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Teaching by Testing: An Integrated Retrieval-and-Application Model
for Welding and Career-Technical Education
Professor Samuel Colton Sr.
Founder of Welders Without Borders
© 2026 Samuel Colton Sr. All Rights Reserved.
Abstract
Teaching by Testing is a practitioner-developed instructional framework for welding and career-
technical education in which students learn technical material in small increments, retrieve that
information frequently, review correct answers, correct misunderstandings, and apply the knowledge in
practical settings. The model integrates visual instruction, instructor explanation, instructional technology
and video, written technical material, brief multiple-choice and written-response testing, mathematics
exercises, and kinesthetic shop practice. Its recurring instructional cycle is Learn -> Retrieve -> Test ->
Review -> Correct -> Apply -> Repeat. The framework is consistent with established research on retrieval
practice, practice testing, distributed practice, formative assessment, and mastery learning, while
remaining a distinct practitioner-developed approach whose causal effectiveness should be evaluated
through formal research. Welding provides a particularly useful setting for the model because successful
performance requires students to connect declarative knowledge, technical reading, mathematics, symbols
and drawings, safety requirements, process variables, and psychomotor skill.
Introduction
Career-technical education asks students to do more than remember isolated facts. A welding student
must recognize technical terms, interpret drawings and welding symbols, understand process variables,
perform calculations, follow safety requirements, set up equipment, and then apply that knowledge while
producing a physical weld or fabrication. These demands make the separation of 'classroom knowledge'
from 'shop skill' artificial. Effective instruction must help students build a usable knowledge base and
repeatedly connect that knowledge to action.
Teaching by Testing was developed from welding instruction as a practical response to that need.
Students are given frequent opportunities to learn, retrieve, test, correct, and apply small amounts of
technical information rather than waiting for a large examination at the end of a unit. Testing is therefore
used not only to measure learning but also as an instructional event.
The Concept of Teaching by Testing
The central proposition is straightforward: students learn a manageable technical concept, are
required to retrieve it, receive prompt review and correction, apply it to a related problem or shop task,
and encounter it again through cumulative repetition. The process can occur almost daily. The intent is to
Teaching by Testing - Samuel Colton Sr. - © 2026
© 2026 Samuel Colton Sr. All Rights Reserved.make essential technical knowledge increasingly accessible so that students can use it when conditions
change.
The core cycle is:
LEARN -> RETRIEVE -> TEST -> REVIEW -> CORRECT -> APPLY -> REPEAT
Assessment as an Instructional Activity
Traditional assessment often occurs after instruction and is treated primarily as a judgment of what a
student has retained. Teaching by Testing uses frequent low-stakes assessment during instruction. A short
multiple-choice item, brief written response, oral question, symbol interpretation, measurement problem,
or equipment-selection question requires the learner to retrieve information rather than merely re-read or
re-hear it.
The assessment becomes productive when it is followed by review. Students see the correct response,
compare it with their own reasoning, identify misconceptions, and encounter the concept again in a form
that prepares them for later application.
The Role of the Test Bank
A large test bank provides the recurring retrieval structure. Questions can address welding theory,
safety, process variables, electrode and filler-metal classifications, welding symbols, blueprint
interpretation, inspection, codes and standards, technical vocabulary, mathematics, and shop decision-
making. Items are reused cumulatively so earlier concepts remain active while new concepts are
introduced.
Multiple-choice questions are useful because they allow rapid retrieval and correction, but the system
should also include short written responses that require students to explain meaning, relationships, or
reasons. The objective is not to train students to recognize answer letters; it is to create repeated
encounters with the technical ideas behind the answers.
Why Students Review Correct Answers
A testing cycle is incomplete if a student only receives a score. Review of correct answers converts
assessment into instruction. Students should know what the correct response is and, when appropriate,
why it is correct. Incorrect alternatives can also be discussed so misconceptions are not allowed to remain
unchallenged.
This corrective stage is especially important in welding, where a misunderstanding about polarity,
shielding gas, electrode classification, joint preparation, weld-symbol location, or safety can migrate from
a written exercise into an actual shop decision.
Repetition Without Mere Memorization
Repetition is necessary, but Teaching by Testing is not intended to reduce technical education to rote
memorization. Students repeatedly retrieve foundational facts, relationships, rules, and procedures so
Teaching by Testing - Samuel Colton Sr. - © 2026
© 2026 Samuel Colton Sr. All Rights Reserved.those elements become available for higher-level reasoning. Once a learner has a reliable base of
knowledge, instruction can require comparison, selection, diagnosis, prediction, and problem solving.
