• 제목/요약/키워드: Spearman's Correlation

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코로나 19와 서울 소상공인 상권의 상관관계 분석 (The Analysis of Correlation Between COVID-19 and Seoul Small Business Commercial Districts)

  • 김재호;김장영
    • 한국정보통신학회논문지
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    • 제25권3호
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    • pp.384-388
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    • 2021
  • 현재 국내든, 해외든 코로나19로 인해 많은 소상공인들이 피해를 입고 있고, 많은 점포들이 문을 닫고 있는 것이 현실이다. 국가재난지원금을 통해 소비자들의 소비를 격려하면서 어느 정도 피해를 막으려고 하지만, 소상공인들의 폐업을 막는 것은 힘들게 되었다. 2020년 9월 서울기준, 코로나19사태로 인해 점포2만곳 이상이 폐점되었고, 코로나 19블루로 인해 우울증에 호소하는 사람들도 많아졌다. 이 문제는 서울, 대한민국뿐만이 아닌, 전 세계적으로 코로나 19 사태에 피해입은 전 지역에 대한 문제다. 코로나19의 환자 수가 증가할수록 점포 수는 꾸준히 줄어들고 있다. 이를 피어슨, 스피어만, 켄달의 상관계수를 분석해 코로나19 환자 수와 점포 수의 음의 상관관계를 나타낸다는 것을 제시한다.

웹 기반 시스템을 이용한 반정량적 식품섭취빈도 조사지의 적용 및 평가 (Application and Evaluation of Web-based Food Frequency Questionnaire for Korean Adolescents)

  • 염진희;이승민
    • 대한지역사회영양학회지
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    • 제21권5호
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    • pp.440-450
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    • 2016
  • Objectives: We previously developed a dish-based semi-quantitative food frequency questionnaire (FFQ) for Korean adolescents and reported that it had reasonable reliability and validity. The objective of the current study was to construct a web-based dietary evaluation system applying the FFQ for Korean adolescents and examine its applicability in the context of reliability and validity. Methods: A web-based food frequency questionnaire system was designed using a comprehensive approach, incorporating not only dietary data survey but also up-to-date nutrition information and individualized eating behavior guidelines. A convenience sample of 50 boys and girls aged 12~18 years agreed to participate in the study and completed the FFQ twice and 3 days of dietary recall on the developed website during a two-month period. The FFQ's reliability and validity was examined using correlation and cross classification analysis. We also measured participants' subjective levels of the web site's usability, visual effect, understanding, and familiarity. Results: Spearman correlation coefficients for reliability ranged from 0.74 (for vitamin A) to 0.94 (for energy). From cross-classification analyses, the proportion of subjects in the same intake quartile was highest for energy (82.0%) and lowest for vitamin A (56.0%). With regard to validity analysis, Spearman correlation coefficients ranged from 0.34 (for fiber) to 0.79 (for energy). The proportions of subjects in the opposite categories between the first FFQ and 3-day diet recall data were generally low from 0.00% (for fat) to 36.2% (for sodium). Average subjective levels of the website's usability, visual effect, understanding, and familiarity were all found to be over 4 points out of 5 points. Conclusions: The web-based dietary evaluation system developed can serve as a valid and attractive tool for administering FFQ to Korean adolescents.

반 정량 식품빈도 조사법 (SQFFQ)과 24시간 회상법을 이용한 영양평가 Software 개발 (Software for Nutritional Assessment Using a Semi-Quantitative Food Frequency Questionnaire and the 24-hour Recall Method)

