Topic outline

    • Time: 40 hours
    • Free Certificate
    This course will introduce you to critical thinking, informal logic, and a small amount of formal logic. Its purpose is to provide you with the basic tools of analytical reasoning, which will give you a distinctive edge in a wide variety of careers and courses of study. While many university courses focus on presenting content knowledge, the emphasis here is on learning how to think effectively. Although the techniques and concepts covered here are classified as philosophical, they are essential to the practice of nearly every major discipline, from the physical sciences and medicine to politics, law, and the humanities. The course touches upon a wide range of reasoning skills, from verbal argument analysis to formal logic, visual and statistical reasoning, scientific methodology, and creative thinking. Mastering these skills will help you become a more perceptive reader and listener, a more persuasive writer and presenter, and a more effective researcher and scientist. The first unit introduces the terrain of critical thinking and covers the basics of meaning analysis, while the second unit provides a primer for analyzing arguments. All of the material in these first units will be built upon in subsequent units, which cover informal and formal logic, Venn diagrams, scientific reasoning, and strategic and creative thinking.

  • Unit 1: Introduction and Meaning Analysis

    Critical thinking is a broad classification for a diverse array of reasoning techniques. In general, critical thinking works by breaking arguments and claims down to their basic underlying structure so we can see them clearly and determine whether they are rational. The idea is to help us do a better job of understanding and evaluating what we read, what we hear, and what we write and say. In this unit, we will define the broad contours of critical thinking and learn why it is a valuable and useful object of study. We will also introduce the fundamentals of meaning analysis: the difference between literal meaning and implication, the principles of definition, how to identify when a disagreement is merely verbal, the distinction between necessary and sufficient conditions, and problems with the imprecision of ordinary language.

    Completing this unit should take you approximately 5 hours.

    • Upon successful completion of this unit, you will be able to:

      • distinguish between the literal and implied meanings of sentences;
      • describe reportive, stipulative, precising, and persuasive definitions, and apply them to real-world scenarios;
      • describe the criteria for evaluating definitions  and sources, and apply them to real-world scenarios;
      • distinguish between factual disputes and verbal disputes;
      • define necessary and sufficient conditions, and give examples of each;
      • evaluate statements for various types of obscurity, such as lexical ambiguity, referential ambiguity, syntactic ambiguity, vagueness, incompleteness, and meaning; and
      • evaluate statements for distortions of meaning, such as reification, category mistakes, and poor philosophical argumentation.
    • 1.1: Introduction to Critical Thinking

      • Watch this video for a basic sense of what critical thinking is and why it is important.

      • Read these four tutorials on critical thinking. As you read, compare the abilities that a person acquires after becoming a critical thinker with your own goals as a student, as well as with your future career and life goals.

      • Consider these questions from a variety of angles. Then, share your thoughts on the discussion forum. Make sure to review and respond to other students' posts, as well.

        1. Is critical thinking important? Why or why not?
        2. How will the understanding and use of critical thinking benefit you in your life now and in the future?
        3. How do emotions affect one's ability to think critically?
    • 1.2: Meaning Analysis

      • 1.2.1: The Elements of Meaning

        • While meaning may not seem like the sort of thing that needs explaining, the ways in which it is produced, both in speech and in writing, can lead to confusion and thus warrant close examination.

          In this section, you will read about the nature of linguistic meaning, the different types of definitions, the difference between literal meaning and conversational implicature, and the difference between verbal and factual disputes.

          Complete the exercises to enhance your critical thinking skills and your understanding of meaning.


        • Evaluate these definitions. If you find a definition inadequate or flawed, try to provide a better definition. Then, share your thoughts on the discussion forum. Make sure to review and respond to other students' posts, as well.

          1. Discuss Mark Twain's definition of love: "Love is the irresistible desire to be irresistibly desired."
          2. Discuss this definition of a cloud: "A cloud is a large, semi-transparent mass with fleecy texture suspended in the atmosphere whose shape is subject to continual change."

      • 1.2.2: Necessary and Sufficient Conditions

        • Phenomena in the world are related to one another in all sorts of complicated ways. Sometimes we can say very generally whether one thing is necessary for something else or whether it is merely sufficient. The concepts of necessary and sufficient conditions help us understand and explain the different kinds of connections between concepts and how different states of affairs are related to each other.

      • 1.2.3: Thinking Critically about Ordinary Language

        • Thinking needs to be precise and clear, but the language we use to express our thoughts is often imprecise and misleading. In this section, you will read about identifying common ways language can lead us astray.

          Complete all exercises and check your answers.

    • 1.3: Assessing Sources

      • Read this tutorial, which discusses appropriate questions to ask to determine whether a source is credible and reliable. As you read, make a list of important questions to ask. Make notes under each question about why that question is important. Also, write down any tips to consider when answering each question.

      • Watch these videos to learn about the basic principles of evaluating sources. The first video identifies characteristics of scholarly articles, and the second video explains the "peer review" editorial process.