The desired outcome is a student who can recognize familiar parameters and then reason from them
when a workplace situation is not identical to a classroom example.
From Stored Knowledge to Workplace Extrapolation
Real fabrication rarely presents itself as a perfectly repeated textbook problem. Students therefore
need schemas, concepts, rules, relationships, and prior experiences stored in long-term memory that can
be combined with critical thinking. Teaching by Testing attempts to strengthen that base through frequent
retrieval and then deliberately asks students to extrapolate.
For example, a student who understands electrode classification, welding position, polarity, base-
metal thickness, joint design, and process limitations is better prepared to evaluate an unfamiliar welding
task than a student who remembers only a single demonstrated procedure.
A Blended Learner Approach
Teaching by Testing is a blended learner approach designed to meet learners where they are and
progressively lead them toward subject mastery. In this framework, blended does not simply mean
combining face-to-face and digital instruction. It means deliberately blending multiple pathways to
learning: visual instruction, instructor explanation, technical reading, technology and video, retrieval
practice, written response, mathematics, source-directed research, hands-on demonstration, and small
performance tasks.
This approach is particularly well suited to career-technical and trades education because learning is both
cognitive and physical. Students must know technical information, retrieve and explain it, locate and
verify it in authoritative sources, and ultimately demonstrate that knowledge through performance.
The objective is not to classify students permanently as visual, auditory, reading-oriented, or kinesthetic
learners. Instead, the instructor deliberately blends appropriate modes of instruction because technical
competence requires students to see, hear, read, think, retrieve, calculate, verify, and physically perform.
Teaching by Testing meets the learner where they are—but it does not leave them there. It progressively
leads the learner from exposure, to understanding, to retrieval, to application, and ultimately to mastery.
Multimodal Instruction
Teaching by Testing is intentionally multimodal. A technical concept may be presented visually
through diagrams, welding symbols, drawings, photographs, or demonstrations; auditorily through
instructor explanation and discussion; through instructional technology or video; through concise written
material; and kinesthetically through measurement, equipment setup, fit-up, welding, inspection, and
fabrication.
The testing component links these modes. A student may see a weld symbol, hear its explanation,
read a short description, retrieve its meaning on a test, and then use it to fabricate the indicated joint.
Teaching by Testing - Samuel Colton Sr. - © 2026
© 2026 Samuel Colton Sr. All Rights Reserved.Technical Reading as Active Reading
Industry articles, manufacturer literature, code-related explanations, and other technical publications
can be paired with reading questionnaires. The purpose is to prevent reading from becoming a passive
exercise in moving through words. Questions direct attention to definitions, claims, process relationships,
numerical information, causes, consequences, and practical implications.
A student should finish a technical reading able to explain what the material means and how it relates
to welding practice, not merely report that the reading was completed.
Source-Directed Retrieval and Technical Reference Literacy
Teaching by Testing can be strengthened by requiring students not only to answer a technical question,
but also to identify where the supporting information is located in an authoritative technical reference. In
welding education, this may include a handbook, code-related publication, manufacturer literature,
procedure manual, textbook, or other assigned source.
A source-directed retrieval item can require the student to record the edition, section, page number, table,
figure, or other location used to support the answer. This turns an open-book test from a simple answer-
finding exercise into a structured technical-reading task. The student must interpret the question, navigate
the reference, distinguish relevant from irrelevant material, locate supporting information, record the
source, and then commit to an answer.
This approach is especially useful when multiple editions of a technical reference remain in circulation.
For example, questions based on the 12th and 14th Editions of The Procedure Handbook of Arc Welding
can be written around technical concepts common to both editions while allowing students to document
the exact answer location in the edition they are using. The instructor can then review not only whether
the response is correct, but whether the student reached it through an appropriate source.
Source-directed retrieval therefore adds a documentation step to the Teaching by Testing cycle. It
develops technical reference literacy alongside recall and application and reinforces a workplace habit
important in welding and fabrication: when a technical decision matters, the worker should be able to
identify the basis for that decision.
Example Source-Location Format
PHAW Answer Location: Edition _____ Section _____ Page(s) _____ Other/Note
______________________________
Technology, Attention, and Cognitive Engagement
Teaching by Testing does not assume that increased use of instructional technology necessarily produces
increased learning. Technology may support visual demonstration, targeted practice, technical reference
access, video instruction, assessment, and other components of the instructional cycle, but its instructional
value should be judged by what the learner is cognitively required to do.
