1Yonsei University College of Nursing and Intensive Care Unit, Division of Nursing, Severance Hospital, Yonsei University Health System, Seoul, Korea
2Yonsei University College of Nursing and Division of Cardiovascular Surgery, Division of Nursing, Severance Hospital, Yonsei University Health System, Seoul, Korea
3Yonsei University College of Nursing, Mo-Im Kim Nursing Research Institute, Seoul, Korea
© 2026 The Korean Society of Critical Care Medicine
This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/) which permits unrestricted non-commercial use, distribution, and reproduction in any medium, provided the original work is properly cited.
CONFLICT OF INTEREST
No potential conflict of interest relevant to this article was reported.
FUNDING
None.
ACKNOWLEDGMENTS
None.
AUTHOR CONTRIBUTIONS
Conceptualization: EH, EP. Methodology: EH, EP, EGO. Data curation: EH, EP. Visualization: EH. Project administration: EH, EP, EGO. Funding acquisition: EH, EP. Writing – original draft: EH, EP. Writing – review & editing: EH, EP, EGO. All authors read and agreed to the published version of the manuscript.
| Study | Outcome/result | Internal validity bias related to: | Statistical conclusion validity | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Temporal precedence | Selection and allocation | Confounding factors | Administration of intervention/exposure | Assessment, detection, and measurement of the outcome | Participant retention | |||||
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | ||
| Yoo et al. (2015) [20] | Glucose variability | Y | Y | Y | Y | Y | Y | Y | Y | Y |
| Hypoglycemia | Y | Y | Y | Y | Y | |||||
| Hyperglycemia | Y | Y | Y | Y | Y | |||||
| Arnold et al. (2015) [22] | Glucose variability | Y | Y | Y | UC | Y | Y | UC | Y | UC |
| Hypoglycemia | Y | Y | UC | Y | UC | |||||
| Hyperglycemia | NA | NA | NA | NA | NA | |||||
| Compton et al. (2017) [26] | Glucose variability | Y | Y | UC | Y | NA | NA | NA | NA | NA |
| Hypoglycemia | Y | Y | Y | Y | UC | |||||
| Hyperglycemia | Y | Y | Y | Y | UC | |||||
| Van Berkel et al. (2017) [23] | Glucose variability | Y | Y | UC | UC | NA | NA | NA | NA | NA |
| Hypoglycemia | Y | Y | Y | UC | UC | |||||
| Hyperglycemia | NA | NA | NA | NA | NA | |||||
| Rodriguez-Calero et al. (2019) [25] | Glucose variability | Y | Y | Y | Y | NA | NA | NA | NA | NA |
| Hypoglycemia | Y | Y | Y | UC | Y | |||||
| Hyperglycemia | Y | Y | Y | UC | Y | |||||
| Yoo et al. (2021) [21] | Glucose variability | Y | Y | Y | Y | Y | Y | Y | Y | Y |
| Hypoglycemia | Y | Y | Y | Y | Y | |||||
| Hyperglycemia | Y | Y | Y | Y | Y | |||||
| González-Caro et al. (2022) [24] | Glucose variability | Y | Y | Y | Y | NA | NA | NA | NA | NA |
| Hypoglycemia | Y | Y | Y | Y | Y | |||||
| Hyperglycemia | NA | NA | NA | NA | NA | |||||
| Study | Country | Type of ICU | Protocol type |
|---|---|---|---|
| Yoo et al. (2015) [20] | Korea | CSICU | Continuous intravenous insulin infusion protocol |
| Arnold et al. (2015) [22] | United States | ICU | Hypoglycemia management protocol |
| Compton et al. (2017) [26] | Germany | MICU | Continuous intravenous insulin infusion protocol |
| Van Berkel et al. (2017) [23] | United States | NCCU, SICU | Hypoglycemia management protocol |
| Rodriguez-Calero et al. (2019) [25] | Spain | MICU, SICU | Continuous intravenous insulin infusion protocol |
| Yoo et al. (2021) [21] | Korea | CSICU | Continuous intravenous insulin infusion protocol |
| González-Caro et al. (2022) [24] | Spain | CSICU | Continuous intravenous insulin infusion protocol |
| Study | Glucose target (mg/dl) | Glucose monitoring frequency | Application to oral nutrition patients | Implementation method |
|---|---|---|---|---|
| Yoo et al. (2015) [20] | 110–150 | 2hr (30min in case of hypoglycemia) | Not applicable | Paper-based |
| Arnold et al. (2015) [22] | 120–150 (80–110: cardiac surgery patients) | 15 min | Not reported | Paper-based |
| Compton et al. (2017) [26] | 140–180 | 1–4 hr | Not reported | Paper-based |
| Van Berkel et al. (2017) [23] | 110–150 | 15 min | Not reported | Paper-based |
| Rodriguez-Calero et al. (2019) [25] | 140–180 | 1 hr | Not applicable | Computer-based calculator |
| Yoo et al. (2021) [21] | 100–180 | 2–4 hr | Not applicable | Computer-based calculator |
| González-Caro et al. (2022) [24] | 100–160 | 30 min–4 hr | Not reported | Automated infusion pump |
| Study | Glucose variability | Incidence of hypoglycemia | Incidence of hyperglycemia |
|---|---|---|---|
| Yoo et al. (2015) [20] | IG<CGa) | IG<CGa) | IG<CGa) |
| Arnold et al. (2015) [22] | IG<CGa) | NA | NA |
