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Academic Motivation Scale

Academic Motivation Scale – College Version (AMS-C)

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Scale:
1 = Does not correspond at all, 2 = Corresponds very little, 3 = Corresponds a little, 4 = Corresponds moderately, 5 = Corresponds strongly, 6 = Corresponds very strongly, 7 = Corresponds exactly

Academic Motivation Scale – College Version (AMS-C)

Please indicate the extent to which each statement corresponds to the reason why you go to college. Use the scale below to answer each item.
I believe that without a college degree, I won’t be able to find a high-paying job later on.(Required)
I enjoy learning new things because it brings me pleasure and satisfaction.(Required)
I often feel like I’m wasting my time in school.(Required)
I believe college is helping me prepare for the career I want.(Required)
I feel strong emotions when I express my own ideas to others.(Required)
I used to have good reasons for attending college, but now I question whether I should continue.(Required)
I find personal satisfaction in striving for excellence in my studies.(Required)
I want to prove to myself that I can complete my college degree.(Required)
I feel excited when I discover new things I’ve never seen or learned before.(Required)
I don’t see the point of going to college and honestly, I don’t care.(Required)
I believe a college diploma is necessary for many jobs.(Required)
I want to show myself that I’m an intelligent person.(Required)
I feel satisfied when I successfully tackle difficult academic challenges.(Required)
I feel a sense of importance when I succeed in college.(Required)
I want to live a good life in the future.(Required)
I enjoy reading interesting authors and learning from them.(Required)
I’m unsure why I’m in school and often feel confused about it.(Required)
I believe college will help me make better choices about my career.(Required)
I genuinely enjoy going to school.(Required)
I believe college will help me enter a career field that I enjoy.(Required)
I enjoy the feeling I get when I exceed my own expectations.(Required)
I want to prove to myself that I can succeed in school.(Required)
I often question if college is really worth it.(Required)
I want to earn a better salary in the future.(Required)
I believe more education will help me become a better worker.(Required)
I feel excited when I read about interesting topics.(Required)
I don’t know why I go to school and struggle to find meaning in it.(Required)
I want to be successful and feel like a “winner” in life.(Required)
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Scoring Sheet

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Intrinsic Motivation – To Know

About This Report:
This report is based on the Academic Motivation Scale (AMS) developed by Vallerand et al. (1992), a validated tool grounded in Self-Determination Theory (Deci & Ryan, 1985). The AMS identifies types of student motivation including intrinsic, extrinsic, and amotivation. Ivy Consulting Group reworded the original items for accessibility, using additional research to support clarity and real-world application. This expanded interpretation was developed by Ivy Consulting Group for personal insight and educational guidance.

What This Means About You

You are someone who finds deep satisfaction in learning. You enjoy understanding new concepts, asking questions, and exploring knowledge just for the sake of it. Learning isn't just a requirement for you—it's a personal experience that brings joy and meaning.

Your Strength

This is one of the most powerful and lasting types of motivation. Research shows it’s associated with better academic outcomes, stronger engagement, and personal fulfillment (Ryan & Deci, 2000). You are likely to persist in learning even when it's difficult—because you value the process itself.

You Might Notice That You:

  • Feel curious and excited about academic subjects
  • Enjoy exploring topics beyond class assignments
  • Prefer learning deeply over memorizing facts
  • Ask questions or research topics on your own time

What You Can Do to Stay Motivated

  • Pick paper topics or electives that interest you personally
  • Make connections between classwork and real-world issues
  • Join student groups or online communities where you can share ideas
  • Teach others what you’ve learned—it deepens your own understanding
  • Keep a journal of what excites you in school—it helps track your interests

How This Relates to Your Career Path

If you scored highest in this area, you may thrive in careers that offer intellectual challenge, creativity, and growth. Roles in education, research, psychology, tech, law, and writing often allow for continued learning and exploration (Guay et al., 2008).

