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Logic and rationality

Logic and rationality is a science topic covered in the lgStudy science library. This page brings together a partial reference excerpt, illustrations, worked examples, real-world applications and a short study plan, so you can understand Logic and rationality rather than just read about it. In short: As the study of argument is of clear importance to the reasons that we hold things to be true, logic is of essential importance to rationality. Arguments may be logical if they are "conducted or assessed according to strict principles of validity", while they are rational according to the broader requirement that they are based on reason and knowledge.

Logic and rationality — main illustration
Logic and rationality — illustration

Key takeaways

  • Logic and rationality belongs to science; place it in that map before memorising details.
  • Learn the definition first, then one example that makes the definition concrete.
  • Connect Logic and rationality to a quantity you can measure, compute or draw — that is where exam questions come from.
  • Reproduce the core statement of Logic and rationality from memory before moving on to harder problems.

Reference excerpt

As the study of argument is of clear importance to the reasons that we hold things to be true, logic is of essential importance to rationality. Arguments may be logical if they are "conducted or assessed according to strict principles of validity", while they are rational according to the broader requirement that they are based on reason and knowledge. Logic and rationality have each been taken as fundamental concepts in philosophy. They are not the same thing. Philosophical rationalism in its most extreme form is the doctrine that knowledge can ultimately be founded on pure reason, while logicism is the doctrine that mathematical concepts, among others, are reducible to pure logic.

Forms of reasoning

Deductive reasoning concerns the logical consequence of given premises. On a narrow conception of logic, logic concerns just deductive reasoning, although such a narrow conception controversially excludes most of what is called informal logic from the discipline. Other forms of reasoning are sometimes also taken to be part of logic, such as inductive reasoning and abductive reasoning, which are forms of reasoning that are not purely deductive, but include material inference. Similarly, it is important to distinguish deductive validity and inductive validity (called "strength"). An inference is deductively valid if and only if there is no possible situation in which all the premises are true but the conclusion false. An inference is inductively strong if and only if its premises give some degree of probability to its conclusion. The notion of deductive validity can be rigorously stated for systems of formal logic in terms of the well-understood notions of semantics. Inductive validity, on the other hand, requires us to define a reliable generalization of some set of observations. The task of providing this definition may be approached in various ways, some less formal than others; some of these definitions may use logical association rule induction, while others may use mathematical models of probability such as decision trees. For the most part this discussion of logic deals only with deductive logic. Abductive reasoning is a form of inference which goes from an observation to a theory which accounts for the observation, ideally seeking to find the simplest and most likely explanation. In abductive reasoning, unlike in deductive reasoning, the premises do not guarantee the conclusion. One can understand abductive reasoning as "inference to the best explanation".

Critical thinking

Critical thinking, also called critical analysis, is clear, rational thinking involving critique.

Dialectic

Dialectic is a discourse between two or more people holding different points of view about a subject but wishing to establish the truth through reasoned arguments. It has been the object of study since ancient times, but only recently has it been the subject of attempts at formalisation.

Illogical thinking and irrational processes

Illogicality in terms of thinking processes are, as defined by researchers such as Aaron T. Beck, cognitive distortions that cause abnormal functioning. The state of depression often feeds off of illogical thinking and results in victims being mired in self-defeating conclusions. Patients seeking psychological help may suffer from problems of overgeneralization, becoming mired in general, negative conclusions on the basis of essentially insignificant life events. Cognitive behavioral therapy can assist individuals in recognizing their own habits of faulty logic and slanted interpretations of past experiences. On the other hand, depression in the sense of "Weltschmerz" in its non-aesthetically realistic and non-positivistic nature is intrinsically logical and rational. Some philosophers assert that the question of value of life has not been answered in psychologically pleasing way without embracing circular reasoning fallacy. In the socio-political context, the ability to amalgamate disparate, conflicting interests and passions into an illogical synthesis has been labeled as a possible strength, albeit one with concurrent weaknesses, by literary publications such as Blackwood's Magazine:

It is difficult not to connect together these two very characteristic ideas of illogicalness and permanence. Not that illogicalness is itself a virtue, but the illogicalness of which we speak is not simply bad reasoning. It means here only that more than one principle is found to assert itself in... social work. But these principles are fused into a higher unity. The illogicalness is not the cause of the permanence, but rather both are joint products of a common cause—respect, namely, for the living forces which exist in human nature.

See also Alogia Dysrationalia

References

Bibliography Robert Hanna, 2009. Rationality and Logic. MIT Press.

Worked examples

Example 1 — a first encounter with Logic and rationality

Start with the simplest possible case. Write down what Logic and rationality claims or describes in one sentence, then invent the smallest concrete situation in which that sentence is true. In science, the smallest case is usually a single object, a single equation or a single measurement. Check that every symbol or term in your sentence has a meaning in that case.

Example 2 — changing one variable

Take the situation from Example 1 and change exactly one quantity: double it, halve it, or set it to zero. Predict what should happen to Logic and rationality before you calculate. Comparing your prediction with the result is the fastest way to find out whether you understand the idea or only the words.

Example 3 — an exam-style question

Typical questions about Logic and rationality ask you to (a) state it precisely, (b) apply it to given data, and (c) explain a limitation. Practise writing all three answers in under five minutes; the third part is what separates a full-mark answer from an average one.

Applications of Logic and rationality

In research
Logic and rationality appears in science research whenever the underlying quantities have to be modelled precisely. Papers usually cite it as a starting assumption and then explore where it breaks down.
In technology and industry
Engineering practice reuses Logic and rationality in design rules, simulations and safety margins. Knowing the idea lets you read a specification sheet and understand why the numbers look the way they do.
In the classroom
Logic and rationality is common in secondary-school and first-year university syllabi. It links to neighbouring topics Logic, Reasoning, so understanding it makes those chapters shorter.
In everyday life
Look for Logic and rationality outside the textbook — in sport, cooking, traffic, electronics or the sky above you. An example you found yourself is remembered far longer than one you were given.
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How to study Logic and rationality in 20 minutes

  1. Read the reference excerpt below once, without taking notes.
  2. Close the page and write down what Logic and rationality means in your own words.
  3. Compare your version with the excerpt and mark what you missed.
  4. Work through the three examples above with pen and paper.
  5. Explain Logic and rationality out loud to somebody else — or to Teacher Smith in the lgStudy chat.

Frequently asked questions

What is Logic and rationality in simple terms?

As the study of argument is of clear importance to the reasons that we hold things to be true, logic is of essential importance to rationality. Arguments may be logical if they are "conducted or assessed according to strict principles of validity", while they are rational according to the broader r…

Why does Logic and rationality matter?

Because it connects several science ideas at once: it gives you a definition you can apply, a quantity you can calculate, and a way to check whether a result is plausible.

How should I study Logic and rationality?

Read the excerpt, restate it from memory, then work through the examples and applications listed on this page. The five-step study plan above takes about twenty minutes.

What does this page cover?

It gives you a compact reference excerpt plus original lgStudy explanations, examples, applications and study material on Logic and rationality.

Tags

  • Logic
  • Reasoning

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