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

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Factors affecting radiation safety management of dental hygienist and anxiety of radiation exposure (치과위생사의 방사선 안전관리 실태 및 피폭 불안감에 영향을 미치는 요인)

  • Lee, Hye-Kyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.6
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    • pp.432-439
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    • 2018
  • The purpose of this study was to analyze the knowledge, attitudes, safety management behavior, and radiation anxiety of dental hygienists and to analyze affecting factors in order to improve the level of radiation safety management and reduce anxiety. The study period consisted of 280 dental hygienists working in Jeollabuk-do from September 10 to October 31, 2017 using the SPSS 12.0 program, frequency, descriptive statistics, and multiple regression analysis. The average knowledge level of radiation quality control was 8.07, and the correct answer rate was 75.3%. The attitude level was 96.1%, and the radiation safety management behavior was 4.11 for the photographer and 4.58 for the 'always wear a TLD (personal dosimeter) during radiography'. Patient radiation safety management behavior was 3.86, and the highest was '4.69' to confirm pregnancy of the woman before radiography. Radiation-covered lining was 3.86, and was the highest at 4.13 for 'I am concerned about fetal health when I am pregnant'. Factors affecting radiation exposure anxiety were lower radiation safety management behaviors, lower age, lower radiographic experience, higher educational background, higher monthly income, and higher job title (p<0.05). Based on the above results, dental hygienists had strong knowledge, attitudes, and safety management practices for radiation quality control. However, since anxiety related to radiation exposure was high, it is possible to improve radiation safety management level and reduce radiation exposure anxiety.

Effects on Self-esteem among Female Undergraduate Students (여대생의 자아존중감에 미치는 영향)

  • Heo, Narae
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.6
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    • pp.536-548
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    • 2018
  • This study was conducted to investigate the effects of appearance stress, alcohol intake, and eating attitude on self-esteem of female undergraduate students. Participants were 150 female undergraduate students who responded to a survey conducted from March to July of 2017. Data collected were analyzed by stepwise multiple regression analysis using an IBM SPSS 23.0. The influencing factors of self-esteem were satisfaction with college life and appearance stress, and the power of the variables was 11%. The results verified that college life and appearance stress were important factors influencing self-esteem, a critical element in the personality dimension that assesses self-affirmation. Therefore, self-esteem should be improved by providing a buffer to revitalize character resources for positive self-internalization, the formation of a healthy self-image and affect regulation which can enable one to flexibly cope with situations of appearance stress. Also, external resources should be provided inside and outside of school to help university students become cognizant of an objective perspective of the various environments of college life they face, as well as to have a positive view of themselves in college life by regulating the differences between the environments they face and their individual circumstances.

The relationship among SNS addiction, Depression and Communication skill of nursing students (간호대학생의 SNS 중독경향성, 우울과 의사소통능력간의 관계)

  • Kwon, Myoungjin;Kim, Jihyun;Jung, Sunkyung
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.19 no.6
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    • pp.405-413
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    • 2018
  • The purpose of this study was to investigate the influence of SNS addiction tendency, depression, and communication skill among university students. Subjects were 200 associate nursing students in Korea. The data were collected using a self-reporting questionnaire from October 11 to November 24, 2016. Data were analyzed by descriptive statistics, t-test, ANOVA, LSD test, Pearson's correlation coefficients, and multiple regression analysis using the SPSS/WIN 23.0 program. The levels of SNS addiction tendency were dependent on age (t=2.47, p=.044), connection SNS time (F=10.20, p<.001), and place of SNS use (t=2.54, p=.012). SNS addiction tendency was significantly correlated with depression. Higher SNS addiction was associated with higher rates of depression. SNS addiction tendency was not significantly correlated with communication skill in nursing students. Influential factors that affect SNS addiction tendency were depression (${\beta}=.265$, p<.001) and SNS usage time (${\beta}=.265$, p<.001), which explains about 15.5% of the variance. The results of this study indicate that nursing interventions are necessary to improve SNS addiction tendency, and early screening of nursing students is needed to develop health promotion programs for the vulnerable.

