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

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Influencing Factors on Uncertainty of Patients Undergoing Chemotherapy for Lung Neoplasms (항암화학요법을 받는 폐암환자의 불확실성 영향요인)

  • Mo, Moon-Hee;Chung, Bok-Yae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.18 no.4
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    • pp.248-259
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    • 2017
  • This descriptive correlational study was conducted to identify the factors influencing the uncertainty of patients undergoing chemotherapy for lung neoplasms. One hundred and eleven patients were recruited from the chemotherapy clinic of a university hospital. Data were collected from July 25 to December 31, 2014, and analyzed by descriptive statistics, the t-test, ANOVA, the Scheffe test, Pearson's product moment correlation coefficients and multiple regression analysis with SPSS for Windows Version 18.0. The mean score of the uncertainty of the patients undergoing chemotherapy for lung neoplasms was 2.61(${\pm}0.46$), which was higher than that of the patients with other diseases. The uncertainty was positively correlated with the seriousness of the illness (r=.74, p<.01) and consistency of the symptoms (r=.27, p<.01). Multiple regression analysis showed that the (main) factor influencing the uncertainty was the seriousness of the illness, which explained 54% of the uncertainty of the patients undergoing chemotherapy for lung neoplasms. As a result, nursing interventions are needed to reduce the uncertainty of lung neoplasm patients who are receiving chemotherapy. The seriousness of the illness should be considered when developing nursing interventions to reduce the uncertainty of lung neoplasm patients.

Factors affecting Person-Centered Care Competence for senior nursing students: Focused on King's dynamic interaction system model (고학년 간호대학생의 인간중심간호역량 영향요인: King의 역동적 상호작용 체계모형을 중심으로)

  • Cho, In Young;Yun, Ji Yeong;Kim, Hyojin
    • Journal of the Korea Convergence Society
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    • v.12 no.8
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    • pp.357-367
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    • 2021
  • We aimed to identify personal-interpersonal-social factors influencing Person-Centered Care Competence (PCCC) of senior grade nursing students based on King's dynamic interaction system model. The data were collected using online based questionnaires that contained items on ethical sensitivity, peer group care interaction, interpersonal competence, social support and PCCC. The participants were 242 4th grade nursing students who had undergone clinical practicum. The data were analyzed using descriptive statistics, T-test, ANOVA, Pearson's correlation coefficients, and Multiple regression analysis with the SPSS 26.0. In the multiple regression analysis, interpersonal competence(β=0.42, p<.001) and social support(β=0.29, p<.001) were statistically significant factors that explained 44.1% of PCCC(F=23.77, p<.001). This study is significant in that we identified the factors affecting the Person-centered Care competence based on King's conceptual framework. This study could provide basic data for the development of an intervention program to improve PCCC of senior nursing students.

A Study on the Living Conditions of Rural Women and the Determinants of Their Life Satisfaction (농촌여성의 생활실태분석과 생활만족도에 영향을 미치는 요인)

  • Bae, Jeong In;Park, Ung Im;Lee, Hye Sang;Ahn, Geun Mee;Jeong, Woon Seon
    • The Korean Journal of Community Living Science
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    • v.24 no.4
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    • pp.485-495
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    • 2013
  • As rural life has shifted with the long term changes in the internal and external conditions of rural communities, this study aims to investigate the living conditions and life satisfaction of rural women. 70 questionnaires in health, clothing, food, shelter, economic conditions and child-rearing fields were used for a survey of 393 rural women from five rural areas in the northern region of Gyeongsangbuk-Do. Statistical techniques of frequency analysis, descriptive statistics, ANOVA, t-test and regression analysis were employed through 'SPSS Statistics 21'. Participants were divided into 3 groups, with Group A with income less than 15 million won, Group B with income of at least 15 million won and less than 30 million won, and Group C with at least 30 million won. For the life satisfaction and health conditions, Group C showed higher scores than Group A. The food security status of rural women in the research area was worse than that in the Korea National Health and Nutrition Examination Survey, and food consumption by Group C was higher than that of Group A and Group B. For the satisfaction of kitchen, bathroom facilities and heating system, the income of 15 million won seemed to be the divisive value where richer groups were more satisfied. Job satisfaction seemed more related with the income amount rather than with the job itself. The parenting efficacy and child-rearing satisfaction were higher for Group C than for Group A. Determinants of life satisfaction turned out to be health conditions, heat susceptibility, fruit consumption, kitchen unit satisfaction, job satisfaction and parenting efficacy.

