# Objectivity

> Why evidence-based decisions beat gut feel in trading — practical ways to spot your own biases and use backtesting data to keep them in check.

- Source: https://forexthrive.com/blog/objectivity
- Author: ForexThrive Team
- Published: 2023-06-11
- Publisher: ForexThrive (https://forexthrive.com/)

Being objective in trading means basing decisions on evidence, predefined rules and data instead of hope, fear or a recent win or loss. You get there by recognising your biases, separating facts from interpretations, controlling emotional reactions, and testing ideas on historical data before risking money. Complete objectivity is impossible, but it can be practised.

## The importance of being objective

Being objective means approaching situations and making judgments or decisions based on unbiased analysis and evidence, rather than personal opinions, emotions, or biases. Here are some suggestions on how to foster objectivity:

![objective vs subjective](data:image/png;base64,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
)

Recognize and Acknowledge Your Biases: Start by acknowledging that everyone has inherent biases and personal perspectives. Be aware of your own biases and understand how they might influence your thoughts and actions. This self-awareness is a crucial first step towards objectivity.

Seek Multiple Perspectives: To gain a well-rounded understanding of a situation, actively seek out diverse perspectives and sources of information. Engage with different viewpoints, listen attentively, and consider alternative opinions or interpretations. This can help you challenge your own preconceived notions and broaden your perspective.

Rely on Evidence and Data: Base your judgments and decisions on objective evidence and reliable data whenever possible. Look for verifiable facts, empirical research, and credible sources of information. Avoid making assumptions or drawing conclusions without sufficient evidence.

Separate Facts from Interpretations: Differentiate between objective facts and subjective interpretations. Facts are verifiable and can be supported by evidence, while interpretations often involve personal perspectives and opinions. Strive to distinguish between the two and prioritize facts in your decision-making process.

Embrace Critical Thinking: Develop critical thinking skills to evaluate information critically. Question assumptions, identify logical fallacies, and assess the validity and reliability of sources. Consider the credibility and expertise of individuals providing information or making claims.

Control Emotional Bias: Emotions can cloud judgment and introduce bias. Take a step back and examine your emotional state before making important decisions. Learn to manage your emotions and avoid letting them override logical reasoning.

Practice Empathy and Open-Mindedness: Empathy allows you to understand and appreciate others' experiences and perspectives. Approach discussions and debates with an open mind, showing respect for differing opinions. Cultivating empathy can help you consider multiple viewpoints and foster objectivity.

Reflect and Challenge Yourself: Regularly reflect on your own thoughts, actions, and decision-making processes. Challenge your assumptions, biases, and preconceived notions. Seek feedback from others and be open to self-improvement.

Remember that objectivity is a continuous practice rather than an absolute state. It requires ongoing effort, self-awareness, and a commitment to critically evaluating information.

But let's be objective and understand that achieving complete objectivity can be challenging. Despite our best efforts, it is difficult to completely eliminate all biases and emotions from our thinking. However, by consciously striving for objectivity and applying the principles mentioned earlier, we can improve our ability to make more objective judgments and decisions. It's important to recognize that objectivity is a process that requires continuous self-reflection, open-mindedness, and a willingness to consider alternative perspectives. By actively practicing objectivity, we can enhance our decision-making skills and approach situations with a more rational and balanced mindset.

In trading, objectivity is practical rather than philosophical. Write down your entry, exit and risk rules before you trade, so decisions are made by the plan and not by the mood of the moment. Keep a journal of every trade, including the losers you would rather forget. Test ideas on historical data before risking money, and judge a strategy by a large sample of trades rather than by the last few results. Data does not remove emotion, but it gives you something firmer than emotion to stand on.

## Frequently asked questions

### What does it mean to be objective in trading?

It means making entry, exit and sizing decisions from rules and evidence you defined in advance, rather than from emotions, opinions or the outcome of your last trade. An objective trader can explain every decision with criteria that someone else could check and that would lead to the same action in the same situation.

### How can I reduce emotional bias when trading?

Write a trading plan before the session, fix your risk per trade, and set stop-loss and take-profit levels when you enter rather than during the trade. Keeping a journal of every decision and reviewing it later makes recurring emotional patterns, such as revenge trading or cutting winners early, much easier to spot.

### How does backtesting help objectivity?

Backtesting replaces impressions with numbers. Running a strategy over many historical trades shows its real win rate, drawdowns and average results, which are hard to judge from memory. Replaying history candle by candle, without seeing the future, also lets you practise following rules under realistic conditions before real money is involved.

### Can anyone be completely objective?

No. Everyone carries biases, and emotions never disappear entirely. The goal is to reduce their influence by making them visible: write your reasons down, seek disagreeing views, rely on data, and review your decisions afterwards. Objectivity is an ongoing practice rather than a state you reach once.
