• Title/Summary/Keyword: regression function

검색결과 2,139건 처리시간 0.216초

A Study on the Effect of the Use of Mobile Office Systems on Work-Life Balance

  • Cho, Namjae;Lee, Hyungju
    • Journal of Information Technology Applications and Management
    • /
    • 제20권1호
    • /
    • pp.43-51
    • /
    • 2013
  • Human being does work to live out and they have their private life because human has sociality. Both work and life are important to live out but they are on the trade-off relationship. Because keeping the balance between work and life is too hard, it has been interested by academic and practical areas. Definition of Work-life balance here is that balance or imbalance arising between work and life has no negative impact on their daily life. Above all, Work-life balance is important because it is strongly related to identity. Recently, the introduction of the mobile office system has emerged as a way to solve the problem of work-life balance. It is based on the teleworking which was formerly generated. Teleworking is to perform the work in the employee's home or office space set aside without going into the workplace. Concept of the mobile office system here is not only using portable devices during work for convenience but also the system which is designed for the performance. Thanks to the diffusion of smart devices(smart phone, tablet pc), mobile office system has been spread. Although the importance of mobile office systems is emerging, there are few researches about it. Even they mostly focus on the standpoint of performance of mobile office system. However, Quality of life is as important as the performance. As a part of Quality of Life field, Work-life balance is the closest to employee's quality of life. So this study aims to examine the effect of the use of mobile office systems on work-life balance. To do so, we try to find factors effecting Work-life balance from existing studies and then set a research model. We set the use of mobile office systems as independent variables which are divided by use of function, use by location and use by situation. There are four dependent variables - sense of self command, sense of balance, solving work problem, solving life problem. We collected data from employees who are using mobile office systems on their job. 215 people were participated in the survey and we used multiple regression analysis to verify our research model. Results show that every independent variable has no impact on solving work problem while they have slight impact on the other dependent variables. Especially use on the business trip has significant effect on dependent variables. It means that there is a possibility use of mobile office system could control the employee's quality of life and system should be evolved until it covers even critical tasks. Also, support for mobile office system -education, encouragement-should be provided. By mobile office system is maturing, future research would be done.

자궁적출술을 받은 부인과 자궁적출술을 받지 않은 부인의 성생활 만족 요인 분석 (Factors Influencing Sexual Satisfaction in Women who have had a Hysterectomy : A comparative group study)

  • 장순복
    • 대한간호학회지
    • /
    • 제20권3호
    • /
    • pp.357-367
    • /
    • 1990
  • This descriptive study was done to identify factors influencing sexual satisfaction in women who had had a hysterectomy and to compare these with women who had not had a hysterectomy. The purpose was to contribute theoretical understanding on which to base nursing care planning. One group of subjects were 156 women who had had a hysterectomy, between one and 18 months post surgery, living with their spouse, having no complications, and menstruating before surgery. The other group of subjects were 282 healthy women who were living with their husbands and menstruating. The study tool consisted of 108 items including item concerning personal characteristics, characteristics related to the hysterectomy, husband's support, body image, emotions, attitude toward the sexual relationship, knowledge of sexuality, sexual behavior, and sexual satisfaction. Sexual satisfaction was measured by a tool based on Derogatis Sexual Function Inventory. The range of the internal level of the study tool was from. 5208 to .9462. Data collection was done during the period from June 20 to Aug.20, 1989. The same questionnaire was used of data collection for both groups, but a mail survey method was used for the women who had had a hysterectomy, and an interview method was used for the women who had not had a hysterectomy. Data analysis was done using frequency, ratio, mean and S.D. for the characterstics of the subjects and level of sexual satisfaction. t - test or ANOVA was used for the differences between the groups with regard to the general and hysterectomy related characteristics. The relationship between the score for sex life related factors and the level of sexual satisfaction was analyzed using the Pearson Correlation, and the influencing factors on sexual satisfaction were analyzed by stepwise multiple regression. The results of this study were as follows ; 1. Mean age and income level were the only general characteristics for the two groups that were significantly different. The mean age, and income level of the group who had had a hysterectomy were 45years, and 1,150,000 won respectively, and for those who had not had a hysterectomy, 41 years and 999,000 won. 2. There was no statistical difference of the sexual satisfaction score between the two groups. 3. There was differences in the factors influencing sexual satisfaction between the two groups. Factors influencing sexual satisfaction for the group who had had a hysterectomy were husband's support (R=.5793, P=.000) and the women's Knowledge of sexuality(R=.6670, P=.000) (total variance : 33.56). On the other hand, emotional status(R=.4294, P=.000), sexual behavior(R=.4294, P=.000), husband's support(R=.5274, P=.000) and attitude towards sexual relations (R=.5412, P=.000) (total variance : 54.12) were the factors influencing sexual satisfaction in the group who had not had a hysterectomy. Since husband's support and sexuality knowledge were identified as factors influencing sexual satisfaction of women who have had a hysterectomy, it can be concluded that, before a woman who has had a hysterectomy is discharged from hospital, nurses should include strategies in the nursing care plan that will promote husband's support and the women's knowledge of sexuality.

