Original evidence program

Field evidence and original research

Business Rescue Tools separates first-hand operating analysis from surveys, case studies and aggregate data so readers can see exactly what kind of evidence supports a claim.

Current evidence status: Five original operator field notes are published from Jackie McCauley’s first-hand experience. No aggregate survey result, anonymized usage statistic or universal success rate is currently claimed.

Published first-hand field evidence

Jackie has operated Prime Money Services—including mobile-money services, an Ecobank Xpress Point and remittance support—alongside Jackie’s Nursery & Floral and businesses within Prime E-Sport Lounge Group of Companies. The following articles explain how those operating contexts shaped the calculators.

Why field notes are not labelled research findings

First-hand operating experience contributes original analysis, practical failure modes and decision sequences that institutional sources may not document. It does not establish prevalence, causation or a universal benchmark. Each field note therefore identifies its context and limitations.

Evidence tracks in development

Documented case studies

Before-and-after decisions showing the problem, inputs, intervention, measured outcome and limitations—with permission or a clear reason for anonymization.

Small-business survey

A published questionnaire, sample description, collection period, data table and limitations before any percentage is promoted.

Aggregate calculator insights

Only after privacy-safe data collection exists, user consent is clear and the methodology can be independently inspected.

Minimum publication standard

  • State the business context, collection period and sample size.
  • Publish the exact measures, exclusions and calculation method.
  • Separate observed evidence from interpretation.
  • Remove personal and confidential transaction details.
  • Explain limitations, missing data and conflicts of interest.
  • Keep a versioned correction history.

Contribute a documented case

Small-business owners willing to document a real before-and-after decision can contact Business Rescue Tools. Participation does not guarantee publication, and no identifiable case will be published without permission.

Contact the evidence program

Last reviewed: August 5, 2026