      • Read this article, which explains factors relevant to assessing the reliability of Internet sources. Many of the factors mentioned in this material are also relevant to assessing the reliability of other sources.

      • Consider your experiences with finding and assessing sources. In particular, using a personal experience as an example, discuss whether and to what extent one of the strategies in this section for evaluating sources has been or would have been helpful. Then, share your thoughts on the discussion forum. Make sure to review and respond to other students' posts, as well.

  • Unit 2: Argument Analysis

    Arguments are the fundamental components of all rational discourse: nearly everything we read and write, like scientific reports, newspaper columns, and personal letters, as well as most of our verbal conversations, contain arguments. Picking the arguments out from the rest of our often convoluted discourse can be difficult. Once we have identified an argument, we still need to determine whether or not it is sound. Luckily, arguments obey a set of formal rules that we can use to determine whether they are good or bad. In this unit, you will learn how to identify arguments, what makes an argument sound as opposed to unsound or merely valid, the difference between deductive and inductive reasoning, and how to map arguments to reveal their structure.

    Completing this unit should take you approximately 7 hours.

    • Upon successful completion of this unit, you will be able to:

      • construct valid and sound arguments using the standard form of an argument;
      • determine if a counterexample exists for a given argument;
      • illustrate valid argument patterns such as modus ponens, modus tollens, hypothetical syllogism, disjunctive syllogism, constructive dilemma, and reductio ad absurdum;
      • identify hidden and implicit assumptions in an argument;
      • explain the differences between deductive reasoning and inductive reasoning;
      • explain the pattern of inductive reasoning called an analogical argument;
      • construct an argument map for an argument; and
      • apply the criteria for evaluating the strength of an argument to any given argument. 
    • 2.1: The Nature of Arguments

      • 2.1.1: What Are Arguments?

        • Read this section, which differentiates an argument in the logical sense from the ordinary language sense of a heated disagreement and introduces you to the basic structures of logical argument: statements, premises, and conclusions.

          Complete Exercise 1, identifying which sentences are statements. Once you identify them, begin thinking about what premises might lead to those statements. When you finish, check your responses with the answer key.

          If you would like to download the full textbook, it can be found here: Introduction to Logic and Critical Thinking.

        • Read this tutorial, which explains how to identify an argument by picking out its components. Complete the exercises and check your answers.

      • 2.1.2: How to Tell an Argument from a Non-Argument

        • Read this section, which will give you some tips on how to spot an argument. While the premise and conclusion indicators are not guarantees of an argument, they can assist you in identifying an argument.

          Complete Exercise 2, distinguishing arguments from non-arguments and identifying the conclusion of argument sentences. Despite the name, the conclusion often precedes the premises when we present arguments in ordinary language. When you finish the exercise, check your answers against the answer key.

        • Read this tutorial, which explains how to put an argument in standard form. Be sure to complete the exercise.

    • 2.2: Good Argument Form

      • These sections will introduce you to the concept of validity – the term for when the conclusion of an argument follows from its premises. Pay careful attention to the difference between validity and soundness. All sound arguments are valid, but not all valid arguments are sound. Remember that premises do not have to be true for an argument to be valid.

        Complete Exercise 5, checking your answers against the key.

      • Validity and soundness are two of the most important concepts in the study of arguments, and they are often confused with one another. Read these three tutorials on the distinction between valid and sound arguments, their relationship to the truth of the statements that make them up, and the structural patterns that help us to recognize them.

        Complete the exercises and check your answers.

      • Complete this knowledge check, which tests your knowledge of the distinction between valid and sound arguments. Note that deductive arguments might be, but need not be, valid or sound; deductive arguments may be valid or invalid and sound or unsound.

      • Read these sections to learn how to round out arguments conceptually. The first section will distinguish between two types of argument: deductive and inductive. Pay careful attention to the difference between these two, and think about which kind of argument you use more often. The second section will help you identify arguments with a missing premise and determine how and when to supply this missing premise. It will also introduce you to the principle of charity and the difference between normative and descriptive statements – three very important terms! The third section shows you three rhetorical devices to hint at further argument without actually going through the argument: assuring, guarding, and discounting.

        Complete the exercises, then check your answers against the keys.

      • When arguments are stated verbally or in writing, their structure may not be completely explicit. The section on hidden assumptions provides clues about how to identify hidden assumptions. The section on inductive reasoning introduces the important concept of induction. Inductive arguments form a whole second class of arguments, alongside deductive ones, and will be important in our unit on scientific reasoning later on. The final section puts together a number of the ideas laid out so far to describe the characteristics of a good argument.

        Complete the exercises and check your answer.

    • 2.3: Visualizing How Arguments Work

      • Visualizing argument structure can help determine how directly or indirectly supporting evidence leads to a conclusion. This section gives examples of simple and more complex arguments using arrows to represent the structure of an argument. Complete the exercises and then check your answers. The answer key has the arguments in standard form, but there is no key for the diagramming.

      • Read this tutorial about how to construct an argument map. Argument maps are a way of visually representing the logical structure of an argument.

