Before revision:  The choice of cross-sectional control units, a key step in their implementation, is nevertheless unresolved in data-rich environment when many possible controls are at the researcher's disposal.
After revision:  The choice of cross-sectional control units, a key step in its implementation, is nevertheless unresolved in data-rich environment when many possible controls are at the researcher's disposal.