• Title/Summary/Keyword: SPSS statistics(regression analysis)

Search Result 1,223, Processing Time 0.031 seconds

Effects of Education and Mothers' Perceptions regarding English Education on Preschoolers' Interests in Learning English: A Comparison between General Kindergartens and English Immersion Institutes (기관 내외 교육과 어머니의 영어교육 신념이 유아의 영어 흥미에 미치는 영향: 일반유치원과 영어학원 유치부의 비교)

  • Choi, Naya;Park, You-Me;Choi, Jisu
    • Human Ecology Research
    • /
    • v.58 no.4
    • /
    • pp.585-599
    • /
    • 2020
  • This study investigated children's interests in learning English, affected by educational activities in and out of institutes, and mothers' perceptions regarding early childhood English education. We recruited, 253 mothers of 3- to 5-year-old children in either general kindergartens or English immersion institutes. They answered questions on socioeconomic status, perceived interest in English by their children, their perceptions regarding early childhood English education, and English education outside institutes. In addition, 42 English teachers provided information within institutes such as class time per week, teacher-pupil rate, and language use policy during class. The collected data were analyzed through SPSS 22 for frequency analysis, descriptive statistics, independent t-test, and hierarchical multiple regression analysis. The major findings are as follows. First, the two groups were in distinct learning environment. Second, mothers' perceptions and outside-institute activities were significantly different between the two groups. Third, the English interests of children at both institutes were influenced by mothers' worries and at-home English interactions. Fourth, education within institutes did not affect both group's English interests. Fifth, private education and socioeconomic status did not affect both group's English interests. Lastly, only the children's interests in English immersion institutes were affected by gender and mother's perceived necessities. Focusing children's interests, this study helps in understanding young children's affective aspects regarding learning English. The findings are expected to be a guideline for each home and institute to increase children's interest in learning English.

Determinants of Adoption and Use of Open Access Publishing by Academic Staff in Nigeria Universities

  • Bashorun, Musediq Tunji;Jain, Priti;Sebina, Peter M.;Kalusopa, Trywell
    • Journal of Information Science Theory and Practice
    • /
    • v.4 no.4
    • /
    • pp.49-63
    • /
    • 2016
  • The emergence of the World Wide Web (WWW) has changed the scholarly publishing system. Today, Open Access (OA) scholarly publishing offers free access and wide dissemination for research findings anytime and anywhere as an additional value for scholarly content. Despite the potentials of OA publishing, its adoption and use is still low.This paper determines factors influencing the adoption and use of OA publishing by academic staff in universities in Nigeria using an adapted Unified Theory of Acceptance and Use Technology (UTAUT). The study applies methodological triangulation by combining quantitative and qualitative approaches. The empirical data were collected from 317 academic staff in universities in southwest Nigeria. The questionnaire forms were analyzed using the Statistical Package for Social Sciences (IBM-SPSS) 19.0 version to generate descriptive statistics, Analysis of Variance, and Hierarchical Multiple Regression. Thematically, analysis also applies to the interviews. The results show that awareness, attitude, performance expectancy, Internet self-efficacy, and facilitating conditions significantly influenced the adoption and use of OA publishing. The study also reveals that due to lack of OA policy, most of the respondents did not know about OA. The findings further establish that all predictors and moderating variables jointly contributed 64.4% total variance towards the adoption and use of OA publishing. One of the implications of this study is that there is a need for adequate facilities to support adoption and use of OA publishing. The findings inform the proposed framework for improving and evaluating the adoption and use of OA publishing. The findings also have theoretical, societal, and methodological significance to all stakeholders.

