Post on 04-Jan-2016
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Microsimulation in the UK: the current state of playDr Paul Williamson Dept. of GeographyUniversity of Liverpool
Current MSM in the UK: an overview
ModelInstitutionStaticDynamicABMTax-benefitDemographicOtherPublicMultipleDWPXXXXMultipleTreasuryXXXXPPIXXXIFSXXOPERAStirlingXXXMOSESLeedsXXSCOTSIMLiverpoolXXSAGEMODSouthamptonXXXSimBritainSheffieldXXXEUROMODEssexXXXLawsonEssexX?XXXAndersonEssexS-ParamicsSIASXXXSimDELTADSCXXXSOCSIMLSEXXXCARESIMUEAXXXFEARLUSMLURIXADaPTSouthamptonXX?YorkX?LeedsXXX
Synthetically estimated spatial microdata
% of non-fitting synthetic combinationsPARTIALLY CONSTRAINED DISTRIBUTIONSDistributionRural (South West)Middling England (East Mids.)Deprived industrial (North)Deprived urban (Outer London) SEG / Household composition0000SEG / Rooms0.5000Household composition / Dependants0000Dependants / Tenure0000Sex / marital status / tenure161.51.53.0Illness / sex01.500
Telephony: 2005/6Simulated household weekly telephone bill (landlines) (FES 2005/6)EEDA, LSOA level
Ward level comparison with BT billing data (EEDA, Ward level)Spearman rho = 0.7796, p < 0.001
Simulated work timeONS Time-Use Survey (2001) and Census 2001East of England, LSOAValidation: (Spearman rho = 0.8404, p < 0.001)Strong correlation with Census 2001 work time
% More happy than usual20012011
Happiness & Life EventsEventCorrelationTop 5 negative associationsRelationships (mine ending)-0.178Death (parent)-0.166Healthparent-0.139Death (other)-0.137Employment job loss-0.129
Top Five positive associationsRelationships (mine starting)0.160Employment job gain0.097Finance (house)0.097Pregnancy (mine)0.084Pregnancy (child's)0.053
OPERA(1) Costs (% disposable income) of various Local Tax structures
(2) Change in costs given changing Dementia prevalence
Workflow
ResearchObject
PortletMOSES
SimulationDatabaseAggregateTo Migrant PopulationAggregateTo VacantDwellingsMigrantgenerationmodelSpatial Interaction Model
Compute dwelling preferencefor eachmigrantUpdate Location andDwelling Characteristics143252Conventional migration distribution procedure
ABM in MOSESObserved MSM ABM
Modelling Individual Consumer Behaviour
ABM v. MSM?
t4t1t2t3The Global EpidemicSimulator
Chart2
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