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

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A Study of Factors Influencing on Health Promoting Lifestyle in the Elderly - Application of Pender's Health Promotion Model - (노인의 건강증진생활양식에 영향을 미치는 요인 -Pender의 건강증진모형 적용-)

  • Seo Hyun Mi;Hah Yang Sook
    • Journal of Korean Academy of Nursing
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    • v.34 no.7
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    • pp.1288-1297
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    • 2004
  • Purpose: The purpose of this study was to investigate the factors influencing health promoting lifestyle in the elderly. Method: The subject of this study was 305 elderly person over the age of 60, living in rural and urban, Korea. For the analysis of collected data, descriptive statistics, t-test, analysis of variance and stepwise multiple regression were used for statistical analysis with SPSS statistical program. Results: The average item score for the health promoting lifestyle was 2.46, The higher score on the subscale was nutrition(2.65). The lowest score on the subscale were physical activity(2,36) and stress management(2,36). General characteristics showing statistically significant difference in health promoting lifestyle were age, residential district, live together spouse, education, religion and pocket money in the elderly. Stepwise multiple regression analysis revealed that the most powerful predictor of health promoting lifestyle in the elderly was prior related behavior(R2=.554). A combination of prior related behavior, perceived benefits of action, perceived self-efficacy, commitment to a plan of action, and interpersonal influences accounted for $64.3\%$ of the variance in health promoting lifestyle in the elderly, Conclusion: The factors influencing on health promoting lifestyle for elderly were prior related behavior, perceived benefits of action, perceived self-efficacy, commitment to a plan of action, and interpersonal influences.

Factors Affecting Employee Loyalty in Railway Rolling Stock Maintenance Companies in Thailand

  • LIEOPHAIROT, Ratchaphong;ROJNIRUTTIKUL, Nuttawut
    • The Journal of Asian Finance, Economics and Business
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    • v.9 no.10
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    • pp.115-127
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    • 2022
  • The study's goal was to investigate the levels of employee loyalty (EL) in two Thai railway rolling stock maintenance (RRSM) companies. Simple random sampling was used to obtain a final sample of 118 individuals from October 2021 through December 2021. The research instrument was a questionnaire with an expert IOC value between 0.67 to 1.00 and a questionnaire reliability Alpha (𝛼) average value of 0.82. Descriptive statistics included the mean and standard deviation (SD). SPSS for Windows Version 21 and Multiple Regression Analysis (MRA) was used for the analysis. Results showed that the 118 employee's overall perceptions of their RRSM employers' motivating factors, human resource management, satisfaction, and loyalty were high. HRM's performance evaluation had the most significant overall influence on EL. Moreover, from the analysis of the five EL questionnaire items, the most influential item was the employee's income as a contributing factor to their EL. This was followed by the suitability of their work. Also, it seems the employees had a high level of loyalty to their firms even if a better offer of more money was made. They also indicated a high level of pride in their respective firms.

The Relationship among Social Support, Work-Family Conflict and Work-Family Enrichment of Married Nurses (기혼간호사의 사회적 지지와 일-가정 갈등, 일-가정 향상과의 관계)

  • Lee, Inyoung;Ko, Yukyung
    • Korea Journal of Hospital Management
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    • v.26 no.1
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    • pp.26-41
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    • 2021
  • Purpose: This study is to identify the relationship among married nurses' social support, work-family conflict and work-family enrichment and to examine the influence of social support on work-family conflict and work-family enrichment. Methods: Data were collected from married nurses working at three hospitals with more than 100 beds in J Province and analyzed by descriptive statistics, t-test, ANOVA, Mann-Whitney U test, Kruskal-Wallis H test, Pearson's correlation analysis and hierarchical regression analysis using SPSS 21 program. Findings: In the correlation analysis only social support and work-family enrichment showed positive correlation. As a result of hierarchical multiple regression analysis, social support still acted as a significant influence factor on work-family conflict and work-family enrichment even in the state of considering the effect of control variables. Conclusion: In order to lower work-family conflict and to enhance work-family enrichment of married nurses, it is necessary to introduce and implement welfare policies for work-family reconciliation at the workplace level and at home level it is necessary to provide concrete measures so that married nurses can find the value of life as workers while house working and nurturing.

