• 제목/요약/키워드: Odds's ratio

검색결과 669건 처리시간 0.029초

Empirical Bayes Posterior Odds Ratio for Heteroscedastic Classification

  • Kim, Hea-Jung
    • Journal of the Korean Statistical Society
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    • 제16권2호
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    • pp.92-101
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    • 1987
  • Our interest is to access in some way teh relative odds or probability that a multivariate observation Z belongs to one of k multivariate normal populations with unequal covariance matrices. We derived the empirical Bayes posterior odds ratio for the classification rule when population parameters are unknown. It is a generalization of the posterior odds ratio suggested by Gelsser (1964). The classification rule does not have complicated distribution theory which a large variety of techniques from the sampling viewpoint have. The proposed posterior odds ratio is compared to the Gelsser's posterior odds ratio through a Monte Carlo study. The results show that the empiricla Bayes posterior odds ratio, in general, performs better than the Gelsser's. Especially, for large dimension of Z and small training sample, the performance is prominent.

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국민학교아동의 학습부진에 관련된 요인 (Factors Related to Poor School Performance of Elementary School Children)

  • 박정한;김귀연;허규숙;이주영;김두희
    • Journal of Preventive Medicine and Public Health
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    • 제26권4호
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    • pp.628-649
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    • 1993
  • 국민학생들의 학습부진에 관련된 요인을 조사하여 의학적 예방 및 치료 대책을 고안해 보기 위해, 대구 시내에서 고소득층 밀집지역과 저소득층 밀집지역의 국민학교 1개씩을 선정하고, 각 학교의 2, 4, 6학년 학생 중 학업 성적이 하위 10%에 속하는 학생(학습부진군) 175명과 이에 대한 대조군으로 성적이 상위 5%에 속하는 학생(우수군) 97명을 대상으로 하여 이들에게 시력검사, 청력검사, 신체검사(체중, 신장, 두위)를 한 후, 고대 Stanford-Binet test를 이용한 지능검사와 TAI-K로 시험불안반응검사를 하고 발달소아학 전문의사가 신경학적 검진을 하였다. 아동의 어머니에게는 가정 환경, 어머니의 출산력, 아동의 출생 전후 및 과거력에서 의학적 특이사항, 그리고 행동양상에 관해 설문조사하고, 담임 선생에게 설문지를 통해 학교에서의 행동양상을 조사하였다. 아동의 두발을 적당량 채취하여 두발중 납, 카드뮴, 아연의 함량을 원자흡광분광광도계로 분석하였다. 학습부진과 각 요인과의 단순상관 관계분석에서 통계적으로 유의한 요인들을 이용한 다중지수형 회귀분석 (multiple logistic regression analysis)을 하여 학습부진의 관련요인을 찾았다. 단순분석에서 학습부진과 유의한 관련성이 있는 것은 남아인 경우, 출산순위가 높은 경우, 결손가정인 경우, 부모의 학력이 낮거나 직업이 노동직인 경우, 아동의 체중, 신장 및 두위가 작은 경우, 시력장애가 있는 경우, 지능지수가 낮은 경우, 시험불안반응점수가 높은 경우, 과잉활동성 아동인 경우로 나타났다. 다중지수형 회귀분석결과 학습부진과 관련되는 요인은 아동의 높은 출산순위 (odds ratio=2.06), 남아인 경우(odds ratio=5.91), 결손가정(odds ratio=9.29), 신장이 표준치-1 표준편차보다 작은 경우(odds ratio=11.12), 높은 시험불안점수(odds ratio=1.07), 과잉활동성 장애아동(odds ratio=9.67), 그리고 지능지수(odds ratio=0.85)였다. 두발중 중금속 함량의 분석결과 모두 학습부진과 뚜렷한 관련성이 없었으며, 납과 카드뮴의 함량은 학습부진군과 우수군 모두 남아가 여아에 비해 높았으며, 남은 학년과 역상관 관계(p<0.05)를, 아연은 정상관 관계(p<0.05)를 나타내었다. 학습부진과 유의한 관련성이 있는 요인들 중 조정가능한 것은 출산순위, 신장, 과잉활동성 장애 등으로, 가족계획을 통해 알맞은 수의 자녀를 갖도록 하고, 영유아기에서부터 사춘기에 이르기까지 적절한 영양공급을 하며, 과잉활동성 아동을 조기에 발견하여 의사의 진단을 받아 치료를 받도록 하는 것이 학습부진을 예방 및 해결하는데 도움이 될 것이다. 또한 부모와 담임 선생이 학습부진아에게 본인의 지적능력 이상의 기대나 학습의 강요로 불안을 조장하지 않도록 해야 할 것이다.

