Measurement lessons from Jim Macnamara’s new handbook

Jim Macnamara's handbook offers a practical guide to public relations measurement, linking PR programs to business outcomes, reporting, and investment decisions.

How to Make PR Measurement More Useful to Leadership

Public relations measurement should help leaders make informed program decisions. Too many reports arrive after activity ends and list coverage, reach, and impressions without showing what those results mean for business priorities.

Jim Macnamara's framework points teams toward a more useful standard. As Johna Burke has emphasized in her review of his handbook, a well-executed campaign that solves the wrong problem is still a failure. The work has to begin with the business question, the audience, and the intended change, then move into evidence, evaluation, and recommendations leaders can use.

A planning-first approach offers a more useful path. Start with the decision and intended change, then gather evidence that can inform leadership.

Connect Measurement to the Decision

We recommend defining the leadership decision before selecting metrics. An insurance company may need to decide whether to invest further in executive thought leadership. A staffing firm may need evidence before expanding an employer brand program. A financial services company may want to know whether it has built enough trust to introduce a new offering.

For a chief marketing officer at a company with $50 million or more in annual revenue, public relations measurement should clarify whether results support an expanded program, a strategic adjustment, or a reallocation of investment.

Activity measures show what the team produced. Outcome measures show whether priority audiences responded in a meaningful way.

- Activity measures can include relevant media coverage, executive interviews, contributed articles, and message inclusion.

- Outcome measures can include awareness, message understanding, trust, search behavior, website actions, and qualified inquiries.

- Decision measures explain what leadership should do next based on the evidence.

Macnamara's planning-first principle helps prevent a common reporting problem. When teams build a dashboard after the program is underway, they often measure what is easiest to count instead of what leadership needs to know.

Build Evaluation Into the Program Plan

Measurement gains credibility when it sits beside program planning from the beginning. We suggest a concise architecture that connects the business objective, communication objective, priority audience, intended change, evidence source, and reporting cadence.

A communication objective describes the change you seek in awareness, understanding, trust, preference, or behavior among a defined audience. For example, a commercial construction company may seek stronger consideration among project owners by earning expert media coverage that demonstrates its knowledge of complex projects.

That company should also document assumptions outside PR's control. Project pipelines, interest rates, procurement cycles, sales follow-up, and competitors' activity can affect commercial results. A sound evaluation recognizes those factors and avoids attributing business results to one communications program.

Before implementation, establish a baseline when possible. We may review:

- Brand perception among priority stakeholders

- Share of relevant media coverage and message accuracy

- Search demand and website behavior connected to priority topics

- Sentiment in stakeholder feedback and relevant public conversations

AMEC's Integrated Evaluation Framework complements this work by linking objectives, stakeholders, activities, outputs, and outcomes. Frameworks can guide planning, though executive judgment still determines which evidence matters most.

If you want a deeper look at this approach, Axia's guide to measuring PR the right way and its PR measurement webinar both reinforce the need to align research, planning, implementation, and reporting from the start.

Test the Logic Behind the Program

Macnamara's framework also pushes teams to explain why their activities should lead to the intended result. Coverage, content, and engagement do not automatically create awareness, trust, or behavior change.

That is where theory of change becomes practical. Teams should be able to state what activity they are undertaking, what outcome they expect it to influence, and what evidence supports that belief. If they cannot explain the connection, they may have a list of tactics rather than a strategy.

This discipline also improves attribution conversations. PR can contribute meaningfully to business results without claiming exclusive credit for every positive outcome. Leaders usually need a realistic view of contribution, context, and confidence level, not an overstated claim.

Use Evidence That Explains Outcomes

One easy-to-collect metric rarely explains business impact. Macnamara advocates mixed methods, which means combining different forms of evidence to answer the question at hand.

Quantitative evidence can show patterns. Relevant coverage, message inclusion, referral traffic, search behavior, survey responses, and inquiry trends may reveal whether a program is gaining attention among priority audiences. Qualitative evidence adds context through stakeholder interviews, open-ended survey responses, and observations from sales teams.

