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

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The Effect of Good Death Awareness and Attitude Toward Care Of Dying on Empathy Capacity among Nursing Students (간호대학생의 좋은 죽음 인식과 임종간호태도가 공감역량에 미치는 영향)

  • Seo-U Mo;Ga-Young Bang;Il-hun Yoon;Weon-Hee Moon
    • Journal of Advanced Technology Convergence
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    • v.3 no.1
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    • pp.1-11
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    • 2024
  • This study was a descriptive research study conducted to determine how nursing students' good death awareness and nursing attitudes toward dying patients affect their empathy. The subjects of the study were 155 nursing students, and data were collected using an online survey method. Data analysis was performed using descriptive statistics, independent t-test, one-way ANOVA, and multiple regression using the IBM SPSS Statistics 26. Higher attitude toward care of dying (B=.312) had a statistically significant positive effect on empathy capacity (p<.010). The variables that affected nursing students' empathy capacity were end-of-life experiences of relatives (𝛽=.226) and attitude toward care of dying (𝛽=.220). The regression model was statistically significant (F=6.968, p<.001), explained 10.4% of empathy. This study is expected to be used as basic data for the development of programs to strengthen the empathy capacity of nursing students in the future.

Analysis on the Impacts of Characteristics of role and Social Support of Dental Hygienist on Emotional Labor (치과위생사의 직무역할 특성과 사회적 지원이 감정노동에 미치는 영향 분석)

  • Lee, Ga-Ryoung
    • Journal of Digital Contents Society
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    • v.19 no.9
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    • pp.1707-1715
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    • 2018
  • This study was conducted using structured questionnaire to 103 dental hygienists who agreed to research among dental hygienists working at Ulsan-based dental clinics in an attempt to analyze the impact of dental roles and social support on emotional labor. Statements of collected data were performed on t-test and ons-way ANOVA, correlation and multiple regression using the SPSS Statistics ver 18.0 for windows program. The study found that the higher role conflicts and greater role ambiguity in relation to direct trade and emotional labor, the higher the intensity of emotional labor, and the more social support, the lower the intensity of emotional labor. The emotional labor of dental hygienists can be solved at a personal level by trying to improve their relationship with members at a dentist's office and by making clear and more professional work segmentation according to their working characteristics. This will help develop a plan to manage the emotional labor of dental hygienists.

FUZZY matching using propensity score: IBM SPSS 22 Ver. (성향 점수를 이용한 퍼지 매칭 방법: IBM SPSS 22 Ver.)

  • Kim, So Youn;Baek, Jong Il
    • Journal of the Korean Data and Information Science Society
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    • v.27 no.1
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    • pp.91-100
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    • 2016
  • Fuzzy matching is proposed to make propensities of two groups similar with their propensity scores and a way to select control variable to make propensity scores with a process that shows how to acquire propensity scores using logic regression analysis, is presented. With such scores, it was a method to obtain an experiment group and a control group that had similar propensity employing the Fuzzy Matching. In the study, it was proven that the two groups were the same but with a different distribution chart and standardization which made edge tolerance different and we realized that the number of chosen cases decreased when the edge tolerance score became smaller. So with the idea, we were able to determine that it is possible to merge groups using fuzzy matching without a precontrol and use them when data (big data) are used while to check the pros and cons of Fuzzy Matching were made possible.

Exhaustion of Social Workers for Organizational Effectiveness for the Fusion Age: Mediation Effectiveness of Empowerment (융합시대를 위한 사회복지사의 소진이 조직효과성에 미치는 융합연구 : 임파워먼트의 매개효과)

  • Kim, San Yong
    • Journal of Convergence for Information Technology
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    • v.8 no.6
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    • pp.361-366
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    • 2018
  • In this study, 200 social workers in Seoul and Gyeonggi area were surveyed using convenience extraction method. Data were analyzed by frequency, reliability, correlation, and regression analysis using IBM SPSS Statistics 20, and Sobel test was performed. The purpose of this study was to investigate the effects of empowerment on the relationship between exhaustion and organizational effectiveness of social workers and to provide basic data for improving organizational effectiveness. The results of the study are as follows. Empowerment was found to be mediated in the relationship between exhaustion and job satisfaction, which is a sub - area of organizational effectiveness. Empowerment was found to be mediated in the relationship between exhaustion and turnover intention, which is a sub - domain of organizational effectiveness. Therefore, it is necessary to have a resting place that gives a sense of security to the exhausted social worker rather than granting authority for the social welfare organization.