  • PDF

심박변이도를 이용한 인공신경망 기반 감정예측 모형에 관한 융복합 연구 (Convergence Implementing Emotion Prediction Neural Network Based on Heart Rate Variability (HRV))

  • 박성수;이건창
    • 한국융합학회논문지
    • /
    • 제9권5호
    • /
    • pp.33-41
    • /
    • 2018
  • 본 연구는 심박변이도(HRV)와 인공신경망을 이용하여 강건하고 정확한 융복합 감정예측 모형인 EPNN (Emotion Prediction Neural Network)을 개발하는 것을 주요 연구목적으로 한다. 본 연구에서 제안하는 EPNN은 기존 유사연구와는 달리 은닉노드의 활성함수로서 하이퍼볼릭 탄젠트, 선형, 가우시안 함수를 융복합적으로 이용하여 모형의 정확도를 향상시킨다. 본 연구에서는 EPNN의 타당성을 검증하기 위하여 20명의 실험자를 대상으로 머니게임으로 감정을 유도한 후에 해당 실험자의 심박변이도 측정값을 입력자료로 사용하였다. 아울러 그들의 Valence와 Arousal을 EPNN의 출력값으로 사용하였다. 실험결과 Valence에 대한 F-Measure는 80%이고, Arousal의 경우 95%로 나타났다. 한편 EPNN의 타당성을 측정하기 위하여 기존 감정예측 연구에 사용된 경쟁모형인 인공신경망, 로지스틱 회귀분석, 서포트 벡터 머신, 랜덤 포레스트 모형과 성과를 비교하였다. 그 결과 본 연구에서 제안하는 EPNN이 더 우수한 감정예측 결과를 보였다. 본 연구의 결과는 향후 유비쿼터스 디지털 헬스 환경에서 사용되는 다양한 웨어러블 기기에 적용되어 사용자들의 일상생활 속에서 시시각각 변하는 감정을 정확히 예측하고 적절하게 관리하는데 적용될 수 있을 것이다.

톱밥, 볏짚, 왕겨 및 신문지를 이용한 돈분의 퇴비화 (Composting of Swine Feces Using Sawdust, Rice Straw Rice Hull or Newspaper as a Bulking Material)