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도시.농촌 지역 초등학생의 가족환경, 건강행위 및 건강상태에 관한 비교 (Comparision of Family Environment, Health Behavior and Health State of Elementary Students in Urban and Rural Areas)

  • 배연숙;박경민
    • 지역사회간호학회지
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    • 제9권2호
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    • pp.502-517
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    • 1998
  • This research intends to survey family environment, health behavior and health status of the students in urban-rural elementary schools and analyze those factors comparatively, and use the result as basic material for school health teacher to teach health education in connection with family and regional areas. It also intends to improve a pupil's self-abilitiy in health care. The subjects involve 2,774 students of urban elementary schools and 583 student in rural ones, who were selected by means of a multi -stage probability sampling. Using the questionnaire and school documents, we collected data on family environment, health behavior and health status for 19 days. Feb. 2nd 1998 through Feb. 20th 1998. The R -form of Family Environment Scale (Moos, 1974) was used in the analysis of family environment(Cronbach's Alpha =0.80). Questionnaires of Health Behavior in School-aged children used by the WHO in Europe(Aaro et al., 1986) and the ones developed by the Health Promotion Committee of the Western Pacific(WHO, 1995)(adapted by long Young-suk and Moon Young-hee(1996)) were used in the analysis of health behavior, as well documents on absences due to sickness, school health room-visits, levels of physical strength, height, weight and degree of obesity were used to determine health status. In next step, We used them with an $X^2$-test, t-test, Odds Ratio, and a 95% Confidence Interval. 1. In two dimensions of three, family-relationship (t=3.41, p=0.001) and system -maintenances(t= 2.41, p=0.0l6) the mean score of urban children were significantly higher than those of rural ones. In the personal development dimension however, there was little significant difference. Assorting family environment into 10 sub-fields and analyzing them, we recognized that urban children were superior to rural children in the sub-fields of expressiveness (t =3.47, p=0.001), conflict (t=0.48, p=0.001), active-recreational orientation (t = 1.97, p=0.049) and organization (t=4.33, p=0.000). 2. Referring to the Odds Ratios of urban-rural children's health behaviors, urban children set up more desirable behavior than rural children wear ing safety belts (Odds Ratio =0.32, p=0.000), washing hands after meals(Odds Ratio = 0.43, p= 0.000), washing hands after excreting (Odds Ratio = 0.39, p=O.OOO), washing hands after coming - home ( Odds Ratio = 0.75, p = 0.003), brushing teeth before sleeping(Odds Ratio =0.45, p=0.000), brushing teeth more than once a day (Odds Ratio =0.73, p=0.0l2), drinking boiled water (Odds Ratio = 0.49, p=0.000), collecting garbage at home(Odds Ratio=0.31, p=0.000) and in the school(Odds Ratio =0. 67, p=0.000). All these led to significant differences. As to taking milk(Odds Ratio = 1.50, p=0.000), taking care of eyesight(Odds Ratio=1.41, p=0.001) and getting physical exercise in(Odds Ratio = 1.33, p=0.0l9) and outside the school(Odds Ratio = 1.32, p=0.005), rural children had more desirable behavior which also revealed a significant difference. There was little significant difference in smoking, but the smoking rate of rural children(5.5%) was larger than that of urban children(3.9%). 3. Health status was analyzed in terms of absences, school health room-visits, levels of physical strength, and the degree of obesity, height and weight. Considering Odds Ratios of the health status of urban-rural children, the health status of rural children was significantly better than that of the urban ones in the level of physical strength(t=1.51, p=0.000) and the degree of obesity(t=1.84, p=0.000). The mean height of urban children ($150.4{\pm}7.5cm$) is taller than that of their counterparts($149.5{\pm}7.9$), which revealed a significant difference (t =2.47, p=0.0l4). The mean weight of urban children($42.9{\pm}8.6kg$) is larger than that of their counterparts($41.8{\pm}9.0kg$), which was also a significant difference(t=2.81, p=0.005). Considering the results above, we can recognize that there are significant differences in family environment, health behavior, and health status in urban-rural children. These results also suggestion ideas for health education. What we would suggest for the health program of elementary schools is that school health teachers should play an active role in promoting the need and importance of health education, develop the appropriate programs which correspond to the regional characteristics, and incorporate them into schools to improve children's ability to manage their own health management.

