• 제목/요약/키워드: sampling series

검색결과 259건 처리시간 0.025초

하천환경의 생물학적 평가를 위한 저서동물지수(BMI)의 개발 (Development of Benthic Macroinvertebrates Index (BMI) for Biological Assessment on Stream Environment)

  • 공동수;손세환;황순진;원두희;김명철;박정호;전태수;이종은;김종현;김종선;박재흥;곽인실;함순아;전영철;박영석;이재관;이수웅;박창희;문정숙;김진영;박혜경;박선진;권용주;김필재;김아름
    • 한국물환경학회지
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    • 제34권2호
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    • pp.183-201
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    • 2018
  • The tolerance of Korean benthic macroinvertebrates to organic pollution has been analyzed since the early 1990s. However, considering the fact that there have been related studies carried out in some European countries since the early 20th century, the history of the research in Korea is very short and there is still much knowledge to supplement. We revised the saprobic valency, the saprobic value and the indicator weight value of 190 benthic macroinvertebrates taxa through the data of water quality and individual abundance collected from 7,086 sampling units in Korea from 2008 to 2014. The individual abundance of Uracanthella (Ephemeroptera) as a representative, one of the most common and abundant taxa in Korea, showed a typical lognormal distribution to 5-day biochemical oxygen demand (BOD5) concentration, and a normal distribution to the class interval of BOD5 concentration according to saprobic series. The value combining the mean individual abundance and the relative frequency of occurrence was a more efficient indicator value than that of each property alone. Benthic Macroinertebrates Index (BMI) was newly proposed as a modification of the saprobic index of Zelinka and Marvan (1961). BMI showed extremely significant correlation (determination coefficient $r^2$ > 0.6, n = 569 sites) with the concentration of BOD5, and the coefficient was a little higher than those of the previous indices. Until now, there has been very little research on the assessment of biological integrity of benthic macroinvertebrates community in Korea. While continuing researches into improve the reliability of BMI, it is necessary to develop multimetric indices for evaluating the integrity, including the composition of species and functional guilds, and the richness and diversity of the community.

토양수분(土壤水分) 함량(含量) 측정방법별(測定方法別) 오차분석(誤差分析)에 의(依)한 비교(比較) (Comparison of the measurement methods of soil water content by error analysis)

