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

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Factors Affecting Intention to Quit Smoking of Current Smokers by Gender (성별에 따른 흡연자의 금연의도 관련 요인)

  • Noh, Young-Min;Lee, Yejin;Kim, Ji-yeon;Noh, Jin-Won
    • The Journal of the Korea Contents Association
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    • v.19 no.9
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    • pp.321-328
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    • 2019
  • This study is to identify the factors related to smokers' intention to quit smoking and the differences between male and female smokers. We used data from Community Health Survey of 2017 and a total of 39,435 participated in the study. It was analyzed through IBM SPSS Statistics 23.0 to conduct frequency analysis and binary logistic regression analysis. We found that gender, age, marital status, education, household income, subjective health, attempts to quit smoking, exposure to quit smoking campaigns, education to quit smoking, and number of cigarettes per day are related to the smokers' intention to quit smoking. For male smokers, education and household income are relevant to their intention to quit smoking, unlike female smokers. The findings suggest that smoking cessation campaigns and education are necessary for smokers with low level of education or income. Further, it indicates that gender differences should be taken into consideration upon intervention program.

The Effect of Appearance Satisfaction and University Adaptability on the Self-Esteem among University Students (대학생의 외모만족도와 대학생활적응능력이 자아존중감에 미치는 영향)

  • Lee, Jeong-hwan;Oh, Jun-hyeok;Kim, Hey-kyoung
    • Journal of the Korean Applied Science and Technology
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    • v.36 no.1
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    • pp.362-370
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    • 2019
  • The purpose of this study was to investigate the effect of Appearance Satisfaction and University Adaptability on Self-Esteem among university students and presents basic data for helping healthy adaption of university life. A survey was held to the university students in Chungcheong cities from September 9 to 20, 2018. of 250 copies of the questionnaire distributed, a total of 228 copies were in the final analysis. For data analysis, SPSS 23.0 for Windows was used. As a result, there were correlations between variables, the Self-Esteem of university students were affected by the Appearance Satisfaction, University Adaptability. Self-evaluation about one's appearance and Benefits from Appearance. And the largest effect was the Self-evaluation about one's appearance. As for the verification statistics of the regression model, its explanatory coefficient($R^2$) was 0.30, which weans that the explanatory power of independent variables was 30% for the dependent ones. In conclusion, it is need to development program and counseling with considering Self-evaluation about one's appearance for improving Self-Esteem.

Factors Related to Allergic Rhinitis in Korean Adults (한국 성인의 알레르기 비염 관련요인)

  • Lee, Jaeyoung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.12
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    • pp.749-757
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    • 2018
  • This study was conducted to investigate the factors associated with allergic rhinitis in Korean adults. The investigation was based on secondary data analysis using the National Health and Nutrition Survey data. The subjects of this study were 5,841 adults aged 19 years or older who participated in the National Health and Nutrition Survey for the first year (2016). The collected data were analyzed by complex sample multiple logistic regression analysis using SPSS Statistics 24. The prevalence of allergic rhinitis was 15.4%. In addition, factors related to allergic rhinitis included gender, age, marital status, stress, depression, asthma and atopic dermatitis. The results of this study can be used as basic data for policy and interventions to prevent allergic rhinitis and manage symptoms.

The Effects of Emotional Intelligence and Resilience on Stress Coping Strategies for Health-care Promotion in Dental Hygiene Students (치위생과 학생의 헬스케어 증진을 위한 감성지능과 회복탄력성이 스트레스 대처방식에 미치는 영향)

  • Oh, Han-Na
    • Journal of Korea Entertainment Industry Association
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    • v.15 no.4
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    • pp.317-324
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    • 2021
  • This study was carried out in order to arrange a plan available for efficiently alleviating stress through confirming factors of affecting the stress coping strategies in dental hygiene students. As for data collection, the questionnaire survey was conducted targeting 198 dental hygiene students at the university where is located in Jeonbuk area. The analytical processing was made with descriptive statistics, Anova, correlation analysis and regression analysis by using IBM SPSS Statistics 19.0. As a result, the emotional intelligence showed a significant relevance with resilience(r=.757, p<.001) and stress coping strategies(r=.563, p<.001). Resilience reflected a significant relationship with a stress coping strategies(r=.456, p<.001). Also, emotional intelligence(β=.344, p<.001) and resilience(β=.148, p<.032) were identified to have influence upon a stress coping strategies. Based on the outcome of this study, the basic data was suggested in preparing a plan available for increasing a stress coping strategies in dental hygiene students. The necessity of a follow-up research was proposed.

