1.Voice of Customer Analysis of Nursing Care in a Tertiary Hospital:Text Network Analysis and Topic Modeling
Hyunjung KO ; Nara HAN ; Seulki JEONG ; Jeong A JEONG ; Hye Ryoung YUN ; Eun Sil KIM ; Young Jun JANG ; Eun Ju CHOI ; Chun Hoe LIM ; Min Hee JUNG ; Jung Hee KIM ; Dong Hyu CHO ; Seok Hee JEONG
Journal of Korean Academy of Nursing Administration 2024;30(5):529-542
Purpose:
This study aimed to explore customer perspectives of nursing services in tertiary hospitals.
Methods:
The data comprised mobile Voice Of Customer (VOC) data related to “nursing” or “nurses” generated from June 25, 2019, to December 31, 2022, in a tertiary hospital. A total of 44,727 VOC data points were collected, of which 4,040 were selected for the final analysis. Text network analysis and topic modeling were conducted using NetMiner 4.5.1.
Results:
Topic modeling identified five topics for positive aspects and four topics for areas requiring improvement.The positive aspects were: 1) sincere nursing care; 2) rapid response from professional medical staff; 3) teamwork for delivering customer-centric services; 4) provision and coordination of system-based healthcare services; and 5) customer-focused responsiveness. The areas requiring improvement were: 1) demand for skilled nursing care tailored to customer expectations; 2) demand for enhanced communication and reduced mechanical responses; 3) demand for appropriate handling of diverse situations; and 4) demand for overall improvements to the healthcare system, including reservation systems.
Conclusion
These results may be used to enhance customer and patient experiences in tertiary hospitals and are necessary for utilization from a hospital management perspective.
2.Influence of Patient Safety Culture, Ethical Nursing Competence, and Nursing Professionalism on the Perception of Disclosure of Patient Safety Incidents among Nurses in Tertiary Hospitals
Journal of Korean Academy of Nursing Administration 2024;30(4):392-403
Purpose:
This study aimed to identify the factors influencing nurses’ perceptions of the disclosure of patient safety incidents in tertiary hospitals.
Methods:
As a descriptive study, data were collected from 315 nurses working in two tertiary hospitals in Busan via structured self-report questionnaires from June 28 to September 3, 2023, through an online survey. Data were analyzed using descriptive statistics, t-test, one-way ANOVA, Pearson’s correlation coefficients, and hierarchical regression analysis with SPSS/WIN 27.0.
Results:
Analysis was conducted by controlling for the characteristics of the study participants, which revealed significant differences in their perceptions of the disclosure of patient safety incidents. Ethical nursing competence (β=.30, p<.001) and patient safety culture (β=.15, p=.012) were significant influencing factors on the perception of such disclosure, and the explanatory power of the regression model was 21.0% (F=14.63, p<.001).
Conclusion
To enhance the aforementioned perception among nurses in tertiary hospitals, healthcare institutions should provide learning opportunities to improve their ethical nursing competence. Fostering an organizational culture that promotes and encourages open disclosure of patient safety incidents is also essential.
3.Voice of Customer Analysis of Nursing Care in a Tertiary Hospital:Text Network Analysis and Topic Modeling
Hyunjung KO ; Nara HAN ; Seulki JEONG ; Jeong A JEONG ; Hye Ryoung YUN ; Eun Sil KIM ; Young Jun JANG ; Eun Ju CHOI ; Chun Hoe LIM ; Min Hee JUNG ; Jung Hee KIM ; Dong Hyu CHO ; Seok Hee JEONG
Journal of Korean Academy of Nursing Administration 2024;30(5):529-542
Purpose:
This study aimed to explore customer perspectives of nursing services in tertiary hospitals.
Methods:
The data comprised mobile Voice Of Customer (VOC) data related to “nursing” or “nurses” generated from June 25, 2019, to December 31, 2022, in a tertiary hospital. A total of 44,727 VOC data points were collected, of which 4,040 were selected for the final analysis. Text network analysis and topic modeling were conducted using NetMiner 4.5.1.
Results:
Topic modeling identified five topics for positive aspects and four topics for areas requiring improvement.The positive aspects were: 1) sincere nursing care; 2) rapid response from professional medical staff; 3) teamwork for delivering customer-centric services; 4) provision and coordination of system-based healthcare services; and 5) customer-focused responsiveness. The areas requiring improvement were: 1) demand for skilled nursing care tailored to customer expectations; 2) demand for enhanced communication and reduced mechanical responses; 3) demand for appropriate handling of diverse situations; and 4) demand for overall improvements to the healthcare system, including reservation systems.
