• 제목/요약/키워드: simple regression analysis

검색결과 923건 처리시간 0.029초

출산 후 여성들의 복합무용프로그램 실시가 신체구성, BDNF 및 Serotonin에 미치는 영향 (The Effects of Complex Dance Program on Body composition, BDNF & Serotonin in After Delivery Women)

  • 황예선;오수일;조성희;김상나
    • 한국콘텐츠학회논문지
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    • 제19권2호
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    • pp.558-567
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    • 2019
  • 본 연구는 출산 후 여성 14명을 대상으로 12주간 복합무용프로그램(ballet, contemporary dance, yoga)을 실시한 후 신체구성, BDNF, Serotonin에 어떠한 영향을 미치는지 알아보았다. 신체구성의 결과, 시기에 따른 주효과에서는 체지방률에서 두 집단 모두 유의한 감소를 나타냈으며 제지방량에서는 출한 후 만 1년 이내 집단에서 유의한 증가를 보였다(t=-3.821, p=.009). BDNF, Serotonin에서는 집단과 시기간의 상호작용효과를 볼 수 없었으며, 주효과에서도 집단 간, 시기 간 차이를 볼 수 없었다(p>.05). BDNF와 신체구성, Serotonin과의 상관 및 회귀분석 결과, BDNF와 Serotonin이 정적 상관을 보였으며(p=.025) 단순회귀 결과 17.9%의 설명력을 가지는 것으로 나타났다.(r=.424, $r^2=.179$).

치과위생사의 정보활용역량이 의사소통능력에 미치는 영향 : 잡크래프팅의 매개효과 (The effect of information literacy the communication ability of dental hygienist: mediating effect of job crafting)

  • 박진아;김선영;문상은;김윤정;조혜은;강현주
    • 한국치위생학회지
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    • 제22권3호
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    • pp.217-224
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    • 2022
  • Objectives: This study aimed to establish the basic data for the performance of patient-centered care, perception of core competencies, and self-development of dental hygienists by verifying the effects of information literacy on the communication ability of dental hygienists, and the mediating effects of job crafting. Methods: Collected and analyzed data by conducting a survey targeting total 222 dental hygienists working for dental hospitals/clinics located in Seoul and Gyeonggi region. Verify the mediating effects of job crafting on the effects of information literacy on the communication ability, this study conducted the correlation analysis and simple regression analysis and multiple regression analysis. Results: In the effects of information literacy on the communication ability of dental hygienists, the cognitive crafting of job crafting (β=0.209, p<0.001) and relational crafting of job crafting (β=0.318, p<0.001) showed the partially mediating effects. Conclusions: In order to increase the educational accessibility for dental hygienists to perceive the importance of information literacy and communication ability, to improve the expertise as healthcare personnel who perform the patient-centered care by developing it, and also to develop the information literacy and job crafting, it would be necessary to develop various educational programs and contents.

한국 20·30대의 건강검진 수검률 관련요인: 국민건강영양조사 제8기 2차년도(2020) 자료를 중심으로 (Related Factors for Health Check-up Attendance among Korean Adults in their 20s and 30s: Based on the 2020 KNHANES Data)

  • 김영란
    • 산업융합연구
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    • 제22권2호
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    • pp.135-141
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    • 2024
  • 본 연구는 한국 20~30대 건강검진 수검자들의 특성을 분석하고 수검에 영향을 미치는 요인을 분석하여 수검률을 향상시키기 위해 시도하였다. 연구대상 및 방법은 국민건강영양조사 제8기 2차년도(2020년) 국민건강영양조사를 활용하여 20세에서 30세 사이의 대한민국 거주 남녀 1,453명을 대상으로 하였으며, 건강검진 수진 여부를 인구사회학적요인, 건강행태요인, 정신건강요인, 의료이용요인으로 나누어 단순 로지스틱 회귀분석과 다중 로지스틱 회귀분석을 실시하였다. 분석결과 한국 20~30대 건강검진 수검에 영향을 미치는 요인은 교육수준, 결혼여부, 건강보험종류, 정규직 여부, 주관적 건강상태로 나타났다. 본 연구 결과는 20-30대 건강검진 수검율 향상의 기초자료로 활용할 수 있다.

