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3 "Mediation Analysis"
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The Influence of Diversity Management of Nursing Organization on Organizational Commitment: Double Mediating Effect of Diversity Sensitivity Orientation and Positive Nursing Organizational Culture
Jeon, Hwi Gon , Jang, Keum Seong , Kim, Eun A
J Korean Acad Nurs 2024;54(3):403-417.   Published online August 31, 2024
DOI: https://doi.org/10.4040/jkan.23120
AbstractAbstract PDF
Purpose
The aim of this study was to identify the double mediating effect of effect of diversity sensitivity orientation and positive nursing organizational culture between diversity management and organizational commitment.
Methods
Participants were 245 nurses working in six tertiary hospitals located in 3 different regions. Data collection was conducted from February 13, 2023 to March 6, 2023 through online self-reported questionnaire. The data were analyzed by IBM SPSS Statistics 27 and SPSS PROCESS Macro 4.2 program.
Results
The direct effect of diversity management on organizational commitment was significant (β = .21, p < .001). The indirect effect of diversity management on organization commitment was .34 (95% confidence interval [CI] = .23~.47). The double mediating effect of diversity sensitivity orientation and positive nursing organizational culture in the relationship between diversity management and organizational commitment was .02 (95% CI = .00~.05).
Conclusion
Diversity sensitivity orientation and positive nursing organizational culture show double mediating effect on the relationship between diversity management and organizational commitment. Education program and human resource management strategy for enhancing diversity management, diversity sensitivity orientation and positive nursing organizational culture should be provided to improve organizational commitment, and which are needed active support of the association and nursing organization.
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Pathway Analysis on the Effects of Nursing Informatics Competency, Nursing Care Left Undone, and Nurse Reported Quality of Care on Nursing Productivity among Clinical Nurses
Yu, Mi , Kim, Se Young , Ryu, Ji Min
J Korean Acad Nurs 2023;53(2):236-248.   Published online April 30, 2023
DOI: https://doi.org/10.4040/jkan.22110
AbstractAbstract PDF
Purpose
Nursing informatics competency is used to manage and improve the delivery of safe, high-quality, and efficient healthcare services in accordance with best practices and professional and regulatory standards. This study examined the relationship between nursing informatics competency (NIC), nursing care left undone, and nurse reported quality of care (NQoC) and nursing productivity. A path model for their effects on nursing productivity among clinical nurses was also established.
Methods
Data were collected using structured questionnaires answered by 192 nurses working in a tertiary hospital located in J city, Korea, and analyzed using SPSS/WIN 23.0 and AMOS 21.0 program.
Results
The fit indices of the alternative path model satisfied recommended levels χ2 = .11 (p= .741), normed χ2 (χ2/df) = .11, SRMR = .01, RMSEA = .00, GFI = 1.00, NFI = 1.00, AIC = 18.11. Among the variables, NIC (β = .44, p < .001), NQoC (β = .35, p < .001) had a direct effect on nursing productivity. Due to the mediating effect of NQoC on the relationship between NIC and nursing productivity, the effect size was .14 (95% CI .08~.24). Meanwhile, nursing care left undone through NQoC in the relationship between NIC and nursing productivity, has a significant mediation effect (estimate .01, 95% CI .00~.03). The explanatory power of variables was 44.0%.
Conclusion
Education and training for enhancing NIC should be provided to improve nursing productivity, quality of care and to reduce missed nursing care. Furthermore, monitoring the quality of nursing care and using it as a productivity index is essential.
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Influence of Learning Presence of Non-Face-to-Face Class Experience in Nursing Students on Academic Achievement: Mediating Effect of Learning Flow and Moderated Mediation of Digital Literacy
Ryu, Eui Jeong , Jang, Keum Seong , Kim, Eun A
J Korean Acad Nurs 2022;52(3):278-290.   Published online June 30, 2022
DOI: https://doi.org/10.4040/jkan.21241
AbstractAbstract PDF
Purpose
This study aimed to identify the mediating effect of learning flow and the moderated mediation effect of digital literacy on the effect of the learning presence of non-face-to-face class experience in nursing students on academic achievement.
Methods
Participants were 272 nursing students from six universities in two different cities. A self-report questionnaire was used to measure learning presence, learning flow, digital literacy, and academic achievement. Analysis was performed using SPSS 26.0 and SPSS PROCESS Macro (4.0).
Results
The mediating effect of learning flow on the effect of learning presence on academic achievement was 0.42, and the moderated mediation index of digital literacy was 0.17. Learning flow showed a mediating effect on the relationship between learning presence and academic achievement. Digital literacy had a moderated mediation effect on the relationship between learning presence and academic achievement that was mediated by learning flow.
Conclusion
The intensity of the mediating effect of nursing students’ learning presence on academic achievement through learning flow increases as the level of digital literacy increases. These results suggest that educational programs considering the level of learning presence, learning flow, and digital literacy are required to promote the academic achievement of nursing college students.
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