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

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Factors Affecting Malnutrition in Hemodialysis Patients (혈액투석 환자의 영양장애 영향요인)

  • Park, Ok Lae;Jang, Young Jun;Jung, Jong Hwan;Kim, Sung Reul
    • Korean Journal of Adult Nursing
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    • v.28 no.2
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    • pp.226-236
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    • 2016
  • Purpose: The aim of this study was to evaluate the nutritional status and to identify factors affecting malnutrition in hemodialysis patients. Methods: Data were collected from a convenience sample of 125 hemodialysis patients who agreed to participate in the study, between August 1 and October 4, 2014. Five structured questionnaires were used: Patient-generated Subjective Global Assessment, Simplified Nutritional Appetite Questionnaire, Self-rating Depression Scale, Fatigue Scale, and Family Support Scale. Data were analyzed by descriptive statistics, t-test, Mann-Whitney U test, ${\chi}^2$-test, and stepwise multiple regression analysis by using SPSS/WIN 22.0 program. Results: Of 125 patients, 30.4% were found to be malnourished. Malnutrition was related to age, family household income, depression, fatigue, social support, appetite, and levels of C-reactive protein and serum albumin. Stepwise multiple regression analysis showed that appetite, C-reactive protein level, fatigue, and albumin level were significant factors affecting malnutrition in hemodialysis patients. Conclusion: Regular and consistent nutritional assessment is essential in hemodialysis patients. Nurses who care for hemodialysis patients need to consider the factors identified from these findings when assessing their patients' nutritional status and needs.

Knowledge, Attitude, and Preventive Health Behavior of Cancer in Middle-aged Men (중년남성의 암에 대한 지식, 태도 및 암 예방 건강행위)

  • Park, Youngrye;Wee, Hwee
    • The Korean Journal of Rehabilitation Nursing
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    • v.17 no.2
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    • pp.97-103
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    • 2014
  • Purpose: This study was conducted to identify the knowledge, attitude, and preventive health behavior of cancer in middle-aged men and to provide data for education program regarding cancer prevention. Methods: This study was a descriptive research using a questionnaire, which included 20 items for knowledge, 10 items for attitude, and 18 items for preventive health behavior of cancer. Data were collected from 140 middle-aged men. Descriptive statistics, t-test, one-way ANOVA and Pearson's correlation coefficients, and stepwise multiple regression analysis were used with SPSS/WIN 18.0 to analyze the data. Results: The mean score for knowledge of cancer was 11.58 (range 0~20), for attitude, 37.52 (range 5~50), and for preventive health behavior of cancer, 58.85 (range 18~90). Preventive health behavior of cancer showed a significantly positive correlation with knowledge (r=.27, p=.001) and attitude (r=.31, p<.001) toward cancer. In stepwise multiple regression analysis, knowledge and attitude toward cancer were significant factors affecting preventive health behavior of cancer. Those variables explained 12.5% of cancer preventive behavior. Conclusion: In order to develop a cancer prevention education program for middle-aged men, accurate knowledge and improving attitude should be considered. Furthermore, it is necessary to do further study with a larger random sample according to lifespan.

Fall Risk in Low-Income Elderly People in One Urban Area (도시 빈곤 노인의 낙상발생 위험요인에 관한 연구)

  • Choi, Kyung-Won;Lee, In-Sook
    • Journal of Korean Academy of Nursing
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    • v.40 no.4
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    • pp.589-598
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    • 2010
  • Purpose: The purpose of this study was to investigate the factors that increase of the risk for falls in low-income elders in urban areas. Methods: The participants were elderly people registered in one of public health centers in one city. Data were collected by interviewing the elders, assessing their environmental risk factors, and surveying relevant secondary data from the public health center records. For data analysis, descriptive statistics and multiple logistic regression were performed using SPSS version 14. Results: Stroke, diabetes, visual deficits, frequency of dizziness, use of assistive devices and moderate depression were statistically significant risk factors. The comorbidity of chronic diseases with other factors including depression, visual deficit, dizziness, and use of assistive devices significantly increased the risk of falls. From multiple logistic regression analysis, statistically significant predictors of falls were found to be stroke, total environmental risk scores, comorbiditiy of diabetes with visual deficits, and with depression. Conclusion: Fall prevention interventions should be multifactorial, especially for the elders with stroke or diabetes, who were identified in this study as the high risk group for falls. A fall risk assessment tool for low-income elders should include both the intrinsic factors like depression, dizziness, and use of assistive devices, and the extrinsic factors.

