| Literature DB >> 26884805 |
Roland Diel1, Robert Loddenkemper2, Albert Nienhaus3.
Abstract
BACKGROUND: Immigrants have been contributing to the incidence of tuberculosis (TB) in Germany for many years. The current wave of migration of asylum seekers to Germany may increase that figure. Healthcare workers (HCW) who look after refugees not only in hospitals and medical practices but also in aid projects may be exposed to cases of TB.Entities:
Keywords: Asylum seekers; Health care workers; MDR-TB; Tuberculosis
Year: 2016 PMID: 26884805 PMCID: PMC4754836 DOI: 10.1186/s12995-016-0093-x
Source DB: PubMed Journal: J Occup Med Toxicol ISSN: 1745-6673 Impact factor: 2.646
Fig. 1New applications for asylum in Germany 2001–2014. Source: modified according to Statistica 2015 and [5]
Input variables for the dynamic disease model
| Category of variable | Name of variable | Basic value | Reference |
|---|---|---|---|
| Number of refugees arriving per year | T_refugees | Decreasing number from 1st to 4th year, then plateau | Federal Ministry of the Interior estimate of 19 August 2015 ( |
| Probability of deportation per year | pExit | 0.0628 | Calculated from data in [ |
| Probability of TB ascertained on entry screening | pSick_Entry | 0.0025 | Diel et al. [ |
| Probability of infectious pulmonary TB | pInfect_TB | 0.6121 | RKI 2015 [ |
| Probability of later development of TB in refugees (up to 5 years after entry) | T_active | Decreasing probability from 1st to 5th year | Calculated from data in Diel et al. [ |
| Probability of MDR-TB in cases of infectious pulmonary TB | pInfect_MDR_TB | 0.0324 | Calculated from RKI data 2015 [ |
| Probability of MDR-TB in cases of non-infectious TB | pMDR_TB | 0.010 | RKI 2015 [ |
Fig. 2Markov decision tree (skeleton). New applications for asylum in Germany 2001–2014
Results and sensitivity analyses
| a) Base case | ||||||||||
| Year | Healthy at entry | Infectious TB at entry | Non-infectious TB at entry | Non-infectious MDR-TB at entry | Infectious MDR-TB at entry | Later infectious TB | Later non-infectious TB | Later infectious MDR-TB | Later non-infectious MDR-TB | Exit |
| 1 | 798,000.00 | 1184.54 | 768.04 | 7.76 | 39.66 | 775.11 | 251.60 | 12.99 | 2.54 | 0.00 |
| 2 | 1,145,576.88 | 1776.80 | 1152.06 | 11.64 | 59.50 | 1833.55 | 595.37 | 30.75 | 6.01 | 50,177.20 |
| 3 | 1,271,347.55 | 2072.94 | 1344.07 | 13.58 | 69.41 | 2575.24 | 836.41 | 43.19 | 8.45 | 122,250.73 |
| 4 | 1,362,893.97 | 2329.20 | 1510.23 | 15.25 | 77.99 | 3038.57 | 987.03 | 50.97 | 9.97 | 202,286.12 |
| 5 | 1,449,161.25 | 2585.46 | 1676.39 | 16.93 | 86.57 | 3390.47 | 1101.44 | 56.88 | 11.13 | 288,111.21 |
| 10,090 cases (5976 infectious drug-susceptible TB cases, 143 infectious MDR-TB cases) | ||||||||||
| b) 800,000 asylum seekers every year | ||||||||||
| Year | Healthy at entry | Infectious TB at entry | Non-infectious TB at entry | Non-infectious MDR-TB at entry | Infectious MDR-TB at entry | Later infectious TB | Later non-infectious TB | Later infectious MDR-TB | Later non-infectious MDR-TB | Exit |
| 1 | 798,000.00 | 1184.54 | 768.04 | 7.76 | 39.66 | 775.11 | 502.58 | 25.95 | 5.08 | 0.00 |
| 2 | 154,4576,88 | 2369.07 | 1536.08 | 15.52 | 79.33 | 2202.21 | 1427.89 | 73.74 | 14.42 | 5,0114.40 |
| 3 | 2,243,167.91 | 3553.61 | 2304.13 | 2327 | 118.99 | 3510.83 | 2276.39 | 117.56 | 22.99 | 147,113.83 |
