Empirical Science for Civic & Economic Impact
Truveun conducts rigorous econometric modeling, spatial statistics, and quantitative policy evaluations to empower civic leadership, optimize public capital, and support underserved communities.
Our Research Mission
“At Truveun Labs, we combine rigorous econometric and statistical research with moonshot experimentation to shape smarter public policy. We partner with leaders and institutions to evaluate real-world policy impacts, strengthen underserved communities, and advance vital civic systems—from public safety and municipal finance to housing and transportation infrastructure.”
Core Research Pillars
Our research agenda blends econometric theory with computational tools to analyze complex civic challenges across six primary domains.
Econometric & Statistical Modeling
Deploying causal inference frameworks, panel estimators, and synthetic control methods to measure the true economic impacts of policy interventions and counterfactual scenarios.
Municipal Finance & Taxation
Analyzing local tax incidence, property valuation equity, municipal bond sustainability, and revenue volatility to help cities maintain fiscal resilience under shifting macro conditions.
Housing Development & Urban Economics
Investigating housing supply elasticity, zoning code modernizations, residential construction costs, and displacement risk to inform equitable housing policy.
Transportation & Infrastructure Networks
Modeling transit accessibility, congestion pricing dynamics, and capital allocation efficiencies to modernize regional mobility and reduce commute burdens for frontline workers.
Public Safety & Community Support
Conducting spatial analysis and evidence-based program evaluations to improve emergency response resource allocation, advance justice analytics, and support historically underserved neighborhoods.
Frontier Moonshot Experiments
Designing experimental computational environments, agent-based policy simulations, and generative decision tools that help public leaders test interventions before legislative rollout.
Selected Research & Policy Briefs
Empirical studies and working papers produced by Truveun Labs researchers, combining statistical rigor with clear public policy translation. All studies follow our Methodological & Statistical Safeguards.
An Evaluation of the MBTA Communities Law (Section 3A) in Massachusetts
🔬 Hypothesis
Communities that adopt multifamily zoning that is allowed as of right under Section 3A will permit more new homes than similar communities that haven't adopted it yet, with the biggest gains in apartment and multi-unit buildings. The study covers all 177 MBTA communities from 2015 to 2025. It compares 89 adopting communities with 67 that hadn't yet adopted, using vote dates verified against public records. The analysis plan was locked before any results were examined.
📊 Core Findings
Results will be released after the pre-registered analysis is finished, and an update is planned for the fall 2026. The study also looks at three related questions:
- Whether more permits are for buildings with two or more units, and for buildings with five or more.
- Whether parcels inside the new districts change differently from nearby parcels just outside them, in new homes, sale prices and land values.
- Whether results differ by how much capacity was zoned and how close it is to transit.
An Empirical Assessment of the Residential Tax Exemption (RTE) : a case study from Concord, MA
🔬 Hypothesis
Concord adopted a 10% RTE in November 2023 (FY2024) with three aims: give owner-occupants tax relief, preserve economic diversity, and help older residents stay in their homes. The study tested whether, compared with seven similar towns, Concord saw any change in home prices, affordability, rents, turnover, long-time owner sales, demographics or housing stock after adoption.
📊 Core Findings
- What it does: The RTE is a progressive tax vehicle that essentially shifted $3.2M a year of the residential tax bill from higher-value homes, rentals, and non-qualifying owners to qualifying owner-occupants. That relief leans somewhat toward lower-income and older neighborhoods as intended.
- Why the effect is small: The typical saving is a few hundred to about $1,300 a year. That is roughly 2% of a lower-value buyer's yearly ownership cost, too small to change who buys, sells, rents, or stays.
- Nothing moved beyond normal variation: Across prices, valuations, affordability, rents, turnover, tenure, demographics, school populations, and rebuilds, no outcome in Concord moved differently from its seven peer towns by more than normal town-to-town variation.
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Several trends ran opposite to the goals (and in direct contrast of Select Board goals). In the first post-RTE year:
- Homes owned since before 2000 sold more often in Concord (+40%) while the peer average fell (−26%). This is proxy for established, older residents in town and suggest the RTE did nothing to blunt the sales of older homes (and possibly accelerated sales as the lower value home cost of ownership declined).
- Lower-value homes changed hands 16% more often in Concord, while the peer average fell 4%. This suggests affordability decreased either despite or as a result of the RTE.
- New condos, 2–3 families and apartments were built at 0.5 per 1,000 homes a year in 2022–24, versus 1.1 for peers which suggests RTE had no impact on density.
- Before the RTE, about 9.7% of Concord's K–8 students came from low-income families (about 190 students a year). In the two school years since, the share has been about 9.5% (about 180 students). Peer districts barely moved either (+0.3 points), so Concord's small dip is well within normal year-to-year variation. If the RTE were helping lower-income families stay in or move to Concord, this share would be expected to rise; so far it hasn't.
- One measure may support the RTE: The share of all home sales affordable to a moderate-income household fell less in Concord: −5 points, versus −14 for peers (p = 0.375). However, upon review, this is mostly driven by additional lower-priced homes sold in Concord in 2024 vs. other years.
- Bottom line: The goals are not supported by the evidence so far. The RTE functions as a modest tax-relief transfer, not as a housing or diversity tool. The Task Force alternatives are better matched to the stated goals: the means-tested senior exemption (Chapter 59 §5 clause 41C½), a Section 5O pilot, and a Town Meeting vote.
New Study Evaluates Impact of Flock LPR Technology, Finding Significant Increases in Crime Clearance Rates and Investigative Speed
🔬 Hypothesis
The study was designed to measure whether adopting Flock LPR systems leads to measurable improvements in case clearances. Researchers compared adopting agencies with peer agencies before and after deployment, separating the effect of the technology from general crime and staffing trends.
📊 Core Findings
To be announced in October 2026.