• 제목/요약/키워드: SPSS statistics(regression analysis)

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A Framework for Implementing Information Systems Integration to Optimize Organizational Performance

  • Ali Sirageldeen Ahmed
    • International Journal of Computer Science & Network Security
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    • 제23권10호
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    • pp.11-20
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    • 2023
  • The primary aim of this study is to investigate the influence of Service Provider Quality (SPQ), System Quality (SQ), Information Quality (IQ), and Training Quality (TQ) on the interconnected aspect of organizational performance known as growth and development (GD). The study examined the influence of information systems (IS) on organisational performance and provided a theory-based technique for conducting research. The theoretical foundation for this study is derived from the widely employed [1]. IS success model in information systems research. The study's framework incorporates several novel elements, drawn from a comprehensive review of both recent and earlier literature, which researchers have utilized to evaluate the dimensions of [1]. In this study, we collected data from a diverse group of 348 individuals representing various industries through a web-based questionnaire. The collected data were subjected to analysis using SPSS. We conducted a multiple regression analysis involving 15 factors to assess several hypotheses regarding the relationship between the independent construct IS effectiveness and the dependent construct organizational performance. Several noteworthy descriptive statistics emerged, which hold significance for management. The study's findings strongly indicate that information systems exert a significant and beneficial influence on organizational performance. To sustain and continually enhance organizational effectiveness, the study recommends that managers periodically scrutinize and assess their information systems.

How to Enhance Perceived Usefulness, Ease of Use, and Fit of Wearables: An Exploratory Study about the Physical Attributes of Smart Wristbands and Smartwatches

  • Shim, Soo In;Yu, Heejeong
    • International Journal of Advanced Culture Technology
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    • 제11권4호
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    • pp.302-309
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    • 2023
  • Wearable devices, attached to the human body, track and enhance users' activities, health, and communication. Therefore, considering ergonomic factors in product design is crucial. However, previous research has somewhat overlooked the importance of integrating ergonomic design elements into a broad spectrum of design factors. This study aims to examine the impact of physical attributes inherent in smart wristbands and smartwatches on the perceived functional value, specifically, perceived usefulness, ease of use, and fit. A survey was conducted among 289 US adults who had experience using smart wristbands or smartwatches. The collected data were analyzed using descriptive statistics, factor analysis, Cronbach's alpha, t-test, MANOVA, and regression analysis in SPSS version 29. The results showed that the shape of the front display significantly influenced perceived ease of use, and the product's weight had a substantial impact on both perceived ease of use and fit. Furthermore, distinct technical features on the front display had varied effects on perceived usefulness, ease of use, and fit. Notably, the presence of activity tracking, alarm, and calendar functionalities led to distinct differences in ease of use and fit. Features such as distance tracking, phone call, social media notifications, text messaging, and time display functions showed significant influences on the perception of fit. These findings provide insights into the physical values of smart wristbands and smartwatches as perceived by users.

간호사의 비판적 사고성향, 디지털리터러시, 간호정보역량이 근거기반실무역량에 미치는 영향 (Effects of Critical Thinking Disposition, Digital Literacy, and Nursing Informatics Competence on the Competency in Evidence-Based Practice among Clinical Nurses)

  • 박상언;최소영
    • 임상간호연구
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    • 제30권1호
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    • pp.1-10
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    • 2024
  • Purpose: This study aimed to investigate the competency in evidence-based practice, critical thinking disposition, digital literacy, and nursing informatics competence, and to identify the factors influencing the competency in evidence-based practice among nurses. Methods: The participants in this study were 196 nurses from a university hospital in J-city. Data were collected from December 1 to December 30, 2023. The collected data were analyzed with the SPSS 26.0 program using descriptive statistics, independent t-test, one-way analysis of variance, Scheffé test, Pearson's correlation coefficients, and multiple regression analysis. Results: The results showed that the factors influencing the competency in evidence-based practice included nursing informatics competence, critical thinking disposition, digital literacy, and having a master's degree. The participants with a master's degree demonstrated higher competency in evidence-based practice compared to those with a three-year degree or a four-year degree, and a total explanatory power was 53.1%. Conclusion: In this study, critical thinking disposition, digital literacy, and nursing informatics competence were influential factors in competency of evidence-based practice. Therefore, a variety of intervention programs should be developed to enhance the impact of these factors on nurses' competency in evidence-based practice.

