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Study Tip: How to Find the Hidden Bias in a Test

Study Tip: How to Find the Hidden Bias in a Test
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    Life isn’t fair. Why should tests be?

    Virtually all tests have have hidden biases. These biases aren’t usually large and most instructors will do their best to minimize it. However, knowing the bias of a test can be an added tool for allocating study time.

    What is a Testing Bias?

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    Testing bias is when a test favors students who understand particular concepts or have particular types of knowledge. An example would be a test that is all definitions. This obviously benefits students who understand the word associations and their meanings. Knowing how different concepts can be applied in real life wouldn’t be as relevant on such a test.

    Sometimes testing bias is intentional. Test creators will format the test so it evaluates the knowledge they want you to have. This is the best type of bias to look out for because it will probably continue into the future. The examiner who wants you to know definitions above all else will continue placing that bias into future tests.

    Sometimes the bias is a by-product of something else. Multiple-choice tests tend to evaluate certain types of understandings more strongly than essay-response tests. Information in a particular format may be difficult to test, so the test makers may bias the test towards concepts that are easier to evaluate.

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    What to Look Out For

    Here are some things to keep in mind when try to find the bias of a test:

    1. Memorization Versus Understanding. Does the test value students who can recite specific definitions and facts? Or does it value a comprehensive understanding more than memorized elements?
    2. Narrow Versus Broad. Does the test value students who can apply information within a narrow context or a broad one? The difference might mean emphasizing study time on specific, practical questions or spending more time thinking about different ways to use the information.
    3. Agreement Versus Quality. If the test has a subjective marking component, does the marker tend to value agreement with stated opinions or original thought? Some markers only want to hear reflections of their stated opinions. Others want you to write something thought provoking. Know the difference.
    4. Average Versus Extreme. What is the standard deviation of grades? Is virtually the same mark given for “showing effort” or are the mark differences high? When a lot of extra effort won’t yield better grades, save your time and invest it where time matters.
    5. Hinting Versus Tricking. Some tests will hint towards the correct answer in the question. Usually this isn’t obvious, but it can come from using words that might cause you to consider the correct choice. Other tests try to avoid this by doing the opposite – intentionally putting in leading words to throw you off-course. This bias can be helpful in evaluating your intuition.

    Those are just a few of the many different biases a test can have. Keep in mind that these biases are usually mild. They should serve as a guide for where you can emphasize study time, but can’t be used as a blueprint to ace a test you know nothing about (in most cases, at least).

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    How to Find a Testing Bias

    Now that you have a few ideas for what to look for, here are some places you can use to start devising a studying strategy:

    1. Past Tests. These are the goldmine of searching for testing bias. Scan through them and any answer keys provided. Not only can they give you generalized biases the test might have (as mentioned above) but also content biases. What specific information is tested repeatedly and what is rarely tested?
    2. Course Outlines. Usually the course will have a broad description of the purpose and evaluation methods of the course. This can be a starting point to uncover any potential biases.
    3. Talk to Past Students. Other students will have a good feel for what kind of biases a test demonstrated, even if they didn’t prepare for it themselves. Get a feel for what kind of questions were asked and where emphasis was placed. Warning: If you are going to use this approach, make sure you ask several students from different periods, otherwise you might be led to believe a test is biased when it was just randomness from that particular version or student.
    4. Ask Your Professor. I don’t find this to be as useful as asking past students. It can reveal any intentional biases, but often neglects the unintentional biases because of testing method. But asking professors can be useful for getting information about what is important and what is not.

    Don’t Obsess About Testing Bias, But Don’t Ignore It

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    Trying to find the testing bias won’t help you if you don’t know anything. Simply use it as a tool to allocate study time. If you realize there is a heavy memorization bias, spend more time with memorization techniques than exploring background concepts. It can also be used in-test when making decisions between several options. If the test has a hinting bias, you can feel more comfortable using your intuition when you aren’t sure.

    That warning said, testing bias does matter. Although I never intentionally go into a test without knowing the subject, I have done few extra-curricular exams that I wasn’t aware I needed to write before the test date. By searching for the testing bias I was able to score high despite not fully understanding many of the concepts covered.

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    Scott H Young

    Scott is obsessed with personal development. For the last ten years, he's been experimenting to find out how to learn and think better.

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    Last Updated on May 12, 2020

    Why You Have the Fear of Failure (And How to Overcome It)

    Why You Have the Fear of Failure (And How to Overcome It)

    Nobody enjoys failing. Fear of failure can be so strong that avoiding failure eclipses the motivation to succeed. Insecurity about doing things incorrectly causes many people to unconsciously sabotage their chances for success.

    Fear is part of human nature. As an entrepreneur, I faced this same fear. At times, I forgot that who I was wasn’t what I did. My ego and identity became intertwined with my work, and when things didn’t go as planned, I completely shut down. I overcame this unhealthy relationship with fear, and I believe that you can too.