    • 2.4: Analogical Arguments

      • Read this section about an inductive argument many people use quite frequently: arguments from analogy. As you read, think about the difference between relevant and irrelevant similarities when it comes to analogies, as well as relevant disanalogies. Being able to identify these will help you make stronger inductive arguments.

        Complete the exercise and check your work against the answer key.

      • Read this tutorial on analogical arguments. Arguments that are based on analogies have certain inherent weaknesses. This tutorial will help you find out how analogical arguments are structured and the most common ways they may be undermined.

    • 2.5: Valid Argument Patterns

      • Read this tutorial on reducing valid arguments to their basic structure using argument patterns. This text previews the kind of analysis we will do much more of in Unit 4. This kind of strategy is sometimes useful in analyzing arguments in real-life situations. For example, you might see these types of questions and find identifying argument patterns useful for the Law School Admission Test (LSAT).

    • 2.6: Review of Argument Analysis

      • Try to formulate examples of three important patterns of argument: modus ponens, modus tollens, and reductio. Then, for this argument sent to a newspaper by a reader responding to an article claiming that Shakespeare was Italian, identify the argument's main conclusion and spell out the argument's premises. 

        "So Shakespeare was an Italian, because almost half of his plays are set in Italy. Almost all of Isaac Asimov's novels are set in outer space – does that mean he was a Martian?" – Graham Simpson

        Share your thoughts on the discussion forum. Make sure to review and respond to other students' posts, as well.

  • Unit 3: Basic Sentential Logic

    This unit introduces a topic that many students find intimidating: formal logic. Although it sounds difficult and complicated, formal (or symbolic) logic is actually a fairly straightforward way of revealing the structure of reasoning. By translating arguments into symbols, you can more readily see what is right and wrong with them and learn how to formulate better arguments. Advanced courses in formal logic focus on using rules of inference to construct elaborate proofs. Using these techniques, you can solve many complicated problems simply by manipulating symbols on the page. In this course, however, you will only be looking at the most basic properties of a system of logic. In this unit, you will learn how to turn phrases in ordinary language into well-formed formulas, draw truth tables for formulas, and evaluate arguments using those truth tables.

    Completing this unit should take you approximately 13 hours.

    • Upon successful completion of this unit, you will be able to:

      • contrast formal logic and informal logic;
      • identify declarative, interrogative, and imperative sentences;
      • define and identify several kinds of logical statements: negations, conjunctions, disjunctions, conditionals, and biconditionals;
      • identify the scope and main connective for a well-formed formula;
      • create truth-tables for several kinds of statements, sentences and arguments, such as negations, conjunctions, disjunctions, conditionals, and biconditionals;
      • translate ordinary statements into logical language; and 
      • explain the limitations of truth-tables as assessment tools. 
    • 3.1: The Basics of Logic

      • Read this tutorial, which describes some basic logic concepts: validity, topic neutrality, necessity, and the difference between formal and informal reasoning. 

      • 3.1.1: Logical Statements, Connectives, and Relations

        • Read this section for an introduction to formal logic. Formal logic gives us a framework for objective, logical evaluations of conclusions. It can help you make valid inferences for certain kinds of statements. This section will not go deeply into how to do this type of logic but rather explain why it is important and give some basic examples.

        • Statements are the fundamental units of arguments and proofs in logic. These tutorials explain how to identify statements and introduce some of the basic ways that statements may be related to one another.

          Complete the exercises and check your answers.

      • 3.1.2: Logic Puzzles

        • Try your hand at some fun and tricky logic puzzles. Check your answers after you have solved them.

        • Complete this exercise, which will allow you to solve a difficult logic puzzle. Watch the video on this puzzle for a discussion of the solution.

    • 3.2: A Little Bit of Formal Logic

      • 3.2.1: How to Write Sentences in Sentential Logic

        • Read these four sections to learn how to identify and apply propositional (or sentential) logic functions. Using these symbols, you should be able to turn statements into symbolic formulas to more clearly see the logical connections taking place and determine when the conclusions are valid. It can look confusing at first, but moving slowly through these units will allow you to make valid logical proofs.

          As you go, complete the exercises, then check your answers against the answer keys.

          Note that the symbols used in some places can differ slightly from those used elsewhere. This is because there is not one standard set of symbols used for sentential logic, but a few. This table shows you the differences and helps translate between them.

          In the resources in this course, the symbols for disjunction and negation are the same in both systems, but the symbols for conjunction, conditional, and biconditional are different.

          Name Meaning Symbol 1 Symbol 2
          Conjunction  and  &  •
          Disjunction  or  v  v
          Negation  not  ~  ~
          Conditional  if/then  →  ⊃
          Biconditional  if and only if  ↔  ≡
        • In this section, you will read about how formal systems of logic work and what they are useful for. You will first be introduced to the elements of a simple system of logic called SL, and then you will learn how to construct statements called well-formed formulas (WFFs) in SL.

          Complete the exercises and check your answers.

