| Literature DB >> 30540832 |
Beatriz Hemo1,2, Danit R Shahar2, Dikla Geva2, Anthony D Heymann3.
Abstract
OBJECTIVES: Disease registry for diabetes care encourages transparency and benchmarking of quality of care (QoC) measurements for all service providers and seems to improve diabetes care. This study evaluate changes over time in QoC measurement performance in a large diabetes registry among newly diagnosed diabetics and it association with mortality.Entities:
Mesh:
Substances:
Year: 2018 PMID: 30540832 PMCID: PMC6291131 DOI: 10.1371/journal.pone.0208539
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
New onset diabetics by year of diagnosis and baseline characteristics.
| Diabetes diagnosis year | |||||||||
|---|---|---|---|---|---|---|---|---|---|
| 2000 | 2001 | 2002 | 2003 | 2004 | 2005 | 2006 | 2007 | 2008 | |
| mean age | 60.24 | 60.48 | 59.56 | 59.92 | 60.38 | 60.28 | 60.20 | 59.89 | 59.84 |
| median age | 59.78 | 59.89 | 58.16 | 58.02 | 58.46 | 58.70 | 58.92 | 58.92 | 58.98 |
| Gender-male % | 52.4 | 52.4 | 53.7 | 53.7 | 52.1 | 53.8 | 54.3 | 53.4 | 53.4 |
| HbA1c mean | 7.76 | 7.45 | 7.35 | 7.33 | 7.23 | 7.03 | 7.13 | 7.15 | 7.26 |
| SES: low | 24.8 | 23.2 | 24.9 | 24.5 | 23.1 | 24.4 | 24.5 | 22.7 | 24.9 |
| medium | 58.3 | 59.6 | 57.4 | 57.9 | 58.3 | 58.0 | 57.8 | 59.1 | 58.2 |
| High | 17.0 | 17.2 | 17.7 | 17.7 | 18.6 | 17.6 | 17.8 | 18.2 | 16.8 |
| ACR mean | 47.50 | 36.84 | 26.87 | 28.27 | 26.65 | 27.96 | 28.42 | 26.22 | 29.60 |
| BMI mean | 32.55 | 31.61 | 31.68 | 31.99 | 31.44 | 31.56 | 31.41 | 31.29 | 31.49 |
| LDL mean | 124.90 | 125.08 | 127.66 | 135.74 | 134.73 | 133.34 | 128.76 | 124.88 | 122.19 |
| Systolic mean | 145.10 | 143.04 | 138.35 | 135.97 | 135.17 | 135.12 | 134.73 | 134.09 | 134.18 |
| Diastolic mean | 83.26 | 82.65 | 81.88 | 81.49 | 80.92 | 80.94 | 80.62 | 80.28 | 80.14 |
| Fundus examination | 21.1 | 23.4 | 25.9 | 29.2 | 34.2 | 38.7 | 44.2 | 53.3 | 57.1 |
| Foot examination | 2.0 | 1.8 | 4.8 | 7.1 | 9.3 | 12.9 | 21.6 | 37.6 | 49.0 |
| 2.71 | 2.89 | 3.38 | 3.78 | 4.09 | 4.51 | 5.00 | 5.47 | 5.69 | |
| Endocrinologist visits | 12.1 | 10.8 | 11.3 | 12.5 | 11.3 | 14.1 | 12.8 | 15.5 | 17.6 |
| Dietitian visits | 1.8 | 18.4 | 39.8 | 43.2 | 43.5 | 45.8 | 47.9 | 47.9 | 48.1 |
| Sulfonylureas | 29.2 | 23.2 | 19.5 | 16.3 | 14.1 | 14.1 | 13.0 | 11.0 | 12.2 |
| Biguanides | 36.5 | 35.3 | 38 | 41.2 | 40.0 | 44.6 | 47.9 | 51.9 | 59.7 |
| Purchase at least 1 | 51.1 | 47.2 | 46.9 | 48.1 | 45.6 | 49.9 | 52.5 | 55.2 | 63.5 |
| Insulin purchase | 3.9 | 2.8 | 2.5 | 2.6 | 2.8 | 3.6 | 3.6 | 4.0 | 6.2 |
Variables presented as mean ± SD or %
* P < .05 and
**P≤.001
Abbreviations: HbA1c, (hemoglobin A1c); BMI, body-mass index; ACR, albumin/creatinine ratio)mg/dl); LDL, low-density lipoprotein(mg/dl); SES, socio-economic status
Fig 1Trends in levels of Hba1c, LDL, systolic and diastolic blood pressure during five years of follow-up.
Abbreviations: LDL = low density lipoprotein. Analysis using Generalized Estimating Equation, the coefficients (95% confidence interval) indicate mean change in level of each QoC measurements values per year, adjusted for all variables in study: year of diabetes diagnosis, total performance of QoC tests during the first year of diagnosis, age, gender, socio-economic status, visits to dietitians and endocrinologists, purchase of diabetes and statin medications and cardiovascular and renal disease prior to the diagnosis of diabetes.
