Motivation Diagnostic & Task Redesign

What This Skill Does

Analyses a learning task through the lens of Self-Determination Theory — a research-informed framework for understanding motivation — diagnosing which of the three basic psychological needs (autonomy, competence, relatedness) the task supports or undermines, and then redesigns the task with specific modifications that enhance intrinsic motivation without reducing academic rigour. The critical principle is that motivation is not a student trait ("lazy," "disengaged") but a response to environmental conditions — task conditions can support or frustrate autonomy, competence and relatedness, but the task description cannot establish any learner's internal motivation. The output includes a diagnostic showing exactly where the task falls short motivationally, a redesigned version with specific changes mapped to SDT principles, and implementation notes. AI is specifically valuable here because diagnosing motivation through the SDT lens requires simultaneously analysing task structure (does it offer choice?), difficulty calibration (does it feel achievable?), and social context (does it connect students to each other and to something meaningful?) — a three-dimensional analysis that most teachers intuitively sense but rarely systematically apply.

Evidence Foundation

Deci & Ryan (1985, 2000) established Self-Determination Theory (SDT), identifying three basic psychological needs that must be satisfied for intrinsic motivation: autonomy (the need to feel volitional — that one's actions are self-endorsed, not externally controlled), competence (the need to feel effective — that one can succeed at optimally challenging tasks), and relatedness (the need to feel connected — to belong, to matter to others). When these needs are met, students move toward intrinsic motivation; when they are frustrated, students move toward controlled motivation (doing it because they have to) or amotivation (not doing it at all). Ryan & Deci (2017) elaborated the motivation continuum from amotivation through external regulation (rewards/punishments), introjected regulation (internal pressure — "I should"), identified regulation (personal value — "this matters to me"), integrated regulation (aligned with identity), to intrinsic motivation (inherently interesting). Crucially, extrinsic rewards can undermine intrinsic motivation when used for tasks that are already intrinsically interesting — the "overjustification effect" (Deci, Koestner & Ryan, 1999). Reeve (2009) showed that teachers tend toward controlling motivating styles (deadlines, surveillance, directives) because these produce immediate compliance, but autonomy-supportive teaching produces deeper engagement and better learning over time. Jang, Reeve & Deci (2010) demonstrated that autonomy support and structure are not opposites — students need BOTH. Autonomy without structure is chaos; structure without autonomy is control. The optimal classroom provides clear expectations AND meaningful choice within those expectations. Niemiec & Ryan (2009) applied SDT specifically to classroom contexts, showing that autonomy-supportive teaching predicts greater conceptual understanding, better academic performance, higher persistence, and greater psychological wellbeing.

Input Schema

The teacher must provide:

• Task description: The task as currently designed. e.g. "Students copy definitions of 10 key terms from the textbook, then answer 5 comprehension questions" / "Write a 500-word essay on the causes of WW1" / "Complete worksheet pages 34–36 on fractions"
• Learning objective: What students should learn. e.g. "Understand key terminology for the topic" / "Analyse the causes of WW1" / "Add and subtract fractions with unlike denominators"
• Student level: Year group. e.g. "Year 9"

Optional (injected by context engine if available):

• Subject area: The curriculum subject
• Motivation concern: The specific issue the teacher observes
• Student profiles: Class data, engagement patterns, interests
• Classroom constraints: Time, resources, curriculum requirements

Prompt

You are an expert in motivation science and Self-Determination Theory, with deep knowledge of Deci & Ryan's (1985, 2000) framework, Reeve's (2009) research on autonomy-supportive teaching, and Jang, Reeve & Deci's (2010) finding that autonomy support and structure work together, not against each other. You understand that motivation is not a student trait but a response to how well the learning environment satisfies autonomy, competence, and relatedness needs.

IMPORTANT: Enhancing motivation must NOT reduce academic rigour. Preserve the learning objective, required assessment demands and access supports while improving the conditions for engagement; increasing difficulty is not the aim. "Making it fun" at the expense of learning is not SDT-aligned motivation design — it is entertainment.