  • 최경호;박석환;정문식
    • 한국환경보건학회지
    • /
    • 제21권1호
    • /
    • pp.56-67
    • /
    • 1995
  • This study was carried out to observe how composting reaction proceed in the optimum composting condition and to understand the characteristics of final compost, when swine feces was amended with different bulking material. Sawdust, rice straw, and rice hull were selected as bulking materials and each of these was mixed with swine feces to obtain the optimum range of moisture contents and C:N ratio. To grasp the influence of newspaper on cornposting reaction when it flew into the composting site intentionally or accidentally, another composting reaction using newspaper as a bulking material was studied. In this experiment, raw material mixes containing the same amount of organic materials were put into 4 composting reactors and composted in the same environmental condition for 3 weeks from Aug. 1, 1994 to Aug. 22, 1994. The followings are the main results of this study. 1. The maximum temperatures reached at during cornposting reaction were 53.8$\circ$C, 51.9$\circ$C, 52.7$\circ$C, and 52.1$\circ$C in the reactor using sawdust, rice straw, rice hull, and newspaper as a bulking material respectively: Thermophilic temperatures were maintained for 72, 108, 108, and 111 hours in each reactor. Mean temperatures of reactors using sawdust, rice straw, rice hull, or newspaper as a bulking materials were 39.7$\circ$C, 39.5$\circ$C, 41.3$\circ$C, and 40.3$\circ$C, but no significant difference between these mean temperatures was observed(p>0.05). Each composter showed significant difference from room temperature(p<0.01), and the mean difference between them was 9.4$\circ$C. 2. Ash contents of each reactor increased rapidly in order of rice straw, rice hull, newspaper, and sawdust according to the pattern of second order function. This rate of increase seemed to result from structural characteristics of a bulking material. The absolute values of second order coefficient of these regression functions were 0.0199, 0.0159, 0.0157, and 0.0144 in each reactor using rice straw, rice hull, newspaper, or sawdust as a bulking material. 3. C:N ratio decreased as the reaction proceeded. Degree of decrease was in order of rice straw, rice hull, newspaper, and sawdust. This sequence was consistent with the increase rate of ash content. The ratios of initial C:N ratio to final C:N ratio were 0.45, 0.53, 0.64, and 0.75 in each reactor using rice straw, rice hull, newspaper, and sawdust as a bulking material respectively. From this ratios, it was possible to infer that all the composting reactions were completed. 4. Fertilizer content containing in the final compost was 1.61~2.20% of N, and 0.35~0.54% of P in dry weight base. According to the classification standard for compost constituent by Higgins, all composts had the intermediate grade of N, but below the low grade of P excepting the newspaper amended compost(fall into the range of the low grade). 5. Heavy metal contents contained in the composts were analyzed. In case of Cd, the range of 0.58~1.11 $\mu$g/g was observed, and in case of Pb, the range of 24.76~39.53 $\mu$g/g was observed(in wet weight base). These values are below the permissible heavy metal level for compost of foreign countries.

  • PDF

여성 학습자의 특성에 따른 인터넷교육 프로그램 만족도와 학업성취도에 관한 연구 (A Study on the Satisfaction and Achievement of Learning by Female Learner's Characteristics in Internet Education Program)

  • 임광명;김성수
    • 농촌지도와개발
    • /
    • 제8권1호
    • /
    • pp.25-40
    • /
    • 2001
  • The purposes of the study were to identify satisfaction and achievement of learning by female learner's characteristics, and to suggest measures to improve quality of education in internet education programs. In order to determine the educational effectiveness associated with the characteristics of learners, this study attempted to employ two way approaches by observing the degree of achievement for learning, which represents an instructor-oriented approach, and the degree of satisfaction for education, which represents a learner-oriented approach to enhance the quality of internet education for female learners. As an approach to evaluate the educational effectiveness, the degree of achievement in learning(Tyler's classical approach), and the degree of satisfaction for education (Scriven's consumer-oriented evaluation model) were utilized. A survey form was developed by the researcher after reviewing the various tools originated from Boshier, Cross, Gagne and Choi, and distributed to a panel of judges that examined the content validity of the instrument. The sample for the study consisted of 160 female learners from three universities in Seoul and capital area, and the survey form was used to collect data for this study. The SPSS WIN program was used in analyzing the data and a series of statistical tests were conducted including frequency, percentile, t-test, ANOVA, correlation, multiple regression, and factor analysis. The statistical significance level was 0.05. The following conclusion were drawn from this study of female internet education. First, it was evident that female internet learners tend to utilize information from internet, and this can be interpreted as participants' positive attitude, and voluntary participation. Second, educational facilities and services should be improved in the future, because the level of satisfaction was low in these areas compared to curriculum and educational methodology. Third, the participating factors influenced by the level of satisfaction for education of learner characteristics were the 'formation of inter-personal relationship and willingness to change' and the 'needs for education on internet', thus appeared that both social and educational needs influenced the level of satisfaction for education. Fourth, the degree of achievement in learning was higher in the order of 1) attitude 2) function 3) knowledge, thus, attitude change was the most important in achievement of learning. Fifth, the individual background that influenced the level of achievement in learning were age and educational experience. As for the individual level of achievement for learning, the younger and more educated group were more satisfied.