      • 3.2.2: Connectives and Truth Tables

        • Read these sections to learn how to interpret, make, and apply truth tables to sentential logic formulas, note conditional statements in sentential logic, and translate the word "unless" into sentential logic. Be sure to note the difference between an antecedent and a consequent and between a necessary and sufficient condition.

          Complete the exercises, checking your answers against the key.

        • Read this tutorial, which will introduce you to truth tables. Truth tables are an objective way of determining the validity of an argument as a whole when the argument is expressed symbolically.

          Complete the exercises for this tutorial and check your answers.

      • 3.2.3: How to Draw Truth Tables for More Complicated Statements

        • Read this tutorial to expand your knowledge of truth tables. The last tutorial showed you how to construct truth tables for the basic connectives in sentential logic (SL). This tutorial extends the same technique to more complex well-formed formulas, which approximate the kinds of statements that might be part of an argument in ordinary language.

          Complete the exercises for this tutorial and check your answers.

      • 3.2.4: Properties of Individual Well-Formed Formulas and Relations Between Them

        • Read these sections to learn more about relationships among truth statements and using and constructing logical proofs.

          These sections review materially equivalent propositions and three other relationships among statements: tautological, contradictory, and contingent relationships. They also review the eight valid forms of inference: modus ponens, modus tollens, hypothetical syllogism, simplification, conjunction, disjunctive syllogism, addition, and constructive dilemma. They show how to construct proofs, including strategies for working forward or backward, depending on which is easier according to your premises. Finally, they summarize everything you have learned about sentential and propositional logic.

          Complete the exercises as you study, then check your answers against the key.

        • Read this tutorial, which presents the concepts of consistency, entailment, and equivalence introduced in subunit 4.1.2 but defines them now in terms of their truth tables in SL. These are all relations between WFFs. This tutorial introduces the concepts of tautology, contingency, and inconsistency as properties of individual WFFs that can also be defined by their truth tables.

          Complete the exercises for this tutorial and check your answers.

      • 3.2.5: Understanding Truth Tables

        • This page reviews the nature of truth tables, the definitions of basic logical connectives, the rules for constructing truth tables, and the methods for using truth tables to determine whether a well-formed formula is tautologous, inconsistent, self-consistent, or contingent.

          The material also discusses methods for using truth tables to determine whether two well-formed formulas are logically equivalent, contradictory, or consistent. Finally, it covers methods for using truth tables to determine whether an argument is valid.

      • 3.2.6: How to Translate Ordinary Statements into Symbolic Formulae

        • Read this tutorial on formalization, which means turning statements and arguments in ordinary language into their symbolic counterparts; we might just as well call it translation. Notice that ordinary language contains hint words, letting us know when we will likely need one of the logical connectives.

          Complete the exercises for this tutorial and check your answers.

      • 3.2.7: Formalization Practice

        • Read this section, which reviews and elaborates upon procedures for translating ordinary statements into the language of symbolic logic, which the text calls propositional logic.

          Complete the exercises to test your understanding.

      • 3.2.8: Two Methods for Determining the Validity of an Argument

        • Read these tutorials, which provide information on determining whether an argument – or sequent – is valid in SL. Because using truth tables to establish validity is time-consuming, the second tutorial presents a shortcut version of the method.

          Complete the exercises for both tutorials and check your answers.

      • 3.2.9: Why Sentential Logic Is Not Enough

        • Read this tutorial on limitations. Some statements cannot be captured in sentential logic, especially statements involving words like every and all (like "all men are mortal"). This tutorial explains why and introduces the idea of predicate logic.

          Complete the exercises for this tutorial and check your answers.

  • Unit 4: Venn Diagrams

    In addition to using predicate logic, the limitations of sentential logic can also be overcome by using Venn diagrams to illustrate statements and arguments. Statements that include general words like "some" or "few" as well as absolute words like "every" and "all" – so-called categorical statements – lend themselves to being represented on paper as circles that may or may not overlap. Venn diagrams are especially helpful when dealing with logical arguments called syllogisms. Syllogisms are a special type of three-step argument with two premises and a conclusion, which involve quantifying terms. In this unit, you will learn the basic principles of Venn diagrams, how to use them to represent statements, and how to use them to evaluate arguments.

    Completing this unit should take you approximately 6 hours.

    • Upon successful completion of this unit, you will be able to:

      • create Venn diagrams as a means to represent and reason about relationships among classes;
      • evaluate the validity of arguments using Venn diagrams; and 
      • describe the limitations of Venn diagrams as assessment tools. 
    • 4.1: Introduction to Venn Diagrams

      • 4.1.1: Venn Diagrams as Illustrations of Sets or Classes

        • Read these sections to learn and apply a visual method for determining the validity of categorical inferences: Venn diagrams. Note the four categorical forms and what they mean: universal affirmative, universal negative, particular affirmative, and particular negative. Get comfortable drawing Venn diagrams for categorical statements and shading in the area or drawing a star for the statements you are given.

