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

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The Effects of Organizational Commitment and Perceived Patient Safety Culture on Patient Safety Nursing Activities among Nurses in Comprehensive Nursing Care Units (간호·간병통합서비스 병동 간호사의 조직몰입과 환자안전문화인식이 환자안전간호활동에 미치는 영향)

  • Noh, Sook;Kim, Tae Im
    • Journal of Korean Clinical Nursing Research
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    • v.27 no.1
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    • pp.12-22
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    • 2021
  • Purpose: The purpose of this study is to identify the effects of organizational commitment (OC) and perceived patient safety culture (PPSC) on patient safety nursing activities (PSNA) among nurses in comprehensive nursing care units. Methods: Participants were 173 nurses working at five general hospitals in Chungcheong area. Data were analyzed using descriptive statistics, 𝑥2 test, t-test, ANOVA, Pearson's correlation coefficient, and multiple regression analysis with SPSS/WIN 23.0 programs. Results: The mean scores of the OC and PPSC were 3.28±0.50 and 3.85±0.35, respectively. The mean score of PSNA was 4.55±0.41, and PSNA was significantly different by the experience of participating in hospital's safety culture campaigns (t=2.70, p=.008). The results of the multiple regression analysis showed that 'patient safety knowledge and attitudes' (β=.27, p=.006) and 'unpunished environment to error' (β=.22, p=.004) as the sub-categories of PPSC were affecting factors on PSNA with an explanatory power of 26.0% (F=6.40, p<.001). Conclusion: The results of this study suggest that in order to promote PSNA among nurses in comprehensive nursing care units, it is necessary to develop a program to enhance patient safety-related knowledge and attitudes. In addition, the hospital's organizational efforts such as operating safety campaigns and creating an unpunished environment to error should be needed.

Effect of Occupational Safety and Health-related Communication in Manufacturing Industry on Safety and Health Management Level - The Number of Supervisors as Mediating Factor - (제조업의 산업안전보건 관련 의사소통이 안전보건경영 수준에 미치는 영향 - 관리감독자 인원의 매개효과를 중심으로 -)

  • Kim, You-ri;Lee, Si-young;Chen, Mee-hye;Park, Ji-young;Lim, Mi sun;Lee, Jin-a;Jung, Hye-sun
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.31 no.4
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    • pp.494-502
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    • 2021
  • Objectives: The purpose of this study is to identify the general characteristics of manufacturing workplaces and the characteristics of safety and health organizations, and to determine the impact of safety and health-related communication within these organizations mediated by supervisory safety and health management personnel. Methods: This study is based on the Korea Occupational Safety and Health Agency's 2018 Occupational Safety and Health data targeting 1,486 manufacturing sites. Data were analyzed using descriptive statistics, t-test and ANOVA, and mediator variable regression analysis using SPSS 25.0. Results: The average score on communication levels related to safety and health was 11.20 out of 15. The average score of the safety and health management level was 31.04 out of 40. As a result of mediation regression analysis, it was found that safety and health-related communication had an effect on the safety and health management level (𝛽=0.434), and the number of safety and health supervisors was found to mediate the effect of this variable (𝛽=0.069). Conclusions: The level of safety and health-related communication affects the level of health and safety management, and the number of supervisors mediates this influence. Therefore, the role of the supervisor is important in safety and health communication. It is expected that the level of safety and health management can be improved through management and supervisors.

Associations between job stress, social support, and nursing professionalism among nurses in postgraduate courses (학업병행 간호사의 직무스트레스, 사회적 지지와 간호전문직관의 관계)

