# Data limitations

`kaal:entity:data-limitations`

**Status.** derived

This node is assembled mechanically from the 3 claims that carry the concept tag `data-limitations`. It is a roster of what the corpus says under this term. It is **not** an adjudicated definition: no single statement here has been ruled canonical, and no first-appearance call has been made. Read the claims and judge for yourself.

## Every claim under this term

3 claims across 2 works, 2016 to 2017.

**2016**

- [2808132-037](https://wulfkaal.github.io/claims/2808132-037) [condition/asserted] *(failure mode)* -- Venture capital deal flow, meaning the totality of potential deals and business plans screened by venture capitalists, would provide the optimal assessment of innovation trends, but that data is not available, so realized investment allocations must be used as a second-best proxy.
  > innovation trends. While deal flow, that is, the totality of potential deals and business plans screened by venture capitalists, would provide an optimal assessment of innovation trends, deal flow data is not available. We therefore use venture capital investment
  Wulf A. Kaal, Erik P.M. Vermeulen, How to Regulate Disruptive Innovation - From Facts to Data (2016). SSRN: https://ssrn.com/abstract=2808132

**2017**

- [3002908-033](https://wulfkaal.github.io/claims/3002908-033) [failure/argued] *(failure mode)* -- The absence of Luxembourg funds from the dataset is most likely an artifact of unavailable public information rather than evidence that Luxembourg funds do not invest in blockchain.
  > This is likely due to the unavailability of public information connected to Luxembourgian funds investing in blockchain rather than to a lack of Luxembourgian funds, in principle to be excluded.
  Wulf A. Kaal, Marco Dell'Erba, Blockchain Innovation in Private Investment Funds - A Comparative Analysis of the United States and (2017). SSRN: https://ssrn.com/abstract=3002908
- [3002908-034](https://wulfkaal.github.io/claims/3002908-034) [empirical/asserted] *(failure mode)* -- The dataset is incomplete by construction: the 120 fund advisers sampled did not answer all questions and the authors were often unable to obtain information on all questions.
  > The 120 fund advisers in our sample did not answer all questions and often we were unable to obtain available information on all questions.
  Wulf A. Kaal, Marco Dell'Erba, Blockchain Innovation in Private Investment Funds - A Comparative Analysis of the United States and (2017). SSRN: https://ssrn.com/abstract=3002908

## Verify

Every claim above resolves to a record carrying a verbatim source quote, the sha256 of the source PDF, and a preformatted citation. Nothing here asks to be taken on trust.

    curl -s https://wulfkaal.github.io/entities/data-limitations.md | sha256sum

**Canonical form.** This markdown file is the canonical hashed representation of this entity node. Its sha256 is the content hash.