18 Deductive and Inductive Arguments

Knachel, Matthew, "Fundamental Methods of Logic" (2017). Philosophy Faculty Books. 1. http://dc.uwm.edu/phil_facbooks/1

As we noted earlier, there are different logics—different approaches to distinguishing good arguments from bad ones. One of the reasons we need different logics is that there are different kinds of arguments. In this section, we distinguish two types: deductive and inductive arguments.

Deductive Arguments

First, deductive arguments. These are distinguished by their aim: a deductive argument attempts to provide premises that guarantee, necessitate its conclusion. Success for a deductive argument, then, does not come in degrees: either the premises do in fact guarantee the conclusion, in which case the argument is a good, successful one, or they don’t, in which case it fails. Evaluation of deductive arguments is a black-and-white, yes-or-no affair; there is no middle ground.

We have a special term for a successful deductive argument: we call it valid. Validity is a central concept in the study of logic. It’s so important, we’re going to define it three times. Each of these three definitions is equivalent to the others; they are just three different ways of saying the same thing:

An argument is valid just in case… (i) its premises guarantee its conclusion; i.e., (ii) IF its premises are true, then its conclusion must also be true; i.e., (iii) it is impossible for its premises to be true and its conclusion false. Here’s an example of a valid deductive argument:

All humans are mortal.

Socrates is a human.

Therefore, Socrates is mortal.

This argument is valid because the premises do in fact guarantee the conclusion: if they’re true (as a matter of fact, they are), then the conclusion must be true; it’s impossible for the premises to be true and the conclusion false.

Here’s a surprising fact about validity: what makes a deductive argument valid has nothing to do with its content; rather, validity is determined by the argument’s form. That is to say, what makes our Socrates argument valid is not that it says a bunch of accurate things about Socrates, humanity, and mortality. The content doesn’t make a difference. Instead, it’s the form that matters—the pattern that the argument exhibits.

Here’s what that looks like for our Socrates argument:

All A are B.

x is A.

Therefore, x is B.

The letter are the blanks: they’re placeholders, variables. As a matter of convention, we’re using capital letters to stand for groups of things (humans, mortals) and lower-case letters to stand for individual things (Socrates).

The Socrates argument is a good, valid argument because it exhibits this good, valid form. Our third way of wording the definition of validity helps us see why this is a valid form: it’s impossible for the premises to be true and the conclusion false, in that it’s impossible to plug in terms for A, B, and x in such a way that the premises come out true and the conclusion comes out false.

A consequence of the fact that validity is determined entirely by an argument’s form is that, given a valid form, every single argument that has that form will be valid. So any argument that has the same form as our Socrates argument will be valid; that is, we can pick things at random to stick in for A, B, and x, and we’re guaranteed to get a valid argument. Here’s a silly example:

All apples are bananas.

Todd is an apple.

Therefore, Todd is a banana.*

This argument has the same form as the Socrates argument: we simply replaced A with ‘apples’, B with ‘bananas’, and x with ‘Todd’. That means it’s a valid argument. That’s a strange thing to say, since the argument is just silly—but it’s the form that matters, not the content. Our second way of wording the definition of validity can help us here. The standard for validity is this: IF the premises are true, then the conclusion must be. That’s a big ‘IF’. In this case, as a matter of fact, the premises are not true (they’re silly, plainly false). However, IF they were true—if in fact apples were a type of banana and Todd were an apple—then the conclusion would be unavoidable: Todd would have to be a banana. The premises aren’t true, but if they were, the conclusion would have to be—that’s validity.

