It's all about gauging where the force is in the market. Quality of Volume to me simply means the condition where price moves with relatively higher volume against a price point and especially a swing point. It's based on the logic of supply and demand - if there's a genuine desire to break and hold a swing point, it will be reflected in greater supply (volume) at that level.
So for example, when SPX broke and held the 741.02 swing low on a weekly, it had about 8% higher volume, which makes it a Quality of Volume move down. This week's bar pushed topside and volume contracted by about 5%. This tells me the force is still downtown.
On a weekly bar, SPX would need to break the Jan. 26th swing high @ 877.86 on Quality of Volume to change the bearish dynamic in the marketplace; or it could test the swing low @ 666.79 on lighter volume and close above it to indidcate a consolidation between the low and a higher price point.

In evaluating any chart, it's important to identify signs of strength and signs of weakness. Both are simply bars with wide price spread and relatively heavier volume (Quality of Volume). They indicate there's force behind a move (real buyers or sellers).
This bear market has taught me how important testing a swing point is when judging a sign of strength or weakness. That's because short covering rallies are characterized by bars pushing price higher with heavy volume but failing to break a swing point. Then if volume dies, that's a heads up that the temporary short-covering is now distribution.
This is evident on the daily SPX chart:

The financial sector (XLF) has produced by far the most short covering rallies since the bear market began. XLF often charges for its last swing high on relatively heavy volume, and then suddenly volume peters out before reaching the swing high and the financials resume tanking.

Switching over to the NDX, it's apparent how each swing high is made on dramatically lighter volume than the referenced downdraft bars.

Those previous charts represent stealth signs of weakness and indications of a pullback. It's been my contention for the past couple of weeks that the energy sector wants to break down, and I believe it will still drag the broad market lower.
Finally, here's a look at the oil sector and its highest weighting stocks.