  • 이상아;이경신;김형숙;이해정;최혜미
    • 대한지역사회영양학회지
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    • 제7권4호
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    • pp.548-558
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    • 2002
  • The purpose of this study was to develop a computer software program for nutritional assessment using a Semi-Quantitative Food Frequency Questionnaire (SQFFQs) and the 24-hour Recall Method. The software for the SQFFQ was divided into input, output, and database. For dietary analyses, recipe and food databases were used. The recipe database included 25 items and the food database was divided into 18 food groups. The food database was composed of 19 general nutrient items, 33 fatty acids, and 18 amino acids. The software developed in this study can be summarized as follows: 1) input items related to the individual s ages information, lifestyle, biological values, and dietary habits; 2) individualized data in percent of the Korean RDA, the energy ratios of carbohydrates, proteins and fats, the ratio of animal to plant source intakes, and the distribution of food group intakes; 3) Statistical data on the individual's information, lifestyle, biological values, and dietary intakes including the frequency of intake of cooked foods, the amounts of food, and the number of food groups, and nutrients. In the 24-hour Recall Method, the input and output consisted of the individual s information and cooked dish intakes. The individual s report included the amounts of nutrient intake according to number of meal and days, in comparison to the Korean RDA, the energy ratio for carbohydrates, proteins and fats, the ratio of animal to plant source intakes, and the distribution of food group intakes. The statistical report presented the number of food groups and foods, and the nutrient intakes. To evaluate the validity of the SQFFQ, the Spearman Rank Order Correlation and kappa values were used. As a result, correlation coefficients comparing the 24-hour Recall Method appeared to be more than 0.5, except for vitamin $B_1, B_2$, niacin, and vitamin E. The kappa values for energy and carbohydrate intakes were both 0.7, and protein, fat, vitamin C, folate, Ca, and iron intakes ranged from 0.3 to 0.7.

치과위생사에 대한 환자만족도와 치과 치료지시 이행도의 관계 (Relationship between dental care compliance and patients' satisfaction about dental hygienist)

  • 김선영
    • 한국치위생학회지
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    • 제19권6호
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    • pp.1015-1024
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    • 2019
  • Objectives: This study aimed to examine the correlation between dental care compliance and patients' satisfaction about dental hygienists who are oral health care experts likely to lead patients' motivation. Methods: From June 11 to September 30, 2019, a questionnaire survey was conducted and a total of 189 people completed a structured questionnaire evaluating patient's satisfaction and dental compliance. Data were analyzed using non-parametric tests such as Mann-Whitney test, Kruskal-Wallis rank test, and Spearman's correlation. Results: There was a statistically significant correlation between dental care compliance and the area of good impression (r=0.187, p<0.001), support for interpersonal support (r=0.346, p<0.001), and dissatisfaction (r=0.304, p<0.001). Conclusions: It is necessary to continuously study and identify ways to enhance dental care compliance and patients' satisfaction.

분위수의 점근적 분산을 이용한 신뢰성 설계 (Reliability Design using Asymptotic Variance of Inverse Cumulative Distribution Function)

  • 조형진;백석흠;홍순혁;조석수;주원식
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2005년도 춘계학술대회 논문집
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    • pp.1682-1685
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    • 2005
  • System algorithms estimated by deterministic input may occur the error between predicted and actual output. Especially, actual system can't predict the exact outputs due to uncertainty and tolerance of input parameters. A single output to a set of inputs has a limited value without the variation. Hence, we should consider various scatters caused by the load assessment, material characteristics, stress analysis and manufacturing methods in order to perform the robust design or estimate the reliability of structure. The system design with uncertainty should perform the probabilistic structural optimization with the statistical response and the reliability. This method calculated the probability distributions of the characteristics such as stress by combining stress analysis, response surface methodology and Monte-Carlo Method and got the probabilistic sensitivity. The sensitivity of structural response with respect to inconstant design variables was estimated by fracture probability. Therefore, this paper proposed the probabilistic reliability design method for fracture of uncorved freight end beam and the design criteria by fracture probability.

