Telling Your Impact Story: A Practical Guide to Credible Data Storytelling

Numbers alone leave readers asking what they mean, and a story alone leaves them asking how typical it is. A credible impact story combines evidence, context, and the experience of the people involved, and it is shaped for the audience that has to act on it.

The short version

A credible impact story sits between a report that is all numbers and a story with no evidence behind it. It combines evidence, context, and the experience of the people involved; it says what the evidence shows and what it can't show yet; and it's shaped for the decision each audience is making. Most of that is settled before anyone writes the report, in what your organization sets out to learn, what it collects, and how it plans to share what it finds.

Angelika Gulbis, Ph.D.

Angelika Gulbis, Ph.D.

Co-founder and workforce development consultant, Grantibly

· 15 min read

Key takeaways about credible impact stories

What this guide covers

Impact stories usually fall short in one of two ways: numbers with no meaning, or a story with no evidence

Impact stories usually fall short in one of two ways: they offer numbers with no explanation of what the numbers mean, or they offer a moving story with no evidence to show how typical it is. Both happen to organizations doing good work. Organizations doing meaningful work often know their programs are making a difference but struggle to demonstrate that difference, usually because the people who run the program are busy running it and the reporting comes at the end.

1
The report that is all numbers

Participants served, sessions held, percentages completed. Each figure may be accurate, and the reader still finishes it asking what any of it means.

2
The report that is all story

One participant's account, told well. The reader is moved, and then wonders whether anyone else had the same experience and what else supports it.

3
The credible middle

Evidence, context, and the experience of the people involved, combined so the numbers have a human meaning and the stories have evidence behind them.

A report built only from numbers can be technically accurate and still leave a funder, a board, or a leadership team asking "So what?" A table showing how many people completed a program describes what was delivered. It doesn't say who those people were, what changed for them, or what the organization will do with what it learned.

A report built only from a story has the opposite problem. A single account can't show how many participants had a similar experience, and a story chosen because it's the most moving may describe the best outcome rather than the typical one. A reader who later learns that may begin to doubt the rest of the report.

The credible middle is what this guide is about. Reaching it depends less on writing talent than on choices made well before the writing starts: what your organization sets out to learn, what it collects, how honestly it describes the limits of its evidence, who each version of the story is for, and how the people in the story are treated. The sections that follow take those choices in order.

A credible impact story starts with what your organization needs to learn, well before the report

A credible impact story starts well before anyone drafts a report, with a clear statement of what your organization needs to learn and what evidence would answer it. If the questions are vague, the data collected to answer them tends to be vague too, and no amount of careful writing at the end can supply evidence that was never gathered.

One of the most common mistakes in evaluation is jumping straight to data collection: we need a survey, we should run focus groups, we need pre- and post-tests. Maybe. The evaluation question should drive the method, not the other way around. Four checks help an organization of any kind get the foundation right.

More data isn't necessarily better data. Every added survey or measure creates work for participants, staff, and evaluators, and a focused evaluation that produces useful evidence gives an impact story more to stand on than a large plan that generates data no one has time to use. Deciding what to collect, what not to collect, and how it will be interpreted is a central part of designing an evaluation, and it's work an evaluator does with your team from the beginning.

Quantitative and qualitative data tell different parts of the story.

Angelika Gulbis, Ph.D., Grantibly

Communicating impact means answering six questions that an activity count leaves open

Communicating impact, rather than reporting activity, means answering six questions an activity count leaves open: who participated, what they experienced, what changed, why that change matters, what the organization learned, and what happens next. "We served 200 people" tells a reader the program was busy. It doesn't tell them any of those six things.

Outputs still matter in this account. Counts of sessions, participants, and hours show what was delivered and to whom, and an outcome is hard to interpret without them. The difference is that an impact story puts each count next to its meaning instead of leaving the number to speak for itself.

The six questions apply in a business as much as in a nonprofit or a college. For example, a company that trained its new supervisors might report that 40 people completed the course, an illustrative figure. The impact story explains which teams those supervisors lead, what they said changed in how they handle difficult conversations, whether anything shifted on their teams, and what the company plans to do differently in the next round of training.

