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Science-Based Interviewing

Assessing Knowledgeability: Testing Expertise and Understanding

Access asks whether someone could observe something. Knowledgeability asks whether they could actually understand what they observed — a distinction that changes everything about how we question witnesses.

Mark Anderson 14 min read

In my previous two articles, I demonstrated that behavioral lie detection doesn’t work — achieving only 52 percent accuracy — and introduced Dr. Christian Meissner’s framework for assessing credibility through access: questioning whether witnesses could actually observe what they claim to have observed.

Today, I’ll explore the second critical dimension of Meissner’s approach: knowledgeability. While access addresses whether someone could observe or experience something, knowledgeability addresses whether they could accurately understand, interpret, and report what they observed.

This distinction is crucial. A witness might have had perfect access — positioned close, good lighting, clear sightlines — but still lack the knowledgeability to accurately interpret what they observed. Someone watching a medical procedure might see everything clearly but completely misunderstand what’s happening. An employee might overhear a technical conversation but lack the expertise to comprehend its meaning.

Stop asking “Did they look nervous?” Start asking “Do they actually know what they’re claiming to know?” — The question this article is built around

The Knowledgeability Question: Could They Understand It?

Knowledgeability assessment asks: does the person possess the expertise, background, training, or experience necessary to understand and accurately report what they’re claiming?

This isn’t about intelligence — it’s about relevant knowledge, experience, and understanding. A brilliant person with no medical training cannot reliably interpret symptoms. An experienced mechanic might perfectly understand automotive systems but lack knowledge about electrical engineering. Knowledgeability is domain-specific and experience-dependent.

Research on expert witness credibility emphasizes evaluating expertise, respect within the relevant field, and appropriate degrees and certifications. While lay witnesses aren’t experts, the principle applies: when witnesses make claims requiring specialized knowledge — technical assessments, professional judgments, or interpretations beyond simple observation — strategic questioning must establish whether they possess sufficient knowledgeability.

Consider a workplace safety investigation. A witness reports: “The machine was malfunctioning — the pressure gauge was reading wrong and the safety interlock wasn’t engaged.” This claim requires technical knowledgeability:

  • Understanding how the machine normally operates
  • Knowing what pressure gauge readings indicate
  • Recognizing what “safety interlock engaged” looks like
  • Distinguishing abnormal from normal operation

Traditional credibility assessment would evaluate the witness’s demeanor. Knowledgeability assessment asks: “What’s your experience with this equipment? What training have you received? How do you know the gauge was reading wrong? What does an engaged safety interlock look like?”

Why Knowledgeability Assessment Matters

People regularly make claims that exceed their actual knowledge. Sometimes this is intentional deception. More often, it’s honest error — people genuinely believe they understand something they don’t, or they conflate observation with interpretation without realizing the distinction.

Research shows that confidence and accuracy are poorly correlated. Witnesses can be highly confident about interpretations that are completely wrong because they lack the knowledgeability to realize they’re wrong. This is the Dunning-Kruger effect in action: people with limited knowledge in a domain often fail to recognize the limits of their understanding.

Knowledgeability assessment protects against multiple problems:

  • Over-reliance on inaccurate interpretations. When witnesses make technical or professional claims beyond their expertise, accepting those claims without testing knowledgeability leads to investigative errors.
  • Missing the need for expert consultation. If you don’t establish that a claim requires expertise the witness doesn’t possess, you may not realize you need to consult actual experts.
  • Courtroom credibility issues. Testimony based on claimed expertise that cross-examination reveals doesn’t exist undermines entire cases.
  • Distinguishing observation from inference. Perhaps most critically, knowledgeability assessment reveals when witnesses are presenting inferences as facts — a pervasive problem in investigative interviews.

Strategic Questioning: Establishing Baseline Knowledgeability

Before evaluating specific claims, establish the witness’s baseline knowledgeability in relevant domains.

Experience and Background

  • “What’s your experience with [relevant subject/equipment/process]?”
  • “How long have you worked with or around [relevant area]?”
  • “What training have you received in [relevant domain]?”
  • “Have you worked in this field or capacity before? For how long?”