Study on the effect of clinical practice satisfaction and major satisfaction on employment intention of students in the department of dental technology who experienced clinical practice (임상실습을 경험한 치기공(학)과 학생들의 임상실습 만족도, 전공 만족도가 취업 의향에 미치는 영향에 관한 연구)

  • Hyeeun Jeong;Hyunsic Lee
    • Journal of Technologic Dentistry
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    • v.45 no.4
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    • pp.95-101
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    • 2023
  • Purpose: This study examines the clinical practice satisfaction and major satisfaction of dental technology students who have experienced clinical practice to identify whether there is an effect on employment intention of satisfaction level as a basis for increasing the employment rate of dental technicians. Methods: A survey was distributed among 150 dental technology students, and the data were analyzed using descriptive statistics and frequency and correlation analyses. Finally, multiple regression analysis was used to verify the research hypotheses. All statistical analyses were carried out using IBM SPSS Statistics ver. 27.0 (IBM). Results: The students exhibited high levels of satisfaction with their clinical practice (4.20) and dental technology major (4.07). Further analysis showed a positive correlation between intention to work in dental laboratories and satisfaction with a dental technology major (practice; r=0.437, p<0.05); clinical practice organization (r=0.682, p<0.05); and satisfaction with the clinical practice institution (r=0.650, p<0.05). Statistically significant positive associations (p<0.05) were also observed between clinical practice form and environment, satisfaction with dental technology major, and school region (i.e., metropolitan area). Conclusion: The findings of this study suggest that high levels of satisfaction with clinical practice and dental technology major can contribute to increased employment rates among dental technicians by promoting their intention to work in the related industry.

Perceived Quality of Korean Restaurants Influencing on Satisfaction and Behavioral Intentions - From the Perspectives of Asian Tourists to Korea - (만족도와 행동의도에 영향을 미치는 한식당의 지각된 품질 요인에 관한 연구 - 한국을 방문한 아시아 관광객의 관점을 중심으로 -)

  • Im, Hyun-Jung
    • Culinary science and hospitality research
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    • v.16 no.1
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    • pp.209-225
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    • 2010
  • The main purposes of this study were to assess Asian travelers' perceptions of service quality provided by Korean restaurants and to identify the relationships among perceived quality, satisfaction, and behavioral intentions. The survey was administered during one-month period of January-February 2009, targeting tourists from China, Taiwan, and Japan who were visiting Korea through escorted tour packages offered by several Korean travel agencies. A total of 223 copies of the questionnaire were collected for the data analyses such as descriptive statistics, factor analysis, MANOVA, and multiple regression analysis using SPSS 12.0 program. The main results of this study were as follows: 1) The results of the gap analysis indicated that the service quality in several areas provided by the Korean restaurants did not meet the tourists' expectations; 2) The factor analysis identified four underlying dimensions of travelers' perceptions of overall service quality provided by Korean restaurants ("value and quality of foodservice", "menu choices", "service quality of employees", and "quality of surrounding area"); and 3) Through multiple regression analyses, three determinants ("value and quality of foodservice", "menu choices", and "service quality of employees") were found to have the greatest impact on tourists' satisfaction and behavioral intentions.

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Effects of Married Employees' Family-Friendly Culture on Family Strength: A Focus on the Mediating Effect of Work-Life Balance (기혼직장인의 가족친화적 조직문화가 가족건강성에 미치는 영향: 일과 삶의 균형의 매개효과를 중심으로)

  • Kim, Jung-Hee
    • Journal of Family Resource Management and Policy Review
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    • v.25 no.2
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    • pp.79-93
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    • 2021
  • This study explored how the family-friendly culture of married employees is related to family strength and verified the mediating effects of work-life balance in such a relationship. The study included 213 married employees aged from their 20s to their 60s. Statistical analysis was performed using SPSS 18.0, and the Baron and Kenny (1986) method was used to perform descriptive statistics, difference verification, regression analysis, and mediation analysis. The results of the analysis were as follows. First, the differences between the general characteristics of married employees and family strength were analyzed. Among the general characteristics, married employees in their 60s were found to have a higher level of family strength compared with other married employees in their 40s-50s and 20s-30s. Furthermore, married employees with higher education (higher than college or graduate school education), with supporters, with a household income of more than 6.01 million KRW, and with positions higher than middle management were found to have higher levels of family strength compared with their counterparts in each case. Second, hierarchical regression was performed to analyze the factors affecting family strength; the younger the age, the higher the level of family-friendly culture and work-life balance, and the higher the level of family strength of married employees. Third, according to Baron and Kenny's(1986) mediation analysis, the balance between work and life had a partial mediating effect on the relationship between a family-friendly culture and family strength. Therefore, a family-friendly culture and work-life balance were verified to be important factors that can serve as alternatives for improving the family strength of married employees.

