Data and Metrics
Avoiding Data Overload: What Not to Measure
Stop drowning in spreadsheets. Learn how to avoid nonprofit data overload by focusing on the right metrics and cutting the noise from your reporting.
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Learn how nonprofit benchmarking helps you compare performance, choose meaningful peer organizations, find reliable data, and turn benchmarks into better decisions.
You can see how fast you’re going. You can compare today with yesterday. You may even know whether you’re getting better.
But you still don’t know how your performance compares with organizations facing similar challenges.
That’s where nonprofit benchmarking becomes useful.
Benchmarking is the process of comparing your organization’s performance against a meaningful reference point. That reference point might be your own past performance, another program inside your organization, a group of similar nonprofits, or broader sector data.
The important word is meaningful.
A benchmark isn’t useful simply because someone published an average. The right benchmark gives you context for making a better decision.
Nonprofit benchmarking compares specific measures of organizational performance against another relevant set of results.
Those measures might include:
The purpose isn’t to prove that your nonprofit is better than another organization.
The purpose is to answer a much more useful question:
Is our current performance reasonable, and where should we investigate further?
That distinction matters.
If your cost per person served is $42 and another organization reports $30, that doesn’t automatically mean you’re inefficient.
Maybe you provide a substantially different service.
Maybe you operate in a more expensive market.
Maybe your population requires more intensive support.
Or maybe you’ve just discovered a $12 performance gap worth understanding.
The benchmark doesn’t give you the answer. It tells you where to start asking questions.
Not every useful benchmark comes from another nonprofit.
In practice, there are three ways I think about benchmarking.
The easiest organization to compare yourself against is often yourself.
Compare:
Internal benchmarking is especially valuable when there isn’t good external data available.
If your average fulfillment time was 72 hours last year and is 48 hours this year, you know something improved even if you have no idea what another nonprofit’s fulfillment time is.
The next question becomes: Why did it improve, and can we repeat what caused it?
Peer benchmarking compares your organization with nonprofits that actually resemble yours.
The word peer matters.
A $750,000 community nonprofit shouldn’t automatically compare itself with a $75 million national organization just because both address the same issue.
Useful peers may have similarities in:
Five truly comparable organizations can provide better insight than an industry average built from 5,000 organizations that look nothing like yours.
Sometimes broader nonprofit data is exactly what you need.
National and regional studies can provide context around fundraising, compensation, financial health, donor behavior, staffing, governance, and other common nonprofit functions.
For example, the Fundraising Effectiveness Project regularly publishes current fundraising and donor-retention data, allowing nonprofits to compare their own fundraising trends with broader patterns.
The key is remembering what sector data represents:
context, not a commandment.
Start with the decision you’re trying to make.
Don’t collect benchmarks simply because the numbers are available.
Useful measures might include:
Depending on your fundraising model:
This is where many nonprofits have tremendous untapped opportunity.
Consider:
Possible measures include:
You might compare:
The correct list will be different for every organization.
If a metric isn’t connected to a decision you may need to make, question why you’re spending time measuring it.
This is where benchmarking often goes wrong.
Organizations compare themselves with whoever happens to have publicly available numbers.
Instead, deliberately build a peer group.
Start by identifying nonprofits that are reasonably similar in mission, operating model, size, geography, and population served.
Then ask:
Would I expect these organizations to face approximately the same operational realities we do?
If the answer is no, the comparison may not tell you much.
You also don’t need dozens of peers.
A smaller group of genuinely comparable organizations can reveal patterns without creating a massive research project.
And sometimes you will discover that no good peer group exists.
That’s okay.
Use internal benchmarking instead.
Bad comparative data isn’t automatically better than no comparative data.
You probably already have more benchmarking information available than you realize.
A nonprofit’s Form 990 can provide information about revenue, expenses, compensation, staffing, governance, program activities, and other organizational characteristics.
The IRS makes Form 990-series filings publicly searchable through its Tax Exempt Organization Search system.
That makes Form 990 data particularly useful for identifying and studying peer organizations.
Many nonprofits publish annual or impact reports containing:
The information isn’t standardized, so comparisons require some judgment, but it can provide context that financial filings don’t.
National, state, and specialized nonprofit associations regularly publish research on fundraising, staffing, compensation, governance, and operating trends.
Use the source closest to the question you’re trying to answer.
Don’t overlook this one.
Your accounting system, CRM, volunteer system, operations database, inventory system, donor records, and spreadsheets may contain years of benchmarking data.
You don’t necessarily need another organization to tell you whether you’re improving.
There isn’t one magic nonprofit benchmarking tool.
Different tools answer different questions.
For public financial and organizational data, the IRS Tax Exempt Organization Search provides direct access to Form 990-series filings.
Fundraising organizations can use research such as the Fundraising Effectiveness Project to compare donor and fundraising trends against broader sector performance.
Your accounting platform, CRM, spreadsheet, dashboard, or business-intelligence system can handle internal benchmarking.
The software matters less than the structure.
A perfectly designed dashboard comparing the wrong organizations is still giving you bad information.
You don’t need a complicated benchmarking project.
Use this process.
Don’t start with data.
Start with something you need to understand.
