Construction of a competency evaluation index system for front-line nurses during the outbreak of major infectious diseases: a Delphi study
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Introduction: As the frequency of infectious diseases rises, it’s more important than ever to pay attention to the competency level of front-line nurses as the primary force in front-line rescue, which has an impact on the quality of anti-epidemic response. This paper aims to construct the competency evaluation index system for front-line nurses during the outbreak of major infectious diseases. Materials and methods: This study combined literature review, critical incident technique interviews, and semi-structured in-depth interviews, as well as two rounds of Delphi expert correspondence, to construct a competence evaluation index system for front-line nurses during the outbreak of major infectious diseases. The study used purposive sampling to select 26 experts from 11 provinces and cities across China to conduct two rounds of Delphi expert consultation, and the indicators were selected based on the mean importance score > 3.5 and the coefficient of variation < 0.25, and the weights of the indicators were calculated by the Analytic Hierarchy Process. The effective recovery rates of the two rounds of correspondence questionnaires were 93.1% and 96%. Results: The effective recovery rates of the two rounds of correspondence questionnaires were 93.1% and 96%, the authority coefficients of experts were 0.96 and 0.98, the Kendall’s coordination coefficients of the first, second, and third level indexes were 0.281, 0.132, and 0.285 (P < 0.001), 0.259, 0.158, and 0.415 (P < 0.001). The final index system includes 4 primary indicators (Knowledge System of Infectious Diseases, Nursing Skills for Infectious Diseases, Related Professional Abilities for Infectious Diseases, and Comprehensive Quality), 10 secondary indicators, and 64 tertiary indicators. Conclusion: The competency evaluation index system of front-line nurses during the outbreak of major infectious diseases is scientific, reasonable, and practical, which can provide a scientific basis for nursing managers to accurately understand, describe, analyze, and evaluate the competence level of nursing staff and scientifically implement the allocation of human resources in the future, as well as serve as a content framework for subsequent training programs.
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Indicators with a mean importance score >3.5 and a CV ≥0.25 that were deemed important on the basis of clinical experience were modified and advanced to the next round of inquiry.
“(2) indicators with a mean importance score >3.5 and a CV ≥0.25 that were deemed important on the basis of clinical experience were modified and advanced to the next round of inquiry;”
From Construction of nursing-sensitive quality indicators for hemodialysis vascular access: a Delphi study (2026) · cites this paper as [24]
The Materials and methods section (Data collection; page not provided) describes using a mean score >3.5 and a coefficient of variation <0.25 when discussing adjustments before the second round. The claim reverses the coefficient-of-variation threshold to ≥0.25. The passage also does not specify clinical experience as the reason for advancing such indicators. (LLM, conf=0.88)
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Experimental — accuracy not yet measuredIndicators with a mean importance score >3.5, a coefficient of variation <0.25, and a full-score rate >20% were retained.
“(1) indicators with a mean importance score >3.5, a coefficient of variation (CV) < 0.25, and a full-score rate >20% were retained;”
From Construction of nursing-sensitive quality indicators for hemodialysis vascular access: a Delphi study (2026) · cites this paper as [24]
The Materials and methods section (Data collection; page unavailable) says the team adjusted indicators using a mean score >3.5 and coefficient of variation <0.25. Neither that section nor the additional passages retrieved from our copy state a full-score-rate threshold >20%, so the third criterion is unsupported. (LLM, conf=0.90)
Experimental — accuracy not yet measuredPrior to expert consultation, the research team established indicator screening criteria.
“Prior to expert consultation, the research team established the following criteria for indicator screening (23, 24):”
From Construction of nursing-sensitive quality indicators for hemodialysis vascular access: a Delphi study (2026) · cites this paper as [24]
Indicators with a mean importance score ≤ 3.5 were excluded.
“(3) indicators with a mean importance score ≤ 3.5 were excluded.”
From Construction of nursing-sensitive quality indicators for hemodialysis vascular access: a Delphi study (2026) · cites this paper as [24]
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Elo, S., & Kyngäs, H. (2008) · Journal of Advanced Nursing · doi:10.1111/j.1365-2648.2007.04569.x · Cited by 22,617 · cited 1× · see citing works
“0, and the competency elements were extracted using inductive content analysis [20].”
