DUE THIS WEEKSustainable Technology Assessment Project
CVEN 5019 · Week 7 · Fall 2026
Justice, Equity &
Project Management
Environmental justice frameworks, distributional analysis of clean energy, community-based design, just transitions, and integrating sustainability at every phase of project delivery.
Instructor Carlo Salvinelli
Date Week 7
Note No Integration Day this week
Session Overview & Learning Objectives
Today's Agenda
  • EJ Frameworks in Practice — EPA EJScreen, CalEnviroScreen, cumulative impact scoring
  • Distributional Analysis — who bears costs vs. captures benefits of the clean energy transition
  • Community-Based Participatory Design — principles, methods, real coalitions
  • Just Transition Frameworks — ILO guidelines, BlueGreen Alliance, what it actually requires
  • Poverty Metrics in Tech Assessment — SDG 1/10, energy affordability, Gini implications
  • Project Management for Sustainability — lifecycle phases, decision gates, LCA integration, end-of-life
  • Activity — Peer review of Sustainable Technology Assessment Projects
Learning Objectives
  • Apply EJ screening tools to real siting and design decisions and interpret cumulative impact scores
  • Conduct a basic distributional analysis of a technology rollout, distinguishing cost-bearers from benefit-capturers
  • Describe the core principles of CBPD and contrast it with token public engagement
  • Articulate what a just transition requires beyond job retraining programs
  • Integrate social equity metrics (energy burden, Gini) into a technology assessment framework
  • Place LCA and stakeholder analysis at the correct decision gates in a project lifecycle
EJ Frameworks in Practice
EPA EJScreen
  • 12 EJ Indexes combining environmental indicators (PM2.5, traffic proximity, superfund sites, wastewater discharge) with demographic indicators (% low-income, % minority, % linguistically isolated)
  • Cumulative impact score = percentile rank within state or nation; a score >80th percentile triggers federal EJ review requirements under EO 12898 and Justice40
  • Siting use case: before selecting a facility site, pull block-group scores — a solar installation sited in an EJScreen >80 community must include community benefit agreements under many state permitting frameworks
  • Limitation: point-in-time snapshot; does not capture cumulative permit history or land-use change over time
CalEnviroScreen 4.0
  • California's gold-standard cumulative impacts tool — scores all ~8,000 census tracts on 26 indicators across Pollution Burden (exposure + environmental effects) and Population Characteristics (sensitivity + socioeconomic factors)
  • Final score = Pollution Burden × Population Characteristics; top 25% (SB 535 disadvantaged communities) receive minimum 35% of cap-and-trade funds
  • Design decision example: LADWP used CalEnviroScreen to prioritize which neighborhoods receive EV charging infrastructure and solar+storage under its "Clean LA" grid modernization plan
  • Key advance over EJScreen: multiplicative scoring captures interaction effects — a community with moderate pollution AND high vulnerability scores higher than either factor alone would suggest
Design rule: run both tools. EJScreen for federal compliance; CalEnviroScreen (or state equivalent) for granular equity targeting. Document methodology in your project's equity appendix.
Distributional Analysis — Who Pays, Who Benefits?
Cost-Bearers
  • Low-income renters bear higher electricity bills as utilities recover grid upgrade costs through volumetric rates — the average US low-income household spends 8.6% of income on energy vs. ~2% for median-income households (ACEEE 2020 energy burden data)
  • Fossil fuel community workers face stranded livelihoods; a typical coal plant closure eliminates 300–500 direct jobs plus 3–4× indirect jobs in supply chains; retraining timelines average 2–4 years with no income bridge in most US programs
  • Ratepayers in low-solar states subsidize net-metering credits claimed disproportionately by higher-income households — CA's NEM 2.0 cost shift estimated at $245M/year borne by non-solar customers (CPUC 2021)
  • Global South nations face stranded fossil asset risk — developing economies hold ~$1.4 trillion in planned coal and gas assets that could become stranded before cost recovery under 1.5°C scenarios (IRENA 2021)
Benefit-Capturers
  • Homeowners with rooftop solar — median US solar adopter income ~$100K+; receive grid export credits, property value increases (~4% premium per Zillow/NBER studies), federal ITC (26–30%)
  • EV early adopters — average US EV buyer income >$100K; receive federal tax credit ($7,500), lower fuel costs (~$1,000/year savings), reduced local air pollution in wealthier neighborhoods with higher EV density
  • Clean energy investors & developers — IRA production tax credits generate substantial returns for tax-equity investors, primarily large financial institutions
  • Knowledge workers in renewables — solar and wind sector median wages ~$55–65K; but concentrated in engineering, finance, and project management roles, not labor-intensive manufacturing
Implication for designers: technology specs alone don't determine equity outcomes — financing structures, rate design, and siting decisions determine who ultimately pays and benefits.