| Compton et al. (2017) [26] | NA | IG<CGa) | Not significant |
| Van Berkel et al. (2017) [23] | NA | IG>CGa),b) | NA |
| Rodriguez-Calero et al. (2019) [25] | NA | Not significant | 181–200: IG>CGa), >200: IG<CGa) |
| Yoo et al. (2021) [21] | IG<CGa) | IG<CGa) | 181–200: IG>CGa), 201–300: not significant, >300: IG<CGa) |
| González-Caro et al. (2022) [24] | NA | Not significant | NA |
| Study | Outcome/result | Internal validity bias related to: | Statistical conclusion validity | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Temporal precedence | Selection and allocation | Confounding factors | Administration of intervention/exposure | Assessment, detection, and measurement of the outcome | Participant retention | |||||
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | ||
| Yoo et al. (2015) [20] | Glucose variability | Y | Y | Y | Y | Y | Y | Y | Y | Y |
| Hypoglycemia | Y | Y | Y | Y | Y | |||||
| Hyperglycemia | Y | Y | Y | Y | Y | |||||
| Arnold et al. (2015) [22] | Glucose variability | Y | Y | Y | UC | Y | Y | UC | Y | UC |
| Hypoglycemia | Y | Y | UC | Y | UC | |||||
| Hyperglycemia | NA | NA | NA | NA | NA | |||||
| Compton et al. (2017) [26] | Glucose variability | Y | Y | UC | Y | NA | NA | NA | NA | NA |
| Hypoglycemia | Y | Y | Y | Y | UC | |||||
| Hyperglycemia | Y | Y | Y | Y | UC | |||||
| Van Berkel et al. (2017) [23] | Glucose variability | Y | Y | UC | UC | NA | NA | NA | NA | NA |
| Hypoglycemia | Y | Y | Y | UC | UC | |||||
| Hyperglycemia | NA | NA | NA | NA | NA | |||||
| Rodriguez-Calero et al. (2019) [25] | Glucose variability | Y | Y | Y | Y | NA | NA | NA | NA | NA |
| Hypoglycemia | Y | Y | Y | UC | Y | |||||
| Hyperglycemia | Y | Y | Y | UC | Y | |||||
| Yoo et al. (2021) [21] | Glucose variability | Y | Y | Y | Y | Y | Y | Y | Y | Y |
| Hypoglycemia | Y | Y | Y | Y | Y | |||||
| Hyperglycemia | Y | Y | Y | Y | Y | |||||
| González-Caro et al. (2022) [24] | Glucose variability | Y | Y | Y | Y | NA | NA | NA | NA | NA |
| Hypoglycemia | Y | Y | Y | Y | Y | |||||
| Hyperglycemia | NA | NA | NA | NA | NA | |||||
| Study | Country | Type of ICU | Protocol type |
|---|---|---|---|
| Yoo et al. (2015) [20] | Korea | CSICU | Continuous intravenous insulin infusion protocol |
| Arnold et al. (2015) [22] | United States | ICU | Hypoglycemia management protocol |
| Compton et al. (2017) [26] | Germany | MICU | Continuous intravenous insulin infusion protocol |
| Van Berkel et al. (2017) [23] | United States | NCCU, SICU | Hypoglycemia management protocol |
| Rodriguez-Calero et al. (2019) [25] | Spain | MICU, SICU | Continuous intravenous insulin infusion protocol |
| Yoo et al. (2021) [21] | Korea | CSICU | Continuous intravenous insulin infusion protocol |
| González-Caro et al. (2022) [24] | Spain | CSICU | Continuous intravenous insulin infusion protocol |
| Study | Glucose target (mg/dl) | Glucose monitoring frequency | Application to oral nutrition patients | Implementation method |
|---|---|---|---|---|
| Yoo et al. (2015) [20] | 110–150 | 2hr (30min in case of hypoglycemia) | Not applicable | Paper-based |
| Arnold et al. (2015) [22] | 120–150 (80–110: cardiac surgery patients) | 15 min | Not reported | Paper-based |
| Compton et al. (2017) [26] | 140–180 | 1–4 hr | Not reported | Paper-based |
| Van Berkel et al. (2017) [23] | 110–150 | 15 min | Not reported | Paper-based |
| Rodriguez-Calero et al. (2019) [25] | 140–180 | 1 hr | Not applicable | Computer-based calculator |
| Yoo et al. (2021) [21] | 100–180 | 2–4 hr | Not applicable | Computer-based calculator |
| González-Caro et al. (2022) [24] | 100–160 | 30 min–4 hr | Not reported | Automated infusion pump |
| Study | Glucose variability | Incidence of hypoglycemia | Incidence of hyperglycemia |
|---|---|---|---|
| Yoo et al. (2015) [20] | IG<CG |
IG<CG |
IG<CG |
| Arnold et al. (2015) [22] | IG<CG |
NA | NA |
| Compton et al. (2017) [26] | NA | IG<CG |
Not significant |
| Van Berkel et al. (2017) [23] | NA | IG>CG |
NA |
| Rodriguez-Calero et al. (2019) [25] | NA | Not significant | 181–200: IG>CG |
| Yoo et al. (2021) [21] | IG<CG |
IG<CG |
181–200: IG>CG |
| González-Caro et al. (2022) [24] | NA | Not significant | NA |
Y: yes; UC: unclear; NA: not applicable.
ICU: intensive care unit; CSICU: cardiothoracic surgical intensive care unit; MICU: medical intensive care unit; NCCU: neurosciences critical care unit; SICU: surgical intensive care unit.
ICU: intensive care unit.
ICU: intensive care unit; IG: intervention group; CG: comparison group; NA: not applicable. Statistically significant at a level of 0.05; Treated hypoglycemia reported instead of overall incidence.