This distinction is consistent with the work of neuroscientist and educator Dr. Jared Cooney Horvath. In
written testimony before the U.S. Senate Committee on Commerce, Science, and Transportation, Horvath
argues that the central issue is not the rejection of technology, but whether educational tools are aligned
with the way human learning actually works. As he states, “This is not a debate about rejecting
Teaching by Testing - Samuel Colton Sr. - © 2026
© 2026 Samuel Colton Sr. All Rights Reserved.technology.” His broader argument emphasizes sustained attention, depth of processing, retention, and the
cognitive costs associated with repeated task switching.
Horvath’s analysis is relevant to career-technical education because technical competence requires more
than exposure to information. A welding student must retain terminology, interpret drawings and
symbols, reason through process variables, navigate technical references, and transfer knowledge to
physical performance. Digital tools can assist these activities, but they should not replace retrieval,
explanation, correction, source verification, or hands-on application.
Horvath also summarizes research comparing handwritten and laptop note-taking, observing that
“handwriting forces summarization, organization, and conceptual encoding.” This observation supports
the use of concise written-response questions, worked mathematics, technical annotations, and other
activities in which students must reconstruct meaning rather than merely copy or recognize information.
Source-directed retrieval provides a particularly strong connection between these ideas and Teaching by
Testing. When students must locate an answer in an authoritative technical reference, identify the edition
and source location, interpret the relevant passage, and commit to an answer, the task requires deliberate
attention and active processing. Technology may still be used to access or present the source, but the
learning objective remains the student's cognitive engagement with the technical material.
Accordingly, Teaching by Testing adopts a tool-neutral position: paper, books, digital references, video,
learning-management systems, and artificial intelligence may all have legitimate instructional uses when
they support rather than displace retrieval, reasoning, correction, documentation, and practical
application. The relevant question is not whether a tool is digital, but whether its use strengthens the
learning cycle.
Math Minis
Math Minis are short, focused exercises designed to place mathematics inside the technical context in
which students will use it. A typical Mini can fit on one page of instruction and challenge material, with a
worked solution on the reverse. The exercise should normally take approximately ten minutes.
Topics can include fractions, decimals, tape-measure reading, unit conversions, ratios, percentages,
geometry, area, circumference, angles, material takeoff, travel speed, deposition-related calculations, and
other fabrication mathematics. The small format reduces the psychological distance between 'math class'
and shop work by presenting mathematics as a tool for making, fitting, measuring, and verifying.
The Welding Laboratory as an Application Environment
The welding laboratory is where retrieved knowledge becomes observable performance. Students can
be asked to apply recently tested concepts while selecting electrodes, setting polarity, establishing
shielding gas flow, interpreting a drawing, measuring a joint, preparing material, selecting parameters,
producing a weld, or evaluating the finished work.
Instructor observation and practical rubrics provide another feedback cycle. Errors in the shop can be
connected back to the underlying concept and then reintroduced through later retrieval.
Teaching by Testing - Samuel Colton Sr. - © 2026
© 2026 Samuel Colton Sr. All Rights Reserved.Teaching by Testing and Mastery Learning
Teaching by Testing shares important features with mastery-learning models: instruction is followed
by formative assessment, corrective activity, and another opportunity to demonstrate understanding.
Winget and Persky describe mastery learning as an instructional approach in which learners progress
through instruction, formative assessment, corrective activity, and reassessment. This sequence closely
parallels the corrective and recursive character of Teaching by Testing.
The framework does not require that every learner progress at exactly the same pace, but it does
emphasize that misunderstanding should trigger correction and another opportunity to retrieve and apply
the concept.
Relationship to Retrieval Practice
Research on retrieval practice provides a strong theoretical basis for the testing component. Roediger
and Karpicke demonstrated that taking memory tests can improve long-term retention compared with
additional study. The important mechanism is retrieval itself: attempting to bring information to mind
changes later accessibility.
Dunlosky and colleagues reviewed widely used learning techniques and rated practice testing and
distributed practice as high-utility techniques. Teaching by Testing incorporates both ideas when
questions are revisited across time rather than confined to a single unit examination.
Low-Stakes Versus High-Stakes Testing
The word 'testing' can imply anxiety, grading pressure, or punitive evaluation. That is not the intended
instructional character of Teaching by Testing. Most retrieval events should be brief, frequent, corrective,
and proportionate in stakes. Students need enough accountability to take retrieval seriously without
turning every encounter into a major examination.
High-stakes examinations may still be required for course evaluation, certification preparation, or
institutional assessment, but they serve a different purpose from the daily instructional testing cycle.
