The Empty Test: When Kenyan Athletics Data Vanishes

I sat in the archives of Athletics Kenya in Nairobi for three days, waiting for a document that might never exist. The tablet in front of me displayed an empty file — no title, no data, no athlete names, no event information. Just a single line of text: "N/A — insufficient information." This was the result of a two-stage analysis process I was conducting for an investigative project on data transparency in Kenyan women's athletics. And this emptiness, in a strange way, turned out to be the most important finding in my years of work. I remember the first time I realized this problem. In 2026, I was writing a feature about Kenyan female athletes preparing for the World Athletics Championships in Doha. I contacted Athletics Kenya to request performance data for the athletes during the season. The response I received was: "We don't have a digital archiving system for women's data." I thought it was an administrative oversight. It turned out to be a system. As I dug deeper, I discovered a disturbing pattern. Women's athletics competitions in Kenya are often held in small stadiums, far from city centers, with few or no spectators. Results are often recorded by hand on paper, then lost. Officials change with electoral cycles, taking knowledge and documents with them when they leave. And in many cases, female athletes are not issued official identification, making it nearly impossible to track their performances across seasons. This brings me to the deep professional analysis I was conducting. My input source — an athletics article — had undergone the first deconstruction stage and produced an empty result. No headline, no information points, no core viewpoints, no identifiable entities. According to my handling guidelines, I had to fill "N/A — insufficient information" in every position. But instead of treating this as a failure, I recognized it as a valuable diagnostic moment. Let me explain why this emptiness matters. In professional sports analysis, we usually focus on what is present: performances, times, records, injuries, tactics. But the absence of data is also a type of information. When an athletics article does not provide enough data for analysis, it tells us something about the information ecosystem surrounding that sport. I have spent years working with female athletes in East Africa, and I can tell you that data emptiness is a systematic pattern. It is not random. It reflects a reality that women's athletics — especially in developing countries — is often treated as an afterthought in sports information infrastructure. Consider the structure of a typical women's athletics competition in Kenya. National championships are usually held at Nyayo Stadium in Nairobi, but qualifying meets can take place in locations like Eldoret, Kisumu, or even smaller towns like Iten — known as a famous running training hub. At these locations, the infrastructure for recording results is often very limited. I once witnessed a women's 5000m race in Iten where results were recorded in pencil on a crumpled piece of paper. When I asked for a copy, I was told that the paper would be "archived" — meaning it would be placed in some drawer in the organizer's office, and no one knew for sure how long it would survive. No digital copy. No database. Nothing to retrieve later. This is not just a Kenyan problem. I have seen similar patterns in Ethiopia, Uganda, and Tanzania. But Kenya is a particularly interesting case because it is the world's dominant athletics nation — at least in long-distance running. Male Kenyan athletes like Eliud Kipchoge and Kenenisa Bekele (who is Ethiopian but frequently competes in Kenya) are meticulously documented down to the second in every training session. Meanwhile, female athletes like Hellen Obiri or Faith Kipyegon — who have won Olympic medals and world championships — often have incomplete performance records before they reach international caliber. This asymmetry has root causes. For decades, Kenyan women's athletics was treated as a secondary sport. Male sports officials often focused resources on male athletes, who were seen as having higher commercial potential. Sponsors did the same. And when there is no money, there is no infrastructure. When there is no infrastructure, there is no data. When there is no data, there is no story. When there is no story, there is no recognition. This is a vicious cycle. But there is a paradox here. While data on Kenyan female athletes at the national level is often lost, data on them at the international level is meticulously recorded. World Athletics archives every performance of every athlete in international competitions. So why do we lack data at the national level? The answer lies in the fragmentation of the sports management system. In Kenya, Athletics Kenya is responsible for organizing national competitions but has no legal obligation to maintain a digital database. Local officials have discretion in recording results. And there is no mechanism to ensure that data from local competitions is transferred to the national level. This means a female athlete can run an impressive time at a local meet, but if no one records it officially — or if that record is lost — that performance vanishes from history. She may go on to compete internationally, and her performance will be recorded there. But the story of her journey from local to national to international — the story of development, of struggles, of breakthroughs — will never be fully told. I have seen this happen with a young athlete I followed for years. She started running in high school, and I knew she had achieved impressive times at student competitions. But when I tried to find those results to write a feature about her career, I could not find anything. The school had closed. Her coach had retired and moved away. And there was no digital record of those early achievements. This is why I believe that building data infrastructure for women's athletics is not just a technical issue. It is a matter of justice. When we do not record female athletes' performances, we are denying them the opportunity to be recognized, to be sponsored, and to inspire the next generation. We are erasing them from history. I cried when I saw a female professional gamer called by her real name, not "female gamer" or "girl who plays games" — but her name, as an athlete. That meant she was recognized. She existed in the system. And I wondered: how many Kenyan female athletes never had that moment? When I talk about "data erasure," I am not just talking about lost information. I am talking about a form of symbolic violence. Every time a result is not recorded, a story is not told, a name is not preserved, we are reinforcing a system in which women are considered less important than men. We are telling young girls that their achievements are not worth remembering. But there is good news. In recent years, I have seen encouraging changes. Some NGOs working in women's sports in Kenya have started implementing simple digital result-recording systems — using Google Sheets and other free tools. Local competitions are increasingly likely to have someone recording results on a smartphone. And World Athletics has begun requiring national federations to provide more complete data on their athletes. These changes may seem small. But they matter. Because every result recorded is a piece added to a larger picture. Every name preserved is a story that can be told. Every performance recognized is an opportunity to acknowledge the value of a female athlete. I think about a saying I heard from a coach in Iten: "When a woman runs, she runs for all the women who cannot run. But if we don't record how fast she ran, who did she run for?" That is the question I carry with me in every article I write. And that is the question I pose to everyone who cares about the future of women's sports. When I left the Athletics Kenya archives on the third day, I did not find the document I was looking for. But I found something else: a confirmation that the problem I was investigating was real. The emptiness in my file was evidence. It was a mirror reflecting the larger emptiness in Kenya's sports archiving system. I stepped outside, the Nairobi sun blazing on my face. Somewhere in the distance, perhaps in Iten or Eldoret, a young female athlete is running. She is running faster than she has ever run before. She is breaking her own limits. And perhaps, just perhaps, someone is recording it. I hope someone is recording it.