mn-ownership-economy

Minnesota Ownership Economy: A Policy Framework

Draft for Discussion — April 2026

Section 6: Outcomes and Learning Architecture

This section consolidates the measurement framework into a single reference. It is organized around three questions: What are we trying to change? How will we know if it’s working? Who is responsible for knowing?

The Theory of Change

If Minnesota expands the tax, capital, procurement, and governance infrastructure that supports worker-owned and cooperative enterprise, and pairs capital access with management development and governance support, then more Minnesota businesses will convert to or form under these models, more Minnesota workers will build wealth through ownership, and the economic and political power of the ownership economy will grow — creating a self-reinforcing cycle that enables further expansion.

The critical assumptions in this theory:

Capital access is a primary barrier to cooperative and worker-owned enterprise formation — but not the only one. Management capacity, governance complexity, and member engagement are co-equal barriers that must be addressed alongside capital.
Tax incentives are sufficient to shift seller behavior in ESOP succession decisions — owners care enough about capital gains to change how they sell.
Procurement preference will be large enough to matter to ownership economy enterprises — contract values need to be sufficient to enable growth, not just symbolic.
Baby bonds will be used for ownership economy purposes at a meaningful rate, not just education or home purchase. (This is the assumption with the least evidentiary support and the longest feedback loop.)
Pension shareholder democracy can produce measurable corporate governance change without materially harming investment returns.

Each of these assumptions is testable. The measurement framework is designed to test them — and the decision triggers throughout the document specify what happens when assumptions prove wrong.

The Equity Lens

Every indicator in this framework should be disaggregated by race, geography (metro vs. greater Minnesota), and income level. The ownership economy agenda fails if it grows overall but the gains concentrate among already-advantaged workers and business owners. This is not a hypothetical risk — ESOPs in the United States are disproportionately white and concentrated in higher-wage industries. Intentional design and monitoring are required to avoid replicating existing patterns.

Equity-specific indicators across all six points:

Share of ESOP conversions in majority-BIPOC-workforce businesses
Share of cooperative lending reaching rural counties and communities of color
Demographic composition of the certified vendor pool under procurement preference
Baby bond enrollment rates and account balances disaggregated by race and income
Pension beneficiary advisory council composition relative to the public workforce
CLT and housing cooperative demographic composition relative to the communities they serve

A distinct note on tribal nation outcomes

Tribal citizen outcomes must be tracked separately from generic BIPOC metrics. Folding Native communities into aggregate racial equity data obscures the distinct structural situation of tribal nations — the trust land system, the sovereign immunity lending barriers, the government-owned enterprise model, the specific federal policy history — and produces indicators that cannot drive useful decisions.

Tribal-specific tracking should address:

Capital access: are Native CDFIs in Minnesota able to access public bank wholesale funding, and at what volume?
Citizen enterprise: are tribal citizen-owned businesses accessing cooperative loan fund capital, and is the Native CDFI partnership model working?
Procurement: are tribally owned enterprises participating in and winning contracts under the procurement preference program?
Baby bonds: enrollment and account balance trends for Native children, tracked in partnership with tribal governments that choose to share data — not extracted without consent

This tracking should be designed in partnership with tribal nations and with CICD at the Minneapolis Fed, not imposed by state program administrators. Tribal data sovereignty means tribes decide what data they share, with whom, and for what purposes. The framework’s role is to create the conditions for that partnership, not to mandate reporting.

The baseline question — what is the current economic condition of tribal citizens in Minnesota, across these dimensions — should be established through engagement with CICD’s existing research rather than new data collection. They have done this work. We should build on it.