To explore careers aligned with this strength:

  • Look into research-heavy or inquiry-based professions
  • Seek internships that involve critical thinking or analysis
  • Connect with professionals in fields like education, STEM, or humanities
  • Use online career tools to match your interests to real job options

Summary

Your natural curiosity is one of your greatest academic and personal assets. While others may focus solely on grades or outcomes, you find value in the experience of learning itself. This makes you a resilient, independent learner with the potential to thrive in college and beyond. Careers that challenge your mind and let you keep growing will likely bring you the most fulfillment. The journey matters to you—and that mindset opens doors others might miss (Deci & Ryan, 2017).

APA References

  • Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Springer.
  • Deci, E. L., & Ryan, R. M. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press.
  • Guay, F., Ratelle, C. F., & Chanal, J. (2008). Optimal learning in optimal contexts: The role of self-determination in education. Canadian Psychology, 49(3), 233–240.
  • Vallerand, R. J., Blais, M. R., Brière, N. M., & Pelletier, L. G. (1992). Construction and validation of the Academic Motivation Scale. Canadian Journal of Behavioural Science, 24(3), 300–318.

Disclaimer: This report is designed for educational reflection and motivational insight. It is not intended as psychological diagnosis, academic advising, or career counseling. Students are encouraged to speak with a qualified advisor or mental health professional for personalized support.

Intrinsic Motivation – Toward Accomplishment

About This Report:
This report is based on the Academic Motivation Scale (AMS) developed by Vallerand et al. (1992), a widely respected measure grounded in Self-Determination Theory (Deci & Ryan, 1985). Ivy Consulting Group reworded the original items for clarity and accessibility, especially for use with diverse student populations. This expanded interpretation and career alignment guidance were also developed by Ivy Consulting Group to support academic reflection and goal setting.

What This Means About You

You are driven by the desire to accomplish, to improve, and to overcome challenges. You don’t just want to finish your tasks—you want to do them well. The process of achieving something hard gives you personal satisfaction and helps build your confidence.

Your Strength

This motivation style gives you resilience. You’re likely someone who sets goals, works hard, and takes pride in completing things—even when they’re tough. According to Self-Determination Theory, this type of intrinsic motivation helps promote persistence, especially in challenging academic or career pathways (Deci & Ryan, 2017).

You Might Notice That You:

  • Feel proud after finishing difficult assignments or tests
  • Motivate yourself by setting performance goals
  • Prefer tasks that push your limits or challenge your skills
  • Measure success by what you learn and achieve—not just your grades

What You Can Do to Stay Motivated

  • Set specific academic goals (weekly or semester-based)
  • Track your progress—it’s motivating to see how far you’ve come
  • Celebrate accomplishments—big or small
  • Turn setbacks into learning opportunities instead of discouragement
  • Mentor or tutor others—it reinforces your knowledge and sense of achievement

How This Relates to Your Career Path

This type of motivation is linked to high performance in careers where meeting challenges is a daily part of the job. Whether it’s solving problems, leading projects, or reaching milestones, your drive to succeed makes you a valuable asset. You may thrive in professions like business, healthcare, engineering, entrepreneurship, or skilled trades—fields where persistence and personal accomplishment are highly rewarded (Guay et al., 2008).

To explore careers aligned with this strength:

  • Look for goal-oriented roles that involve measurable success
  • Explore internships that challenge you and help build skill mastery
  • Consider leadership, project-based, or hands-on work environments
  • Speak with professionals in high-achievement fields to learn what drives them

Summary

Your motivation to accomplish is one of your biggest strengths. You find fulfillment in achieving what you set out to do—especially when the path is challenging. This type of motivation fuels both confidence and competence and can be a key predictor of long-term academic and professional success. Keep setting goals that excite you and reflect your values. When you align your effort with purpose, you’re not just working—you’re growing into who you want to become (Deci & Ryan, 2017).

APA References

  • Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Springer.
  • Deci, E. L., & Ryan, R. M. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press.
  • Guay, F., Ratelle, C. F., & Chanal, J. (2008). Optimal learning in optimal contexts: The role of self-determination in education. Canadian Psychology, 49(3), 233–240.
  • Vallerand, R. J., Blais, M. R., Brière, N. M., & Pelletier, L. G. (1992). Construction and validation of the Academic Motivation Scale. Canadian Journal of Behavioural Science, 24(3), 300–318.

