Measuring what follows
from Gospel fruit.
We cannot measure regeneration. But regeneration produces fruit. And fruit, over time, leaves marks on communities that we can observe, track, and respond to.
Observable fruit is the only kind
we can watch.
Where is Gospel fruit becoming visible in our neighborhoods — and where is its absence most urgent?
Jonathan Edwards argued that the chief evidence of genuine conversion is not emotional experience but consistent, habitual practice shaped by holy love. What begins as inward regeneration eventually presses outward into how a person serves their neighbor, spends their money, and orders their household. These practices, repeated across many lives, aggregate into community-level patterns.
Harvie Conn extended this insight into urban theology: shalom — the Hebrew vision of right relationships between God, neighbor, and creation — is not only a spiritual category. Its absence is visible. Shortened life expectancy, broken families, unsafe streets, and persistent poverty are not merely social problems. They are diagnostic signals of where shalom has not yet taken root.
Acts 16 offers our explanatory model. Lydia's conversion was invisible. But it immediately produced a visible ripple: her household was baptized, and she opened her home to Paul's missionary team. Regeneration is unmeasurable. Gospel fruit is not.
The church layer is not a side feature of the system — it is the causal middle. Without it, you can describe a place but you cannot trace the pathway from Gospel proclamation to community transformation.
We do not claim to measure salvation. What we do claim: where the Gospel takes genuine root over time, we should expect observable changes in the conditions of a neighborhood. Tracking those conditions faithfully — with humility and theological care — helps us understand where to go, what is working, and where need remains urgent.
Person. Church. Community.
The framework operates at three distinct levels. Each asks a different question, uses different data, and enters the system through a different pathway.
The community-level GIM composite and the church-level Ministry Pulse are kept separate. The GIM score describes the neighborhood. The Ministry Pulse describes what the church is doing in it. Comparing them — not blending them — is where the most useful pastoral insight lives.
Eight dimensions of shalom.
At the community level, we measure eight domains corresponding to different dimensions of what Scripture calls shalom. Data covers every Census tract in the United States — roughly 2,000–8,000 people each. Default weights may be adjusted by ministry leadership based on theological priorities or local context.
What we track, and why.
Within each domain, we track one or more specific, measurable indicators. Here is a plain-language summary of what we track and where the data comes from.
This domain measures cross-cultural relationship — bridging ties across income, race, and language. It is the domain most directly connected to the Gospel's power to break down dividing walls (Ephesians 2).
- Economic connectedness — Do low-income and higher-income residents in this tract have friendships with each other? Tracked via the Opportunity Insights Social Capital Atlas.
- Racial/ethnic diversity index — How diverse is the tract's population? High diversity can support cross-cultural relationship, but alone it does not prove reconciliation.
- Residential segregation (dissimilarity index) — Are different groups clustered apart or intermingled across the metro area or county?
- Linguistic isolation — What share of households have no one who speaks English well? This is a proxy for integration barriers.
This domain asks whether people in the neighborhood have access to the material conditions for dignified life: work, income, and economic security.
- Poverty rate — Percentage of residents below the federal poverty line. (ACS)
- Unemployment rate — Percentage of the labor force without work. (ACS)
- Median household income — Inflation-adjusted to allow fair comparisons over time. (ACS)
Shalom includes the absence of violence. A neighborhood where residents fear for their safety cannot flourish. We track violent crime rates from local law enforcement data and, where available, domestic violence incident rates.
We use the CDC's PLACES dataset, which provides model-based health estimates at the Census tract level.
- Diabetes prevalence — A proxy for chronic disease burden.
- Frequent mental distress — Percentage of adults reporting poor mental health for 14 or more days per month. A proxy for hope, despair, and psychological well-being.
- Smoking prevalence — A proxy for addiction-related risk.
We track the share of children living in single-parent households (ACS). This is not a moral judgment about single parents, who often show extraordinary courage and faithfulness. It is a structural indicator of the support needs and relational stress in a community.
We track the share of adults age 25 and older who hold at least a bachelor's degree (ACS). This is a proxy for long-run opportunity and human capital development in the neighborhood.
We track the share of households spending 30 percent or more of income on housing (cost-burdened). Housing instability generates stress, displacement, and family disruption. It is a structural factor that affects nearly every other domain.
We use EPA EJScreen data to track ambient air quality (PM2.5) by block group. Environmental burden is unevenly distributed across communities, and creation care is a legitimate dimension of the shalom vision.
Two layers. One gap analysis.