  • Kim, Tae-eun;Ahn, Jeong-Ah
    • The Journal of Korean Academic Society of Nursing Education
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    • v.28 no.2
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    • pp.137-146
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    • 2022
  • Purpose: This study aimed to identify the associations between job stress, social support, and nursing professionalism among nurses taking postgraduate courses, and to explore the factors influencing their nursing professionalism. Methods: The participants were 121 nurses who were enrolled in graduate school master's or doctoral programs in Korea. Data were collected from June 30 to August 31, 2021, using an internet-based self-report questionnaire. The data were analyzed by descriptive statistics, independent t-test, one-way ANOVA, Pearson's correlation coefficient, and multiple regression analysis using the IBM SPSS 23.0 program. Results: The mean scores of job stress, social support, and nursing professionalism among the participants were 2.47 out of 4, 4.06 out of 5, and 3.47 out of 5, respectively. There were statistically significant differences in nursing professionalism among the participants according to the degree program (F=-2.76, p=.007) and the length of nursing career (F=4.35, p=.015). Their nursing professionalism showed a positive correlation with social support (r=.45, p<.001) and a negative correlation with job stress (r=-.43, p<.001). As a result of the multiple regression analysis, factors influencing nursing professionalism of the participants were found to be job stress (β=-.28, p=.003), social support (β=.23, p=.015), and the length of nursing career (β=.19, p=.018). The explanatory power of the model was 28.0% (F=12.62, p<.001). Conclusion: The present study suggests that organized efforts are needed to alleviate job stress and to increase social support for nurses in postgraduate courses in order to ultimately improve their nursing professionalism.

The Effect of Risk Assessment on Employee Safety Behavior in Manufacturing Workplaces (제조업 사업장에서 위험성평가가 근로자 안전행동 수준에 미치는 영향)

  • Hyunseung Roh
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.33 no.1
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    • pp.50-59
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    • 2023
  • Objectives: This study was designed to examine the effect of risk assessment on employee safety behavior in manufacturing workplaces. In addition, this study attempted to explore factors related to the occupational safety and health system in the workplace affect the risk assessment of manufacturing sites. Methods: This research is a cross-sectional study using the Korea Occupational Safety and Health Agency's 2018 Occupational Safety and Health data. The sample for study is 1,967 manufacturing workplaces. Data were analyzed using descriptive statistics, t-test, ANOVA, chi-square test, and hierarchical multiple regression analysis using SPSS (ver.25.0). Results: As a result of the multiple hierarchical regression analysis, it was found that risk assessment had an effect on employee safety behavior (t=4.435, p=<.001). Furthermore, the size of the workplace affected employee safety behavior (t=2.494, p=<.001). In addition, the presence of safety and health management organizations affected employee safety behavior (t=4.301, p=<.001). The factors of the safety and health organization (𝑥2=35.245, p=<.001), the occupational safety and health committee (𝑥2=149.440, p=<.001), and the supervisor (𝑥2=16.472, p=<.001) were identified as factors that increased the possibility of risk assessment in the manufacturing workplaces. Conclusions: In this study, it was found that risk assessment is a factor that increases the level of workers' safety behavior in manufacturing workplaces. Therefore, it is necessary to provide institutional support for activating risk assessment at manufacturing workplaces.

Factors Influencing the Intention for Continual Fertility Treatments by the Women Undergoing Assisted Reproductive Technology Procedures: A Cross-Sectional Study (보조생식술 시술 여성의 난임치료 지속 의도 관련 요인: 횡단적 연구)

  • Kim, Miok;Kim, Minkyung;Ban, Minkyung
    • Journal of Korean Academy of Nursing
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    • v.54 no.1
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    • pp.59-72
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    • 2024
  • Purpose: This cross-sectional study aimed to identify factors influencing the intention for continual fertility treatments among women undergoing assisted reproductive technology (ART). Methods: A total of 197 women were recruited through convenience sample from fertility hospitals in Gyeonggi-do and Busan, South Korea. Data were collected using a self-report questionnaire incorporating measures of uncertainty; Depression Anxiety Stress Scales; Fatigue Severity Scale; Coping Scale for Infertility-Women; spousal support; treatment environment; and intention for continual fertility treatment. Descriptive statistics, chi-square tests, t-tests, and logistic regression analysis were conducted using IBM SPSS 26.0. Results: As many as 70.6% of the participants expressed an intention for continual fertility treatments. Logistic regression analysis revealed that factors such as uncertainty (odds ratio [OR] = 0.44, 95% confidence interval [CI] 0.20~0.95), active coping (OR = 4.04, 95% CI 1.11~14.71), treatment environment (OR = 2.77, 95% CI 1.26~6.07), and the duration of marriage (OR = 2.61, 95% CI 1.24~5.49) were significantly related with this intention. Conclusion: These findings underscore the significance of uncertainty management, having proactive coping strategies, having supportive treatment environments, and considering the duration of marriage concerning women's intention for continual fertility treatment in the context of ART. The implications of these results extend to the development of nursing intervention programs aimed at providing crucial support for women undergoing ART and seeking to continue their infertility treatment.

