methodatlas
Method guideDecision Making

Delphi Method

A practical method guide: clarify prerequisites and materials, understand the complete process, and look up outputs, pitfalls, and stop criteria.

ComplexityHigh
Time1-4 Wochen
Participants6-30 Experten
FormatAsync
MaturityCanonical
Delphi Method planning
01

Prerequisite

What needs to be finished first

Complete firstSound survey design

Question, selection, analysis and anonymity are settled beforehand.

Otherwise criteria can be adjusted to favor a desired result.
02

Preparation

What needs to be ready before start

Materials

Panel criteria, questionnaire, anonymous IDs and a procedure for medians, dispersion and arguments.

People / roles

Study lead, independent expert panel and analysts; disclose interests and affiliations.

Pre-read

Definitions of customer share and digital evidence, baseline information and the forecast horizon.

Time needed

2–3 rounds over several weeks; about 20–40 minutes per response.

Setup

Pilot the questionnaire, announce feedback and deadlines, and keep identities separate from published answers.

03

Core question

The one question this method answers

What share of our customers will require digital evidence by the end of 2028?

04

Flow

Phases with goal, actions, output and pitfall

Delphi elicits judgments from a deliberately selected panel whose members remain anonymous to one another. Following an independent first round, everyone receives the same aggregated feedback and may revise their judgment with reasons. Prespecified rules determine sufficient stability or consensus.

Delphi

Fictional example

Delphi elicits judgments from a deliberately selected panel whose members remain anonymous to one another. Following an independent first round, everyone receives the same aggregated feedback and may revise their judgment with reasons. Prespecified rules determine sufficient stability or consensus.

Question and panel

What defined quantity is judged by which expert perspectives?

Customer share requiring digital evidence by end-2028; five people from sales, compliance, purchasing, product and industry research.

Prespecified rules

Which scale, feedback and stopping rules apply?

0–100%; median, range and arguments. Stop after round 2 if median changes by ≤5 percentage points; otherwise maximum 3 rounds. Stability is not consensus.

Round 1

What anonymous judgments and reasons were submitted?

P1 30%, P2 40%, P3 50%, P4 60%, P5 80%; median 50%, range 50 points. Different assumptions about procurement cycles.

Feedback and round 2

What was returned and how did judgments change?

Everyone receives the same distribution and counterarguments. New estimates: 40, 45, 50, 55, 70%; median 50%, range 30 points; no attrition.

Conclusion

Which stopping rule applies and what remains uncertain?

Median change 0 points meets the stability rule. Report a stable panel midpoint of 50%, not consensus; P5 expects faster regulatory adoption.

All situations and people are fictional.

RAND · Methodological Guidance for Delphi Panels

  1. 1

    Protocol

    Set panel and rules

    Goal

    Prespecified survey rules

    Inputs for this step

    • Question and selection criteria

    Actions

    • Pilot an unambiguous question with a horizon and scale; specify expertise and panel perspectives.
    • Document anonymity, interests, feedback, a three-round maximum and stability threshold before responses.

    Output

    Prespecified survey rules

    A purposively selected panel is not a random sample.

    Quality check

    Are selection, scale and stopping rules set before answers arrive?

    Pitfall

    Convenient contacts are presented as a representative expert panel. Recruit missing perspectives deliberately and report selection limitations.

    Timing: 60–120 minutes

  2. 2

    Elicit

    Collect independent judgments

    Goal

    First-round distribution

    Inputs for this step

    • Piloted questionnaire

    Actions

    • Members respond without seeing other judgments; collect estimates and reasoning separately.
    • Check completeness and clarify ambiguities without influencing the answer.

    Output

    First-round distribution

    Independence precedes the first feedback.

    Quality check

    Were initial judgments independent of group feedback?

    Pitfall

    Participants coordinate answers outside the survey. Reinforce independence and rerun an affected round if necessary.

    Timing: 20–40 minutes per person

  3. 3

    Feedback

    Return distribution and reasons

    Goal

    Reasoned subsequent round

    Inputs for this step

    • Anonymous distribution and reasoning

    Actions

    • Return median, range and balanced anonymous counterarguments, including minority views.
    • Ask everyone the same question again and request reasons for changes or retained judgments.

    Output

    Reasoned subsequent round

    Minority reasoning is relevant information.

    Quality check

    Does feedback include dispersion and counterarguments, not just the median?

    Pitfall

    Feedback implies that outliers should conform. Use neutral wording and explicitly allow unchanged, reasoned judgments.

    Timing: 1–2 weeks response window per round

  4. 4

    Conclude

    Report stability and disagreement

    Goal

    Panel report with limits

    Inputs for this step

    • All rounds and attrition log

    Actions

    • Compare rounds against prespecified criteria, accounting for attrition and panel changes.
    • Publish judgment, uncertainty, remaining disagreement and limitations without claiming forecast certainty.

    Output

    Panel report with limits

    Stability concerns changes across rounds; consensus concerns agreement.

    Quality check

    Are stopping rules, attrition and remaining disagreement traceable?

    Pitfall

    A stable median conceals widely dispersed individual judgments. Separate stability from consensus and report the full distribution.