Factors related to Resilience of Coronavirus Infectious Diseases-19 Patients (코로나바이러스감염증-19 환자의 극복력 관련 요인)

  • Lee, MinHee;Park, MinJeong
    • The Journal of the Korea Contents Association
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    • v.22 no.10
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    • pp.349-358
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    • 2022
  • This study was aim to understand the relationship between uncertainty, social isolation, social support and resilience of coronavirus infectious diseases-19 (COVID-19) patients and to identify factors related to resilience. Data were carried out from March 7 to May 5, 2021, and a total of 200 questionnaires were used for data analysis. Data were analyzed with descriptive statistics, t-test, ANOVA, Pearson correlation coefficient and multiple regression using SPSS WIN 24.0 program. As a result of the analysis, the lower the sense of social isolation, the higher the social support, the satisfaction with the explanation of isolation and the economic status of 'medium' were identified as related factors for resilience. Based on the above results, a systematic program should be developed and applied to improve the resilience of COVID-19 patients including strengthening social support through families and health care providers, reducing social isolation through non-face-to-face counseling, providing sufficient information about diseases, and providing economic support.

Related Factors of Suicide Ideation in Elderly People with Diabetes Mellitus Living Alone in Rural Area (농촌지역에 거주하는 독거 당뇨병 노인의 자살사고 관련 요인)

  • Gang, Moonhee;Ahn, Yujin
    • Journal of Industrial Convergence
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    • v.20 no.10
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    • pp.79-86
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    • 2022
  • The purpose of this study was to identify suicidal ideation and related factors of elderly people with diabetes mellitus living alone in rural area. A descriptive study design was used. The participants were 466 elderly people, aged 65 years and over, and diagnosed with diabetes mellitus living at O province in South Korea. Collected data were analyzed using descriptive statistics, t-test, χ2-test, and logistic regression analysis with SPSS statistics 26.0 program. The results of the analysis showed that the suicidal ideation rate of the subjects was 27.3%, and the subjects showed significant differences in suicidal ideation as Cognitive function was lower (t=-4.23, p<.001), Depression(t=9.56, p<.001) and Loneliness (t=4.88, p<.001) were higher. Related Factors of suicidal ideation were Cognitive function (OR=0.86, p<.001), Depression (OR=1.18, p<.001) and Loneliness (OR=1.17, p=.001). These variables explained 32.2% of suicidal ideation. Therefore, in order to reduce suicide ideation of the elderly with diabetes mellitus living alone in rural areas, intervention that can improve Cognitive function, Depression, and Loneliness is needed.

MULTIPLE LINEAR REGRESSION APPROACH FOR PRODUCTIVITY ESTIMATION OF BULLDOZERS

  • Abbas Rashidi;Hoda Rashidi Nejad;Amir H. Behzadan
    • International conference on construction engineering and project management
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    • 2009.05a
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    • pp.1140-1147
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    • 2009
  • Productivity measurement of construction machinery is a significant issue faced by many contractors especially those involved in earthwork projects. Traditionally, equipment production rate has been estimated using data available in manufacturers' catalogues, results of previous construction projects, or personal experience and assessments of the site personnel. Actual production rates obtained after the completion of a project demonstrate the fact that most of these methods fail to provide accurate results and as a direct consequence, may lead to unrealistic project cost estimations prepared by the contractors. What makes this more critical is that in most cases, inadequate cost estimations lead the entire project to exceed the initial budget or fall behind the schedule. In this paper, a linear regression method to estimate bulldozer productivity is introduced. This method has been developed using SPSS-16 software package. The presented method is used to estimate the productivity of Komatsu D-155A1 series which is commonly used in many earthmoving operations in Iran. The data required for the numerical analysis has been collected from actual site observation and productivity measurement of 60 pieces of D-155A1 series currently being used in several earthmoving projects in Iran. Comparative analysis of the output data of the presented regression method and the existing productivity tables provided by the manufacturer shows that when compared to the actual productivity data collected on the jobsite, a significant increase in accuracy and a remarkable reduction of data variance can be achieved by using the presented regression method.

