Haaland: Shot Selection

Feb 5, 2020; Morgantown, West Virginia, USA; Iowa State Cyclones guard Prentiss Nixon (11) shoots defended by West Virginia Mountaineers guard Miles McBride (4) and guard Taz Sherman (12) during the first half at WVU Coliseum. Mandatory Credit: Ben Queen-USA TODAY Sports

I came to the realization a few years ago that while the point of basketball is to score more points than your opponents, each game is really just a contest of seeing which team can create good scoring chances the most often. After that, it is really just a matter of shot-making ability and hitting averages. That probably doesn’t sound particularly insightful or profound but it relates back to the collective randomness of opponent jump shooting.

Cyclone opponents are making 36 percent of their three-point attempts (305th) and nearly 39 percent of attempts in Big 12 play, bad enough for last place. That is the primary reason that the ISU defense is 130th in KenPom adjusted defense. The table below shows the Cyclone offense and defense shooting splits by location (compliments of prior to the game at West Virginia.

*Note that the sum of the share column is not 100% because dunks are included in the close two shot attempts. Also, the category of long two is pretty ambiguous because it includes all two-point attempts that are not dunks, layups, tip-ins, etc…

The aforementioned three-point defense stands out as well as the field goal percentage on close two-point shots. The biggest strength is that the defense is 27th and 26th best in the country in limiting close two-point shots and forcing long two-point shots, respectively.

Two points to make from this information; 1) if Iowa State truly is a “bad three-point defense” then shouldn’t that also be the case on the field goal percentage for long two-point shots? Instead, opponents are making 34 percent of those attempts which is top 100 instead of bottom 50 as it is for opponent 3-point percentage. 2) While some of these numbers are bad, others are respectable so how does this add to defense at 130 in the KenPom ratings? Based on opponent turnover percentage and defensive rebounding percentage the Cyclones give opponents the 65th most scoring chances per game when adjusted for tempo.

On the offensive side, the two primary problems have been the poor three-point shooting and the sheer volume of shots that are categorized as long twos. What is the main issue with that? On close two-point shots, Iowa State has an expected value (EV) of about 1.33 points per shot, on three-point attempts, the Cyclones average 0.95 points per shot, but on long two-point attempts that dips way, way down to 0.67.

To look at this further you have to dig into the individual numbers. This data is also updated through the Texas game and it is sorted by the frequency of shots via the Team Share column. For instance, Tyrese Haliburton attempts a three-pointer on 9.4 percent of all Iowa State field goal attempts and is the most common shot taken (-3 after the name of the player is for three-pointers, C2 for close twos, and L2 for long twos). In the column next to that is the expected value of that shot for that player based on the percentage of makes and if it is worth two points or three points. That EV is then ranked in the column furthest to the right. In a utopian world when this is sorted from most frequent to least frequent, you’d want to see that match with the EV ranking so that the shots with the highest EV are being attempted the most often.

As you can see, that isn’t really close to what is happening. In my opinion, some of that could be coaching deficiencies or poor player decision making but I think it is most connected to being short on offensive talent but especially shooters to stretch defenses and create space at the paint to free up more of the highest EV shot, close twos.

Kirk Haaland


Kirk has been a contributor at Cyclone Fanatic since the fall of 2009 and is a lifelong Cyclone fan. He eventually started his own website,, where he cultivated an interest in statistical analysis and historical Iowa State football and basketball data. In 2014, Kirk came to Fanatic and housed his works here. In 2015 he launched a new website,, as the co-founder. There you can find in depth analysis of all things involving advanced statistical analysis in college football for every FBS program. Kirk graduated from Iowa State University in 2006 with a degree in Industrial Technology and has worked as a Manufacturing/Quality Engineer ever since. He's married to his wife, Kelley, and has three daughters, Hannah, Hayley, and Kinley (plus his Golden Retriever, Clyde).