Chapter 13 Exercises: Locus of Control

Level 1 — Comprehension and Recall

Exercise 1.1 — Key Concepts Define the following terms in your own words.

a) Locus of control b) Internal locus of control c) External locus of control d) Attribution style e) Learned helplessness f) Optimal attribution

Exercise 1.2 — Rotter's Scale Below are five pairs of statements from Rotter-style locus of control measures. For each pair, identify which statement reflects internal locus (I) and which reflects external locus (E).

a) "Success is mostly a matter of hard work" vs. "Success is mostly a matter of luck and connections" b) "When I do well on a test, it's because I studied effectively" vs. "When I do well on a test, it's because it happened to ask questions I already knew" c) "Leaders are born, not made" vs. "Anyone can develop leadership skills with practice" d) "What happens to me is mostly my own doing" vs. "I often feel that I have little control over the direction my life is taking" e) "In the long run, people get what they deserve" vs. "People are often rewarded or punished for things they had no control over"

Exercise 1.3 — The Three Attribution Dimensions Attribution theory identifies three key dimensions: locus (internal/external), stability (stable/unstable), and controllability (controllable/uncontrollable). Classify each of the following attributions using all three dimensions.

a) "I got the internship because I'm a naturally likeable person." b) "I failed the exam because it was an unfair test." c) "I got the internship because I prepared thoroughly for the interview." d) "I failed the exam because I didn't study enough this time." e) "My business idea failed because markets are unpredictable and timing wasn't right."

Exercise 1.4 — Research Summary Based on the chapter, answer these questions about the locus of control research.

a) Who introduced the locus of control construct, and when? b) Name three life domains where internal locus correlates with better outcomes. c) What effect sizes does the research typically show for the locus of control-achievement relationship? d) What does the meta-analysis on locus of control and academic achievement show about when internal locus matters most?

Exercise 1.5 — The Paradox Statement The chapter identifies a "paradox at the heart of this book." In your own words:

a) State the paradox clearly. b) What is the resolution proposed in the chapter? c) Describe the "calibrated" position in one sentence.

Level 2 — Application and Analysis

Exercise 2.1 — Priya's Attribution Audit Return to Priya's statement in the opening scene: "Nothing I actually do in the application makes any difference."

a) Identify the three attribution dimensions present in this statement (locus, stability, controllability). b) What behavioral consequences would you predict from this attribution style? c) Construct an alternative attribution for the same situation that is: (1) still honest about genuine external factors, AND (2) internally focused on controllable elements. d) How would the alternative attribution change Priya's likely behavior?

Exercise 2.2 — Social Media Locus Analysis The chapter identifies two social media locus distortions: the "algorithm locus" and the "hustle locus."

a) Find three examples from social media content (platforms like YouTube, TikTok, Instagram, or LinkedIn) that exemplify the hustle locus. Quote or paraphrase the content. b) Find two examples of creator discourse that exemplifies the algorithm locus. c) For each example, identify what is accurate and what is distorted about the claim. d) Write a calibrated "creator's locus" statement about any platform of your choice — one that is both honest about external factors AND internally actionable.

Exercise 2.3 — Small Wins Engineering Design a small-wins engineering plan for yourself in one area where you currently feel low internal locus.

a) Identify the domain (academic, career, creative, social, athletic). b) Describe your current attribution pattern in that domain in one or two sentences. c) Identify one specific, achievable, behavior-contingent action you could take this week. d) Describe how you would know the action produced the intended result. e) After completing the action, write a brief attribution for the outcome using the optimal attribution format from the chapter.

Exercise 2.4 — Cultural Locus Analysis The chapter discusses how collectivist cultures tend toward more external locus norms than individualist cultures.

a) Identify one example of how a collectivist cultural value might produce external locus as measured by Rotter's scale. b) Does this mean people from collectivist cultures have worse outcomes? Why or why not? c) How might an internal locus of control framework need to be modified or contextualized for someone navigating between individualist and collectivist cultural environments? d) Is there a version of "internal locus" that is compatible with strong collectivist values? What would it look like?

Exercise 2.5 — Lucky Locus Profile The chapter describes the distinctive two-part locus profile of lucky people: internally oriented about actions, externally comfortable about outcomes.

a) Give a specific example of what "internally oriented about actions" looks like in a job search context. b) Give a specific example of what "externally comfortable about outcomes" looks like in the same context. c) How is this combination different from both full internal locus AND full external locus? d) Is there any risk to this combination? What could go wrong with "externally comfortable about outcomes" if taken too far?

Level 3 — Critical Thinking and Evaluation

Exercise 3.1 — The Causation Problem The chapter notes that the causation between internal locus and good outcomes runs in multiple directions. Evaluate each direction:

a) Internal locus → good outcomes (behavioral pathway): What specific behaviors does internal locus produce that improve outcomes? Give three specific examples. b) Good outcomes → internal locus (feedback pathway): Why would success reinforce internal locus? What experience does success provide that updates the belief? c) Third variable → both (confound pathway): Identify two specific third variables that might cause both internal locus and good outcomes. How would you test whether this confound explains the correlation?

Exercise 3.2 — The Structural Luck Problem, Again The chapter argues that "internal locus amplifies agency; it does not create opportunities from nothing." Evaluate this claim.

a) What is the strongest evidence for this claim? b) What might an advocate for pure internal locus (a "hustle culture" proponent) say in response? c) How would you design a study to test whether internal locus produces equivalent outcome improvements for people at different levels of structural advantage? d) If internal locus produces smaller absolute gains for structurally disadvantaged people, is it still worth developing? Why or why not?