The Effect of Human Papillomavirus(HPV) Related Health Belief and Self-Efficacy on the Infection Preventive Behavioral Intention among Female College Students (여대생의 인유두종바이러스 예방접종 관련 건강신념과 자기효능감이 감염예방행위의도에 미치는 영향)

  • Kim, Yunyoung;Kim, Ju Yeon;An, Min Jin
    • The Journal of the Korea Contents Association
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    • v.21 no.1
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    • pp.674-683
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    • 2021
  • In this study, we investigated the effect of HPV related Health Belief and Self-Efficacy on HPV Infection Preventive Behavioral Intention considered to be the main impact in determining disease prevention behavior. Subjects of this study were female college students attending a four-year college. It was collected 405 data analyzed with SPSS 25.0 Statistics Program. In order to understand the effect of the subject's HPV related Health Belief and Self-Efficacy on HPV Infection Preventive Behavioral Intention, the general characteristics influenced HPV Infection Preventive Behavioral Intention were introduced as a control variable, and analyzed with Hierarchical Multiple Regression Analysis. Personal health belief and self-efficacy need to be improved to develop interventions that can increase HPV Infection Preventive Behavioral Intention in female college students. Based on the research results, it is necessary to develop and operate various programs to improve HPV prevention behavior.

The Influence of Fire officials's Job stress on Wellness : A Mediating Effect of Positive Psychological Capital (소방공무원의 직무스트레스가 웰니스에 미치는 영향 : 긍정심리자본의 매개효과)

  • Kang, Min-Ah;Ha, Yeong Mi;Chae, Yeo-Joo
    • Journal of Digital Convergence
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    • v.19 no.5
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    • pp.333-342
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    • 2021
  • The purpose of this study was to examine to identify factors affecting wellness of fire officials. This study collected questionnaire data from 219 fire officials working in Gyeongsangnam-do. Data were analyzed using descriptive statistics, Pearson's correlation, Sobel test and multiple regression analysis with IBM SPSS statistics 24.0 program. Wellness of fire officials was correlated with job stress(r=.-49, p<.001) and positive psychological capital(r=.70, p<.001). In addition, job stress showed a significant negative correlation with positive psychological capital (r=-.56, p<.001). As a result of analyzing the mediating effect of positive psychological capital on the relationship between job stress and wellness of fire officials, positive psychological capital showed a significant mediating effect. Based on the finding, it is necessary to develop an intervention program that strengthens positive psychological capital in order to improve the wellness of fire officials and reduce job stress.

The Mediating Effect of Family Function on the Relationship between Depression and Life Satisfaction of Bereaved Older Women (배우자 사별을 경험한 여성 노인의 우울이 삶의 만족도에 미치는 영향 : 가족기능의 매개효과 중심으로)

  • Kim, Yunyoung
    • Journal of Convergence for Information Technology
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    • v.12 no.3
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    • pp.259-269
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    • 2022
  • This study is a descriptive research study to investigate The mediating effect of family Function on the relationship between depression and life satisfaction of bereaved older women. From March to April 2021, data were collected from older women over the age of 60 who lived in A city and experienced bereavement. Data analysis was performed using SPSS 27.0 Statistics Program. It was confirmed that family Function had a full mediation effect on the relationship between depression and life satisfaction of bereaved older women. Based on the results of this study, it is necessary to develop various programs that can improve family Function to help the older women who have experienced the bereavement of their spouses adjust smoothly.