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가임기 여성을 위한 엽산섭취빈도조사지 개발 및 평가 (Development and Evaluation of the Semi-quantitative Food Frequency Questionnaire to Assess Folate Intake in Women of Child-bearing Age)

  • 한보람;배현숙
    • 대한지역사회영양학회지
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    • 제17권2호
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    • pp.156-166
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    • 2012
  • The aim of this study was to develop and evaluate the simple semi-quantitative food frequency questionnaire (FFQ) for assessing folate intake in women of reproductive age. We developed a 30-item FFQ, and tested the reliability and validity in 97 women aged between 20 and 39 yrs using the FFQs and 24-h recalls, which were carried out twice, respectively. Assessing the reliability, the correlation coefficients were 0.53 (Spearman's) and 0.49 (Pearson's) for folate. There was no significant difference of folate intake between FFQ1 and FFQ2. 36.1% subjects were classified into the same quartile and 83.5% into the same or adjacent quartile divided by folate intake. On determining the validity, the mean folate intake obtained from the FFQ (FFQ1) and 24h-recalls (2-d) were $306.6{\pm}167.2{\mu}g/d$ and $326.9{\pm}103.3{\mu}g/d$, respectively. There was no significant difference between folate intakes from the two methods. The correlation coefficients for folate were 0.24 (Spearman's) and 0.26 (Pearson's). 39.2% of the subjects were categorized into the same quartile and 70.1% were into the same or adjacent quartile. In addition, sensitivity (64.3%) and specificity (62.3%) were estimated to evaluate the adequacy of folate intake. These results suggest that this FFQ would be a useful and a valuable instrument to assess the intake of folate among the Korean women of child-bearing age.

점봉산(點鳳山) 일대(一帶) 천연활엽수림(天然闊葉樹林)의 주요(主要) 구성(構成) 수종(樹種)에 대한 생태지위(生態地位) 평가(評價) (Evaluation of Ecological Niche for Major Tree Species in the Natural Deciduous Forest of Mt. Chumbong)

  • 김광택;김지홍
    • 한국산림과학회지
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    • 제90권3호
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    • pp.380-387
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    • 2001
  • 점봉산 일대 천연활엽수림의 17개 주요 구성 수종을 대상으로 수직적 구조에서의 광선의 강도를 주요 환경경사로 할 경우와 수평적 분포에서의 다차원의 자원을 환경경사로 할 경우의 생태지위의 특성을 평가한 결과는 다음과 같다. 수직적 생태지위폭은 물푸레나무가 가장 크고, 다릅나무가 가장 작으며, 수평적 생태지위폭은 당단풍이 가장 크고, 거제수나무가 가장 작은 것으로 나타났는데, 수종별 두 가지 생태지위폭 간의 상관관계는 없었다. 수종의 내음성 지수가 높을수록 수직적 생태지위폭과 수평적 생태지위폭은 증가하는 것으로 나타났다. 수종의 내음성 지수 순위에 따른 수직적 및 수평적 생태지위폭 순위에 대하여 Spearman의 순위상관을 분석한 결과, 수직적 생태지위폭에 대한 순위상관계수는 $r_s=0.432$($P{\leq}0.1$)로 산출되어, 95% 확률수준에서 유의성이 없었는데, 아교목성 생육형을 지닌 까치박달을 제외하면, Spearman의 순위상관계수는 $r_s=0.650$($P{\leq}0.01$)로 산출되어 고도의 상관관계가 인정되었다. 수평적 생태지위폭에 대한 Spearman의 순위상관계수는 $r_s=0.797$($P{\leq}0.01$)로 산출되어 고도의 유의성이 있는 관계가 성립되었다. 수평적 분포에서의 수종간 생태지위중복도를 바탕으로 cluster분석을 하여 분류된 4가지 수종군은 입지 요구도가 비슷한 수종들로 이루어졌으며, 수종간 정의 상관관계를 갖는 수종들의 연결 양상과 상당히 부합되었다.

