The primary objective of this study was to examine the patient comprehension of diabetes self-management instructions provided at hospital discharge as an associated risk of readmission.
...Noncritically ill patients with diabetes completed patient comprehension questionnaires (PCQ) within 48 hours of discharge. PCQ scores were compared among patients with and without readmission or emergency department (ED) visits at 30 and 90 days. Glycemic measures 48 hours preceding discharge were investigated. Diabetes Early Readmission Risk Indicators (DERRIs) were calculated for each patient.
Of 128 patients who completed the PCQ, scores were similar among those with 30-day (n = 31) and 90-day (n = 54) readmission compared with no readmission (n = 72) (79.9 ± 14.4 vs 80.4 ± 15.6 vs 82.3 ± 16.4, respectively) or ED visits. Clarification of discharge information was provided for 47 patients. PCQ scores of 100% were achieved in 14% of those with and 86% without readmission at 30 days (P = .108). Of predischarge glycemic measures, glycemic variability was negatively associated with PCQ scores (P = .035). DERRIs were significantly higher among patients readmitted at 90 days but not 30 days.
These results demonstrate similar PCQ scores between patients with and those without readmission or ED visits despite the need for corrective information in many patients. Measures of glycemic variability were associated with PCQ scores but not readmission risk. This study validates DERRI as a predictor for readmission at 90 days.
Several risk factors for hospital readmission in patients with diabetes (DM) have been identified. The Diabetes Early Readmission Risk Indicator (DERRITM) is a tool that identifies patients at high ...risk for readmission within 30 days of hospital discharge, but does not incorporate several DM specific factors such as type of DM and pre-discharge glycemic measures. The purpose of this investigation was to prospectively examine DM specific factors and DERRI scores as predictors of readmission risk at 90 days in participants in the Readmission and Comprehension of Discharge Education in Diabetes (RECODED) study. Among the 126 patients, (age mean (STD) 61(12) yrs, BMI 32.9 (9.6) kg/m2, A1c 8.0 (2.2%), 45% women, 22% Black, 85% type 2 DM), readmission occurred in 54 (42.9%) of patients within 90 days of discharge. Factors identified as predicting risk for hospital readmission included the presence of known macrovascular (CAD, p = 0.039; CHF, p = 0.029; CVA, p = 0.054) but not microvascular complications. DERRI scores were higher in those with a readmission compared to those without (27 ± 12% vs. 20 ± 11%, p = 0.006).No differences were observed for age, BMI, type of diabetes, eGFR, history of DM self-management education, inpatient DM service consultation, education level, employment history, A1c, pre-discharge hypoglycemia, hyperglycemia or glycemic variability, or hospital length of stay among those with and without a readmission.
In summary, these results reinforce the complexity of identifying risk factors for hospital readmission in DM patients. Certain macrovascular complications, which are collectively components of the DERRI, individually demonstrate an association with readmission risk at 90 days, as does DERRI. This is the first demonstration of DM related macrovascular complications and DERRI score as a predictor of readmission beyond 30 days of hospital discharge.
Disclosure
D. Pinkhasova: None. J. Swami: None. N. Patel: None. A. Donihi: None. L.M. Siminerio: Research Support; Self; Becton, Dickinson and Company. K. Delisi: None. D.S. Hlasnik: None. D.J. Rubin: None. M.T. Korytkowski: None.
Funding
National Institutes of Health (UL1TR001857)
Abstract
Background
Post-operative renal transplant recipients with diabetes mellitus are managed by ad hoc insulin regimen which is highly variable among providers and transplant centers. We ...implemented a standardized insulin dosing protocol after renal transplantation based on several key variables particularly post-transplant steroid use.
Methods
The standardized insulin dosing protocol was implemented on July 1st, 2020. Patients with a history of diabetes mellitus who underwent renal transplants from July 2020-July 2021 were reviewed. After being seen by the endocrinology consultation service, a weight-based insulin dosing protocol based on corticosteroid dose was started and continued for 5 days postoperatively. As a control, data from patients who underwent renal transplantation between January 2019 to December 2019, and were seen by endocrinology for post-op hyperglycemia management, was collected in an identical fashion.
Results
The post protocol implementation group (N=39) had an average age of 59.6 and of BMI 31 kg/m2 with the majority being type II diabetes mellitus (84%). The control group (N=40) had an average age of 60.4 and BMI of 33 kg/m2. Type II diabetes mellitus similarly represented at 82%. Post-op inpatient target blood glucose was 101-180. Fasting and postprandial blood glucose (BG) data were gathered after chart review. Five hundred fifty-five fasting blood glucose (FSBG) checks were included for post protocol group vs 628 for the control group. Blood glucose was within the target range 37.8% for the protocol group and 28.9% for the control group. There were 8 (1.4%) hypoglycemic episodes (BG <70) in intervention group vs 5 (0.79%) in control group. Hyperglycemia was stratified into 3 tiers: 181-220, 221-300, >300. Hyperglycemia (BG 241-300) was observed 14.9% in the post protocol group vs 22.7%. Severe hyperglycemia (BG>300)was documented in 7.3% post protocol vs 15.6%. Among the post protocol group, no patient was started on insulin drip whereas 5 patients were started on insulin drip in the control groups.
