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. 2017 Sep 7;12(9):e0184270. doi: 10.1371/journal.pone.0184270

Table 1. Model parameters.

Parameter Point estimate Range for deterministic sensitivity analysis
Low High Source
Prevalence among simulated cohort
Proportion of patients known to have tuberculosis who require drug resistance testing ("MDR-suspect") 0.0245 0.000 0.0254 Sachdeva et al. 2014 [7]
Proportion of presumptive TB patients previously treated for TB 0.168 0.019 0.3522 Sachdeva et al. 2014 [7]; average and range observed across sites
Prevalence of true PTB among new presumptive TB patients 0.15 0.08 0.23 Assumption
Prevalence of true PTB among previously treated presumptive TB patients 0.266 0.183 0.3982 Assumption
Prevalence of RIF resistance among new patients 0.022 0.019 0.0260 WHO report 2014 [1]
Prevalence of RIF resistance among previously treated patients and DR-suspects 0.150 0.110 0.1900 WHO report 2014 [1]
Diagnostic test accuracy
Sensitivity of Xpert MTB/RIF for diagnosing TB 0.89 0.85 0.92 Steingart et al. 2014 [4]
Specificity of Xpert MTB/RIF for diagnosing TB 0.99 0.98 0.99 Steingart et al. 2014 [4]
Sensitivity of Xpert MTB/RIF for Rif detection 0.95 0.90 0.97 Steingart et al. 2014 [4]
Specificity of Xpert MTB/RIF for Rif detection 0.98 0.97 0.99 Steingart et al. 2014 [4]
Sensitivity of sputum smear microscopy (ZN) 0.62 0.44 0.79 Steingart et al. 2006 [12]
Specificity of sputum smear microscopy (ZN) 0.98 0.96 1.00 Steingart et al. 2006 [12]
Sensitivity of LPA in detecting rifampicin resistance 0.99 0.96 1.00 Bwanga et al. 2009 [26]
Specificity of LPA in detecting rifampicin resistance 0.99 0.98 1.00 Bwanga et al. 2009 [26]
Sensitivity of clinical diagnosis in case found negative sputum smear microscopy 0.160 0.10 0.22 Vassall 2011[5]
Alternative source for Sensitivity of clinical diagnosis in case found negative sputum smear microscopy 0.610 Walusimbi 2013 [24]
Specificity of clinical diagnosis in case found negative sputum smear microscopy 0.942 0.93 0.97 Vassall 2011[5]
Alternative source for specificity of clinical diagnosis in case found negative sputum smear microscopy 0.690 Walusimbi 2013 [23]
Proportion of sputum smear negative patients getting CXR 0.037 0 1 Vassall 2011[5]
Ratio of proportion of Xpert-negative patients who get CXR, compared to proportion of smear-negative 0.5 0 1 Assumption
Proportion of Xpert positive patients who are smear negative 0.36 0.355 0.368 Sachdeva et al. 2014 [7]
Diagnostic test unit costs (in US$ 2013)
Cost of sputum smear microscopy (per patient tested) 0.83 0.60 1.10 Microcosting study. Rupert et al. 2017 [15]
Cost of Xpert testing, per patient tested 13.17 12.06 14.72 Microcosting study. Rupert et al. 2017 [15]
Cost of liquid culture, per patient tested 13.42 10.51 16.21 Microcosting study. Rupert et al. 2017 [15]
Cost of line probe assay for DST, per patient tested (1) 21.34 19.50 23.07 Microcosting study. Rupert et al. 2017 [15]; adjusted for 2.2% error rate
Cost of antibiotic trial in clinical diagnosis 3.86 3.86 3.86 Vassall 2011[5]
Cost of CXR 4.0 2.98 5.00 WHO planning and budgeting tool [17]
Cost of clinical diagnosis = cost of antibiotic trial in all patients + cost of CXR multiplied by the proportion of patients getting CXR
Treatment costs
Full first-line regimen (2RH/4EHRZ) $148 $93 $188 S1
Full first-line retreatment regimen $189 $185 $305 S1
Second-line standard regimen, average for 24 months $5,812 $4,204 $7,421 S1; Fitzpatrick 2012 [21]
Number of weeks on first-line treatment until confirmatory results of LPA are returned in new Xpert RIF positive patients 2.5 Assumption
Loss to follow-up before treatment initiation (3)
Proportion of sputum smear positive patients not starting treatment in the baseline 0.092 0 0.20 Sachdeva et al. 2014 [7]
Proportion of bacteriologically positive TB patients not starting treatment in the intervention phase 0.099 0 0.20 Sachdeva et al. 2014 [7]
Proportion clinically diagnosed TB patients not starting treatment 0 Assumption
Additional initial default in DR-TB patients 0.10 0 0.2 Sachdeva et al. 2014 [7]