  • PDF

환율변동성과 컨테이너물동량과의 관계 (A Study on the Relation Exchange Rate Volatility to Trading Volume of Container in Korea)

  • 최봉호
    • 한국항만경제학회지
    • /
    • 제23권1호
    • /
    • pp.1-18
    • /
    • 2007
  • 본 연구에서는 환율의 컨테이너 물동량에 대한 영향의 비중을 고려하여 외환위기 이후 환율변동성이 커짐에 따라 컨테이너 물동량도 상당히 영향을 받은 것으로 예상되기 때문에 환율변동성의 컨테이너 물동량에 대한 장 단기적 영향을 체계적으로 분석하고 시사점을 도출하고자 한다. 환율변동성을 도출하기 위하여 GARCH 모형을 이용하여 우리나라의 환율 변동성 모형을 분석한다. 물론 구축된 모형을 분석하기 이전에 설정된 변수들과 모형의 안정성 검정을 위하여 단위근 검정과 공적분 검정을 실시한다. 또한 환율의 변동성이 컨테이너 물동량에 미치는 동태적 영향을 보기 위해 오차수정모형과 충격반응 및 분산분해를 실시하고 마지막으로 결론과 시사점을 도출한다. 분석결과 환율변동성을 포함시킨 컨테이너물동량함수를 회귀 분석한 결과 추정계수가 모두 이론적 예상과 부호가 일치하고 통계적 유의성도 높은 것으로 나타났다. 환율변동성은 우리나라의 컨테이너 물동량에 부(-)의 영향을 미치는 것으로 나타났다. 환율변동에 의한 불확실성이 예상됨으로써 위험기피에 의하여 무역과 생산이 감소하고 이에 따라 컨테이너 물동량도 영향을 받은 것으로 판단된다. 오차수정모형에 근거한 인과관계 검정에서 단기와 장기 모두 환율변동성에서 컨테이너 물동량간의 일방적 인과관계가 존재하였다. 또한 충격반응함수에서 나타난 바와 같이 환율변동성 충격에 대하여 컨테이너 물동량은 부(-)의 영향을 받으며 그러한 부의 효과는 비교적 짧은 기간 내에 안정적인 추세로 수렴된다. 예측오차의 분산분해의 결과는 환율변동성과 실질환율이 컨테이너 물동량의 분산에 상당한 영향을 미치고 있음을 알 수 있다.

  • PDF

흰띠명나방의 온도발육 모형 (Temperature-dependent Development Model of Hawaiian Beet Webworm Spoladea recurvalis Fabricius (Lepidoptera: Pyraustinae))

  • 이상구;김주;정성수;김연국;이상계;황창연
    • 한국응용곤충학회지
    • /
    • 제52권1호
    • /
    • pp.5-12
    • /
    • 2013
  • 비트의 주요 해충인 흰띠명나방을 9개의 다른 온도조건(15.0, 17.5, 20.0, 22.5, 25.0, 27.5, 30.0, 32.5 및 $35.0^{\circ}C$), 상대습도 $65{\pm}5%$, 광조건 16L:8D에서 발육특성을 조사한 결과, 알에서 성충 우화 전까지의 발육기간은 $17.5^{\circ}C$에서 51.0일로 가장 길었고, $35^{\circ}C$에서 14.6일로 가장 짧게 조사되었다. 온도와 발육율의 관계를 직선회귀에 의해 분석한 결과, 결정계수($R^2$) 값이 0.87 이상으로 나타났으며, 온도에 따른 발육은 직선회귀에 부합되었다. 알부터 성충 우화 전까지의 발육영점온도와 유효적산온도는 $10.4^{\circ}C$와 384.7일도를 나타내었다. 각 태별 발육모형은 $R^2$값이 0.97~0.99로 비선형회귀식에 잘 부합되었다. 각 태별 발육누적분포와 발육기간에 대한 평균 발육기간으로 나눈 값을 Weibull 함수에 적용한 결과 $r^2$값이 0.63~0.87이었다.