Community-Based Participatory Design (CBPD)
Core Principles (Israel et al. 1998, updated)
  • Community as unit of identity — recognize that community members define the boundaries of their community; do not impose administrative boundaries
  • Building on community strengths — start by identifying existing knowledge, networks, and capacities rather than deficits
  • Facilitated co-learning — technical experts and community members teach each other; knowledge flows bidirectionally
  • Cyclical, iterative process — design, test, reflect, redesign with community input at each cycle
  • Address social determinants — technology design must account for economic, political, and historical factors shaping the problem
  • Disseminate findings back — results and prototypes belong to the community, not just to the project team
Real Examples
  • South Bronx Clean Air Coalition (SBCAC) — organized by residents in the 1990s after the South Bronx received 6 out of NYC's 7 new waste facilities. Co-produced air quality monitoring data with scientists, won closure of a major concrete plant, and shaped the NYC Clean Trucks Program. Model for community-led environmental monitoring as a design input.
  • WE ACT for Environmental Justice — Harlem-based organization that partnered with Columbia's Mailman School to design the Northern Manhattan Community Voices and Healthy Homes studies. Community members served as co-investigators, shaped research questions, and owned data before publication.
  • Distinction from public comment: CBPD gives communities decision-making power over design parameters, not just the opportunity to react to finalized proposals.
CBPD in practice: budget 15–20% of project development time for authentic community engagement. Plan for 3–5 co-design workshops before design freeze.
Just Transition Frameworks
ILO Just Transition Guidelines (2015)
Define just transition as requiring: social dialogue, decent work in new sectors, social protection floors during transition, and active labor market policies. Endorsed at COP21; framework adopted by EU and UK national legislation.
BlueGreen Alliance
US coalition of major unions (USW, UAW, IBEW) and environmental groups. Publishes "Solidarity for Climate Action" framework requiring union-wage standards, domestic content requirements, and community-controlled reinvestment in transition plans.
Appalachian Just Transition
WV, KY, VA coalfields: POWER Initiative (EPA/EDA) invested $200M in economic diversification — but studies found most new jobs paid 40–60% less than coal wages. Shows that job replacement alone ≠ just transition.
Scotland's Just Transition Commission
Independent statutory body advising Scottish Government; produced landmark 2021 report requiring community wealth building, land reform, and inward investment as preconditions for declaring oil & gas transition "just."
What a Just Transition Actually Requires (beyond job retraining)
  • Economic diversification — multiple new industry sectors, not single-sector replacement; reduces vulnerability to future shocks
  • Wage parity and union density — new jobs must match or exceed wages and benefits of displaced jobs; IRA's prevailing wage requirement is a floor, not a ceiling
  • Community investment funds — severance and reinvestment funds controlled by affected communities (not states), modeled on AK Permanent Fund or Norway's sovereign wealth model
  • Remediation obligations — companies closing fossil fuel facilities must fully fund site cleanup before transition funds are released; avoid socializing cleanup costs
Poverty Alleviation Metrics in Technology Assessment
SDG Linkages
  • SDG 1 (No Poverty) — technology rollout should reduce, not increase, household energy expenditure as % of income; design benchmark: keep energy burden below 6% for low-income households (ACEEE threshold)
  • SDG 10 (Reduced Inequalities) — assess whether technology access is correlated with income; a Gini coefficient analysis of technology adoption rates can reveal whether rollout widens or narrows inequality
  • SDG 7 (Affordable Energy) — Tier 1–5 energy access ladder (SEforALL framework): design must specify which Tier is targeted and what happens to households stranded below that Tier
  • SDG 17 (Partnerships) — technology assessment must evaluate whether financing structures (concessional loans, grants, pay-as-you-go) are accessible to the target population
Quantitative Metrics
  • Energy Burden Index = annual energy expenditure ÷ annual gross household income. Department of Energy's LEAD Tool maps this at census tract level. Design target: no household >10% burden post-adoption.