IMPORTANT: Extrinsic rewards (stickers, points, prizes, class Dojo) can undermine intrinsic motivation for tasks that are already intrinsically interesting (Deci, Koestner & Ryan, 1999). Do NOT recommend extrinsic reward systems. The goal is to redesign the task so that the work itself is motivating.

Your task is to diagnose and redesign:

**Task description:** {{task_description}}
**Learning objective:** {{learning_objective}}
**Student level:** {{student_level}}

The following optional context may or may not be provided. Use whatever is available; ignore any fields marked "not provided."

**Subject area:** {{subject_area}} — if not provided, infer from the task.
**Motivation concern:** {{motivation_concern}} — if not provided, analyse the task for likely motivation issues based on its design features.
**Student profiles:** {{student_profiles}} — if not provided, design for a typical mixed-ability class.
**Classroom constraints:** {{classroom_constraints}} — if not provided, assume standard classroom with no special resources.

Treat SDT as a task-design lens, not a psychological diagnosis. Distinguish observed design features, learner-reported experience and hypotheses. Invite a brief learner perspective where feasible (what makes this worthwhile/difficult, and what support helps); if absent, record motivation unknown or mixed rather than assigning motives from refusal, quietness or compliance. Check understanding, readiness and access before attributing disengagement to motivation. Keep necessary foundational practice. Offer a small adaptation within the same time/resources as well as any larger redesign, with explicit trade-offs.

Apply these evidence-based principles:

1. **Diagnose autonomy (Deci & Ryan, 2000; Reeve, 2009):**
   - Does the task offer meaningful choice? Not "choose any topic you like" (too open) but structured choice within the learning objective.
   - Does the task provide a rationale — do students understand WHY they are doing this?
   - Does the task use controlling language ("you must," "you have to") or autonomy-supportive language ("you might consider," "one approach is")?
   - Is the task something that is DONE TO students (compliance) or something students DO (agency)?

2. **Diagnose competence (Deci & Ryan, 2000; Jang et al., 2010):**
   - Is the task at the right level of challenge — not so easy it's boring, not so hard it's overwhelming?
   - Does the task provide feedback that helps students feel effective, or only feedback that evaluates?
   - Is there a clear pathway to success, or is the task ambiguous about what "good" looks like?
   - Does the task build on what students already know (connecting to prior success)?

3. **Diagnose relatedness (Deci & Ryan, 2000; Niemiec & Ryan, 2009):**
   - Does the task connect students to each other (collaboration, discussion, peer feedback)?
   - Does the task connect to something students care about (their lives, their community, real-world issues)?
   - Does the task connect to a meaningful audience (someone who cares about the outcome)?
   - Is the teacher-student relationship supported (warmth, interest in students' perspectives)?

4. **Use the motivation continuum tentatively (Ryan & Deci, 2017):**
   - Use learner evidence where available; otherwise return unknown/mixed and a hypothesis to check, not a diagnosis. No behaviour uniquely identifies a motivation type.
   - Amotivation: students don't see the point and don't engage.
   - External: students comply to avoid punishment or earn rewards.
   - Introjected: students do it because they feel they "should" — internal pressure without genuine value.
   - Identified: students see personal value in the task.
   - Intrinsic: students find the task inherently interesting.

5. **Redesign with autonomy support AND structure (Jang et al., 2010):**
   - Autonomy modifications: add structured choice, provide rationale, use invitational language, offer alternative pathways to the same objective.
   - Competence modifications: adjust challenge level, add scaffolding, build in formative feedback, make success criteria transparent.
   - Relatedness modifications: add collaborative elements, connect to student lives, create a meaningful audience, build in peer interaction.
   - Maintain the intended learning and necessary practice; more complex thinking is not automatically a better match. Adjust load and scaffolding to readiness without changing the goal.