노인의 장애유무가 성공적 노화에 미치는 영향 연구 -사회적 관계망의 조절효과- (A Study on the Influence of Disability of Elderly on Successful Aging - A Moderating Effect of Social Support Network -)

  • 송기영
    • 재활복지
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    • 제21권1호
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    • pp.71-95
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    • 2017
  • 본 연구는 노인의 장애유무가 성공적 노화에 미치는 영향과 사회적 관계망의 조절효과를 분석하여 장애가 있는 노인의 성공적 노화를 위한 사회복지 정책 및 실천적 함의를 제시하는데 목적이 있다. 연구대상은 국민노후보장패널조사(KReIS) 4차 개인조사 및 부가조사에 모두 응답한 대상자 중 만 65세 이상의 노인이며, 총 3,906명을 토대로 분석을 실시하였다. 자료 분석을 위해 IBM SPSS Statistics v23.0 프로그램을 활용하여 기술통계를 제시하고, 조절효과 분석을 위해 다중회귀분석을 수행하였다. 연구결과는 다음과 같다. 첫째, 노인의 장애는 성공적 노화에 부적(-) 영향을 미치는 것으로 확인되었다. 둘째, 사회적 관계망으로서 친구 이웃관계망과 가족관계망 모두 성공적 노화에 긍정적 영향을 미치는 것으로 나타났다. 셋째, 사회적 관계망 중 친구 이웃 관계망은 장애가 성공적 노화에 미치는 효과를 조절하는 것으로 나타났다. 즉, 노인이 장애가 있을수록 성공적 노화수준은 낮아지는데 친구 이웃 관계망의 사회적 지지가 커질수록 장애가 성공적 노화에 미치는 부적(-) 효과는 약해지는 것으로 나타났다. 이러한 분석 결과에 근거하여 장애가 있는 노인의 성공적 노화를 위해 장애노인을 대상으로 사례관리 도입과 사회적 관계망 확충을 위한 이동권 보장 및 자조모임 프로그램 제공 등을 제언하였다.

코로나19 확진자 발생으로 코호트격리된 병원간호사의 이직의도 영향요인: 일 대학병원을 중심으로 (Factors affecting the turnover intention of hospital nurses quarantined in cohort due to the outbreak of COVID-19: Focused on a university hospital)

  • 이순열;한숙정
    • 한국융합학회논문지
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    • 제13권4호
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    • pp.561-572
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    • 2022
  • 본 연구는 코로나19 확진자 발생으로 코호트격리된 병원간호사의 이직의도 영향요인을 파악하고자 수행된 서술적 조사연구이다. 대학병원 간호사 191명을 대상으로 수집된 자료는 IBM SPSS Statistics 23 프로그램을 활용하여 기술통계, t-test, Pearson's 상관관계 분석, ANOVA, 다중회귀분석으로 분석하였다. 이직의도에 영향을 주는 요인 중 감염관리 직무스트레스가 높을수록(𝛽=.40, p<.001) 사회적 지지 중 상사의 지지가 낮을수록(𝛽=-.21, p=.004) 극복력이 낮을수록(𝛽=-.16, p=.016) 이직의도가 높았다. 이들 변수의 설명력은 25%(Adj. R2=.25, F=16.99, p<.001)로 나타났다. 특히 코로나19 확진자 발생으로 병원 전체가 코호트격리된 병원간호사의 감염관리 직무스트레스는 보통 이상이었다. 감염관리 직무스트레스를 줄일 수 있도록 방안을 찾고, 상사의 지지로 조직과 업무의 부정적인 측면을 줄여서 이직의도를 낮추어야 한다. 그리고, 극복력 향상을 위한 극복력 강화 프로그램으로 이직의도 감소를 모색해야 할 것이다.

