A reliability-based deterioration model was presented that was derived for community buildings owned by local government agencies in the State of Victoria, Australia. The proposed method, which enables component-level While the Markov chain was successfully used for predicting the average condition of a network of assets under one influencing factor, incorporating the effect of a number of factors into a Markov chain model requires a separate analysis of each factor.