  • 엄기철;류관식;엄기태
    • 한국토양비료학회지
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    • 제21권4호
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    • pp.367-372
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    • 1988
  • 중량법(重量法)에 의(依)한 토양수분함량(土壤水分含量)과 중성자(中性子) 및 Gypsum-block을 이용(利用)하여 측정(測定)한 토양수분함량(土壤水分含量)에 대(對)하여서, 오차분석(誤差分析)을 통(通)하여 각(各) 측정방법(測定方法)에 의(依)한 토양수분함량(土壤水分含量)의 오차범위(誤差範圍) 및 각(各) 방법간(方法間) 같은 정밀도(精密度)를 얻기위(爲)해 필요(必要)한 측정(測定)반복수를 구명(究明)코자 사양토(砂壤土)에서 시험(試驗)한 결과(結果)는 다음과 같았다. 1. 토양수분함량(土壤水分含量)의 오차(誤差)와 토양수분함량(土壤水分含量)과의 관계(關係)는 중량법(重量法)과 중성자(中性子)를 이용(利用)한 경우는 2차함수(次函數)의 양상(樣相)을, Gypsum-block의 경우는 지수함수(指數函數)의 양상(樣相)을 나타냈다. 2. 토양수분함량(土壤水分含量)이 11~33%(용적함량)인 범위에서 중량법(重量法)에 의(依)한 토양수분함량(土壤水分含量)의 오차(誤差)는 평균(平均) 1.11%이었으며 오차(誤差)의 범위(範圍)(Range)는 0.28~3.49%이었다. 3. 표토용(表土用) 중성자(中性子)를 이용(利用)한 토양수분측정방법(土壤水分測定方法)에 의(依)한 토양수분함량(土壤水分含量)의 오차(誤差)는 평균(平均) 1.15%이었으며 오차(誤差)의 범위는 0.71~2.63%으로써 그 경향이 중량법(重量法)과 유사하였고, 심토용(深土用) 중성자(中性子)를 이용(利用)한 수분측정방법(水分測定方法)에 의(依)한 오차(誤差)는 평균(平均) 0.70%이었으며 그 범위는 0.52~1.01%으로써 가장 작았다. 4. Gypsum-block에 의(依)해 토양수분장력(土壤水分張力)을 측정(測定)한 후(後) 토양수분특성(土壤水分特性)곡선을 이용(利用)하여 토양수분함량(土壤水分含量)을 추정(推定)할때, 오차(誤差)의 범위는 0.05~21.89%이었으며, 토양수분함량(土壤水分含量)이 증가(增加)할수록 오차(誤差)는 크게 증가(增加)는 경향이었다. 5. 사양토(砂壤土)에서 토양수분함량(土壤水分含量)이 약 14% 이상(以上)인 경우에는 심토용(深土用) 중성자(中性子)를 이용(利用)한 방법(方法)으로 토양수분함량(土壤水分含量)을 측정(測定)하는 것이 그 오차(誤差)가 작았으며, 토양수분함량(土壤水分含量)이 약 14% 이하(以下)인 경우에는 Gypsum-block을 이용(利用)하는 것이 그 오차(誤差)가 작았다. 6. 중량법(重量法)에 의(依)한 10반복 측정(測定)의 평균(平均) 토양수분함량(土壤水分含量)과 같은 정밀도(精密度)를 얻기 위(爲)한 반복수는 표토용(表土用) 중성자(中性子)를 이용(利用)한 수분측정방법(水分測定方法)의 경우 6~17, 심토용(深土用) 중성자(中性子)를 이용(利用)한 수분측정방법(水分測定方法)의 경우 0.7~8 및 Gypsum block의 경우 0.1~1,252이었다.

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비정상성 가뭄빈도 해석 기법에 따른 가뭄 심도-지속기간-재현기간 곡선 유도에 관한 연구 (A Study on derivation of drought severity-duration-frequency curve through a non-stationary frequency analysis)

  • 정민수;박서연;장호원;이주헌
    • 한국수자원학회논문집
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    • 제53권2호
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    • pp.107-119
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    • 2020
  • 본 연구는 한반도의 관측 강우자료를 기반으로 하여 과거의 가뭄 특성을 파악함과 동시에 RCP 8.5 기후변화 시나리오를 활용한 장래 발생 가능한 극치 가뭄에 대한 장기전망을 수행하였다. 정량적인 가뭄 분석을 위해 기상학적 가뭄지수인 표준강수지수(Standardized Precipitation Index, SPI)를 적용하였으며 일단위 강우 관측 자료 및 RCP 시나리오를 단일한 장기 시계열 자료로 구축하여 1, 3, 6, 9, 12개월 지속기간의 SPI 입력인자로 활용하였다. 한반도의 지역별 가뭄특성 분석을 위한 대상 강우관측소는 1954년 시점부터 강우 자료를 보유하고 있는 12개 관측 지점을 선정하였으며, 동일 지점의 10개 GCM(General Circulation Model)을 적용하였다. 기후변화에 따른 가뭄 특성 변화 분석을 위해 강우발생일수와 총강수량에 대한 12개 강우관측소별 추세 변동 분석 및 군집화를 수행하였다. 샘플링 기법을 활용한 비정상성 빈도분석을 위해 베이지안 기반의 DE(Differential Evolution)와 MCMC(Markov Chain Monte Carlo)를 결합한 DEMC 기법을 채택하였고, 비정상성 가뭄빈도해석을 통하여 12개 지점별 SDF(Severity-Duration-Frequency) 곡선을 유도하였다. 비정상성을 가정한 장기 수문자료를 보유한 지점들의 SDF 곡선 산정을 통해 미래의 가뭄에 대한 정량적인 전망을 수행하였다. 장기시계열 자료를 보유한 12개 지점의 군집분석을 수행한 결과 Zone 1-2, 2, 3-2에 해당하는 제주를 제외한 전주, 광주, 여순, 목포, 추풍령 등에서 장래에 가뭄발생 위험이 높은 것으로 분석되었다. 장래 발생 가능한 가뭄 위험성을 정량적으로 파악함으로써 미래 가뭄관리 정책에 충분히 활용될 수 있을 것으로 기대된다.

