• 제목/요약/키워드: Multiple-Linear-Regression

검색결과 1,745건 처리시간 0.033초

사회복지실천에서 리더의 변혁적 리더십이 사회복지사의 역량강화와 자기효능감에 미치는 조절효과에 관한 연구 (Centering Effect of the Transactional Leadership between the Social Worker Empowerment and Social Work Self-Efficacy in Social Work Practice)

  • 박봉길;전선영
    • 한국사회복지학
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    • 제58권4호
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    • pp.341-369
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    • 2006
  • 본 연구는 사회복지 실천에서 사회복지사의 역량강화와 자기효능감 간의 관계를 밝히고, 변혁적 리더십이 이들 관계를 조절하여주는지 살펴보기 위하여 시도되었다. 조사는 서울의 사회복지기관에서 근무하는 사회복지전담공무원과 사회복지사를 대상으로 진행되었으며 390명의 자료가 최종분석에 활용되었다. 조사도구로는 사회복지사 역량강화, 사회복지 자기효능감, 변혁적 리더십 척도 등이 사용되었으며, 수집된 자료는 SPSS/PC+ 12.0을 사용하여 기술통계분석, 피어슨의 상관관계, 신뢰도 분석, 요인분석, 다중선형회귀분석, 일반선형모델 분석을 실시하였다. 연구결과 역량강화와 변혁적 리더십의 정도가 높을수록 사회복지사의 사회복지 자기효능감이 높은 것으로 나타났다. 그리고 역량강화 하위요소 가운데 전문적 활동과 사회복지사의 사회복지 자기효능감 간의 관계에서 사회복지사가 인지하는 리더의 변혁적 리더십의 조절효과가 나타났다. 결론적으로 사회복지사가 인지한 리더의 변혁적 리더십의 수준이 높은 집단의 사람들보다는 낮은 집단의 사람들에게서 상대적으로 사회복지사의 전문적 활동이 사회복지사의 자기효능감에 미치는 영향이 높게 나타났으며, 이러한 결과는 전문적 활동을 수행해야 하는 사회복지사와 사회복지기관에 시사해 주는 바가 크다.

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간호사의 비판적 사고성향, 간호과정 수행능력과 근거기반실무역량과의 관계 (The relationship among critical thinking disposition, nursing process competency and evidence-based practice competency in nurses working in hospitals)

  • 김경윤;이은주
    • Journal of the Korean Data and Information Science Society
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    • 제27권2호
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    • pp.451-461
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    • 2016
  • 본 연구의 목적은 400병상 이상 종합병원에 근무하는 간호사들의 비판적 사고성향, 간호과정 수행능력과 근거기반실무역량 수준을 파악하고, 비판적 사고성향, 간호과정 수행능력과 근거기반실무역량과의 관계를 파악하여 근거기반실무역량 향상을 위한 기초 자료를 제공하고자 시도되었다. 본 연구는 서술적 상관관계 연구로 종합병원에 근무하는 262명의 간호사를 대상으로 자기기입식 설문지를 통해 조사하였다. 수집된 자료는 SPSS 21.0을 사용하여 통계 분석하였다. 본 연구의 결과 간호사의 비판적 사고성향과 간호과정 수행능력과 근거기반실무역량은 중정도 이상의 수준이었고 간호사의 근거기반실무역량은 비판적 사고성향 (r=.42, p <.001), 간호과정 수행능력 (r=.58, p <.001)과 정적인 상관관계를 나타냈다. 위계적 회귀분석 결과 비판적 사고성향 (${\beta}=.34$, p <.001)과 간호과정 수행능력 (${\beta}=.57$, p <.001)은 근거기반실무역량에 유의한 영향요인으로 나타났다. 이러한 연구결과를 통해서 간호사의 근거기반실무역량 향상을 위해서 간호사의 비판적 사고성향과 간호과정 수행능력의 향상을 위한 전략이 요구되어진다.

