The Feature-Positive Effect is an intriguing cognitive phenomenon where we place more weight on what is present rather than what is missing. A simple yet telling illustration of this bias can be seen in two numbers. Series A: 724, 947, 421, 843, 394, 411, 054, and 646. What do these numbers have in common? If you notice that the number four appears in each of them, you already see the effect in action. Consider Series B: 349, 851, 274, 905, 772, 032, 854, 113. This one is trickier, isn’t it? The answer: none of these numbers contain the number six. The absence of a number is more difficult to detect than its presence, highlighting how our minds gravitate toward identifying what is there rather than not. This bias shapes much of how we perceive the world.

The Absence We Don’t Notice

In our daily lives, we naturally focus on the things that are present—what we see, hear, and feel. Our senses are tuned to respond to changes and stimuli, so we often notice pain, loud noises, or disruptions in our environment. But something equally important escapes our attention—the absence of negative experiences. For instance, when we experience pain, it dominates our thoughts and energy. It becomes a presence that demands our focus, whether a headache, an injury, or an emotional wound. The moment the pain subsides, however, we hardly acknowledge the absence of discomfort. We quickly revert to our usual state of being, but we rarely pause to appreciate the absence of suffering.

Consider the contrast between the presence and absence of pain. If you go through a day without any discomfort, you don’t stop to think, “I am healthy today” or “I am pain-free.” But if you were to suddenly suffer from a sore back or a headache, your entire awareness would shift to the pain and its persistence. This phenomenon is true not only for physical pain but also for emotional pain. Many people fail to notice when they are content, calm, or peaceful. It is only when stress or anxiety disrupts this state that they recognize the contrast.

The absence of negative experiences extends beyond physical and emotional pain to other aspects of life. Take health, for instance. When we are well, we don’t typically think about how fortunate we are to be in good health. We take it for granted because it’s the baseline, the “normal” state. But as soon as we fall ill, that baseline is disrupted, and we long for the absence of the illness. The simple fact that we are not sick is easily overlooked until we’re reminded of the discomfort of being unwell. Similarly, we tend to notice arguments or conflicts in relationships, but the absence of those negative interactions—the calm, supportive moments—often goes unnoticed. We take peace for granted because it is expected, not celebrated.

Focusing on what is present rather than absent affects how we perceive the world. For example, we often recognize routine disruptions—late, missing an appointment, or experiencing traffic. But how often do we recognize the absence of these disruptions, the days when everything goes according to plan without any hitches? The absence of conflict, chaos, and hardship is a valuable state, but because it is the “default,” it’s easy to overlook. If we could train ourselves to appreciate the absence of these negative events, we might find a greater sense of peace and gratitude in our everyday lives.

Feature-Positive Effect on Prevention Campaigns

The feature-positive effect is particularly potent in public health and prevention campaigns, where the focus is typically on presenting the dangers of certain behaviors rather than emphasizing the benefits of avoiding them. This bias manifests in the way messages are framed. Take anti-smoking campaigns, for instance. The phrase “smoking causes lung cancer” is a direct and powerful warning. It focuses on the tangible risk and makes the potential harm of smoking immediate and undeniable. This approach taps into our natural tendency to be more responsive to the presence of a risk or danger than to the absence of it.

In contrast, a message like “not smoking leads to a life free of lung cancer” doesn’t have the same impact. It highlights the absence of a potential outcome—cancer—but doesn’t create the same immediate emotional response. The feature-positive effect means that we are more likely to be motivated by the presence of a threat, something we can see and understand, than by the abstract absence of a negative consequence. This principle is why health campaigns are far more effective when they focus on the harm caused by certain behaviors rather than the benefits of avoiding them.

This bias is also evident in other health-related messaging. For example, campaigns promoting exercise often emphasize health benefits—better heart health, weight loss, increased energy—rather than focusing on what is avoided by exercising, like the absence of obesity, diabetes, or heart disease. People are more likely to act when they understand the positive outcomes of behavior rather than simply being told what they’ll avoid by making a different choice. This focus on the presence of rewards (like improved health or longevity) over the absence of disease is a strategic use of the feature-positive effect.

Another area where the feature-positive effect is evident is in vaccination campaigns. The emphasis is placed on the presence of immunity, the protection it provides against various diseases, rather than the absence of illness. This framing resonates deeply with people, making them more likely to get vaccinated. When we consider what is gained—protection against life-threatening diseases—we are more motivated to take action than if the campaign focused solely on what is avoided, such as the absence of suffering or the risk of disease.

The power of the feature-positive effect in prevention campaigns lies in its ability to draw attention to what is immediate, visible, and tangible. By emphasizing benefits or risks, campaigns are more likely to motivate people to take action, such as quitting smoking, exercising regularly, or getting vaccinated. Understanding this cognitive bias helps communicators create messages more likely to resonate with the audience and inspire positive behavior changes.

Business and Financial Implications

The feature-positive effect plays a critical role in the business and financial sectors, where decisions are often made based on the presence of certain data points or metrics. At the same time, the absence of relevant information can be just as important—if not more so. In auditing, accounting, and finance industries, professionals tend to focus on what is present in their reports, checklists, or assessments. They look for specific figures or discrepancies that indicate problems or risks. However, they are less likely to consider the absence of certain risks or failures, particularly when those risks are more abstract or harder to measure.