Conclusion
These results may be used to enhance customer and patient experiences in tertiary hospitals and are necessary for utilization from a hospital management perspective.
4.Influence of Patient Safety Culture, Ethical Nursing Competence, and Nursing Professionalism on the Perception of Disclosure of Patient Safety Incidents among Nurses in Tertiary Hospitals
Journal of Korean Academy of Nursing Administration 2024;30(4):392-403
Purpose:
This study aimed to identify the factors influencing nurses’ perceptions of the disclosure of patient safety incidents in tertiary hospitals.
Methods:
As a descriptive study, data were collected from 315 nurses working in two tertiary hospitals in Busan via structured self-report questionnaires from June 28 to September 3, 2023, through an online survey. Data were analyzed using descriptive statistics, t-test, one-way ANOVA, Pearson’s correlation coefficients, and hierarchical regression analysis with SPSS/WIN 27.0.
Results:
Analysis was conducted by controlling for the characteristics of the study participants, which revealed significant differences in their perceptions of the disclosure of patient safety incidents. Ethical nursing competence (β=.30, p<.001) and patient safety culture (β=.15, p=.012) were significant influencing factors on the perception of such disclosure, and the explanatory power of the regression model was 21.0% (F=14.63, p<.001).
Conclusion
To enhance the aforementioned perception among nurses in tertiary hospitals, healthcare institutions should provide learning opportunities to improve their ethical nursing competence. Fostering an organizational culture that promotes and encourages open disclosure of patient safety incidents is also essential.
5.Voice of Customer Analysis of Nursing Care in a Tertiary Hospital:Text Network Analysis and Topic Modeling
Hyunjung KO ; Nara HAN ; Seulki JEONG ; Jeong A JEONG ; Hye Ryoung YUN ; Eun Sil KIM ; Young Jun JANG ; Eun Ju CHOI ; Chun Hoe LIM ; Min Hee JUNG ; Jung Hee KIM ; Dong Hyu CHO ; Seok Hee JEONG
Journal of Korean Academy of Nursing Administration 2024;30(5):529-542
Purpose:
This study aimed to explore customer perspectives of nursing services in tertiary hospitals.
Methods:
The data comprised mobile Voice Of Customer (VOC) data related to “nursing” or “nurses” generated from June 25, 2019, to December 31, 2022, in a tertiary hospital. A total of 44,727 VOC data points were collected, of which 4,040 were selected for the final analysis. Text network analysis and topic modeling were conducted using NetMiner 4.5.1.
Results:
Topic modeling identified five topics for positive aspects and four topics for areas requiring improvement.The positive aspects were: 1) sincere nursing care; 2) rapid response from professional medical staff; 3) teamwork for delivering customer-centric services; 4) provision and coordination of system-based healthcare services; and 5) customer-focused responsiveness. The areas requiring improvement were: 1) demand for skilled nursing care tailored to customer expectations; 2) demand for enhanced communication and reduced mechanical responses; 3) demand for appropriate handling of diverse situations; and 4) demand for overall improvements to the healthcare system, including reservation systems.
Conclusion
These results may be used to enhance customer and patient experiences in tertiary hospitals and are necessary for utilization from a hospital management perspective.
6.Influence of Patient Safety Culture, Ethical Nursing Competence, and Nursing Professionalism on the Perception of Disclosure of Patient Safety Incidents among Nurses in Tertiary Hospitals
Journal of Korean Academy of Nursing Administration 2024;30(4):392-403
Purpose:
This study aimed to identify the factors influencing nurses’ perceptions of the disclosure of patient safety incidents in tertiary hospitals.
Methods:
As a descriptive study, data were collected from 315 nurses working in two tertiary hospitals in Busan via structured self-report questionnaires from June 28 to September 3, 2023, through an online survey. Data were analyzed using descriptive statistics, t-test, one-way ANOVA, Pearson’s correlation coefficients, and hierarchical regression analysis with SPSS/WIN 27.0.
