Remember before I say this that I like walks much better than Dusty seems to..but what if I came on the board last Sunday and said see...the Cubs took 0 walks, and scored 15 runs! It looks like they should keep preaching agressiveness. I would be roasted for looking at that one game as evidence, because the 2 stats are not well correlated. So it's silly to look at this game as evidence of the other side, however a help it might have been. except the stats are well correlated (that is obp and runs) Yes, but OBP is not exactly what we are talking about here. Most of the correlation between OBP and runs is inherent in the correlation between batting average and runs. For example..there are 11 teams with over 300 walks this season. 6 are in the top 10 of runs scored, 2 are between 11-20, and 3 of those teams are in the bottom 10 of runs scored. Out of the bottom 5 teams in walks, 1 of them is in the top 10 of runs scored, 2 are in between 11-20, and 2 are in the bottom 10. Also, look at this. The average number of walks by the division of 10 Top 10: 313.2 BB's 2nd 10: 277.2 BB's Last 10: 280.4 BB's Do walks have an affect on runs? Definitely. Does it have as much of an affect as a change in batting average? Not a chance. That's why OPS is such a good stat in evaluating runs for a team. The top 10 teams in OPS are also the top 10 teams in runs scored. That has direct correlation-while walks do not. And remember, it is walks alone we are talking about, since the original posted did not say that we had 9 walks and also had so many hits, which would be the components of OBP. Instead, he singularly wanted the Cubs to walk more, and walks have only a slight to moderate correlation to runs scored. except the stats are well correlated (that is obp and runs) Ok, that's fine. I will say that it is irrelevant to this discussion however, since the original poster was talking about the effect walks have on runs, not overall OBP. When I said that the stats were not well correlated, I was talking about walks as well, so therefore your statement is irrelevant to the current discussion and has no impact on my original statement. The primary reason that OBP and runs are decently well correlated is the difference in batting average (and still not nearly as well correlated as OPS). Differences in walks play a smaller role in run production, which is what I was saying to the original poster. What you are missing, and this is big, I mean really big, is that you cannot take walks out of OBP or OPS. Walks are important.