관측정 자연표류 실험을 통한 트리클로로에틸렌(Trichloroethylene) 오염 지하수의 생물학적 복원 타당성 연구 (Field Tests for Assessing the Bioremediation Feasibility of a Trichloroethylene-Contaminated Aquifer)

  • 김영;김진욱;하철윤;김남희;홍광표;권수열;안영호;하준수;박후원
    • 한국지하수토양환경학회지:지하수토양환경
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    • 제10권3호
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    • pp.38-45
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    • 2005
  • 본 연구는 현장 관측정 자연표류 실험 (SWNDT, Single-Well Natural Drift Test) 을 이용하여 트리클로로에틸렌 (TCE, trichloroethylene) 으로 오염된 지하수의 생물학적 복원 가능성 조사 방법 및 결과 해석법을 제시하였다. 현장 SWNDT 실험에 사용한 용액은 일정 양의 추적자 (브롬이온), 생분해 기질 (톨루엔, 에틸렌, 용존산소, 질산성질소) 을 현장 지하수에 용해시켜 준비한다. 준비된 실험용액을 대수층에 주입하고, 주입 시 시료를 채취하여 추적자와 생 분해 기질들의 초기 농도를 측정한다 주업 후 시간에 따라서 시료를 채취하여 추적자, 생분해 기질, 생분해 부산물들의 농도를 측정한다. 현장 SWNDT 실험은 생분해 기질과 추적자의 상대적 거동을 평가하기 위한 Push-pull Transport Test (PPTT), 토착 미생물의 양과 활성도를 증가시키기 위한 Drift Biostimulation Test (DBT), 트리클로로에틸렌과 미생물 반응이 유사하리라 예상되는 기질을 시험하기 위한 Drift Surrogate Activity Test (DSAT) 순으로 진행되었다 SWNDT 실험 양수 시 추적자로 사용한 브롬이용의 농도변화 곡선은 톨루엔, 에틸렌, 용존산소, 질산성 질소 농도변화와 유사한 경향을 나타냈다. 즉 대수층에서의 생분해 기질들의 이송이 추적자와 유사함을 나타내는 결과이다. 토착 톨루엔산화 미생물의 존재를 톨루엔 농도의 감소에 따른 이산화탄소의 발생 및 용존산소 농도의 감소로 확인하였고, 그 톨루엔 산화 미생물은 트리클로로에틸렌 생분해 유사기질로 사용된 에틸렌을 분해하며, 부산물로 산화에틸렌 (ethylene oxide) 을 생성하였다. 이는 DBT 실험을 통하여 활성화된 톨루엔 분해 미생물이 트리클로로에틸렌 분해능이 있음을 나타낸다. 본 연구에서 제시한 현장 SWNDT 실험 방법 및 결과 해석 방법은 트리클로로에틸렌으로 대표되는 염화 지방족 탄회수소화합물(Chlorinated Aliphatic Hydrocarbons, CAHs)로 오염된 지하수의 생물학적 복원 타당성 평가를 위한 경제적이고 용이한 현장 실험 방법이다.

한.일 화질평가표에 의한 우리나라 위장조영검사의 품질관리 (Quality Control of Upper Gastrointestinal Series(UGIS) by The Image Quality Evaluation Table of Korea and Japan)

