You can estimate, and even predict, intra-individual variation in slopes using mixed models (aka hierarchical linear modeling aka multilevel modelling). I don't have a concise introduction on hand, but two good books are: https://www.amazon.co.uk/Longitudinal-Analysis-Multivariate-Applications-Hoffman/dp/0415876028 or