소양호 표층수 수질의 연별 추이 및 상 ${\cdot}$ 하류 이질성 분석 (Long-Term Annual Trend Analysis of Epilimnetic Water Quality and Their Longitudinal Heterogeneities in Lake Soyang)

  • 이혜원;안광국;박석순
    • 생태와환경
    • /
    • 제35권1호통권97호
    • /
    • pp.36-44
    • /
    • 2002
  • 본 연구는 1993년부터 2000년까지 소양호의 총인, 총질소, 전기전도도, 엽록소의 시${\cdot}$공간적 경향을 통계기법을 적용하여 파악하였다. 호수내의 수질특성은 연간강우량 및 수계의 유입량에 의해 변동되었으나, 변동 정도는 조사지역에 따라 역동적인 차이를 보였다. 맨-켄달검정법 (Mann-Kendall test)으로 연별 수질변화를 분석한  결과, 전기전도도, 총인, 엽록소-a는 8년 동안 모든 지점에서 증가 및 감소 경향이 없으나 TN은 극히 미약하게 감소하는 경향을 보였다. 총인은 유입량 및 강우에 의해 결정되는 것으로 밝혀졌다. 공간적 분석결과에 따르면, 전기전도도는 호수내 상류에서 하류로 감소하는 경향을 보였고 장마중 상류에서는 집중 강우동안 최소값을 보이고 하류에서는 수체류 현상으로 10월에 최소값을 나타냈다. 총인 및 총질소는 장마중에 최대값을 나타내면서 전기전도_도의 변화 양상과 역관계를 나타냈다. 호수내 1차 생산력의 척도로서 측정된 엽록소-a의 농도는 영양염류의 농도 및 계절에 따라 큰 차이를 보였다. 계절별 총인에 대한 엽록소 농도의 회귀 분석결과에 따르면, 장마 전 및 장마 중에는 $R^2$값이 0.003이하이지만 장마후 $R^2$값은 0.82로서 조류생장이 인의 농도에 의해 결정되는 것을 확인하였다. 반면 질소의 농도는 계절에 상관없이 엽록소의 농도와 극히 미약한 관계를 보였다.

소비효율성 개념을 이용한 혁신의 이해

  • 박찬수;이정동;오동현
    • 기술경영경제학회:학술대회논문집
    • /
    • 기술경영경제학회 2003년도 제23회 하계학술발표회 논문집
    • /
    • pp.41-56
    • /
    • 2003
  • 다양한 제품들이 존재하는 시장에는 타 제품에 비하여 품질대비 가격이 낮은 혁신적인 경쟁력있는 제품과 그렇지 못한 제품들이 혼재하고 있다. 그러나 정보의 부족(limited information), 제한적 합리성(bounded rationality) 등 여러 가지 원인으로 인하여 혁신적인 제품들만이 소비자들에게 선택되어 소비되는 것은 아니다. 본 연구에서는 이러한 현상을 설명하기 위하여 소비효율성(consumption efficiency)라는 개념을 도입, 제시하고자 한다. 만약 소비효율성이 극도로 낮다면 혁신적인 제품을 내어놓는다 하더라도 소비자들에게 선택되어 이윤이 발생될 확률이 낮기 때문에 생산자 입장에서는 혁신의 유인(innovation incentive)이 낮아질 수밖에 없게 된다. 이처럼 소비효율성의 문제는 혁신의 유인과 결과를 이해하는데 중요한 단초를 제공할 수 있게 된다. 이에 반하여 혁신을 이해하기 위한 기존의 분석틀은 생산경제이론(production economics)에 기반하고 있고, 효율성의 개념도 생산효율성(production efficiency) 혹은 기술적 효율성(technical efficiency)의 범주에서 다루어져 왔다. 본 연구에서 제시하는 소비효율성의 개념은 효용이론에 근거하고 있다는 점에서 기존 연구와 차별화된다. 본 연구는 효용함수 극대화이론에서 출발하여 경계헤도닉함수(frontier hedomic function)을 도출하는 이론적 유도과정을 제시한다. 실증분석을 위해서는 SFA(Stochastic Frontier Analysis)의 방법론 체계를 적용하였다. 제시된 분석틀은 국내 PC산업의 데이터에 적용되었다. 분석의 결과 몇 가지 가정하에 국내 PC산업이 약 13%정도의 비효율성을 안고 있는 것으로 판단할 수 있으며, 초기혁신구매자(early adopter)들은 일정 정도의 비효율성을 기꺼이 감수할 것으로 분석되었다. 궤적 분석에서는 각 산업별 기술의 특성을 분석하는 것으로, 특정 기술 지식의 활용 기간을 통해 기술 주기를 도출하고, 산업 내 평균 권리 청구 항목 수를 이용하여 각 산업의 기술 범위를 비교하였다. 각각의 동적 분석을 통해 시간에 따른 변화 양상이 관찰하였고, ANOVA 분석을 이용하여 통계적 유의성을 검증하였다. 본 연구는 현재의 기술 패러다임 내에서 Pavitt이 제시한 산업 분류의 근거를 보충 설명하였고 특허 정보를 이용하여 기술혁신의 산업별 유형에 대한 폭넓은 분석방법을 제시하였다.별 시간대별 효과분석을 통하여 정책의 시행여부가 결정되어야 할 것이다. 한편, 화물전용차선의 설치로 인한 물류비용의 절감을 보다 효과적으로 달성하기 위해서는 종합류류 전산망의 시급한 구축과 함께 화물차의 적재율을 높이고 공차율을 낮출 수 있는 운송체계의 수립이 필요한 것으로 판단된다. 그라나 이러한 화물전용차선의 효과는 단기적인 치유책일 수밖에 없기 때문에 물류유통 시설의 확충을 위한 사회간접자본의 구축을 서둘러 시행하여야 할 것이다.으로 처리한 Machine oil, Phenthoate EC 및 Trichlorfon WP는 비교적 약효가 낮았다.>$^{\circ}$E/$\leq$30$^{\circ}$NW 단열군이 연구지역 내에서 지하수 유동성이 가장 높은 단열군으로 추정된다. 이러한 사실은 3개 시추공을 대상으로 실시한 시추공 내 물리검층과 정압주입시험에서도 확인된다.. It was resulted from increase of weight of single cocoon. "Manta"2.5ppm produced 22.2kg of cocoon. It is equal to 9% increase in index, as compared to that of control. In case of R-20458, the increasing

