| Literature DB >> 25963135 |
Marilia Brito Gomes1, Carlos Antonio Negrato2.
Abstract
BACKGROUND: There is scarcity of data concerning retirement and workforce loss exclusively in patients with type 1 diabetes. The aim of this study was to evaluate the prevalence, causes, and predictors of retirement in patients with type 1 diabetes in Brazil.Entities:
Mesh:
Year: 2015 PMID: 25963135 PMCID: PMC4432970 DOI: 10.1186/s12889-015-1812-4
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Figure 1Flow chart of the patients included in the present study.
Clinical and demographic data of the source population
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| |
|---|---|
|
| 3,180 |
|
| 1,791 (56.3) |
|
| 22 ± 11.8 |
|
| |
| 0-4.9 | 51 (1.6) |
| 5-9.9 | 308 (9.7) |
| 10-14.9 | 604 (19) |
| 15-29.9 | 1,471 (46.3) |
| 30 or older | 746 (23.5) |
|
| |
| Caucasian | 1,824 (57.4) |
| Non-Caucasian* | 1,356 (42.6) |
|
| |
| High | 222 (7.2) |
| Medium | 710 (22.3) |
| Low | 1,052 (33.1) |
| Very low | 1,102 (34.7) |
|
| |
| No criteria for retirement*** | 1,106 (34.8) |
| Retired at the expected age | 22 (0.7) |
| Not retired | 1,961 (61.7) |
| Retired because of DM | 85 (2.7) |
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| |
| Secondary | 897 (28.2) |
| Tertiary | 2,283 (71.8) |
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| 10.3 ± 8.04 |
y = year; data are presented as number (percentage) or mean ± SD.
*African-Brazilians, Mulattos, Asians, and Native Indians.
**Missing data from 87 participants; ***Patients younger than 16 y.
Economic and medical variables in retired type 1 diabetes patients and employed patients
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|---|---|---|---|
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|
| ||
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| 85 (4.2) | 1,961 (95.8) | - |
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| 42.7 ± 10.6 | 26.9 ± 9.2 | <0.001 |
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| 18.5 ± 9.1 | 14.2 ± 7.9 | <0.001 |
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| 44 (51.8) | 1,120 (57.1) | 0.27 |
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| 24.2 ± 9.1 | 12.7 ± 7.7 | <0.001 |
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| 0.05 | ||
| Caucasian | 57 (67.4) | 1,120 (57.1) | |
| Non-Caucasian* | 28 (32.6) | 841 (42.9) | |
|
| 0.01 | ||
| High | 2 (2.3) | 195 (9.9) | |
| Medium | 21 (25.6) | 529 (26.9) | |
| Low | 27 (31.1) | 690 (35.2) | |
| Very low | 35 (40.7) | 547 (27.9) | |
|
| 0.02 | ||
| North/Northeast | 13 (15.1) | 589 (30.1) | |
| Southeast | 44 (51.2) | 776 (39.6) | |
| South | 23 (27.9) | 472 (24.1) | |
| Midwest | 5 (5.8) | 123 (6.3 | |
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| 24.6 ± 4.0 | 23.5 ± 3.6 | 0.005 |
|
| 36 (42.9) | 615 (31.5) | 0.03 |
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| 191.2 ± 115.5 | 177.7 ± 104.1 | 0.2 |
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| 8.9 ± 1.874 ± 19.7 | 9.3 ± 2.378 ± 25.1 | 0.2 |
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| 6 (7.6) | 244 (14.4) | 0.9 |
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| 34 (43.0) | 799 (47.2) | 0.2 |
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| 128.1 ± 16.7 | 116.8 ± 16.0 | <0.001 |
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| 79.8 ± 9.8 | 74.9 ± 10.8 | <0.001 |
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| 173.9 ± 44.2 | 173.2 ± 43.3 | 0.8 |
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| 121.8 ± 116.6 | 95.3 ± 70.8 | 0.001 |
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| 54.6 ± 18.3 | 53.1 ± 15.2 | 0.4 |
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| 96.4 ± 34.6 | 101.5 ± 34.5 | 0.19 |
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| 4 (4.7) | 123 (6.3) | 0.06 |
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| 0.68 ± 0.35 | 0.87 ± 0.35 | <0.001 |
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| 4.3 ± 1.7 | 3.9 ± 1.6 | 0.01 |
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| |||
| Microvascular | 68 (80.0) | 538 (31.6) | <0.0001 |
| Macrovascular | 27 (31.8) | 85 (5.0) | <0.0001 |
| Micro and macrovascular | 69 (81.2) | 575 (33.8) | <0.0001 |
|
| |||
| Ulcer | 4 (4.7) | 31 (1.8) | 0.16 |
| Amputation | 9 (10.6) | 9 (0.5) | <0.0001 |
| Charcot arthropathy | 2 (2.4) | 5 (0.3) | 0.01 |
|
| 22 (37.9) | 228 (18.5) | 0.007 |
Overweight and obesity were considered together.
The data are presented as number (percentage) or mean ± SD.
*African-Brazilian, Mulatto, Asian, or Native Indian.
Final adjusted logistic regression model of early retirement because of type 1 diabetes and the presence of microvascular complications in Brazil (n = 2,046)
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|---|---|---|---|
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| Yes | 606 | 4.87 (2.71-8.78) | <0.001 |
| No | 1,181 | - | Reference |
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| High | 197 | - | Reference |
| Medium | 550 | 6.57 (1.31-32.97) | 0.022 |
| Low | 717 | 6.81 (1.37-33.80) | 0.019 |
| Very low | 582 | 10.58 (2.15-52.16) | 0.004 |
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| 2,046 | 1.09 (1.06-1.12) | <0.001 |
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| 2,046 | 1.05 (1.02-1.09) | 0.004 |
aReference: high socioeconomic status.
bContinuous variables.
Final adjusted logistic regression model of early retirement because of type 1 diabetes and the presence of macrovascular complications in Brazil (n = 2,046)
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|---|---|---|---|
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| Yes | 112 | 3.70 (2.04-6.70) | <0.001 |
| No | 1,675 | - | Reference |
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| High | 197 | ||
| Medium | 550 | 9.08 (1.69-48.9) | 0.010 |
| Low | 717 | 8.67 (1.63-46.05) | 0.011 |
| Very low | 582 | 13.42 (2.54-70.92) | 0.002 |
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| 2,046 | 1.08 (1.05-1.11) | <0.001 |
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| 2,046 | 1.06 (1.03-1.10) | <0.001 |
aReference: high socioeconomic status.
bContinuous variables.
Discriminatory capacity and adjustment of models for predicting retirement
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|---|---|---|---|
| Baseline modela | 521,934 | ,087 | ,296 |
| Baseline model + duration of diseaseb | 508,358 | ,093 | ,317 |
| Final model: Model 2 + microvascular complication | 468,837 | ,110 | ,349 |
| Final model: Model 2 + macrovascular complication | 485,017 | ,102 | ,324 |
aSocial and demographic characteristics: gender, age, ethnicity, region, and socioeconomic status.
bGender, ethnicity, and region were excluded due to lack of statistical significance.