Relationships between Obesity Types and Periodontitis according to Characteristics of Subjects (대상자 특성에 따른 비만유형과 치주질환의 관련성)

  • Kong, Young-Mi;Han, Gyeong-Soon
    • Journal of dental hygiene science
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    • v.12 no.3
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    • pp.279-286
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    • 2012
  • The aim of this study was to evaluation the association between obesity and periodontitis according to the characteristics of subjects. The subjects of this study was 429 subjects aged 19 years or older from March to May, 2010. Data were analyzed with chi-square test, Multivariable logistic regression and Statistics were analyzed linear regression analysis using SPSS 18.0. WHR had dose-effect relationship with the number of sextants with periodontitis. With regard to relationships between obesity type and periodontitis depending on characteristics of objects, the WHR obesity group showed results higher than the normal group, for twice(OR: 2.24; 95% CI: 1.17-4.28) and three times or more(OR: 3.34; 95% CI: 1.53-7.27) in frequency of daily teeth brushing, 0-3 points(OR: 2.47; 95% CI: 1.09-5.59) and 4-6 points(OR: 3.99; 95% CI: 1.75-9.08) in the self-perception of stress level, and the group with 8 hours or more(OR: 4.20; 95% CI: 2.11-8.34) in the sleeping time. If anyone is judged to have obesity by WHR, we can say that the risk to have periodontitis together with it is 2.56 times more likely(95% CI: 1.58-4.13).

A Study on Uniform Recognition of Some Dental Hygiene Students (일부 치위생과 학생의 유니폼 인식에 관한 연구)

  • Son, Eun-Gyo;Jung, Hwa-Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.2
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    • pp.388-395
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    • 2020
  • This study was conducted from March 15 to March 19, 2019. The purpose of this study was to examine the recognition of uniforms and their images for the selection and development of uniforms and the pursuit of images for dental hygienists and students in some regions. Study methods included frequency analysis, factor analysis, reliability analysis, ANOVA, chi-squared test, and regression analysis. The collected data was analyzed using the IBM SPSS Statistics 21.0 program. This study found that students majoring in dental hygiene thought that uniforms influenced their image and that they influenced the image of the hospital. In addition, students who experienced clinical practice preferred the pants type to the uniform type and the color to achromatic color. In addition, these students preferred scrubs and the use of Crocs for shoes. The results of this study showed that dental hygiene students considered image transmission through uniforms as important. However, it appears that they prefer practical uniforms and shoes over uniforms that convey external images. This is a part that makes us aware of the need for changes in training clothes and training. In conclusion, it is necessary to develop a practical uniform while expressing the image of the institution, which will be reflected in future dental uniform selection.

The Influence of Senior's Technical Stress and Self­-Efficacy on Entrepreneurial Intentions : Including Mediating Effects of the Resilience (시니어의 기술 스트레스와 자기효능감이 창업의지에 미치는 영향 : 회복탄력성의 매개효과를 포함하여)

  • Chang, Soo-jin
    • Journal of Venture Innovation
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    • v.2 no.1
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    • pp.93-118
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    • 2019
  • This study empirical analysed how senior's technical stress and self-efficacy affected entrepreneurial intentions and whether resilience functioned as a mediating effects between them. 207 data were collected from the field survey questionnaires administered to a convenience sample of senior men and women aged 40 and over who had entrepreneurial intentions. For hypothesis testing, the IBM SPSS Statistics 24.0 was used. Frequency analysis, exploratory factor analysis, correlation analysis, and hierarchical regression analysis were conducted. Empirical studies showed as follows. First, technical stress affected senior's entrepreneurial intentions. Second, self-efficacy turned out to affect senior's entrepreneurial intentions. Third, resilience came out to have a partial-mediating effects between technical stress and the senior's entrepreneurial intentions as well as between self-efficacy and the senior's entrepreneurial intentions. These research outcomes supported the preceding studies that self-efficacy played key roles in maximizing senior's entrepreneurial intentions and demonstrated the importance of self-efficacy as an independent variable for seniors to promote entrepreneurial activities with an intention of starting a new business. Furthermore, the technical stress newly introduced as an independent variable was found to be the next most important factor after the self-efficacy. The study also confirmed that the resilience has been doing an partial-mediating effects. However, it appeared that the technical stress affected the will of start-up, but it appeared to be a positive relationship. For generalization of this finding, further studies are required.

A Study on the Perception of Image-making Regulations Change of Airline Cabin Crew and Career Decision

  • Kim, Mun-Kyung
    • Journal of the Korea Society of Computer and Information
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    • v.25 no.2
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    • pp.197-203
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    • 2020
  • The purpose of study is to identify the perception of image-making regulations change of airline cabin crew and analyze the relationship among the perception of regulations change, occupational choice motives and career decision of female university students majoring in airline service in Kwang-ju and Jeonnam area. The survey was in 203 for a month from November 18 to December 13, 2019. The collected data were analyzed using 'SPSS statistics 21.0.' Analytical methods such as frequency analysis, factor analysis, reliability analysis and multiple regression analysis were used. The findings of this study are presented as follows: Students majoring in airline service are positively aware of image-making regulations changes of airline cabin crew, positive perception of regulation changes has a statistically significant impact on occupational choice motives and career decision, and occupational choice motives have an effects on career decision. In conclusion, the study has implications for providing information to airlines to understand the applicants and to students preparing for employment. However, there is a limitation in that the sample of this study is limited to only female university students majoring in airline services in a specific area, and the size of the sample is not large.