          Complete the exercises, checking your answers against the answer keys, translating the diagrams into statements, and using the Venn test of validity to determine the validity of the given categorical inferences.

        • Read the introduction and tutorial for an introduction to Venn diagrams. In Venn diagrams, circles represent sets or classes. These tutorials demonstrate how to use shading and overlapping to illustrate empty sets and relations of all, every, and nothing.

      • 4.1.2: More Complicated Venn Diagrams

        • Working with Venn diagrams involving three circles is almost the same as working with two circles. The only difference is that there are now eight distinct regions, each with a specific logical meaning.

          Complete these exercises and check your answers.

      • 4.1.3: Illustrating Experience with Venn Diagrams

        • Read this section to learn about a potentially counter-intuitive relationship between universal and particular affirmatives – namely, one does not imply the other. This is because universal affirmatives do not contain an "existential commitment": a statement that there is anything in the category the universal affirmative references.

          Complete the exercise, keeping in mind that universal affirmatives do not contain existential commitments. Check your validity answers against the key.

      • 4.1.4: Review of Introduction to Venn Diagrams

        • Complete these exercises relating to two-circle Venn diagrams. For each question, you must choose the sentence that best represents what is shown in the given diagram.

    • 4.2: Venn Diagrams and Arguments

      • 4.2.1: Using Venn Diagrams to Evaluate Syllogisms

        • Read this section on Venn diagrams, which will help you use Venn diagrams to test the validity of whole categorical syllogisms rather than only categorical inferences. Read the section and identify the categories in every statement of the syllogisms as you go, making your own Venn diagrams to test the validity, as directed.

          Complete the exercise, checking your validity answers against the key.

        • Read this tutorial on how to use Venn diagrams to evaluate arguments. You will be introduced to the concept of a syllogism, a special type of argument that cannot be evaluated in SL. Venn diagrams are ideal for evaluating this type of argument. Remember that a Venn diagram can only tell us if an argument is valid, not whether it is sound.

      • 4.2.2: Understanding the Logic of Venn Diagrams

        • This page reviews how to set up Venn diagrams and the rules for using Venn diagrams in evaluating argument validity. It also introduces the notion of conditional validity and explains how to use Venn diagrams to evaluate the validity of categorical syllogisms.

      • 4.2.3: The Limitations of Venn Diagrams

        • Read this tutorial about the limitations of Venn diagrams. Although Venn diagrams are a powerful tool for representing some types of statements, there are many statements that they cannot handle.

          Complete the exercises for this tutorial, then check your answers.

      • 4.2.4: Review of Venn Diagrams and Arguments

        • Complete these exercises to determine whether these arguments are valid or not. Draw out the Venn diagrams with pencil and paper.

        • Consider how you might adapt Venn diagrams to evaluate the validity of these arguments. 

          1. Most cooks are men. Most men are idiots. So most cooks are idiots. 
          2. Very few plants are purple. Very few purple things are edible. So very few plants are edible.

          Share your thoughts on the discussion forum. Make sure to review and respond to other students' posts, as well.

  • Unit 5: Fallacies

    Now that you have studied the necessary structure of a good argument and can represent its structure visually, you might think it would be simple to pick out bad arguments. However, identifying bad arguments can be very tricky in practice. Very often, what at first appears to be ironclad reasoning turns out to contain one or more subtle errors. Fortunately, there are many easily identifiable fallacies (mistakes of reasoning) that you can learn to recognize by their structure or content. In this unit, you will learn about the nature of fallacies, look at a couple of different ways of classifying them, and spend some time dealing with the most common fallacies in detail.

    Completing this unit should take you approximately 3 hours.

    • Upon successful completion of this unit, you will be able to:

      • explain fallacies of inconsistency, irrelevance, insufficiency, and inappropriate presumption;
      • identify common fallacies, including the straw man, gambler's fallacy, begging the question, red herring, ad hominem, appeal to ignorance, appeal to people, complex question, loaded question, and non-sequitur; and
      • describe the nature of a cognitive bias and identify examples of cognitive bias.

    • 5.1: Introduction to Fallacies

      • Read this tutorial, which introduces the notion of fallacious reasoning. Fallacies are arguments that are frequently accepted as valid but contain subtle reasoning errors. It is important to know how to catch fallacies.

    • 5.2: Types of Fallacies

      • Read this section to learn the difference between formal and informal fallacies and learn two key formal fallacies that look like good logic but are not: denying the antecedent and affirming the consequent. There is a popular joke among philosophers about Descartes (the French philosopher who famously wrote, "I think, therefore I am") walking into a bar and, when the bartender asks if he'd like a drink, replying "I think not" and vanishing in a puff. While delightful to share among your philosopher friends, this joke actually falls prey to one of these fallacies – see if you can tell why.

      • Read this tutorial, which defines the most common fallacies. This list narrows down some of the fallacies in the previous text and is enough to get us started. We will look at a wider sample of fallacies later in this course. For now, focus on defining each fallacy and identifying the differences between the fallacies on the list.

