• 제목/요약/키워드: Socio-environmental factors

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광주지역 초등학교 5, 6학년 아동의 스트레스 요인과 대처방식조사 (Stressors and Coping Behaviors among the $5^{th}$.$6^{th}$ Graders at Gwangju City)

  • 강혜영;박소라;장금옥;박광혜
    • 한국학교보건학회지
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    • 제16권2호
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    • pp.35-43
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    • 2003
  • The purpose of this study was to identify the stressors and coping behaviors among the 5th 6th graders at Gwangju city. The subjects were 352 elementary school students and the data were collected by self-reported questionnaire from June 19 to July 21, 2003. Study instrument to investigate stressors was developed 40-items summated scale (${\alpha}$ = .87) with four subcategories: 8-items individualistic (${\alpha}$ = .72), ll-items family life-related (${\alpha}$= .70), 14-items school life-related (${\alpha}$= .76) and 7 socio-environmental (${\alpha}$= .63) factors. And the instrument to examine stress coping behaviors was also developed 30-items summated scale (${\alpha}$= .82) with three subcategories: 10-items active (${\alpha}$= .72), 10-passive (${\alpha}$= .75), and 10-mystic (${\alpha}$ = .70) coping behaviors. The data were analyzed by descriptive statistics, t-test and ANOVA using SPSS/PC+ program. The results were summarized as follows: Mean score of stressors was $66.6{\pm}14.45$ out of 160. There were no significant differences in total scores of stressors in terms of gender, grade, number of siblings and the school location The score of individualistic stressors, on the other hand, was tended to be significant higher in the 6th graders (t = -2.155, p = .032) and the school children in Gwangsangu district where has mixed rural and urban characteristics (F = 2.400, p = .049). Mean score of stress coping behaviors was $61.3{\pm}12.24$ out of 120. It was significantly different in terms of number of siblings (t = 2.108, p = .036) and the school location (F = 4.928, p = .001). In several subcategories, the mean scores of active coping behaviors were significantly higher in the only children group (t = -2.127, p = .034) and Donggu district where traditional downtown area (F = 2.410, p = .050). and passive (F = 4.013, p = .003) and mystic coping (F = 2.720, p= .030) were also significantly higher in the same district. In conclusion, the score of stressors of children in Gwangju city showed relatively low as that of other areas, and the children utilized active coping behaviors more frequently in various stressful situations.

Intestinal Parasitic Infections and Environmental Water Contamination in a Rural Village of Northern Lao PDR

  • Ribas, Alexis;Jollivet, Chloe;Morand, Serge;Thongmalayvong, Boupha;Somphavong, Silaphet;Siew, Chern-Chiang;Ting, Pei-Jun;Suputtamongkol, Saipin;Saensombath, Viengsaene;Sanguankiat, Surapol;Tan, Boon-Huan;Paboriboune, Phimpha;Akkhavong, Kongsap;Chaisiri, Kittipong
    • Parasites, Hosts and Diseases
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    • 제55권5호
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    • pp.523-532
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    • 2017
  • A field survey studying intestinal parasites in humans and microbial pathogen contamination at environment was performed in a Laotian rural village to identify potential risks for disease outbreaks. A parasitological investigation was conducted in Ban Lak Sip village, Luang Prabang, Lao PDR involving fecal samples from 305 inhabitants as well as water samples taken from 3 sites of the local stream. Water analysis indicated the presence of several enteric pathogens, i.e., Aeromonas spp., Vibrio spp., E. coli H7, E. coli O157: H7, verocytotoxin-producing E. coli (VTEC), Shigella spp., and enteric adenovirus. The level of microbial pathogens contamination was associated with human activity, with greater levels of contamination found at the downstream site compared to the site at the village and upstream, respectively. Regarding intestinal parasites, the prevalence of helminth and protozoan infections were 68.9% and 27.2%, respectively. Eight helminth taxa were identified in fecal samples, i.e., 2 tapeworm species (Taenia sp. and Hymenolepis diminuta), 1 trematode (Opisthorchis sp.), and 5 nematodes (Ascaris lumbricoides, Trichuris trichiura, Strongyloides stercoralis, trichostrongylids, and hookworms). Six species of intestinal protists were identified, i.e., Blastocystis hominis, Cyclospora spp., Endolimax nana, Entamoeba histolytica/E. dispar, Entamoeba coli, and Giardia lamblia. Questionnaires and interviews were also conducted to determine risk factors of infection. These analyses together with a prevailing infection level suggested that most of villagers were exposed to parasites in a similar degree due to limited socio-economic differences and sharing of similar practices. Limited access to effective public health facilities is also a significant contributing factor.