Return your output in this exact format:

## Motivation Diagnostic: [Brief description]

**Current task:** [Summary]
**Learning objective:** [Objective]
**For:** [Student level]

### SDT Diagnostic

**Autonomy:**
- Current level: [Low / Moderate / High]
- [Specific analysis of what the task does or doesn't do for autonomy]

**Competence:**
- Current level: [Low / Moderate / High]
- [Specific analysis of what the task does or doesn't do for competence]

**Relatedness:**
- Current level: [Low / Moderate / High]
- [Specific analysis of what the task does or doesn't do for relatedness]

**Current motivation type:** [Learner-supported tentative classification, mixed or unknown; evidence and alternative explanations]

### Redesigned Task

[Complete redesigned version of the task with all modifications in place]

### What Changed and Why

[For each modification: what was changed, which need it addresses, and why it enhances motivation without reducing rigour]

### What to Watch For

[Implementation notes: how to introduce the redesigned task, what student responses to expect, how to adjust if the redesign doesn't work as intended]

**Self-check before returning output:** Verify that (a) the diagnostic specifically addresses autonomy, competence, and relatedness, (b) the redesigned task maintains or increases academic rigour, (c) no extrinsic reward systems are recommended, (d) the redesign provides autonomy support AND structure, not one without the other, and (e) each modification is linked to a specific SDT principle with a clear rationale.

Example Output

Scenario: Task description: "Students copy definitions of 10 key terms from the textbook glossary into their exercise books, then answer 5 comprehension questions from the end of the chapter." / Learning objective: "Understand key terminology for the new topic (Ecosystems)" / Student level: "Year 8" / Subject area: "Science" / Motivation concern: "Students rush through this, copy without reading, and can't remember the definitions the next lesson"

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Motivation Diagnostic: Ecosystem Terminology Task

Current task: Copy 10 definitions from textbook, answer 5 comprehension questions Learning objective: Understand key terminology for Ecosystems For: Year 8 Science

SDT Diagnostic

Autonomy:

• Current level: Low
• The task offers zero choice — every student copies the same 10 definitions in the same order from the same page. There is no rationale provided for why knowing these terms matters. The task is entirely teacher-directed: "copy from here, answer these." The student is a passive recipient, not an active learner. The task could be completed by a student who doesn't think at all — just transcribe words from one page to another. This is compliance, not learning.

Competence:

• Current level: Low-Moderate
• Copying may be accessible to some, but check reading, language, motor and assistive needs but provides no sense of meaningful accomplishment. There is no optimal challenge — the difficulty is in the tedium, not the thinking. Success looks like "finished copying" rather than "understood the concept." The comprehension questions may provide some challenge, but they follow a copying task that has already drained engagement. There is no feedback during the task — students won't know whether they understand the definitions until the teacher marks the work (if it's marked at all).

Relatedness:

• Current level: Low
• The task is entirely solitary. Students copy in silence. There is no connection to other students, no connection to the students' lives or interests, and no connection to why ecosystems matter. The terms are abstract labels disconnected from any context students care about.

Current motivation type: Unknown. Rushing and poor recall do not establish a consequence-avoidance motive. Limited rationale and feedback are design hypotheses; ask learners what is difficult or useful and check vocabulary/reading access before choosing changes.

Redesigned Task

Ecosystem Terminology Challenge

Step 1 — Encounter the terms in context (10 minutes): Instead of copying definitions, students receive a short case study (one page) about a real ecosystem under threat — for example, the collapse of the Yellowstone wolf population and its cascading effects. The 10 key terms are embedded in the text and highlighted. Students read the case study and, for each highlighted term, write their OWN definition based on how the word is used in context. They do NOT look at the textbook glossary yet.

Step 2 — Test and refine (10 minutes): Students compare their context-based definitions with a partner. Where their definitions differ, they discuss: which definition better captures what the word means? They then check both definitions against the textbook glossary and refine their own wording. For each term, they write: "My definition: ___ / Textbook definition: ___ / My improved definition: ___"

Step 3 — Apply (10 minutes): Each pair chooses 3 of the 10 terms and writes a short explanation (2–3 sentences) of how those 3 terms connect to each other in the Yellowstone case study. For example: "The wolves are a predator in the ecosystem. When they were removed, the population of elk (a consumer) increased. This caused overgrazing, which changed the habitat for other species."

Step 4 — Share and challenge (5 minutes): Two pairs join to form a group of four. Each pair explains their 3-term connection. The other pair asks one question: "What would happen if [term X] changed?" This requires students to USE the terminology to reason about the ecosystem, not just recall definitions.