Analysis of the effects of college graduates' qualifications on employment and job suitability (대졸자의 자격보유가 취업과 일자리적합도에 미치는 영향 분석)

  • Lim, Mi-Jung
    • Journal of the Korea Convergence Society
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    • v.11 no.7
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    • pp.223-230
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    • 2020
  • The purpose of this study was to identify the characteristics of college graduates who obtain qualifications, and to check the economic and ineffectiveness of qualifications through the analysis of employment and job relevance according to their school area. For the main research, the "2016 Graduates Occupational Mobility Survey (GOMS)" data was used to perform basic statistics and logistic regression analysis using SPSS 25. This study reaffirmed the effectiveness of employment as stated in the preceding study, and in particular, the qualification of non-Seoul area colleges students had some positive effects on employment and job compatibility. In conclusion, the effectiveness of qualifications according to individual attributes and location of school may differ, but it suggests that proper qualification encouragement and acquisition support can help the employment and job convergence of college graduates.

Analysis of Dental Care Clinic Visits and Causes of Tooth Injuries by Age and Sex (외상에 의한 치아손상의 연령 및 성별에 따른 의료이용분석)

  • Kim, Young-Hee;Bea, Sang-Sook
    • The Korean Journal of Health Service Management
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    • v.14 no.1
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    • pp.67-78
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    • 2020
  • Objectives: Using data from the 1styear of the 7th National Health and Nutrition Survey, this study administered a questionnaire to patients with oral damage and examined the type of medical care used based on the nature of the injury, further characterized by age group and sex. Methods: Of the 8,150 respondents, this study selected those who participated in the health survey and oral exam survey, excluding surveys with missing values, and set 7,681 people as the research participants. This study used SPSS Windows version 23.0(SPSS Inc. IL, USA) as the statistics program and applied the chi-square test (p) based on a complex sample and logistic regression analysis. Results: In the analysis of the type of tooth damage, there was a significant difference (p<.001) in the number of male patients who were injured due to exercise, violence, and safety accidents compared to females. However, there was no significant difference in their type of medical security and whether or not they visited a dental clinic. The patients with private insurance showed relatively high use for tooth extraction and oral surgery (p<.001). Conclusions: The best way to prevent tooth damage is to prevent the accident. For sports or exercises which may cause tooth damage, protective gear, such as a mouthpiece, should be used to prevent tooth damage.

The effects of mental health-related factors on experience of oral symptoms in high school students (고등학생의 정신건강 관련 요인이 구강증상 경험에 미치는 영향)

  • Ji-Young Park;Jong-Hwa Lee
    • Journal of Technologic Dentistry
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    • v.45 no.1
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    • pp.14-20
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    • 2023
  • Purpose: This study was conducted to provide basic data for a health promotion program by analyzing the effects of high school students' mental health-related factors on oral symptom experiences. Methods: This study included 24,833 high school students who participated in the screening and health survey in the "17th (2021) Adolescent Health Behavior Survey." SPSS software (SPSS Statistics ver. 21.0; IBM) was used for statistical analysis. Multiple sample logistic regression analysis was performed. The significance level was set to 0.05. Results: The result of the analysis on the effect of mental health revealed that oral symptom experience was low in students without depression and suicidal thoughts. Oral symptom experience was high in students with stress perception. Additionally, the experience of oral symptoms was low when there was sufficient subjective sleep. Conclusion: Therefore, it is necessary to develop a customized oral health education program for early detection of oral symptoms and oral health promotion in high school students. Furthermore, it suggests the need for strategies and continuous oral health guidance to practice proper oral health habits to maintain healthy oral conditions.