Measurement Ownership

What	Who Measures	Cadence	Public?
🏭 ESOP conversion pipeline and completions	MNCEO	Annual	Yes — MNCEO annual report
🏭 Capital gains exemption utilization and cost	MN Dept of Revenue	Annual	Yes — tax expenditure report
🤝 Cooperative lending volume and demographics	MnCIFA / Finance Authority	Annual	Yes — required by enabling statute
🤝 Cooperative sector size and employment	CoMinnesota / Cooperative Network	Biennial	Yes — sector report
🛒 Procurement preference contract awards	Dept of Administration	Annual	Yes — procurement report
👶 Baby bond enrollment and demographics	Program administrator / MN Dept of Revenue	Annual	Yes — program report
🏦 Pension proxy voting compliance	State Board of Investment	Annual	Yes — required by policy
🏦 Portfolio company governance outcomes	Independent researcher	Every 3 years	Yes — published study
🚡 Racial wealth gap trend	Federal Reserve / U.S. Census	Every 5 years	Yes — public data
💼 Share of MN economy in ownership enterprises	U of MN / independent	Every 5 years	Yes — commissioned study
🏦 Public bank financial performance	MN Public Bank (Phase 3)	Annual	Yes — state financial report
🏠 Permanently affordable housing stock	MHFA / Minnesota Housing Partnership	Annual	Yes — housing gap report

Review Cadence and Adaptive Management

Annual review: Coalition leadership reviews all leading indicators against year-specific targets established in the measurement tables above. Flag any item where results are more than 20% below target. Determine whether the gap reflects implementation failure, design failure, or external conditions. Adjust program design or resource allocation accordingly.

Triennial comprehensive evaluation: Independent evaluation of all six policy points, commissioned by the Finance Authority (Phase 2) or the coalition (Phase 1). Evaluations should address: Is the theory of change holding? Are the critical assumptions proving true? What is the cost per unit of outcome achieved? What should be stopped, scaled, or redesigned?

Phase gate reviews: Before advancing from Phase 1 to Phase 2, and from Phase 2 to Phase 3, conduct a structured review against the phase gate criteria defined in Section 4. This review should involve coalition leadership, legislative champions, and at least one independent external reviewer. The decision to advance should be explicit and documented — not assumed based on the passage of time.

What We Are Willing to Abandon

An honest measurement framework requires naming in advance what results would cause us to stop or fundamentally redesign a program. This is uncomfortable but essential for credibility.

ESOP technical assistance fund: If fewer than 15 conversions are supported annually by year 3, and qualitative research shows the barrier is not capital but owner culture or employee interest, redirect resources to awareness and peer learning rather than continuing to fund an underutilized subsidy
Cooperative Loan Fund: If default rates exceed 15% after year 5, the underwriting criteria are wrong — pause new lending, commission an independent review, and redesign before resuming. If defaults are concentrated among cooperatives that received capital without adequate governance support, the lesson is clear: pair every loan with technical assistance, or do not make the loan.
Procurement preference: If the certified vendor pool remains below 100 vendors after year 3, the administrative burden of certification is too high — simplify the process or move to a self-certification model
Baby bonds: If enrollment is below 50% of eligible children after auto-enrollment is implemented, something more fundamental is wrong — investigate whether distrust of government institutions is a barrier and consider community-based administration
Pension shareholder democracy: If a court finds the voting policy violates fiduciary duty, pause immediately and engage fiduciary counsel before any further implementation
Permanently affordable housing: If CLT and housing cooperative units are not reaching lower-income families — if permanent affordability is serving middle-income households that could access market-rate housing — redesign income eligibility criteria before expanding

Communicating Results to Different Audiences

This framework is internal. How results are communicated externally differs by audience:

For legislators: Annual one-page dashboard covering six headline metrics — one per policy point — with a simple red/yellow/green status. Legislators respond to clarity and accountability. Lead with jobs and wealth numbers. Avoid jargon.

For funders: Biennial program evaluation with full outcome data, demographic disaggregation, cost-per-outcome analysis, and comparison to peer states. Funders want rigor and comparability. Show the methodology. Acknowledge what we don’t know.

For coalition partners: Annual coalition meeting presenting the full leading indicator dashboard, with open discussion of what’s working and what isn’t. Partners need to trust that the agenda is being managed honestly — that bad news will be shared, not hidden. This is the meeting where course corrections are proposed and debated.

For the public: Annual narrative report — not a data dump, but stories of specific businesses, workers, and communities that the ownership economy agenda has reached. Quantitative context, but human-centered. This is the accountability document for the voters who ultimately fund and authorize the agenda.

← Section 5 — Coalition, Governance, and Opposition