Week 26: From Data to Decisions — Using Information to Improve Programs
Nonprofit Accountability Hub
Week 26: From Data to Decisions Using Information to
Improve Programs
An independent educational initiative exploring governance,
stewardship, learning, and effective nonprofit practice.
Why This Week Matters
Many organizations are becoming better at collecting
information. Attendance sheets are completed, surveys are distributed, reports
are submitted, and databases continue to grow. Yet collecting information and
using information are not the same thing.
Across the nonprofit sector, one of the greatest challenges
is not the lack of data, but the difficulty of turning information into
decisions that strengthen programs and improve outcomes. In some environments,
reporting systems are highly developed, but the information collected is rarely
used beyond compliance requirements. In others, organizations possess valuable
community knowledge but lack systems to capture and analyze it.
The question is no longer whether organizations should
collect data. The more important question is whether that information is
helping them make better decisions.
When Information Stays in Reports
Many organizations spend considerable time preparing reports
for boards, donors, regulators, and partners. While reporting is an important
responsibility, information loses much of its value when it remains in a
document that is never discussed again.
Consider a common scenario-
An organization learns through stakeholder feedback that
participation is declining. A survey identifies barriers to attendance.
Financial reports show that certain activities are consuming more resources
than expected. Program records reveal that some communities are achieving
stronger results than others.
The information is available; the challenge is deciding how
to use it.
Organizations often strengthen performance not by collecting
more information, but by creating processes that help transform information
into action.
What Effective Organizations Do Differently
Organizations that consistently learn and improve tend to
treat information as a management tool rather than a reporting obligation.
Instead of asking: "Did we submit the report?"
They ask: "What does the report tell us?"
This seemingly small shift can create significant differences
in performance.
The Organization for Economic Co-operation and Development
(OECD) notes that evidence-informed decision-making helps strengthen governance
and improve outcomes by encouraging organizations to use available information
when making decisions. Similarly, the World Bank continues to emphasize that
better information supports better service delivery and more effective
development interventions.
The most successful organizations are not necessarily those
with the largest amount of data. They are often the organizations that know how
to use the information they already have.
Four Questions for Turning Data Into Decisions
1. What Is the Information Telling Us?
First, determine what the information
reveals-
-
Are
participation rates improving or declining?
-
Are
certain activities producing stronger results than others?
-
Are
resources being used where they create the greatest value?
Before making decisions, organizations should spend time
interpreting findings rather than simply presenting them.
2. Why Might This Be Happening?
Data can show that something is changing, but it does not
always explain why the change is happening. Community feedback and stakeholder
experiences can help fill that gap.
For example, declining attendance may be caused by
transportation challenges, seasonal demands, or competing community priorities
rather than weaknesses in the program itself. Understanding both the
information and the circumstances behind it helps organizations make better
decisions.
3. What Can We Do Differently?
Once organizations understand what is happening and why, the
next step is deciding how to respond.
The goal is not simply to identify challenges. It is to use
what has been learned to strengthen programs and improve results. This may
involve improving communication, adjusting activities, providing additional
support, strengthening partnerships, or directing resources where they can have
the greatest impact.
Not every finding requires a major change. In many cases,
small, thoughtful adjustments can help organizations better meet community
needs and achieve stronger outcomes over time.
4. Did the Change Make a Difference?
Making changes is only part of the process. Organizations
also need to assess whether those changes produced better results.
Reviewing progress helps leaders understand what worked, what
did not, and what should happen next. This turns learning into a continuous
process rather than a one-time response.
Combining Data with Community Knowledge
Good decisions are rarely made using numbers alone. Reports
and data can help organizations identify patterns and changes over time, but
community members, partners, volunteers, and other stakeholders often provide
valuable insights that help explain what those changes mean in practice.
The World Health Organization and the United Nations
Development Programme both emphasize the importance of combining evidence,
participation, and local knowledge to support better outcomes and more
responsive decision-making.
Organizations are often better positioned to improve their
programs when information and local knowledge are used together to guide
planning and decision-making.
From Reporting Culture to Learning Culture
One of the most significant shifts an organization can make
is moving from a reporting culture to a learning culture.
A reporting culture focuses primarily on satisfying
requirements.
A learning culture asks questions such as:
- What
are we learning?
- What
is working well?
- What
should we change?
- What
surprised us?
- What can we improve?
By regularly reflecting on these questions, organizations become better
equipped to adapt, innovate, and respond to the needs of the communities they
serve.
Practical Steps for Organizations
This month, consider:
1.
Reviewing
one recent report with your leadership team or board.
2.
Identifying
three key lessons from the information collected.
3.
Discussing
one improvement that could be implemented as a result.
4.
Documenting
the decision and expected outcome.
5.
Revisiting
the change within 6090 days to assess its effectiveness.
Reflection Questions
- What
information does your organization collect most frequently?
- How
often is that information used to guide decisions?
- Are
community perspectives included alongside quantitative data?
- What
would improve if information were reviewed more deliberately?
Quote of the Week
"Information creates value when it helps organizations
learn, adapt, and make better decisions for the communities they serve." Lucia Birchfield
About This Series
The Nonprofit Accountability Hub explores governance,
stewardship, learning, community engagement, and effective nonprofit practice.
By examining both established and emerging systems, the series highlights
practical approaches that organizations can adapt to strengthen performance,
improve decision-making, and achieve sustainable impact.
Sources and Further Reading
1.
OECD. Building
Capacity for Evidence-Informed Policy-Making.
https://www.oecd.org/en/publications/building-capacity-for-evidence-informed-policy-making_86331250-en.html
2.
World Bank Group. Data-Driven Development.
https://www.worldbank.org/en/topic/digital/publication/data-driven-development
3.
UNDP. Data
for Sustainable Development.
https://www.undp.org/digital/data-sustainable-development
Coming Next
Week 27: Strategic Planning That Delivers Turning Vision
Into Action