중년여성의 건강증상호소와 피로조절행위 (A Study of Symptom of Health and Fatigue-regulation Behavior in Middle-aged Women)

  • 박재순;오정아;염순교
    • 여성건강간호학회지
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    • 제7권4호
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    • pp.447-460
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    • 2001
  • The purpose of this study were to identify a relationship between symptom of health and fatigue-regulation behavior in middle-aged women. The subjects were 241 women living in Seoul and near the city, ranging in ages of 30-59(mean= 42.1 years) being interviewed during the month of Oct. to Dec., 2000. The following questionnaires were utilized in this study: a self reported symptom of health and a fatigue-regulation behavior scale originated from Kwon(1997). The analysis for the data was done by SAS program, t-test, ANOVA, and Pearson correlation. The results of this study were as follows 1. Total mean scores of health status were shown 29.1, physical symptom 17.9 and psychological symptom 11.2. According to symptom of body system were higher in muscular-skeletal sympom 5.5, neurologic symptom 3.5, and digestive symptom 2.7. 2. The mean scores of symptom of health were significantly different in duraion of marriage, status of menstruation, perceived fatigue, perceived cause of fatigue, perceived help of family, hours of sleep. Physical symptom was significantly different in years of educational, status of menstruation, perceived fatigue, perceived cause of fatigue, perceived help of family, hours of sleep. Psychological symptom was significantly different in parity, whether or not having past illness, perceived fatigue. 3. The neurologic symptom was significantly different in years of education, status of menstruation, perceived fatigue, time to rest The respiratory symptom was significantly different in years of education, status of menstruation and hours of physical exercise. The muscular-skeletal symptom was significantly different duration of marriage, status of menstruation, BMI. perceived fatigue, perceived cause of fatigue, perceived help of family. The cardiovascular symptom was significantly different in whether or not having religion, number of children, duration of marriage, number of pregnancy & abortion, parity, status of menstruation, BMI. The digestive symptom was significantly different in whether or not having religion and the number of children. The urologic symptom was significantly different in whether or not having job, type of family, status of menstruation, BMI, perceived fatigue, perceived cause of fatigue, perceived help of family. The score of fatigue was significantly different in number of pregnancy. 4. There were significantly positive relationships in the area of symptom on health, especially fatigue was significantly positive relationships in score of symptom of health, physical symptom and psychological symptom. 5. They choose fatigue-regulation behavior physical rest, method of diversion, management of stress, enough sleep, and psychological rest in order. In the near future, it is required that further studies investigate socio-environmental factors related to symptoms of health and develop programs motivating fatigue-regulation behaviors actively.

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사상의학의 심신치유기법 - 통합심리학의 ILP(Integral life practice)와 대비하여 - (Mental and physical healing techniques of Sa-Sang Constitutional Medicine - In contrast with the Integral life Practice(ILP) of Integral psychology -)

  • 허훈
    • 철학연구
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    • 제131권
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    • pp.353-381
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    • 2014
  • 사상의학은 비단 의학에서뿐만이 아니라, 경영학이나 정치학, 교육학 등 다양한 분야에서 응용되고 있다. 하지만 사상의학이 근본적으로 치심치병(治心治病)을 치료의 근본으로 하는 심신의학임에도 불구하고, 실제 심리나 정신치료에서 활용되는 경우는 극히 드물었다. 실제 임상에서의 치료법은 약물치료나 침구요법(체질침) 정도에 머물고 있다. 하지만 질병 병리 현상에 대해 사상의학이 제시하는 치유법은 개인의 성정(性情)의 다스림은 물론이고, 연령 지역에 따른 환경적 요인, 주(酒) 색(色) 재(財) 권(權)과 같은 사회적 문화적 요인을 포괄한다. 특히, 사상의학의 수양론은 인간의 타고난 성정 가운데 그림자처럼 항상 숨어 있고, 비밀스럽게 간직되어 있는 사심(邪心)과 태행(怠行)을 올바르게 인지하여 박통(博通)과 독행(獨行)으로 나아가는 것이 중요하다고 강조한다. 또한 의학의 통합적 접근을 시도하면서, 지인정기(知人正己)론을 근본으로 의론(醫論)을 전개하기 때문에 대인관계(對人關係)가 중시되는 현대인들에게 많은 시사점을 준다. 마찬가지로, 세계철학과 통합심리학을 주도하는 윌버(Ken Wilber, 1949~)는 실제적이고 체험적인 통합적 접근을 경험 차원에 적용하는 '통합적 삶을 위한 훈련(ILP)'을 제시하고 있다. ILP는 성장가능한(또는 깨어남이 가능한) 영역 전체의 성장을 위한 실제적인 훈련법(수련법)으로 선례가 없는 것이다. ILP에서는 몸 모듈, 마음(Mind) 모듈, 그림자(Shadow) 모듈, 영(Spirit) 모듈이라는 4가지 핵심 모듈과 윤리, 성(性), 일(Work), 정서(Emotion), 관계성(Relationships) 등의 성장을 지향하는 5가지 보조 모듈을 제시한다. 이에 ILP가 제시하는 핵심 보조 모듈과 다양한 심신치유기법들에 사상의학의 심신 치유법을 대입시켜 본다면 양자(兩者) 간에 보다 발전된 심신치유 접근법을 모색할 수 있을 것이다.

