Tianze Jiao
Assistant Professor
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About
Tianze Jiao is an Assistant Professor at the University of Florida, USA. His research interests encompass drug interactions and efficacy endpoints in combined oral contraceptives, as well as the utilization patterns of glucose-lowering medications. He has also contributed to the understanding of healthcare outcomes in diabetes management and cardiovascular health through advanced statistical modeling and machine learning techniques.
Articles (12)
Year:
2025
Year:
2025
Year:
2024
Year:
2024
Year:
2024
Year:
2023
Year:
2023
OBJECTIVE Patients with severe hypoglycemia (SH) or diabetic ketoacidosis (DKA) experience high hospital readmission after being discharged. Cognitive impairment (CI) may further increase the risk, especially in those experiencing an interruption of medical care after discharge. This study examined the effect modification role of postdischarge care (PDC) on CI-associated readmission risk among U.S. adults with diabetes initially admitted for DKA or SH. RESEARCH DESIGN AND METHODS We used the Nationwide Readmissions Database (NRD) (2016–2018) to identify individuals hospitalized with a diagnosis of DKA or SH. Multivariate Cox regression was used to compare the all-cause readmission risk at 30 days between those with and without CI identified during the initial hospitalization. We assessed the CI-associated readmission risk in the patients with and without PDC, an effect modifier with the CI status. RESULTS We identified 23,775 SH patients (53.3% women, mean age 65.9 ± 15.3 years) and 140,490 DKA patients (45.8% women, mean age 40.3 ± 15.4 years), and 2,675 (11.2%) and 1,261 (0.9%), respectively, had a CI diagnosis during their index hospitalization. For SH and DKA patients discharged without PDC, CI was associated with a higher readmission risk of 23% (adjusted hazard ratio [aHR] 1.23, 95% confidence interval 1.08–1.40) and 35% (aHR 1.35, 95% confidence interval 1.08–1.70), respectively. However, when patients were discharged with PDC, we found PDC was an effect modifier to mitigate CI-associated readmission risk for both SH and DKA patients (P < 0.05 for all). CONCLUSIONS Our results suggest that PDC can potentially mitigate the excessive readmission risk associated with CI, emphasizing the importance of postdischarge continuity of care for medically complex patients with comorbid diabetes and CI.
Year:
2023
Year:
2022
Year:
2022
Year:
2021
Year:
2021
Collaborators (5)
Lizheng Shi
-
Hui Shao
-
Piaopiao Li
University of Florida
Antonios Douros
Adjunct Professor
McGill University
Janie Coulombe
Assistant Professor of Statistics
Université de Montréal
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