현실요법 집단상담 프로그램이 초등학생의 리더십 생활기술, 사회성, 학급 응집력에 미치는 영향 (Effects of Reality Therapy Group Program on Leadership Life Skills, Sociality, and Classroom Unity of Elementary School children)

  • 김세용;변상해
    • 벤처창업연구
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    • 제8권1호
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    • pp.183-191
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    • 2013
  • 본 연구는 현실요법 집단상담 프로그램이 초등학생의 리더십 생활기술, 사회성, 학급 응집력에 어떠한 효과를 미치는지를 알아보기 위하여 경기도 S지역의 K초등학교 학생을 대상으로 연구에 참가를 희망하는 34명을 모집하여 실험집단 17명, 통제집단 17명으로 무선 배정하였다. 실험집단과 통제집단 간의 사전 검사 검증과 사후검사 검증에 대해서는 비모수적 통계인 Mann-Whitney U Test와 중다선형 회기분석을 실시하였다. 연구결과를 바탕으로 결론을 내리면 다음과 같다. 첫째, 현실요법 집단상담 프로그램을 경험한 실험집단은 통제집단보다 리더십 생활기술에서 통계적으로 유의미한 효과가 있었다. 둘째, 현실요법 집단상담 프로그램을 경험한 실험집단은 통제집단보다 사회성에서 통계적으로 유의미한 효과가 있었다. 셋째, 현실요법 집단상담 프로그램을 경험한 실험집단은 통제집단보다 학급 응집력에서 통계적으로 유의미한 효과가 있었다. 따라서 현실요법 집단상담 프로그램이 초등학생의 리더십 생활기술과 사회성, 학급 응집력에 긍정적인 방향으로 영향을 미친다는 사실을 알 수 있다.

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Comparison of Grain Quality Traits between Japonica Rice Cultivars from Korea and Yunnan Province of China

  • Yu, Teng-Qiong;Jiang, Wenzhu;Ham, Tae-Ho;Chu, Sang-Ho;Lestari, Puji;Lee, Jeong-Heui;Kim, Myeong-Ki;Xu, Fu-Rong;Han, Longzhi;Dai, Lu-Yuan;Koh, Hee-Jong
    • Journal of Crop Science and Biotechnology
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    • 제11권2호
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    • pp.135-140
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    • 2008
  • Improving eating quality is one of the most important objectives in japonica rice breeding programs in Yunnan Province of China. Eating quality and its relevant traits of nine Korean and 11 Yunnan rice cultivars were comparatively analyzed in this study. The grain shape of most Yunnan japonica rice cultivars have a relatively slender shape and are slightly larger than Korean rice cultivars. Palatability value of cooked rice of Yunnan rice cultivars was significantly lower, while the protein content of Yunnan rice cultivars was significantly higher than that of Korean cultivars. Peak viscosity and breakdown viscosity of the Yunnan rice cultivars were significantly lower, while setback viscosity of the Yunnan rice cultivars was significantly higher than in Korean rice cultivars. Palatability value of cooked rice was negatively correlated with protein content and setback viscosity but positively correlated with peak viscosity, breakdown viscosity, and cool paste viscosity. Through multiple linear regression analysis, an equation for estimating palatability value(PV) of cooked rice based on quality traits was generated as dependent only upon protein content(PC), PV=139.024-(10.865$\times$PC) with an $R^2$ value of 0.822. The results suggest that reducing protein contents should be the major target in improving eating quality of Yunnan japonica rice cultivars through integrated approaches of both cultivar development and appropriate cultural practices. Genetic similarities among cultivars based on DNA markers which had been identified as associated with grain quality seemed not to be directly related to PV.

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Factors to Predict Successful Harvest during Autologous Peripheral Hematopoietic Stem Cell Collection