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뇌졸중의 위험요인에 대한 환자-대조군연구 -과거병력, 생활습관, 혈청지질 및 비만요인을 중심으로- (The Case-Control Study on the Risk Factors of Stroke in Korean Adults -Past Medical History, Life-Style Factors, Serum Lipid Level, Anthropometric Indices-)

  • 고성규;정용수;박경훈;부송아
    • 대한한방내과학회지
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    • 제22권3호
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    • pp.423-430
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    • 2001
  • Objects: The purpose of this case-control study was done to examine the relationship between stroke prevalence and the anthropometric indices(body mass index(BMI), modified Broca's method(Broca's index), waist circumference(WC), waist-hip ratio(WHR)), dyslipidemia, past medical history(heart disease, hypertension, diabetes mellitus(DM)), life-style factors(smoking, drinking) in Korean adults. Methods : The study group consisted of neurologically confirmed 116 stroke patients as the case group and 116 non-stroke patients as control group. Obesity were defined as $BMI{\geq}25kg/m^2,\;Broca's\;index{\geq}30%$, WC >94cm in male and WC >80cm in female, $WHR{\geq}0.9$ in male and $WHR{\geq}0.8$ in female. Oyslipidemia were defined as total $cholesterol{\geq}200mg/dl,\;triglyceride{\geq}200mg/dl,\;HDL-cholesterol {\leq}35mg/dl,\;LDL-cholesterol{\geq}160mg/dl$. Information on life-style factors and past medical history was obtained from personal interview. The analysis of the data was done by means of chi-square test(Pearson's chi-square test, Fisher's exact test) and student t-test. Results: The results were as follow. In the study group: Hypertension had a 4:05 odds ratio, Broca's $index{\geq}30%$ had a 1.98 odds ratio, WC >94cm in male had a 2.17 odds ratio, WC >80cm in female had a 2.80 odds ratio, $WHR{\geq}0.9$ in male had a 4.66 odds ratio, $WHR{\geq}0.8$ in female had a 5.35 odds ratio, but heart disease, DM, life-style factors, serum lipid and 8MI had no direct relationship with odds ratio(nonsignificant). By student t-test, risk factors for stroke were found to be total cholesterol(p=0,025), LDL-cholesterol(p=0.013), WC(p=0.000) and WHR(p=0.000). Conclusions: This study suggests that people should be advised to control hyperlitension, hyperlipidemia and obesity since these carry a risk of stroke.

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Odds Ratio and Probability of Conception of Holstein Friesian Dairy Cows in the Kingdom of Saudi Arabia

  • Ali, A.K.A.;ALEssa, A.A.;Alshaikh, M.A.;Aljumaah, R.S.;Al-Haidary, A.A.;Alkraidees, M.S.
    • Asian-Australasian Journal of Animal Sciences
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    • 제18권3호
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    • pp.308-313
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    • 2005
  • Logistic Regression Analysis was used to compute the odds ratio (OR) and probability of conception of Holstein dairy cows of AL-MARAIE company. Data consisted of 103,778 reproductive records collected from three farms in the central region in the Kingdom of Saudi Arabia. Records were classified according to lactation number, season of calving and milk level. At first lactation, OR of first service was 0.63 of other services and probability of pregnancy from first services was 0.39. Odds ratio increased to 1.72 at fourth lactation or probability of conception reached 0.63. The probability of conception increased from 0.39 for cows inseminated at first services to 0.75 at fifth service insemination. Odds ratio of cows calving in winter were higher than those calving in summer. Odds ratio of conception of low producing cows is about twice as likely to occur from first service as from other services. However, OR of conception of high producing cows was higher than one (probability=0.56) from first service and increased to 1.63 (probability=0.65) from third service. Odds ratio was in favor of the right uterus horn where probability of conception from first service was slightly greater than 50% in first and second lactations and less than 50% in favor of left horn in later lactations.

소방공무원의 직무별 외상 후 스트레스 (Posttraumatic Stress by Work in Firefighters)