Disclaimer: This report is designed for educational reflection and motivational insight. It is not intended as psychological diagnosis, academic advising, or career counseling. Students are encouraged to speak with a qualified advisor or mental health professional for personalized support.

Intrinsic Motivation – To Experience Stimulation

About This Report:
This report is based on the Academic Motivation Scale (AMS) developed by Vallerand et al. (1992), grounded in Self-Determination Theory (Deci & Ryan, 1985). Ivy Consulting Group has reworded the original AMS items for clarity and accessibility, particularly for diverse student populations. This interpretation expands on AMS findings with career insights and motivation coaching to support deeper self-awareness and goal alignment.

What This Means About You

You are energized by emotionally engaging, exciting, or creative learning experiences. You're not just seeking knowledge—you want to feel something while you learn. Whether it’s curiosity, inspiration, or even joy, you’re most motivated when learning sparks your senses or emotions.

Your Strength

This kind of motivation keeps you connected to the human side of learning. It helps you stay present and curious and makes education feel vibrant rather than routine. You’re likely to be deeply engaged in hands-on projects, group discussions, or topics that connect to your passions (Ryan & Deci, 2000).

You Might Notice That You:

  • Feel most engaged during passionate discussions or exciting projects
  • Love topics that evoke emotion, creativity, or self-expression
  • Prefer learning through art, stories, music, or real-world examples
  • Lose motivation when lessons feel flat, repetitive, or disconnected

What You Can Do to Stay Motivated

  • Choose assignments that let you express yourself creatively
  • Bring energy into your studying—try music, color-coding, or visuals
  • Join classes, groups, or discussions where people are passionate
  • Connect learning to real-life situations or causes that matter to you
  • Use emotions to remember and relate to content—don’t be afraid to “feel it”

How This Relates to Your Career Path

This type of motivation often aligns with fields that involve creativity, human connection, performance, or emotional intelligence. You may enjoy careers in communication, performing arts, design, teaching, counseling, social work, or advocacy—areas where your ability to engage emotionally makes you stand out (Guay et al., 2008).

To explore careers aligned with this strength:

  • Look into fields where emotional connection or storytelling is central
  • Explore arts, media, education, psychology, or public speaking roles
  • Intern or volunteer in dynamic, people-focused environments
  • Ask professionals what excites them about their work—see what resonates with you

Summary

You bring energy and emotion into your learning—and that’s a gift. While others might power through coursework out of duty, you’re fueled by the *experience* of learning. That emotional engagement gives you the power to inspire others and to find purpose in your work. Careers that light you up—intellectually and emotionally—are likely to bring the deepest satisfaction. Don’t be afraid to follow your excitement—it’s often pointing you toward your future (Deci & Ryan, 2017).

APA References

  • Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Springer.
  • Deci, E. L., & Ryan, R. M. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press.
  • Guay, F., Ratelle, C. F., & Chanal, J. (2008). Optimal learning in optimal contexts: The role of self-determination in education. Canadian Psychology, 49(3), 233–240.
  • Vallerand, R. J., Blais, M. R., Brière, N. M., & Pelletier, L. G. (1992). Construction and validation of the Academic Motivation Scale. Canadian Journal of Behavioural Science, 24(3), 300–318.

Disclaimer: This report is designed for educational reflection and motivational insight. It is not intended as psychological diagnosis, academic advising, or career counseling. Students are encouraged to speak with a qualified advisor or mental health professional for personalized support.

Extrinsic Motivation – Identified Regulation

About This Report:
This interpretation is based on the Academic Motivation Scale (AMS) created by Vallerand et al. (1992), which assesses motivation types according to Self-Determination Theory (Deci & Ryan, 1985). Ivy Consulting Group has reworded the original items for improved clarity and inclusivity. This expanded version adds practical insight and career guidance to help students reflect on their long-term goals and values.

What This Means About You

You are motivated by a clear sense of purpose. You may not love every assignment, but you see how your college education supports your long-term goals. You’ve internalized the value of learning, even if it’s not always exciting in the moment. You’re here because you’ve chosen to be—and that’s powerful.