The Effects of the Social Support Network on the Psychological Well-Being of the Rural Elderly in Korea (사회적 환경으로서의 지원망 특성이 농촌노인의 심리적 복지에 미치는 영향)

  • Lee, Jeong-Hwa;Han, Gyoung-Hae;Park, Gong-Ju;Lee, Han-Ki
    • Journal of Korean Society of Rural Planning
    • /
    • v.9 no.3 s.20
    • /
    • pp.1-7
    • /
    • 2003
  • As the proportion of the elderly population in rural area is growing rapidly, the quality of life of the rural elderly is becoming a major concern. According to Rowe and Kahn(1997), active and productive engagement in society is a central component of successful aging. Yet, the effect of various social support network on psychological well-being of the rural elderly is not well known. This study is an attempt to empirically examine the connection between social support network and psychological well-being of the rural elderly. For this purpose, community welfare specialists gathered data from 1033 rural elderly in 32 villages, using structured questionnaires. The statistical methods used for the data analysis were descriptive statistics, cross tables, ANOVA and hierarchical regression analysis using spss wins 10.0 program. The major findings of this study are as follows: The majority of rural elderly have social support networks composed of more than one person and the mean number of their social support network was ten persons. The elderly who keep frequent contact with many adult children and friend/neighbor are happier than the elderly who keep contact with fewer number of children and friends. The size of the network of relatives significantly affects the level of loneliness of the elderly. Theoretical and practical implications of this study for the improvement of the quality of life of the rural elderly is discussed.

Relationship between Empowerment, Job Satisfaction and Organizational Commitment of the General Hospital Administrative Staff working for Customer Interaction Department (종합병원 고객 접점 행정직원에 대한 권한부여와 직무만족, 조직몰입과의 관계)

  • Kim, Yoo Ri;Kim, Tae Hyun;Lee, Sang Gyu;You, Chang Hoon
    • Korea Journal of Hospital Management
    • /
    • v.23 no.4
    • /
    • pp.65-80
    • /
    • 2018
  • Purposes: The purpose of this study was to analyze the relationship between empowerment, job satisfaction and organizational commitment of the general hospital administrative staff working for customer interaction department. Methodology: For this purpose, this study sampled 260 administrative staff working for the general hospitals in Seoul and Gyeonggi-do. A total of 260 questionnaires were distributed to them, and 229 ones responded to the survey, which had been conducted from Mar. 9, through Mar. 30, 2018. 211 responses were used for the final analysis. The data collected were processed using the SPSS 18.0K for descriptive statistics, T-test, ANOVA and regression analysis. Findings: The results of this study can be summed up as follows. The empowerment of the subjects scored 3.73 on average on the 5-point scale. To be specific, the sub-factor 'meaning' scored the highest or 4.01, while the sub-factor 'impact' was lowest. Subjects' job satisfaction scored 3.37 and their organizational commitment scored 3.54 both on the 5-point scales. Practical Implications: Meaning and self determination of empowerment positively related to subjects' job satisfaction and organizational commitment, and particularly, meaning of empowerment was more strongly related. Hence, it is required of the general hospitals to operate a customized competence build-up program and educational courses on a continual basis. Besides, it would also be important to create a working environment wherein the administrative staff can demonstrate their deliberation, autonomy and independent services.

A Study on the Optimization Method for Evacuation Procedure on Fire in Public Facilities - Focusing on Multiplex - (다중이용시설의 화재 시 피난절차 최적화 방안 연구 - 멀티플렉스를 중심으로 -)

  • Shin, Young-Min;Lim, You-Ri;Ahn, Yong-Han
    • Fire Science and Engineering
    • /
    • v.33 no.1
    • /
    • pp.113-120
    • /
    • 2019
  • The disaster and safety R&D budget has continued to increase since 2008, but the fire safety R&D budget is a small part. Therefore, successful outcomes that could lead to the economic growth of the fire safety industry have not been achieved. This paper suggests a fire safety R&D budget expansion, reinforcement of R&D capacity, and performance growing plan by analyzing the factors that affect the performance of a fire safety R&D project. Empirical analysis was performed through one-way ANOVA and regression analysis using the statistical program, SPSS statistics 21.0. As a result, this study suggests that the continuous expansion of R&D funds and the securing of excellent trained research manpower will be necessary to obtain qualitatively superior patents and papers.

