Research & Methodology

FRUGALLIVING GUIDES

Last updated: August 25, 2026

FrugalLiving Guides uses a repeatable research and review process so practical advice does not become a pile of disconnected tips. The method below explains how we choose sources, handle numbers, structure recommendations, and decide when a page is ready to publish.

1. Start with the reader’s decision

We define the decision or problem before collecting tips. A useful article should answer a specific question. This helps prevent articles from drifting into generic advice.

2. Separate search intent

Before creating a new page, we check whether an existing article already answers the same intent. If two pages would largely solve the same problem, we prefer to strengthen, merge, or redirect rather than create unnecessary duplication.

3. Build the claim list

Research begins by identifying the claims that need support: factual statements, numerical estimates, cause-and-effect claims, regulatory rules, product or service limitations, and recommendations that could materially affect a reader’s finances.

4. Use a source hierarchy

When possible, we look first for official or primary sources. Our general hierarchy is:

  1. Government agencies, regulators, official program documentation, and professional bodies.
  2. Universities, systematic reviews, and authoritative technical references.
  3. Peer-reviewed research relevant to the exact claim.
  4. High-quality secondary reporting or explanatory sources for context.

5. Match wording to evidence

We use a Claim → Source → Wording check. If a source supports an association rather than causation, the article should not present causation. If a finding applies only under particular conditions, those conditions should not disappear from the final wording.

6. Check dates, jurisdictions, and definitions

Financial rules, insurance terms, rates, program thresholds, and consumer protections can depend on location and can change over time. We check the date and jurisdiction when those details matter.

7. Treat calculations as calculations

When an article includes arithmetic, we separate the inputs from the conclusion. Illustrative examples are labeled as examples. A conceptual diagram is not presented as measured data, and a chart with real numbers should have a traceable numerical source.

8. Test the recommendation for trade-offs

Before publishing a recommendation, we ask what could make it inappropriate. Lower monthly cost can mean higher risk, lower service quality, more time, or higher out-of-pocket exposure later. If the trade-off is meaningful, it belongs in the article.

9. Give the reader an action path

Articles should end with a practical next step rather than a vague instruction to “be more disciplined.” Where useful, we provide checklists, worksheets, trackers, decision sequences, or examples.

10. Connect related decisions

FrugalLiving Guides uses internal links to connect related decisions in a sequence. These links are designed to continue the problem-solving path, not simply to increase the number of links on a page.

11. Review before publication

Important pages are reviewed for four things: structure and reader value, clarity and natural writing, factual support, and publishing quality such as links, visuals, metadata, and indexing signals.

12. Revisit when something changes

Pages may be updated when official guidance changes, a cited data source is replaced, a recommendation needs narrower wording, a link breaks, or a newer article changes the best internal path through the site.

The final test: if removing a page would not cause the site to lose a useful answer, a distinct piece of knowledge, a practical tool, or an important connection between topics, that page probably needs to be improved, merged, or removed.

Questions about our method

For questions about a source, calculation, or editorial decision, use the Contact page and include the article URL.