Conclusion
Renal transplantation patients are susceptible to hypo- and hyperglycemic events leading to poor graft outcomes. Glycemic control is central in reducing event rates. Post renal transplantation diabetes management using a graded insulin protocol in accordance with steroid dosing was highly efficacious in our academic medical center. Using a standardized insulin protocol patients demonstrated superior glucose control and less IV insulin usage.
Presentation: No date and time listed
Diabetes (DM) is a major contributor to risk for hospital readmission. The Diabetes Early Readmission Risk Indicator (DERRI) is a predictor of 30-day readmission in patients with DM that may allow ...early identification and intervention for high-risk patients. A limitation to DERRI is the absence of DM-specific factors as contributors to this risk. To address this, we investigated HbA1c, glycemic measures and variability (GV), changes in DM therapy at discharge, and patient responses to a novel post-discharge questionnaire directed at Patient Comprehension (PC) of instructions provided for home DM management. Non-critically ill adult patients with DM were contacted by phone within 48 hours of hospital discharge to complete the PC Questionnaire. To date, 70 subjects (type 1 n=9, type 2 n=53, pancreatogenic DM n=8) (mean age 57.2 ± 12.8 years, BMI 31 ± 8.8 kg/m2, 56% men, 71% Caucasian, HbA1c 8.6 ± 2.0%, DM duration 19 ± 12 years, mean BG prior to discharge (210 ± 49 mg/dL), GV (66 ± 35 mg/dl) have been recruited. Of 41 subjects completing the PC questionnaire, those reporting that discharge instructions for home DM management were not provided had lower PC scores (70.6% vs. 81.5%, p=0.025) and more readmissions (OR 5.6, p=0.04) than those reporting that instructions were given. Among the 60 subjects with one-month post-discharge data, 22 patients (37%) reporting ≥1 readmission had higher DERRI scores than those without readmissions (26% vs. 20%, p=0.023). HbA1c, GV and changes in DM treatment regimens were not associated with readmission.
In summary, these results demonstrate that PC of discharge instructions may be a novel mediator of readmission risk and may add an additional measure of risk for hospital readmission.
Disclosure
J. Swami: None. A. Donihi: None. E. Karslioglu French: None. K. Delisi: None. D.S. Hlasnik: None. N. Patel: None. D. Pinkhasova: None. D.J. Rubin: Research Support; Self; AstraZeneca, Boehringer Ingelheim Pharmaceuticals, Inc. M.T. Korytkowski: Advisory Panel; Self; Novo Nordisk Inc.. Other Relationship; Self; JAEB Center For Health Research.
Hospitalized patients with DM are at high risk for early readmission. Improving inpatient education and discharge (DC) processes are proposed interventions for reducing this risk.
We examined the ...contribution of blood glucose (BG) 48 hr prior to DC (nadir, peak, STD, CV) and patient comprehension (PC) of instructions for home DM management following DC to risk for 30d readmission.
Insulin treated non-critically ill patients with DM (N=202) were recruited. Diabetes Early Readmission Risk Indicators (DERRI) were calculated for each participant, who were contacted within 48 hr of DC to complete a PC Questionnaire (PCQ).
Of 126 participants age mean (STD) 61(12) years, BMI 32.9 (9.6) kg/m2, A1c 8.0 (2.2%), 45% women, 22% black, 85% type 2DM who completed the PCQ, 42 (33%) required clarification of misunderstood DC instructions. PC scores were negatively correlated with BG STD (-0.17, 95% CI:-0.32,-0.02) and CV (-0.38, -0.7, -0.05).
There was no difference in median (25ile, 75ile) PC scores between patients with and without 30d readmission (79 (67, 93%) vs.83 (71,100%), p=0.19); however, there were more readmissions in those with PC scores <100% compared to scores of 100% (n = 34) (29% vs. 15%, OR=2.4, 95% CI: 0.83, 6.88).
Among all 202 participants, median DERRI scores were higher in the 25% with 30d readmission (27 (24, 30)) than those without (19 (20, 24), p = 0.002).
In summary, these results demonstrate deficiencies in the hospital DC process as demonstrated by the need for clarification of information in >30% of patients following DC. It is possible that this corrected information may have served as an intervention to reduce readmission risk. PC scores were negatively associated with glycemic variability preceding DC and scores <100% were associated with a higher risk for readmission. DERRI scores were strongly associated with risk for 30d readmissions, representing the first prospective external validation of this tool. These results support proposals to improve the DC process and post-DC follow-up of patients with DM.
Disclosure
D. Pinkhasova: None. J. Swami: None. N. Patel: None. A. Donihi: None. L.M. Siminerio: None. E. Karslioglu French: None. K. Delisi: None. D.S. Hlasnik: None. D.J. Rubin: Research Support; Self; AstraZeneca, Boehringer Ingelheim Pharmaceuticals, Inc. M.T. Korytkowski: None.
