• 제목/요약/키워드: cross correlation analysis

검색결과 1,290건 처리시간 0.03초

여자 경찰 기동대원의 직무 스트레스, 건강증진행위와 삶의 질의 관련성 (Association of Job Stress and Health Promotion Behaviors with Quality of Life among Female Riot Police Officers)

  • 류기욱;최모나
    • 한국직업건강간호학회지
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    • 제28권4호
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    • pp.187-196
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    • 2019
  • Purpose: The purpose of this study was to investigate the association of job stress and health promotion behaviors with the quality of life in female riot police officers. Methods: A cross-sectional design was adopted, and a convenience sample of 182 female riot police officers from 5 Metropolitan Police Agencies in South Korea. All participants completed a self-administered survey questionnaire that assessed job stress, health promotion behavior, and quality of life in May 2018. The collected data were analyzed using t-test, analysis of variance, and correlation and multiple linear regression analyses, all of which were executed using SPSS/WIN 23.0 and STATA 13.0. Results: The level of job stress among participants was moderate, and the mean was 45.25 out of a maximum possible score of 100. The mean scores that emerged for health promotion behaviors and the quality of life were 2.62 (maximum=4) and 56.59 (maximum=100), respectively. Job stress (r=-.380, p<.001) and health promotion behaviors (r=.559, p<.001) were correlated with the quality of life. The statistically significant predictors of the quality of life were job stress (${\beta}=-.212$, p=.001) and health promotion behaviors (${\beta}=.417$, p<.001). Conclusion: The variables that were associated with the quality of life of female riot police officers were job stress and health promotion behaviors. Therefore, interventions that can enhance job stress management and health promotion behaviors are needed to improve the quality of life of female riot police officers.

낙동강 유역에서 하천 TP 농도의 공간적 변동성에 영향을 미치는 주요 유역특성 (Major Watershed Characteristics Influencing Spatial Variability of Stream TP Concentration in the Nakdong River Basin)

  • 서지유;원정은;최정현;김상단
    • 한국물환경학회지
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    • 제37권3호
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    • pp.204-216
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    • 2021
  • It is important to understand the factors influencing the temporal and spatial variability of water quality in order to establish an effective customized management strategy for contaminated aquatic ecosystems. In this study, the spatial diversity of the 5-year (2015 - 2019) average total phosphorus (TP) concentration observed in 40 Total Maximum Daily Loads unit-basins in the Nakdong River watershed was analyzed using 50 predictive variables of watershed characteristics, climate characteristics, land use characteristics, and soil characteristics. Cross-correlation analysis, a two-stage exhaustive search approach, and Bayesian inference were applied to identify predictors that best matched the time-averaged TP. The predictors that were finally identified included watershed altitude, precipitation in fall, precipitation in winter, residential area, public facilities area, paddy field, soil available phosphate, soil magnesium, soil available silicic acid, and soil potassium. Among them, it was found that the most influential factors for the spatial difference of TP were watershed altitude in watershed characteristics, public facilities area in land use characteristics, and soil available silicic acid in soil characteristics. This means that artificial factors have a great influence on the spatial variability of TP. It is expected that the proposed statistical modeling approach can be applied to the identification of major factors affecting the spatial variability of the temporal average state of various water quality parameters.

급성통증관리 간호사 주도의 수술 후 통증관리 현황 (Postoperative Pain Management Status led by Nurse of Acute Pain Service)