수단선택의 이질성을 고려한 잠재계층모형(Latent Class Model) 구축: 서울시 통근자를 사례로 (Developing a Latent Class Model Considering Heterogeneity in Mode Choice Behavior : A Case of Commuters in Seoul)

  • 김성후;추상호
    • 한국ITS학회 논문지
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    • 제18권2호
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    • pp.44-57
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    • 2019
  • 교통계획에서 사람들의 수단선택 의사 결정과정을 이해하고 이를 토대로 수요예측의 정확성을 높이는 것은 매우 중요하다. 이를 위해 여러 계층마다 수단선택 영향요인들이 다르게 나타나는 이질성(taste heterogeneity)을 반영한 모형들이 개발되어 왔다. 본 연구에서는 목적지의 토지이용 특성에 따라 수단선택에 미치는 요인의 영향력이 다를 것이라는 가설을 세우고 2010년 서울시 가구통행실태조사 자료를 활용하여 서울시내 출근통행에 대한 잠재계층모형을 분석하였다. 먼저 목적지의 토지이용 특성을 활용하여 수단선택에 대한 잠재계층을 구분하고, 각각의 잠재계층에 대한 수단선택 모형을 개발하였다. 잠재계층모형 추정결과, 서울시내 출근통행 수단선택의 경우 두 개의 잠재계층으로 분석되었다. 첫 번째 계층은 승용차와 대중교통의 수단분담이 비슷하고, 목적지가 상대적으로 도심이 아닌 주거시설이 많은 지역들이고, 두 번째 계층은 주로 대중교통의 분담률이 높고 목적지가 상대적으로 도심에 속하는 업무/상업시설이 많은 지역이다. 또한 이들 계층간의 수단선택 모형의 경우, 인구 및 사회경제지표들의 수단선택에 미치는 영향이 계층간에 차이가 있는 것으로 분석되었다.

이항로지스틱 회귀모형을 이용한 전기차 구매 영향요인 분석 (수원시를 중심으로) (An Analysis for Influencing Factors in Purchasing Electric Vehicle using a Binomial Logistic Regression Model (Focused on Suwon City))

  • 김숙희;정가형
    • 대한토목학회논문집
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    • 제38권6호
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    • pp.887-894
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    • 2018
  • 전 세계적으로 자동차 시장은 전기차, 수소차와 같은 친환경 차량의 도입이 추진되고 있다. 그러나 내연기관 차량 대비 고가의 차량가격, 제한적인 주행거리 등의 단점은 친환경 차량 확대에 장애요인이 되고 있다. 이에 본 연구에서는 친환경 차량인 전기차 구매에 미치는 영향요인을 분석하기 위해 이항 로지스틱 회귀 모형을 구축하였다. 모형의 종속변수는 구매의사 여부, 독립변수는 사회 경제적 변수와 전기차 구매에 영향을 미치는 특성변수로 설정하였으며, 다중공선성 문제를 해결하기 위해 독립변수 간 상관관계를 분석하여 상관계수가 높은 변수들을 제외하였다. 분석결과, 사회경제적변수인 차량보유대수, 성별, 나이는 유의한 영향을 미치지 않는 것으로 나타났다. 반면, 차량가격에 영향을 미치는 변수와 전기차 충전과 관련된 변수, 전기차 정책 및 시승정보 제공 부족 변수는 전기차 구매에 유의한 영향을 미치는 것으로 나타났다. 이를 통해 향후 전기차 보급과 관련된 정책 입안 시 전기차의 가격 결정과 찾아가는 전기차 충전 서비스 운영 등 충전 불편 해소 방안, 전기차에 대한 정보 제공 및 시승기회 확대 등의 정책을 추진하는 것이 바람직할 것으로 보인다. 본 연구 결과는 지자체 전기차 보급 활성화 및 정책 수립에 도움이 될 것으로 기대된다.

