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Intro to managing your serials with
Net Cost per Paid Use
Heather Piwowar
February 26, 2020
@researchremix
heather@ourresearch.org
Hosted by ALCTS, the Association for Library Collections and Technical Services
@jasonpriem @researchremix
Non-profit company Our Research
(formerly Impactstory)
The people behind
Cost per Use
Cost per Use
+ improvements
= Net Cost per Paid Use
Goal: explain refinements to
Cost Per Use that we think make it
a better measure of subscription
cost-effectiveness
subscription cost-effectiveness
Net Cost per Paid Use
- Why
- What
- How
Net Cost per Paid Use
- Why CPU?
- Why a more advanced version
of CPU?
The purpose of the project was to
(1) identify titles for cancellation
(2) and to establish CPU for most titles ordered
individually and those within packages for
use in future contract negotiations
https://www.tandfonline.com/doi/abs/10.1080/
00987913.2018.1558936
subscription cost-effectiveness
https://www.library.unlv.edu/cd/s
ap2009/SAPprint2009.html
Net Cost per Paid Use
- Why CPU?
- Why a more advanced
version of CPU?
Why a more advanced
version of CPU?
1. Better capture "Use"
https://www.library.unlv.edu/cd/s
ap2009/SAPprint2009.html
Do a better job of
quantitatively representing
use than just downloads.
Why a more advanced
version of CPU?
1. Better capture "Use"
2. Don't pay for free
https://i.imgur.co
m/ie5FW27.png
https://i.imgur.co
m/ie5FW27.png
https://doi.org/10.1101/795310
50%of article views could be
fulfilled by OA right now...
70%will be in five years.
50%of article views must be
purchased now.
30%must be purchased in five
years.
The value of a
journal subscription
is collapsing.
That’s why your
subscription prices
keep dropping!
😄😄😄
Libraries are paying
for what's free.
subscription cost-effectiveness
Why a more advanced
version of CPU?
1. Better capture "Use"
2. Don't pay for free
Why a more advanced
version of CPU?
1. Better capture "Use"
2. Don't pay for free
3. Include cost of not
subscribing
Libraries are committed
to get their patrons what
they need.
ILL and document delivery
are not free.
Service cost, staff time.
Why a more advanced
version of CPU?
1. Better capture "Use"
2. Don't pay for free
3. Include cost of not
subscribing
better estimate of
subscription cost-effectiveness
Net Cost per Paid Use
- What should be included?
- What's the calculation for
NCPPU?
- Questions?
Net Cost per Paid Use
- What should be included?
- What's the calculation for
NCPPU?
cost per use
usage
● downloads
cost
● subscriptions
subscription cost-effectiveness
usage
● downloads
cost
● subscriptions
more accurate subscription
cost-effectiveness
usage
● downloads
● citations
● authorship
alternative
access
● Open access
● Perpetual access backfile
● ResearchGate etc
cost
● subscriptions
● ILL
Net Cost Per Paid Use
usage
● downloads
● citations
● authorship
alternative
access
● Open access
● Perpetual access backfile
● ResearchGate etc
cost
● Subscriptions
● ILL
Net Cost per Paid Use
- What should be included?
- What's the calculation for
NCPPU?
Cost
Use
Net Cost
Paid Use
Subscription cost - ILL cost
Paid Use
Subscription cost - ILL cost
Paid
downloads
citations
authorships
Subscription cost - ILL cost
NOT
Open Access
Perpetual Access
ResearchGate etc
downloads
citations
authorships
Net Cost
Paid Use
Fun to note that NCPPU can be negative!
Net Cost per Paid Use
- How can we calculate NCPPU?
- How can we use it in real life?
Questions?
Net Cost per Paid Use
- How can we calculate NCPPU?
- How can we use it in real life?
What do we need to calculate it?
- subscription cost
- ILL cost per request
- number of ILL requests
- download count
- citation count
- authorship count
- fraction of downloads available via alternative
access
Forecast into the future!
It matters!
What do we need to calculate it?
- subscription cost
- ILL cost per request
- number of ILL requests
- download count
- citation count
- authorship count
- fraction of downloads available via alternative
access
What do we need to calculate it?
- subscription cost
- ILL cost per request
- number of ILL requests
- download count
- citation count
- authorship count
- fraction of downloads available via alternative
access
What do we need to calculate it?
- subscription cost
- ILL cost per request
- number of ILL requests
- download count
- citation count
- authorship count
- fraction of downloads available via alternative
access
What do we need to calculate it?
- subscription cost
- ILL cost per request
- number of ILL requests
- download count
- citation count
- authorship count
- fraction of downloads available via alternative
access
What do we need to calculate it?
- subscription cost
- ILL cost per request
- number of ILL requests
- download count
- citation count
- authorship count
- fraction of downloads available via alternative
access
What do we need to calculate it?
- subscription cost
- ILL cost per request
- number of ILL requests
- download count
- citation count
- authorship count
- fraction of downloads available via alternative
access
- fraction of downloads available via alternative
access
this one is hard!
Why calculating free
access is hard
OA
OA at the time it is read
Backfile
Backfile interaction
with reading-age-decay
curve
ASN, ResearchGate
estimates
ASN, ResearchGate
estimates when not
open, no API
Finally: Sum it up,
no double-counting
Projected into the
future five years
What do we need to calculate it?
- subscription cost
- ILL cost per request
- number of ILL requests
- download count
- citation count
- authorship count
- fraction of downloads available via alternative
access
Questions?
Net Cost per Paid Use
- How can we calculate NCPPU?
- How can we use it in real life?
A data dashboard that helps you
maximize real subscription value
You upload
● Your COUNTER data
● custom data, if you have it:
backfile, price lists, etc
We bring:
● Unpaywall OA data
● your institution’s citation and
authorship patterns
Source of your institution's
citation authorship data:
- GRID/ROR,
Microsoft Academic Graph
Source of OA data:
- Unpaywall
You’re already
using Unpaywall
if you use:
● Web of Science
● Scopus
● ProQuest Summon
● OCLC WorldCat
● EBSCO EDS
● DS Dimensions
● Lens
● etc..
● Your COUNTER data
● custom data, if you have it:
backfile, price lists, etc
+
● Unpaywall OA data
● your institution’s citation and
authorship patterns
Creates
A model projecting costs and
fulfillment for every journal,
for the next five years, using
NCPPU as the subscription
cost-effectiveness metric.
Non-profit,
open source,
open data,
open infrastructure
Free demo, real data:
journals.unpaywall.org
$1000/yr for custom
dashboard
Still early,
would love your feedback.
team@ourresearch.org
We'd love it if you want to check out
the demo or subscribe, but you can
also calculate much of this yourself,
and also just think about your
subscription cost-effectiveness
differently.
THE MAIN GOAL:
Explain refinements to
Cost Per Use that we think make it
a better measure of subscription
cost-effectiveness
Net Cost per Paid Use
- Why
- What
- How
Thanks! Questions?
team@ourresearch.org
journals.unpaywall.org
(Check out next week's webinar on calculating OA spend!)
Heather Piwowar
@researchremix

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