Factors Influencing on Safety knowledge of Scuba divers (스쿠버다이버의 안전지식에 미치는 영향요인)

  • Kang, Kyung-Soon;Uhm, Dong-Choon;Baek, Hong-Suck
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.10
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    • pp.4403-4410
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    • 2011
  • The purpose of this study was to investigate on the safety knowledge level, and to identify the factors that affect the safety knowledge according to general characteristics of scuba divers. This research design was a descriptive study. Data of 179 scuba divers were collected from October 17, 2010 to June 17, 2011. Data were analyzed by SPSS PASW statistics 18.0 program. The mean score of safety knowledge related to diving was 2.07(${\pm}0.54$)(score range was 1~4). The highest score was safety knowledge to cope with the cold($2.42{\pm}0.64$점). The lowest score was safety knowledge for hyperexpansion of lungs. In the results of multivariate regression analysis after variable selection, Adjusted $R^2$ value was 0.567. The model fit was 56.7%. The factors that affect the safety knowledge were age(${\leqq}29$ years), equipment(all purchase, some lease), motivation(job), participation period(${\leqq}11$ months) and frequency(once a month)(p<.05, p<.001). It is necessary to develop and conduct the educational program for scuba divers safety at country level.

Factors Influencing on the Subjective Happiness of Senior Nursing Students (고학년 간호대학생의 주관적 행복감에 영향을 미치는 요인)

  • Cho, In Young
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.3
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    • pp.118-128
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    • 2020
  • This descriptive study investigated the factors influencing on subjective happiness of senior nursing students. The participants were 235 nursing students in grades 3 and 4 in K city from May 1, 2019 to May 28, 2019. The data was collected using self-report questionnaires that contained items on subjective happiness, professional intuition, human relationship, major satisfaction, family health, and social support scale. The data was analyzed using descriptive statistics, Pearson's correlation coefficients, and stepwise multiple regression analysis with the SPSS 22.0 program. The subjective happiness of the subjects averaged 4.75±1.16 on the 7-point scale, and the subjective happiness according to the general characteristics of the subjects showed a significant difference in health status (F=6.826, p<.001). The most influential factors on the subjects' subjective happiness were health status (β=.177 p=.005), academic satisfaction (β=.138, p=.027), and family health (β=.268, p<.001), and the explanatory power of the model was 16.7% (F=15.160, p<.001). The results of this study may provide a foundation to develop an efficient intervention program to improve the happiness of senior nursing students.

Influence of Self-esteem and Consumer Socialization Agents on Rational Consumption Behavior of Middle School Students (중학생의 자아존중감과 소비자사회화 영향요인이 합리적 소비행동에 미치는 영향)

  • Lee, Seung Jin;Yu, Nan Sook
    • Journal of Korean Home Economics Education Association
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    • v.31 no.4
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    • pp.115-128
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    • 2019
  • The purpose of this study was to examine the influence of self-esteem and consumer socialization agents on rational consumption patterns of middle school students. Using a convenient sampling method, the data were collected from middle schools in Seoul, Gyeonggi, Chungcheong, Jeonnam, and Gwangju and a total of 412 copies were analyzed. The descriptive statistics, Chronbach's α, t-test, and stepwise regression analysis were performed using the SPSS and the results were as follows. First, rational consumption behavior was 3.18 and self-esteem was 3.54 on a 5-Likert scale. As for consumer socialization agents, parents was the highest at 3.13, followed by school 2.83, mass media 2.78 and peers 2.73. Second, the average comparison of rational consumption behavior and consumer socialization agents by gender showed that there was no gender difference in rational consumption behavior, but in the case of consumer socialization, girls were higher than boys. Third, examining the influence of self-esteem and consumer socialization agents on rational consumption behavior, it was found that the amount of money, mass media, and peers showed an negative effects on rational consumption behavior, while self-esteem and parents showed positive effects on rational consumption behavior. In this regard, middle school students need to have more self-esteem and guide their peers so that their influence can be positive in the home economics class in order to become consumers with rational consumption behavior.

Status and Influencing factors of health behavior in pregnant women in Yanbian area (연변지역 임부의 건강행위 이행실태 및 영향요인)

  • Zhang, Hai-Lian;Li, Chun-Yu;Kim, Hyun-Li
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.16 no.11
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    • pp.7863-7869
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    • 2015
  • Purpose: To Examine the status of health behavior and identify the influencing factors of health behavior among pregnant women. Method: The participants were 1011 pregnant women who visited outpatient hospital of in Yanbian, China. Participants were interviewed using Chinese version of Edinburgh Postnatal Depression Scale(EPDS), Perceived Social Supports(PSSS), general self-efficacy, and characteristics. Descriptive statistics, t-test, ANOVA, pearson correlation coefficient, binary logistic regression were used for data analysis with SPSS 19.0. Results: The mean score of health behavior was $28.93{\pm}6.59$ scores(0~45 scores). Antepartum depression(OR=0.94[0.90-0.98]), perceived social supports(OR=1.07[1.05-1.09]), self-efficacy(OR=1.36[1.04-1.79]) were predictor of health behavior among pregnant women, on the contrary to this the characteristics of pregnant women were not statistically significant. Conclusion: The implement of the health behavior among pregnant women was not ideal. It's necessary to develop a health behavior intervention focus on antepartum depression, social support, and self-efficacy for pregnant women.

