Statistics was the "Death" of Me by Jelani

Statistics was the "Death" of Me by Jelani - July 2026 Scholarship Essay

I took AP Statistics at the start of my senior year for several reasons. First, I enjoyed math and felt pretty confident about solving problems. I also thought this class could help improve my GPA prior to attending college.

Additionally, many former students of mine stated they found AP Statistics to be both enjoyable and easier than AP Calculus. So, I figured this course would be an excellent choice.However, I soon discovered that AP Statistics was an entirely new style of math.
While in past math classes, I typically knew what formula or process I needed to use to solve the problem. Therefore, if I knew the "right" formula and followed the proper steps, I knew I would get the right answer.

In contrast, AP Statistics requires much more than just knowing the appropriate method. It requires you to know why you are using a particular method and when to use that method. Furthermore, it is important to know how to interpret your findings and to communicate your methodology. The sheer volume of reading and explaining in AP Statistics also came as a shock to me. As such, I did begin to regret taking this class.
When I received my first unit test scores and saw that I had failed the test, I was very frustrated. In fact, my frustration was due to the fact that math has traditionally been one of my strong subject areas.
Initially, I thought I simply needed to memorize more of the steps in order to do better. Eventually, however, I realized that memorizing was actually causing me more trouble rather than helping me. What I really needed to do was develop an understanding of the concepts rather than just memorizing the procedures.

Fortunately, a student who was doing well in the class observed that I was having difficulties with the material and asked if he could assist me. He demonstrated alternative approaches for solving problems by identifying patterns and emphasizing the development of conceptual understanding. Perhaps most importantly, his assistance caused me to change how I looked at statistics. Rather than viewing problems as steps to memorize, I began to view them as inquiries requiring analysis and critical thinking.

Following my shift in perspective regarding statistics, I improved my study habits as well. For example, when studying topics like hypothesis testing, I shifted my focus away from simply memorizing procedures toward developing an understanding of the purpose behind each procedure. Through this experience, I developed a greater appreciation for the role of evidence in statistical decision-making. Ultimately, this new perspective enabled me to raise my grade from failing to a B.

Ultimately, AP Statistics taught me that failure does not necessarily mean that I am incapable of achieving success. On occasion, struggle may indicate that a person needs to alter their approach and/or be willing to learn in a new way. This lesson will aid me in my future career as a mechanical engineer as engineers must engage in problem-solving activities that require considerably more than merely applying formulas. Engineers analyze data, conduct tests on potential solutions, and ultimately make decisions based on evidence. In addition to improving my critical-thinking abilities, AP Statistics demonstrated to me that personal growth can result from facing challenges that cause us discomfort.