A Study on Structural Model of Work-Values, Job Satisfaction and Task Performance of Generation Y Staff in the Hotel Industry

  • Choi, Hyunjung
    • 한국조리학회지
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    • 제23권6호
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    • pp.78-88
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    • 2017
  • The main goal of this study was to demonstrate the causal relationships between multi-dimensional work-values, job satisfaction and task performance of Y generational employee in the Korean hotel industry. In order to achieve the purpose, the data were collected from Y generational employees working in the major cities in Korea. To analyze the data, frequency, exploratory factor analysis, reliability analysis, PROCESS Macro analysis and simple regression analysis were undertaken by using SPSS 18.0. The results were as follows; 1. Work-values were found out as five factors; Prestige workvalues, Personal development work-values, Work condition work-values, Personal welfare work-values, Social/ Altruistic work-values. 2. All five factors were found to be significant in enhancing job satisfaction. 3. Two factors which were prestige work-values and personal welfare work-values were found to be significant in facilitating task performance. 4. Job satisfaction was revealed as a mediator between all work-value factors and task performance. This study provided practical information about work-values of Y generational hoteliers to positively affect their job satisfaction and task performance. This study also confirmed that it is important to enhance job satisfaction in order to make employees perform their service duties better.

Psychometric Properties of Korean Version of Modified Leeds Sleep Evaluation Questionnaire (KMLSEQ)

  • Kim, Inja;Choi, Heejung;Kim, Beomjong
    • 재활간호학회지
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    • 제17권1호
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    • pp.10-17
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    • 2014
  • Purpose: The Leeds Sleep Evaluation Questionnaire (LSEQ) translated into Korean was modified to easily apply and reduce respondents' confusion and was evaluated for psychometric properties and discriminant ability. Methods: A total of 960 Korean adults aged 45 years and older participated in this cross-sectional survey. To test reliability, validity and discriminant ability, Cronbach's alpha, correlation analysis, confirmatory factor analysis, simple regression analysis and receiver operating characteristics (ROC) curve analysis were used. Results: Item-total correlations ranged between 62~.85 and Cronbach's alpha was .95. Area under ROC was .86 (95% CI: .83~.90) and the optimal cutoff score was identified as ${\leq}$ 66 (sensitivity, .77; specificity, .84; positive/negative predictive values, .49/.95). Using this cutoff score, the prevalence of insomnia in the study sample was 25.8% and tended to be more common in female and older groups. Conclusion: The data supported the psychometric properties of Korean Modified Leeds Sleep Evaluation Questionnaire (KMLSEQ) as an acceptable sleep measurement. In addition, KMLSEQ is likely to be a useful screening tool for insomnia.

농가맛집에서 사용하는 로컬 푸드에 대한 신뢰가 소비자 구매행동에 미치는 영향 (Influence of Confidence on Local Foods on Consumer's Purchase Behaviors from Tasty Farm Eateries)

  • 김수인
    • 동아시아식생활학회지
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    • 제24권6호
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    • pp.906-914
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    • 2014
  • This study conducted an exploratory factor analysis to examine how consumers' confidence on the local foods used at tasty farm eateries influence their purchase behaviors. The four factors of perception of local foods used at tasty farm eateries and the factors of consumer confidence and purchase behaviors were extracted for a reliability analysis, correlation analysis of variables, and simple and multiple regression analysis. The following are the findings: first, among the four factors of perception of local foods used at tasty farm eateries, safety, sociality and product value had statistically significant influences on consumer confidence, whereas regional economic value did not. In other words, safety referring to the nutritional value and sanitary safety of food ingredients used for the native foods at the tasty farm eateries, product value referring to the characteristics differentiated from general Korean cuisine, and sociality referring to the various related experiences for the interests in farm culture and local food, leads to consumer confidence, whereas regional economic value referring to farm household income, local job creation, and development of farm tourism does not. Second, consumer confidence had a statistically significant positive impact on consumers' purchase behaviors. Among the five principles of local foods, reliability is the most important factor. When consumers gain confidence on local food items and are satisfied with them, they make additional purchases and revisits. Therefore, confidence is a very important aspect for the loyalty and sustainability of business.