비대면 학습환경에서 온라인 강의를 경험한 간호대학생들의 학습몰입, 학습만족도, 학업적 자기효능감, 학업성취도, 학업스트레스간의 관계연구 (A study on the relationship between learning flow, learning satisfaction, academic self-efficacy, academic achievement, and academic stress of nursing college students who experienced online lectures in a non-face-to-face learning environment)

  • 양승애
    • 사물인터넷융복합논문지
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    • 제9권6호
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    • pp.63-73
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    • 2023
  • 본 연구는 비대면 학습환경에서 온라인 강의수강을 경험한 일 간호대학 재학생을 대상으로 학습몰입, 학습만족도, 학업적 자기효능감, 학업성취도 및 학업스트레스 정도를 확인하고 변수간의 상관관계 및 학업스트레스에 영향을 미치는 요인을 규명하고자 한다. 본 연구에서는 서울시에 위치한 일 간호대학의 재학생 143명을 대상으로 구글온라인 설문지를 통해 2023년 9월 1일부터 2023년 9월 25일까지 자료수집을 시행하였고, SPSS Statistics 25.0을 활용하여 기술통계, t-검정, 일원분산분석, 피어슨상관계수, linear multiple regesion을 시행하였다. 일반적 특성에 따른 차이 분석 결과 학업스트레스는 간호학과 지원동기(F=4.465, p=.005)와 전공만족도(F=36.499, p=.000)에 따라 유의한 차이가 나타났으며 학업스트레스는 학습몰입(r=-.464, p<.010), 학업적 자기효능감(r=-.522, p<.010), 학업성취도(r=-.379, p<.010)간에 유의미한 부적(-) 상관관계가 있는 것으로 나타났으나 학습만족도는 학업스트레스와 상관관계가 없는 것으로 나타났다. 학업스트레스에 영향을 미치는 변인은 전공만족도(𝛽=.367, p<.01), 학습몰입(𝛽=-.186, p<.05), 학업적 자기효능감(𝛽=-.241, p<.05)으로 확인되었으며 학업스트레스에 대한 설명력은 40%였다. 본 연구결과는 간호대학생의 학업스트레스 완화를 위한 중재 프로그램의 기초자료로 활용할 수 있을 것이다.

노인단독가구 노인의 사회적 배제, 우울 및 자살생각 : 성 차이를 중심으로 (Effect of Social Exclusion on Depression and Suicidal Ideation among the Elderly in Korea: Focus on Gender Differences)

  • 이정화;오영은
    • 한국지역사회생활과학회지
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    • 제27권4호
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    • pp.831-850
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    • 2016
  • The ratio of suicide among the elderly in Korea has nearly tripled within the last 20 years. With this in mind, this study examined the effects of social exclusion on depression and suicidal ideation among the elderly living in elderly-only households with a focus on gender differences. Social exclusion is composed of economic, health, housing, education, social participation, and relational aspects. For this study, data were gathered from 527 participants aged 65 years and over. The statistical methods used for data analysis were descriptive statistics, chi-square test, t-test, and hierarchical regression analysis with the SPSS Win 20.0 program. The results of this study are summarized as follows: First, more than 80% of the elderly experienced social exclusion. Women were shown to be more vulnerable than men in terms of housing exclusion, educational exclusion, health exclusion, and multiple exclusion, whereas men were more vulnerable than women in terms of social participation exclusion. Second, social exclusion had significant effects on suicidal ideation among the Korean elderly. We also observed gender differences in the results. Regression analysis of suicidal ideation showed that relational exclusion had a significant effect on suicidal ideation in men, whereas health exclusion had a significant effect on suicidal ideation in women. Results of the study show that stronger social support networks and policies focusing on the elderly are needed in order to reduce elderly suicide in Korea.