These questions establish foundational knowledgeability. Someone with ten years operating equipment has different baseline knowledge than someone who started last week. Both might have had access to observe something, but their capacity to interpret what they observed differs dramatically.

Training and Education

  • “What formal training have you completed related to [subject]?”
  • “Have you been certified or licensed in [area]? When? By whom?”
  • “What educational background do you have in [field]?”
  • “Who trained you on [relevant system/process]? What did that training cover?”

Formal training provides structured knowledge. Strategic questioning reveals not just whether training occurred, but its depth, recency, and relevance to the claimed knowledge.

Frequency and Familiarity

  • “How often do you [relevant activity]? Daily, weekly, occasionally?”
  • “When was the last time you [relevant task] before this incident?”
  • “How familiar are you with [specific aspect]? Can you explain how it works?”
  • “Out of all the [relevant tasks] you do, what percentage of time involves [specific area]?”

Frequency builds expertise. Someone who performs a task daily has deeper knowledgeability than someone who does it quarterly. Recency matters too — skills and knowledge degrade without regular use.

Strategic Questioning: Testing Claimed Knowledge

Once baseline knowledgeability is established, test specific knowledge claims that underpin the witness’s testimony.

Technical Understanding

  • “You said [technical term or concept]. Can you explain what that means in your own words?”
  • “Walk me through how [system or process] works, as you understand it.”
  • “What indicators told you that [technical condition] existed?”
  • “If [technical claim] were true, what else would you expect to observe?”

These questions reveal depth of understanding. Someone with genuine knowledgeability can explain concepts, describe mechanisms, and predict related indicators. Someone claiming knowledge they don’t possess will struggle, deflect, or provide circular explanations.

Distinguishing Observation from Inference

  • “You said [conclusion or interpretation]. What specifically did you observe that led to that conclusion?”
  • “When you say ‘X was happening,’ what exactly did you see, hear, or otherwise perceive?”
  • “Help me understand the difference between what you directly observed versus what you concluded was occurring.”
  • “What facts or observations support your assessment that [claim]?”

This is perhaps the most critical questioning area. People constantly present interpretations as observations:

  • “They were arguing” (interpretation) vs. “They were speaking loudly with raised hands” (observation)
  • “The machine was broken” (interpretation) vs. “The machine was making unusual sounds and wouldn’t start” (observation)
  • “He was threatening her” (interpretation) vs. “He said ‘you’ll regret this’ while moving toward her” (observation)

Strategic questioning separates what witnesses actually perceived from what they concluded. The former tests access; the latter tests knowledgeability.

Comparative Knowledge

  • “You described this as abnormal or unusual. How do you know what’s normal?”
  • “You said this was [dangerous, improper, suspicious]. What are you comparing it to?”
  • “In your experience, how often have you seen [claimed condition]?”
  • “What would normal, proper, or expected [situation] look like, compared to what you observed?”

Recognizing abnormality requires knowing normality. Claiming something is “wrong” requires understanding what “right” looks like. These questions test whether the witness possesses comparative knowledge necessary for their judgments.

Recognizing Knowledge Inflation and Deflection

When witnesses lack the knowledgeability they’re claiming, they often display predictable patterns. Recognizing these patterns helps identify when further questioning or expert consultation is needed.

  • Vague technical language. Using jargon without being able to explain it. “The system had a malfunction in the processing algorithm.” Follow-up: “What is a processing algorithm? How does it work?” Response: “You know, the technical stuff that makes it run.”
  • Circular reasoning. Explaining something in terms of itself. “How do you know it was malfunctioning?” “Because it wasn’t working properly.”
  • Appeal to others’ expertise. Attributing knowledge to someone else without demonstrating their own understanding. “How do you know the procedure was wrong?” “Because the manager said it was wrong.”
  • Overconfidence without specificity. Strong assertions without supporting details: “I know exactly what happened” — but they cannot provide specifics when questioned.
  • Defensive responses. Becoming irritated when asked to explain claimed knowledge: “I’ve been doing this for years, I know what I’m talking about” — without demonstrating what they actually know.

