Qualification: Contractibility and Asset Ownership: On-Board Computers and Governance in U.S. Trucking

Record: kaal:position:2026-08-08-349 · 2026-08-08

Baker and Hubbard make firm boundaries observable as a response to verification technology. Using detailed trucking data, they examine whether on-board computers changed the contractibility of driver actions and, through that change, truck ownership. Adoption reduced driver ownership, especially for long hauls. It moved production toward more integrated asset ownership. The result supports Kaal's proposition that a firm's boundary can vary with the technology used to verify performance. It also qualifies it sharply: better verification did not make the firm disappear. In this setting, it reduced independent contracting and produced larger firms. The comparison remains bounded. On-board computers monitored truck drivers in one industry. They did not test autonomous agents, computational abundance, or Kaal's residual verification architecture, and the results do not establish that every improvement in verification expands firm boundaries. Baker and Hubbard show instead that direction depends on how contractibility alters incentive and bargaining costs. Their evidence supports the empirical program. It does not establish a universal boundary rule.

Affirmed commentary position. This record extends a source-bound scholarly claim but is not a verbatim paper claim.
Holds when
Current debate

Contractibility and Asset Ownership: On-Board Computers and Governance in U.S. Trucking

Scholarly basis

kaal:claim:7261481-014
Wulf A. Kaal, Computative Economics: A Framework for Economic Analysis under Computational Abundance (2026). SSRN: https://ssrn.com/abstract=7261481
Source PDF sha256: 78c42db521624f7398717732a7fa51a6e3157a5adf02a2e09fbab15e0cf920d9

Evidence and mapping

Evidence: peer-reviewed Quarterly Journal of Economics article with a complete NBER author manuscript and concordant Crossref, OpenAlex, and Semantic Scholar records
Review tier: independent substantive scholarly-growth qualification
Mapping confidence: 0.99
Mapping ambiguous: false

Topics

economicsinstitutional-designscholarly-growth-coveragescholarly-literaturefirm-boundariesverification-technologycontractibilityasset-ownershipvertical-integration

Provenance

Affirmed in kaal-review:2026-08-13:scholarly-growth-7261481-014-reviewed-v1 on 2026-08-08. Review record.

Verify

Canonical markdown sha256: 4bef6ba71bbb4c2a7612fbabc66231cea4d567ea551f9b156d4f79721e4f5e43
curl -s https://wulfkaal.github.io/positions/2026-08-08-349.md | sha256sum