  • 오혜경;김정민;김창균;박영선;선종률;최인석
    • 대한방사선기술학회지:방사선기술과학
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    • 제34권4호
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    • pp.277-285
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    • 2011
  • 위장조영검사(UGIS)의 품질관리(quality control)를 위해 우리나라를 대표하는 종합검진기관 21곳에서 수검자 105명에 대한 위장조영촬영 영상 표본을 획득하였다. 표본 영상을 두 나라의 위장조영검사 화질평가표에 의해 각각 평가한 결과 우리나라 화질평가표(Image Quality Evaluation Table; IQET)에 의한 평균점수는 73.3점에 표준 오차 4.49로 21개 검진기관 중 19개 기관이 적격 판정을 받았다. 이에 반해 일본의 화질평가표에 의한 평균점수는 58점에 표준오차 4.45로 적격판정을 받은 기관은 불과 8곳 밖에 되질 않았다. 동일한 영상을 다른 평가표로 평가한 결과에 큰 차이를 보였다. 원인을 알아보기 위해 화질 평가표를 각각 항목별로 분석하여 위 전체영역의 묘출확인과 촬영기술에 대한 문제점을 파악하였고 획득된 영상으로 각 종합검진기관의 위장조영검사의 실태를 분석하였다. 우리나라 위장조영검사의 가장 큰 문제점은 명확한 검진방법 없이 검사가 시행되고 있다는 점이었다. 종합검진기관 21곳 모두 위장조영촬영방법이 모두 다를 뿐더러 앞벽 이중조영 촬영은 대부분 시행하지 않고 있었고 우리나라 화질 평가표에 포함하도록 명시된 점막상이나 식도영상을 포함하지 않는 종합검진기관도 있었다. 또한 체위에 따른 중복촬영이 시행되고 있어 수검자에 대한 무분별한 피폭선량에 대한 문제도 발생하고 있었다. 이에 적절한 위장조영검사의 품질관리를 통해 진단정보가 충분한 영상을 획득할 수 있도록 노력해야 할 것이다.

간호원의 의사소통방법이 정신병환자 반응에 미치는 영향에 대한 실험적 연구 (An Experimental Study on the Excellences of Nurses′ Communication Method upon Psychiatric Patient′s Response.)

  • 이평숙
    • 대한간호학회지
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    • 제4권2호
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    • pp.78-92
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    • 1974
  • It is the purpose of this study to make clear the way in which people can lead a more desirable human life, that is, to ascertain the method of achieving therapeutic change through transaction between nurses and psychiatric patients. The various problems proposed by th9 above-stated aims of study can be shown, such as: What kind of influences does the method of a nurse′s communication have upon the response of psychiatric patients? 1) What are the general methods of communication used by the nurses? 2) Are there any differences between the control group and experimental group in the patients′ "Child" response? 3) Are there any differences between the control group and experimental group in the Patients "Adult" response? 4) What is the most desirable method of communication for therapeutic change in the patients? In an effort to solve the above questions this study attempted and managed to draw a random sampling of 200 patients being accommodated in the National Mental Hospital by dividing them into two groups, experimental groups and control groups, and recording the transactions between nurses and patients. In the course of carrying,: out this study, the experimental group was interviewed by the nurses specially trained In the P.A.C theory. and the control group interviewed at random by the nurses with no special training in communication. Further, the communication between nurses and patients in a free, relaxed atmosphere was allowed only for 15 minutes, whereupon the nurses were requested to make process-recording according to her memory of nurse patient transaction. The process-recording which recorded a series ol transactions between the nurses and the patients was analyzed according to Berne and Harris′transactional Analysis Standard. Through this standard, the writer of this study examined the significance of difference to compare the transactions brought forth between the experimental group and the control group. The following is a summary of the study which the writer of this thesis undertook. Hypothesis to The method of communication which the nurses usually apply to the patients will be higher in "Parent" than in "Adult". The communication which the nurses carried out in the control group turned out to be not significant between "Adult" and "Parent" Accordingly hypothesis 1. carne to be rejected. Hypothesis 2. The patients "Adult" response will be higher in the experimental group than in the control group. According to the result of a CR examination, as the communication showed a significant difference on P〈.01 level′ hypothesis 2 became affirmative. Hypothesis 3. The patients′"Child" response will be higher in the control group than in the experimental group. Hypothesis 3 proved affirmative since it showed an significant degree on P〈.01 level according to the result of a CR examination. Hypothesis 4 "Adult" response of the patient will be higher in frequency by nurses′"Adult" stimulus than nurse′s "Parent" stimulus Chi-square examination revealed significant difference on P〈.05 level. Hypo. 4 is affirmed. The following conclusions are drawn out based on the result of this study. 1) The generally used method of communication stimulus used by nurses for patients proved to be "Adult" and "Parent" in similar proportion. 2) The group in which the nurses could increase the patients "Adult" response proved to be higher in the experimental group than in the control group. Therefore, the communication (or stimulus) which has been applied in the experimental group can be said to be possible method of achieving therapeutic change. 3) Since the patients′"Child" response were higher in the control group than in the experimental group the communication method used In the control group was suggested as the less agreeable method of achieving therapeutic change than that used in the experimental Group. 4) "Adult" response of patient was elicited in significantly greater percentage when the "Adult" stimulus was used by the nurse. Therefore the most desirable method of-communication to give therapeutic change definitely was shown to be the "Adult" stimulus. Recommendations for further studies are as follows: 1) Studies on nurses′role perception in nurse-patient relationships. 2) Studies on patients′response to the method of communication used by nurses according to variables such as sex, social status, educational background, state of health. 3) Application of T.A, method to various groups of patients. 4) Study of various methods to improve student skill in use of process recording.

