The Missing Asterisk: How OverDrive Built a Business Model on Unverified Claims
In 2018, OverDrive founded the Panorama Project. It was funded by OverDrive. It was designed to prove a specific thing: that library lending drives retail book sales. And when it found what it was designed to find, OverDrive began citing the results as evidence.
The problem: the most eye-catching finding doesn't hold up under scrutiny, independent research contradicts it, and OverDrive is now building a multimillion-dollar bookstore conversion product on top of it.
The Flagship Claim: The Big Library Read
The Panorama Project's flagship study measured what happened when OverDrive ran the "Big Library Read" program in April 2018. One book was simultaneously featured across 14,700 library branches for two weeks. The result: ebook sales jumped 720% and print sales rose 38% above pre-campaign levels.
Sounds like proof that library lending drives retail sales. But here's the problem:
What This Study Actually Measured
OverDrive ran a massive, coordinated promotional campaign through its own platform across 14,700 branches and measured the sales impact. That\'s not typical library lending. That\'s a marketing campaign.
It's like Coca-Cola running a $10 million Super Bowl ad, measuring the sales bump, and then claiming "grocery stores see a boost." Yes, because they ran a national advertising campaign.
The study proves: National promotional campaigns work. It does not prove: Typical library circulation drives retail sales.
Why This Matters
Potash cites this number everywhere. "Library lending drives retail sales" becomes the justification for the bookstore connection pilot. If library patrons read books for free from libraries, and free reading drives retail purchases, then connecting those patrons to bookstores is good for everyone.
But the evidence for that premise comes from OverDrive's own marketing campaign, not from typical library borrowing patterns.
The Broader Survey: The 38% Figure
The Panorama Project's 2020 consumer survey found that 38.31% of respondents had bought a book online that they first found in a library within the last 12 months.
This number gets cited a lot. But it has three critical limitations:
Problem 1: Sample Bias
The survey recruited over 4,300 respondents via Qualtrics panel, 75% of whom already had library cards. This is not a random sample of book buyers. People who use libraries are more engaged readers and more likely to buy books anyway. The survey doesn't measure whether the library exposure was the deciding factor or whether those people would have bought the book without ever visiting a library.
Problem 2: No Causation
Finding "a book in the library, then bought it later" doesn't prove the library caused the purchase. It could be:
- The person was interested in the book anyway and used the library to preview it before buying
- The person saw a positive library review and that made them interested in buying
- The book was on the bestseller list and the library carried it; both sources are correlated but independent
- The person read the library copy, enjoyed it, and bought the next book by that author (not displacement, but a different mechanism)
Correlation is not causation.
Problem 3: No Control Group
There is no measurement of what percentage of book buyers don\'t use libraries. There\'s no control group of people who never found books in libraries but still bought books. Without that comparison, 38.31% is meaningless.
What Independent Research Actually Shows
German Government Study (2024)
Finding: E-lending has a direct negative effect on retail ebook sales. (Published by Germany's federal government as part of its cultural policy review.)
Implication: Library access reduces, not increases, commercial ebook purchases.
Methodology: Government-commissioned research, independent of any vendor.
Japanese Academic Research
Finding: No statistically significant positive correlation between library lending and book sales.
Implication: Library lending is neutral, not positive, for retail sales.
Methodology: Peer-reviewed academic study. (Multiple Japanese researchers have examined this question; see Kanazawa and Kawaguchi (2022) for a representative study.)
Macmillan Internal Data (2019)
Finding: E-lending was reportedly "directly cannibalizing" retail ebook sales, per statements from then-CEO John Sargent.
Evidence: Strong enough that Macmillan implemented a library ebook embargo in November 2019 (later reversed in March 2020).
Implication: A major publisher's own data showed library lending hurts retail sales, not helps.
The Missing Asterisk
Potash wrote, in official press releases and testimony, that "retail sales see a boost*" from library lending.
That asterisk implies there's a citation, a study, a data source backing up the claim.