      • Read these sections to review three important fallacies you probably come across without realizing it: false dichotomy, causal slippery slope fallacy, and appeal to authority.

        All three of these fallacies can be disguised as something that looks logical, but these readings will help you identify when that is not the case.

      • Read these tutorials, which introduce four major classifications of fallacies. Although there are many possible ways of categorizing fallacies, the four major groups discussed in these tutorials are fairly standard.

      • Complete this quiz, which will help you identify common fallacies.

    • 5.3: Ten Common Fallacies in Detail

      • 5.3.1: Straw Man Fallacy

        • You may have heard criticisms of a "straw man" argument before and not known what that meant. This section walks you through a straw man argument and gives examples. After reading this section, try to come up with a few examples of straw man arguments, and look for straw man fallacies in your own life.

        • Watch this video, which explains a fallacy commonly known as the straw man fallacy. After watching this video, you should be able to define the fallacy and identify examples of the fallacy.

      • 5.3.2: Gambler's Fallacy

        • Watch this video, which explains a fallacy commonly known as the gambler's fallacy. After watching this video, you should be able to define the fallacy and identify examples of the fallacy.

        • Read this introduction to the gambler's fallacy and the example of how it works.

      • 5.3.3: Begging the Question

        • Read this section on the fallacy of "begging the question". When we formalize the examples in the premise, they are not substantively different from the conclusion. Look out for "question begging" arguments in your life.

      • 5.3.4: Red Herring

        • Read this article to learn about the red herring fallacy. If you think bringing up colorful fish sounds out of place when discussing logic, then you're right! The red herring fallacy operates by bringing up irrelevant information. Often when we have arguments in our lives, though, people throw in "red herrings".

      • 5.3.5: Ad Hominem (Against the Person)

        • You have doubtless heard ad hominem attacks before – though you may not have known they were an informal fallacy. Read this section on the ad hominem fallacy for a definition and examples of these attacks. After reading, you should be able to identify ad hominem attacks when you encounter them.

      • 5.3.6: Ad Ignorantium (Appeal to Ignorance)

        • Read this brief description of the "ad ignorantium" (or "appeal to ignorance") fallacy. This common fallacy insists on placing the burden of proof on whatever side opposes it.

      • 5.3.7: Ad Populum (Appeal to the People)

        • Read this article for a quick explanation and examples of the logical fallacy ad populum, or "appeal to the people". This fallacy relies on our social inclinations and is popularly seen in advertising. Despite the effectiveness of these kinds of appeals, they nonetheless are not logical arguments.

      • 5.3.8: Complex Question (Double-Barreled Question)

        • Read this article, which defines the double-barreled question fallacy and identifies examples of it.

      • 5.3.9: Loaded Question

        • Read this article, which defines the loaded question fallacy and identifies examples of it.

      • 5.3.10: Non Sequitur (It Does Not Follow)

        • Read this article, which defines the non sequitur fallacy and identifies examples of it.

      • 5.3.11: Review of Fallacies

        • Consider the passages below. If the passage contains an argument, identify the premises and main conclusion. For each passage, assess whether it contains a fallacy. If it does, identify the fallacy and explain why you made your assessment.

          1. God exists because many people who believe in God go on to have healthy, happy, and meaningful lives.
          2. Bertrand Russell (1872–1970), the British philosopher, said that objective morality is possible without God. Russell was an atheist, and we all know that he slept around and seduced young girls and was nasty to many people. 
          3. Do you want four more years of this person in political office? Vote for me, Candidate X.

          Share your thoughts on the discussion forum. Make sure to review and respond to other students' posts, as well.

    • 5.4: Cognitive Biases

      • Read this tutorial, which describes some examples of cognitive biases. These biases are ways of thinking that lead us to make poor inferences. Being able to identify cognitive biases helps us to improve our reasoning and helps us to assess other people's reasoning.

      • Watch this video to learn about availability, representativeness, and confirmation biases. Note that there are many other cognitive biases, including anchoring bias, availability heuristic bias, bandwagon bias, choice supportive bias, ostrich bias, outcome bias, overconfidence, placebo bias, survivorship bias, selective perception bias, and blind spot bias. Try to identify some examples of cognitive biases in your life.

  • Unit 6: Scientific Reasoning

    Unlike the syllogistic arguments you explored in the last unit, which are a form of deductive argument, scientific reasoning is empirical. This means that it depends on observation and evidence, not logical principles. Although some principles of deductive reasoning do apply in science, such as the principle of contradiction, scientific arguments are often inductive. For this reason, science often deals with confirmation and disconfirmation. Nonetheless, there are general guidelines about what constitutes good scientific reasoning, and scientists are trained to be critical of their inferences and those of others in the scientific community. In this unit, you will investigate some standard methods of scientific reasoning, some principles of confirmation and disconfirmation, and some techniques for identifying and reasoning about causation.

    Completing this unit should take you approximately 4 hours.