Your Strength

This is one of the most meaningful types of extrinsic motivation. It means you’ve aligned school with your personal values and future goals. Unlike pressure-based motivation, this one comes from a place of self-ownership, and it’s strongly linked to persistence, goal achievement, and psychological well-being (Ryan & Deci, 2000).

You Might Notice That You:

  • Feel motivated because you want to reach career or life goals
  • Value your education even if you don’t always enjoy every subject
  • Connect your schoolwork to something bigger—like family, purpose, or legacy
  • Push yourself because your goals matter to you, not just others

What You Can Do to Stay Motivated

  • Remind yourself regularly of your long-term “why”
  • Reflect on how each class or assignment fits into your bigger picture
  • Set personal goals for learning that go beyond grades
  • Talk to mentors or professionals in your field to stay inspired
  • Write down or visualize the kind of life or career you’re working toward

How This Relates to Your Career Path

People who score high in this area often choose careers that align with their values, identity, and life vision. You’re likely to find meaning in careers that reflect your beliefs—whether that’s helping others, advocating for change, creating something new, or building a better future. This motivation style is often found in education, medicine, nonprofit work, law, psychology, public service, and mission-driven entrepreneurship (Guay et al., 2008).

To explore careers aligned with this strength:

  • Think about what kind of problems or communities you want to help
  • Explore purpose-driven work environments and mission statements
  • Use career assessments to explore value alignment, not just skill fit
  • Volunteer or intern in settings that reflect your personal values

Summary

Your motivation reflects maturity, focus, and intention. You may not always enjoy the work, but you know why you’re doing it—and that keeps you moving. This kind of motivation is one of the most reliable predictors of long-term success because it's based on choice and meaning. Keep refining your goals and revisiting your values. When your actions and your future are aligned, your motivation becomes unstoppable (Deci & Ryan, 2017).

APA References

  • Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Springer.
  • Deci, E. L., & Ryan, R. M. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press.
  • Guay, F., Ratelle, C. F., & Chanal, J. (2008). Optimal learning in optimal contexts: The role of self-determination in education. Canadian Psychology, 49(3), 233–240.
  • Vallerand, R. J., Blais, M. R., Brière, N. M., & Pelletier, L. G. (1992). Construction and validation of the Academic Motivation Scale. Canadian Journal of Behavioural Science, 24(3), 300–318.

Disclaimer: This report is designed for educational reflection and motivational insight. It is not intended as psychological diagnosis, academic advising, or career counseling. Students are encouraged to speak with a qualified advisor or mental health professional for personalized support.

Extrinsic Motivation – Introjected Regulation

About This Report:
This report is based on the Academic Motivation Scale (AMS) created by Vallerand et al. (1992), a research-backed tool built on Self-Determination Theory (Deci & Ryan, 1985). The original AMS items were reworded for clarity and relatability by Ivy Consulting Group. This expanded report adds guidance to help students reflect on how internal pressures—like guilt or pride—affect their motivation and career choices.

What This Means About You

You’re motivated by a desire to meet internal expectations or prove your worth—often through achievement. You might push yourself hard because you don’t want to let yourself or others down. This form of motivation can come from pride in success or discomfort when you fall short of your own high standards.

Your Strength

You have drive—and lots of it. People with this motivation style are often hard-working, responsible, and goal-oriented. You care deeply about doing well, which can lead to success in both school and career. However, this motivation can also bring pressure or stress, especially if your self-worth feels tied to achievement (Ryan & Deci, 2000).

You Might Notice That You:

  • Feel guilty when you don’t study or perform well
  • Push yourself to prove something—to yourself or others
  • Feel pressure to succeed, even if it’s exhausting
  • Measure your value based on grades or performance

What You Can Do to Stay Motivated (and Balanced)

  • Celebrate effort, not just outcomes—success is more than a grade
  • Recognize that self-worth isn’t based on academic performance
  • Set goals based on growth, not just perfection
  • Talk to mentors or counselors if pressure becomes overwhelming
  • Practice self-compassion—acknowledge your progress without judgment

How This Relates to Your Career Path

This motivation style is common among high achievers and perfectionists. You may excel in structured, results-driven environments—like business, law, medicine, finance, or competitive academics. However, it's important to choose a career that offers personal fulfillment, not just external validation. Otherwise, burnout can follow even the most successful paths (Guay et al., 2008).

