The less you bring into your home the less opportunity of collecting clutter. When you’re out shopping ask yourself THREE QUESTIONS: do you LOVE it, do you NEED it, and will you USE it... before purchasing.
Also, consider how the item is packaged... can you recycle the majority of it?
Don’t take plastic bags from every store you shop at. Bring your own!