  • Kim, Mun-Ja;Jin, Soo-He;Lee, Duk-Hee;Park, Dae-Weon;Koh, Sung-Ae;Lee, Kyung-Hee;Hyun, Myung-Soo;Kim, Min-Kyoung
    • 대한의생명과학회지
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    • 제18권2호
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    • pp.131-138
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    • 2012
  • Autologous peripheral blood stem cell transplantation (PBSCT) has been used as a major treatment strategy for hematological malignancies. The number of CD34 positive cells in the harvested product is a very important factor for achieving successful transplantation. We studied the factors that can predict the number of CD34 positive cells in the harvested product of acute myelocytic leukemia (AML), multiple myeloma (MM) and Non-Hodgkin's lymphoma (NHL) patients after mobilizing them with chemotherapy plus G-CSF. A total of 73 patients (AML 19 patients, MM 28 patients, NHL 26 patients) with hematological malignancies had been mobilized with chemotherapy and granulocyte colony-stimulating growth factor from April, 2000 to February, 2012. Group's characteristics, checkup opinion of pre-peripheral blood on the day of harvest & outcome of PBSC were analyzed and evaluated using SPSS statistics program after grouping patients as below; group 1: CD34 cell counts < $2{\times}10^6/kg$ (n=16); group 2: $2{\times}10^6/kg{\leq}CD34$ cell counts < $6{\times}10^6/kg$ (n=32); group 3: CD34 cell counts ${\geq}6{\times}10^6/kg$ (n=25). We analyzed the clinical characteristics, the peripheral blood (PB) parameters and the number of CD34 positive cells in the PB and their correlation with the yield of CD34 positive cells collected from the mobilized patients. The total number of leukapheresis sessions was 263 (mean: 3.55 session per patient), and the mean number of harvested CD34 positive cells per patient was $7.37{\times}10^6/kg$. The number of CD34 positive cells in product was significantly correlated with the number of platelet and CD34 positive cells in peripheral blood (P<0.05). The number of PB CD34 positive cells was the best significant factor for the quantity of harvested CD34 positive cells on the linear regression analysis (P<0.05). Many factors could influence the mobilization of peripheral blood stem cells. Platelet count and PB CD34 positive cells count were the two variables which remained to be significant in multivariate analysis. Therefore, the number of platelet and CD34 positive cells in peripheral blood on the day of harvest can be used as an accurate predictor for successful peripheral blood stem cell collection.

환경성 PAHs 노출과 생체지표 연구 (Urinary PAH Metabolites as Biomarkers of Environmental PAHs Exposure)

  • 이경호;이충민;조수헌;권호장;강대희
    • Toxicological Research
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    • 제23권1호
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    • pp.39-46
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    • 2007
  • The aim of the study was to see if there is any differences in urinary 1-hydroxypyrene glucuronide (1-OHPG) and 2-naphthol levels in children ($8{\sim}14$ years old) and their mothers ($30{\sim}46$ years old) living three cities in South Korea (Seoul, Incheon and Pohang) and three in China (Changchun, Datong and Kunming), where the levels of air pollution varies. The factors related with urinary biomarkers levels were also evaluated. The study subjects consisted of 118 Korean (60 children and 58 their mothers) and 120 Chinese (60 children and 60 their mothers). Urinary 1-OHPG was measured by synchronous fluorescence spectroscopy after immuno-affinity purification using monoclonal antibody 8E11 and urinary 2-naphthol concentrations were determined by HPLC with fluorescence detector. Information on recent consumption of diet containing high PAHs, environmental tobacco smoke (ETS), type of cooking and heating fuels, and other life-style characteristics were collected by self-administered questionnaire. The arithmetic mean of urinary 1-OHPG levels (n = 120, $mean{\pm}SD$, $6.77{\pm}7.96{\mu}mol/mol$ creatinine) in Chinese were 10 fold higher than those in Korean (n = 118, $0.62{\pm}0.61{\mu}mol/mol$ creatinine) (P < 0.01). Urinary 2-naphthol levels in Chinese (n = 119, $59.50{\pm}82.29{\mu}g/g$ creatinine) were significantly higher than those in Korean (n = 117, $25.09{\pm}46.56{\mu}g/g$ creatinine) (P < 0.01). Urinary 1-OHPG and 2-naphthol levels were significantly higher in children living the polluted cities in China (Datong and Chanchun, respectively). Multiple linear regression analysis indicated that living in factory area (vs. residential area) and use of coal stove as heating fuel were significant predictors for urinary 1-OHPG (overall model $R^2$= 0.46, n = 204). And ETS was predictor for urinary 2-naphthol levels in Korean ($R^2$ = 0.36, n = 46). These results indicated that urinary 1-OHPG and 2-naphthol levels were related with different ambient particulate air pollution, type of heating fuels and ETS.

