• 제목/요약/키워드: simple regression analysis

검색결과 912건 처리시간 0.029초

아동학대경험과 분노표출이 대인간 갈등해결방식에 미치는 영향 (The Effects of Child Abuse Experience and Anger Expression on the Method of Resolving Interpersonal Conflicts)

  • 이서원;한지숙
    • 대한가정학회지
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    • 제49권5호
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    • pp.71-80
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    • 2011
  • The purpose of this study was to investigate the mediating effects of anger expression on the relationship between child abuse experience and the method of resolving interpersonal conflicts. For the study, 3,050 4th to 6th grade children from Kyunggi-do were sampled. The collected data were analyzed using simple regression, multi regression and a path analysis. This study showed that child abuse experience influenced the method of resolving the interpersonal conflicts via the expression of anger. In other words, anger expression could function as a pathway between child abuse experience and the method of resolving interpersonal conflicts.

Information Retrieval Tools as Predictors for Information Resources Utilization in Academic Libraries in Nigeria

  • David-West, Boma Torukwein
    • International Journal of Knowledge Content Development & Technology
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    • 제10권3호
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    • pp.21-31
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    • 2020
  • The study examined information retrieval tools as predictors for information resources utilization, four research questions, and four hypotheses were made to guide the study. A descriptive survey was adopted for the study. Random sampling technique was used to select sample of 393 from a population of 557 academic staff registered in the University of Port Harcourt library. The questionnaire was adopted as a data collection instrument titled Information retrieval as predictors for information resources utilization (IRPIRUQ). Data were analyzed using both simple and multiple regression while analysis of variance (ANOVA) associate with regression was used for testing the hypotheses at 0.05 alpha level. The study revealed that information resources are under utilized as the OPAC and Online Databases are not easily accessed. Further findings showed that the academic staff made use of internet search engines more often than the OPAC and online databases. It was recommended among others that a new library software be installed in place of KOHA for wider connectivity and adequate distribution of software that will aid usage of the online databases and OPAC.

농산물 지리적 표시가 한식레스토랑의 고객에 대한 만족도와 재방문 의도에 미치는 영향 (The Effects of Agri-Products' Geographical Indications on the Customer's Satisfaction and Revisit Intentions in the Korean Pop-restaurants)

  • 박진용;김동호;나영아
    • 한국조리학회지
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    • 제23권3호
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    • pp.196-206
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    • 2017
  • This study intended to examine the Korean restaurant customer's recognition about GIAP and to measure the reliability for them, and to figure out their effects on the customer's satisfaction and revisit intentions. Accordingly, research model had been set up and also hypotheses was made up according to pre-studies and pre-investigation results. Factor analysis and reliability analysis were concluded as valid results by the Cronbach's Alph for GIAP, customer satisfaction and revisit intention each other. Firstly, the effect of GIAP on the customer satisfaction was showed positive significance about four factors - perceived quality, reliability, authenticity and security on the customer satisfaction by the multiple regression analysis. Secondly, The effect of GIAP on the customer's revisit intention was showed positive significance about four factors - perceived quality, reliability, authenticity and security on the customer's revisit intention by the multiple regression analysis. Thirdly, the effect of the customer satisfaction on the customer's revisit intention was showed positive significance by the simple regression analysis. This study focused on medium level-cost Korean-pop restaurant so as to investigate general popular's recognition about the GIAP and intended to figure out their revisit intention. Therefore, the results are useful for increasing the food-service strategy system. Informations about the GIAP in restaurants can be credible to the restaurant customers.

Defining the Patterns and Factors of Urban Crime in Korean Cities Based on the Analysis of Social Statistical Data

  • Chang, Dong-Kuk;Shim, Jae-Choon;Park, Joo-Hee
    • Architectural research
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    • 제14권2호
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    • pp.45-56
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    • 2012
  • The high rate of urban crime is a main issue that needs to be dealt with in this high-tech society. With the rapid increase of urban crime, research has mainly focused on topics either on a global or a local scale, such as cities or communities and houses or buildings, without reliable observational data. This study makes the best use of the nationwide surveys carried out by Korean government agencies for the analysis of urban crime patterns and factors in major Korean cities. The aims of this research are threefold: understanding the relationship between urban crime patterns and socio-economic differences in cities, determining the effect of residence types on the urban crime patterns; and uncovering potential influential factors of a crime victim's individual characteristics. The statistical methods used for the analysis of social statistical data are as follows: simple regression, logistic regression, one-way ANOVA and post-hoc test. This research found that the patterns of urban crime rate in cities have a certain tendency toward the cities' socio-economic and geographical differences. The residence type is an influential factor showing a close relation to the crime rate. Personal issues, such as the types of occupation, education, marriage, etc., are directly relevant to victims of crime.