But the footnote was never published. The most likely source is OverDrive's own Panorama Project, which:
- Was founded by OverDrive
- Was funded by OverDrive
- Was designed to prove a specific outcome
- Measured OverDrive's own promotional campaigns
- Found results that independent research has contradicted
He can\'t cite it because citing his own company\'s funded research in a press release about his own company's product would make the circularity obvious.
But he can't NOT make the claim, because the entire pitch to publishers, and the entire justification for the bookstore pipeline, depends on it being true.
The missing asterisk is the tell.
How This Connects to the Bookstore Pipeline
The Logical Chain
- Claim: Library lending drives retail book sales (cited but unsourced)
- Inference: Therefore, connecting library patrons to retail is good for everyone
- Product: Kent District Library pilot connecting patrons to bookstores
- Expansion: 2026 plans to test this "service" more widely
- Reality: Independent research suggests library lending hurts retail sales
If the premise is wrong (if library lending actually reduces retail sales), then the entire justification for the bookstore conversion model collapses. The library wouldn't be a "lead generation" channel to bookstores. It would be a substitution channel that reduces bookstore revenue.
But OverDrive is building the product anyway. They\'re already testing it. They\'ve already partnered with Kent District Library.
This tells you something about how much faith they have in the premise: not much. They\'re building it because the data flow (patron reading behavior connected to retail) is valuable regardless of whether it actually drives sales. They\'re monetizing the data and the connection, not the proven impact.
The Timeline: How This Plays Out
OverDrive founds and funds the Panorama Project, designed to prove library lending drives retail sales.
The Big Library Read program runs. 14,700 branches, one book, two weeks. OverDrive finds that it works (because it's a coordinated marketing campaign).
Panorama Project releases consumer survey: 38.31% of respondents bought books after finding them in libraries. No control group. Respondents recruited via Qualtrics panel (75% had library cards).
German government study (DIW Econ for BKM) and Japanese academic research (Kanazawa and Kawaguchi, 2022) both contradict the Panorama findings. Independent data shows library lending reduces retail sales, not increases.
OverDrive pilots bookstore connection with Kent District Library. Eric Miller is hired as Director of Data and Information Science (per LinkedIn) to operationalize patron data flows.
Potash testifies to DC Council about ebook pricing legislation. Makes claim about retail sales impact but does not cite source. Announces plans to expand bookstore test in 2026.
OverDrive deploys bookstore connection feature more widely. Monetizes patron data as consumer acquisition asset. Whether or not it actually drives sales becomes irrelevant; the data is valuable to publishers and bookstores.
What Questions to Ask
- About the Panorama Project: Who sits on the advisory council? What conflicts of interest exist? Why has Sari Feldman (who has served on the OverDrive advisory board and is a former ALA president) been advising a vendor-funded research initiative about vendor products?
- About the Big Library Read study: Did OverDrive ever publish the methodology separately from the marketing materials? How many confounding variables were controlled for?
- About the consumer survey: What was the sample size? How were respondents selected? Was there a control group?
- About the bookstore pipeline: Which bookstore is Kent District Library connected to? What are the financial terms? Is the bookstore aware they're acquiring customers from a public library?
- About the missing citation: In official press releases and testimony, where exactly is the source for the claim that library lending drives retail sales?
The Bottom Line
OverDrive founded a research initiative designed to prove a specific outcome. When independent research contradicted that outcome, OverDrive didn't adjust the product roadmap. They built the product anyway.
They\'re not trying to prove the claim anymore. They\'ve already abandoned that battle. They're monetizing the data pipeline, and whether the data actually drives retail sales is a secondary concern.
The missing asterisk is the moment they realized the claim wasn\'t defensible. It\'s been missing ever since.
Read the full testimony: B26-0490 Testimony PDF
This analysis is based on documented Panorama Project findings, independent research from the German government-commissioned DIW Econ study (2024), Japanese academic research (Kanazawa and Kawaguchi, 2022), and Macmillan's disclosed internal findings from 2019.