전공의들의 전문직인식이 직업만족도에 미치는 영향 (Interns' and Residents' Professional Job Perception and Its Effect to Their Job Satisfaction)

  • 강윤식;감신;예민해
    • Journal of Preventive Medicine and Public Health
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    • 제30권1호
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    • pp.209-228
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    • 1997
  • In ordo to investigate the professional job perception and job satisfaction of interns and residents and its related factors, the author conducted survey using self administered questionnaire for 2 months(August and September, 1996). The study subjects were 562 interns and residents who worked at one university hospital(tertiary hospital) and two general hospitals(secondary hospital) in Taegu, Korea. Among them, 297 (52.8%) responded completely. The results were as follows ; Respondents thought that people component was most important, science and status components were next among professional value scales which meant the desirable attitudes required to conduct professional works. But, the score of professional value scales was generally high and not affected by other variables in multiple linear regression analysis. They seemed to have very normative and ideal perceptions about professional values. The score of professionalism scales, which were attitudinal and behavioral traits about professional job, of high grade residents was significantly higher than that of interns and lower grade residents. The score of reference to professional organization and autonomy factor were increasing significantly as the grade increased. Working conditions and perception for socioeconomic status of doctors influenced the score of professionalism scale significantly. It seemed that professional socialization was made during the training periods of interns and residents. Most of respondents answered that current socioeconomic status of doctors were middle and high strata but they responded that the socioeconomic status of doctors would fall in the future. They seemed to have a pessimistic thought about doctor's status. Generally the respondents thought that they were satisfied with doctor job and fit to the job, but 51.9% answered that if possible they would get other jobs. It seemed to reflect their critical thinking on doctors' status. Perceptions about socioeconomic status of doctors, professional value and professionalism influenced job satisfaction significantly. The interns and residents had high sense of calling to doctors and thought that doctors were socially important job. Generally they were satisfied with their job. Interns and residents had normative thoughts about the trait which compentent doctors must have. During the training period, they seemed to have attitude and perception as a professional and to make professional socializations.

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무인기 기반 RGB 영상을 이용한 동계작물 바이오매스 평가 모델 개발 (Development of Biomass Evaluation Model of Winter Crop Using RGB Imagery Based on Unmanned Aerial Vehicle)

  • 나상일;박찬원;소규호;안호용;이경도
    • 대한원격탐사학회지
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    • 제34권5호
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    • pp.709-720
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    • 2018
  • 작황 모니터링에서 바이오매스의 정확한 평가를 위해서는 정확하고 신속한 작물 생육 상황 등 현장자료의 확보가 필수적이다. 또한, 바이오매스의 평가는 작황 모니터링 및 수확량 예측에 활용된다. 무인기 영상은 작물의 성장에 따라 빠르게 수집할 수 있기 때문에 정밀농업에서 포장내 공간변이 파악 및 분석에 사용되고 있다. 본 연구는 원격탐사 기술을 이용한 동계작물 바이오매스 평가 방법 개발을 위하여 식생지수($E{\times}G$)에 의한 식생 피복률(VF)과 작물 표고 모형(CSM) 기반의 초고(PH)를 이용하여 보리와 밀을 대상으로 바이오매스 평가 모델을 개발하는 것을 목적으로 하였다. 식생 피복률, 초고 및 상호작용 항을 독립변수로 하여 다중 선형 회귀 모델을 구축한 결과, 5가지 품종의 결정계수는 0.84~0.99로 나타났으며, 보리와 밀의 결정계수 및 평균 제곱근 오차는 각각 0.91, 0.90 및 102.09, $110.87g/m^2$으로 나타났다. 따라서 무인기 영상을 활용한 동계작물의 바이오매스 평가 및 작황 모니터링이 가능한 것으로 판단된다.