Second Asian Consensus on Irritable Bowel Syndrome

  • Gwee, Kok Ann;Gonlachanvit, Sutep;Ghoshal, Uday C;Chua, Andrew SB;Miwa, Hiroto;Wu, Justin;Bak, Young-Tae;Lee, Oh Young;Lu, Ching-Liang;Park, Hyojin;Chen, Minhu;Syam, Ari F;Abraham, Philip;Sollano, Jose;Chang, Chi-Sen;Suzuki, Hidekazu;Fang, Xiucai;Fukudo, Shin;Choi, Myung-Gyu;Hou, Xiaohua;Hongo, Michio
    • Journal of Neurogastroenterology and Motility
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    • 제25권3호
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    • pp.343-362
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    • 2019
  • Background/Aims There has been major progress in our understanding of the irritable bowel syndrome (IBS), and novel treatment classes have emerged. The Rome IV guidelines were published in 2016 and together with the growing body of Asian data on IBS, we felt it is timely to update the Asian IBS Consensus. Methods Key opinion leaders from Asian countries were organized into 4 teams to review 4 themes: symptoms and epidemiology, pathophysiology, diagnosis and investigations, and lifestyle modifications and treatments. The consensus development process was carried out by using a modified Delphi method. Results Thirty-seven statements were developed. Asian data substantiate the current global viewpoint that IBS is a disorder of gut-brain interaction. Socio-cultural and environmental factors in Asia appear to influence the greater overlap between IBS and upper gastrointestinal symptoms. New classes of treatments comprising low fermentable oligo-, di-, monosacharides, and polyols diet, probiotics, non-absorbable antibiotics, and secretagogues have good evidence base for their efficacy. Conclusions Our consensus is that all patients with functional gastrointestinal disorders should be evaluated comprehensively with a view to holistic management. Physicians should be encouraged to take a positive attitude to the treatment outcomes for IBS patients.

여학생의 초경에 관한 조사 연구 (서울시내 여자중학생을 대상으로) (A study on the menarche of middle school girls in Seoul)

  • 김미화
    • 보건교육건강증진학회지
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    • 제1권1호
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    • pp.21-36
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    • 1983
  • It is assumed that menarche is affected not only by the biological factors such as nutrition and genetic heritage, but also it is affected by other socio-cultural environmental factors including weather, geographic location, education and level of modernization. Also recent trend of menarche in Korea indicates that a lot of discussion are being generated to the need of sex education as a part of formal school education. The purpose of this study is to develop the school health education program by determine the age of menarche, the factors relavant to time of menarche and psycho-mental state of students at the time in menarche and investigate the present state of school health education relate to menarche of adolescents. The total number of 732 girls was drown from first, second and third grades of 4 middle schools in Seoul. For the data collection the survey was conducted during the period from May 1 to May 20, 1982 by using prepared questionair. The major results are summarized as follow; 1. Mean age at menarche and the percent distribution of menarche experienced. It was observed that about 68.7% of sampled students have been experienced menarche at the time interviewed. For the each group, age at menarche is revealed that among the students about 37.8% are experienced menarche for under 12 years old group, 62.1% for 13 year-old group, 80.6% for 14 year-old group and 95.5% for over 15 years old. In sum it was found that the mean age at menarche was 12.3 years old, ranged from age at 10 as earlist the age at 15 as latest. 2. Variables associated with age at menarche. 1) There was tendency those student who belong to upper class economic status have had menarche earlier than those student who belong to lower class. Therefore, economic status is closely related to age at menarche. 2) In time of mother's education level, it is also found that those students whose mother's education levels from high school and college are experienced menarche earlier than those students whose mother's education levels from primary school and no-education. 3) However, in connection with home discipline, there was no significant relationship between age at menarche and home disciplines which are being treated "Rigid", "Moderated ", "Indifferent". 4) Degree of communication between parents and daughter about sex matters was found to be associated each others in determination of age at menarche. 5) It was found that high association between mother's menarche age and their daughter's menarche age was observed. Mother's age at menarche earlier trend to be shown also as earlier of their daughters. 6) Those students belong to "D & E" of physical substantiality index are trend to be earlier in menarche than those students in the index "A & B". 3. Psycho-mental state at the time of menarche. Out of the total students 68.2% had at least one or more than one of subjective symptoms. Shyness was shown as most higher prevalent symptom and others are fear, emotional instability, unpleasant feeling, depression, radical behavior, inferior complex and satisfaction appeared. Very few cases are appeared be guilty and stealing feeling. 4. The present status of school health education program related to menarche. As to the source of information about menarche, teacher was a main source with average index 5.88 and the other informants were mother & family member, friends, books and magagines, movies, television, and radio. For the problem solving at menarche, mother & family members were subject to discussion with an average index 6.02 as high. The others for discuss and knowledge about menarche were books, magagine, friends, teachers, and self-learning based on own experienced. The time of learning about menarche, it was learned as highest percentage with 43.2% at a 6 grades of primary school, middle school with 34.4%, 5 grade of primary school with 18.2%, and 4 grade of primary school with 4.0% respectively.

