3.3.5 Self-Validation of One’s Learning

by Richard C. Armstrong (Chemistry, Madison Area Technical College, retired)

The ability to self-validate one’s knowledge is central for lifelong learning and personal growth. Too often, there is a large gap between what students think they know or understand and what they have actually learned. Self-validation is a multi-faceted skill set that allows students to change their mindset from “thinking they know” to “knowing they know.” By cultivating and using an array of validation skills, students will legitimately “own” their learning. This will facilitate their ability to soundly construct higher-level knowledge. This module examines barriers to practicing self-validation and offers proven classroom techniques for overcoming them.
 

Self-Validation Skills

This module guides faculty in identifying and strengthening the self-monitoring and self-correcting skills that can produce more enduring learning in disciplinary contexts. As such, this module is closely connected with 2.2.1 Bloom’s Taxonomy—Expanding its Meaning, 2.3.4 Cognitive Domain, 2.2.2 Elevating Knowledge from Level 1 to Level 3, and 2.2.3 Developing Working Expertise (Level 4 Knowledge). The module is also complements 4.2.2 Becoming a Self-Grower which focuses on skills that promote self-directed learning and self-managed professional growth.

Each of the process areas in the Cognitive Domain (2.3.4) has a cluster of learning skills that underlie self-validation. These learning skills can be related to different levels of learning as shown in Table 1. Note that these skills are hierarchical in the sense that skills identified with higher levels in Bloom’s taxonomy depend on the existence of skills at the lower levels. It is also evident in Table 1 that there is no upper limit for strengthening one’s validation skills. Opportunities exist at all levels in the curriculum and in all levels of professional practice.

There is often a major gap between students’ level of understanding and the level of understanding that faculty expect. Often students prepare for tests by achieving Level 1 and Level 2 knowledge whereas faculty often test for Level 2 and Level 4 knowledge (2.2.1 Bloom’s Taxonomy—Expanding its Meaning). This gap leads to student frustration and, too often, course dropout or failure. These gaps have been identified by The National Task Force on Student Learning by the American Association of Higher Education in “Ten Principles of Learning” (1998). The first principle of learning is the importance of self-monitoring; this underlies many of the validation skills cited in Table 1. Self-monitoring requires individuals to monitor their own learning; to understand how knowledge is acquired, to discern their own capacities and limitations, and to develop strategies for learning based on them, and to be aware of their own ways of knowing in approaching new bodies of knowledge and disciplinary frameworks.

Barriers to Development

Many barriers may interfere with the development of self-validation skills. These include traditional relationships between faculty and students; students’ self-concept of learning; and aspects of institutional culture, such as reward systems for faculty, traditional measures of student success, and learners’ expectations of faculty. Table 2 delineates these barriers and suggests reasons why each exists. While the culture of an institution is more difficult to change, individual faculty members can change their relationships with their students, students’ self-concepts of learning, and students’ expectations of faculty.

When students can validate their own learning, they are more receptive to higher learning challenges and will have increased confidence that they have reached, and even surpassed, the learning expectations of their instructors. If faculty members are going to have a meaningful impact on validation behaviors, they must accept the challenge to do more in their courses than simply “cover the content to be covered.” This requires faculty to move away from a mindset of “filling vessels with knowledge” toward becoming facilitators of student growth and development.

Role of Students

The first major challenge for students is to accept the notion that they are responsible for their own learning. If students do not accept this idea, they will find little need for using validation techniques. “After all,” they may say, “It is the teacher’s job to teach me what I need to know.” To become empowered learners, it is crucial that the students change their mindset (1.2.2 Profile of a Quality Learner). A second challenge for students is to recognize and embrace the long-term goal of becoming self-directed learners. To act on this vision, students will want to improve their skills in validating their knowledge. This is a long-term commitment that takes considerable effort and repeated practice over an extended period of time. Recent research on student learning has concluded that the more actively involved students are in the learning process, and the more responsibility they take for their learning outcomes, the greater their learning results (Bransford, Brown, & Cocking, 1999).

Role of Faculty

Faculty set the stage for the development of students’ learning skills by making course expectations clear. Faculty members must set high expectations and then help students develop the skill sets needed to be successful in that particular course. Most importantly, faculty members must motivate them to become strong independent learners.