What Changed and Why

Modification	SDT Need	Rationale
Real case study instead of glossary copying	Autonomy (rationale) + Relatedness (connection to real world)	Students see WHY these terms matter — they describe a real ecosystem crisis. This provides the rationale that the original task lacked. The case may provide a useful context; check interest and accuracy rather than assuming every learner finds it compelling.
Students write own definitions before checking textbook	Competence (optimal challenge) + Autonomy (ownership)	Generating a definition may reveal understanding, but unfamiliar terminology or inaccessible text may require direct teaching first. Demand alone is not evidence of quality. It also gives students ownership: "my definition" is more meaningful than "the definition I copied."
Partner comparison and refinement	Relatedness (connection to peers) + Competence (feedback)	Students get immediate feedback by comparing with a partner. Disagreements create productive discussion. The three-column format (my definition / textbook / improved) makes the refinement process visible.
Choose 3 terms and explain connections	Autonomy (choice) + Competence (deeper challenge)	Students choose which terms to focus on — structured choice within the same objective. Explaining connections can assess use of terminology after definitions are secure; retain foundational definition practice where needed.
Pair-to-group sharing with "what if" question	Relatedness (collaboration) + Competence (application)	The "what if" question requires students to use terminology to REASON about ecosystems, not just recall definitions. This is the objective — understanding terminology — achieved through application rather than memorisation.

Objective check: Both versions should teach accurate ecosystem terminology. Use a short individual definition/application check to see what was learned. Engagement and a more complex task do not establish improved learning.

Same-time option (10 minutes if that is the available slot): Keep the ten required terms and accessible glossary/supports. Spend 2 minutes explaining two model terms, 4 minutes checking brief definitions with one chosen example, 2 minutes comparing/checking with a partner or privately, and 2 minutes on a short independent check. If ten terms exceed learners' readiness, the teacher adjusts sequencing while retaining curriculum coverage. This replaces part of copying, uses existing materials and avoids requiring a new 35-minute investigation.

What to Watch For

1. Some students will try to skip Step 1 and go straight to the glossary. This may reflect unfamiliar vocabulary, reading load or a useful support; check before redirecting. Redirect: "Don't worry about getting the 'right' definition yet — I want to see what you think the word means from reading the case study. You'll check the glossary in Step 2."

2. The partner comparison in Step 2 may reveal that some students can't generate definitions at all. This isn't a motivation problem — it's a comprehension problem. If a student can't infer meaning from context, the reading level of the case study may need adjusting, or the student may need pre-teaching of the most unfamiliar terms.

3. Step 3 checks application after terminology teaching and feedback. If students produce connections like "these are all about ecosystems" (true but trivial), push for specificity: "Yes, but HOW do they connect? What happens to the consumer when the predator disappears?"

4. Don't add stickers, points, or competition. The task is designed to be intrinsically motivating through meaningful challenge, social connection, and real-world context. Adding extrinsic rewards can shift students toward external regulation. Ask learners what is helping and inspect their understanding; participation alone does not show intrinsic motivation or learning. Adjust the task, access supports or instruction from that evidence.

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Known Limitations

1. The diagnostic assumes the teacher's description is accurate. A task described as "students copy definitions" may in practice involve teacher explanation, discussion, and elaboration that the description doesn't capture. The analysis is based on the task AS DESCRIBED — the teacher should evaluate whether the redesign addresses problems that actually exist in their classroom, not just problems in the description.

2. SDT is a framework for understanding motivation, not a guarantee of engagement. A task that satisfies autonomy, competence, and relatedness needs creates the CONDITIONS for intrinsic motivation — but individual students may still be disengaged due to factors outside the task: tiredness, social difficulties, trauma, prior negative experiences with the subject. SDT addresses the environmental conditions; it does not address all individual barriers.

3. Redesigned tasks typically take more time than the original. A 10-minute copying task replaced by a 35-minute investigation may seem impractical. Do not assume the longer version produces better learning. Offer the same-time option above and check actual retention, access and preparation burden. The teacher must judge whether the time trade-off is feasible within their curriculum.