| Literature DB >> 28686322 |
Morena Ustulin1, Junghoon Woo2, Jeong-Taek Woo3, Sang Youl Rhee3.
Abstract
AIMS/Entities:
Keywords: Costs; Diabetes; Hypoglycemia
Mesh:
Year: 2017 PMID: 28686322 PMCID: PMC5835454 DOI: 10.1111/jdi.12712
Source DB: PubMed Journal: J Diabetes Investig ISSN: 2040-1116 Impact factor: 4.232
Figure 1Overall data description. The total number of visits to the emergency department (ED) is the sum of the number of visits of frequent ED (FED) users and occasional ED users, but only considering the visits where the patients were declared to have type 2 diabetes mellitus as a primary or secondary disease. DM, diabetes mellitus; HIRA‐NPS, Health Insurance Review and Assessment Service national patient samples; No ED, non‐emergency department users; T1DM, type 1 diabetes mellitus.
Characteristics of the frequent emergency department, occasional emergency department and non‐emergency department users among people with type 2 diabetes mellitus (univariate analysis)
| Variable | No ED | OED | FED |
|
|---|---|---|---|---|
| One‐way | ||||
| Subjects | 101,185 | 7,378 | 849 | |
| Age, years (95% Cl) | 62.1 (61.9–62.2) | 62.9 (62.6–63.2) | 63.1 (62.2–64.1) | <0.001 |
| Treatment duration, days (95% Cl) | 4.8 (4.8–4.9) | 19.1 (18.9–19.4) | 19 (18.3–19.7) | <0.001 |
| Duration of hospitalization, days (95% Cl) | 2.4 (2.3–2.4) | 11.1 (11.0 – 11.3) | 13.9 (13.5–14.3) | <0.001 |
| Health expenses, $ (95% Cl) | 168 (163–174) | 1,765 (1,745–1,784) | 1,879 (1,822– 1,936) | <0.001 |
| Health self‐expenses, $ (95% Cl) | 35 (34–36) | 318 (314–321) | 263 (253–272) | <0.001 |
This part of the analysis included just 64,758 patients (frequent emergency department users [FED] = 806, occasional emergency department users [OED] = 7,090, non‐emergency department users [No ED] = 56,862) with information on the drugs taken. 95% CI, 95% confidence interval; DPP4, dipeptidyl peptidase‐4.
Top 10 primary diagnoses among frequent and occasional emergency department users with type 2 diabetes
| Disease (KCD5 code) | Total visit frequency (%) | Frequency of visits by FED (%) | Frequency of visits by OED (%) |
|---|---|---|---|
| Cerebral infarction (I63.9) | 244 (2.2) | 51 (2) | 193 (2.3) |
| End‐stage renal disease (N18.6) | 225 (2) | 63 (2.3) | 162 (2) |
| Chronic renal failure (N18.9) | 224 (2) | 74 (2.8) | 150 (1.8) |
| Acute tubulo‐interstitial nephritis (N10) | 193 (1.7) | 18 (0.7) | 175 (2.1) |
| Hypertension (I10) | 185 (1.7) | 60 (2.3) | 125 (1.5) |
| Pneumonia (J18.9) | 161 (1.5) | 28 (1) | 133 (1.6) |
| Hypoglycemia (E16.2) | 142 (1.3) | 12 (0.5) | 130 (1.6) |
| Myocardial infarction (acute) (I21.9) | 113 (1) | 9 (0.3) | 104 (1.3) |
| Angina pectoris (I20.0) | 106 (1) | 12 (0.5) | 94 (1.1) |
| Other cerebral infarction (I63.8) | 89 (0.8) | 25 (0.9) | 64 (0.8) |
FED, frequent emergency department users; OED, occasional emergency department users.
Characteristics of frequent emergency department users with type 2 diabetes mellitus (multivariate analysis)
| Variables | Estimated OR (type 2 diabetes mellitus FED vs OED users) | 95% CI for OR |
| Estimated OR (type 2 diabetes mellitus FED vs no ED users) | 95% CI for OR |
|
|---|---|---|---|---|---|---|
| Age | 1.004 | 0.999–1.010 | 0.1037 | 1.003 | 0.997–1.008 | 0.3527 |
| Sex (ref. male) | 0.779 | 0.668–0.909 | 0.0015 | 0.696 | 0.600–0.808 | <0.001 |
| Treatment duration | 0.946 | 0.934–0.958 | <0.001 | 1.013 | 1.007–1.019 | <0.001 |
| Comorbidity (ref. no) | 2.308 | 1.379–3.861 | 0.0015 | 2.097 | 1.290–3.410 | 0.0028 |
| Death (ref. no) | 0.711 | 0.447–1.133 | 0.1514 | 1.949 | 1.186–3.202 | 0.0085 |
| Operation for primary diagnosis (ref. no) | 1.099 | 0.907–1.333 | 0.3359 | 1.505 | 1.228–1.844 | <0.001 |
| Hospitalization duration | 1.070 | 1.056–1.085 | <0.001 | 1.050 | 1.041–1.058 | <0.001 |
| Health expenses | >1 | 1.000–1.000 | 0.1308 | >1 | 1.000–1.000 | <0.001 |
| Health self‐ expenses | >1 | 1.000–1.000 | 0.2484 | >1 | 1.000–1.000 | 0.0049 |
| Other departments (ref. no) | 0.737 | 0.617–0.880 | 0.0007 | – | – | – |
| Medical protection (ref. no) | 2.923 | 2.464–3.467 | <0.001 | 2.778 | 2.385–3.236 | <0.001 |
| Sulfonylurea | 1.310 | 1.088–1.577 | 0.004 | 1.473 | 1.216–1.783 | <0.001 |
| Metformin | 1.104 | 0.916–1.330 | 0.301 | 1.202 | 0.990–1.459 | 0.063 |
| Insulin | 1.324 | 1.128–1.554 | <0.001 | 2.722 | 2.323–3.189 | <0.001 |
| DPP4 inhibitor | 0.703 | 0.318–1.557 | 0.385 | 0.669 | 0.311–1.440 | 0.304 |
| Meglitinide | 1.308 | 0.930–1.841 | 0.123 | 1.496 | 1.062–2.107 | 0.021 |
| Thiazolidinedione | 1.890 | 1.264–2.824 | 0.002 | 1.357 | 0.940–1.958 | 0.103 |
| Alpha‐glucosidase inhibitor | 1.524 | 1.232–1.886 | <0.001 | 1.431 | 1.153–1.776 | 0.001 |
†The effect of each variable was corrected for all other variables in the model. ‡For the health expenses and health self‐expenses, the odds ratios (OR) were >1 and very close to it, but the small discrepancy from 1 was significant. §The part of the analysis examining the taken drugs used only part of the initial sample (64,758 patients), as not all patients had information on treatment. 95% CI, 95% confidence interval. FED, frequent emergency department users; no ED, non‐emergency department users; OED, occasional emergency department users.