The Effect of Elderly Sports Activities Participation Motivation on Leisure Satisfaction (노인의 스포츠 활동 참여동기가 여가만족에 미치는 영향)

  • Oh, Kyung-A;Kim, Hwa-Ryong
    • Journal of the Korean Applied Science and Technology
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    • v.35 no.4
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    • pp.1295-1306
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    • 2018
  • The purpose of this study was to verify the effect of elderly sports activities participation motivation on Leisure Satisfaction The participants were from elderly who the daily sports program. A total of 250 questionnaires were distributed from Sep. 1 to Oct. 31, 2018 and, after excluding 53 questionnaires that had missed or inappropriate answers thus low reliability, 197 questionnaires were included in effective sample. The collected data were analyzed using SPSS Statistics 21 and frequency analysis, exploratory factor analysis, reliability analysis, regression analysis were performed. The results, based on them, are as follows: First, Among the motivations for participating in the elderly sports activities, internal motivation influenced psychological satisfaction, educational satisfaction, psychological satisfaction. Second. external motive influenced social satisfaction, resting satisfaction. Third. amotivation influenced psychological satisfaction, educational satisfaction, resting satisfaction, environmental satisfaction.

A Study on the Variables associated with Leadership Life Skills in Nursing Students (간호대학생의 리더십생활기술 관련변인에 관한 연구)

  • Lee, Mi-Ryon
    • Journal of Digital Convergence
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    • v.14 no.1
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    • pp.65-73
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    • 2016
  • The objective of this study was to investigate factors influencing leadership life skills of self esteem and club activities by nursing students. Participants were 331 nursing students in 3 cities. The data were analyzed with the SPSS/Win 20.0 programs, using descriptive statistics, Pearson's correlation coefficients and multiple regression. Findings revealed that; 1) Pearson's correlation revealed a significant association among leadership life skills and self esteem; 2) hierarchical multiple regression analysis showed self esteem and major satisfaction significantly influenced leadership life skills in nursing students. The regression model explained 29.6% of leadership life skills. These findings can be utilized to development of strategies for increasing leadership life skills of nursing students.

The Influence of Gender Role Conflicts, Professional Nursing Values and Career Preparation Behaviors of Male Nursing Students (남자 간호대학생의 성역할 갈등, 간호전문직관이 진로준비행동에 미치는 영향)

  • Lee, Young-Ok;Wu, XiangLian
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.20 no.7
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    • pp.173-181
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    • 2019
  • The purpose of this study was to identify the effects of gender role conflicts, professional nursing value on career preparation behaviors of male nursing university student. Data were collected from 127 male nursing university student in grade 2-4 by using structured questionnaires from July 1 to November 30, 2018. The collected data were analyzed by descriptive statistics, independent t-test, ANOVA, Pearson's correlation coefficients and stepwise multiple regression by using SPSS Win 24.0 program. Multiple regression analysis showed that the predictors of career preparation behaviors were professional nursing values(${\beta}=0.28$, p=.001), satisfaction with major (${\beta}=0.23$, p=.006), club(${\beta}=.19$, p=.020) and the regression equation explained 20.8% of career preparation behaviors. Based on the results of this study, it is necessary to provide career educational programs considering according to the academic year of male nursing students and to develop educational programs to improve the nursing professionalism of male nursing students.

The Characteristics and Financial Status of the Users of the Debt Management Program of the Credit Counseling and Recovery Service (신용회복지원제도 이용자의 특성과 재무상태 분석 : 신용회복위원회 채무조정신청자를 대상으로)

  • Sung, Young-Ae
    • Journal of Families and Better Life
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    • v.26 no.6
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    • pp.35-50
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    • 2008
  • The purpose of this study was to analyze the characteristics and financial status of credit delinquents utilizing the debt management program of the Credit Counseling and Recovery Service between January-June in 2007. Total sample of 41,355 cases was analyzed using the statistical program SPSS(Version 12.0). For analysis, descriptive statistics, F-test, Scheffe test, t-test, logit analysis and regression analysis were employed. People in the age range of 30-40s, males, high-school graduates, married couples, part-time employees, costfree residents and residents in other regions were relatively high users of the debt management program. Reasons of credit delinquency were diverse and was combined to credit default. However, increases in expenses and income reductions were found to be the most frequent reasons. Financial conditions of delinquents were worse than those of average persons shown on the national statistics. It was also found that age, sex, educational level, occupation, region of residence, home-ownership, reason of delinquency, income and total outstandings of debt were significant determinants of short-term debt burden which was measured by the ratio of monthly payment to income and long-term debt burden which was measured by repayment period.