Sex Difference in the Effect of Body Mass Index and Stress on High-Risk Diabetes Mellitus in Korean Adults (한국 성인의 고 위험 당뇨에 대한 스트레스와 체질량 지수의 성별 차이)

  • Lee, Hea Shoon
    • Journal of Korean Biological Nursing Science
    • /
    • v.21 no.3
    • /
    • pp.224-230
    • /
    • 2019
  • Purpose: This study aimed to investigate sex differences in the effect of body mass index (BMI) and stress on high-risk diabetes mellitus (DM). Methods: Secondary analysis of data from 4,271 male and female adults participating in the Sixth Korea National Health and Nutrition Examination Survey 2015 was performed. The participants were evaluated using questionnaires and blood tests. Data were analyzed using descriptive statistics, t-test, ${\chi}^2-test$, and multiple logistic regression analysis (SPSS 24.0). Results: To identify sexspecific effects, interaction variables were included. Hemoglobin A1c (HbA1c) level was higher in men than in women, and the risk of DM decreased 0.31 times in women compared to that in men. As age increased, the odds of risk DM increased 1.03. The risk of DM increased 1.99 times in overweight individuals and 2.79 times for obese individuals compared to that in individuals with normal weight. Stress levels were higher in women than in men, but stress is not an influential factor in high-risk DM. In age-sex interaction, the odds of risk DM increased 1.02 in women compared to that in men as age increased. Conclusion: HbA1c level was affected by age-sex interaction, and age and sex should be considered in the application of HbA1c in the diagnosis of DM.

Factors Influencing Stress of Nurse who care for patients using a Home Mechanical Ventilator in General Ward (병동 간호사의 가정용 인공호흡기 적용 환자 간호 스트레스 영향요인)

  • Min, Hyun Ju;Kwon, Hee Young;Shin, Chae Won;Ha, Young Jin;Kim, Hyun Jeong
    • Journal of Korean Academic Society of Home Health Care Nursing
    • /
    • v.26 no.1
    • /
    • pp.91-101
    • /
    • 2019
  • Purpose: The purpose of this study was to identify factors associated with stress related to home mechanical ventilator (HMV) care in general ward nurses. Methods: The study participants were 110 general ward nurses. Data on participant characteristics, level of knowledge, education needs, coping ability in emergency situations, confidence, and stress were collected from August 1 to 30, 2018 using a structured questionnaire by web-based surveys. Data were analyzed using SPSS/WIN 20.0 for descriptive statistics and independent t-test, one-way analysis of variance, Pearson's correlation coefficient, and multiple regression analysis. Results: Significant factors associated with stress related to HMV care were ward career, intensive care unit (ICU) career, intensive care room (ICR) career, education experience, and satisfaction level of HMV education. Stress had negative correlations with confidence and positive correlations with education needs. The determining factors affecting stress related to HMV care in the general ward were confidence (${\beta}=-.31$, p=.004), ICR career (${\beta}=-.27$, p<.001), education needs (${\beta}=.24$, p=.005), education frequency (${\beta}=-.18$, p=.040), and ICU career (${\beta}=-.18$, p=.025); their explanation power was about 41.8%. Conclusions: It is necessary to develop HMV care training manuals and guidelines and consider ICU or ICR careers for patient safety.

The Effect of Nursing Students' Everyday Creativity and Self-Esteem on Sociality (간호대학생의 일상적 창의성, 자아존중감이 사회성에 미치는 영향)

  • Jeong, Gyeong-Sun;Park, Eui-Jeung
    • Journal of The Korean Society of Integrative Medicine
    • /
    • v.9 no.4
    • /
    • pp.119-127
    • /
    • 2021
  • Purpose : The aim of this study was to examine the relationships of everyday creativity and self-esteem, with sociality in college students majoring in nursing science and to identify factors that influence sociality. Methods : In the study 209 college students majoring in nursing science in B city were surveyed for the period of July through September 2020. The collected data were analyzed using SPSS statistics 22.0 for Windows to determine the frequency, percentage ratio, average, and standard deviation. Statistical analyses included the t-test, analysis of variance, Scheffe test, Pearson correlation coefficient, and multiple regression analysis. Results : The everyday creativity of the nursing students was 3.65±0.43, self-esteem was 3.70±0.63, and sociality was 3.21±.33. Significant differences were observed for self-esteem according to the participant's grade (F=3.11, p=.027), monthly income (F=2.41, p=.050), health condition (F=4.87, p=.001) and clinical experience (t=-2.17, p=.031). Significant differences were not observed with regard to sociality. A static correlation was observed between everyday creativity and self-esteem (r=.478, p<.001) and between everyday creativity and sociality (r=.342, p<.001). Self-esteem and sociality were also statistically correlated (r=.168, p<.05). Factors that influenced the participants' sociality included monthly income (𝛽=.168, p=.015), health condition (𝛽=.178, p=.022), clinical experience (𝛽=-.161, p=.048), ability to find alternative solutions (𝛽=.245, p=.015), and in dependent nature (𝛽=.224, p=.003); The explanatory power was 15.60 %. Conclusion : More research is needed to understand the relationship between everyday creativity, self-esteem, and sociality in college students majoring in nursing science, Greater efforts are needed to develop programs that nurture the sociality of college student majoring in nursing science.