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중년후기 여성의 건강증진행위 모형구축 (A Model for Health Promoting Behaviors in Late-middle Aged Woman)

  • 박재순
    • 여성건강간호학회지
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    • 제2권2호
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    • pp.298-331
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    • 1996
  • Recent improvements in living standard and development in medical care led to an increased interest in life expectancy and personal health, and also led to a more demand for higher quality of life. Thus, the problem of women's health draw a fresh interest nowadays. Since late-middle aged women experience various physical and socio-psychological changes and tend to have chronic illnesses, these women have to take initiatives for their health control by realizing their own responsibility. The basic elements for a healthy life of these women are understanding of their physical and psychological changes and acceptance of these changes. Health promoting behaviors of an individual or a group are actions toward increasing the level of well-being and self-actualization, and are affected by various variables. In Pender's health promoting model, variables are categorized into cognitive factors(individual perceptions), modifying factors, and variables affecting the likelihood for actions, and the model assumes the health promoting behaviors are affected by cognitive factors which are again affected by demographic factors. Since Pender's model was proposed based on a tool broad conceptual frame, many studies done afterwards have included only a limited number of variables of Pender's model. Furthermore, Pender's model did not precisely explain the possibilities of direct and indirect paths effects. The objectives of this study are to evaluate Pender's model and thus propose a model that explains health promoting behaviors among late-middle aged women in order to facilitate nursing intervention for this group of population. The hypothetical model was developed based on the Pender's health promoting model and the findings from past studies on women's health. Data were collected by self-reported questionnaires from 417 women living in Seoul, between July and November 1994. Questionnaires were developed based on instruments of Walker and others' health promotion lifestyle profile, Wallston and others' multidimensional health locus of control, Maoz's menopausal symptom check list and Speake and others' health self-rating scale. IN addition, items measuring self-efficacy were made by the present author based on past studies. In a pretest, the questionnaire items were reliable with Cronbach's alpha ranging from .786 to .934. The models for health promoting behaviors were tested by using structural equation modelling technique with LISREL 7.20. The results were summarized as follows : 1. The overall fit of the hypothetical model to the data was good (chi-square=4.42, df=5, p=.490, GFI=.995, AGFI=.962, RMSR=.024). 2. Paths of the model were modified by considering both its theoretical implication and statistical significance of the parameter estimates. Compared to the hypothetical model, the revised model has become parsimonious and had a better fit to the data (chi-square =4.55, df=6, p=.602, GFI=.995, AGFI=.967, RMSR=.024). 3. The results of statistical testing were as follows : 1) Family function internal health locus of control, self-efficacy, and education level exerted significant effects on health promoting behaviors(${\gamma}_{43}$=.272, T=3.714; ${\beta}_[41}$=.211, T=2.797; ${\beta}_{42}$=.199, T=2.717; ${\gamma}_{41}$=.136, T=1.986). The effect of economic status, physical menopausal symptoms, and perceived health status on health promoting behavior were insignificant(${\gamma}_{42}$=.095, T=1.456; ${\gamma}_{44}$=.101, T=1.143; ${\gamma}_{43}$=.082, T=.967). 2) Family function had a significance direct effect on internal health locus of control (${\gamma}_{13}$=.307, T=3.784). The direct effect of education level on internal health locus of control was insignificant(${\gamma}_{11}$=-.006, T=-.081). 3) The directs effects of family functions & internal health locus of control on self-efficacy were significant(${\gamma}_{23}$=.208, T=2.607; ${\beta}_{21}$=.191, T=2.2693). But education level and economic status did not exert a significant effect on self-efficacy(${\gamma}_{21}$=.137, T=1.814; ${\beta}_{22}$=.137, T=1.814; ${\gamma}_{22}$=.112, T=1.499). 4) Education level had a direct and positive effect on perceived health status, but physical menopausal symptoms had a negative effect on perceived health status and these effects were all significant(${\gamma}_{31}$=.171, T=2.496; ${\gamma}_{34}$=.524, T=-7.120). Internal health locus and self-efficacy had an insignificant direct effect on perceived health status(${\beta}_{31}$=.028, T=.363; ${\beta}_{32}$=.041, T=.557). 5) All predictive variables of health promoting behaviors explained 51.8% of the total variance in the model. The above findings show that health promoting behaviors are explained by personal, environmental and perceptual factors : family function, internal health locus of control, self-efficacy, and education level had stronger effects on health promoting behaviors than predictors in the model. A significant effect of family function on health promoting behaviors reflects an important role of the Korean late-middle aged women in family relationships. Therefore, health professionals first need to have a proper evaluation of family function in order to reflect the family function style into nursing interventions and development of strategies. These interventions and strategies will enhance internal health locus of control and self-efficacy for promoting health behaviors. Possible strategies include management of health promoting programs, use of a health information booklets, and individual health counseling, which will enhance internal health locus of control and self-efficacy of the late-middle aged women by making them aware of health responsibilities and value for oneself. In this study, an insignificant effect of physical menopausal symptoms and perceived health status on health promoting behaviors implies that they are not motive factors for health promoting behaviors. Further analytic researches are required to clarify the influence of physical menopausal symptoms and perceived health status on health promoting behaviors with-middle aged women.

