There is a clear trade-off between scale and decentralization. Should a blockchain be made to accommodate larger volumes of transactions, the blocks need to be made larger, which would raise the cost of joining the network and result in fewer nodes. The network will tend toward centralization as a result. The most cost-effective way to have a large volume of transactions is centralization in one node.