SDG Maps Are Not Just Reporting Exercises

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20 October 2026
Photo by iStock/Boy Wirat
When designed well, SDG maps are leadership tools that can help academic leaders advance curricular design, faculty development, and assurance of learning.
  • Binary curricular maps can show where the United Nations Sustainable Development Goals appear in a business school’s programs, but they rarely show the depth of student engagement with the SDGs.
  • By contrast, a developmental SDG map can connect sustainability education to mission, curriculum design, pedagogy, assurance of learning, and evidence of student competence.
  • The same map can identify which professors need orientation, integration support, or advanced pedagogy, as well as which ones can take on leadership roles in peer learning.

 
Ever since the United Nations introduced the 17 Sustainable Development Goals in 2012, business schools have used the SDGs as a benchmark to track how well they have integrated sustainability into their curricula. Thanks to the United Nations Principles for Responsible Management Education (PRME), the SDGs have been translated into a recognizable curriculum-mapping practice. PRME’s Blueprint for SDG Integration presents mapping by SDG icon as the simplest and most widely used starting point.

Within this blueprint, programs are arranged in rows, the 17 SDGs appear in columns, and ticks or colored cells show where sustainability appears in the curriculum. These binary matrices are easy to create and communicate, and they fit readily into PRME’s Sharing Information on Progress (SIP) exercise and other reports. It’s easy to understand why this practice has gained traction among business schools. For external reporting, accreditation documentation, and internal visibility, this kind of map has value. Its presentation can look reassuring.

However, a visible map of a program’s SDG touchpoints is not the same as evidence of an effective curriculum. The more important question is not whether a course includes content that touches on SDG 8 or SDG 13, but whether students are developing the capability to use sustainability thinking in business decisions. Can they analyze complex systems? Can they reason across economic, social, and environmental objectives? Can they work with uncertainty, evaluate trade-offs, and design responsible action?

A binary SDG map can show topic presence, but it cannot show learning depth, progression, or assessment. It also cannot show whether faculty feel prepared to teach sustainability in ways that are credible in their disciplines.

That is why business schools should use an SDG map less as a reporting artifact and more as a leadership instrument. Designed well, a map can connect curriculum design, faculty development, and assurance of learning (AoL).

The Problem With Binary Maps

Even with its limitations, a binary SDG curriculum map is a reasonable starting point, especially for schools that are still trying to understand where sustainability appears across their programs. Binary maps can reveal gaps, overlaps, and concentrations. They can show whether sustainability is confined to electives or present in the core.

This type of presentation is illustrated in Table 1 below, an SDG map adapted from the 2022 SIP report from Conestoga College in Kitchener, Ontario, Canada:

TABLE 1:
SDG
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
COURSE 8425 X X X X X X X X X X X X X X X X X
8460 X X X X X X X   X X X X   X X
8450 X X X X X X X
8260 X X X X X X X X X  
8055 X X X
X
X   X X   X
8310 X X
X X X   X   X
8470 X X X X X X X
8490 X X X X X X X X X X X X X X X X X
8005 X X X X X X
8435 X
X X X X X X X
8010 X X X X X X X X  

A binary SDG curriculum map of the curriculum at the Conestoga College School of Business.

But such maps can also create a false sense of progress. A course that mentions climate change in one lecture might receive the same SDG marker as a course in which students spend several weeks analyzing climate risk, stakeholder conflict, business model transformation, and regulatory change. Both courses “cover” the same SDG, but their contributions to student learning are not equivalent.

That distinction matters because sustainability education should not simply expose students to related topics. It should also require students to apply concepts, test assumptions, work through tensions, and make decisions in situations where there is no perfect answer. If students only occasionally encounter the SDGs in a program, schools should not assume students are developing competence.

Mapping Development, Not Just Presence

Once a school creates an SDG map, the next step is to distinguish between levels of curricular engagement. For AACSB-accredited schools, connecting an SDG map to AoL is a manageable next step. Rather than creating parallel systems, leaders can use their maps to extend established curriculum and quality assurance practices. Doing so can reduce implementation effort and encourage faculty buy-in.

For example, an AoL-connected map might use one of four categories to describe a particular course. The course may have potential to address an SDG, introduce students to relevant concepts, deepen students’ ability to apply those concepts, or assess learning outcomes (see Table 2 below).

TABLE 2:
SDG
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17
COURSE A                                  
B            
C            
D          
E      
F              
G            

Legend:   Potential  |  Introduction  |  In-depth study  |  Measurement

A sample developmental SDG curriculum map (adapted from a chapter I contributed to the 2026 open access publication Leadership for Sustainability).

With this shift, the map no longer asks only, “Where do the SDGs appear?” It asks, “How do students progressively build sustainability competence across the program?” With one glance at the map, program leaders can see which courses have the most potential to expand sustainability content. They can see whether students encounter the topic only at an introductory level or whether they later practice analysis, application, evaluation, and action. They can see whether learning is scaffolded across the student journey or left to isolated courses. They also are in a better position to determine whether the school’s sustainability claims are supported by evidence of learning.

If a school claims that graduates develop desired competencies, the curriculum should show where those competencies are introduced, where they are practiced, and where they are assessed. The map becomes a bridge between mission, program learning goals, pedagogy, and evidence of learning.

