By explicitly accounting for observed and unobserved taste heterogeneity, we investigate state dependence in food consumption on household level. Positive state dependence, which can be interpreted as a loyalty measure, implies habit persistence, whereas negative state dependence implies variety-seeking behavior. Using ConsumerScan data for 2,717 households in Germany for a four-year period (2000 until 2003), we apply mixed multinomial (random coefficient) logit models to analyze consumption behavior in the breakfast cereal market. We find substantial heterogeneity between households: the majority of them express some degree of positive state dependence, which depreciates over time. Merely a small share of the households can be characterized as variety-seekers. The analysis sheds light on the correlation between price sensitivity and loyalty. More state dependent households seem to be more sensitive to price changes. By obtaining household-specific coefficients, we are able to define each household´s position on the distribution of the parameters. Comparing state dependence coefficients and two further loyalty measures (brand-runs and repurchase probabilities), we observe a positive correlation between these, which underpins the importance of the effect of prior consumption. As a diagnostic check, the unconditional distributions of the parameters and the average of the distributions conditional on previous choices are compared.