  • 강미라;류정옥;김명희;윤혜신;권정순
    • 임상간호연구
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    • 제26권3호
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    • pp.296-304
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    • 2020
  • Purpose: This study was conducted to demonstrate objective stability of postoperative pain management status managed by nurse-based, anesthesiologist-supervised Acute Pain Service (APS). Methods: A retrospective descriptive review was conducted with 5,748 patients who had used intravenous Patient Controlled Analgesia (PCA) from January to December 2017. Data were analyzed using descriptive statics, Frequency analysis, ANOVA, Cross tabulation with χ2test, and Correlation coefficient. Results: As the APS nurse's education date increased, the period of using PCA was statistically significantly longer, and the period of stopping PCA while using it became shorter (p<.001). Statistically significant, the most painful operations were extremities, spine, upper abdomen, and thorax, while the least painful surgery was lower abdomen (p<.001). Lower abdominal surgery used the highest amount of PCA (p<.001), and extremities and spinal surgery, the lowest amount of PCA and frequently stop using it (p<.001). The most common side effects were nausea and vomiting after surgery, with an incidence of 16.0% within 24 hours and 9.8% within 48 hours. The overall error caused by PCA was 1.5%, with 84.3% being caused by human errors. Conclusion: With the pain management effect of APS nurses, patients used PCA more effectively. There were also fewer side effects and error rates compared to prior studies. Therefore, it is suggested that this system is safe and effective for pain management.

고온고습시험에 의한 멀티 와이어 PV 모듈의 금속 간 화합물 층의 성장에 관한 연구 (A Study on Growth of Intermetallic Compounds Layer of Photovoltaic Module Interconnected by Multi-wires under Damp-heat Conditions)

  • 문지연;조성현;손형진;전다영;김성현
    • Current Photovoltaic Research
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    • 제8권4호
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    • pp.124-128
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    • 2020
  • Output power of photovoltaic (PV) modules installed outdoors decreases every year due to environmental conditions such as temperature, humidity, and ultraviolet irradiations. In order to promote the installation of PV modules, the reliability must be guaranteed. One of the important factors affecting reliability is intermetallic compounds (IMC) layer formed in ribbon solder joint. For this reason, various studies on soldering properties between the ribbon and cell have been performed to solve the reliability deterioration caused by excessive growth of the IMC layer. However, the IMC layer of the PV module interconnected by multi-wires has been studied less than using the ribbon. It is necessary to study soldering characteristics of the multi-wire module for improvement of its reliability. In this study, we analyzed the growth of IMC layer of the PV module with multi-wire and the degradation of output power through damp-heat test. The fabricated modules were exposed to damp-heat conditions (85 ºC and 85 % relative humidity) for 1000 hours and the output powers of the modules before and after the damp-heat test were measured. Then, the process of dissolving ethylene vinyl acetate (EVA) as an encapsulant of the modules was performed to observe the IMC layer. The growth of IMC layer was evaluated using OM and FE-SEM for cross-sectional analysis and EDS for elemental mapping. Based on these results, we investigated the correlation between the IMC layer and output power of modules.

청소년의 외로움과 자살생각: 희망의 매개효과 (The Relationship between Loneliness and Suicidal Ideation in Adolescents: The Mediating effect of Hope)

  • 정혜경
    • 디지털융복합연구
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    • 제19권3호
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    • pp.227-233
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    • 2021
  • 본 연구는 청소년이 지각하는 외로움이 자살생각에 미치는 영향을 파악하고 두 변수간의 관계에서 희망의 매개효과를 규명함으로써 청소년의 자살 예방 및 관리 방안 모색을 위한 기초자료를 제공하고자 시도되었다. 연구대상은 고등학교 청소년 338명이며 수집된 자료는 SPSS/WIN 18.0을 이용하여 분석하였다. 연구결과, 청소년이 지각하고 있는 외로움과 희망, 희망과 자살생각은 각각 부적 상관관계, 외로움과 자살생각은 정적 상관관계가 있는 것으로 나타났으며, 희망은 외로움과 자살생각과의 관계에서 부분적으로 매개효과가 있는 것으로 확인되었다. 본 연구결과를 바탕으로 청소년이 당면하고 있는 위기상황 관리에 대한 중요성을 인식하고 청소년 자살생각 감소를 위한 희망증진 프로그램개발 등의 방안이 시급히 마련되어야 할 것으로 생각된다.