A report organized around these questions is also easier to read. How do I turn program data into a report my funder actually reads? shows how to put the most important findings first and explain what each one means.

Numbers and participants' stories are more credible together than either one is alone

Numbers and participants' stories are more credible together than either one is alone, because each answers a question the other can't. Numbers can show patterns, magnitude, change, and differences between groups. Participants' accounts can help explain experiences, context, barriers, motivations, and why a pattern may be occurring.

For example, a survey might show that participants were less satisfied with one part of a program than with the others. Interviews or focus groups might help explain why, and one participant's description of that part of the program can make the finding concrete for a reader. The number tells the reader how common the experience was, and the participant's words help the reader understand it. Neither one, on its own, would give the reader the whole picture.

A test for any story you plan to use. Before a participant's story goes into a report or presentation, write one sentence that says how many participants described a similar experience. If you can write it, the story explains a pattern. If you can't, the story may be the exception, and the reader should be told that.

Choosing stories well takes the same discipline as choosing numbers. Read across the interviews, focus group notes, or open-ended survey responses before selecting individual accounts, so you know which experiences were common. Include accounts of barriers as well as successes, since a story about what got in someone's way, and what the program changed in response, can be as informative as a story about an outcome. When a story and the data point in different directions, say so, because that difference is often worth looking into.

Emotion isn't what makes a story less credible. A participant's experience is real evidence of what a program means to the people in it. A story loses credibility when it stands in for the evidence instead of explaining it. What makes an impact story credible instead of just emotional? covers that distinction in detail.

Whether to open with a story or a statistic depends on the audience. Lead with whichever one answers the audience's first question, and follow it closely with the other, so the statistic has a human meaning and the story has evidence behind it. Should we lead with stories or statistics when we talk about impact? works through that choice for different audiences. When a group is small, report the actual counts (for example, 9 of 12 participants) rather than percentages, which can make a small result look larger or more precise than it is.

Saying what your evidence can't show makes an impact story easier to trust

Saying plainly what your evidence can't show makes an impact story easier to trust, because it tells the reader you are presenting the whole picture rather than the most favorable part of it. Professional evaluators are held to the same standard: the American Evaluation Association's Guiding Principles ask evaluators to communicate all aspects of an evaluation, including its limitations, in a transparent and accurate way.

The limit that matters most in most impact stories is cause. A participant's progress after a program is real, but it doesn't by itself establish that the program produced it. Other things in that person's life may have contributed. Positive outcomes don't automatically tell us what produced them, and outcomes that fall short don't automatically mean the idea behind a program was wrong: the program may not have been fully carried out, participants may not have received enough of it, or conditions outside the program may have changed.

Some outcomes take years to appear or can't be captured in a single number. That doesn't leave an organization with nothing to report. It can describe how the program was carried out and who it reached, report the shorter-term changes the program expects to lead toward its long-term goals, gather participants' own accounts in a systematic way, and state what the evidence can't show yet. Those interim changes are evidence of progress along the path the program expects, and the story stays credible when it presents them that way. How do I report impact when our outcomes are hard to measure? explains each of those pieces.

Honesty also covers results that are uncomfortable. Mixed results are not a failure of the evaluation, and finding something early enough to improve it can be one of the most valuable things an evaluation does. An impact story that names what isn't working, and what the organization is doing about it, gives the people who fund and govern the work a reason to believe the rest of it.

The same discipline applies to promises. A better impact story can't guarantee renewed funding, a larger budget, or a return on investment, and a story that implies one sets up the next conversation to go badly. Say what the evidence shows, what it doesn't show yet, and what the organization would need in order to learn more.

One body of evidence can serve a board, a leadership team, a funder, accreditors, and a community

One body of evidence can serve a board, a leadership team, a funder, accreditors, and a community, as long as each version of the impact story is built around the question or decision that particular audience brings. Each of these audiences listens differently, and almost none of them wants the full report. The CDC's Program Evaluation Framework makes the same point in practical terms: it plans each message's format, channel, and timing, and says its style should be tailored to each audience.