    • Upon successful completion of this unit, you will be able to:

      • explain the hypothetico-deductive method and its implications for testing scientific hypotheses;
      • explain Occam's Razor and its implications in real-world scenarios;
      • explain the criteria scientists use to choose among competing hypotheses;
      • discuss notions of causation, causal relations, and Mill's methods for reasoning about causation;
      • explain the difference between correlation and causation;
      • use visualization tools to represent causal relations; and
      • explain several common fallacies when reasoning about causation, such as false cause.
    • 6.1: The Basic Principles of Scientific Reasoning

      • Read these tutorials on scientific reasoning. Science is almost infinitely varied, but its basic method is surprisingly simple. These tutorials will introduce the four components of the hypothetical-deductive method and the difference between truth and confirmation.

      • Watch these videos. Pay attention to the discussion of the difference between the terms theory and evidence and the discussion of the reasoning method called Ockham's Razor (also sometimes called Occam's Razor).

      • Read this tutorial on theory choice. In scientific practice, multiple theories will frequently be put forward to explain the same phenomena. When this happens, scientists sometimes use five criteria to guide their decisions among alternative theories.

      • Consider these prompts. Share your thoughts on the discussion forum. Make sure to review and respond to other students' posts, as well.

        1. Given what you know about criteria for theory choice in science, such as predictive power, mechanism, fruitfulness, simplicity, and coherence, is there anything other than evidence scientists use to determine whether to accept a theory? Should there be?
        2. Are simpler theories more likely to be true? Is Ockham's Razor always a good rule of scientific reasoning?
    • 6.2: The Question of Causality

      • 6.2.1: The Basics of Causality

        • Read this section to investigate the complications of causality, particularly as it relates to correlation. Sometimes, two correlated events share a common cause, and sometimes, correlation is accidental. Complete the exercises to practice determining sufficient evidence for causation and determining accidental correlation. Check your answers against the key.

        • Read this tutorial, which outlines some important terminological distinctions for causation. Causation is an ideal topic to address in a course on critical thinking because it is something we feel we understand well in our everyday lives. Once we begin trying to think scientifically about causes, however, we find that fixing the causes of some events requires precision and subtlety.

        • Read this tutorial about Mill’s five methods for identifying causes. John Stuart Mill (1806-1873), the 19th-century English philosopher, proposed five distinct ways to identify a cause through observation. While these methods may appear to be common sense, it is important to see that they represent distinct modes of inference.

      • 6.2.2: Causality is More Than Just Cause and Effect

        • Read this tutorial on causality, which identifies seven different types of causal relations. Each type of relation is followed by a set of defining criteria. Although each type of relation is a cause-and-effect relationship between A and B, information about the context of the interaction and the relation of A and B to one another in time affects what we can say about the causal relation between them.

        • Read this example-rich tutorial, which explains the difference between the two relationships of correlation and causation. Scientists looking for cause-and-effect relationships in the natural world need to be careful not to misconstrue causality with mere correlation.

        • Read this tutorial, which illustrates two ways of diagramming cause and effect. They allow for the description of multiple causes and effects from a single event and for distinguishing between levels of causation. 

          When multiple relations of cause and effect are involved in the behavior of some phenomenon, representing these relations visually is often the best way to get a handle on them and to assist in quantitative analysis of the system in question.

        • This passage is an excerpt from a report by the Arizona Daily Wildcat (June 16, 1999) concerning a study to show that certain people can communicate with the dead. Using what you have learned about causation, correlation, and causal fallacies, consider the potential flaws with the experiment. Assume that the report is mostly correct. Summarize your evaluation of the flaws in the experiment. Share your thoughts on the discussion forum. Make sure to review and respond to other students' posts, as well.

          "Gary Schwartz, psychology professor and co-founder of the University of Arizona Human Energy Systems Lab, speaks about his work at the University of Arizona. A team of scientists and students conducted a unique experiment this weekend, probing the possibility of an afterlife by studying how mediums commune with the dead.

          Researchers invited a panel of mediums to meet with 10 people whose loved ones had recently died. While under observation, the mediums tried to receive information from the deceased without prior knowledge about the deceased. Schwartz invited four mediums to participate in the study, including famous "superstars" of the psychic world, such as author John Edwards, and unknowns, such as California housewife Laurie Campbell. The medium sat facing a wall while a researcher looked on. A "sitter," who had recently lost a relative or friend, would then enter the room and sit six feet behind the medium. Schwartz acknowledged that a few of the sitters were acquaintances of the mediums.

          For up to 10 minutes, the medium and the sitter would sit in silence. The medium, who could not see the sitter, would concentrate on receiving psychic impressions. A question and answer session followed, in which the sitter was allowed only to answer "yes" or "no." Schwartz said the study was set up to minimize communication between the medium and the sitter, avoiding conscious or subconscious prompting between the two. While the final results have not been written up, Schwartz said he was impressed with the mediums' performance. He said that on several occasions the mediums were able to pick out the names and personal information of the deceased."