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고객 선호 변화를 고려한 토픽 모델링 기반 추천 시스템 (A Topic Modeling-based Recommender System Considering Changes in User Preferences)

  • 강소영;김재경;최일영;강창동
    • 지능정보연구
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    • 제26권2호
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    • pp.43-56
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    • 2020
  • 추천 시스템은 사용자가 다양한 옵션 중에서 최선의 선택을 할 수 있도록 도와준다. 그러나 추천 시스템이 상업적으로 성공하기 위해서는 극복할 몇 개의 문제점이 존재한다. 첫째, 추천시스템의 투명성 부족 문제이다. 즉, 추천된 상품이 왜 추천되었는지 사용자들이 알 수 없다. 둘째, 추천시스템이 사용자 선호의 변화를 즉각적으로 반영할 수 없는 문제이다. 즉, 사용자의 상품에 대한 선호는 시간이 지남에 따라 변함에도 불구하고, 추천시스템이 사용자 선호를 반영하기 위해서는 다시 모델을 재구축해야 한다. 따라서 본연구에서는 이러한 문제를 해결하기 위해 토픽 모델링과 순차 연관 규칙을 이용한 추천 방법론을 제안하였다. 토픽 모델링은 사용자에게 아이템이 왜 추천되었는지 설명하는데 유용하며, 순차 연관 규칙은 변화하는 사용자의 선호를 파악하는데 유용하다. 본 연구에서 제안한 방법은 크게 토픽 모델링 및 사용자 프로파일 생성 등 토픽 모델링에 기반한 사용자 프로파일 생성 단계와 토픽에 사용자 선호 확인 및 순차 연관 규칙 발견 등 순차 연관 규칙에 기반한 추천 단계로 구분된다. 벤치마크 시스템으로 협업 필터링 기반 추천 시스템을 개발하고, 아마존의 리뷰 데이터 셋을 이용하여 제안한 방법론의 성능을 비교 평가하였다. 비교 분석 결과, 제안한 방법론이 협업 필터링 기반 추천시스템보다 뛰어난 성능을 보였다. 따라서 본 연구에서 제안하는 추천 방법을 통해 추천 시스템의 투명성을 확보할 수 있을 뿐만 아니라, 시간에 따라 변화하는 사용자의 선호를 반영할 수 있다. 그러나 본 연구는 토픽과 관련된 상품을 추천하기 때문에, 토픽에 포함된 상품의 수가 많을 경우 추천이 정교하지 못하는 한계점이 있다. 또한 토픽의 수가 적기 때문에 토픽에 대한 순차 연관 규칙이 너무 적은 문제점이 있다. 향후 연구에서 이러한 문제점을 해결한다면 좋은 연구가 될 것으로 판단된다.