A board

Explaining results to a board that just wants numbers

The numbers it asks for, each placed beside what it means for the decisions the board is responsible for, on a one-page briefing.

A leadership team

Showing leadership the work is worth continuing

Built around the decision in the room: whether to continue the work, change it, expand it, or stop it, and what each choice would cost.

An institution and its accreditors

Reporting to institutional leadership and accreditors

Enrollment, retention, completion, and cost for leadership; student achievement in relation to the mission for accreditors; progress on the award for the funder.

Participants and the community

Sharing results without breaking trust

The findings returned to the people who provided the information, in plain language, with no one identifiable and with what happens next.

What changes from one version to the next is the framing, the length, and the order. What should not change is the evidence. Use the same definitions and the same numbers in every version, so that a figure in the leadership summary matches the figure in the funder report and the accreditation narrative. When two versions disagree, the audience that notices may start to question both.

Each audience's first question also decides what comes first. A funder reviewing an annual report may want to know first whether the program reached the people it promised to serve. A leadership team in a business may want to know first whether the work is addressing the problem it was meant to address, such as turnover in one department or a skills gap on one team. A community meeting may want to know first what the program means for families like theirs. These are examples, and your own audiences may have different priorities.

Funders that need to tell a story across many grantees face a different problem, combining dozens of reports into something their own board can act on. How do I turn a mountain of grantee reports into insight for my board? covers that.

The participants in an impact story need permission, privacy, intact context, and the results first

The participants whose experiences appear in an impact story need to have agreed to it, need protection from being identified, need their words kept in context, and should hear the results before, or at the same time as, anyone else. A story should never be used merely because it's emotionally compelling. The people in it gave their time and honesty, and how the organization treats them affects whether they, and others like them, take part the next time.

An external evaluator can help with each of these steps: preparing a participant summary, reviewing materials for details that could identify someone, and facilitating a conversation where participants discuss what the findings mean. It works best when that's planned early, as part of the evaluation's scope and timeline.

A right-sized annual report and findings shared during the year make an impact story more useful

A right-sized annual report, together with findings shared during the year, makes an impact story more useful, because the people who need the evidence receive it in a form and at a time they can act on. A long report delivered months after the work it describes may be complete and still arrive too late to change anything.

Start with what the annual report is for. Determine whether a funder, your board, or another commitment requires one, then identify who the report is meant for and what each of those readers needs from it. In many organizations the practical answer is to keep the report and change it: a shorter, more focused document, with the effort saved redirected into the updates, summaries, and conversations people will use. Nobody reads our annual report. Should we keep making it? works through that decision.

A better question than "what should go in the annual report?" is what your team needs to understand and what the people you report to need to know. That question usually leads to one full report, which holds the complete evidence and its methods, supported by a short summary, a briefing, or a presentation for each audience. The full report stays the reference that every shorter version draws from, which is also what keeps the numbers consistent across them.

Timing matters as much as format. Annual and final reports matter, but a project team should not have to wait until the end of a grant to learn something important. Findings shared during the year can become part of project meetings, planning conversations, and decisions about what to change while there's still time to change it. The CDC's framework describes planning how to communicate findings and updates throughout an evaluation.

The reporting calendar, the audiences, and the formats are worth planning at the start of an evaluation, alongside the questions and the data. An evaluator who knows from the beginning that the same evidence must reach a board in the spring, a funder in the summer, and participants in the fall can design data collection and analysis to serve all three, so the team isn't assembling three separate reports at the last minute.

The Grantibly perspective

Angelika's perspective

We are sociologists first, and we are educators as much as consultants. We don't just want to deliver findings. We want people to understand what those findings mean and how they can use them. A percentage in a table may be technically accurate but still leave a project team asking, "So what?" We want to go further: what does the finding mean, why might we be seeing it, does it confirm what the team expected or challenge an assumption, and does it suggest something the project should change?