  • PDF

담배 연기발생과 Tipping 재료와의 상관성 연구 (The Relationship Between Smoke-Yields and Tipping Materials of the Cigarette)

  • Kim, Young-Hoh;Lee, Young-Taek;Kim, Sung-Han;Kim, Chung-Ryul;Kim, Jong-Yeol;Shin, Chang-Ho;Lee, Keun-Hoi
    • 한국연초학회지
    • /
    • 제20권1호
    • /
    • pp.131-138
    • /
    • 1998
  • In order to minimize the trial frequency in the new filter cigarette design, we studied the relationship between smoke yield and tipping materials of cigarette. A three levels full factorial design involving filament denier (X1,2.5-3.3d), Porosity of the acetate filter plug wrap (X2, 3,500-16,000CU) and porosity of the tip paper (X3, 400-1,200CU) was used. Three independent factors (Xl, X2, X3) were chosen for their effects on the various responses and the function was expressed in terms of a quadratic polynomial equation, Y : $\beta$o + $\beta$1Xl + $\beta$2X2 + $\beta$3X3 + $\beta$11Xl2 + $\beta$22X22+ $\beta$33X32 + $\beta$12X1X2 + $\beta$13XIX3 $\beta$23X2X3 which measures the linear, quadratic, and interaction effects. Twenty-nine trial numbers were obtained as a results of using a three levels full factorial design and it was analyzed by the multiple regression analysis with backward stepwise in STATISTICA/pc under restricted conditions. Tar yields of the cigarette was affected by porosity of tip paper (0.66), filament denier (0.47) and porosity of plug wrap (0.28) in the decreasing order, and linear effect of tip paper porosity (B3) and filament denier (91) were significant at a level of 0.01($\alpha$). The filament denier and tipping paper porosity interaction F ratio among three factors had a P-value of 0,000041, indicating higher interaction between these factors. Based on the analysis of variance, the model fitted for Tar (Y1) was significant at 5% confidence level and the coefficient of determination (0.96) was the proportion of variability in the data fitted for by the model.

  • PDF