Edarrow methodology

How Edarrow builds a college fit report.

Edarrow combines a family’s stated priorities with published federal data, keeps five kinds of fit separate, and shows the reasoning and limitations behind each recommended college.

Methodology reviewed July 31, 2026

The process

Profile, compare, balance, review.

  1. 1

    Start with the student and family

    The profile records academics, intended fields or interests, college setting and size preferences, annual budget, and borrowing comfort. These family inputs are not inferred from demographic data.

  2. 2

    Compare colleges across five dimensions

    Each dimension is evaluated separately. A strong career result, for example, does not erase a financial mismatch.

  3. 3

    Build and review the school comparison

    The report presents two reaches, five targets, and two likely options. An Edarrow operator reviews the analysis before delivery.

Five dimensions of fit

What each score is designed to answer.

01

Admissions fit

Uses the college’s published admission rate and, when available, the student’s SAT position relative to reported score ranges. It is an estimate, not an admission probability or guarantee.

02

Financial fit

Compares average net price—or published price when net price is unavailable—with the family’s annual budget and stated borrowing comfort. It is not a financial-aid offer.

03

Academic fit

Uses published graduation and first-year retention outcomes to add institutional context beyond selectivity alone.

04

Campus fit

Compares the student’s preferences with the college’s setting and enrollment size. These preferences do not change the admissions estimate.

05

Career fit

Uses program earnings when available, or occupation wage data linked to the intended field, and considers those outcomes alongside college cost.

Published data sources

Federal data, identified by source and date.

Edarrow’s current production dataset combines the following releases. The report displays its data vintage so families can see when the underlying information was published.

IPEDS · 2023–24 final

Institutional characteristics, admissions, enrollment, pricing, completions, graduation, and retention data.

Visit NCES IPEDS

College Scorecard · June 10, 2026

Institution- and field-level cost and outcome measures, including available net-price and earnings data.

Visit College Scorecard

BLS OEWS · May 2025

Occupation wage estimates linked to fields of study through the NCES CIP-to-SOC crosswalk when program earnings are unavailable.

Visit BLS OEWS

Limits and quality checks

A decision aid—not a prediction.

Published data is historical, may lag current college conditions, and can be missing for a school or program. Average net price is not a family-specific aid quote, admission estimates are not guarantees, and wage data cannot predict an individual graduate’s outcome.

Edarrow exposes unavailable values and report disclosures instead of presenting them as known facts. Sources, inputs, and consistency are checked, but the family remains the decision-maker.