“Motivation is purposeful engagement in classroom tasks and study to master concepts and/or skills. Today’s theories about motivation emphasize the importance of factors within the individual, particularly the variables of expectancy and value. If, for example, you believe expressing yourself well in writing is important (value) but you think you do not have the ability to do so (expectancy), then you will have little motivation to apply yourself to a task you think is doomed for failure.” (Cross, 2001)

By enhancing intrinsic motivation in our students, we prepare them for the challenges of growing new learning skills. As faculty members, we must insist that our students accept responsibility for their learning and we must provide the culture and environment necessary to facilitate such substantive change in our students. “The Learning College engages learners in the learning process as full partners, assuming primary responsibility for their own choices and the Learning College creates substantive change in individual learners” (O’Banion, 1999). It is a difficult challenge indeed to motivate students to strengthen their learning skills if they are not held responsible for their own learning. When a college and its faculty acquiesce to student demands for easier instruction, it significantly lowers the bar on student learning, and a college degree does not prepare students for life beyond school (4.3.5 Differentiating Growth from Acquiescence). Instead, students need to be responding to the demands of the college and its faculty by rising to meet learning expectations. Doing so requires students to improve their learning skills. When students are struggling with their work, faculty members should resist the temptation to intervene by offering content. They should rather encourage students to try using more effective learning processes. Instead of validating students’ work for them, faculty members can choose to help students further develop their own validation skills. Instead of modeling problem after problem, faculty members can choose to help students develop a better understanding of the Problem-Solving Methodology. Faculty members are responsible for ensuring that students understand their own current level of learning as well as the expectations of the course.

Self-Validation Techniques

There are seven self-validation techniques for learning:

  1. Concretize the knowledge.
  2. Transfer contexts.
  3. Generalize the knowledge.
  4. Create a general model.
  5. Identify the critical issues.
  6. Use the knowledge in a problem-solving situation.
  7. Teach others.

These are synergistic with the natural processes of the brain (2.1.4 From Synapses to Learning—Understanding Brain Processes), with mastery of different levels of knowledge (2.2.1 Bloom’s Taxonomy—Expanding its Meaning), and with steps of the Learning Process Methodology, (2.3.8 Learning Process Methodology). Some of the techniques are context dependent and would not apply to all learning situations. Nevertheless, a minimum of two validation techniques should be performed to ensure that a particular concept has been learned. By following self-validation techniques modeled by faculty, students will be able to internalize the techniques and use them appropriately on their own.

The following learning scenario illustrates how all seven self-validation techniques may be used. In this situation, a person is learning how to set the time on a car radio. Each example is associated with a relevant validation skill from Table 1.

Concretize the knowledge.

By concretizing knowledge, a learner enhances his or her ability to test perceptions, validate sources, control errors, identify inconsistency, validate completeness, and set boundaries. Learners validate that they have concretized the knowledge by applying it in a very real example.

Pick a specific car (Neon) and find out where the clock control buttons are located. The car manual shows where the buttons are located and explains how to set the time. To set the time in this particular type of car hold in the required reset button and then set the correct hour by pushing in the hour button. Next, set the correct minute by pushing in the minute button. Check to verify that the time is set correctly.

Transfer contexts.

Transferring the knowledge to apply it in a different context enhances a learner’s ability to ensure compatibility, to think skeptically, validate completeness, and set benchmarks. Learners validate their ability to transfer knowledge by applying it in three significantly different contexts.

Pick a different type of car, a VCR, and a microwave oven. For each device, determine whether you need to use the manual or if you can find the possible buttons (or menus) by scanning the options on the control panel. If necessary, look up the information (hopefully you will be able to find it), then follow the detailed sequence to set the appropriate time.

Generalize the knowledge.

By generalizing the knowledge, the learner enhances his or her ability to set benchmarks, to generalize solutions, and to ensure robustness and value. Learners validate that they have generalized the knowledge by testing whether they can find a situation or context in which they cannot apply the knowledge. If they can’t find such a situation, they know that they have generalized the knowledge.

Brainstorm an exhaustive list of possible situations that involve setting clocks with different options and designs. Set up a prioritized sequence of steps that can be followed in any context. Test this strategy to assure that it is a general strategy. Verify that you will rarely need a manual to set a clock by setting clocks in three new contexts.

Create a general model.

This enhances a learner’s ability to ensure sufficiency, think skeptically, generalize solutions, ensure robustness, analyze risks, and ensure value. Learners validate that they can produce a general model by constructing one that represents all the possible cases and can be used to teach others.

Write a “how to” pamphlet for others so that they can use it to learn how to set clocks.

Identify the critical issues.

This technique enhances a learner’s ability to identify inconsistency, ensure compatibility, think skeptically, and set boundaries. Learners validate their knowledge by identifying the top key critical issues or assumptions in the knowledge (about five) and then testing these for understanding.

