Inductive Reasoning: Where Past Is Prediction (2024)

What is inductive reasoning?

Inductive reasoning is a mental process for making decisions. It involves making a prediction about what may happen based on what you know. In a sense, inductive reasoning is your educated guess about any given situation or issue, using what you’ve experienced or learned from others.

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When would we use inductive reasoning?

You would use inductive reasoning whenever you need to decide without knowing for sure what will happen. For example, someone in marketing may use what they learned from past campaigns for the same product and focus groups to develop a new advertising campaign.

What are examples of inductive reasoning?

The concept of inductive reasoning goes back centuries, with roots in scientific investigation that researchers still use. Inductive reasoning involves:

  1. Collecting and remembering experiences and information.
  2. Developing a hypothesis from that information.
  3. Integrating new information.
  4. Confirming the hypothesis.

Inductive reasoning may sound complicated. But for most people, using inductive reasoning is an everyday process you go through to make decisions.

For example, think of the process you go through if you have school-aged kids who walk to and from a bus stop. You wonder if they need to wear coats or if heavy sweaters will do. Here’s how you might use inductive reasoning:

  1. You check the weather forecast, which calls for temperatures to drop right about the time your kids get off the school bus.
  2. You remember how it feels to walk in cold weather without a heavy coat.
  3. You decide your kids should wear their heavy coats, even though you know at least one of them will argue with you.
  4. The temperature does drop right about the time your kids typically get off the bus and walk home, which makes you feel glad you made the right decision.

Here’s another example of everyday inductive reasoning:

You’re shopping for a Mother’s Day present and feeling overwhelmed by your options. Using inductive reasoning helps you home in on a potentially perfect gift:

  1. You remember your mom likes dark chocolate.
  2. You also remember she doesn’t like dark chocolate with coconut flakes.
  3. You know about a nearby candy store that sells dark chocolate with many different fillings.
  4. You buy an assortment of dark chocolate candies with different fillings.
  5. On Mother’s Day, you notice your parent seems to prefer candy filled with caramel. You’ll keep that in mind for the next time you want to get them a present you know that they’ll appreciate.

One expert used a homeowner’s thought process after a burglary to illustrate how inductive reasoning works. In this scenario, a homeowner comes home to find someone broke into their house and stole things. As a result, the homeowner may use inductive reasoning to reconsider home security. They may:

  1. Wonder if someone will break into their house again when they’re away.
  2. Recall many other times when they weren’t home, and no one broke into their house.
  3. Check with neighbors or ask police about recent burglaries in the neighborhood.
  4. Decide it was a random event but also decide to install home security.

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What drives inductive reasoning?

Inductive reasoning is one of the mental processes that your brain manages. Research shows thinking and reasoning start in the frontal lobe of your brain.

What conditions affect my frontal lobe?

Certain medical conditions may affect your frontal lobe and your ability to use inductive reasoning. And some mental health issues may affect how you use inductive reasoning. Medical conditions that affect your frontal lobe include:

  • Alzheimer’s disease and other neurodegenerative disorders.
  • Attention-deficit/hyperactivity disorder (ADHD).
  • Brain lesions.
  • Brain tumors.
  • Concussions and other traumatic brain injuries.
  • Developmental delay.
  • Frontotemporal dementia.
  • Genetic conditions (such asHuntington’s disease or Wilson’s disease).
  • Intellectual disability.
  • Learning disabilities and disorders.
  • Lewy body dementia.
  • Mental health disorders, including mood disorders.
  • Seizures (especiallyfrontal lobe seizures) and seizure-related conditions such asepilepsy.
  • Sleep disorders.
  • Strokeandtransient ischemic attack (TIA).

What mental health issues have an impact on inductive reasoning?

Certain mental health conditions, like post-traumatic stress disorder or phobias, may affect the inductive reasoning process.

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How are conditions that affect inductive reasoning diagnosed?

Healthcare providers may do several tests to diagnose these conditions, including:

  • Blood tests.
  • Brain MRI.
  • Cognitive tests.
  • Computed tomography (CT) scan.
  • Electroencephalogram (EEG).
  • Electromyogram.
  • Evoked potentials
  • Neuropsychological testing.
  • Positron emission tomography (PET) scan.

What are tests to evaluate inductive reasoning?

Tests to evaluate inductive reasoning vary. For example, healthcare providers assessing inductive reasoning often do neuropsychological tests. Employers may use aptitude tests to assess inductive reasoning, particularly for jobs where people often must rely on what they know to predict what may happen next.

What are treatments for conditions that may affect inductive reasoning?

Anything that damages your frontal lobe may affect your ability to use inductive reasoning. In general, healthcare providers focus on treatments that help you manage everyday activities, including:

  • Cognitive rehabilitation: This treatment focuses on tactics, like using organization strategies, which help you manage day-to-day activities.
  • Cognitive behavioral therapy (CBT): This and other treatments like light therapy, help with sleep disorders.
  • Medication and psychotherapy: Providers may combine these treatments to help people with mood disorders.
  • Occupational therapy: In this treatment, an occupational therapist helps you overcome physical, mental and social challenges.
  • Physical therapy: Physical therapy is treatment that helps you improve how your body performs physical movements.
  • Speech and language therapy: This treatment involves exercises and other steps that help improve your ability to talk and use language skills.
  • Treatment for neurodegenerative disorders: Treatments vary depending on the disorder.

What about mental health issues that affect inductive reasoning?