To explore careers aligned with this strength:

  • Look into fields where performance is rewarded but support is available
  • Find workplaces that promote balance, mentorship, and self-growth
  • Consider coaching, counseling, or personal development roles—you may want to help others through similar experiences
  • Explore your values—not just what you're good at, but what feels meaningful

Summary

Your drive to succeed can take you far—but remember, you don’t have to prove your worth. You already have value, regardless of your grades or achievements. When you channel your motivation into growth rather than guilt, you create space for confidence, clarity, and well-being. Careers that allow you to grow, reflect, and help others may be especially rewarding for you. Learning to be proud of who you are—not just what you do—is part of the journey (Deci & Ryan, 2017).

APA References

  • Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Springer.
  • Deci, E. L., & Ryan, R. M. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press.
  • Guay, F., Ratelle, C. F., & Chanal, J. (2008). Optimal learning in optimal contexts: The role of self-determination in education. Canadian Psychology, 49(3), 233–240.
  • Vallerand, R. J., Blais, M. R., Brière, N. M., & Pelletier, L. G. (1992). Construction and validation of the Academic Motivation Scale. Canadian Journal of Behavioural Science, 24(3), 300–318.

Disclaimer: This report is designed for educational reflection and motivational insight. It is not intended as psychological diagnosis, academic advising, or career counseling. Students are encouraged to speak with a qualified advisor or mental health professional for personalized support.

Extrinsic Motivation – External Regulation

About This Report:
This report is based on the Academic Motivation Scale (AMS), developed by Vallerand et al. (1992) and rooted in Self-Determination Theory (Deci & Ryan, 1985). Ivy Consulting Group reworded the original AMS items to improve clarity, cultural relevance, and student accessibility. This expanded version includes career-related insights and motivational guidance tailored to students who are driven by external goals and expectations.

What This Means About You

You’re motivated by outcomes like good grades, job prospects, money, or meeting expectations from others. You may not always enjoy the process of learning—but you recognize that college is a path to rewards and success. You're driven to “get things done” because of what’s at stake.

Your Strength

This kind of motivation is realistic and practical. You know that hard work can lead to opportunity, and you're focused on achieving tangible goals. While this motivation can sometimes feel pressure-filled, it can also keep you disciplined and focused—especially when you're clear about the reward (Ryan & Deci, 2000).

You Might Notice That You:

  • Are motivated by rewards like grades, income, or recognition
  • Feel pressure to meet expectations set by family, culture, or society
  • Work hard even if you're not interested in the subject itself
  • Measure success by outcomes—like passing, earning, or achieving

What You Can Do to Stay Motivated

  • Link academic work directly to your future goals (e.g., better job, stability)
  • Visualize what success looks like—career, lifestyle, freedom
  • Use structured rewards—treat yourself after completing tough tasks
  • Balance pressure with meaning—ask, “What does this opportunity open up for me?”
  • Reframe challenges as investments in your future, not just requirements

How This Relates to Your Career Path

This type of motivation often leads to success in structured, performance-oriented environments. You might do well in fields that offer clear benchmarks and external rewards—such as finance, business, healthcare, law enforcement, tech, or trades. The key is to choose a path where the external rewards match your lifestyle and long-term goals (Guay et al., 2008).

To explore careers aligned with this strength:

  • Look into fields that provide stability, clear pathways, or financial incentives
  • Speak with professionals about salary expectations, job security, and benefits
  • Explore industries that offer advancement and recognition opportunities
  • Consider your values—what rewards matter most to you personally?

Summary

You have a goal-focused mindset and understand how education can lead to real-world rewards. While your motivation may be based on external results, that doesn't make it less valuable—it shows you're pragmatic and strategic. Over time, consider blending this motivation with more internal goals, such as personal growth or passion. When your hard work aligns with both external success and internal fulfillment, you’ll experience not just achievement—but purpose (Deci & Ryan, 2017).