For example:
Are our transportation costs unusually high?
That’s a much better starting point than:
Let’s benchmark transportation.
Define exactly what you’re comparing.
“Transportation cost” could mean:
Those aren’t interchangeable.
Decide whether you need:
This is critical.
Comparing total expenses between a $1 million organization and a $10 million organization tells you very little.
Normalize the measure when appropriate.
Instead of:
Total transportation cost
consider:
Transportation cost per delivery
or:
Transportation cost per person served
Now you’ve created a measure that may actually support comparison.
Suppose your result is:
$14.20 per delivery
and a reasonable comparison is:
$10.80 per delivery
The $3.40 difference is not automatically a problem.
It’s a question.
Now investigate.
Maybe:
This is where benchmarking becomes useful.
Sometimes benchmarking reveals a problem.
Sometimes it explains why your organization should be different.
Both are valuable findings.
Once you understand the comparison, establish the performance level that makes sense for your organization.
That becomes your operating target.
Benchmarking isn’t a one-time report.
Revisit important measures periodically and ask:
Did the gap change?
More importantly:
Do we understand why?
You don’t need specialized software to begin benchmarking. A spreadsheet with a few carefully chosen measurements can provide useful information.
Start with a comparison like this:
| Metric | Your Organization | Comparison | Difference |
|---|---|---|---|
| Cost per service | $42 | $35 | +$7 |
| Average fulfillment time | 4 days | 3 days | +1 day |
| Volunteer retention | 72% | 80% | -8 points |
| Capacity utilization | 85% | 90% | -5 points |
| Donor retention | 60% | 65% | -5 points |
These numbers are illustrative, not published nonprofit industry benchmarks.
The important part isn’t whether your organization has the highest or lowest number.
It’s understanding why the differences exist.
Before drawing conclusions, make sure you’re comparing the same definitions, time periods, and operating conditions.
For each meaningful difference, record three things:
That turns a benchmarking spreadsheet into a management tool.
And sometimes the correct management decision is to change nothing. A difference isn’t automatically a problem.
At Trusted World, benchmarking isn’t primarily about asking whether another nonprofit is doing better than we are.
We use measurement to understand our own system.
One example is fulfillment speed.
If we know how long it takes from the time a partner submits a request until those resources are ready and delivered, we have an operational benchmark.
Now we can compare:
That last comparison is particularly important.
Serving more people isn’t necessarily operational improvement if fulfillment time doubles while you’re doing it.
The same thinking applies to cost per person served, inventory, transportation, volunteer productivity, and capacity.
The benchmark gives us a reference point.
Then we ask the more important question:
What changed in the system that produced the result?
That’s where measurement becomes management.
Suppose the average nonprofit similar to yours processes a request in five days.
You process it in four.
Congratulations.
You’re better than average.
But what if the person needing help really needs the resources in two days?
Being better than the benchmark doesn’t mean the system is good.
It simply means you’re performing better than the comparison group.
The reverse is also true.
Being below a benchmark doesn’t automatically mean something is wrong.
Your mission, service population, geography, staffing model, or quality standards may legitimately produce different results.
That’s why I don’t believe benchmarks should automatically become goals.
Benchmarks provide context. Goals should come from what your organization is trying to accomplish.
Create your own.
This is particularly important for organizations doing something unusual.
Establish a baseline today.
Then compare:
Month over month.
Quarter over quarter.
Year over year.
Before and after.
Location against location.
Program against program.
Over time, your organization develops its own performance history.
That can become more useful than an industry average because it reflects your actual operating model.
You don’t always need to know whether you’re better than everyone else.
You need to know whether you’re getting better at accomplishing the mission.
The purpose of benchmarking isn’t to create another spreadsheet.
It’s to expose something worth understanding.
A useful benchmark should make someone ask:
Why are we different?
Sometimes the answer reveals a problem.
Sometimes it reveals an advantage.
Sometimes it shows that the metric you were worried about doesn’t matter nearly as much as you thought.
But if benchmarking doesn’t eventually lead to a decision, an investigation, or a better question, it’s probably just another number.
Data is most valuable when it changes what you do next.
Nonprofit benchmarking is the process of comparing an organization’s performance with its own historical results, similar organizations, or broader sector data to provide context for decision-making.
There is no universal set. Useful benchmarks depend on the organization’s mission and operating model. Common areas include financial health, fundraising, operations, program outcomes, staffing, volunteer engagement, and organizational capacity.
Sources include Form 990 filings, annual reports, professional associations, fundraising research, peer organizations, and the nonprofit’s own historical data. The IRS provides public access to Form 990-series filings through its Tax Exempt Organization Search.
Look for organizations with meaningful similarities in mission, budget, geography, population served, service model, staffing, and funding structure. The goal isn’t to find an identical organization; it’s to find comparisons similar enough to provide useful context.
It depends on the metric. Operational measures may warrant monthly or quarterly comparisons, while annual financial or sector benchmarks may only need updating once a year.
Benchmarking works best when you’re measuring the right things in the first place.
The Mission Metrics Nonprofit KPI Toolkit can help you identify the measures that actually matter, organize them, and turn your data into something leadership can use.
Download the free KPI Toolkit
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