Print Item Usage Analysis

This project analyzed a twelve year series of print items in the NCSU Libraries collection to determine the proportion of items used by years in the collection and examined the correlation between an item's years in the collection and its circulation status.

Overview

How We Did It

393,062 unique items were included in the analysis representing items from the collections of the main D.H. Hill Library and the four branch libraries at the time: Design, Natural Resources, Textiles, and Veterinary Medicine.

This project differed from many studies of library circulation by examining the categorical status (i.e. 'used at least once' or 'never used') of items as opposed to the overall circulation of a collection. Overall circulation counts are heavily right skewed. Using total circulation as the base metric underestimates the use and value of a collection.

The proportion of items that have been used increases steadily the longer the item is available in the collection. The NCSU Libraries data indicate that up to 72% of items have been used after twelve years in the collection.

Circulation status can also be coded to allow for a more detailed view of the use of the collection.

Calculating the Spearman rank-order correlation coefficient between years in the collection and circulation status (measured on a scale of 'Never', 'Once', '2-5 circs', '6-10 circs', 'More than 10') indicates a relationship between the two variables. The Spearman correlation (rs) for this 12 year sample is 0.26. While the correlation is significant at p < .0001 it can still be considered relatively weak. More investigation is needed into other variables such as publisher, content level, required reading, and discipline that may be related to whether or not an item is used.

These findings are in contrast to the impression that most items never circulate. This has implications as libraries begin to use patron driven purchasing strategies as the data would argue against removing ebook records from the catalog after a two year period of non-use.

Additional Info:

YearsCirculation Status  
in CollectionNeverAt Least OnceTotal
112577333215909
 79.0620.94 
211496662318119
 63.4536.55 
3162791468530964
 52.5747.43 
4178721738735259
 50.6949.31 
5127851677529560
 43.2556.75 
6128341780430638
 41.8958.11 
7146162175036366
 40.1959.81 
8154272097736404
 42.3857.62 
9146452728541930
 34.9365.07 
10127352720739942
 31.8868.12 
11104802719237672
 27.8272.18 
12111422915740299
 27.6572.35 
Total162888230174393062

Total circulation counts are heavily right skewed.