Increasing the block size would increase the burden on node operators, as more resources are required to validate and store the ledger. This would likely lead to a decrease in the number of full nodes, further centralizing the network and undermining its security.
A prerequisite to prevent that kind of centralization from occurring requires the ability for bitcoin to be validated by a consumer level computer on a retail internet connection.