    Together we’ll examine how you can use failure to your advantage instead of letting it run your life. We’ll look at what a fear of failure is, where it comes from, and how to overcome it so that you can enjoy success in your work and life.

    What Is Fear of Failure?

    Fear causes you to avoid potentially harmful situations. Fear of failure keeps you from trying, creates self-doubt, stalls progress, and may lead you to go against your morals.

    What causes fear of failure? Here are the main reasons why fear of failure exists:

    • Patterns from childhood – Hyper-critical adults cause children to internalize damaging mindsets.[1] They establish ultimatums and fear-based rules.This causes children to feel the constant need to ask for permission and reassurance. They carry this need for validation into adulthood.
    • Perfectionism – Perfectionism is often at the root of fear of failure.[2] For perfectionists, failure is so terrible and humiliating that they don’t try. Stepping outside your comfort zone becomes terrifying.
    • Over-personalization – The ego may lead us to over-identify with failures. It’s hard to look beyond failure at things like the quality of the effort, extenuating circumstances, or growth opportunities.[3]
    • False self-confidence – People with true confidence know they won’t always succeed. A person with fragile self-confidence avoids risks. They’d rather play it safe than try something new.[4]

    How the Fear of Failure Holds You Back from Suceeding

    Unhealthy Organization Culture

    Too many organizations today have cultures of perfection: a set of organizational beliefs that any failure is unacceptable. Only pure, untainted success will do.

    Imagine the stress and terror in an organization like that. The constant covering up of the smallest blemishes. The wild finger-pointing as everyone tries to shift the blame for the inevitable cock-ups and messes onto someone else. The rapid turnover as people rise high, then fall abruptly from grace. The lying, cheating, falsification of data, and hiding of problems—until they become crises that defy being hidden any longer.

    Miss out Valuable Opportunities

    If some people fail to reach a complete answer because of the lure of some early success, many more fail because of their ego-driven commitment to what worked in the past. You often see this with senior people, especially those who made their names by introducing some critical change years ago. They shy away from further innovation, afraid that this time they might fail, diminishing the luster they try to keep around their names from past triumph.

    Besides, they reason, the success of something new might even prove that those achievements they made in the past weren’t so great after all. Why take the risk when you can hang on to your reputation by doing nothing?

    Such people are so deeply invested in their egos and the glories of their past that they prefer to set aside opportunities for future glory rather than risk even the possibility of failure.

    High Achievers Become Losers

    Every talent contains an opposite that sometimes makes it into a handicap. Successful people like to win and achieve high standards. This can make them so terrified of failure it ruins their lives. When a positive trait, like achievement, becomes too strong in someone’s life, it’s on the way to becoming a major handicap.

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    Achievement is a powerful value for many successful people. They’ve built their lives on it. They achieve at everything they do: school, college, sports, the arts, hobbies, work. Each fresh achievement adds to the power of the value in their lives.

    Gradually, failure becomes unthinkable. Maybe they’ve never failed yet in anything that they’ve done, so have no experience of rising above it. Failure becomes the supreme nightmare: a frightful horror they must avoid at any cost.

    The simplest way to do this is never to take a risk, stick rigidly to what you know you can do, protect your butt, work the longest hours, double and triple check everything and be the most conscientious and conservative person in the universe.

    If constant hard work, diligence, brutal working schedules and harrying subordinates won’t ward off the possibility of failing, use every other possible means to to keep it away. Falsify numbers, hide anything negative, conceal errors, avoid customer feedback, constantly shift the blame for errors onto anyone too weak to fight back.

    The problems with ethical standards in major US corporations has, I believe, more to do with fear of failure among long-term high achievers than any criminal intent. Many of those guys at Enron and Arthur Andersen were supreme high-fliers, basking in the flattery of the media. Failure was an impossible prospect, worth doing just about anything to avoid.

    Loss of Creativity

    Over-achievers destroy their own peace of mind and the lives of those who work for them. People too attached to “goodness” and morality become self-righteous bigots. Those whose values for building close relationships become unbalanced slide into smothering their friends and family with constant expressions of affection and demands for love in return.

    Everyone likes to succeed. The problem comes when fear of failure is dominant. When you can no longer accept the inevitability of making mistakes, nor recognize the importance of trial and error in finding the best and most creative solution.

    The more creative you are, the more errors you are going to make. Get used to it. Deciding to avoid the errors will destroy your creativity too.

    Balance counts more than you think. Some tartness must season the sweetest dish. A little selfishness is valuable even in the most caring person. And a little failure is essential to preserve everyone’s perspective on success.

    We hear a lot about being positive. Maybe we also need to recognize that the negative parts of our lives and experience have just as important a role to play in finding success, in work and in life.