중국 프랜차이즈 시스템에서의 본부와 가맹점간 신뢰의 영향요인 (The Determination of Trust in Franchisor-Franchisee Relationships in China)

  • 신건철;마요곤
    • 마케팅과학연구
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    • 제18권2호
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    • pp.65-88
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    • 2008
  • 본 연구는 중국 프랜차이즈 시스템에 참여하는 본부와 가맹점 사이의 신뢰에 영향을 미치는 요인에 대해서 규명하고자 하였다. 중국의 외식 프랜차이즈 산업 가맹점을 조사대상으로 한 실증분석 결과, 프랜차이즈 시스템에서는 신뢰의 형성이 매우 중요하며, 이를 위하여 본부의 가맹점에 대한 지원의 강화, 양자 간의 원활한 커뮤니케이션, 가맹점의 과거결과에 대한 만족의 증진, 양자 간의 갈등 예방 및 해소가 필요하며, 이러한 본부의 가맹점에 대한 지원과 원활한 커뮤니케이션이 가맹점의 과거결과에 대한 만족을 증가시킬 수 있고, 원활한 커뮤니케이션이 양자 간의 갈등을 감소시킬 수 있는 것으로 나타났다.

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한국 청소년의 약물남용과 비행행위

  • 김성이
    • 한국인구학
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    • 제11권2호
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    • pp.54-66
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    • 1988
  • I. Introduction Since the 1970's drug abuse among young people has increasingly become a social problem in Korea. In the 1980's, drug abuse, especially glue sniffing, has become the cause of many unfortunated incidents resulting in harm to others as well as the abusers themselves. Taking into consideration of the seriousness of this problem, the Republic of Korea National Red Cross initiated a nation-wide research programme, to understand the present situation and to raise the level of public awareness. The goal of this research was to begin a nation - wide campaign against drug abuse. The research team was composed of the Advisary Committee members and the staff of the Youth Department of the Republic of Korea National Red Cross. The data were collected in February 1988 with the collaboration of the staff and volunteers in the local Chapters. The respondents were allocated nation-wide by the quota sampling method. The questionnaires were distributed to the respondents in three groups :2, 700 to junior and senior high school students, 605 to working youths, and 916 to delinquent youths. A total of 4, 221 questionnaires were collected. II. Characteristics of the Respondents The respondents in each group were selected evenly from rural and urban areas. The general characteristics of the respondents can be described as follow: in case of students, the proportions between male and female respondents, and between senior high school and junior high school students were almost evenly distributed. In case of working youths, the proportion of females (80.5%) was higher than those of the students and the delinquents groups. Delinquent youths were defined as those currently being under custody of the centers for juvenile delinquents. Of this number, 38.8% and 68.2% were junior and senior high school drop-outs respectively. The majority of them (92.6%) were male. As for the family background of the respondents, the proportion of those residing in poverty - stricken areas, and the proportion of those from broken families were higher in case of working youths and delinquent youths than those in case of students. III. Present Patterns of Drug Abuse The following summarizes the presents of drug abuse, as tabulated from the results of the survey. 1. Smoking The percentage of youths who smoke was 36% in the student group, 32% m the working youths group, and 94.4% in the delinquent youths group. 2. Alcohol 50.3% of students, 71.6% of working youths, and 93.3% of delinquent youths has experienced drinking alcohol beverages. 3. Tonic: non - alcoholic, caffeinated beverages popular in Korea and Japan The percentage of those who have used tonic at least once was over 90% in all of the three groups. 4. Sedative About 70% of each group has used sedative with the proportion of working youths use higher than those in other groups. 5. Stimulants Those who have used stimulants comprised around 15% in each group. 6. Tranquilizers Somewhat less than 5% of students and working youths, and 28% of delinquent youths, have used tranquilizers. 7. Hypnotics The users of hypnotics amounted to 0.4% of students, 2.6% of working youths and 7.1% of delinquent youths. 8. Marihuana Those who have used marihuana indicated 0.7% of students, 0.8% of working youths, and 13% of delinquent youths. 9. Glue-sniffing The percentage of glue-sniffing was 3.7%, 5% in the students group and in the youths group respectively, but the proportion was unusually high, at 40.7% in the delinquent youths group. From the results of the survey the present situation of drug abuse in Korea can be summarized as follows: 1. A high percentage of Korean youths have experienced smoking cigarettes and drinking alcoholic beverages. 