So it turns out that the actual truth or falsehood of the propositions in a valid argument are completely irrelevant to its validity. The Socrates argument has all true propositions and it’s valid; the Todd argument has all false propositions, but it’s valid, too. They’re both valid because they have a valid form; the truth/falsity of their propositions don’t make any difference. This means that a valid argument can have propositions with almost any combination of truthvalues: some true premises, some false ones, a true or false conclusion. One can fiddle around with the Socrates’ argument’s form, plugging different things in for A, B, and x, and see that this is so. For example, plug in ‘ants’ for A, ‘bugs’ for B, and Bertha for x: you get one true premise (All ants are bugs), one false one (Bertha is an ant), and a false conclusion (Bertha is a bug). Plug in other things and you can get any other combination of truth-values.*

Any combination, that is, but one: you’ll never get true premises and a false conclusion. That’s because the Socrates’ argument’s form is a valid one; by definition, it’s impossible to generate true premises and a false conclusion in that case.

This irrelevance of truth-value to judgments about validity means that those judgments are immune to revision. That is, once we decide whether an argument is valid or not, that decision cannot be changed by the discovery of new information. New information might change our judgment about whether a particular proposition in our argument is true or false, but that can’t change our judgment about validity. Validity is determined by the argument’s form, and new information can’t change the form of an argument. The Socrates argument is valid because it has a valid form. Suppose we discovered, say, that as a matter of fact Socrates wasn’t a human being at all, but rather an alien from outer space who got a kick out of harassing random people on the streets of ancient Athens. That information would change the argument’s second premise—Socrates is human—from a truth to a falsehood. But it wouldn’t make the argument invalid. The form is still the same, and it’s a valid one.

It’s time to face up to an awkward consequence of our definition of validity. Remember, logic is about evaluating arguments—saying whether they’re good or bad. We’ve said that for deductive arguments, the standard for goodness is validity: the good deductive arguments are the valid ones. Here’s where the awkwardness comes in: because validity is determined by form, it’s possible to generate valid arguments that are nevertheless completely ridiculous sounding on their face. Remember, the Todd argument—where we concluded that he’s a banana—is valid. In other words, we’re saying that the Todd argument is good; it’s valid, so it gets the logical thumbs up. But that’s nuts! The Todd argument is obviously bad, in some sense of ‘bad’, right? It’s a collection of silly, nonsensical claims.

We need a new concept to specify what’s wrong with the Todd argument. That concept is soundness. This is a higher standard of argument-goodness than validity; in order to meet it, an argument must satisfy two conditions.

An argument is sound just in case (i) it’s valid, AND (ii) its premises are in fact true.

What about the conclusion? Does it have to be true? Yes: remember, for valid arguments, if the premises are true, the conclusion has to be. Sound arguments are valid, so it goes without saying that the conclusion is true, provided that the premises are.

The Todd argument, while valid, is not sound, because it fails to satisfy the second condition: its premises are both false. The Socrates argument, however, which is valid and contains nothing but truths (Socrates was not in fact an alien), is sound.

The question now naturally arises: if soundness is a higher standard of argument-goodness than validity, why didn’t we say that in the first place? Why so much emphasis on validity? The answer is this: we’re doing logic here, and as logicians, we have no special insight into the soundness of arguments. Or rather, we should say that as logicians, we have only partial expertise on the question of soundness. Logic can tell us whether or not an argument is valid, but it cannot tell us whether or not it is sound. Logic has no special insight into the second condition for soundness, the actual truth-values of premises. To take an example from the silly Todd argument, suppose you weren’t sure about the truth of the first premise, which claims that all apples are bananas (you have very little experience with fruit, apparently). How would you go about determining whether that claim was true or false? Whom would you ask? Well, this is a pretty easy one, so you could ask pretty much anybody, but the point is this: if you weren’t sure about the relationship between apples and bananas, you wouldn’t think to yourself, “I better go find a logician to help me figure this out.” Propositions make claims about how things are in the world. To figure out whether they’re true or false, you need to consult experts in the relevant subject-matter. Most claims aren’t about logic, so logic is very little help in determining truth-values. Since logic can only provide insight into the validity half of the soundness question, we focus on validity and leave soundness to one side.

