• Title/Summary/Keyword: 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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    • v.23 no.10
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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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    • v.11 no.4
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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.

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

  • Park, Sang Un;Choi, So Young
    • Journal of Korean Clinical Nursing Research
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    • v.30 no.1
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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.

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

  • Song, Keeyoung
    • 재활복지
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    • v.21 no.1
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    • pp.71-95
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    • 2017
  • The purpose of this research is to suggest implications for the elderly with disability by taking a look at the influence of disability of elderly on successful aging and a moderating effect of social support network. This study analyzed the $4^{th}$ panel data from KReIS and the subjects for this research are 3,906 of elderly aged over 65 years. For the statistical analysis, the IBM SPSS Statistics v23.0 program was utilized. Technical statistics was verified, multiple regression analysis was used in order to take a look at the effects of moderating variable. The results of this research are as the following: Firstly, the disability of elderly had an negative effect on successful age. Secondly, as a social support network, friend & neighborhood network and family network had an positive effect on successful age. Thirdly, friend & neighborhood network among social support network had a moderating effect on successful aging. In other words, the more disabled the elderly are, the lower the level of successive aging became, it turned out that the bigger the social support of friend & neighborhood network, the less the negative effect of disability on successive aging. On the basis of the result, it was proposed a case management for the elderly with disability, assurance of mobility right, and self-help meeting program for social support network.

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

  • Lee, Soon-Youl;Han, Suk-Jung
    • Journal of the Korea Convergence Society
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    • v.13 no.4
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    • pp.561-572
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    • 2022
  • This study is a descriptive survey study conducted to identify the factors affecting the turnover intention of hospital nurses who were cohort-isolated due to the outbreak of COVID-19. The data collected from 191 university hospital nurses were analyzed using the IBM SPSS Statistics 23 program by descriptive statistics, t-test, Pearson's correlation analysis, ANOVA, and multiple regression analysis. Among the factors affecting the turnover intention, the higher the infection control job stress (𝛽=.40, p<.001), the lower the support of the boss among social support at work (𝛽=-.21, p=.004). The lower the resilience (𝛽=-.16, p=.016) the higher the turnover intention. The explanatory power of these variables was 25% (Adj. R2=.25, F=16.99, p<.001). In particular, the infection control job stress of hospital nurses who had the entire hospital under cohort-isolated due to the outbreak of COVID-19 was above average. It is necessary to find a way to reduce infection control job stress, and to reduce the negative aspects of the organization and work with the support of the superior to lower the turnover intention. In addition, it is necessary to seek to reduce turnover intention as a program to strengthen resilience to improve resilience.

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 (비대면 학습환경에서 온라인 강의를 경험한 간호대학생들의 학습몰입, 학습만족도, 학업적 자기효능감, 학업성취도, 학업스트레스간의 관계연구)

  • Yang, Seung Ae
    • Journal of Internet of Things and Convergence
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    • v.9 no.6
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    • pp.63-73
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    • 2023
  • The purpose of this study is to identify the level of learning flow, learning satisfaction, academic self-efficacy, academic achievement, and academic stress of nursing students who experienced non-face-to-face online lectures, and to investigate the correlation between variables and the factors affecting academic stress. The data of this study was collected from 143 students at a nursing college in Seoul, through a Google online questionnaire from September 1, 2023 to September 25, 2023, and descriptive statistics, Student's t-test, analysis of variance, Pearson's Correlation, and linear multiple regression were conducted using SPSS Statistics 25.0. Following an analysis of the difference according to general characteristics, academic stress showed significant difference according to Motivation for applying to department(F=4.465, p=.005) and Major satisfaction(F=36.499, p=.000) of the subjects. The result of analyzing the correlation academic stress was negatively correlated with learning flow (r=-.464, p<.010), academic self-efficacy (r=-.522, p<.010), and academic achievement (r=-.379, p<.010), but learning satisfaction was not correlated with academic stress. Variables affecting academic stress were major satisfaction (𝛽=.367, p<.01), learning flow (𝛽=-.186, p<.05), and academic self-efficacy (𝛽=-.241, p<.05), and the explanatory power for academic stress was 40%. The results of this study can be used as basic data for intervention programs for relieving academic stress of nursing students.

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

  • Lee, Jeonghwa;Oh, Young Eun
    • The Korean Journal of Community Living Science
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    • v.27 no.4
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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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    • v.15 no.22
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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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    • v.13 no.8
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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.

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

  • Park, So-Mi;Choi, Eun-Sook
    • The Korean Journal of Emergency Medical Services
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    • v.16 no.1
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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.