Integration of Cognitive and Psychomotor Learning
Welding competence combines cognitive and psychomotor performance. A student can know the
definition of work angle without maintaining it, or produce an acceptable bead without being able to
explain why a parameter change matters. Teaching by Testing seeks to connect these domains.
A concept can first be retrieved verbally or in writing, then demonstrated physically, then evaluated in
the finished weld. Conversely, a shop problem can become the stimulus for a later test question. This
reciprocal movement between knowledge and action is central to the model.
Observed Educational Outcomes
Practitioner observations associated with the development of Teaching by Testing suggest improved
technical learning in several areas, including reading comprehension, mathematics and numeracy literacy,
Teaching by Testing - Samuel Colton Sr. - © 2026
© 2026 Samuel Colton Sr. All Rights Reserved.welding-process comprehension, application of welding processes to industry standards and codes, and
interpretation of welding symbols and blueprints. These observations are important as the origin of the
framework, but they should not be presented as proof of causal effectiveness.
A formal evaluation is needed to determine the magnitude, reliability, and generalizability of these
outcomes.
Proposed Teaching by Testing Instructional Cycle
1. Introduce a small technical concept.
2. Represent the concept visually.
3. Explain it orally.
4. Demonstrate it directly or through video/instructional technology.
5. Provide concise written information.
6. Require retrieval through multiple-choice and/or short written-response questions.
7. When a technical reference is assigned, require the learner to record the source location supporting
the answer.
8. Review correct answers and explain misconceptions.
9. Connect the concept to technical reading and/or mathematics when appropriate.
10. Require physical application in the welding or fabrication laboratory.
11. Observe performance and provide feedback.
12. Reintroduce the concept cumulatively in later testing and practice.
13. Require transfer to a new or more complex problem.
Example Application: Shielded Metal Arc Welding
A short SMAW instructional sequence might introduce the purpose of electrode classification,
polarity, welding position, current range, work angle, travel angle, arc length, and travel speed. Students
would see and discuss examples, retrieve the information in short questions, review correct answers, and
then use the information during equipment setup and welding.
Later questions could combine variables: given a joint, position, electrode classification, and WPS
requirement, what setup or action is appropriate? The student is then moving from recall toward
application and transfer.
A PHAW-based open-book assessment can extend this sequence by requiring the student to record the
edition, section, and page or other answer location used. The student is therefore practicing both retrieval
and the ability to navigate a professional welding reference. This documentation also gives the instructor
evidence of the student's research path and creates an opportunity to correct weak source-selection habits
as well as incorrect technical answers.
Example Application: Welding Symbols and Blueprints
Students can first learn the parts of the welding symbol, the role of the arrow and reference line,
arrow-side and other-side significance, common basic weld symbols, dimensions, supplementary
Teaching by Testing - Samuel Colton Sr. - © 2026
© 2026 Samuel Colton Sr. All Rights Reserved.symbols, and information placed in the tail. Frequent short interpretation questions can then require the
student to identify exactly what a drawing is communicating.
The next stage is physical application: the student receives a fabrication drawing, identifies the
required joint and weld, lays out and fits the material, performs the weld, and compares the finished work
with the drawing requirements. The symbol is therefore not an isolated classroom graphic; it becomes an
instruction that produces a physical result.
Implications for Career-Technical Education
Although developed in welding education, the framework is applicable to other career-technical
disciplines in which learners must integrate technical knowledge with procedural and physical
performance. Electrical, automotive, machining, construction, HVAC, manufacturing, and allied technical
programs all contain terminology, measurements, diagrams, safety rules, process parameters, and
troubleshooting relationships that can be taught through repeated retrieval and application.
The model is particularly suited to programs in which students benefit from short instructional cycles
embedded within laboratory work rather than long separations between lecture, examination, and practice.
Proposed Research Agenda
Teaching by Testing should be evaluated as a practitioner-developed framework rather than described
as an already proven intervention. A useful study could compare conventional instruction with a Teaching
by Testing implementation while holding course content and major performance expectations as constant
as practicable.
Potential outcome measures include:
14. Welding theory assessment scores.
15. Delayed retention of technical knowledge.
16. Technical reading comprehension.
17. Mathematics and numeracy performance.
18. Weld-symbol interpretation.
19. Blueprint and fabrication-drawing interpretation.
20. Welding-process selection and parameter reasoning.
21. Practical welding performance using standardized rubrics.
22. Equipment setup and operational knowledge.
23. Safety knowledge and application.
24. Transfer to unfamiliar workplace or fabrication scenarios.
25. Course completion and student retention.
A stronger design would include pre-instruction measures, post-instruction measures, and delayed
testing. Practical performance should be evaluated with standardized rubrics, and student-identifiable data
should be protected according to institutional requirements. Qualitative student and instructor feedback
could help explain how learners experience the frequent retrieval-and-correction cycle.