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타이로신키나아제 억제제의 임상적으로 유의한 약물상호작용 정보 일관성 분석 (Evaluation of Information Consistency of Clinically Significant Drug Interactions in Tyrosine Kinase Inhibitors)

  • 안슬기;이주연;아영미
    • 한국임상약학회지
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    • 제30권1호
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    • pp.44-50
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    • 2020
  • Background: Drug-drug interactions (DDIs) in patients using oral anticancer treatment are more common than in those using injectable anticancer agents. In addition, DDIs related to anticancer treatment are known to cause clinically significant outcomes, such as treatment failure and severe toxicity. To prevent these negative outcomes, significant DDIs are monitored and managed using the information provided in drug databases. We aimed to evaluate the consistency of information on clinically significant DDIs for tyrosine kinase inhibitors (TKIs) between representative drug databases. Methods: We selected clinically significant DDIs involving medications that are co-prescribed with TKIs and met the following criteria: the severity level of DDIs was equal or greater than "D" in Lexicomp® or "major" in Micromedex®. We then analyzed the consistency of the severity classification and evidence level between the drug databases. Spearman's correlation coefficient was used to identify the relationship between DDI information in the drug databases. Results: In total, 627 DDI pairs were identified as clinically significant; information on these was provided by Lexicomp® and Micromedex® for 571 and 438 pairs, respectively, and both drug databases provided information on 382 DDI pairs. There was no correlation between the severity and evidence level of DDIs provided in the two databases; Spearman's correlation coefficient for Lexicomp® and Micromedex® was -0.009 (p=0.861) and -0.064 (p=0.209), respectively. Conclusion: To judge the significance of DDIs, healthcare providers should consider that the information on DDIs may be different between drug information databases; hence, clinical factors must be considered concurrently.

가속도계를 이용한 수면 품질 측정을 위한 스마트 베개 설계 (Design of a Smart Pillow for Sleep Quality Measurement using Accelerometer)

  • 엔당 수완디;김범준
    • 한국전자통신학회논문지
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    • 제15권3호
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    • pp.603-610
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    • 2020
  • 본 논문에서는 수면하는 동안 신체 움직임을 감지하여 수면의 질을 측정하기 위한 스마트 베개를 제안한다. 제안된 스마트 베개는 9개의 가속도 센서를 내장하여 수면하는 동안 머리 또는 몸의 움직임을 감지할 수 있다. 스마트 베개의 효용성을 알아보기 위해서 총 7명의 사용자를 선발하여 5일 동안 개발된 수면 베개를 사용하도록 하고 이들의 수면 모습을 카메라로 녹화하는 한편 설문 조사를 실시하였다. 스피어만 상관관계를 이용하여 수면 중 분당 신체 움직임과 수면품질의 상관관계를 분석한 결과 수면 중 분당 신체 움직임이 많을수록 수면의 질이 저하되는 것을 확인할 수 있었다. 본 논문의 결과는 향후 수면 장애를 신속히 진단하여 치료하는데 활용될 수 있다.

시간교환법을 이용한 일부 EQ-5D 건강상태의 질 가중치 측정 (General Population Time Trade-off Values for 42 EQ-5D Health States in South Korea)

  • 조민우;이상일
    • Journal of Preventive Medicine and Public Health
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    • 제40권2호
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    • pp.169-176
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    • 2007
  • Objectives : This study was conducted to elicit quality weights for 42 EQ-5D health states with the time trade-off (TTO) method from the general population of South Korea. Methods : We selected the same EQ-5D health states as those in the UK MVH study. The Korean version of EQ-5D questionnaire and TTO method were used for the valuation process. We interviewed 500 people as a representative sample of the general population in Seoul and Gyeonggido. The result was compared with those from UK, Japan, and USA by Spearman's rank correlation and t-test. Results : TTO values for 42 EQ-5D health states and 'unconscious' state were obtained from the general South Korean population. The best one was '11112' state and the worst one was 'unconscious' state. The states worse than death were '33323', '33333', and 'unconscious' states, which had negative TTO values. There was a strong correlation between TTO values of the EQ-5D health states and those of their corresponding states from UK, Japan, and USA (Spearman's correlation coefficient: 0.885, 0.882, and 0.944, respectively, p <0.001). However, absolute TTO values of most EQ-5D health states were significantly different from those of their corresponding states in other foreign studies (UK : 41/42, USA : 32/42, Japan : 15/17). Conclusions : We found that the Korean general population TTO values for EQ-5D health states were different from those of other foreign studies, suggesting that a specific Korean valuation set should be developed and used for economic evaluation studies in South Korea.