The Effects of Stress Management and Family Cohesion on Middle-aged Women's Happiness Utilizing the SPSS Program - Focusing on middle-aged women living in Cities K and Y - (SPSS 프로그램을 이용한 중년여성의 스트레스 대처, 가족응집력이 행복감에 미치는 영향 - K시와 Y시에 거주하는 중년여성을 중심으로 -)

  • Shin, So-Jeong;Ko, Jae-Ug
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.11 no.2
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    • pp.137-143
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    • 2018
  • This research aims to analyze the effects of stress management and family cohesion on middle-aged women. Research subjects were 322 middle-aged women living in cities K and Y ranging between 40-60 years of age. A frequency analysis, reliability analysis, and hierarchical regression analysis were carried out utilizing the SPSS 18.0 statistics program. Firstly, results showed that the most frequently shown subjects were between 40-49 years old (59.3%), married (82.7%, 267), high school graduates or less (63.2%, 204), and practiced religion (77.6%, 250). Secondly, stress management, family cohesion, and happiness were the most frequent answers in this order. Thirdly, stress management, family cohesion, and happiness all showed to have a positive correlation. Fourthly, family cohesion had no effect on happiness. Meanwhile, stress management had the biggest effect on happiness with an explanation rate of 28.2%. The implications of this research are expected to be used as base line data for future social welfare programs for the improvement of middle-aged women's happiness.

Analysis of Speeding Characteristics Using Data from Red Light and Speed Enforcement Cameras (다기능단속카메라 수집 자료를 활용한 과속운전 특성 분석)

  • PARK, Jeong Soon;KIM, Joong Hyo;HYUN, Chul Seng;JOO, Doo Hwan
    • Journal of Korean Society of Transportation
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    • v.34 no.1
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    • pp.29-42
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    • 2016
  • Speeding is an important factor in traffic safety. Speed not only affects crash severity, but is also related to the possibility of crash occurrence. This study presents results from an analysis of 27,968 speed violation cases collected from 36 red light and speed enforcement cameras at signalized intersections in the city of Cheongju. Data included details of their violation history such as speeding tickets within a recent 3-year span and their demographic characteristics. The goal of this analysis is to understand the correlation between speed violations and various factors in terms of humans, vehicles and road environments. This study used descriptive statistics and Binary Logistics Regression(BLR) analysis with SPSS 20.0 software. The major results of this study are as follows. First, speed violations occurred at rural and suburban area. Second, about 25.6% of the violators committed to more than 20km/h over a speed limit. Third, the difference between speed violators and normal drivers clearly appeared in location of intersection(urban/rural/suburban area), gender and age. Finally, a statistically significant model(Hosmer and Lemeshow test: 11.586, p-value: 0.171) was developed through the BLR.

The Study about the Effect on Self-effectiveness of a Course Decision of Duty Stress in the College Students Related to Guard Major Study - Centering Around Gwang-ju and Jeonnam Region - (경호관련 전공 대학생들의 취업스트레스와 진로결정 자기 효능감에 관한 연구)