Social Support and its Predictors Among Iranian Cancer Survivors

  • Faghani, Safieh;Rahmani, Azad;Parizad, Naser;Mohajjel-Aghdam, Ali-Reza;Hassankhani, Hadi;Mohammadpoorasl, Asghar
    • Asian Pacific Journal of Cancer Prevention
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    • 제15권22호
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    • pp.9767-9771
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    • 2014
  • Background: Social support is an important factor in psycho-social well-being of cancer survivors. There is little information about level of social support and its predictors among cancer survivors in Iran or other Middle Eastern countries. The aims of present study were to determine the social support and its prediction factors among Iranian cancer survivors. Materials and Methods: In this descriptive-correlational study 187 cancer patients in one educational center and one private oncology office in northwest of Iran participated using a convenient sampling method. The data collection tool consisted of a researcher-prepared checklist and the Multidimensional Scale of Perceived Social Support Assessment (MSPSS). Data analysis was performed using SPSS statistical software with descriptive statistics and multiple linear regression analysis. Results: The total score of MSPSS was 68 from a possible score between 7 and 84. Participants believed that they received a high level of support from their family members and significant others. Multiple linear regression analysis showed that single and depressed cancer survivors and participants with lower levels of physical activity believed that they received lower levels of social support. Conclusions: Iranian cancer survivors receive high levels of social support and family members are the most important source of this support. In planning any supportive care program for Iranian cancer survivors this strength should be considered. Especially, single and depressed and patients with lower levels of physical activity need more attention.

Effects of Care Burdens of Caregivers of Cancer Patients on their Quality of Life

  • Turkoglu, Nihan;Kilic, Dilek
    • Asian Pacific Journal of Cancer Prevention
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    • 제13권8호
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    • pp.4141-4145
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    • 2012
  • In this study, the aim was to examine the effects of caring burdens of family caregivers of cancer patients on their quality of life in the east of Turkey. Data were collected at the Chemotherapy unit of Yakutiye Research Hospital of Ataturk University. Participants were 18 years old and older. The sample included 190 family caregivers who were living in the same flats with the patients during caregiving. Data were collected using a questionnaire that included socio-demographic questions for family caregivers and the Burden Interview, and the Caregiver Quality of Life Index-Cancer (CQOLC) Scale. SPSS version 14.0 was used to analyse the data. Descriptive statistics were computed for demographic variables of family caregivers. Pearson correlation analysis was used to analyze the relationship between the care burden and quality of life, linear logistic regression analysis was applied to determine the effect care burdens have on the quality of life, and logistic regression analysis was employed to determine the effect descriptive characteristics and care-related properties have on the quality of life. The score mean of the burden interview of caregivers was $36.6{\pm}11.2$; and their score mean of CQOLC was $81.4{\pm}17.3$. This study concluded that there was a negative relationship between caring burdens and the quality of life (p<0.001); descriptive characteristics, caring-related properties, and caring burden variables were all significant predictors of the quality of life. It is recommended that caregivers are given support by being offered training about providing care.

응급구조학전공 학생의 병원 임상실습 만족도에 영향을 미치는 요인 (Influencing Factors on the Satisfaction of the Paramedic Students in Clinical Training)

  • 박소미;최은숙
    • 한국응급구조학회지
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    • 제16권1호
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    • pp.91-101
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    • 2012
  • Purpose: This study aims to assess the influencing factors on the level of satisfaction with clinical training and to provide basic data for more efficient clinical training. Method: The study was conducted on 402 paramedic students who have experienced clinical training from September 6 until October 12 in 2011. The questionnaires consisted of 40 questions. We used SPSS 18.0 frequency analysis, technical statistics, t-test, ANOVA, Pearson's correlation coefficients and multiple regression analysis. Result: 1. The level of satisfaction with clinical training showed significant difference between the frequency (F=8.837, p=.000) and clinical training managers (F=5.418, p=.001). 2. The level of satisfaction with clinical training showed the strongest positive correlation with the satisfaction of clinical training hospitals (r=.694, p=.000). 3. Multiple regression analysis revealed the most powerful predictor for satisfaction with clinical training was the satisfaction level of clinical training hospitals(48.2%) and the frequency of clinical training experiences(.8%), the preparation before the clinical training(5.4%), the total duration of clinical training(.7%), and the satisfaction of emergency department education(1.0%). These five variables accounted for 56.1% of the satisfaction of clinical training among paramedic students. Conclusion: As student's satisfaction of the clinical training increases, the quality of paramedics is expected to improve in the future. As a result, the future paramedics can be nurtured to be highly skilled in on-the-scene emergency situations after graduation.