Ben Anderson

social practices energy demand uk expenditure smart meter data time use census water consumption electricity demand peak water demand big data microsimulation sociology survey census2022 small area traces timeuse consumer residential demand profiles activities solar pv solar thermal electricity energy telephone call records household mixed methods sustainable practices demand longitudinal sprg practices call records humangeography spatialmicrosimulation change historical time-use droughts domestic hot water impetus dermand response peak demand save trial randomised control nexus habits cluster analysis dinner social pratices analytics methodology commuting choice environmental attitudes home working adoption policy modelling smart grid incentives understanding society uptake estimates policy analysis metering smart meter esrc social sciences transactional data digital traces climate data climate change weather attrition non-response education bhps impact computer british internet austerity vat spatial forecast quaids demand system east of england value burrows savage tracking tracingsociology deprivation socio-economic misoc sustainable models grid digital data mixed method social science internet use radical data social networks transactional socioeconomic ecommerce essex cresi income methods smallarea digital divide