  • Kim, Pyong-Soo;Kim, Kong;Seo, Seok-Yun;Kim, Yeong-Nam
    • Korean Security Journal
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    • no.31
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    • pp.47-71
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    • 2012
  • This study is to analyse the effect on self-effectiveness of a course decision of duty stress in the college students related to guard major study. For this, the college students related to guard major study in Gwang-ju and Jeonnam region were selected as a universe at April 2011. And a sampling was practiced as a random sample. A question investigation was used in a entry method of self-estimation. Furthermore a total of 171 person(85.5%) was used as final analysis data. The collected data were employed in a statistics program of SPSS for win version 17.0. And used in a way of Pearson's interrelation analysis and Multiple Regression Analysis. The conclusion was as follows. Firstly, family surroundings stress and studies stress of duty stress affected beneficially statistically a goal selection of self-effectiveness of course decision. Family surroundings influenced upon it positively. And studies effected on it negatively. Secondly, all factors of duty stress didn't affect beneficially statistically the work information of self-effectiveness of course decision. Thirdly, school surroundings stress of duty stress influenced upon positively statistically the problem solution of self-effectiveness of course decision. Fourthly, personality stress and duty anxiety stress affected beneficially statistically the future plan of self-effectiveness of course decision. Personality influenced upon it negatively and duty anxiety affected it positively.

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A Study on the Factors Affecting Suicidal Ideation in People with Mental Disabilities (정신장애인 자살생각에 영향을 미치는 요인에 관한 연구)

  • Song, Seung-Yeon;Lee, Yong-Pyo
    • The Journal of the Korea Contents Association
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    • v.21 no.5
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    • pp.765-775
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    • 2021
  • The purpose of this study is to investigate factors that affect the suicidal ideation of the people with mental disabilities. To this end, the independent variables were analyzed by categorizing them into individual psychological factors, social factors, and demographic characteristics. The analysis data include 969 people with mental disabilities who participated in the 2017 Ministry of Health and Welfare's Research, 'Survey on the Current Status of Mental Disabilities in Community'. The analysis method was frequency analysis, descriptive statistics, and hierarchical multiple regression analysis with SPSS 23.0. As a result of the study, in terms of individual psychological factors, the higher the depression and the lower the mental health confidence, the more suicidal ideation increase. In terms of social factors, the more unregistered disabled groups, the more exposure to violence and discrimination, and the more they live in large cities, the higher their ideation of suicidal. The regression model explained 26.9% of suicidal ideation. The practical and policy implications for the prevention of suicide of the people with mental disabilities based on these results are as follows: First, social factors should be evaluated and considered together, rather than focusing only on individual psychological factors, in seeking policies and intervention programs that reduce suicidal ideation in the people with mental disabilities. Second, in seeking suicide prevention policies for the people with mental disabilities, Protection & Advocacy services should be provided to reduce violence and discrimination experiences. Third, in order to reduce the suicidal ideation of the people with mental disabilities, the mental disability registration system should be reorganized, and policy alternatives should be devised so that those experiencing mental distress can be included into the system.

Factors Influencing on Self Rated Health of Young and Elderly Community E-cigarette Smokers: The Community Health Survey 2019 (청·장년층 전자담배흡연자의 주관적 건강상태에 영향을 미치는 요인: 2019년 지역사회건강조사 자료 활용)

  • Son, Gee-Yeon;Park, Ju Ah;Nam, Mi-Ra
    • Journal of the Korea Convergence Society
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    • v.12 no.9
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    • pp.331-341
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    • 2021
  • This descriptive study was conducted to examine self rated health and factors influencing self rated health among e-cigarette smoking young and elderly community residents. The data were from the community health survey 2019 and the subjectis were 2,607 participants aged 19-50 years. Data analysis was conducted by descriptive statistics, χ2 test, univariate multinominal logistic regression using SPSS 26.0 program and SPSS complex samples statistics. As a result of the study, 90.2% of the young and old e-cigarette smokers had a good subjective health condition and 9.8% had a poor subjective health condition. The factors affecting the subjective health status of e-cigarette smokers are gender(p=.006), age(p=.036), income level(p=.044) in Model I, and physical activity (p=.033) and stress (p<.001) in Model II. As a strategy to improve the subjective health status and quit smoking of e-cigarette smokers in the young and old, nursing intervention strategies are needed to increase physical activity and reduce stress.