    Timing: 60–90 minutes

05

Artifact

What comes out at the end

Sketch: what the artifact looks like

Delphi Method · Expert ConsensusAggregate anonymous expert estimates across several rounds, feed them back, and condense toward consensus or ranges
Delphi MethodThe visual shows a Delphi method with future question, anonymous expert panel, aggregation, feedback, further rounds, and consensus band.Iteratively condense expert estimates into robust rangesDelphi avoids group pressure by keeping individual judgments anonymous and returning only aggregated feedback.independentspread visibleiteratestable enoughFuture questionforecast or uncertainassumptionExpert Panelanonymous estimatesAggregationmedian, spread, and reasoningFeedbackfeed distribution backRound 2+revise estimatesConsensus bandforecast with range andassumptions
Form

A comparison of rounds including response counts, distributions, reasoning, attrition and uncertainty.

Versioning / ownership

Archive each questionnaire and feedback version; disclose changes to questions separately.

Tool alternatives
  • Survey system
  • Anonymous response table
  • Analysis protocol

delphi-method-working-template.md

Refine independent expert judgments through feedback rounds while retaining disagreement.

Delphi Method: Worksheet

Question

To be confirmed

Desired outcome

To be confirmed

Scope

Plan the survey Time: 2–3 rounds over several weeks; about 20–40 minutes per response.

Complete this worksheet on paper or in your own document during the work.

Preparation for this scope

Method setup

  • Materials: Panel criteria, questionnaire, anonymous IDs and a procedure for medians, dispersion and arguments.
  • Roles: Study lead, independent expert panel and analysts; disclose interests and affiliations.
  • Advance information: Definitions of customer share and digital evidence, baseline information and the forecast horizon.
  • Overall time needed: 2–3 rounds over several weeks; about 20–40 minutes per response.
  • Setup: Pilot the questionnaire, announce feedback and deadlines, and keep identities separate from published answers.

Prepare for the work steps

Protocol: Set panel and rules

  • Question and selection criteria

Elicit: Collect independent judgments

  • Piloted questionnaire

Feedback: Return distribution and reasons

  • Anonymous distribution and reasoning

Conclude: Report stability and disagreement

  • All rounds and attrition log

Delphi

Question and panel

What defined quantity is judged by which expert perspectives?

...

Prespecified rules

Which scale, feedback and stopping rules apply?

...

Round 1

What anonymous judgments and reasons were submitted?

...

Feedback and round 2

What was returned and how did judgments change?

...

Conclusion

Which stopping rule applies and what remains uncertain?

...

Enter your own information; connect open commitments to a next action.

RAND · Methodological Guidance for Delphi Panels

Protocol: Set panel and rules

Expected artifact: Prespecified survey rules

A purposively selected panel is not a random sample.

Entry:

...

  • Are selection, scale and stopping rules set before answers arrive?

Elicit: Collect independent judgments

Expected artifact: First-round distribution

Independence precedes the first feedback.

Entry:

...

  • Were initial judgments independent of group feedback?

Feedback: Return distribution and reasons

Expected artifact: Reasoned subsequent round

Minority reasoning is relevant information.

Entry:

...

  • Does feedback include dispersion and counterarguments, not just the median?

Conclude: Report stability and disagreement

Expected artifact: Panel report with limits

Stability concerns changes across rounds; consensus concerns agreement.

Entry:

...

  • Are stopping rules, attrition and remaining disagreement traceable?

Open questions and next steps

...

Method guide: https://methodatlas.meierhoff-systems.de/en/methods/delphi-method/run-sheet

06

Example output

Concrete filled scenario, fictional example

Fictional example for orientation. Counts and timings describe this case and are not universal requirements.

delphi-method-beispiel.md

Concrete filled scenario, fictional example

Fictional example

Question and panel: Customer share requiring digital evidence by end-2028; five people from sales, compliance, purchasing, product and industry research.

Prespecified rules: 0–100%; median, range and arguments. Stop after round 2 if median changes by ≤5 percentage points; otherwise maximum 3 rounds. Stability is not consensus.

Round 1: P1 30%, P2 40%, P3 50%, P4 60%, P5 80%; median 50%, range 50 points. Different assumptions about procurement cycles.

Feedback and round 2: Everyone receives the same distribution and counterarguments. New estimates: 40, 45, 50, 55, 70%; median 50%, range 30 points; no attrition.

Conclusion: Median change 0 points meets the stability rule. Report a stable panel midpoint of 50%, not consensus; P5 expects faster regulatory adoption.

07

Pitfalls

Recognize symptoms and steer against them

Quick overview, the full text is in the matching phase in the flow

  1. Set panel and rulesConvenient contacts are presented as a representative expert panel.View in phase
  2. Collect independent judgmentsParticipants coordinate answers outside the survey.View in phase
  3. Return distribution and reasonsFeedback implies that outliers should conform.View in phase
  4. Report stability and disagreementA stable median conceals widely dispersed individual judgments.View in phase
08

Stop criteria

When to pause, resolve prerequisites, or choose another approach

Add missing expert perspectives or limit the claimed scope before starting.
At the maximum number of rounds, report disagreement rather than forcing convergence.

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