The present invention relates to an insulin analog that has a reduced insulin titer and a reduced insulin receptor binding affinity compared to the native form for the purpose of increasing the blood half-life of insulin, a conjugate prepared by linking the insulin analog and a carrier, a long-acting formulation including the conjugate, and a method for preparing the conjugate.