    How to Overcome the Fear of Failure (Step-By-Step)

    1. Figure out Where the Fear Comes From

    Ask yourself what the root cause of your negative belief could be.[5] When you look at the four main causes for a fear of failure, which ones resonate with you?

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    Write down where you think the fear comes from and try to understand it as an outsider.

    If it helps, imagine you’re trying to help one of your best friends. Perhaps your fear stems from something that happened in your childhood, or a deep-seated insecurity.

    Naming the source of the fear takes away some of its power.

    2. Re-Frame Beliefs About Your Goal

    Having an all or nothing mentality leaves you with nothing sometimes. Have a clear vision for what you’d like to accomplish but include learning something new in your goal.

    If you always aim for improvement and learning, you are much less likely to fail.[6]

    At Pixar, people are actually encouraged to “fail early and fail fast.”[7] They encourage experimentation and innovation so that they can stay on the cutting edge. That mindset involves failure, but as long as they achieve their vision of telling great stories, all the stumbling blocks are just opportunities to grow.

    3. Learn to Think Positively

    In many cases, you believe what you tell yourself. Your internal dialogue affects how you react and behave.

    Our society is obsessed with success, but it’s important to recognize that even the most successful people encounter failure.

    Walt Disney was once fired from a newspaper because they thought he lacked creativity. He went on to found an animation studio that failed. He never gave up, and now Disney is a household name.

    Steve Jobs was also once fired from Apple before returning as the face of the company for many years. [8]

    If Disney and Jobs believed the negative feedback, they wouldn’t have made it.

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    It’s up to you to notice your negative self talk and identify triggers. Replace negative thoughts with positive facts about yourself and the situation. You’ll be able to create a new mental scripts that you can reach for when you feel negativity creeping in. The voice inside your head has a great effect on what you do.

    4. Visualize all Potential Outcomes

    Uncertainty about what will happen next is terrifying. Take time to visualize the possible outcomes of your decision. Think about the best and worst-case scenarios. You’ll feel better if you’ve already had a chance to mentally prepare for what could happen.

    Fear of the unknown might keep you from taking a new job. Weigh the pros and cons, and imagine potential successes and failures in making such a life-altering decision. Knowing how things could turn out might help you get unstuck.

    5. Look at the Worst-Case Scenario

    There are times when the worst case could be absolutely devastating. In many cases, if something bad happens, it won’t be the end of the world.

    It’s important to define how bad the worst case scenario is in the grand scheme of your life. Sometimes, we give situations more power than they deserve. In most cases, a failure is not permanent.[9]

    For example, when you start a new business, there’s bound to be a learning curve. You’ll make decisions that don’t pan out, but often that discomfort is temporary. You can change your strategy and rebound. Even in the worst case scenario, if the perceived failure led to the end of that business, it might be the launching point for something new.

    6. Have a Backup Plan

    It never hurts to have a backup plan. The last thing you want to do is scramble for a solution when the worst has happened. The old adage is solid wisdom:

    “Hope for the best, prepare for the worst.”

    Having a backup plan gives you more confidence to move forward and take calculated risks.

    Perhaps you’ve applied for a grant to fund an initiative at work. In the worst-case scenario, if you don’t get the grant, are there other ways you could get the funds?

    There are usually multiple ways to tackle a problem, so having a backup is a great way to reduce anxiety about possible failure.

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    7. Learn from Whatever Happens

    Things may not go the way you planned, but that doesn’t automatically mean you’ve failed. Learn from whatever arises.[10] Even a less than ideal situation can be a great opportunity to make changes and grow.

    “Sometimes you win, sometimes you learn.”

    Ask yourself:

    • What did I learn?
    • How can I grow from this?
    • Did anything positive come from this situation?

    Dig deep enough, and you’re bound to find the silver lining. When you’ve learned that “failure” is an opportunity for growth instead of a death sentence, you conquer the fear of failure.

    Final Thoughts

    Together we’ve learned what fear of failure is, and how it can have a crippling effect on our ability to achieve. This fear often stems from childhood, perfectionism, ego and over-personalization, and a lack of confidence.

    Luckily for us, there are plenty of ways to tackle this fear. We can start by figuring out where it comes from and re-framing the way we feel about failure. When failure is a chance for growth, and you’ve looked at all possible outcomes, it’s easier to overcome fear.

    Stay positive, have a backup plan, and learn from whatever happens. Your failures will be sources of education and inspiration rather than humiliation.

    “I have not failed. I’ve just found 10,000 ways that won’t work.” – Thomas A. Edison

    Failures can be blessings in disguise.

    Go boldly in the direction of your dreams and goals. Don’t allow fear to stand in your way.

    More Tips for Conquering Fear

    Featured photo credit: Vecteezy via vecteezy.com

    Reference

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