| 4 | 2,898,087.45 | 4738.14 | 3072.17 | 31.03 | 158.66 | 4496.07 | 2915.21 | 150.55 | 29.45 | 287,984.77 |
| 5 | 3,512,424.05 | 5922.68 | 3840.21 | 38.79 | 198.32 | 5348.99 | 3468.24 | 179.11 | 35.03 | 469,984.66 |
| 19,031 cases (11,272 infectious drug-susceptible TB cases, 377 infectious MDR-TB cases) | ||||||||||
| c) Halved TB prevalence at chest X-ray screening and 800,000 asylum seekers every year | ||||||||||
| Year | Healthy at entry | Infectious TB at entry | Non-infectious TB at entry | Non-infectious MDR-TB at entry | Infectious MDR-TB at entry | Later infectious TB | Later non-infectious TB | Later infectious MDR-TB | Later non-infectious MDR-TB | Exit |
| 1 | 799,000.00 | 592.27 | 384.02 | 3.88 | 19.83 | 776.08 | 502.58 | 25.95 | 5.08 | 0.00 |
| 2 | 1,546,512.44 | 1184.54 | 768.04 | 7.76 | 39.66 | 2204.97 | 1427.89 | 73.74 | 14.42 | 50,114.40 |
| 3 | 2,245,978.90 | 1776.80 | 1152.06 | 11.64 | 59.50 | 3515.23 | 2276.39 | 117.56 | 22.99 | 147,113.83 |
| 4 | 2,901,719.14 | 2369.07 | 1536.08 | 15.52 | 79.33 | 4,501,71 | 2915.21 | 150.55 | 29.45 | 287,984.77 |
| 5 | 3,516,825.59 | 2961.34 | 1920.11 | 19.40 | 99.16 | 5355.70 | 3468.24 | 179.11 | 35.03 | 469,984.66 |
| 14,043 cases (8317 infectious drug-susceptible TB cases, 278 infectious MDR-TB cases) | ||||||||||
| d) Halved TB prevalence at chest X-ray screening, halved probabilities of developing TB in the following 5 years and 800,000 asylum seekers every year | ||||||||||
| Year | Healthy at entry | Infectious TB at entry | Non-infectious TB at entry | Non-infectious MDR-TB at entry | Infectious MDR-TB at entry | Later infectious TB | Later non-infectious TB | Later infectious MDR-TB | Later non-infectious MDR-TB | Exit |
| 1 | 7,990,00.00 | 592.27 | 384.02 | 3.88 | 19.83 | 388.04 | 503.21 | 25.99 | 5.08 | 0.00 |
| 2 | 1,547,167.62 | 1184.54 | 768.04 | 7.76 | 39.66 | 1102.79 | 1429.68 | 73.83 | 14.44 | 50,177.20 |
| 3 | 2,247,798.70 | 1776.80 | 1152.06 | 11.64 | 59.50 | 1758.45 | 2279.24 | 117.71 | 23.02 | 147,298.18 |
| 4 | 2,904,529.90 | 2369.07 | 1536.08 | 15.52 | 79.33 | 2252.17 | 2918.87 | 150.74 | 29.48 | 288,345.66 |
| 5 | 3,520,291.83 | 2961.34 | 1920.11 | 19.40 | 99.16 | 2679.58 | 3472.58 | 179.34 | 35.08 | 470,573.62 |
| 9524 cases (5641 infectious drug-susceptible TB cases, 279 infectious MDR-TB) | ||||||||||
| e) Halved TB prevalence at chest X-ray screening and halved probabilities of developing TB in the following 5 years | ||||||||||
| Year | Healthy at entry | Infectious TB at entry | Non-infectious TB at entry | Non-infectious MDR-TB at entry | Infectious MDR-TB at entry | Later infectious TB | Later non-infectious TB | Later infectious MDR-TB | Later non-infectious MDR-TB | Exit |
| 1 | 7,990,00.00 | 592.27 | 384.02 | 3.88 | 19.83 | 388.04 | 251.60 | 12.99 | 2.54 | 0.00 |
| 2 | 1,147,667.62 | 888.40 | 576.03 | 5.82 | 29.75 | 918.23 | 595.37 | 30.75 | 60.10 | 50,177.20 |
| 3 | 1,274,448.91 | 1036.47 | 672.04 | 6.79 | 34.71 | 1289.98 | 836.41 | 43.19 | 8.45 | 122,250.73 |
| 4 | 1,366,641.51 | 1164.60 | 755.12 | 7.63 | 39.00 | 1522.28 | 987.03 | 50.97 | 9.97 | 202,286.12 |
| 5 | 1,453,279.86 | 1292.73 | 838.19 | 8.47 | 43.29 | 1698.73 | 1101.44 | 56.88 | 11.13 | 288,111.21 |
| 5051 cases (2991 infectious drug-susceptible TB cases, 100 infectious MDR-TB cases) | ||||||||||
Fig. 3TB incidence in asylum seekers’ nine main countries of origin. Source: modified according to [19] and [20]