ACCESS Database & the Bin/Debug folder

Your connection string should look like this to link your app with a DB that is placed within the Bin/Debug folder: (Access example)

Private Const _strCONNECTIONSTRING As String = "Provider=Microsoft.Ace.OLEDB.12.0;" & _
        "Data Source=DatabaseName.accdb"