Preliminary study on the use of near infrared spectroscopy for determination of plasma deuterium oxide in dairy cattle

  • Purnomoadi, Agung;Nonaka, Itoko;Higuchi, Kouji;Enishi, Osamu;Amari, Masahiro;Terada, Fuminori
    • 한국근적외분광분석학회:학술대회논문집
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    • 한국근적외분광분석학회 2001년도 NIR-2001
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    • pp.4101-4101
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    • 2001
  • Information of body composition (fat and protein) in living animal is important to determine the nutrients requirement. Deuterium oxide (D2O) dilution techniques, as one of isotope dilution techniques have been useful for the prediction of body composition. However, the determination of D2O concentration is time consuming and complicated. Therefore this study was conducted to develop a new method to predict D2O concentration in plasma using near infrared spectroscopy technique (NIRS). Four dairy cows in early lactation were used. They were fed total mixed ration containing conr silage, timothy hay, and concentrates to make 17.0%CP and 14.0 MJDE/kgDM. Dosing D2O was at week 1,3 and 5 after parturition. After dosing D2O, the blood was collected from hour 0 to 72. Blood samples were then centrifuge at 3,000 rpm for 10 minutes to obtain plasma. D2O concentration was analyzed by gas chromatograph (deuterium oxide analyzable system, HK102, Shokotsusyou) after extracted from plasma by liophilization. Plasma sample was scanned by NIRS using Pacific Scientific (Neotec) model 6500 (Perstorp Analytical, Silver Spring, MD) in the range of wavelength from 1100 to 2500 nm. Calibration equation was developed using multiple linear regression. Sample from one animal (cow #550; n: 74) was used for developing the calibration while the rest three animals were used for validating the equation. The range, R and SEC of the calibration set samples were 135-925 ppm, 0.93 and 48.1 ppm, respectively. Validation of the calibration equation for three individual cows was done and the average of NIR predicted value of D2O at each collection time from three weeks injection showed a high correlation. The range, r and 53 of plasma from cow #474 were 322-840 ppm,0.93 and 53.1; cow #478 were 146-951 ppm,0.95 and 39.8; cow #942 were 313-885 ppm,0.95 and 37.2, respectively. Judgement of accuracy based on ratio of standard deviation and standard error in validation set samples (RPD) for cow #474, #478 and #942 were 2.2,4.3 and 3.4, respectively. The error in application due to the variation between individual was considered smaller than the bias from collection period, however, this prediction can be overcome with correction of standard zero-minute concentration of blood. The results of this preliminary study on the use of NIRS for determination of D2O in plasma showed very promising as shown by a convenient and satisfy accuracy. Further study on various physiological stage of animal should be done.

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가설검정과 신뢰구간의 재현성 (Reproducibility of Hypothesis Testing and Confidence Interval)

  • 허명회
    • 응용통계연구
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    • 제27권4호
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    • pp.645-653
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    • 2014
  • p-값은 관측 표본과 관측 결과보다 심하게 대안가설의 방향으로 영가설을 이탈하는 표본들이 영가설 하에서 갖는 확률이다. p-값이 일정 ${\alpha}$(= 0:05)보다 작게 나타나면 연구자는 대안가설이 지지된 것으로 본다. 그런 경우라고 하더라도 그의 가설이 향후 연구에서 번복될 수 있는데 그 이유는 p-값이 표본에 따라 변동하는 통계량이기 때문이다. Boos와 Stefanski (2011)는 붓스트랩 방법으로 p-값의 예측분포를 구할 수 있음을 보였다. 그들은 그 분포의 상위 10-20% 분위수가 ${\alpha}$보다 작은가를 확인할 필요가 있음을 강조한다. 만약 그렇지 않은 경우에는 "지지"된 가설의 재현성이 문제될 수 있기 때문이다. 가설검정에서 일정 수준의 재현율을 확보하기 위해서는 표본의 증대가 요구된다. 이 연구는 k배 확대 붓스트랩 표본추출(boosted bootstrap sampling)로써 필요한 표본크기를 계산할 수 있음을 두 표본의 비교와 다중선형회귀의 수치 예에서 보인다. k 값을 정하기 위해서는 몇 차례 시행착오를 해야 하지만 계산적 부담은 크지 않다. 95% 신뢰구간은 독립적인 표본들로부터 같은 방식으로 산출되는 구간이 미지의 모수를 포함할 확률이 95%가 되도록 설정된다. 이 연구는 한 관측표본으로부터 얻어진 95% 신뢰구간 내 개별 점이 미래 연구의 신뢰구간에도 포함될 것인지 그 재현성을 붓스트랩 재표본들에서 평가한다. 이 연구는 개별 점에서 산출한 신뢰구간 재현율을 그래프로 보인다.