  • Unit 7: Strategic Reasoning and Creativity

    While most of this course has focused on the types of reasoning necessary to critique and evaluate existing knowledge or to extend our knowledge following correct procedures and rules, an enormous branch of our reasoning practice runs in the opposite direction. Strategic reasoning, problem-solving, and creative thinking all rely on an ineffable component of novelty supplied by the thinker. Despite their seemingly mystical nature, problem-solving and creative thinking are best approached by following tried and tested procedures that prompt our cognitive faculties to produce new ideas and solutions by extending our existing knowledge. In this unit, you will investigate problem-solving techniques, representing complex problems visually, making decisions in risky and uncertain scenarios, and creative thinking in general.

    Completing this unit should take you approximately 2 hours.

    • Upon successful completion of this unit, you will be able to:

      • illustrate several types of problems and explain how to understand and problem-solve each; 
      • use visualization tools to analyze problems;
      • explain the principles of creative thinking and their implications; and
      • compare the methods for approaching problems creatively as a means to think creatively about real-world problems. 

    • 7.1: Strategic Reasoning

      • Read this tutorial about what to consider when defining a problem and the three major classifications that problems usually fall under. Problem-solving is an activity that combines skills of critical and creative thinking. The first task in any problem-solving scenario is to identify the type of problem one is dealing with.

        Complete the exercises for this tutorial, and check your answers.

      • Read this tutorial, which outlines the mathematician George Pólya’s four-step problem-solving procedure.

      • Read this tutorial, which introduces the technique of process analysis. This course has focused primarily on problems that are relatively simple in structure. You should be aware that many problems encountered will be highly complex, involving multiple variables and a mixture of problem types. You will read about flowcharts next.

      • Read this section on flowcharts. It may also be helpful to review subunit 6.2.5 on cause-and-effect diagrams. There are several useful visual techniques to facilitate solving complex problems.

      • Read this tutorial about basic decision-making rules. Decision theory provides tools for evaluating the best course of action in scenarios involving risk and uncertainty.

    • 7.2: Creative Thinking

      • Read this tutorial on principles of creative thinking. Creativity is a ubiquitous human activity, not just the province of artists and inventors. Human beings solve problems creatively every day. The nature of creativity thus incorporates both spectacular creative acts and more modest instances of creative reasoning. This tutorial explains what all forms of creativity have in common.

      • Read this tutorial on the creativity cycle. Although something remains mysterious about what occurs during a flash of creative inspiration, there are nonetheless certain procedures that encourage creative thinking. This tutorial outlines a repeatable four-step creative process based on what is known objectively about producing novel ideas and solutions.

      • Read these tutorials, which offer procedures for initiating creative thinking based on our existing factual knowledge. The quotations in the second tutorial demonstrate how these procedures form part of the creative process of some of the most famous minds in art, science, and philosophy.

      • Consider your experiences with thinking creatively. In particular, using a personal experience as an example, discuss whether and to what extent one of the strategies in this section for thinking creatively has been or would have been helpful. 

        Share your thoughts on the discussion forum. Make sure to review and respond to other students' posts, as well.

  • Study Guide

    This study guide will help you get ready for the final exam. It discusses the key topics in each unit, walks through the learning outcomes, and lists important vocabulary terms. It is not meant to replace the course materials!

  • Course Feedback Survey

    Please take a few minutes to give us feedback about this course. We appreciate your feedback, whether you completed the whole course or even just a few resources. Your feedback will help us make our courses better, and we use your feedback each time we make updates to our courses. If you come across any urgent problems, email contact@saylor.org.

  • Certificate Final Exam

    Take this exam if you want to earn a free Course Completion Certificate.

    To receive a free Course Completion Certificate, you will need to earn a grade of 70% or higher on this final exam. Your grade for the exam will be calculated as soon as you complete it. If you do not pass the exam on your first try, you can take it again as many times as you want, with a 7-day waiting period between each attempt. Once you pass this final exam, you will be awarded a free Course Completion Certificate.

  • Saylor Direct Credit

    Take this exam if you want to earn college credit for this course. This course is eligible for college credit through Saylor Academy's Saylor Direct Credit Program.

    The Saylor Direct Credit Final Exam requires a proctoring fee of $5. To pass this course and earn a Credly Badge and official transcript, you will need to earn a grade of 70% or higher on the Saylor Direct Credit Final Exam. Your grade for this exam will be calculated as soon as you complete it. If you do not pass the exam on your first try, you can take it again a maximum of 3 times, with a 14-day waiting period between each attempt.

    We are partnering with SmarterProctoring to help make the proctoring fee more affordable. We will be recording you, your screen, and the audio in your room during the exam. This is an automated proctoring service, but no decisions are automated; recordings are only viewed by our staff with the purpose of making sure it is you taking the exam and verifying any questions about exam integrity. We understand that there are challenges with learning at home - we won't invalidate your exam just because your child ran into the room!

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    1. Desktop Computer
    2. Chrome (v74+)
    3. Webcam + Microphone
    4. 1mbps+ Internet Connection

    Once you pass this final exam, you will be awarded a Credly Badge and can request an official transcript.