). In the parent involvement program evaluation category, relative importance of committee and monitoring management was 0.4658 and information communication was 0.3724. The quality of food and service to school children can be improved by the appropriate application of the developed evaluation tool for the school food service program.

Dieticians' intentions to recommend functional foods: The mediating role of consumption frequency of functional foods

  • Cha, Myeong-Hwa;Lee, Ji-Yeon;Song, Mi-Jung
    • Nutrition Research and Practice
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    • v.4 no.1
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    • pp.75-81
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    • 2010
  • This study explored the conceptual framework of dieticians' intentions to recommend functional food and the mediating role of consumption frequency. A web-based survey was designed using a self-administered questionnaire. A sample of Korean dieticians (N=233) responded to the questionnaire that included response efficacy, risk perception, consumption frequency, and recommendation intention for functional foods. A structural equation model was constructed to analyze the data. We found that response efficacy was positively related to frequency of consumption of functional foods and to recommendation intention. Consumption frequency also positively influenced recommendation intention. Risk perception had no direct influence on recommendation intention; however, the relationship was mediated completely by consumption frequency. Dieticians' consumption frequency and response efficacy were the crucial factors in recommending functional foods. Dieticians may perceive risks arising from the use of functional foods in general, but the perceived risks do not affect ratings describing dieticians' intentions to recommend them. The results also indicated that when dieticians more frequently consume functional foods, the expression of an intention to recommend functional foods may be controlled by the salience of past behaviors rather than by attitudes.