A franchisor, for example, may see stronger franchise development inquiries after sustained leadership visibility. We would assess PR's contribution alongside marketing activity, market conditions, the sales process, and the timing of follow-up. That approach avoids unsupported claims that one article or interview directly created revenue.

AI visibility deserves the same discipline. We can track whether authoritative company information appears accurately in AI-generated answers to relevant industry questions, then assess whether those answers reflect the company's positioning and expertise and whether they rely on credible source material. This work supports long-term brand authority because inaccurate or incomplete AI answers can shape perception before a prospect reaches your website.

Practitioner discussion around Burke's review reinforces a practical point. Measurement has to feel usable inside day-to-day work. Teams need research and evaluation that improve decisions while the program is active, not just polished reports after the fact.

For another useful perspective, watch Axia's conversation on the Barcelona Principles 4.0 with Johna Burke and revisit what you should be measuring in your PR campaigns.

Run Measurement as a Management System

A useful program requires shared ownership across communications, marketing, analytics, sales, and business-unit leaders. We recommend agreeing on what the group will review, who owns each data source, and how results will shape future activity.

Monthly reviews can monitor implementation, coverage quality, audience response, and emerging signals. Quarterly reviews can examine audience movement, PR's contribution to broader marketing goals, and recommended adjustments to the program.

Data standards matter because inconsistent definitions create misleading trends. Define relevant media before counting placements. Review message accuracy. Separate engagement among priority audiences from broad, untargeted traffic. Document the methodology so leaders can compare results over time.

Consider a family entertainment center franchisor that earns local media coverage but finds that the stories rarely include the parent-focused safety message needed to support visit consideration. The next phase should strengthen message strategy and spokesperson preparation. More clips alone would not answer the business need.

The CMO Survey from Duke University's Fuqua School of Business and the American Marketing Association offers a timely reminder that marketing investment decisions need accountable evidence. PR should operate within that same management standard.

Plan the Next Measurement Decision

Executive teams benefit from defining decision thresholds before results arrive. A company can state the level of audience movement or message accuracy needed to justify continued investment, then apply that standard consistently as evidence develops.

Measurement also benefits from a clear treatment of uncertainty. Small samples, changing markets, and incomplete attribution can limit confidence in a finding. Labeling evidence as directional or inconclusive helps leaders weigh risk appropriately and determine when additional observation is warranted.

Good reporting should do more than summarize what happened. It should also explain why the findings matter and what leadership should do next. That shift, from reporting numbers to recommending action, is one of the most useful lessons in Macnamara's framework.

Turn Measurement Into Better Decisions

Axia Public Relations helps leadership teams build public relations measurement programs that connect communications activity to business priorities. Our team can help you define meaningful indicators, set practical reporting standards, and give decision-makers evidence they can use. Contact us to discuss a long-term PR program built around measurable outcomes.

Frequently Asked Questions

What is the difference between measurement and evaluation?

Measurement collects the evidence. Evaluation interprets that evidence so leaders understand what it means and what should happen next.

Why should evaluation start before a campaign launches?

Starting early helps teams set baselines, define success, and monitor progress while there is still time to adjust the program.

Can PR take full credit for business results?

Usually, no. PR often contributes to outcomes alongside marketing, sales, market conditions, and operational factors, so contribution is a more credible standard than full attribution.

What should leadership expect from a PR report?

Leadership should expect clear findings, business context, and practical recommendations, not just counts of clips, reach, or impressions.

How often should teams review PR performance?

Monthly reviews help monitor execution and early signals, while quarterly reviews are better for assessing movement against broader business goals and making strategic adjustments.

Dana Whitfield

Dana Whitfield writes on public relations strategy, earned media and reputation management for marketing leaders navigating today’s fast-changing search landscape. Whitfield’s background spans agency and in-house communications roles across financial services, insurance and franchising, with a focus on translating PR measurement and crisis-response principles into practical guidance business leaders can act on.