As to ratings valence, the directional opinion of other product users is especially important when consumers want to reduce purchase uncertainty. Thus, a stronger desire to reduce uncertainty should increase the importance of the rating signal. Indeed, Erdem, Zhao, and Valenzuela find higher importance of brand credibility in cultures with high uncertainty avoidance. Thus, the higher the uncertainty avoidance, the more the valence of online ratings should drive app popularity.