It may not just the British who are skeptical about the European Union. According to a poll from the Pew Research Center, many Europeans would rather focus on domestic issues and query whether obligations to allies should take precedence over their own national interests.

"There are so many questions about how Europe can act together collaboratively," James Bell, vice president of Global Strategy at the Pew Research Center told CNBC on Tuesday.