2. Tonics (non - alcoholic, caffeinated beverages), antipyretic analgesics and stimulants quite regularly used. 3. Tranquilizers, hypnotics, marihuana and glue-sniffing are more widely used among delinquent youths than the other youths. From this fact, there exists a correlation between drug abuse and juvenile delinquency. IV. Time-series Analysis of the First Experience of Drug Abuse and Deviant Behaviour The respoundents were asked when they were first exposed to drugs and when they committed deviant acts. By calculating the average age of each experience, the following pattern was found (See Figure 1). Youths are first exposed to drugs by abuse of tonic(non - alcoholic, caffeinated beverages). At the age of 13, they amoke cigarettes, the use of antipyretic analgesics begins at 14 year old, while at the age of 15, they use tranquilizers, and at 16 hynotics. The period of drug abuse which starts from drinking caffeinated beverages and smoking cigarettes and ends in the use of hypnotics takes about three years. During this period, other delinquent behaviours begin to surface, that is, at the age of 13 when smoking cigarettes begins, the delinquent behaviour pattern starts with truancy. Next, they start taking money from others by using physical force. Prior to the age of 15, they are suspended from school, become hostile to adults, begin running away from home, and start using stimulants and alcohol. Soon they become involved even in glue-sniffing and in the use of marihuana. At the age of 15, they begin to see adult videos and carry weapons. Sexual promiscuity and usage of tranquilizers follows the viewing of adult videos. Consequently, by the time they reach the age of 16, they visit drinking establishments, and are picked up by police for committing delinquent acts. And finally, they come to use hypnotic - type drugs. From the above descriptions, drug abuse can be assumed to have a close correlation with delinquent behaviour. V. Social Factors Related to Drug Abuse As for the Korean youths, glue-sniffing is found to he related to aggressive delinquency, in such cases as run - aways, being picked up by the police, and taking money by force. Smoking cigarettes and drinking alcohol is found to be related to seeing adult videos and visiting drinking establishments. Hypnotics and marihuana were found to be representive of drugs which are related to degenerational delinquency, irrespective of social delinquency. The social factors connected with these drug abuse are as follows: 1. Individual factors Male students were more heavily involved in the usage of drug than females. Youths who do not attend church were more likely to be involved in drugs than those who attend. 2. Family factors The youths who were displeased with their mothers smoking and those who thought their parents did not love each other, or those whose parents had used drugs without prescription, were more likely to he drug users. 3. School factors Those youths who found school life boring, were unsuccessful in their studies, spend most of their time with friends, feel their teachers smoke too much, those who had a positive perception of their teachers smoking were likely to he drug users. To sum up, drug abusers depend on the influence of their parents, teachers and peers. IV. Reasons for Drug Abuse Korean students have mainly used drugs to release stress (42.8%), to stay awake (19.7%), and because of the easy accessibility of drugs( 16.6%). Other reasons are due to their ignorance of the side effects of the drugs (3.6%), natural curiosity (4.2%), and to increase strength(3.O%). From the above facts, the major reasons for drug abuse among Korean youths are to release stress and to stay awake in order to prepare exams. Furthermore, since drugs are readily available, we can conclude that drug abuse is caused by the school system(such as entrance exams) in Korea. VII. Conclusion Drug usage among Korean youths are relatively less common than those of western youths. In some cases, such as, glue-sniffing and use of stimulants, the pattern of drug abuse is found. Moreover, early drug abuse is evident, and it has a close connection with deviant behaviour, resulting in juvenile delinquency. Drug abuse cannot be attributed to any one social factor. Specifically, drug abuse depends on parents, peers, teachers and other members of the community, and also is influenced by social institutions such as the entrance exam system. Every person and organization concerned with youth must participate collectively in restraining drug abuse. Finally, it is suggested that social agencial working for youth welfare should make every effort to tackle this serious problem confronted by the Korean youths today.

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