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It is difficult to analyze and resolve any problem without a complete understanding of the data/facts. 

 

The more the problem is understood, the more effective the thinking will be. There is a positive correlation between people who develop more and better ideas/solutions with those that have relevant and accurate background knowledge of the problem.

 

If the data does not presently exist, you will have to determine where to find it. Be careful of analysis-paralysis where you collect too much information. And be mindful not to indiscriminately amass data/information. Make sure your data sources are reputable.