Layer 1 — The GIM Composite is built entirely from static external datasets. It describes what kind of place a neighborhood is. Once raw indicator values are collected for each Census tract, we follow a five-step process:
A GIM score is not a spiritual grade for a neighborhood. A high score does not mean God is at work there and not elsewhere. The score tells you about observable conditions — nothing more, nothing less.
Layer 2 — The Ministry Pulse is a separate layer built entirely from real-time survey data that ministry leaders enter through the Ministry Survey wizard. It describes what the church is doing in the neighborhood — not what the neighborhood looks like.
The wizard collects responses across five themes: worship and mercy presence, outreach and follow-up, discipleship and mutual aid, volunteer flow and bridging, and intervention indicators. Each answer normalizes into a score from 0 to 100, becoming one of twelve Ministry Pulse pillars.
Critically, the Ministry Pulse does not change the GIM composite score. It sits alongside it, enabling a gap analysis: how does the level of ministry activity compare to the level of neighborhood pressure in each domain?
A tract with high Living pressure but low Mercy Coverage is telling you something specific. The GIM gives you the pressure map. The Ministry Pulse tells you whether the church's presence is proportionate to it.
Layer 3 — The PDF Report combines both layers into the exported dossier for each tract. The report juxtaposes the neighborhood's GIM domain scores with the church's Ministry Pulse pillars in a single document — the format most useful for elders meetings, board presentations, and ministry planning conversations where participants need a printable summary they can discuss together.
Twelve pillars of church activity.
Each pillar describes what is happening in a given tract — not whether it is being done faithfully. Pastoral wisdom interprets what the numbers name.
What you can — and cannot —
reasonably conclude.
The analysis produces real and useful information. It also has real and important limits.
- Which pressure domains are highest in your tract and whether your ministry is concentrated there or elsewhere
- Whether your outreach rhythm, discipleship density, and mercy presence are proportionate to the need the data reveals
- How your tract compares to others in your city across the same domains
- Whether certain community conditions are improving, stable, or worsening over a multi-year window
- Where the gaps are between what your community needs and what your church is doing — that gap is where pastoral strategy lives
- Whether your church's internal dynamics are producing outward movement into the neighborhood
- That a rising GIM score proves your ministry caused it. Neighborhood conditions are shaped by policy, markets, migration, investment, and dozens of factors outside your control. Correlation is not causation.
- That a low score means Gospel work is absent or failing. Some of the most faithful incarnational ministry in the country happens in the most distressed tracts. The score measures burden, not faithfulness.
- That two tracts with similar composite scores have similar needs. The domain breakdown matters more than the composite. A tract with high health burden and low safety burden needs a different response than one with the inverse.
- That the Ministry Pulse measures faithfulness. It measures activity — which is not the same thing. A church can be busy and fruitless, or quiet and deeply rooted. The wizard captures what is happening, not whether it is being done in the Spirit.
- That any of this replaces the knowledge that comes from incarnational presence over time. Numbers can tell you a tract has a 38% poverty rate. They cannot tell you about the widow in Building C who leads an informal Bible study for twelve of her neighbors. Both are real. The data serves the pastor; it does not replace her.
The GIM composite tells you what kind of place this neighborhood is and how it is trending. The Ministry Pulse tells you what kind of church presence is currently being applied. The gap between the two is where pastoral strategy lives. The whole story requires presence.
What this framework is
and is not.
These guardrails are not disclaimers — they are built into the theological design.
From questions to pastoral report.
For a pastor or ministry leader, here is the practical workflow from start to finish.
- Where in our city or county should we prioritize planting a new ministry site?
- Is our intervention in this tract associated with improved outcomes after three years?
- Which domains are driving need in our specific neighborhood?
- Are we becoming more cross-cultural as a community over time?
Public data. No purchase required.
All community-level data in the core GIM index comes from public, free sources. Fidelity to actual data is a matter of integrity — where specific data is not available, we substitute indicators or leave the field blank rather than fabricate.
The Ministry Pulse layer is built entirely from the Ministry Survey wizard — data entered directly by ministry leaders. It is real-time, ministry-specific, and not drawn from any external database.
"A tool for mission,
not a substitute for it."
The Hood Shepherd built this framework — and applied it to every Census tract in the United States — because we believe that faithful incarnational ministry in urban neighborhoods deserves the same rigor we would bring to any other serious endeavor. We count because counting is an act of attention, and attention is an act of love.
But the numbers serve the Word. They serve the pastor who walks the block every morning. They serve the deacon who sits with the family in eviction court. They serve the elder who prays over the neighborhood by name. The GIM is a servant of that work — nothing more, and nothing less.