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Influencing Factor of Nursing Students' Communication Competence and Practice Stress on Practice Satisfaction in Psychiatric Nursing Practice (정신간호학실습교육에서 간호학생의 의사소통능력과 실습스트레스가 실습만족도에 미치는 영향요인)

  • Mi Ja Kim;Hyun Joo Oh
    • Journal of Practical Engineering Education
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    • v.15 no.1
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    • pp.63-72
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    • 2023
  • The aim of this study was to identify the influencing factors of nursing student' communication competence and practice stress on practice satisfaction in psychiatric nursing practice. The subjects of the study were 237 fourth-year nursing students. For data analysis, descriptive statistics, t-test, ANOVA, Pearson correlation coefficients, and multiple regression were performed using the SPSS/WIN 24.0 program. As a result of the study, communication competence was positively related with practice satisfaction, and practice stress were negatively related with practice satisfaction. In regression analysis, Role model, communication competence, major satisfaction, and associated education were confirmed as the predictive factors of psychiatric nursing practice satisfaction. It is required to develop teaching and learning methods to increase student satisfaction in psychiatric nursing practice.

Effects of nursing students' ability to empathize, recognize children's rights, and perceive child abuse on their intention to report child abuse (간호대학생의 공감능력, 아동권리 인식, 아동학대 인식이 아동학대 신고의도에 미치는 영향)

  • Lee, Hye-Seon;Choi, Hyunkyung
    • The Journal of Korean Academic Society of Nursing Education
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    • v.30 no.1
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    • pp.61-70
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    • 2024
  • Purpose: This study aimed to identify the factors influencing nursing students' intentions to report child abuse. Methods: The participants of this study were 151 nursing students who were currently enrolled in nursing departments in Korea and who were at least 18 years of age or older. This study used a descriptive cross-sectional design, and the data were collected from February 16, to March 13, 2023, using an online self-administered survey. The questionnaire included general characteristics, empathy ability, child rights recognition, child abuse perception, and intention to report child abuse. The data were analyzed with descriptive statistics, an independent t-test, one-way ANOVA, Scheffé test, and multiple regression analysis using SPSS Statistics 29.0. Results: The intention to report child abuse showed statistically significant positive correlations with empathy ability (r=.23, p<.001), child rights recognition (r=.34, p<.001), and child abuse perception (r=.63, p<.001). In the multiple regression analysis, the factors significantly related to nursing students' intention to report child abuse were as follows: awareness of mandatory reporting (yes) (β=.16, p=.021) and child abuse perception (β=.56, p<.001). The explanatory power of these factors was 45.0% (F=20.03, p<.001). Conclusion: Considering the findings of this study, it is necessary to develop and implement educational programs for improving the perception of child abuse and thus enhancing nursing students' intention to report child abuse.

A Study of Important Attribute Which Gives an Effect to Golf Club Membership Purchase (골프 회원권 구입에 영향을 미치는 중요속성에 관한 연구)

  • Ko, Ho-Seok;Kang, In-Won
    • Journal of Global Scholars of Marketing Science
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    • v.15 no.1
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    • pp.105-120
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    • 2005
  • The research regarding the important attribute which gives an effect to golf club membership purchase. 1990's as the golf boom as percentage shows the rapid increase of the golf course visitor and it grows, from 2001 are passing over ten million people golf course visitors. When purchasing golf club membership, it is important from the research which it sees the attributes which it thinks probably are what, it grasped and the scope of research did Seoul and the metropolitan area golf user in the object and it executed an empirical.analysis. In order to raise the reality and a reliability of research also it executed the collection and a Question investigation and a empirical analysis of various statistical data. The result of research a frequency analysis, descriptive analysis, factor analysis, multiple regression analysis and a correspondence analysis used the SPSS/PC+ 10.0 which and is a statistics package program. The results show that four dimensions of image were derived from 14 important attributes, using a factor analysis. A correspondence analysis indicates that statistically significant relationships existed between some of Golf club membership factors with respect to the demographic variables of income and Golf frequency. A multiple regression analyses also indicate that most of Golf club membership factors had great impacts on visitors' recommend.

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