Well, taxing something means you’ll usually get less of it, so I guess it’ll reduce demand on housing (probably not what they want since it hurts the economy in other ways). If the money goes to building for those in need it could help a bit.
The only thing that will really help over the long term is building even more apartments.
The only thing that will really help over the long term is building even more apartments.