Results:
Analysis was conducted by controlling for the characteristics of the study participants, which revealed significant differences in their perceptions of the disclosure of patient safety incidents. Ethical nursing competence (β=.30, p<.001) and patient safety culture (β=.15, p=.012) were significant influencing factors on the perception of such disclosure, and the explanatory power of the regression model was 21.0% (F=14.63, p<.001).
Conclusion
To enhance the aforementioned perception among nurses in tertiary hospitals, healthcare institutions should provide learning opportunities to improve their ethical nursing competence. Fostering an organizational culture that promotes and encourages open disclosure of patient safety incidents is also essential.
7.Voice of Customer Analysis of Nursing Care in a Tertiary Hospital:Text Network Analysis and Topic Modeling
Hyunjung KO ; Nara HAN ; Seulki JEONG ; Jeong A JEONG ; Hye Ryoung YUN ; Eun Sil KIM ; Young Jun JANG ; Eun Ju CHOI ; Chun Hoe LIM ; Min Hee JUNG ; Jung Hee KIM ; Dong Hyu CHO ; Seok Hee JEONG
Journal of Korean Academy of Nursing Administration 2024;30(5):529-542
Purpose:
This study aimed to explore customer perspectives of nursing services in tertiary hospitals.
Methods:
The data comprised mobile Voice Of Customer (VOC) data related to “nursing” or “nurses” generated from June 25, 2019, to December 31, 2022, in a tertiary hospital. A total of 44,727 VOC data points were collected, of which 4,040 were selected for the final analysis. Text network analysis and topic modeling were conducted using NetMiner 4.5.1.
Results:
Topic modeling identified five topics for positive aspects and four topics for areas requiring improvement.The positive aspects were: 1) sincere nursing care; 2) rapid response from professional medical staff; 3) teamwork for delivering customer-centric services; 4) provision and coordination of system-based healthcare services; and 5) customer-focused responsiveness. The areas requiring improvement were: 1) demand for skilled nursing care tailored to customer expectations; 2) demand for enhanced communication and reduced mechanical responses; 3) demand for appropriate handling of diverse situations; and 4) demand for overall improvements to the healthcare system, including reservation systems.
Conclusion
These results may be used to enhance customer and patient experiences in tertiary hospitals and are necessary for utilization from a hospital management perspective.
8.Influence of Patient Safety Culture, Ethical Nursing Competence, and Nursing Professionalism on the Perception of Disclosure of Patient Safety Incidents among Nurses in Tertiary Hospitals
Journal of Korean Academy of Nursing Administration 2024;30(4):392-403
Purpose:
This study aimed to identify the factors influencing nurses’ perceptions of the disclosure of patient safety incidents in tertiary hospitals.
Methods:
As a descriptive study, data were collected from 315 nurses working in two tertiary hospitals in Busan via structured self-report questionnaires from June 28 to September 3, 2023, through an online survey. Data were analyzed using descriptive statistics, t-test, one-way ANOVA, Pearson’s correlation coefficients, and hierarchical regression analysis with SPSS/WIN 27.0.
Results:
Analysis was conducted by controlling for the characteristics of the study participants, which revealed significant differences in their perceptions of the disclosure of patient safety incidents. Ethical nursing competence (β=.30, p<.001) and patient safety culture (β=.15, p=.012) were significant influencing factors on the perception of such disclosure, and the explanatory power of the regression model was 21.0% (F=14.63, p<.001).
Conclusion
To enhance the aforementioned perception among nurses in tertiary hospitals, healthcare institutions should provide learning opportunities to improve their ethical nursing competence. Fostering an organizational culture that promotes and encourages open disclosure of patient safety incidents is also essential.
9.Clinical Characteristics and Risk Factors for Mortality in Critical COVID-19 Patients Aged 50 Years or Younger During Omicron Wave in Korea:Comparison With Patients Older Than 50 Years of Age
Hye Jin SHI ; Jinyoung YANG ; Joong Sik EOM ; Jae-Hoon KO ; Kyong Ran PECK ; Uh Jin KIM ; Sook In JUNG ; Seulki KIM ; Hyeri SEOK ; Miri HYUN ; Hyun Ah KIM ; Bomi KIM ; Eun-Jeong JOO ; Hae Suk CHEONG ; Cheon Hoo JUN ; Yu Mi WI ; Jungok KIM ; Sungmin KYM ; Seungjin LIM ; Yoonseon PARK
Journal of Korean Medical Science 2023;38(28):e217-
Background:
The coronavirus disease 2019 (COVID-19) pandemic has caused the death of thousands of patients worldwide. Although age is known to be a risk factor for morbidity and mortality in COVID-19 patients, critical illness or death is occurring even in the younger age group as the epidemic spreads. In early 2022, omicron became the dominant variant of the COVID-19 virus in South Korea, and the epidemic proceeded on a large scale. Accordingly, this study aimed to determine whether young adults (aged ≤ 50 years) with critical COVID-19 infection during the omicron period had different characteristics from older patients and to determine the risk factors for mortality in this specific age group.