The following questions raise the most important issues: Where is the activation switch or button located? How do you access or activate the time settings? What is the sequence that is needed? What are typical problems that occur? How easy is it to find helpful information? For each issue, write an explanation that effectively communicates your understanding to others.

Use in problem solving.

Using the knowledge to solve problems enhances a learner’s ability to validate assumptions, generalize solutions, analyze risks, and ensure value. Students validate their learning by demonstrating that they can use the knowledge effectively in a problem-solving situation.

For example, see if you can set the clock in a rental car within two minutes of leaving the airport without using the manual and without having an accident.

Teach others.

This technique enhances a learner’s ability to test perceptions, control errors, ensure sufficiency, validate completeness, comply, and benchmark. Learning will be validated if students can effectively teach this knowledge to someone else.

Get other people to perform to the specified level of knowledge that meets future needs.

Concluding Thoughts

Shulman (1999) underscored the importance of self-validation when he observed that “learning flourishes when we take what we think we know and offer it as community property among fellow learners so that it can be tested, examined, challenged and improved before we internalize it.” However, to develop the ability to self-validate one must make a change in attitude, acquire special skills, and employ the discipline to use these skills on a continuing basis. The journey is long, challenging, and filled with pitfalls. Many of today’s students are not accustomed to the idea that they are responsible for their own learning and must develop the skill sets needed to succeed in higher education and in life. Yet, even within a single course, students can develop a profound respect for the skill of self-validation as can be seen in the following quotes.

“Because of the emphasis on self-validation in this course, I’ve dramatically increased my level of confidence in my work. Talking with others about validation is also a new and refreshing way to communicate with my friends, classmates, and instructors.”

“During this semester I learned to take control and initiative toward my studies. I now recognize that resources provided through the course are not the only ones available. If I need more information I will go and find it.”

“Being a self-learner is very important in my personal and professional life. If I don’t push myself to learn to grow, nobody else will, and I won’t excel to my full potential.”

Faculty and administrators, working together, must exercise “tough love” when it comes to student development. A good place to start is to set high expectations, and then to help students cultivate the validation skills they need to be strong independent learners.

References

Bransford, J. D., Brown, A. L., & Cocking. R. R. (Eds.). (2000). How people learn: Brain, mind, experience, and school. Washington, DC: National Academy Press.

Cross, K. P. (2001). Motivation: Er…will that be on the test? The Cross Papers (5). League for Innovation in the Community College.

O’Banion, T. (1999). The learning college: Both learner centered and learning centered. Learning Abstracts, League of Innovation Volume 2, Number 1.

Shulman, L. S. (1999). Taking learning seriously. Change Magazine.

National Task Force on Student Learning, by American Association of Higher Education, by American College Personnel Association (June 1998) Powerful partnerships: A shared responsibility for learning.

 

Table 1  Learning Skills Related to Self-Validation
 

Bloom’s Learning Skill Level

Supporting Process Area

(from the cognitive domain)

Skill Cluster

(related to self-validation)

Learning Skills

(related to self-validation)

Level 1

Information

Processing Information

Validating Information

Testing perceptions

Validating sources

Controlling errors

Identifying inconsistency

Ensuring sufficiency

Level 2

Conceptual Understanding

Constructing Understanding

Validating Understanding

Ensuring compatibility

Thinking skeptically

Validating completeness

Bounding solutions

Level 3

Application

Applying Knowledge

Validating Results

Complying

Benchmarking

Validating assumptions

Level 4

Working Expertise

Solving Problems

Improving Solutions

Generalizing solutions

Ensuring robustness

Analyzing risks

Ensuring value

Level 5

Research

Conducting Research

Validating Scholarship

Defending scholarship

Responding to review

Confirming prior work

Judging scholarship

 

Table 2  Barriers to the Development of Self-Validation Skills
 

Barrier

Reasons

Faculty-Student Relationship

Teachers are viewed as dispensers of knowledge.

Teachers want to be popular.

Teachers want to feel helpful.

Faculty give in to students’ demands for acquiescence.

Students’ Self-Concept of Learning

Students have honed their classroom habits in traditional academic settings.

Students believe that knowledge is transferred, not constructed.

Students strive to attain credits rather than to learn.

Students believe that grades alone define success.

Students’ Expectations of Faculty

Students view themselves as customers.

The teacher should provide students with the motivation to learn.

Faculty should tell students what they need to know and how they need to learn it.

Institutional Culture

Academic success is measured by retention rather than performance.

Evaluation systems reward teachers’ popularity and encourage teachers to acquiesce to students’ desires.

Driven by enrollment rather than learning.