MethodDiamond, I. R., Grant, R. C., Feldman, B. M., Pencharz, P. B., Ling, S. C., Moore, A. M., & Wales, P. W. (2014) · Journal of Clinical Epidemiology · doi:10.1016/j.jclinepi.2013.12.002 · Cited by 3,740 · see citing works
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Research works printed but not linked: 28
- [1]Fang XE, Chen DP, Cheng KY, Mao YJ, Lu M, Tang LL, et al. Cross-cultural adaptation, validity, and reliability of the Chinese version of the Nurses’ Perceptions of Disaster Core Competencies Scale (NPDCC). Ann Palliat Med. 2020; 9(5): 3304– 3312. doi: 10.21037/apm-20-1454 33065785 · DOI
- [2]Murphy GT, Mackenzie A, Alder R, Langley J, Hickey M, Cook A. Pilot-testing an applied competency-based approach to health human resources planning. Health Policy Plan. 2013; 28(7): 739– 49. doi: 10.1093/heapol/czs115 23193192 PMC7574597 · DOI
- [3]Xu S. Study on the construction of a competency index system for flood disaster rescue nurses. Master’s thesis, Jinzhou Medical University. 2018.
- [4]Liu Y, Aungsuroch Y, Sha L, Gunawan J, Zeng D. Construction of evaluation indexes of nursing students’ quality and safety competencies: A Delphi study in China. J Prof Nurs. 2021; 37(3): 501– 509. doi: 10.1016/j.profnurs.2021.01.011 34016306 · DOI
- [5]Zhang X, Meng K, Chen S. Competency framework for specialist critical care nurses: A modified Delphi study. Nurs Crit Care. 2020; 25(1): 45– 52. doi: 10.1111/nicc.12467 31373155 · DOI
- [6]García AG, Pinto-Carral A, Villorejo JS, Marqués-Sánchez P. Nurse Manager Core Competencies: A Proposal in the Spanish Health System. Int J Environ Res Public Health. 2020; 17(9): 3173. doi: 10.3390/ijerph17093173 32370186 PMC7246551 · DOI
- [7]Ablah E, Weist EM, McElligott JE, Biesiadecki LA, Gotsch AR, Keck CW, et al. Public health preparedness and response competency model methodology. Am J Disaster Med. 2013; 8(1): 49– 56. doi: 10.5055/ajdm.2013.0110 23716373 · DOI
- [8]Kan T, Chen CL, Huang Y, Liu JJ, Wang YX, Gui L. Construction of a core emergency response capability index system for medical and nursing staff in infectious disease emergencies. Chinese Journal of Nursing. 2018; 53(04): 461– 466. doi: 10.3761/j.issn.0254-1769.2018.04.017 · DOI
- [9]Ma RH, Huang XY, Tong CY, Li XY. Construction of a core competency evaluation index system for advance nursing staff in emergency response to public health emergencies. Chinese Nursing Education. 2021; 18(06): 485– 489. doi: 10.3761/j.issn.1672-9234.2021.06.001 · DOI
- [10]Lin Y, Zhu XH, Chen Y. Construction of the evaluation indicators for community nurses’ rescue ability to respond to public health emergencies. Chinese Journal of Nursing. 2021; 56(8): 1158– 1164. doi: 10.3761/j.issn.0254-1769.2021.08.006 · DOI
- [11]Han L, Ma YX, Yue SQ, Song XR, Ding ZH, Yan HT, et al. Nursing human resource management in the prevention and control of novel coronavirus pneumonia in the western region. Chinese Journal of Nursing. 2020; 55(03): 355– 358. doi: 10.3761/j.issn.0254-1769.2020.03.007 · DOI
- [12]Zhong S, Cao X, Jiang Y, Li J, Cheng Y, Gu B, et al. Implementation and effectiveness of a nursing human resources deployment program for the emergency treatment of novel coronavirus pneumonia. China Nursing Management. 2020; 20(02): 226– 229. doi: 10.3969/j.issn.1672-1756.2020.02.016 · DOI
- [13]Campos-Luna I, Miller A, Beard A, Leach M. Validation of mouse welfare indicators: a Delphi consultation survey. Sci Rep. 2019; 9(1): 10249. doi: 10.1038/s41598-019-45810-y 31308479 PMC6629659 · DOI
- [14]Black M, Matthews LR, Millington MJ. Using an adapted Delphi process to develop a survey evaluating employability assessment in total and permanent disability insurance claims. Work. 2018; 60(4): 539– 548. doi: 10.3233/WOR-182761 30103361 · DOI
- [15]Belton I, MacDonald A, Wright G, & Hamlin I. Improving the practical application of the Delphi method in group-based judgment: A six-step prescription for a well-founded and defensible process. Technological Forecasting and Social Change. 2019; 147: 72– 82. doi: 10.1016/j.techfore.2019.07.002 · DOI · Paper page
- [16]Fernandez CS. The behavioral event interview: avoiding interviewing pitfalls when hiring. J Public Health Manag Pract. 2006; 12(6): 590– 593. doi: 10.1097/00124784-200611000-00014 17041309 · DOI
- [17]Wang M. A study on the competency model of head nurses in tertiary general hospitals. PhD thesis, Jilin University. 2015.
