Some studies suggest that a surprisingly high percentage of work in the biological sciences is not reproducible (see Nature article series at http://www.nature.com/nature/focus/reproducibility/ for more background).
Here are some explanations for failure to replicate the findings of a published study:
1. Inaccurate or incomplete methods reported in original study
2. Inappropriate statistics (see this essay: http://goo.gl/OLqCyU for background)
3. Inability to precisely reproduce experimental conditions due to natural variation or logistical reasons (e.g., for a field experiment)
One suggested solution, which addresses the first reason, is to use video to show precisely how an experiment or procedure was carried out (see this essay: http://goo.gl/Z5BFCw).
What do you think? What are your observations with respect to reproducibility in your specific field and to what do you attribute it?