Returning to validity, then, we’re now in a position to do some actual logic. Given what we know, we can demonstrate invalidity; that is, we can prove that an invalid argument is invalid, and therefore bad (it can’t be sound, either; the first condition for soundness is validity, so if the argument’s invalid, the question of actual truth-values doesn’t even come up). Here’s how:

To demonstrate the invalidity of an argument, one must write a down a new argument with the same form as the original, whose premises are in fact true and whose conclusion is in fact false. This new argument is called a counterexample.

Let’s look at an example. The following argument is invalid:

Some mammals are swimmers.

All whales are swimmers.

Therefore, all whales are mammals.

Now, it’s not really obvious that the argument is invalid. It does have one thing going for it: all the claims it makes are true. But we know that doesn’t make any difference, since validity is determined by the argument’s form, not its content. If this argument is invalid, it’s invalid because it has a bad, invalid form. This is the form:

Some A are B.

All C are B.

Therefore, all C are A.

To prove that the original whale argument is invalid, we have to show that this form is invalid. For a valid form, we learned, it’s impossible to plug things into the blanks and get true premises and a false conclusion; so for an invalid form, it’s possible to plug things into the blanks and get that result. That’s how we generate our counterexample: we plug things in for A, B, and C so that the premises turn out true and the conclusion turns out false. There’s no real method here; you just use your imagination to come up with an A, B, and C that give the desired result.

Possibly helpful hint: universal generalizations (All ___ are ____) are rarely true, so if you have to make one true, as in this example, it might be good to start there; likewise, particular claims (Some ___ are ___) are rarely false, so if you have to make one false—you don’t in this particular example, but if you had one as a conclusion, you would— that would be a good place to start.

Here’s a counterexample:

Some lawyers are American citizens.

All members of Congress are American citizens.

Therefore, all members of Congress are lawyers

For A, we inserted ‘lawyers’, for B we chose ‘American citizens’, and for C, ‘members of Congress’. The first premise is clearly true. The second premise is true: non-citizens aren’t eligible to be in Congress. And the conclusion is false: there are lots of people in Congress who are nonlawyers—doctors, businesspeople, etc.

That’s all we need to do to prove that the original whale-argument is invalid: come up with one counterexample, one way of filling in the blanks in its form to get true premises and a false conclusion. We only have to prove that it’s possible to get true premises and a false conclusion, and for that, you only need one example.

What’s far more difficult is to prove that a particular argument is valid. To do that, we’d have to show that its form is such that it’s impossible to generate a counterexample, to fill in the blanks to get true premises and a false conclusion. Proving that it’s possible is easy; you only need one counterexample. Proving that it’s impossible is hard; in fact, at first glance, it looks impossibly hard! What do you do? Check all the possible ways of plugging things into the blanks, and make sure that none of them turn out to have true premises and a false conclusion? That’s nuts! There are, literally, infinitely many ways to fill in the blanks in an argument’s form. Nobody has the time to check infinitely many potential counterexamples.

Well, take heart; it’s still early. For now, we’re able to do a little bit of deductive logic: given an invalid argument, we can demonstrate that it is in fact invalid.

Inductive Arguments

That’s all we’ll say for now about deductive arguments. On to the other type of argument we’re introducing in this section: inductive arguments. These are distinguished from their deductive cousins by their relative lack of ambition. Whereas deductive arguments aim to give premises that guarantee/necessitate the conclusion, inductive arguments are more modest: they aim merely to provide premises that make the conclusion more probable than it otherwise would be; they aim to support the conclusion, but without making it unavoidable.

Here is an example of an inductive argument:

I’m telling you, you’re not going die taking a plane to visit us. Airplane crashes happen far less frequently than car crashes, for example; so you’re taking a bigger risk if you drive. In fact, plane crashes are so rare, you’re far more likely to die from slipping in the bathtub. You’re not going to stop taking showers, are you?