Mortality among new onset diabetics by year of diagnosis.
| Year of diagnosis | Newly diagnosed diabetics | Mortality in the first year after diagnosis | Remaining newly diagnosed diabetics | Mortality 2–5 years after diagnosis | ||
|---|---|---|---|---|---|---|
| N | N (%) | SMR (95%CI) | N | N (%) | SMR (95%CI) | |
| 2000 | 6,597 | 108 (1.6) | 1.12 (0.90–1.34) | 6,489 | 500 (7.7) | 1.41 (1.29–1.53) |
| 2001 | 7,412 | 115 (1.6) | 1.06 (0.86–1.26) | 7,297 | 512 (7.0) | 1.24 (1.12–1.36) |
| 2002 | 6,475 | 107 (1.7) | 1.16 (0.94–1.38) | 6,368 | 381 (6.0) | 1.22 (1.10–1.34) |
| 2003 | 6,385 | 119 (1.8) | 1.28 (1.04–1.52) | 6,266 | 417 (6.7) | 1.32 (1.20–1.44) |
| 2004 | 6,588 | 116 (1.8) | 1.43 (1.18–1.88) | 6,472 | 405 (6.3) | 1.33 (1.19–1.47) |
| 2005 | 6,352 | 140 (2.2) | 1.61 (1.22–1.76) | 6,212 | 411 (6.6) | 1.49 (1.35–1.63) |
| 2006 | 6,445 | 121 (1.9) | 1.49 (1.22–1.76) | 6,324 | 382 (6.0) | 1.43 (1.29–1.57) |
| 2007 | 6,374 | 109 (1.7) | 1.43 (1.16–1.70) | 6,265 | 360 (5.8) | 1.45 (1.29–1.57) |
| 2008 | 5,554 | 104 (1.8) | 1.72 (1.39–2.05) | 5,450 | 311 (5.7) | 1.46 (1.30–1.62) |
| Total | 58,182 | 1,039 (1.8) | 57,143 | 3,679 (6.44) | ||
| χ2(MH) = 3.21, df = 1, | χ2(MH) = 38.94, df = 1, | |||||
SMR, standardized mortality rate
Cox proportional hazard models for prediction of mortality at 2–5 years following diagnosis with malignancy vs. patients with no history of malignancy.
| Model 1 | Model 2 | Model 3 | ||
|---|---|---|---|---|
| Prediction of death among patient with malignancy | Prediction of death among patient with no history of malignancy | Prediction of death among patient with no history of malignancy | Prediction of death among patient with no history of malignancy | |
| Baseline characteristics at the first year of diagnosing: | HR(95% CI) | HR (95% CI) | HR (95% CI) | HR (95% CI) |
| Year of diabetes Diagnosis | 1.05 (1.01–1.09) | 1.01 (0.99–1.02) | 1.01 (1.00–1.03) | 1.02 (0.99–1.04) |
| Gender (male = 1) | 1.13 (0.97–1.32) | 1.37 (1.28–1.48) | 1.38 (1.29–1.50) | 1.45 (1.32–1.60) |
| Age at diabetes diagnosis | 1.04 (1.04–1.05) | 1.10 (1.09–1.10) | 1.09 (1.09–1.10) | 1.09 (1.09–1.10) |
| SES: medium (reference low) | 0.45 (0.38–0.54) | 0.61 (0.57–0.66) | 0.61 (0.57–0.66) | 0.61 (0.57–0.68) |
| High (reference low) | 0.44 (0.36–0.55) | 0.48 (0.43–0.54) | 0.48 (0.43–0.54) | 0.48 (0.41–0.56) |
| History of cardiovascular disease (yes = 1) | 1.49 (1.25–1.77) | 1.64 (1.50–1.78) | 1.67 (1.53–1.81) | 1.77 (1.59–1.97) |
| History of kidney disease (yes = 1) | 1.42 (1.17–1.72) | 1.45 (1.30–1.62) | 1.44 (1.29–1.60) | 1.47 (1.29–1.68) |
| Visit endocrinology (yes = 1) | 0.87 (0.67–1.12) | 1.20 (1.07–1.35) | 1.21 (1.08–1.36) | 1.11 (0.97–1.28) |
| Visit dietitian (yes = 1) | 0.91 (0.75–1.09) | 0.83 (0.76–0.91) | 0.83 (0.76–0.92) | 0.88 (0.79–0.97) |
| Purchase diabetes oral drug (yes = 1) | 1.29 (1.11–1.50) | 1.35 (1.26–1.46) | 1.34 (1.24–1.44) | 1.18 (1.07–1.30) |
| Purchase Insulin (yes = 1) | 2.60 (1.88–3.60) | 3.36 (2.92–3.87) | 3.13 (2.72–3.60) | 2.46 (2.05–2.97) |
| Purchase statin (yes = 1) | 0.59 (0.50–0.69) | 0.70 (0.65–0.75) | 0.73 (0.68–0.79) | 0.68 (0.62–0.75) |
| Total QoC measurements | 0.89 (0.84–0.94) | 0.89 (0.87–0.92) | 0.83 (0.81–0.84) | 0.86 (0.84–0.88) |
| Hba1c (mmol/mol) % | 1.17 (1.13–1.21) | |||
| LDL (mg/dl) | 1.00 (1.00–1.00) | |||
| Systolic blood pressure(mmHg) | 1.00 (1.00–1.01) | |||
| Diastolic blood pressure(mmHg) | 0.99 (0.99–1.00) | |||
Model 1 includes baseline characteristics only. Model 2 include total QoC measurements as a time-dependent variable. Model 3 include total QoC tests as a time-dependent variable among patients with data extraction of Hba1c, LDL and blood pressure at time of diabetes diagnosis. Levels of significance are denoted as
* < 0.05
** < 0.01
*** < 0.001.
Abbreviations: LDL = low density lipoprotein; SES, socio-economic status