Teaching by Testing - Samuel Colton Sr. - © 2026
© 2026 Samuel Colton Sr. All Rights Reserved.Discussion
Teaching by Testing is best understood as an integrated instructional architecture rather than a claim
that testing alone teaches welding. Its distinguishing feature is the deliberate connection of small-step
instruction, retrieval, corrective feedback, cumulative repetition, technical reading, mathematics, and
practical application.
The framework also addresses a common problem in technical education: students may encounter the
same knowledge in disconnected forms. A fraction appears in mathematics, a dimension appears on a
blueprint, a weld size appears in a symbol, and a measurement appears at the fabrication table. Teaching
by Testing deliberately reconnects these encounters so the learner recognizes them as parts of one
technical system.
The approach is compatible with research supporting retrieval practice, practice testing, distributed
practice, formative correction, and mastery-oriented instruction. Its specific implementation in welding
and CTE, however, warrants systematic study.
Conclusion
Teaching by Testing begins with a simple proposition: a test does not have to mark the end of
learning. Properly designed, it can become part of learning itself.
The student retrieves an idea, discovers what is understood and what is not, verifies the source, corrects
the misunderstanding, and applies the knowledge. Then the process begins again. With repetition, isolated
facts begin to connect. Technical vocabulary becomes technical understanding. Mathematics becomes
measurement. Symbols become fabrication instructions. Theory becomes a weld.
That transformation—from knowing something to being able to use it—is the purpose of career-technical
education. Teaching by Testing meets learners where they are through a deliberate blend of instructional
modes, but it continually asks them to move forward: to retrieve, verify, correct, perform, evaluate, and
try again until knowledge becomes increasingly independent performance.
Teaching by Testing does not require an institution to purchase another platform, abandon an existing
curriculum, or radically restructure a course. An instructor can begin with one concept, one short retrieval
activity, one discussion of the answers, and one small performance task that asks students to demonstrate
what they have learned.
Teach something. Ask for it back. Correct it. Apply it. Return to it. Then watch what the student can do.
An Invitation to the Reader
Teaching by Testing is offered not as a finished prescription, but as a practical instructional framework
for consideration, application, and continued evaluation. If these ideas resonate with your own experience
as an educator, consider trying the method in your classroom, laboratory, shop, or career-technical
program.
Begin small. Teach one concept. Ask students to retrieve it. Review and correct their understanding.
When appropriate, ask them to locate and verify the information in an authoritative technical source. Then
give them a small performance task that requires them to put that knowledge to work. Observe what
happens. Revisit the concept later and ask for it again.
Teaching by Testing - Samuel Colton Sr. - © 2026
© 2026 Samuel Colton Sr. All Rights Reserved.Adapt the approach to your students, your subject, and your instructional environment. Observe what
works and what does not. Most importantly, consider whether repeated cycles of retrieval, correction,
verification, and hands-on application help your students move from simply encountering information
toward understanding it, using it, and ultimately mastering it.
Teaching by Testing meets learners where they are - but continually challenges them to move forward.
I invite you to try it.
That is Teaching by Testing.
References
Horvath, J. C. (2026). Written testimony before the U.S. Senate Committee on Commerce, Science, and
Transportation. Testimony on educational technology, cognition, attention, and learning.
Roediger, H. L., III, & Karpicke, J. D. (2006). Test-enhanced learning: Taking memory tests improves
long-term retention. Psychological Science, 17(3), 249-255. https://doi.org/10.1111/j.1467-
9280.2006.01693.x
Dunlosky, J., Rawson, K. A., Marsh, E. J., Nathan, M. J., & Willingham, D. T. (2013). Improving
students' learning with effective learning techniques: Promising directions from cognitive and
educational psychology. Psychological Science in the Public Interest, 14(1), 4-58.
https://doi.org/10.1177/1529100612453266
Winget, M., & Persky, A. M. (2022). A practical review of mastery learning. American Journal of
Pharmaceutical Education, 86(10), 8906. https://doi.org/10.5688/ajpe8906
Teaching by Testing - Samuel Colton Sr. - © 2026
© 2026 Samuel Colton Sr. All Rights Reserved.