Practical evaluation guide

How to write an evaluation report: structure, summaries and recommendations readers can use

An explanation of report structure, executive summaries, distinctions between results, discussion and recommendations, and writing reports that readers can use.

Turn evidence into actionable recommendations

Main takeaway

An evaluation report organizes purpose, methods, results, interpretation, conclusions and recommendations with evidence. To make it usable, state conclusions early, make recommendations actionable and clearly explain evidence and limitations. [1]

A report is not merely a collection of data. It helps users decide on continuation, improvement, expansion, termination, budget allocation and other matters.

A good report has clear conclusions and traceable evidence while communicating key points to non-specialists.

Create evidence-based reports and recommendations

Move from the basic structure to actionable recommendations, a summary, and use of the findings.

Basic structure

This guide proposes a summary, background and purpose, evaluation questions, methods, results, discussion, conclusions, recommendations, limitations and appendices. Align with required submission order where applicable and enable readers to check which data support each conclusion.

It is important not to mix results and interpretation excessively. First state what was found, then discuss what it means.

Executive summary
Evaluation background and purpose
Evaluation questions
Methods and data limitations
Results and discussion
Conclusions and recommendations

[2]

Write actionable recommendations

Go beyond should improve and specify who will do what, by when and to what extent. Priorities and implementation difficulty can also support a management response.

Recommendations must correspond to evidence. Recommending matters not demonstrated by data reduces report credibility.

Write actionable recommendations
Weak wording	Better wording
Strengthen outreach	Because target group A was not reached, add information through referral source B next period
Improve satisfaction	Test where applications become difficult and reduce unnecessary fields
Improve coordination	Hold case meetings 1 time a month and share a responsibility matrix

Practical framework or suggestion

Create a web summary with traceable sources

For web publication, this guide proposes a summary page linking key points to relevant report pages or tables. Keep the evaluation target, period, numbers, methods, conclusions and limitations close together so citations preserve conditions.

Give figures and tables titles, units, scope, authors and sources. Retain correction dates and reasons and allow checks through the same URL and section links. No format guarantees inclusion or citation in search results or AI answers.

Practical framework or suggestion

Connect publication to practical use

Consider beforehand who will use which information and when. Tailor public summaries, improvement-decision materials and technical sources for checking analysis to users' needs.

This site proposes recording adoption, deferral or rejection of recommendations, reasons, responsibilities and checking dates. Record readership separately from actual changes in policy or activities.

Confirm users and decision schedules
Decide publication scope and detail needed
Record responses to recommendations and reasons
Check implemented improvements in the next evaluation

[1]

Fictional example; not actual results

Write actionable recommendations from consultation findings

A fictional example for illustration: a summary of a fictional report on consultation support for 20 people.

Category	Example entry
Result	9 of the 15 with known status started applications; 5 have unknown status
Interpretation	Some progressed after information provision, but the effect of the program alone is untested
Recommendation	Before the next period, the responsible manager checks application-preparation support with users
Response check	Record feasibility, responsibility and review date at the next meeting

What this example supports

Do not infer immediate support expansion from findings; state necessary evidence and the next decision. Check whether statements or small-group characteristics could identify people before publication.

Common errors in judgment

Omit reasoning between results and recommendations

How to revise: Explain which observations led to the improvement proposal

Reason: This enables readers to judge whether to adopt it.

Remove only limitations from the summary

How to revise: Keep target numbers and important limitations near conclusions

Reason: This preserves conditions when conclusions are cited.

Put it into practice next

Use the evaluation report worksheet to link main conclusions with evidence, limitations and recommendations

View an example and open the worksheet Read the method explanation

Frequently asked questions

How long should an evaluation report be?

Follow required formats and readers' uses. Aim for a summary covering targets, conclusions, evidence and limitations, with detailed methods and tables traceable through the text and appendices.

Should negative results be included?

Yes. Hiding limitations or problems reduces credibility. Presenting them alongside improvements matters.

How many recommendations are appropriate?

There is no fixed appropriate count. Prioritize evidence-based recommendations with assignable responsibility and timing, and record reasons for those not implemented.

References and checked sections

Magenta Book: Central Government guidance on evaluation
HM Treasury / Evaluation Task Force · 2026
Section consulted
Chapter 6: The use and dissemination of evaluation findings
How it relates to the text
Planning the information, timing and publication formats users need and supporting decisions
Source checked: 2026-09-13 (includes AI cross-checking)
Guiding Principles
American Evaluation Association
Section consulted
Systematic Inquiry / Integrity / Respect for People
How it relates to the text
Explaining methods and limitations, honest reporting, consent, confidentiality and avoidance of harm
Source checked: 2026-09-13 (includes AI cross-checking)

Content updated: 2026-09-13Source checked: 2026-09-13 (includes AI cross-checking)No documented human reviewIncludes fictional examplesEditorial policy and scope of checking Cite this page Report a correction

How to cite this page

EvalCompass Editorial Team. “How to write an evaluation report: structure, summaries and recommendations readers can use”. EvalCompass, updated 2026-09-13. https://evalcompass.jun-nakatani.com/en/guides/evaluation-report/

Add the date you accessed the page. Text created by this site is available under CC BY 4.0. Quotations, external materials, and bundled fonts have their own terms of use. When reusing content, credit the source, link to the license, and indicate any changes.

Suggest a correction or improvement to this page

Change history

2026-09-13 — Added correspondence between claims and original sources, fictional completed examples, judgment corrections and links to next tasks. Revised unverified generalizations.