Quantitative Analysis of the Degree of Silanization by the Ninhydrin Method and its Application to the Immobilization of GL-7-ACA Acylase and Cellulolytic Enzyme

  • Park, Seung-Won;Kim, Yong-In;Chung, Koo-Hun;Kim, Seung-Wook
    • Journal of Microbiology and Biotechnology
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    • 제11권2호
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    • pp.199-203
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    • 2001
  • A simple quantitative method to measure the degree of silanization was developed, based on the reaction of ninhydrin with the silanization reagent (3-aminopropyltriethoxysilane, 3-APTES). At low concentrations (0.001-0.005%, v/v) of 3-APTES, a good linearity was obtained when 3-APTES reacted with undiluted ninhydrin for 30 min. On the other hand, at high levels of 3-APTES, a linearity was obtained when 3-APTES reacted with 3-fold diluted ninhydrin for 20 min. The reliability of regression curves mentioned above was expressed as a regression coefficient ($R^2$) of more than 0.99. Immobilization of different enzymes was introduced via silanization by using the 3-APTES in order to confirm the validity of the ninhydrin method. When yield for each step in the immobilizatio process were compared, yields of both glutaraldehyde and protein were founc to have the same tendency to silanization. These results shw that the ninhydrin method was suitable for quatitative analysis of silanization and that yields of immobilization could be pre-estimated by measuring silanization levels using the ninhydrin method.

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Long-term Environmental Changes: Interpretations from a Marine Benthic Ecologist's Perspective (II) -Eutrophication and Substratum Properties

  • Yoo Jae-Won;Hong Jae-Sang;Lee Jae June
    • Fisheries and Aquatic Sciences
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    • 제2권2호
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    • pp.210-217
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    • 1999
  • Chemical oxygen demand (COD), phytoplankton cell number and chlorophyll-a concentration (Chl-a), sediment mean grain size and ignition loss were studied to determine their temporal trends in the study area. Historical data of COD, cell number and Chl-a were gathered from the late 1960s or early 1980s to 1997, and trends in temporal domain were obtained from a simple regression. Sediments for grain size and ignition loss (as organic contents in sediments) were sampled from the Chokchon macrotidal flat bimonthly from September 1990 to November 1996, and were analyzed using the decomposition method of time series analysis. In general, the first three data showed increasing trends based on regression analysis. The trends of sediment grain size fluctuated in a neutral pathway while those of ignition loss yielded no increasing pattern. In contrast with the suggestions from Ahn and Choi (1998) who reported a coarsening variation in sediment grain size to be a cause of the directional and remarkable changes of macrofaunal communities in this area, we could not find such a corresponding variation pattern from our samples. In diagnosing eutrophication, a paradoxical phenomenon was encountered between the trends in water column (COD, cell number and Chl-a) and sediment (ignition loss) data. In this paper, we inferred the possible processes that produce the discrepancy. Some explanations and biological responses to eutrophication were predicted and discussed.

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시화지역 실트질 지반에서 강제치환심도 예측식 산정 (Prediction Equation of Compulsory Replacement Depth of Silty Layer in Sihwa Region)

  • 박영;임희대
    • 한국지반공학회논문집
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    • 제27권9호
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    • pp.55-66
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    • 2011
  • 강제치환공법은 다른 연약지반 처리공법에 비하여 시공이 단순하고 경제성이 우수하나 현재까지 정확한 이론적 산정기법이 정립되어 있지 않기 때문에 치환심도의 예측이 제대로 이루어지지 않고 있는 실정이다. 본 연구에서는 대다수의 예측식이 지지력을 기반으로 한 내용에서 관점을 바꾸어 액성한계 및 자연함수비에 근거한 새로운 형태의 예측식을 제안하였다. 예측식은 현장에서 관측된 계측결과와 확인보링에 근거하고, 지역성을 대변하기 위해 시화지역의 실트/점토의 특성을 분석한 자료로부터 관계식을 도출하였으며, 이를 회귀분석기법을 적용하여 최종 예측식을 도출하였다.

