Fuzzy

Expert Consensus with Fuzzy Delphi

Aggregating expert opinions across rounds with fuzzy numbers and a acceptance threshold for screening indicators.

Suited for

Indicator screening, instrument localization and content validation with an expert panel.

Data needed

First-round expert scores (Excel), panel profiles and the chosen threshold.

Software
What you receive

Per-round consensus table, agreement %, threshold, round trend chart and the final indicator list.

Ready Excel file for this method
⬡ The Metoda 4-Part Delivery Standard
01Raw file & executable script

Project file, Do-file / R & Python scripts — 100% reproducible results

02APA 7th standard tables

Editable Word file, ready for chapter 4 or an ISI/Scopus paper

03Print-quality vector figures

Path models, causal plots, volatility & Pareto — 300 DPI / SVG

04Step-by-step narrative & support

Full statistical interpretation + support until defense or acceptance

Common questions

How many experts are needed?

Usually 7–20 experts; panel homogeneity matters more than size.

What threshold should we use?

The most common is the center-of-gravity defuzzification with a 0.7 threshold; the source is cited in the report.

Start a chat

Send your task details in the first message; data review and the quote happen in the same chat.

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