Interaction and main effects of physical and depressive symptoms on quality of life in Korean women seeking care for rectal prolapse: a cross-sectional observational study

  • Moon, Hee;Park, Youngrye;Kim, Mili;Lee, Seonah
    • 여성건강간호학회지
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    • 제27권4호
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    • pp.297-306
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    • 2021
  • Purpose: Rectal prolapse is still a relatively understudied medical condition, especially in women, whereas physical symptoms, depressive symptoms, and quality of life (QOL) in women with pelvic organ prolapse have been steadily studied. This study aimed to examine the interaction and main effects of physical and depressive symptoms on physical and mental QOL of women seeking care for rectal prolapse in Korea. Methods: Ninety-two women with rectal prolapse were recruited from a colorectal surgery clinic of a tertiary teaching hospital in Gwangju, Korea. Physical symptoms related to rectal prolapse (pelvic organ prolapse distress, POPD; colorectal-anal distress, CRAD; and urinary distress, UD), depression, and QOL were measured. The data were analyzed using descriptive statistics, Pearson correlation coefficient, and two-way analysis of variance. Results: The interaction between POPD symptoms and depressive symptoms (F=4.51, p=.037) affected physical QOL. The interaction between POPD (F=9.66, p=.003) and CRAD symptoms (F=7.48, p=.008), respectively, and depressive symptoms affected mental QOL. Depressive symptoms had a significant main effect on the physical QOL in the CRAD (F=6.22, p=.014) and UD (F=6.01, p=.016) groups and on mental QOL in the UD group (F=24.54, p<.001). Conclusion: Physical and depressive symptoms should be considered together to improve the QOL in women with rectal prolapse. Nursing interventions and medical treatments to decrease rectal prolapse-related physical and depressive symptoms are required to improve QOL in women with symptomatic rectal prolapse.

Analysis of Cone and Seed Characteristics from Different Mating Design Strategies of Pinus densiflora for. multicaulis

  • Lee, Kyungmi;Lee, Hyunseok;Kang, Jun-Won
    • Journal of Forest and Environmental Science
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    • 제37권4호
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    • pp.309-314
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    • 2021
  • This study aimed to enhance seed productivity and secure genetic resources for Pinus densiflora for. multicaulis. We analyzed the characteristics of cone and seed generated by control pollination between Pinus densiflora (PD) and Pinus densiflora for. multicaulis (PDM). The highest number of cone scales (63.0) was obtained from the self-pollinated (sp) PDM clone B (PDM-sp-B), whereas the lowest number of cone scales (44.7) was obtained from two combinations designated as PDM-A×PD-075 and PDM-A×PD-0111. Both female parents of the hybrids were PDM-A. The highest seed production capacity (80.8) was obtained from the open-pollinated (op) PDM clone B (PDM-op-B). The seed potentials of PDM-B×PD-0111, PDM-op-A, and PDM-sp-B were 67.4, 66.5, and 63.1, respectively. The highest number of fertile scales (41.5) was obtained from PDM-op-B, and the lowest number of fertile scales (28.8) was obtained from PDM-A×PD-075. The total number of aborted ovules and 1st aborted ovules was not statistically significant in the mating design. The cross combination of PDM-B×PD-0111 had the highest number (34.8) of filled seeds and the lowest number of 2nd aborted ovules (5.2) and empty seeds (9). PDM-op-B had the highest number of developed seeds (47.6), although the number of empty seeds was the highest (41.2). Therefore, we conclude that the mating design of PDM-B×PD-0111 is useful for future breeding programs to improve seed yield of PDM. Our results showed that there was a strong correlation between the following two parameter pairs: number of scales and number of fertile scales, and the number of fertility scales and seeds potential (r=0.89 and r=0.84, respectively; both p<0.01).