수로교 경관선호도 및 이미지 특성 분석 (The Study on the Landscape Preference and Characteristics of the Agricultural Aqueduct Bridges)

  • 주신하
    • 농촌계획
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    • 제18권3호
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    • pp.67-76
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    • 2012
  • The purpose of this study is to analyze the landscape preference and landscape images of the Agricultural Aqueduct Bridges(AAB) by several different criteria. Semantic Differential Scale(SD scale) with landscape adjectives and landscape preference are used to estimate the alternatives of the AAB. The statistic methods such as descriptive analysis, t-test, factor analysis and regression, cluster analysis, are operated. The landscape preference of the alternatives is generally positive, 3.977 out of 7.000. The gate type is the most preferred, but the road-along type is the worst, by the location types. The simple repair type is the worst preferred, but total remodeling is the most, by the repair types. The characteristics of the AAB are analyzed and 4 factors of visual landscape are contracted; interest, orderliness, naturality and spatiality. Cumulative factor loading of these factors is about 65%, which is quite high. The higher and bigger AAB's are preferred, and the advanced finishing materials are also preferred, such as aluminum or wood panels. The long span is also preferred and the high repair cost would be preferred. But in this study, the cost-benefit analysis is not included, so it is recommended to research further, considering the cost variable with the visual factors.

Relationship between University students' Marriage View and Quality of Life

  • Kim, Jungae;Cho, Euiyoung
    • International Journal of Advanced Culture Technology
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    • 제8권4호
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    • pp.129-136
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    • 2020
  • This study was a cross-sectional descriptive study that analyzed the effect of quality of life on marriage views in college students. The purpose of this study was to identify the relationship between quality of life and marriage view. The study targets were 195 male and female university students aged between 20 and 25. The data collection was done only by those who voluntarily agreed to the study using online questionnaires, and the data collection period was from October 1 to October 30, 2020. Data analysis was performed using SPSS 18.0 for frequency analysis, χ2 analysis, Pearson correction, t-test, and simple regression analysis. The result of the study that men had higher conservative marriage view (M=3.22, SD=.716) than women (M=2.21, SD=.903, p<0.01), women had higher active marriages (M=3.94, SD=.955) than men (M=3.41, SD=.933, p<0.01), and women had higher exclusive marriage views (M=3.94, SD=.955) than men (M=3.41, SD=.933, p<0.01). And people with high quality of life positively influenced romantic marriage view (R2=.029, p<0.05), but negatively affected passive marriage view (R2=.029, p<0.05) and conservative marriage view (R2=.034, p<0.05). Based on the results of this study, a program is needed to create a positive marriage view for the married age group, create an environment for married people to positively engage in social and economic activities, and propose a program for creating healthy family relationships.

국내 지면온도의 시공간적 변화 분석 (Analyzing Spatial and Temporal Variation of Ground Surface Temperature in Korea)