  • Gini Coefficient of Technology Access — plot cumulative % of technology adoption against cumulative % of population ranked by income; area under Lorenz curve measures inequality of access. Target: Gini < 0.3 for publicly subsidized deployments.
  • Productive Use of Energy (PUE) multiplier — off-grid solar systems enabling income generation (irrigation pumps, cold storage, phone charging kiosks) show 2–4× greater poverty reduction than lighting-only systems (World Bank ESMAP 2019)
  • Income Generation Rate (IGR) — percent of technology users reporting net income increase within 12 months; composite SDG 1 indicator used by GOGLA for off-grid solar tracking
Apply these metrics to your project's equity section: identify which income quintile is your primary beneficiary, and calculate projected energy burden before and after technology adoption.
SDG 1 · No Poverty
SDG 7 · Clean Energy
SDG 10 · Reduced Inequalities
SDG 11 · Sustainable Cities
SDG 17 · Partnerships
Part 2 of 2
Project Management
for Sustainability
How do you actually build the equity and environmental commitments from Part 1 into the way projects are planned, approved, built, and eventually decommissioned? The answer lies in decision gates.
What Makes Project Management "Sustainable"?
Conventional PM vs. Sustainable PM
  • Conventional: environmental and social criteria appear at the end — EIA filed for permit approval, community engagement as regulatory checkbox, decommissioning plan buried in appendix
  • Sustainable PM (ISO 21502 + GPM P5 Standard): environmental and social criteria are gate criteria — a project cannot advance to the next phase without demonstrating compliance; equity analysis starts in Concept, not in Construction
  • Triple constraint evolution: traditional iron triangle (scope-schedule-cost) is insufficient; sustainable PM adds environmental footprint and social value as co-equal constraints
  • Stakeholder mapping is mandatory from Day 1 — identify affected and interested parties (including non-human systems) before scope is defined, not after
Key Integrations
  • PRiSM methodology (Green Project Management) — adds sustainability outputs and outcomes to the PMBOK process groups; requires a Sustainability Management Plan parallel to the Project Management Plan
  • CEEQUAL / Envision frameworks — third-party verification systems for sustainable infrastructure projects; Envision (Institute for Sustainable Infrastructure) uses 64 credits across Quality of Life, Leadership, Resource Allocation, Natural World, and Climate & Risk
  • LEED for Cities and Communities — applicable at the scale of urban infrastructure projects; integrates with project management milestones
  • Social Value Act (UK) and Buy Social requirements — emerging procurement mandates requiring project teams to quantify social value generated per £/$ spent, using SROI (Social Return on Investment) analysis
Core principle: sustainability criteria embedded at the beginning of a project cost almost nothing to incorporate; the same criteria added at the end can double costs or kill the project. Front-loading is the core discipline.
Full-Lifecycle Phases & Environmental/Social Decision Gates
1. Concept
Need assessment, alternatives screening, preliminary stakeholder mapping
Gate 1
EJ screening completed? Alternatives include no-build + demand-side options?
2. Feasibility
Screening LCA, social impact scoping, site-specific EJ analysis
Gate 2
Distributional analysis done? Community consent process initiated?
3. Design
Detailed LCA, CBPD workshops, material specifications, end-of-life design
Gate 3
LCA hotspots addressed in specs? Decommissioning plan funded?