성인남자의 요산농도에 따른 혈액 지표 및 영양소 적정섭취비와 관련성 -국민건강영양조사(2016~2019년)자료를 이용하여- (The Association between Serum Uric Acid Levels and the Nutrients Adequacy Ratio among Male Adult Koreans -Based on the 2016~2019 Korea National Health and Nutrition Examination Survey-)

  • 채수진;이금선;김선희;류혜숙;윤미은
    • 대한영양사협회학술지
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    • 제28권3호
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    • pp.169-181
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    • 2022
  • This study evaluated the correlation between serum uric acid level and the nutrients adequacy ratio (NAR) using data from the Korea National Health and Nutrition Examination Survey (KNHANES) 2016~2019. This is a cross-sectional study in which 6,579 Korean male adults were divided into quartiles according to their uric acid levels. All analyses were performed with adjusted age. Uric acid decreased as the age increased from the age group 19~29 years to 30~49 years and then to 50~64 years. Interquartile results of serum uric acid levels showed that increases in the serum uric acid levels were associated with decreases in LDL-cholesterol (P<0.01), triglycerides (P<0.001), body weight (P<0.001), waist circumference (P<0.001), body mass index (P<0.001), systolic blood pressure (SBP) (P<0.001), diastolic blood pressure (DBP) (P<0.001). However, uric acid levels decreased with an increase in HDL cholesterol (P<0.001). The analysis of the NARs according to the quartiles of serum uric acid levels in men showed that an increase in serum uric acid levels was associated with a decrease in the NAR levels of dietary fiber (P<0.001), calcium (P<0.001), and folic acid (P<0.001).

라이프케어 증진을 위한 간호대학생의 수술 후 통증관리의 지식과 태도 분석 (Analysis of Postoperative Pain Management Knowledge and Attitudes in Nursing Students for Promotion of Life Care)

  • 이은희;이혜진
    • 한국엔터테인먼트산업학회논문지
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    • 제14권2호
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    • pp.187-194
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    • 2020
  • 본 연구는 간호대학생의 수술 후 통증 관리에 대한 인식을 파악하기 위한 서술적 조사연구이다. 연구 대상자는 임상실습 경험이 있는 간호대학생 171명이었다. 자료수집은 2019년 3월부터 6월까지 구조화된 설문지를 사용하여 이루어졌다. 연구결과 정답률은 일반적 지식 65.1%, 진통제 사용에 대한 지식 58.0%, 통증 관리에 대한 태도 81.9%로 나타났다. 통증 교육을 받은 경우와 남자인 경우 통증 지식과 태도가 더 높았다. 통증에 대한 일반적 지식 점수는 진통제 사용에 대한 지식, 통증 관리에 대한 태도와 양의 상관 관계가 나타났다. 본 연구 결과는 수술 후 통증 관리를 위해서 간호대학생을 위한 체계적인 교육프로그램의 개발과 지속적인 교육이 필요함을 보여줌으로써 수술 후 통증 관리를 위한 중재프로그램 개발하는데 활용되길 기대한다.

한강 수위 예측을 위한 데이터 품질 진단 및 개선 (Data Quality Assessment and Improvement for Water Level Prediction of the Han River)

  • 최지현;강진엽;안현
    • 한국항행학회논문지
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    • 제27권1호
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    • pp.133-138
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    • 2023
  • 최근 급격한 기후 변화 및 온난화로 인한 부작용으로 전 세계적으로 홍수 재해의 빈도 및 피해 규모가 증가하고 있다. 국내의 경우, 한강 수위는 대한민국 수도인 서울의 홍수 재해를 예방하기 위한 주요 관리 대상이다. 본 논문에서는 기계학습 기반의 한강 수위 예측을 개선하기 위해 관련 데이터 품질을 종합적으로 진단하고 이를 개선하기 위한 전처리 방안을 제안한다. 구체적으로는 결측치 처리와 교차 상관 분석을 통해 데이터를 완전성, 유효성, 그리고 정확성 측면에서 개선한다. 또한, 제안한 데이터 개선 방법이 한강 수위 예측 성능에 미치는 영향을 분석하기 위해 랜덤 포레스트와 LightGBM을 이용하여 성능 평가를 수행한다.