That's how we think about telling the story of the work. Organizations doing meaningful work often know their programs are making a difference but struggle to demonstrate that difference. Evaluation can help them tell that story with evidence, and that matters when they are communicating with funders, institutional leaders, boards, community partners, policymakers, participants, and potential collaborators.

At Grantibly, we think of an evaluation report as a decision, communication, and growth tool. We aren't interested in producing enormous reports no one reads, and we don't believe evaluation findings should sit on a shelf. We also don't tell clients that everything is going wonderfully when the evidence suggests otherwise. A story people can trust is honest about what's working and what isn't, and it's told with care for the people whose experiences it includes.

Communication is part of the strategy, not a final administrative step. Data don't make decisions. People do. Our job is to help clients turn information into understanding and action, because the analysis isn't the end product. The goal is helping clients decide what comes next.

A credible impact story combines evidence, context, and the experience of the people involved

A credible impact story isn't a matter of finding the right number or the most moving quotation. It comes from a series of choices: deciding what your organization needs to learn before collecting anything, answering the questions an activity count leaves open, pairing numbers with participants' accounts, naming what the evidence can't show, shaping each version for the audience that has to act on it, and treating the people in the story with care.

None of those choices requires a bigger report. Most of them require a smaller, clearer one, planned from the start with its audiences in mind, and a habit of sharing what the organization learns while there's still time to use it.

The difference between reporting activity and communicating impact is whether your reader can see who took part, what changed, why it matters, and what happens next.

More questions about telling your impact story

Is an impact story the same thing as an evaluation report?

An impact story isn't the same thing as an evaluation report, although it usually draws on one. The evaluation report sets out what was found and how it was found. The impact story communicates what that evidence means to a particular audience, such as a board, a funder, or a community, in the form and length that audience can use.

Do businesses need to tell an impact story, or is it only for nonprofits?

Businesses need to tell an impact story too, because any organization that has to explain what a program, a training effort, or a change in practice accomplished faces the same task. An executive team deciding whether to continue an initiative needs to know who it reached, what changed, what the evidence does and doesn't show, and what continuing would require.

Can we tell an impact story before we have outcome results?

You can tell an impact story before you have outcome results by reporting how the program was carried out, who it reached, the shorter-term changes it expects to lead toward its goals, and what participants say has changed so far. Say plainly which outcomes the evidence can't show yet, and when you expect to know more.

Who should tell our impact story, our own team or our evaluator?

Your own team usually tells your impact story, because it covers your organization's work, people, and plans, and your evaluator supplies and interprets the evidence it rests on. An evaluator can also help translate findings for each audience, review what a draft claims against what the evidence supports, and present results when that's part of the agreement.

Will a better impact story help us get more funding?

A better impact story can't guarantee more funding, and it shouldn't promise any. What it can do is give a funder, a board, or a leadership team a clear and honest account of what the work accomplished, what it learned, and what it needs next, which is the information they rely on when they make their own decisions.

What should we do when a participant's story and our data point in different directions?

When a participant's story and your data point in different directions, say so rather than choosing one and leaving out the other. The difference is often worth looking into: it may show that some groups had a different experience, or raise a question your next round of data collection should answer.

How long should an impact story be?

How long an impact story should be depends on the audience and how they will use it, so start from the audience. A board briefing may fit on one page, a leadership summary on a page or a few slides, and a funder report may run longer, with each drawing on the same full report.

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Angelika Gulbis, Ph.D.

Angelika Gulbis, Ph.D.

Angelika Gulbis, Ph.D. is a co-founder of Grantibly and a workforce development consultant who develops the workforce through evaluation, training, facilitation, and strategic planning. A sociologist and faculty member at Madison Area Technical College, her areas include wellbeing, emotional intelligence, leadership development, relationship dynamics and organizational culture. Her work helps organizations understand how programs create change through the relationships and systems they build, and use that understanding to do MORE good.

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