The speaker is trying to convince her visitor that he won’t die in a plane crash on the way to visit her. That’s the conclusion: you won’t die. This claim is supported by the others—which emphasize how rare plane crashes are—but it is not guaranteed by them. After all, plane crashes sometimes do happen. Instead, the premises give reasons to believe that the conclusion—you won’t die—is very probable.

Since inductive arguments have a different, more modest goal than their deductive cousins, it would be unreasonable for us to apply the same evaluative standards to both kinds of argument. That is, we can’t use the terms ‘valid’ and ‘invalid’ to apply to inductive arguments. Remember, for an argument to be valid, its premises must guarantee its conclusion. But inductive arguments don’t even try to provide a guarantee of the conclusion; technically, then, they’re all invalid. But that won’t do. We need a different evaluative vocabulary to apply to inductive arguments. We will say of inductive arguments that they are (relatively) strong or weak, depending on how probable their conclusions are in light of their premises. One inductive argument is stronger than another when its conclusion is more probable than the other, given their respective premises.

One consequence of this difference in evaluative standards for inductive and deductive arguments is that for the former, unlike the latter, our evaluations are subject to revision in light of new evidence. Recall that since the validity or invalidity of a deductive argument is determined entirely by its form, as opposed to its content, the discovery of new information could not affect our evaluation of those arguments. The Socrates argument remained valid, even if we discovered that Socrates was in fact an alien. Our evaluations of inductive arguments, though, are not immune to revision in this way. New information might make the conclusion of an inductive argument more or less probable, and so we would have to revise our judgment accordingly, saying that the argument is stronger or weaker. Returning to the example above about plane crashes, suppose we were to discover that the FBI in the visitor’s hometown had recently being hearing lots of “chatter” from terrorist groups active in the area, with strong indications that they were planning to blow up a passenger plane. Yikes! This would affect our estimation of the probability of the conclusion of the argument—that the visitor wasn’t going to die in a crash. The probability of not dying goes down (as the probability of dying goes up). This new information would trigger a re-evaluation of the argument, and we would say it’s now weaker. If, on the other hand, we were to learn that the airline that flies between the visitor’s and the speaker’s towns had recently upgraded its entire fleet, getting rid of all of its older planes, replacing them with newer, more reliable model, while in addition instituting a new, more thorough and rigorous program of pre- and post-flight safety and maintenance inspections—well, then we might revise our judgment in the other direction. Given this information, we might judge that things are even safer for the visitor as it regards plane travel; that is, the proposition that the visitor won’t die is now even more probable than it was before. This new information would strengthen the argument to that conclusion.

Reasonable follow-up question: how much is the argument strengthened or weakened by the new information imagined in these scenarios? Answer: how should I know? Sorry, that’s not very helpful. But here’s the point: we’re talking about probabilities here; sometimes it’s hard to know what the probability of something happening really is. Sometimes it’s not: if I flip a coin, I know that the probability of it coming up tails is 0.5. But how probable is it that a particular plane from Airline X will crash with our hypothetical visitor on board? I don’t know. And how much more probable is a disaster on the assumption of increased terrorist chatter? Again, I have no idea. All I know is that the probability of dying on the plane goes up in that case. And in the scenario in which Airline X has lots of new planes and security measures, the probability of a crash goes down. Sometimes, with inductive arguments, all we can do is make relative judgments about strength and weakness: in light of these new facts, the conclusion is more or less probable than it was before we learned of the new facts. Sometimes, however, we can be precise about probabilities and make absolute judgments about strength and weakness: we can say precisely how probable a conclusion.

*The names in the argument have been changed from the original names found in the original source.


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Deductive and Inductive Arguments Copyright © 2020 by Knachel, Matthew, "Fundamental Methods of Logic" (2017). Philosophy Faculty Books. 1. http://dc.uwm.edu/phil_facbooks/1 is licensed under a Creative Commons Attribution 4.0 International License, except where otherwise noted.

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