Factors Affecting the Satisfaction of the Hospital Services among Injured Workers (산재근로자의 의료기관 서비스 만족에 영향을 미치는 요인)

  • Lee, Hyun-Joo
    • Korean Journal of Occupational Health Nursing
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    • v.19 no.1
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    • pp.97-104
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    • 2010
  • Purpose: The purpose of this study was to determine factors that affect satisfaction of the hospital services among injured workers. Methods: The subjects of this study were 532 injured workers. The questionnaires were selected as literature suggested for explaining satisfaction of the hospital services, general characteristics of injured workers, characteristics of the hospital services. The data were analyzed with descriptive statistics, t-test, ANOVA, multiple regression analysis by SPSS 19.0. Results: There were significant differences in satisfaction scores, depending on the types of disease, health status and possibility to return to work among the injured workers. Also, there were significant differences in satisfaction scores, in terms of medical facilities, food service, specialization of doctors and nurses, cleanliness of hospital, convenience of hospital teaching and counselling of doctors and nurses, supporting workers' compensation process, counselling of workers' compensation and unfair treatment. In the results of the standard multiple regression analysis, food service, medical facilities, specialization of doctors and nurses, health status and hospital cleanliness were significant factors for satisfaction scores of the hospital services. Conclusion: It is necessary to promote food service, medical facilities, specialization of doctors and nurses, hospital cleanliness, health status of injured workers for developing hospital services.

Correlates of Physical Activity among Korean Navy Personnel: An Ecological Approach (함정 근무 장병의 신체활동 관련 요인: 생태학적 접근)

  • Roh, Mi-Young;Lee, Hyeonkyeong;Lee, Chung-Yul;Kim, Gwang-Suk
    • Research in Community and Public Health Nursing
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    • v.23 no.3
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    • pp.296-306
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    • 2012
  • Purpose: This study was conducted to measure the relationships between ecological factors and Navy personnel's physical activity (PA) based on McLeroy's Ecological model. Methods: A cross-sectional survey was conducted with a convenience sample of 184 Navy personnel working in 10 Navyships. A self-reporting questionnaire consisted of measures of intrapersonal, interpersonal, organizational and community factors related to Navy personnel` s PA. Data were analyzed by descriptive statistics, $x^2$-test, t-test, analysis of variance, and hierarchical multiple regression using SPSS/WIN 17.0 programs. Results: Their mean PA level was $2,848.1{\pm}3,344.5$ MET-min/week, and mostly moderate level (50.5%). Hierarchical multiple regression analysis showed that religion, working department, working type, perceived health status and community environment were significant PA correlates. Conclusion: Community environmental factors as well as intrapersonal factors were significantly associated with Navy personnel's PA, indicating that community health nurses should expand an approach for individual-level behavioral change to incorporate Navy personnel specific community environmental barriers into PA interventions.

Influence of Partnerships with Nurses and Social Support on Readiness for Discharge among Mothers of Premature Infants (미숙아 어머니의 간호사와의 파트너십, 사회적 지지가 퇴원준비도에 미치는 영향)

  • Yoon, Soyeon;Park, Jeongok;Lee, Hyejung;Min, Ari
    • Child Health Nursing Research
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    • v.25 no.4
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    • pp.417-424
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    • 2019
  • Purpose: The purpose of this study was to investigate partnerships with nurses, social support and readiness for discharge among mothers of premature infants in the neonatal intensive care unit (NICU) and to examine the factors associated with readiness for discharge. Methods: A survey was conducted among 85 mothers of premature infants hospitalized in a NICU in Seoul, Korea. The collected data were analyzed with descriptive statistics, the t-test, one-way analysis of variance, Pearson' correlation coefficients, and multiple linear regression using SPSS version 25.0. Results: The results of the regression analysis showed that partnerships with nurses (${\beta}=.32$, p=.011) and parenting experience (${\beta}=.32$, p=.001) were significantly associated with readiness for discharge. Conclusion: To improve the readiness for discharge among mothers of premature infants, developing strategies to strengthen their partnership with nurses and to provide family-centered care will be needed.

The Effect of Perceived Patient- and Family-Centered Care on Nurses' Caring Behavior in Intensive Care Units (중환자실 간호사의 환자-가족 중심 간호에 대한 인식이 돌봄 행위 수행에 미치는 영향)

  • Kim, Na-Yeon;Choi, Hye-Ran
    • Journal of Korean Biological Nursing Science
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    • v.23 no.3
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    • pp.208-216
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    • 2021
  • Purpose: The purpose of this study was to identify the factors influencing nurses' caring behavior. Methods: The descriptive study included 178 intensive care unit (ICU) nurses who completed a self-report structured questionnaire. The data were analyzed using descriptive statistics, independent t-test, one-way ANOVA, and Pearson's correlation and multiple regression analysis using the IBM SPSS/WIN 23.0 program. Results: Significant correlation existed between perception of Patient- and Family-Centered Care (PFCC) and nurses' caring behaviors (r=.36, p<.001). Multiple regression analysis showed that perception of support (β=.36, p<.001), total career length (β=.33, p<.001), and familiarity with PFCC (β=.15, p=.018) affected the caring behavior of ICU nurses. These variables explained 30.0% of the variance in caring behavior. Conclusion: Effective strategies are needed to improve perceptions of support as well as to promote PFCC for increasig the frequency of caring behavior among ICU nurses.