  • 백미례
    • 한국방재학회 논문집
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    • 제9권3호
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    • pp.59-65
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    • 2009
  • 본 연구에서는 소방공무원의 직무형태별 외상 후 스트레스와 사회적지지 및 업무부담감을 알아보고 직무별 고위험군을 확인 하고 외상 후 스트레스에 영향을 주는 변수들을 알아보고자 하였다. 자료는 C도에 근무하는 소방대원 중 구급 96명, 구조 및 화재진압 85명, 기관 83명인 총 264 명이 수집되었다. SPSS WIN 14.0 program을 이용하여 총 22문항으로 구성된 외상 후 스트레스 검사 도구 (IES-R), 20문항으로 최은숙(2000)이 수정하여 개발한 업무 부담감 측정도구와 오진환(2006)의 연구에서 수정보완 한 사회적지지도구로 분석하였다. 직무별 일반적 특성에 따른 외상 후 스트레스증상의 결과는 나이, 결혼, 학력, 직급, 재직기간이 세 직무집단 간에서 유의한 차이를 보였다. 직무별 외상 후 스트레스는 구조 및 화재 진압에서 가장 높았으며 세집단 간에 유의한 차이를 보였다. 직무별 세 변수와의 상관관계에서 구조 직무군에서 업무부담감(r=.317, p<0.01)이 많을수록 외상 후 스트레스는 높았고, 구급 직무군에서는 사회적 지지(r=-.331, p<0.01)가 낮을수록, 업무부담감(r=.522 p<0.001)이 많을 수록 외상 후 스트레스가 높았고, 기관 직무군에서는 업무부담감(r=.454, p<0.01)이 많을수록 외상 후 스트레스가 높게 나타났다. 고위험군에 속한 군은 구조 및 화재 진압 군에서는 51명(60%) 구급은 53명(55.2%), 기관은 38명(45.8%)으로 전체 264명 중 142명(54%)이었고 직무별 외상 후 스트레스 고위험군에 영향 주는 변수로는 구조 및 화재 진압군은 요구조자 위험을 경험시 느끼는 충격이었으며(odds ratio=1.216, 95% 신뢰구간: 1.068-1.383) 구급직무군은 업무부담감과(odds ratio=1.100, 95% 신뢰구간: 1.043-1.159) 재직기간(odds ratio= 1.010, 95% 신뢰구간 1.001-1.018)으로 나타났고 기관 직무군에서는 요구조자의 위험을 경험시 느끼는 충격(odds ratio=1.178, 95% 신뢰구간: 1.010-1.373), 나이(odds ratio=1.129, 95% 신뢰구간: 1.020-1.249), 업무부담감(odds ratio= 1.103, 95% 신뢰구간: 1.034-1.177)이었다.

40세 이상 중장년의 대사증후군과 백내장과의 관련성 -제5기 국민건강영양조사 자료중심으로- (Relationship between Metabolic Syndrome and Cataract in a Middle-Aged Men over the Age of 40's -Based on the 5th Korean National Health and Nutrition Examination Survey-)

  • 황혜경;박천만
    • 한국학교ㆍ지역보건교육학회지
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    • 제16권2호
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    • pp.17-31
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    • 2015
  • Objectives: This study aimed to analyze the relationship between metabolic syndrome and cataract in a middle-aged men over the age of 40's by using the data from the 5th Korean National Health and Nutrition Examination Survey(2010~2012). Methods: The subjects for the analysis were comprised of 5,808 patients who were at least 40 years or more with metabolic syndrome and cataract. The comparison between the metabolic syndrome and ophthalmic diseases according to the health demographic characteristics, health behavior and health conditions was analyzed with ${\chi}^2-test$. The complex samples logistic regression analysis was used to calculate the odds ratio of cataract according to the health demographic characteristics, health behavior and health conditions and the combination of the comprising factors of the metabolic syndrome. Results: After controlling the confounding factors, the odds ratio of cataract in the metabolic syndrome group was OR 1.30, which was significantly high (p<0.01). Furthermore, the odds ratio of cataract was significantly high in the case of males, as the age increased, educational level decreased, with exercising habits of less than 3 days a week, sun exposure of at least 5 hours, with hypertension and diabetes (p<0.01). The results of analyzing the odds ratio for the occurrence of cataract with the components of metabolic syndrome were OR 1.36 (concurrent high fasting blood glucose, high triglycerides, low HDL cholesterol), OR 1.63 (concurrent high fasting blood glucose, high triglycerides, high waist circumference) and OR 1.33 (high triglycerides, low HDL cholesterol, high waist circumference), which showed significantly high odds ratio for cataract occurrence (p<0.05). Conclusions: We come to know that the relation between metabolic syndrome and components are associate with cataract. Therefore the thorough management of metabolic syndrome and components is needed to prevent cataract.

RAINDROP PLOT을 이용한 차원축소 (Collapsibility Using Raindrop Plot)

  • 홍종선;김범준;박지용
    • 응용통계연구
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    • 제18권2호
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    • pp.471-485
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    • 2005
  • 범주형 자료분석에서 차원축소(collapsibility)는 오즈비로 설명되었다. 실제의 $2{\times}2{\times}K$ 분할표 자료를 이 이론에 적응시켰을 때 오즈비의 값으로 차원축소가 가능한지의 여부를 판단하기는 어렵다. 오즈비를 시각적으로 표현하는 방법 중에서 Doi, Nakamura와 Yamamoto(2001)가 제안한 Contour plot을 통해서 분할표 자료를 설명하는 것은 가능하지만 차원축소의 가능성을 결정하기에는 한계가 있다. 본 연구에서는 오즈비의 신뢰구간을 시각적으로 표현할 수 있는 방법으로 Barrowman과 Myers(2003)가 제안한 Raindrop plot을 이용하여 $2{\times}2{\times}K$ 분할표 자료를 설명할 수 있으며 동시에 차원축소의 가능성을 판단할 수 있는 방법을 제안하고자 한다.