가사노동 서비스 영역의 사회화와 그 만족 수준에 관한 연구 (The socialization of household task services area and the satisfaction with it)

  • 문숙재
    • 대한가정학회지
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    • 제29권3호
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    • pp.131-152
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    • 1991
  • The purposes of this study are to investigate the socialization of household task service area and the satisfaction with it, and to find out the factors affecting on them. For these purposes the data are collected by using questionnaire distributed to 450 housewives living in Seoul. The data are analyzed using frequency, percentile, one way anova, pearson's correlation analysis, simple regression analysis, multiple regression analysis. The results of this research are as follow : 1. There are significant differences in the socialization of household task service area according to housewives's education and employment family income, the type of housing the number of household equipment sex role attitude, attitude about household task, and task performance competency. 2. The factors showing significant relation to the satisfaction about socialization of household task service areas are found to be housewife's education and employment family income sex role attitude and task performance competancy. 3. In the result of the independent contribution of the factors, the most influencial factor is the socialization of household task service area and the next is sex role attitude. 4. Housewives are generally satisfacted on the socialization of household task because of the overweight of household task and because they are unable to those household tasks, and on the other hand they are generally dissatisfacted on the socialization of household tasks because of economic weight, because they couldn't know the ability of service export before employing and because the housework practiced by service expert is different from their expects.

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주부의 가사노동 시간관리전략에 관한 연구 (A Study On The Time Management Strategies of Housewives)

  • 조성은;문숙재
    • 가정과삶의질연구
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    • 제9권1호통권17호
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    • pp.95-112
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    • 1991
  • This study is planned to provide the basic idea to seek for the appropriate Time Management Strategies and to investigate the Time Management Strategies and household work time of wives. For these research tasks, the data are collected through the questionnaire rand 479 respondents were housewives in seoul. Their data are analyzed using Frequency, ANOVA, Pearson's Correlation Analysis, Simple Regression Analysis, Multiple Regression Analysis. The Major findings of this study were as follows ; 1) There are significant differences in the time management strategies according to housewife's age, education level, and employment status, children's number, the type of housing, the type family, income and sex role attitude. 2) There are significant differences in the household work time according to housewife's age, education level, employment status, family size, children's number, type of housing, income, sex role attitude and time pressure perceptibility. 3) The Household work time is found to be negatively correlated to the Time Management Stategies except the adjustment of leisure and sleep time. 4) The Household work time is significantly related to housewife's employment status and the adjustment of leisure and sleep time.

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Body Height Effect on Brain Volumes in Youth Decreases in Old Age in Koreans

  • Koh, In-Song
    • Interdisciplinary Bio Central
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    • 제3권3호
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    • pp.11.1-11.5
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    • 2011
  • The MRI (magnetic resonance imaging) volumetric analysis of the brain was performed in 59 healthy elderly Koreans (aged 62-76 years; 34 male, 25 female) to investigate whether the previously reported significant correlations between body height and brain volumes in the young aged Koreans (20's) still exist in the old aged Koreans (60's and 70's). Unlike previously reported significant correlations in the young aged Koreans, neither the correlation between whole brain volume and body height in male nor the correlation between cerebellar volume and body height in female show any significance in the old aged Koreans. The significant correlation between body height and whole brain volume was still observed when both male and female data were combined (r=0.27, P<0.05), but the correlation coef-ficient and the level of significance markedly decreased from those of previously reported Korean youth data (r=0.67, P<0.01). Simple linear regression analysis shows decrease of explanatory power of height (measured in $r^2$) from 44% in the youth group to 7% in the old age group on the variance of whole brain volume. Multiple linear regression analysis shows that age and sex, rather than height, are major explanatory variables for whole brain volume in the old aged Koreans. The loss of correlations in the aged group is suspected to be mainly due to age related brain volume changes.