Usually, sleeping in a recliner should not cause any harm. Still, in some cases, people can experience blood clots (a situation that occurs if your arms or legs are unmoved for hours) when they use unsuitable recliners or sleep in the wrong positions. Consult your physician as soon as you experience any health issues from the use of your furniture.