Effect of Self-determination Motivation on Job Engagement and the Moderating Effect of Compensation Satisfaction in Dental Hygienists (치과위생사의 자기결정성동기가 직무열의에 미치는 영향 및 보상 만족도의 조절효과)

  • Kim, Min-Jeong;Kim, Ji-Young;Ryu, See-Won
    • Journal of The Korean Society of Integrative Medicine
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    • v.10 no.3
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    • pp.173-184
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    • 2022
  • Purpose : The purpose of this study was two-fold: to identify the effect of dental hygienist's self-determination motivation on their job engagement and to analyze the moderating effect of compensation satisfaction that affect the relevance. Methods : Data were collected using a structured self-report questionnaire administered to 260 dental hygienists working in dental hospitals and clinics in Busan, South Korea. These were analyzed using IBM SPSS Statistics version 26.0 and SPSS Process Macro 3.5. A frequency analysis, including the respondents' general characteristics, frequency, percentages, and standard deviations, was performed. A regression analysis was also performed using SPSS Process Macro to verify the moderating effect of compensation satisfaction in the effect of self-determination motivation on job engagement. Results : The self-determination motivation of the dental hygienists had a statistically significant positive effect on their job engagement, which was the dependent variable. Higher intangible compensation satisfaction levels led to a stronger effect of intrinsic motivation but a weaker effect of extrinsic motivation on job engagement. Moreover, higher tangible compensation satisfaction levels strengthened the effect of intrinsic motivation on job engagement. Conclusion : Recently, the demand for oral health care has been increasing, Competition in the dental medical service market warrants, high-quality dental services based on accurate diagnosis and treatment. In this context, dental hygienists' job engagement must be improved. For this purpose, increasing the satisfaction of dental hygienists with self-determination motivation and appropriate compensation is effective. In addition, attention must be paid to the moderating effect of compensation satisfaction on the relationship between intrinsic motivation and job engagement. On the basis of the implications of this study, the results can be used as basic data for improving dental hygienists' welfare system and manpower management.

Relationship between Fashion Product Attributes, Product Satisfaction and Repurchase Intention for Schoolbags - Focusing on middle and high school students in Daegu and GyeongJu - (통학가방구매 시 패션제품속성요인과 만족도 및 재구매의도와의 관계 - 대구, 경주 지역의 중고생올 중심으로 -)

  • Park, Goo-Ja;Yoo, Tai-Soon
    • Journal of the Korean Society of Costume
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    • v.59 no.6
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    • pp.16-28
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    • 2009
  • This study examined relationship among fashion product attributes of schoolbag, product satisfaction and repurchase intention. Total 315 questionnaires were distributed to the female/male students in Daegu and GyeongJu. Frequency analysis, factor analysis, reliability analysis, multiple regression were conducted using SPSS 13.0K statistics program as data analysis. The independent sample t-test was also conductd to examine the differences among sex, domicile, middle and highschool students. The findings hum the analysis are described in the following: First, female students is higher subjective fashion product attributes(fashion, individuality, refined) and objective fashion product attributes(design, color) importance than male students in purchasing schoolbag. High school students is higher subjective fashion product attributes(fashion, individuality) and objective fashion product attributes(brand, color) importance than middle school students in purchasing schoolbag. Second, product satisfaction are positive influenced by practicality and individuality of subjective fashion product attributes. Product satisfaction are not influenced by fashion and refined of subjective fashion product attributes. Third, product satisfaction are positive influenced by brand and design of objective fashion product attributes. Product satisfaction are not influenced by price and color of objective fashion product attributes. Forth, repurchase intention in schoolbag are strong positive influenced by product satisfaction.

Sociocultural Influences of Appearance and Body Image on Appearance Enhancement Behavior (외모에 대한 사회문화적 영향과 신체이미지가 외모향상추구행동에 미치는 영향)

  • Park, Eun-Jeong;Chung, Myung-Sun
    • Journal of the Korean Society of Clothing and Textiles
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    • v.36 no.5
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    • pp.549-561
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    • 2012
  • This study investigates the effects of sociocultural influences and body image on appearance enhancement behaviors (facial management, clothing selection, and weight/figure management). For data collection, a questionnaire was administrated to 562 female college students in Gwangju City, Chonnam area and Chonbuk area, Korea, from May 23 to June 10, 2011. To analyze the data, a SPSS 18.0 statistics package was used, and descriptive statistical analysis, frequency analysis, factor analysis, reliability analysis, and regression analysis were conducted. The results were as follows. First, sociocultural influences were divided into three factors: parental influence, media influence, and peer influence. Overall sociocultural influences had positive effects on appearance enhancement behavior. Second, body image was divided into two factors: weight-concern and appearance-concern. Sociocultural influences had significant effects on overall body image. Third, body image appeared to have positive effects on overall appearance enhancement behavior.