Consider the case of auditors, for instance. They use checklists to identify discrepancies in financial records, looking for irregularities or signs of fraud. However, these checklists often miss the more subtle, systemic issues that could lead to financial crises. Events like the collapse of Enron or the fraudulent Ponzi scheme run by Bernie Madoff were not immediately apparent because they did not fit the obvious patterns that auditors were trained to look for. The absence of transparency, ethical oversight, and proper regulation could not easily be detected on a checklist. As a result, these massive financial failures went unnoticed until it was too late.

This bias toward focusing on what is present—what’s in front of us—also influences financial forecasting and risk assessment. For example, when a mortgage lender evaluates a borrower’s creditworthiness, they often look for obvious signs of risk, such as a drop in income or a high debt-to-income ratio. However, they may fail to account for other, less visible risks, such as the potential for property values to decrease due to external factors like the construction of a waste facility nearby. The absence of these risks, which are not included in the lender’s checklist, could lead to financial instability.

Similarly, investors often focus on the positive indicators in the market—strong earnings reports, growing revenues, and other metrics that signal stability or growth. However, the absence of certain risks, such as the potential for a major market disruption, may be overlooked. The absence of volatility, uncertainty, or other risks doesn’t necessarily mean everything is fine. But because it’s difficult to predict or measure what isn’t present, investors and financial professionals are more likely to focus on what they can see and quantify rather than what might be missing but just as crucial to understand.

In business, the focus on present features—tangible data points, measurable outcomes, and visible indicators—can sometimes blind professionals to the larger, hidden risks that are harder to quantify but equally important. Understanding how the feature-positive effect influences decision-making can help business leaders and investors adopt a more holistic approach to risk assessment and decision-making. This ensures they consider the visible and invisible factors that could impact their success.

The Marketing Dilemma

In marketing, the feature-positive effect is a powerful tool companies use to shape consumer perceptions and drive sales. The principle is simple: focus on the positive features of a product, and consumers will be more likely to make a purchase. Marketers have long understood that people are naturally drawn to what is present and tangible while overlooking what is absent or missing. By emphasizing the positive qualities of a product—whether it’s a food item’s health benefits or a smartphone’s advanced features—marketers can influence consumer behavior without necessarily addressing any potential drawbacks or omissions.

For example, a food company that produces a salad dressing high in cholesterol may highlight its numerous vitamins on the label while omitting any mention of the cholesterol content. Consumers are more likely to focus on the positive features—the vitamins—because these benefits are prominently displayed. The absence of any reference to cholesterol doesn’t immediately raise concerns because it’s not something the consumer is thinking about. The positive, present features create a sense of security and reassurance, even if crucial information is missing.

This tactic is widely used across various industries. In the tech world, companies often promote the latest features of their gadgets—long battery life, enhanced camera quality, faster processing speed—while minimizing or omitting any mention of potential limitations, such as compatibility issues or software bugs. By drawing attention to what’s present—the sleek design, the new technology—marketers create a sense of desirability that overshadows any concerns about what might be missing from the product.

The feature-positive effect works because people are naturally wired to focus on what is visible, what is immediate, and what is easy to understand. We are more likely to act on information that highlights benefits or positive outcomes than abstract notions of what might be lacking. This is why marketers use it to great effect: by framing their products and services to emphasize what consumers gain, they make it easier for people to make purchasing decisions without being distracted by what’s not present.

Understanding the feature-positive effect in marketing is crucial for creating messages that resonate with consumers. BMarketers can tap into our cognitive biases and drive action by strategically highlighting what is present—whether it’s the benefits, features, or rewards— When used effectively, this technique can significantly influence purchasing decisions and shape consumer perceptions, even without information about potential drawbacks or risks.

The Academic Arena

In academia, the feature-positive effect significantly shapes the direction of research and the recognition of academic work. Scientists, researchers, and scholars are often rewarded for confirming hypotheses, proving theories, or providing evidence that supports established ideas. Positive findings are celebrated, often leading to career advancement, publications, and recognition. However, the absence of evidence—such as failing to confirm a hypothesis or disprove a widely accepted theory—rarely receives the same level of attention or accolades.

The bias toward positive confirmation can skew the scientific process. Research supporting existing theories is often more likely to be published, while studies that fail to find evidence or challenge established beliefs may be disregarded. The feature-positive effect is at play here because positive results are considered more valuable or worthy of publication than negative ones. As a result, the academic community places a higher value on confirming what exists—what we know—than on uncovering what does not exist, such as a theory that has been disproven or an assumption that has been proven wrong.

This bias toward positive confirmation also affects how advice is given in academic and professional contexts. People are more likely to embrace recommendations that tell them what to do—positive, actionable advice—than to heed negative advice, such as “don’t do that” or “avoid this.” Positive advice adds something to one’s life or behavior and is more appealing because it aligns with the feature-positive effect. Negative advice, on the other hand, can feel restrictive or discouraging, even if it may be just as valuable.

In academia, this bias can lead to an overemphasis on theories or research that confirm existing beliefs while neglecting the importance of falsification and the absence of evidence. If the scientific community can learn to appreciate the value of negative results—studies that challenge assumptions or demonstrate the absence of evidence—it can encourage a more balanced, rigorous approach to knowledge-building.

Conclusion

The feature-positive effect reveals the limitations of our perception. We are constantly drawn to what is present and tangible, while the absence of things—whether pain, conflict, or other disruptions—goes largely unnoticed. This bias influences everything from marketing and finance to science and personal life. If we could learn to appreciate the absence of negative events as much as we recognize the presence of positive ones, perhaps we would find greater joy and gratitude in our lives. Recognizing absence requires mental effort, but it may hold the key to a richer, more fulfilling experience.

This article is part of The Art of Thinking Clearly Series based on Rolf Dobelli’s book.