4. Procurement
Supply chain EJ, conflict minerals, labor standards, local content requirements
Gate 4
Supplier ESG audits complete? Community benefit agreement signed?
5. Construction / Mfg.
Construction EJ monitoring, local hire tracking, fugitive emissions, waste diversion
Gate 5
Commissioning tests include environmental performance baselines?
6. Operations
Continuous monitoring, community advisory board, performance reporting, O&M equity
Gate 6
End-of-life trigger criteria defined? Decommissioning bond still adequate?
7. Decommissioning
Site remediation, worker transition, community transition plan activation
Gate 7
Material recovery rates meet circular design targets? Just transition fund disbursed?
8. End-of-Life
Material reuse, recycling, upcycling; closure of environmental liabilities; legacy land use
Gates are not bureaucratic checkboxes — they are the leverage points where designers, engineers, and project managers have the most power to alter outcomes. Missing Gate 3 means LCA results arrive too late to change anything.
LCA Integration in Project Planning — Timing is Everything
When Does LCA Have Maximum Leverage?
  • Concept & Feasibility (Gates 1–2): screening LCA — use existing background databases (ecoinvent, US LCI) to compare alternatives; 80% of lifetime environmental impact is locked in at this stage. This is when material choices, energy source, and system boundaries are set.
  • Design (Gate 3): detailed LCA — use project-specific data, supplier EPDs, and sensitivity analysis. Results drive material specifications (e.g., "structural steel must have <1.0 kg CO₂e/kg") and procurement requirements.
  • Operations: operational LCA monitoring — track actual vs. modeled performance; update LCA with real operational data annually; use as performance benchmark in contracts.
  • Too late: post-construction LCA used only for reporting has zero design leverage — common mistake in infrastructure projects.
Translating LCA into PM Deliverables
  • Design specifications: "Concrete mix must achieve <300 kg CO₂e/m³ (supplementary cementitious material substitution ≥30%)"
  • Procurement requirements: "All steel suppliers must provide Type III EPDs verified to ISO 14025; EF must be disclosed at bid submission"
  • Performance benchmarks: "System GWP over 25-year operational life must be ≤X tonnes CO₂e, verified by third-party LCA at year 5 operations review"
  • Change management trigger: any design change that increases system-level GWP by >5% triggers LCA re-run and stakeholder notification
  • Hotspot rule: concentrate design optimization effort on the top 3 impact categories and top 2 lifecycle stages — typically accounts for 70–85% of total impact
Practical tool: a one-page LCA Summary Sheet attached to the project risk register, updated at each gate review. Makes environmental performance visible in the same management cadence as schedule and cost.
Decommissioning & End-of-Life Planning
Why It Fails (and How to Fix It)
  • Discounting problem: NPV analysis systematically undervalues decommissioning costs 20–40 years out; a $100M liability at 7% discount rate appears as ~$13M today — creating dangerous underfunding of decommissioning bonds
  • Corporate longevity risk: company that built the facility may not exist at decommissioning; bonds must be held by third-party trusts, not on corporate balance sheets
  • Circular design requirement: design for disassembly (DfD) — use reversible fasteners, avoid composite materials that prevent separation, document material passport at construction stage for future recovery
  • Regulatory frameworks: NRC requires nuclear decommissioning funds fully funded before licensing renewal; BOEM requires offshore wind bonds; most onshore wind and solar — notably — have no federal bonding requirement (a major gap)
End-of-Life Case Studies
  • Nuclear (Yankee Rowe, MA): first US commercial reactor fully decommissioned; cost $608M vs. initial estimate of $120M; SAFSTOR strategy (delay 30 years for radioactive decay) reduces costs but delays site reuse; site now cleared and returned to town
  • Solar PV: ~80 million tonnes of solar panels reaching EOL by 2050 (IRENA 2016); current US recycling infrastructure handles <10% of volume; First Solar uses thin-film CdTe — operates take-back program recovering 90%+ by weight; crystalline silicon panels — no mandatory US take-back program
  • Wind turbine blades: fiberglass composite, historically landfilled; Veolia's cement kiln co-processing and Anmet's shredding-recycling reaching commercial scale in EU; Carbon Rivers (US) piloting glass fiber reclamation. Wyoming banned wind turbine blade landfilling in 2020 — first US state.
