  We consider dependence coefficients for stationary Markov chains. We
emphasize on some equivalencies for reversible Markov chains. We improve some
known results and provide a necessary condition for Markov chains based on
Archimedean copulas to be exponential $\rho$-mixing. We analyze the example of
the Mardia and Frechet copula families using small sets.