Exercise 3.3 — Learned Helplessness and Recovery Seligman's learned helplessness research showed that the condition is recoverable. The chapter mentions this without detailing the mechanism. Based on what you know about the condition:

a) What would it take to "unlearn" helplessness? What kind of experience would be necessary? b) Why might small-wins engineering be an effective recovery mechanism? c) Are there situations in which encouraging internal locus in a person experiencing genuine learned helplessness might be harmful? What precautions would be necessary?

Exercise 3.4 — The WEIRD Problem The chapter notes that most locus of control research was conducted in Western, Educated, Industrialized, Rich, and Democratic (WEIRD) societies. Evaluate this limitation.

a) Which of the research findings discussed in this chapter do you think are most likely to generalize across cultural contexts? Which are most likely to be culturally specific? b) What would you need to know about a specific non-WEIRD cultural context to confidently apply locus of control research findings there? c) Design a cross-cultural study that would test whether the internal locus-achievement correlation holds across at least three culturally distinct contexts. What methodological challenges would you face?

Level 4 — Synthesis and Design

Exercise 4.1 — Your Personal Attribution Audit Over the next seven days, keep a detailed attribution journal.

For each significant outcome (positive or negative) you experience: 1. Record the event in one sentence. 2. Record your immediate attribution (your gut explanation for why it happened). 3. Classify the attribution on all three dimensions (locus, stability, controllability). 4. Generate an alternative attribution that changes at least one dimension. 5. Evaluate: which attribution is more accurate? Which is more useful?

At the end of seven days: - Count your attributions by type. What is your dominant pattern? - Identify your most common maladaptive attribution style. - Write a one-paragraph plan for shifting that specific pattern.

Exercise 4.2 — Intervention Design You have been asked to design a locus of control development workshop for first-year college students who are experiencing academic struggles. The workshop will run for three 60-minute sessions.

Design the curriculum: a) What assessment would you use at the beginning to understand participants' current locus profile? b) Session 1: What would you teach? What exercise would you run? c) Session 2: What specific attribution retraining activity would you use? d) Session 3: How would you address the structural context — acknowledging real external challenges without reinforcing helplessness? e) How would you measure whether the workshop was effective at 30 days post-completion?

Exercise 4.3 — The Application Letter Analysis Collect five job application cover letters or personal statements (from public sources, templates, or anonymized examples from classmates). Analyze each one through the lens of locus of control.

a) What does each letter implicitly communicate about the writer's locus of control? b) Identify one sentence in each letter that reflects either strong internal or strong external locus. c) Rewrite each identified sentence to reflect a calibrated, action-oriented attribution style. d) How might a hiring manager's perception of a candidate differ based on the locus of control signals in their application materials?

Exercise 4.4 — Structured Debate Prepare arguments for a structured debate on the following proposition: "Believing that you control your outcomes is more harmful than helpful for people from structurally disadvantaged groups."

a) Prepare the strongest case for the proposition (that internal locus is harmful for disadvantaged groups). b) Prepare the strongest case against the proposition (that internal locus is beneficial regardless of structural position). c) What evidence from the chapter supports each side? d) What is your considered position, and what would change your mind?

Level 5 — Research and Advanced Application

Exercise 5.1 — The Agency Inventory: A Full Personal Assessment This is a comprehensive two-part assessment.

Part A — Historical Pattern Analysis: List ten significant events from the past two years — five positive, five negative. For each, complete the following table:

After completing the table: - What is your dominant attribution pattern for positive events? - What is your dominant attribution pattern for negative events? - Is there an asymmetry? (Do you attribute successes differently than failures?)

Part B — Action-Orientation Analysis: For each of the ten events, answer: "Given this outcome, what did I actually do next?"

Classify each response as: (a) withdrawal, (b) rumination without action, (c) analysis without action, or (d) analysis with action.

Write a 500-word analysis of your attribution and action patterns, and a 200-word change plan targeting your weakest area.

Exercise 5.2 — Primary Literature Review Find and read at least one primary research article on locus of control (the Rotter 1966 paper is publicly available in many library databases; many more recent studies are available through Google Scholar). Write a 600-word critical summary including:

a) The study's core question and methodology b) Key findings and effect sizes c) How the findings complement or complicate the chapter's discussion d) One limitation of the study you would address if replicating it

Exercise 5.3 — Gig Economy Field Research Design a mini-research project on locus of control among gig economy workers (Uber/Lyft drivers, freelancers, food delivery workers, online creators). This does not require formal IRB approval if you keep it to informal conversations.

a) Design five open-ended interview questions that would reveal a participant's attribution style without directly asking about locus of control. b) Conduct at least three conversations (with consent) using your questions. c) Analyze: Where do participants locate control over their income and working conditions? What attribution patterns emerge? d) How does their locus profile compare to what the chapter predicts for gig workers? e) What would you need to do to turn this into a rigorous research study?

Exercise 5.4 — Cross-Domain Application Choose a domain you care about (content creation, entrepreneurship, athletics, music, academic research, social activism) and apply the locus of control framework in full.

Write a 1,000-word analysis that: a) Describes the structural external factors that genuinely shape outcomes in this domain b) Identifies the internal, controllable behaviors that produce differential outcomes within that structure c) Describes the "optimal attribution style" for someone in this domain d) Identifies the specific locus of control distortions most common in this domain (its version of "algorithm locus" or "hustle locus") e) Proposes a practical program for developing calibrated attribution style specifically for this domain