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텍스트 마이닝을 통한 우리나라의 벼 도열병 발생 개황 분석 (Analysis of Rice Blast Outbreaks in Korea through Text Mining)

  • 송성민;정현정;김광형;김기태
    • 식물병연구
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    • 제28권3호
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    • pp.113-121
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    • 2022
  • 벼 도열병은 전 세계적으로 발병하여 쌀 수확량을 크게 감소시키는 주요 식물병이다. 벼 도열병은 한국에서도 주기적으로 대발생하여 사회경제적으로 큰 피해를 입힌다. 이를 예방하기 위해서는 병 발생 예찰 시스템이 필요하다. 또한 병 발생에 대한 역학 조사는 식물병 관리를 위한 의사결정을 내릴 때 도움을 줄 수 있다. 현재 도열병 예찰 및 역학 조사는 주로 작물의 생육량, 기상 환경 요인 등 정량적으로 측정 가능한 정형 데이터를 기반으로 수행되고 있다. 정형 데이터와 함께 도열병 발생과 관련한 텍스트 자료들도 많이 축적되고 있다. 그러나 이러한 비정형 데이터를 이용한 역학 조사는 이루어지지 않고 있다. 비정형 데이터를 활용하여 유용한 정보를 추출한다면 도열병을 포함한 앞으로의 식물병 관리에 사용할 수 있을 것이다. 이 연구는 텍스트 마이닝을 통해 도열병 관련 뉴스 기사를 분석하여 우리나라에서 벼 도열병이 다발생한 연도와 지역을 조사하였고, 해당 지역의 평균 기온, 합계 강수량, 일조시간, 공급된 벼 품종을 분석하였다. 이를 통해 2020년 평년에 비해 낮은 기온과 일조시간 및 높은 강수량이 전국적인 도열병 다발생의 원인에 기여했고, 2021년 전라북도와 경상북도 일부 지역의 다발생은 비슷한 기상학적 요인에 의한 것으로 추측할 수 있었다. 더하여 같은 벼 품종의 연작에 의한 도열병 다발생 가능성과 질소 비료의 시비량이 병 발생에 미치는 영향에 대한 추후 연구가 필요하다. 결론적으로, 쏟아지는 정보의 홍수속에서 관련 기사를 종합적으로 보기 어렵다. 따라서, 텍스트 마이닝을 통해 얻은 결과로 특정 키워드들이 많이 관찰될 때 적극적 방제에 대한 의사결정을 할 수 있는 시스템이 구축될 필요가 있다. 이는 추후 딥러닝 기술과 접목되어 벼 도열병 역학 조사 도구로 사용될 수도 있을 것이다. 텍스트 마이닝을 통해 얻은 유의미한 정보를 기존의 정형 데이터 기반의 모델과 결합한다면 농업현장에서 병발생 예측 또는 방제기술 개선에 필요한 고품질 정보를 제공해줄 수 있을 것이라고 예상한다.