Relationship between Academic Stress, University Life Adaptation and Health Promotion Behaviors in Health College Students (보건계열 대학생의 학업스트레스와 대학생활적응이 건강증진행위에 미치는 영향)

  • Lim, Jae-Ran;Han, Yang-Keum;Kim, Han-Hong
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.21 no.1
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    • pp.308-316
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    • 2020
  • This paper describes the relationship and influencing factors among academic stress, university life adaptation, and health promotion behaviors of health college students. Data were collected from October 2017 to May 2018 using a structural questionnaire, which was completed by 223 health college students in D metropolitan city. The collected data were analyzed by descriptive statistics, T-test, ANOVA, correlation, and multiple regression using an IBM SPSS 20.0. As a result, the mean scores were as follows: academic stress, 3.02±0.89; university life adaptation, 3.16±0.48; health promotion behavior, 2.14±0.45. Correlation analysis of the variables revealed a negative relationship between academic stress and health promotion behavior and a positive relationship between university life adaptation and health promotion behavior. The factors affecting the health promotion behavior were the economic level, satisfaction with major, academic stress, and university life adaptation, which explained approximately 37.5% of the total. In conclusion, to increase the health promotion behavior of health-related college students, it is necessary to develop programs that reduce academic stress and improve university life adaptation. In addition, systematic efforts to identify the general characteristics of the subjects are needed.

Impact on Job Satisfaction to Job Stress of Physician Assistant Nurses (Physician Assistant(PA)간호사의 직무스트레스가 직무만족도에 미치는 영향)

  • Yun, Soon-Young;Uhm, Dong-Choon
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.12 no.11
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    • pp.4914-4923
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    • 2011
  • This study aims to investigate the factors influencing job satisfaction to job stress of physician assistant(PA) nurses. This research design was a descriptive study. The subjects in this study were 104 PA nurses. Data were collected from September 1, 2010 to January 10, 2011, and analyzed by SPSS PASW statistics 18.0 program. The mean score of men on the job stress was 43.47(${\pm}13.77$), The mean score of women was 45.07(${\pm}9.78$). The mean score of job satisfaction was 2.72(${\pm}0.30$). There was no statistical difference between general characteristics and job satisfaction. There were statistical difference between unmarried subjects and organizing system(p<.05), inadequate compensation(p<.01). In the results of multivariate regression analysis, adjusted $R^2$ value was 0.567. The model fit was 56.7%. Job satisfaction was low in the insufficient job control and inadequate organizing system. It is hospital policies for the reduction of job stress(particularly, insufficient job control, and organizing system stress).

Obesity as associated factors for Insulin, Fasting blood sugar, and Hemoglobin A1c in Korean adults (한국 성인의 비만이 인슐린, 공복혈당 및 당화혈색소에 미치는 영향)

  • Park, Jaewon;Lee, Heashoon
    • Journal of Digital Convergence
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    • v.17 no.10
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    • pp.349-357
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    • 2019
  • The purpose of this study was to investigate the effects of body mass index(BMI) on insulin. fasting blood sugar(FBS), and hemoglobin A1c(HbA1c). This study analyzed the data of 2015, The Sixth KNHANES, and it was included to 4554 subject over 20 years old. Data were analyzed using descriptive statistics, t-test, ANOVA, Pearson correlation coefficient and stepwise multiple regression analysis(SPSS 25.0). The major findings, BMI was positively correlated with insulin(r=0.397, p<0.001), FBS(r=0.241, p<0.001), and HbA1c(r=0.237, p<0.001). Factors affecting insulin are overweight(${\beta}=.130$, t=8.193, p<0.001), obesity(${\beta}=.390$, t=24.390, p<0.001) and age. the explanatory power is 13.1% (F=53.584, p<0.001). Factors affecting FBS were overweight(${\beta}=.072$, t=4.478, p<0.001), obesity(${\beta}=.186$, t= 11.485, p<0.001), age, the explanatory power was 10.6% (F=42.351, p<0.001). Factors affecting HbA1c were overweight(${\beta}=.059$, t=3.712, p<0.001), obesity(${\beta}=.190$, t=11.895, p<0.001) age and sex, the explanatory power is 14.1% (F=58.134, p<0.001). Based on this study result, diabetes mellitus prevention and management programs should include interventions related to obesity.