Rule for your projects: specify the EOL strategy, responsible party, and financial instrument at Gate 3. If you can't articulate it, the design isn't finished.
📋
In-Class Activity · ~35 minutes · Groups of 3
Peer Review: Sustainable Technology Assessment Projects
Setup (5 min)
Form groups of 3. Each person shares their project document. Assign roles: Author (presents briefly), Reviewer A (equity lens), Reviewer B (technical/LCA lens).

Round 1 — Author Overview (5 min)
Author gives a 5-minute verbal summary: technology, system boundary, key LCA finding, equity claim. No slides — conversational.

Round 2 — Structured Peer Review (20 min)
Each reviewer completes the rubric section below silently (10 min), then delivers verbal feedback (5 min each). Author listens without interrupting — notes only.
Rubric Dimensions (use course rubric sheet)

● Problem framing — Is the technology need clearly linked to a sustainability challenge?

● LCA rigor — Are system boundaries explicit? Are hotspots identified and addressed?

● Equity analysis — Does the project identify cost-bearers and benefit-capturers? Are EJ tools referenced?

● Feasibility & trade-offs — Are tensions between sustainability dimensions honestly acknowledged?

● One specific, actionable improvement each reviewer must provide

Debrief (5 min)
One insight per group shared with class. What was the most common gap across projects?
Key Takeaways — Week 7
Justice & Equity
  • EJ tools are design inputs, not compliance checklists — EJScreen and CalEnviroScreen should shape siting decisions and community benefit requirements from Day 1
  • Clean energy transitions create new inequities if left unmanaged — energy burden, NEM cost shifts, and stranded asset risks are predictable and preventable with deliberate distributional analysis
  • CBPD ≠ public comment — authentic participation means communities have co-decision power over design parameters, not just the right to react to finished plans
  • Just transition requires more than retraining — wage parity, community investment funds, economic diversification, and remediation obligations are all necessary components
  • SDG 1 & 10 are measurable — energy burden index, Gini of technology access, and productive use multipliers give designers concrete targets
Project Management
  • Decision gates are the intervention points — sustainability criteria integrated at Gate 1–3 cost almost nothing; added post-Gate 5, they may be impossible
  • LCA leverage peaks at Feasibility and Design — after Gate 3, 90%+ of environmental impact is locked in; operational monitoring has value but no design leverage
  • Decommissioning is a design problem — circular design, material passports, third-party bonds, and EOL strategy must be specified before construction begins, not after
  • The five-constraint model — scope, schedule, cost, environmental footprint, and social value are co-equal in sustainable project management
Remember: your Sustainable Technology Assessment Project is due this week. Apply the distributional analysis, EJ screening, and lifecycle thinking from today's session to strengthen your final submission.
Coming Up Next
Week 8 — Scaling &
Systems Change
How do sustainable technologies move from pilot to scale? We'll examine diffusion of innovation theory, policy instruments that accelerate or block scaling, and what systems-level change actually requires — including when a technology should not be scaled.
Preview Topic 1
Diffusion of Innovations (Rogers) applied to sustainable tech — S-curves, adoption barriers, and the "valley of death" in commercialization
Preview Topic 2
Policy instruments for scaling — carbon pricing, technology mandates, public procurement, and R&D subsidies compared
Preview Topic 3
Multi-level perspective (Geels) — niche, regime, and landscape dynamics; how incumbent systems resist and eventually absorb innovations
Week 8 Activity
Integration Day returns — cross-team analysis of scaling pathways for course projects; guest speaker from industry TBC
CVEN 5019 · Principles for the Design of Sustainable Technologies · Carlo Salvinelli Week 7 — Justice, Equity & Project Management