Well this depends, You dont mention which app or apps that are doing this, But it is real common with many apps for example ApkTime, You download an apk and once you close the app the downloaded file gets automatically deleted, To test this try downloading again and instead of closing the app hit the home button then navigate to the corresponding folder you expect it to be in, If it is still there then you will know this is whats happening.