  • 구민호;송윤호;이준학
    • 자원환경지질
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    • 제39권3호
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    • pp.255-268
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    • 2006
  • 58개 기상관측소에서 최근 22년간(1981-2002) 측정된 기상 자료를 이용하여 국내의 기온(SAT) 및 지면온도(GST)의 시공간적 변동 경향을 분석하였다. 먼저 관측 자료로부터 각 관측소의 평균기온(MSAT)과 평균지면온도(MGST)를 계산하였으며, 다중선형회귀분석을 통해 MSAT와 MGST를 예측할 수 있는 회귀식을 산정하였다. 회귀모형의 회귀변수는 관측소의 위도 및 고도이다. 회귀모형의 추정치와 실제 관측값의 결정계수($R^2$)는 각각 0,92와 0.94로 나타나 모형의 예측 정확성이 매우 높은 것으로 분석되었다. MGST는 지열펌프 시스템 설계의 주요 입력 변수이므로 최근 지열에너지자원 활용 분야에서 매우 중요하게 다루어지는 변수이다. 따라서 제시된 회귀모형은 신뢰할만한 관측 자료가 없는 지역에서 MGST를 추정하는데 매우 유용하게 이용될 수 있을 것으로 예상된다. SAT 자료에 대한 선헝회귀분석을 통해 지구온난화 및 도시화에 기인한 기온 상승의 장기 추세 변동성을 탐색하였다. 1개 관측소를 제외한 57개 관측소에서 $0.005{\sim}0.088^{\circ}C/yr$ 범위의 기온증가율을 가지는 추세 변동이 확인되었다. 또한 GST에 영향을 미치는 기상요소로서 일사량, 지구복사, 강수량 및 적설량 자료를 분석하였다. GST는 주로 SAT 및 일사량에 의하여 결정되지만 강수 및 증발에 의한 토양의 열용량 변화, 적설에 의한 대기와 지표면 차단, 지구복사에 영향을 줄 수 있는 대기의 조건 변화 등이 복합적인 변동 요인으로 작용하는 것으로 나타났다.

한국인 청소년 신장과 체중의 시대적 변천에 따른 통계학적 추정치에 관한 연구 (Statistical Estimate and Prediction Values with Reference to Chronological Change of Body Height and Weight in Korean Youth)

  • 강동석;성웅현;윤태영;최중명;박순영
    • 보건교육건강증진학회지
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    • 제13권2호
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    • pp.130-166
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    • 1996
  • As compared with body height and body weight by ages and sexes, by means of the data reported under other researchers from 1967 to 1994 for 33 years, this study obtained the estimate value of body height and body weight by ages and sexes for the same period, and figured out prediction value of body height and body weight in the ages of between 6 and 14 from 1995 to 2000. These surveys and measurements took for one year from October 1st 1994 to September 30th. As shown in the 〈Table 1〉, in order to calculate the establishment, estimate value and prediction value of the chronological regression model of body height and body weight, by well-grounded 17 representative research papers, this research statistically tested propriety of liner regression model by the residual analysis in advance of being reconciled to simple liner regression model by the autonomous variable-year and the subordinate variable-body weight and measured prediction value, theoretical value from 1962 to 1994 by means of 2nd or 3rd polynomial regression model, with this redult did prediction value from 1995 to 2000. 1. Chronological Change of Body Height and Body Weight The analysis result from regression model of the chronological body height and body weight for the aged 6 - 16 in both sexes ranging from 1962 to 1994, corned from the 〈Table 2-20〉. On the one hand, the measurement value of respective researchers had a bit changes by ages with age growing, but the other hand, theoretical value, prediction value showed the regular increase by the stages and all values indicated a straight line on growth and development with age growing. That is, in case of the aged 6, males had 109.93cm in 1962 and females 108.93cm, but we found the increase that males had 1I8.0cm, females 1I3.9cm. In theoretical value, prediction value, males showed the increase from 109.88cm to 1I7.89cm and females from 109.27cm to 1I5.64cm respectively. There was the same inclination toward all ages. 2. Comparision to Measurement Value and Prediction Value of Body Height and Body Weight in 1994 As shown in the 〈Table 21〉, in case of body height, measurement value and prediction value of body height and body weight by ages and sexes almost showed the similiar inclination and poor grade, in case of body weight, prediction value in males had a bit low value by all ages, and prediction value in females had a high value in adolescence, to the contrary, a low value in adult. 3. Prediction Value of Body Height and Body Weight from 1995 to 2000 This research showed that body height and body weight remarkably increased in adolescence but slowly in adult. This study represented that Korean physique was on the increase and must be measured continually hereafter.

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