Navigating Through Ambiguity: Lessons from My Capstone Project

Working with my team and client on this capstone project has been a journey of discovery, learning, and growth. Our work focused on sustainability reporting, with my particular emphasis on water management. The project’s goal was to investigate whether sustainability reporting genuinely drives better performance or if it remains an exercise in organizational effort without meaningful results. This required us to dive into sustainability reports with a critical eye and consider the importance of setting standards in reporting.

One of the most fascinating aspects of our research was the distinction between organizational change and improved performance. Many reports focus on policies, initiatives, and goals—highlighting what companies are doing. However, we sought to go a step further by evaluating whether these efforts translated into measurable results. For instance, the phenomenon of greenwashing, where companies produce polished reports without tangible improvements, underscored the gap between intentions and outcomes. Our team engaged in extensive literature reviews and effective client communication to refine our understanding of the issues and align with the client’s needs.

Identifying meaningful indicators of performance was one of the biggest challenges we faced. An ideal indicator should be common across organizations, available across years, and capable of capturing genuine improvements. For water management, we chose water intensity—a measure of water use efficiency—as it best fit our criteria despite being difficult to calculate from available data. Constructing this indicator required painstaking effort, but it provided a foundation for assessing sustainability performance.

The next challenge was data collection, which was both labor-intensive and revealing. Sustainability reports served as our main source, requiring me to sift through and manually extract relevant data. This process unveiled some interesting trends. Over time, sustainability reports have become more structured, and data quality has improved. In the earlier years, reports were often inconsistent, and figures were frequently revised without explanation. For example, one company’s water intensity figures for a single year varied across different reports, likely due to evolving measurement methods, weak data systems, or even deliberate manipulation. In some cases, companies revised baseline numbers downward to exaggerate subsequent improvements. By 2020, however, we observed a shift toward greater standardization, with fewer revisions and more reliable data. Similar trends emerged across other companies, highlighting the positive impact of evolving reporting standards.

Another insight from our research was the lack of consistent improvement in performance. While some companies made progress in certain years, their advancements were often reversed later. We identified several reasons for this. The COVID-19 pandemic disrupted water conservation projects, as many companies reduced production. Additionally, the cycle of acquiring new facilities often led to temporary increases in water use before conservation measures could be implemented. Discrepancies in data collection models also contributed to uneven results. These factors suggest that a longer research period, spanning 15–20 years, might provide clearer trends and help distinguish real progress from short-term fluctuations.

Reflecting on this experience, I am grateful for the opportunity to work on a project that combines rigorous research with meaningful impact. The feedback and guidance from our client were invaluable, and their transparency helped us navigate the challenges of the project. For me, as a student without prior full-time work or consulting experience, this was an exponential learning curve in teamwork, problem-solving, and client communication. One key takeaway is the importance of balancing confidence in your research with humility and an openness to learning. This mindset was crucial in tackling ambiguity and finding innovative ways to add value.

Sustainability reporting has come a long way, but there is still significant room for growth. This project deepened my appreciation for the complexity of linking reporting to performance and reinforced the importance of robust, data-driven analysis. As I look ahead, I am excited to see how this field evolves and to continue contributing to its progress.