Funding
National Institutes of Health (UL1-TR-001857)
Gender differences have been described for glycemic control and prevalence of diabetes related complications in the outpatient setting but have not been examined in the hospitalized population. To ...address this, we investigated gender differences in demographics, glycemic control and variability (GV), macrovascular and microvascular complications, and admission diagnosis in non-critically ill hospitalized patients with a secondary diagnosis of diabetes recruited for the Readmission and Comprehension of Diabetes Education at Discharge (ReCoDED) Study. To date, 111 men and 87 women have been recruited, with the majority having type 2 DM (86 vs. 79%). Participants age (men vs. women) was 60.6 ± 11.7 vs. 57.6 ± 11.8 years, BMI 32.2 ± 8.4 vs. 32.1 ± 10.6 kg/m2, systolic (SBP) 136 ± 26 vs. 127 ± 23 mmHg, diastolic (DBP) 77 ± 13 vs. 75 ± 14 mmHg, HbA1c 8.0 ± 2.3 vs. 8.3% ± 2.5%, and DM duration 14.5 ± 10.4 vs. 14.1 ± 11.6 years. Race, education, and employment were similar. Men had more retinopathy (23 vs. 16%) and nephropathy (40 vs. 28%), but not neuropathy (60 vs. 63%). Women had a lower prevalence of CAD (49 vs. 36%), but a similar prevalence of CHF (37 vs. 37%), stroke (15 vs. 18%), and PVD (18 vs. 17%). The most frequent admission diagnoses were CVD (37 vs. 22%) and infection (10 vs. 19%). Mean blood glucose (BG) (198 ± 51 vs. 200 ± 54 mg/dl), GV (177 ± 80 vs. 182 ± 112 mg/dl), frequency of hypoglycemia (BG < 70 mg/dl) and hyperglycemia (BG >250 mg/dl) were similar in the 48 hours prior to discharge. Length of stay was 7.8 ± 6.9 vs. 8.3 ± 7.4 days.
In summary, this gender-based description of glycemic control and prevalence of diabetes-related complications in an inpatient population demonstrates that hospitalized women with DM have fewer microvascular complications, a lower prevalence of CAD but a similar prevalence of CHF, stroke and PVD when compared to men, despite similar BMI and DM duration. These findings will be examined as a risk factor for hospital readmissions in this ongoing study.
Disclosure
N. Patel: None. D. Pinkhasova: None. A. Donihi: None. E. Karslioglu French: None. L.M. Siminerio: None. K. Delisi: None. D.S. Hlasnik: None. M.T. Korytkowski: None.
The purpose of this prospective observational cohort study was to examine sex differences in glycemic measures, diabetes-related complications, and rates of postdischarge emergency room (ER) visits ...and hospital readmissions in non-critically ill, hospitalized patients with diabetes.
Demographic data including age, body mass index, race, blood pressure, reason for admission, diabetes medications at admission and discharge, diabetes-related complications, laboratory data (hematocrit, creatinine, hemoglobin A1c, point-of-care blood glucose measures), length of stay (LOS), and discharge disposition were collected. Patients were followed for 90 days following hospital discharge to obtain information regarding ER visits and readmissions.
120 men and 100 women consented to participate in this study. There were no sex differences in patient demographics, diabetes duration or complications, or LOS. No differences were observed in the percentage of men and women with an ER visit or hospital readmission within 30 (39% vs 33%, p=0.40) or 90 (60% vs 49%, p=0.12) days of hospital discharge. More men than women experienced hypoglycemia prior to discharge (18% vs 8%, p=0.026). More women were discharged to skilled nursing facilities (p=0.007).
This study demonstrates that men and women hospitalized with an underlying diagnosis of diabetes have similar preadmission glycemic measures, diabetes duration, and prevalence of diabetes complications. More men experienced hypoglycemia prior to discharge. Women were less likely to be discharged to home. Approximately 50% of men and women had ER visits or readmissions within 90 days of hospital discharge.
NCT03279627.
A comprehensive first visit with a gynecologist can lay the groundwork for positive health outcomes throughout a female adolescent's life. This visit gives the clinician the opportunity to gauge both ...the physical and psychosocial health and development of the adolescent patient. Physical screening should be combined with an assessment of the patient's environment and risk behaviors along with counseling on healthy behavior for both the patient and her parent or guardian.
An experimental study of the effects of a didactic teaching approach and a constructivist teaching approach on 3rd- and 5th-grade boys' and girls' performance on arithmetic computation problems was ...conducted. Two groups of children, matched on the basis of initial computation performance as well as grade and gender, were taught how to solve arithmetic problems using one of these two instructional approaches. Analysis of subsequent computation test performance revealed that 5th graders scored higher than 3rd graders, and there was a significant interaction between gender and instruction group. After instruction, girls in the didactic group outperformed boys in both instruction groups and girls who had been taught using constructivist approaches. Gender differences in computation performance can appear relatively early, by 3rd grade, if didactic instruction strategies are used to teach computational rules. The pattern of gender differences suggests that didactic teaching does not handicap boys. Rather, it appears that didactic instruction enhances computational performance in girls.
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