- [18]Zhang J. A study on the competency evaluation model of responsible nurses in maternity wards with mothers and infants. PhD thesis, The Second Military Medical University. 2013.
- [19]Spencer LM, Spencer SS. Competence at work: models for superior performance. New York: John Wiley & Sons, Ine. 1993: 222– 226.
- [22]Chang AM, Gardner GE, Duffield C, Ramis M-A. A Delphi study to validate an advanced practice nursing tool. J Adv Nurs. 2010; 66(10): 2320– 2330. doi: 10.1111/j.1365-2648.2010.05367.x 20626481 · DOI
- [23]Qiao WL, Yang WH. Construction of an evaluation system for emergency nurses’ ability to respond to public health emergencies. China Nursing Management. 2014; 14(07): 696– 699.
- [24]Bian H, Yu P, Liu HY, Bai YM. Construction of nurse competency indicators in public health emergencies based on the iceberg model. Chinese Journal of Practical Nursing. 2021; 37(27): 2122– 2127. doi: 10.3760/cma.j.cn211501-20201025-04297 · DOI
- [25]Li H, Gu MP, Yang XH. A survey and analysis of the ability of nurses in general hospitals to respond quickly to major infectious disease outbreaks. Journal of Nursing. 2021; 36(04): 58– 61. doi: 10.3870/j.issn.1001-4152.2021.04.058 · DOI
- [26]Wu C, Wu P, Li P, Cheng F, Du Y, He S, et al. Construction of an index system of core competence assessment for infectious disease specialist nurse in China: a Delphi study. BMC Infect Dis. 2021; 21(1): 791. doi: 10.1186/s12879-021-06402-2 34376141 PMC8353424 · DOI
- [27]Ma R, Huang X, Tong C, Li X. Construction of core competency evaluation index system for advance nurses in emergency rescue of public health emergencies. Chinese Nursing Education. 2021; 18(6): 485– 489. doi: 10.3761/j.issn.1672-9234.2021.06.001 · DOI
- [28]Sher L. The impact of the COVID-19 pandemic on suicide rates. QJM. 2020; 113(10): 707– 712. doi: 10.1093/qjmed/hcaa202 32539153 PMC7313777 · DOI · Paper page
- [29]Zheng Y, Li D, Yan J, Chen H, Zhang N, Jiang X, et al. A study on the current situation of nurses’ stress and its influencing factors during the novel coronavirus pneumonia outbreak. Chinese Journal of nursing. 2020; 55: 98– 101.
- [30]Man G, Gu X, Zhao J. Construction of a competency model for specialized nurses in the operating room. Journal of nursing. 2013; 28(12): 42– 44. doi: 10.3870/hlxzz.2013.12.042 · DOI
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Zhang, Y., He, L., Tang, S., Gao, Y., Chen, H., Shi, M., & Chen, L. (2026) · Frontiers in Public Health · doi:10.3389/fpubh.2026.1858484
- Authors
- Bai, X., Gan, X., Yang, R., Zhang, C., Luo, X., Luo, C., & Chen, S.
- Affiliations
- Second Affiliated Hospital of Chongqing Medical University (CN)
- Chongqing Medical University (CN)
- Corresponding author
- Gan, Xiuni
- Venue
- PLOS ONE
- Publisher
- Public Library of Science (PLoS)
- Published
- 2022-07-01
- Volume
- 17
- Issue
- 7
- Pages
- e0270902
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC9249240
- OpenAlex
- W4283748962
- Cited by
- 24
- References
- 2
- Citations by year
- 2026: 4 · 2025: 7 · 2024: 10 · 2023: 2 · 2022: 1
- FWCI
- 7.19
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Chongqing Science and Health Joint Medical Research Project (2020FYYX011)
- The Chinese Nursing Association’s 2020 Annual Project on Scientific Research (ZHKY202004)
- Topics
- Social Sciences › Sociology and Political Science › Delphi Technique in Research
- Social Sciences › Psychology › Social Psychology › Competency Development and Evaluation
- Social Sciences › Education › Health Education and Validation
- Keywords
- nursing competencies, frontline nurses, infectious disease outbreaks, nursing skills, infectious disease knowledge, nursing human resource allocation, nursing staff training
- MeSH terms
- China, Communicable Diseases, Delphi Technique, Disease Outbreaks, Humans, Surveys and Questionnaires
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