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When you make a connection utilizing a push-to-connect connector, ensure that you push the tube as fully in as you can go. You should feel a pop, when the tube is fully in and is caught by the push-to-connect connector.
Sample Experimental Set-up
With rubber tubing, ensure that the tubing tightly fits over the barbed part.