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. 2018 Feb 7;3(1):43–51. doi: 10.1016/j.parepi.2018.02.002

Table 1.

A probabilistic model used to estimate the direct economic losses due to hydatid cysts in livers and lungs of sheep marketed for human consumption at Basrah, south of Iraq.

Notation Variable description Distribution parameterization and model formula Source of information
Pss_in Probability of having sheep slaughtered at abattoir (with official meat inspection) RiskDiscrete ({xi},{pi})
=RiskDiscrete ({10%, 24%, 3%, 25%, 2%, 10%},{10, 5, 30, 10, 5, 25})
Expert-opinion (veterinarians (n = 6) interviews) on % of sheep slaughtered in abattoir, out of the total sheep slaughtered for human consumption in Basrah
Nss_in Number of sheep slaughtered per annum at abattoir Normal (Mean Nss_in, St. Dev Nss_in)
=RiskNorm (9011, 2831)
Retrospective data from abattoir records for numbers of sheep slaughtered from 2008 to 2015
Pss_out Probability of having sheep slaughtered elsewhere than the abattoir (without official meat inspection) Probability rule of subtraction;
=1 − (Pss_in)
Model equations
Nss_out Number of sheep slaughtered per annum elsewhere from abattoir =(Nss_in × Pss_out) / Pss_in Model equations
PH_Lung Probability of having hydatid cyst in lung of a slaughtered sheep Beta (α1, α1); where
α1 = N of sheep with post-mortem hydatid cyst in lung +1
α2 = N of sheep with post-mortem hydatid cyst in lung − total inspected sheep + 1
=RiskBeta (30, 603)
Active abattoir survey data (generated in this study)
CHFV Estimate of the full value of a healthy sheep (carcass and offal) marketed in Basrah Uniform (minimum, maximum)
=RiskUniform (143.000, 238.000)
Expert-opinion (in Iraqi Dinars):
Butchers (n = 23) interview
CLung Retail price of a sheep lung sold at local market Pert (minimum, most likely, maximum)
=RiskPert (10.000, 15.000, 17.000)
Expert-opinion (in Iraqi Dinars):
Butchers (n = 23) interview
DH_lung Probable percentage of decline in the retail price of a trimmed lung due to hydatid cyst Pert (minimum, most likely, maximum)
=RiskPert (5.000, 8.000, 10.000)
Expert-opinion (in Iraqi Dinars):
Butchers (n = 23) interview
CDH_lung Estimated retail price of a trimmed (downgraded) whole sheep lung due to hydatid cyst CLung − DH_lung Probability distribution of the difference between two distributions
PH_Liver Probability of having hydatid cysts in the liver of a slaughtered sheep Beta (α1, α1); where
α1 = N of sheep with post-mortem hydatid cyst in liver +1
α2 = N of sheep with post-mortem hydatid cyst in liver − total inspected sheep + 1
=RiskBeta (42, 591)
Active abattoir survey data (generated in this study)
CLiver Retail price of a sheep liver sold at local market Pert (minimum, most likely, maximum)
=RiskPert (10.000, 15.000, 17.000)
Expert-opinion (in Iraqi Dinars):
Butchers (n = 23) interview
DH_liver Probable percentage of decline in the retail price of a trimmed liver due to hydatid cysts Pert (minimum, most likely, maximum)
=RiskPert (5.000, 8.000, 10.000)
Expert-opinion (in Iraqi Dinars):
Butchers (n = 23) interview
CDH_liver Estimated retail price of a trimmed (downgraded) whole sheep liver due to hydatid cysts CLiver − DH_liver Probability distribution of the difference between two distributions
TotalLLL Total estimated annual cost due to hydatid cysts in the lungs and liver of a slaughtered sheep =(Nss_in × PH_Lung × CDH_lung) + (Nss_out × PH_Lung × CDH_lung) + (Nss_in × PH_Liver × CDH_liver) + (Nss_out × PH_Liver × CDH_liver) Product of model distributions: output estimated after 50,000 iterations using a Monte Carlo simulation
TotalPV Estimated annual meat products value of sheep marketed in Basrah province =(Nss_in + Nss_out) × CHFV
PercPVL Proportion of annual losses in meat products value of sheep marketed in Basrah province =(TotalLLL / TotalPV) × 100