APA References

  • Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Springer.
  • Deci, E. L., & Ryan, R. M. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press.
  • Guay, F., Ratelle, C. F., & Chanal, J. (2008). Optimal learning in optimal contexts: The role of self-determination in education. Canadian Psychology, 49(3), 233–240.
  • Vallerand, R. J., Blais, M. R., Brière, N. M., & Pelletier, L. G. (1992). Construction and validation of the Academic Motivation Scale. Canadian Journal of Behavioural Science, 24(3), 300–318.

Disclaimer: This report is designed for educational reflection and motivational insight. It is not intended as psychological diagnosis, academic advising, or career counseling. Students are encouraged to speak with a qualified advisor or mental health professional for personalized support.

Amotivation

About This Report:
This report is based on the Academic Motivation Scale (AMS) developed by Vallerand et al. (1992), grounded in Self-Determination Theory (Deci & Ryan, 1985). The original AMS questions were reworded by Ivy Consulting Group to improve clarity and relatability for diverse student populations. This expanded report is designed to help students explore disconnection from academic motivation with empathy, insight, and hope for growth.

What This Means About You

If you scored highest in amotivation, it likely means you're feeling unsure about why you're in school right now. You may feel disconnected, discouraged, or uncertain about what this journey is really for. It doesn't mean you're lazy or incapable—it means you're in a season where you're searching for meaning, direction, or energy. That happens to many students, and it’s something you can absolutely move through.

Your Strength

Even in this space of uncertainty, you’ve taken a step by reflecting. That self-awareness takes courage. You might not feel motivated yet—but you’re not stuck. Amotivation is often a signal that something important is missing: clarity, connection, confidence, or support. Once you begin to explore and address those areas, motivation can return—and often, come back stronger (Ryan & Deci, 2000).

You Might Notice That You:

  • Struggle to find a reason for going to school
  • Feel like you're going through the motions or wasting time
  • Experience burnout, boredom, or disconnection
  • Question whether school is the right path for you right now

What You Can Do to Reconnect with Motivation

  • Talk to someone—an advisor, mentor, counselor, or trusted friend
  • Explore classes or activities that spark even a small amount of curiosity
  • Start small—set one goal you can complete this week, just for you
  • Reflect on what used to excite or inspire you—career dreams, causes, talents
  • Give yourself grace—it’s okay not to have it all figured out yet

How This Relates to Your Career Path

Amotivation is often a signal that you're not yet aligned with your purpose—not that you don't have one. Many people discover their future path by first feeling lost. This may be the start of a turning point, where you begin exploring what really matters to you. With guidance and reflection, students often shift from amotivation to purpose-driven goals that bring clarity and career direction (Guay et al., 2008).

To take the next step in exploring your future:

  • Visit a campus career center or talk to a coach about your strengths
  • Try a new course, club, or volunteer activity to reconnect with your interests
  • Explore career stories or take online tools to discover what aligns with you
  • Remember: your journey doesn’t have to be linear—it just has to be yours

Summary

If you're feeling lost, it doesn't mean you're behind—it means you're in process. Many successful students and professionals began where you are now: unsure, overwhelmed, or disengaged. What matters is what you do next. Take small steps. Ask honest questions. Seek out support. As you explore your values, passions, and future goals, you’ll find your motivation again—maybe in ways that surprise you. You’re not broken—you’re becoming (Deci & Ryan, 2017).

APA References

  • Deci, E. L., & Ryan, R. M. (1985). Intrinsic motivation and self-determination in human behavior. Springer.
  • Deci, E. L., & Ryan, R. M. (2017). Self-determination theory: Basic psychological needs in motivation, development, and wellness. Guilford Press.
  • Guay, F., Ratelle, C. F., & Chanal, J. (2008). Optimal learning in optimal contexts: The role of self-determination in education. Canadian Psychology, 49(3), 233–240.
  • Vallerand, R. J., Blais, M. R., Brière, N. M., & Pelletier, L. G. (1992). Construction and validation of the Academic Motivation Scale. Canadian Journal of Behavioural Science, 24(3), 300–318.

Disclaimer: This report is designed for educational reflection and motivational insight. It is not intended as psychological diagnosis, academic advising, or career counseling. Students are encouraged to speak with a qualified advisor or mental health professional for personalized support.

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