알코올 섭취량이 혈청 hs-CRP 수준 및 대사증후군 유병률에 미치는 영향 - 2015 국민건강영양조사 자료 이용 - (Influence of Alcohol Consumption on the Serum hs-CRP Level and Prevalence of Metabolic Syndrome -Based on the 2015 Korean National Health and Nutrition Examination Survey -)

  • 박지연;김미정;김정희
    • 대한영양사협회학술지
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    • 제25권2호
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    • pp.83-104
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    • 2019
  • Elevated high-sensitivity C reactive protein (hs-CRP) levels and metabolic syndrome are considered important predictors of cardiovascular mortality. This study examined the influence of the alcohol consumption level on the hs-CRP level and the prevalence of metabolic syndrome in South Koreans. The study subjects were 3,884 participants (${\geq}19$ years) from the KNHANES in 2015. The subjects were divided into four groups according to their alcohol consumption; None (none-alcohol consumption), Low (less than 15 g/day), Medium (15~29.9 g/day), and High (over than 30 g/day). The odds ratio for high-risk hs-CRP of men was significantly lower in the Low or Medium groups compared to the None group. In women, the odds ratio for high-risk hs-CRP was not decreased in the Low or Medium groups but was significantly higher in the High group than in the None group. Compared to nondrinkers, the prevalence of metabolic syndrome was lower in the Low group and Medium group in both men and women, whereas it was significantly higher in the High group in men only. In particular, the prevalence of low HDL-cholesterol was lower in all drinking groups. When the confounding factors were adjusted, the odds ratio for low HDL-cholesterol appeared to decline in the Low groups in both men and women. On the other hand, in the Medium group, women showed an elevated odds ratios of high blood pressure (HBP) and high fasting plasma glucose but men showed an elevated odds ratios of HBP and high triglyceride levels. The overall results suggest that low alcohol consumption is more appropriate than medium alcohol consumption. Nevertheless, more study will be needed to evaluate the appropriate alcohol consumption level.

전산화단층촬영을 시행받는 응급환자에서 조영제 유도 신독성 예방을 위한 저용량 아세틸시스테인 정맥투여 (Low-dose Intravenous N-acetylcysteine for the Prevention of Contrast-Induced Nephropathy in Emergency Patients Undergoing Computed Tomography)

  • 이태완;김지훈;최승필
    • 대한임상독성학회지
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    • 제15권2호
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    • pp.122-130
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    • 2017
  • Purpose: To evaluate the effects of low-dose intravenous N-acetylcysteine on the prevention of contrast-induced nephropathy (CIN) in patients undergoing computed tomography (CT). Methods: All patients presenting to our emergency department and undergoing CT with intravenous contrast media between August 2014 and April 2016 were retrospectively enrolled. We included hospitalized patients with renal dysfunction [estimated glomerular filtration rate (GFR) between 30 and $89mL/min/1.73m^2$]. A 600-mg injection of N-acetylcysteine was given to patients once before and once immediately after CT, depending on the preference of physician. The primary outcome was CIN defined as an increase in creatinine level of ${\geq}25%$ or ${\geq}0.5mg/dL$ from the baseline within 48 to 72 hours after CT. A trained person blindly reviewed all medical records. Results: Of the 1903 admitted patients, CIN occurred in 9.8% of patients who received 1200 mg intravenous N-acetylcysteine (24/244) and 6.8% of patients who did not (113/1659, p=0.090). In a multivariable regression analysis, N-acetylcystine was not relevant to the prevention of CIN (odds ratio=1.42 [95% CI, 0.90-2.26]). Even in the stratified analysis using the propensity score matching, N-acetylcysteine was irrelevant (GFR 30-59: odds ratio=1.06 [95% CI, 0.43-2.60]; GFR 60-89: odds ratio=1.76 [95% CI, 0.75-4.14]). After adjustment, crystalloids were significantly associated with the reduction in CIN compared with dextrose water (odds ratio=0.60 [95% CI, 0.37-0.97]). Conclusion: No effect was found when low-dose intravenous N-acetylcysteine was used to prevent CIN. However, there seems to be an association between crystalloids and reduction in CIN.