Methods:
We evaluated 213 critical adult patients (high flow nasal cannula or higher respiratory support) hospitalized for polymerase chain reaction-confirmed COVID-19 in nine hospitals in South Korea between February 1, 2022 and April 30, 2022. Demographic characteristics, including body mass index (BMI) and vaccination status; underlying diseases; clinical features and laboratory findings; clinical course; treatment received; and outcomes were collected from electronic medical records (EMRs) and analyzed according to age and mortality.
Results:
Overall, 71 critically ill patients aged ≤ 50 years were enrolled, and 142 critically ill patients aged over 50 years were selected through 1:2 matching based on the date of diagnosis. The most frequent underlying diseases among those aged ≤ 50 years were diabetes and hypertension, and all 14 patients who died had either a BMI ≥ 25 kg/m 2 or an underlying disease. The total case fatality rate among severe patients (S-CFR) was 31.0%, and the S-CFR differed according to age and was higher than that during the delta period. The S-CFR was 19.7% for those aged ≤ 50 years, 36.6% for those aged > 50 years, and 38.1% for those aged ≥ 65 years. In multivariate analysis, age (odds ratio [OR], 1.084; 95% confidence interval [CI], 1.043–1.127), initial low-density lipoprotein > 600 IU/L (OR, 4.782; 95% CI, 1.584–14.434), initial C-reactive protein > 8 mg/dL (OR, 2.940; 95% CI, 1.042–8.293), highest aspartate aminotransferase > 200 IU/L (OR, 12.931; 95% CI, 1.691–98.908), and mechanical ventilation implementation (OR, 3.671; 95% CI, 1.294–10.420) were significant independent predictors of mortality in critical COVID-19 patients during the omicron wave. A similar pattern was shown when analyzing the data by age group, but most had no statistical significance owing to the small number of deaths in the young critical group. Although the vaccination completion rate of all the patients (31.0%) was higher than that in the delta wave period (13.6%), it was still lower than that of the general population. Further, only 15 (21.1%) critically ill patients aged ≤ 50 years were fully vaccinated. Overall, the severity of hospitalized critical patients was significantly higher than that in the delta period, indicating that it was difficult to find common risk factors in the two periods only with a simple comparison.
Conclusion
Overall, the S-CFR of critically ill COVID-19 patients in the omicron period was higher than that in the delta period, especially in those aged ≤ 50 years. All of the patients who died had an underlying disease or obesity. In the same population, the vaccination rate was very low compared to that in the delta wave, indicating that non-vaccination significantly affected the progression to critical illness. Notably, there was a lack of prescription for Paxlovid for these patients although they satisfied the prescription criteria. Early diagnosis and active initial treatment was necessary, along with the proven methods of vaccination and personal hygiene. Further studies are needed to determine how each variant affects critically ill patients.
10.Development of Management Competency Enhancement Program for Middle-Level Nursing Managers
Seulki KIM ; Ji Hye JEONG ; Hye Kyeong SHIN ; Sun Joo CHOI
Journal of Korean Clinical Nursing Research 2023;29(1):107-120
Purpose:
The purpose of this program is to develop an educational program to improve the nursing management competency of middle-level nursing managers.
Methods:
The program outline is based on the results of the Importance Performance Analysis (IPA) and Systematic Review (SR). Also performed the content validity accordingly.
Results:
The result of the concepts are derived from 6 competencies for planning process, 4 competencies for organizing process, 4 competencies for staffing process, 26 competencies for directing process, and 12 competencies for controlling process by integrating IPA and SR. This outline of the program was constructed according to the derived integrated concept and both content validity and structured outline were interpreted as valid.
Conclusion
This suggests that middle-level managers need a systematic program and support to effectively lead the organization by recognizing the importance rather than performance.

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