Faculty Development Is the Missing Link

Business schools often assume that once sustainability is added to learning goals, faculty will integrate it into their teaching. But that assumption is risky.

Faculty members differ in their familiarity with sustainability concepts; their confidence in teaching them; their ability to connect them to their disciplines; and their access to relevant cases, assignments, and assessment methods. Some faculty already teach the topic in sophisticated ways, while others are willing but unsure where to begin. Some may not yet see how sustainability connects to disciplines such as accounting, human resource management, or information systems.

A developmental SDG map can make these differences visible without turning them into a deficit narrative. It also can help leaders identify what kind of support is needed, for whom, and where.

Faculty development becomes more credible when it is connected to actual courses, learning goals, and student progression.

For example, a faculty member responsible for a course marked as potential may need orientation, while one introducing sustainability may need support with integration. A professor who is already leading in-depth study or measurement related to education for sustainable development may benefit from advanced development.

A map such as the one shown in Table 2 can establish a reasonable expectation: Faculty capability should be commensurate with the depth of learning the course claims to deliver. A mismatch is a signal to leadership that an adjustment might be necessary.

From that alignment, four broad categories of faculty development often emerge:

  • Orientation. Faculty who have little prior engagement with sustainability are a source of unrealized potential. Here, development should provide a clear introduction to the SDGs, responsible management education, and the relevance of sustainability challenges to business disciplines. The objective is to increase relevance, boost confidence, and create credible entry points.
  • Integration support. Faculty whose courses introduce sustainability but do not move beyond exposure may need support redesigning sessions, assignments, cases, and learning outcomes. They will benefit from examples, templates, teaching notes, and structured peer exchange.
  • Deeper pedagogical development. Faculty responsible for in-depth study or measurement need advanced development focused on experiential learning, interdisciplinary projects, systems thinking, stakeholder analysis, paradox and trade-off pedagogy, and authentic assessment.
  • Leadership. Faculty with substantial expertise and a record of in-depth teaching or assessment can serve as mentors, peer coaches, project leaders, and conveners of communities of practice.

This staged approach matters. A one-size-fits-all workshop will be too basic for some faculty, too abstract for others, and too disconnected from the teaching realities of many. Faculty development becomes more credible when it is connected to actual courses, learning goals, and student progression.

Therefore, the map not only provides evidence of student progression, but also indicates the capability required to deliver that progression. When maps are used with this in mind, schools can build faculty development capability and motivation across the program, reduce dependence on a few enthusiasts, and turn sustainability from a collection of isolated initiatives into a shared responsibility.

What Leaders Should Do Differently

Business school leaders can use SDG maps more strategically by making four practical changes.

First, map depth, not just presence. Instead of marking only whether an SDG appears in a course, identify the type of engagement. Is there potential for integration? Are students introduced to the issue? Do they apply and deepen their understanding? Is the learning assessed? This gives leaders a more honest picture of the curriculum.

Second, connect the map to program learning goals. Sustainability should be tied to what the school wants graduates to know and be able to do, not addressed in a parallel reporting structure. This connection is especially important for schools seeking to demonstrate responsible management education, societal impact, and mission alignment.

The goal is not to create a perfect institutional map, but to design a valuable decision-making tool.

Third, use the map to design faculty development. Rather than offering generic workshops, academic leaders should allocate resources according to actual teaching abilities and responsibilities: orientation where potential is unrealized, integration support where sustainability is introduced, advanced pedagogy where learning is deepened or measured, and peer leadership roles for faculty experts.

Fourth, institutionalize collective curriculum responsibility. Many schools still rely on a small number of highly motivated faculty members to carry this work. That may generate promising initiatives, but it does not build a durable culture. Leaders need structures, incentives, time, recognition, and peer-learning formats that make sustainability education part of normal academic work.

A practical starting point is to pilot this mapping approach in one program. Convene the program team to select a small number of relevant learning goals. Ask course leaders to classify each relevant course by level of engagement: where there is potential to add content, where the SDGs are merely introduced, where students engage with the SDGs more deeply, or where student learning is explicitly measured. Then, identify where student progression is weak and where faculty support is needed. The goal is not to create a perfect institutional map, but to design a valuable decision-making tool.

From Compliance Artifact to Change Instrument

The real promise of SDG maps is that they act as leadership tools that help business schools ask better questions:

  • Where do students first encounter sustainability?
  • Where do they practice dealing with complexity?
  • Where do they learn to manage tensions between economic, social, and environmental goals?
  • Where do they demonstrate that they can apply sustainability thinking to business decisions?
  • Where do faculty need support to make that learning possible?

When used this way, SDG maps move beyond documentation to become mechanisms for curriculum coherence, faculty development, and assurance of learning. For business schools under pressure to show how they contribute to responsible management education and societal transformation, the distinction is critical. Schools that understand this distinction are less likely to miss this opportunity to show how their faculty intentionally develop, support, and assess students’ learning.

Achieving this goal requires leadership. And it begins by asking for more from the map.

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Authors
Frank Ulbrich
Professor and BBA Program Director, Lucerne University of Applied Sciences and Arts
The views expressed by contributors to AACSB Insights do not represent an official position of AACSB, unless clearly stated.
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