Analysis of factors related to suicidal ideation among people with and without disabilities in elderly living alone (장애인과 비장애인 독거노인의 자살생각 영향요인 분석)

  • Kim, Ye-Soon;Nam, Young-Hee
    • The Journal of Korean Society for School & Community Health Education
    • /
    • v.22 no.3
    • /
    • pp.69-81
    • /
    • 2021
  • Purpose: This study purposed to analyze of factors related to suicidal ideation among people with and without disabilities in elderly living alone Methods: The study examines the factors of suicidal ideation using over 65 years of age who participated in the 2017 National Survey of Older Koreans of the elderly living alone data. Subjects were 2,265 person among elderly living alone over 65 years of age. Data were analyzed using descriptive statistics, X2-test, t-test, logistic regression analysis with the SPSS win 26.0 program. Results: Suicidal ideation of the elderly living alone with disabilities were 13.6% and 9.0% of the elderly living alone without disabilities, and the elderly living alone with disabilities had higher suicidal ideation (p<.05). The significant predictors of the suicidal ideation in elderly living alone with disabilities were employment and depression. The significant predictors of the suicidal ideation in elderly living alone without disabilities were age, gender, number of chronic disease, economic state, SLCA(Society, leisure, culture, and activities) and depression. Depression was analyzed as a common factor related to suicidal ideation in disabled and non-disabled elderly living alone. Conclusion: Based on the results of this study, it is necessary to develop a program for people with and without disabilities. It is necessary to prepare various programs and community support systems to prevent and manage depression for people with and without disabilities in elderly living alone.

Study on the satisfaction and effectiveness of non-face-to-face lectures in 2020 and the necessity of face-to-face lectures: focusing on students studying public health at "S" college in Seongnam-si (2020년 비대면 온라인 강의만족도와 강의효과, 대면강의 필요성에 대한 연구: 경기도 성남시 소재 S 대학교 보건계열 학생을 중심으로)

  • Jeong, Hyeeun;Lee, Hyunsic;Lee, Jung Soo
    • Journal of Technologic Dentistry
    • /
    • v.43 no.2
    • /
    • pp.62-68
    • /
    • 2021
  • Purpose: This study examined the correlations between the satisfaction and effectiveness of practical training and theory lectures under two conditions: face-to-face lectures and non-face-to-face online lectures. Methods: A survey of 436 public health student, whereafter SPSS 20.0 (IBM) was used on the data to conduct frequency, descriptive statistics, and exploratory factor analyses. The Cronbach's α value was estimated in a reliability analysis, and a simple regression analysis was conducted to verify the study hypothesis. Results: It was found that the students preferred pre-recorded lectures online for both practical training and theory, claiming that when compared with face-to-face lectures, these non-face-to-face lectures meant a shorter commute and the ability to repeat the content. However, it was admitted that technical issues such as facilities or access difficulties and lower concentration could be a problem. The hypothesis that course satisfaction affects lecture effectiveness was verified, with both the practical training and theory lectures found to have a statistically significant positive (+) effect. The explanatory power of student satisfaction on the effectiveness of the theory component was slightly higher than that of the practical training component, with the students having more positive perceptions on the necessity of face-to-face lectures in practical training than they did for those in theoretical instruction. Conclusion: Providing non-face-to-face online theory courses and face-to-face practical training courses could increase student satisfaction and lecture effectiveness.