Key results indicate whether you’re actually making progress toward a goal, not just staying busy. The term shows up in two common contexts: the OKR (Objectives and Key Results) framework used by businesses and teams, and the results section of a research study. In both cases, key results serve the same fundamental purpose: they translate ambition or hypothesis into measurable evidence of what actually happened.
Key Results in the OKR Framework
In the OKR framework, an objective is a qualitative goal, something like “improve customer satisfaction” or “reduce data errors in the system.” Key results are the specific, measurable indicators that tell you whether you achieved that objective. They answer the question: how do we know we succeeded?
The critical distinction is between outcomes and activities. A key result is not a task you completed. It’s the measurable change that resulted from your work. If your objective is to reduce data errors, “install version 10.0 of the vendor software” is an activity, not a key result. The key result would be something like a decrease in data quality errors reported to the support desk, fewer orders that can’t be filled automatically, or a drop in order errors reported by customers. You might perform many different activities in pursuit of one objective. The key results track whether any of those activities actually moved the needle.
This reframes how teams evaluate their work. Instead of asking “did we finish the project?” you ask “did the project produce the outcome we wanted?” A team can complete every task on its list and still fail to hit its key results, which signals that the work itself needs to change.
How Key Results Are Scored
Most organizations using OKRs score each key result on a scale from 0.0 to 1.0. A score of 1.0 means you fully achieved the result. A score of 0.0 means no progress was made. But here’s where interpretation matters: OKRs are designed to be ambitious, sometimes called “stretch goals.” A score in the 0.6 to 0.7 range is often considered a success, because it means you made significant progress toward something deliberately set beyond easy reach.
If your team consistently scores 1.0 on every key result, that usually indicates the goals weren’t ambitious enough. Conversely, scores below 0.3 across the board suggest either the objectives were unrealistic or the strategy needs a serious rethink. The scoring isn’t pass/fail. It’s a diagnostic tool that reveals whether you’re aiming at the right things and making meaningful progress.
Key Results vs. KPIs
Key results are sometimes confused with KPIs (key performance indicators), but they serve different roles. A KPI is an ongoing metric that monitors organizational health: revenue, customer satisfaction scores, email signups, units manufactured. KPIs tell you how things are going right now, but they don’t inherently carry a sense of direction or urgency.
Key results take those same types of metrics and attach them to a specific objective with a defined timeframe. They add purpose to the numbers. A KPI might track customer satisfaction at 78%. A key result would say “increase customer satisfaction from 78% to 88% this quarter to support our objective of becoming the top-rated provider in our category.” One describes the current state. The other tells you why it matters to get from here to there, and how fast. OKRs have been described as “KPIs with soul” for exactly this reason: they link measurable outcomes to an organization’s broader mission.
Key Results in Research Studies
In a scientific paper or formal research report, “key results” refers to something different but conceptually parallel. The results section of a study presents the data collected during the research, typically organized into tables, figures, and statistical summaries. These findings indicate whether the evidence supports or contradicts the study’s original hypothesis.
The results themselves are presented as objectively as possible, without interpretation. The interpretation comes in the discussion section, where the researchers explain how the data points relate to each other, how they compare to findings from other studies, and what they might suggest about the broader question being investigated. When you read a study’s key results, you’re looking at the raw evidence. The discussion tells you what that evidence means in context.
If you’re reading a research paper and trying to understand what the key results indicate, focus on three things: the direction of the effect (did the measured outcome go up or down?), the size of the effect (by how much?), and whether the result was statistically significant, meaning unlikely to have occurred by random chance. Those three elements together tell you whether the study found something meaningful or inconclusive.
What Key Results Reveal About Strategy
Whether you’re looking at OKR key results or research findings, the underlying question is the same: did our actions produce the change we expected? In a business setting, key results reveal whether a team’s strategy is working. They force honest evaluation. You can’t claim success by pointing to how hard you worked or how many meetings you held. The numbers either moved or they didn’t.
This is why well-written key results focus on outcomes you can count or measure. Vague results like “improve team morale” are hard to evaluate. Specific ones like “reduce voluntary turnover from 18% to 12%” or “increase employee engagement survey scores by 15 points” give you a clear signal. The more precisely a key result is defined, the more useful the information it provides when the measurement period ends.
In research, the same principle applies. A study with clearly defined outcome measures produces results you can interpret with confidence. One with fuzzy endpoints leaves you guessing about what the data actually means. In both contexts, key results are only as informative as the clarity of what you set out to measure in the first place.