That depends on your situation. For example, if you have post-traumatic stress disorder (PTSD), your healthcare provider may combine medications that help you to manage stress with psychotherapy, including:

  • Cognitive behavioral therapy.
  • EMDR therapy.
  • Exposure therapy.

What can I do to protect my ability to use inductive thinking?

The best way is to take care of your brain. Here are some lifestyle suggestions that may help:

  • Drink in moderation: If you drink beverages containing alcohol, limit drinks to two a day for men and people assigned male at birth and one a day for women and people assigned female at birth.
  • Eat well: Fill your plate with vegetables, fruits, whole grains, lean protein and healthy fats.
  • Get moving: Consistent exercise is one way to keep your brain in good shape.
  • Get your rest: Sleep at least seven to eight hours each night.
  • Protect your brain: Use protective gear, like wearing seatbelts when you’re in a vehicle, playing contact sports or on the job.
  • Quit smoking: Smoking increases your risk of having an ischemic stroke.

Ever ponder the sell-by date information on food and then decide not to take a chance on a semi-aged slice of salami? You based your decision on information about food safety you’ve learned, as well as your own experiences. That’s inductive reasoning, a mental process you use every day. Your brain manages reasoning, including inductive reasoning, which is another reason to protect your brain and keep it healthy.

Inductive Reasoning: Where Past Is Prediction (2024)

FAQs

What is an example of predictive inductive reasoning? ›

Predictive Arguments

If I stop flossing again, I will develop gingivitis again. '' This is an example of a predictive argument. This type of inductive reasoning uses past experience to conclude that something that happened in the past will likely occur again, if the conditions are the same.

Is inductive reasoning a prediction? ›

It is an important difference from deductive reasoning that, while inductive reasoning cannot yield an absolutely certain conclusion, it can actually increase human knowledge (it is ampliative). It can make predictions about future events or as-yet unobserved phenomena.

What is the prediction reached by inductive reasoning? ›

An inductive prediction draws a conclusion about a future, current, or past instance from a sample of other instances. Like an inductive generalization, an inductive prediction relies on a data set consisting of specific instances of a phenomenon.

What type of reasoning uses past experiences to make future predictions? ›

Inductive reasoning is a logical thinking approach that involves combining observations, experiences, or facts to review a situation and reach a conclusion. Existing knowledge or a specific set of data from past observations is used to make decisions.

What is 2 example of inductive reasoning? ›

What is inductive reasoning?
StageExample 1Example 2
Pattern recognitionEvery orange cat I've met purrs loudly.All observed babies say their first word at the age of 12 months.
General conclusionAll orange cats purr loudly.All babies say their first word at the age of 12 months.
1 more row
Jan 12, 2022

What is inductive reasoning 3 examples? ›

Inductive reasoning examples

Hypothesis: This summer, I will probably see fireflies in my backyard. Data: I tend to catch colds when people around me are sick. Hypothesis: Colds are infectious. Data: Every dog I meet is friendly.

What is an example of a deductive prediction? ›

Reasoning by Deduction

Deduction begins with a broad truth (the major premise), such as the statement that all men are mortal. This is followed by the minor premise, a more specific statement, such as that Socrates is a man. A conclusion follows: Socrates is mortal.

Is deductive reasoning a prediction? ›

Deductive reasoning is a type of logic that uses general principles to make specific predictions or conclusions. It is the opposite of inductive reasoning, where general principles are inferred from specific observations. Both types of reasoning are used in the process of generating and testing hypotheses.

What is an example of an inductive generalization? ›

INDUCTIVE GENERALIZATIONS ANALOGICAL ARGUMENTS

your Hackney bicycle has gear shift problems. All of my children told lies at one point or another. Therefore, all children lie.

When should you use inductive reasoning? ›

Deductive reasoning can provide certainty, but only if the premises are true and relevant. Inductive reasoning can provide probability, but not certainty, and can be affected by bias, error, or insufficient data. Both types of reasoning can be used to test hypotheses, make predictions, and draw implications.

Is a prediction comes true then the prediction was deductive? ›

If a prediction comes true, then the prediction was deductive. O A deductive argument makes a stronger inferential claim than an inductive argument. In some cases, hypothetical syllogisms can be taken to be inductive arguments.

What are five examples of inductive reasoning? ›

Inductive reasoning examples
  • All cats I have seen are white. So, most of the cats are probably white.
  • Three cats out of 10 in the U.S. are white. So about 30% of cats in the U.S. are white.
  • Jen just moved here from Thailand. ...
  • Mei has new shoes. ...
  • The population of Thailand has risen steadily over the past 20 years.
Nov 1, 2020

Do I use inductive or deductive reasoning? ›

The main difference between inductive and deductive reasoning is that inductive reasoning aims at developing a theory while deductive reasoning aims at testing an existing theory. In other words, inductive reasoning moves from specific observations to broad generalizations.

How is inductive reasoning used in real life? ›

Inductive conclusions are always open to further evidence, but they are the best conclusions we have now. For example, if you are a coffee drinker, you might hear news reports at one time that coffee is bad for your health, and then six months later that another study shows coffee has positive effects on your health.

What are some examples of inductive reasoning in problem solving? ›

Inductive reasoning starts with a specific scenario and makes conclusions about a general population. For our lake example, if you found a trout fish in a lake, you would assume that it is not the only fish in that lake. You may further conclude that all the fish in the lake are trout.

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