Welcome to Android Central! Do you get an error message? Does this happen on both wi-fi and mobile data?
Are you installing from the Play Store? If so, try going to Settings>Apps>All, select Google Play Store, and Clear Cache/Clear Data, then Force Stop. Do the same for Download Manager. Now try again.