Factors Affecting HPV(Human Papilloma Virus) Vaccination Intentions of Female Adolescents and their Mothers (여성 청소년과 그 어머니의 사람유두종바이러스 예방접종의도 영향요인)

  • Lee, Miyeon;Kim, Suhee
    • Journal of Korean Public Health Nursing
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    • v.36 no.1
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    • pp.33-46
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    • 2022
  • Purpose: The purpose of this study was to identify factors that affect the intention of HPV vaccination in 12-year-old female adolescents and their mothers. Method: A descriptive study was conducted with 64 HPV-unvaccinated female adolescents and their mothers in W city, Republic of Korea. Data collection was conducted from October to November in 2019. The data were analyzed using SPSS WIN 24.0 Program. Descriptive statistics, paired t-test, independent t-test, χ2-test and logistic regression analysis were conducted. Result: According to the results, 57.8% and 62.5% of female adolescents and mothers had the intentions of HPV vaccination, respectively. In the logistic regression analysis for the factors affecting female adolescents' and mothers' HPV vaccination intentions, there was no significant factor in female adolescents. In the case of mothers, the significant factors were cervical cancer knowledge and perceived disability. Conclusion: In order to increase the HPV vaccination rate, educational programs are needed to provide knowledge of cervical cancer. A variety of intervention strategies should be developed to decrease the perceived disability of HPV vaccination health beliefs.

Relationships of Activities of Daily Living and Body Image with Quality of Life in Stroke Patients: Mediating Effects of Interpersonal Relations (뇌졸중 환자의 일상생활 수행능력, 신체상이 삶의 질에 미치는 영향: 대인관계 매개효과 중심)

  • Kim, Minju;Park, Hyomin
    • Journal of muscle and joint health
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    • v.28 no.2
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    • pp.183-191
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    • 2021
  • Purpose: This study was conducted to identify factors associated with stroke patients' quality of life (QOL) and examine the mediating effects of interpersonal relations in the relationships of activities of daily living (ADL) and body image with QOL. Methods: In this study, 160 stroke patients were recruited from an outpatient clinic of a university hospital and rehabilitation clinic of a long-term care hospital. Participants completed a questionnaire which included sociodemographic characteristics, ADL, body image, interpersonal relation, and QOL. Descriptive statistics, t-tests, ANOVA, Pearson's correlation coefficients, multiple regression analysis, and process macro mediation analysis were conducted using SPSS. Results: The mean scores were 91.01 (range 6~100) for ADL, 61.19 (range 40~79) for body image, 87.53 (range 29~123) for interpersonal relations, and 186.67 (range 71~243) for QOL. Multiple regression analyses showed that ADL, body image, interpersonal relations, and participation in group activities after stroke were significantly associated with QOL among stroke patients (p<.05). There were no mediating effects of interpersonal relations in the relationships of ADL and body image with QOL (p>.05). Conclusion: This study showed that there is a need for physical, psychological, and social recovery to improve the QOL of stroke patients.

Factors Influencing Nurses' Performance of Care in COVID-19 Wards (감염 전담 병동 간호사의 COVID-19 환자 간호업무수행에 영향을 미치는 요인)

  • Kim, Yoon Sun;Kim, Mi-Ae
    • Journal of Korean Academy of Nursing
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    • v.51 no.6
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    • pp.678-688
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    • 2021
  • Purpose: The purpose of this study was to identify factors influencing nurses' performance of care in COVID-19 wards. Methods: The participants were 132 nurses who worked in COVID-19 wards at three hospitals, and were recruited from April 1 to May 31, 2021. Data were analyzed using descriptive statistics, t-test, ANOVA, and multiple regression analysis with SPSS/WIN 24.0 program. Results: Nursing performance was significantly and positively correlated with ethical sensitivity (r = .75, p < .001), nursing professionalism (r = .67, p < .001), and social support (r = .67, p < .001). Nursing professionalism was positively correlated with ethical sensitivity (r = .64, p < .001) and social support (r = .55, p < .001). Multiple regression analysis for nursing performance revealed that the most significant factor was ethical sensitivity (β = .47, p < .001). Ethical sensitivity, nursing professionalism, and social support explained 66.0% of total variance in nursing performance. Conclusion: Ethical sensitiviy, nursing professionalism, and social support significantly influence nurses' performace of care in COVID-19 wards. It suggests that intervention programs should be directed at improving nurses' ethical sensitivity, bolstering social support, and enhancing nursing professionalism.