When these signs appear, don’t assume deception. Often, witnesses genuinely believe they understand more than they do. Appropriate follow-up includes:

  • Gentle probing. “I want to make sure I understand correctly. Can you walk me through that again?”
  • Specific examples. “Can you give me an example of when you’ve seen this before?”
  • Expert consultation. “This sounds like it requires technical expertise. Is there someone with specialized knowledge we should consult?”
  • Acknowledging limits. “It sounds like the technical aspects may be beyond what you could determine just from observation. What did you actually observe, separate from technical interpretation?”

Case Example: The Equipment Malfunction Claim

Let me illustrate knowledgeability assessment.

Initial claim: An employee reports that an equipment malfunction caused a production issue, and blames operator error.

Traditional approach: Interview the employee, evaluate confidence and demeanor, accept or reject the claim based on how believable they seem.

Knowledgeability assessment approach — strategic questions:

“What’s your experience with this particular equipment?” Response: “I’ve worked here six months, I see it running every day.”
“Have you operated this equipment yourself?” Response: “No, but I watch the operators and know how it’s supposed to work.”
“You said it was malfunctioning. What specifically indicated malfunction?” Response: “It was making a weird noise and the operator kept hitting buttons.”
“What does this equipment normally sound like? What would ‘normal operation’ noise be?” Response: “I mean, it always makes noise, but this was different.”
“Different how? Louder, higher pitch, grinding, clicking?” Response: “Just… different. And like I said, the operator was hitting lots of buttons.”
“Is hitting buttons during operation normal or abnormal for this equipment?” Response: “Well, I don’t really know, but it looked like they didn’t know what they were doing.”
“What training have you had on this equipment?” Response: “No formal training, I just observe it.”
“You said operator error caused the problem. What did the operator do wrong, specifically?” Response: “They must have done something wrong, because it stopped working.”
Knowledgeability Assessment

Limited experience: Six months observing, no hands-on operation.

No training: Cannot distinguish normal from abnormal operation.

Vague observations: “Weird noise” without ability to characterize it.

Inference as observation: “Operator looked confused” becomes “operator error.”

Circular reasoning: “It failed, so the operator must have erred.”

Knowledge inflation: Claims the machine was “malfunctioning” without any basis to assess it.

Outcome: This witness had access — present, observed the equipment — but lacked the knowledgeability to interpret what they observed. The investigation should consult the actual operator (who has knowledgeability), maintenance records (objective data), and equipment experts (who can assess malfunction versus operator error). Access without knowledgeability produces unreliable testimony, despite the witness’s certainty.

Integration With Other Science-Based Techniques

Cognitive Interview

The CI’s free recall phase reveals knowledgeability naturally. When witnesses provide rich, specific sensory details about things they claim to have observed, it suggests genuine access and knowledge. When they provide strong conclusions but vague supporting details, it suggests inference beyond their knowledge.

Strategic questioning after free recall can probe: “You said [technical conclusion]. What specifically did you observe that led to that?” The transition from free recall to focused questioning naturally reveals the limits of actual knowledge.

Strategic Use of Evidence

SUE techniques work powerfully with knowledgeability assessment. When someone claims technical knowledge about something, strategic questions followed by tactical evidence disclosure can reveal whether they genuinely possess that knowledge or are fabricating it.

If they claim expertise, they should be able to answer knowledgeable questions before you disclose evidence. If they demonstrate true expertise in their responses, statement-evidence consistency supports credibility. If they lack demonstrated knowledge but claim it anyway, statement-evidence comparisons become even more diagnostic.

Planning and Preparation

This is where knowledgeability assessment requires the most work. You cannot assess whether someone possesses relevant knowledge unless you understand what knowledge the situation requires. This means researching the technical aspects yourself or consulting experts, understanding what training or experience would provide relevant knowledge, knowing what someone with expertise should be able to explain, and identifying what requires specialized knowledge versus lay observation.

As I’ve emphasized, fewer than one in ten interviews receives adequate planning. Knowledgeability assessment is impossible without thorough preparation about the subject matter involved.

Corroboration and Plausibility

Two additional factors strengthen knowledgeability assessments.

Corroboration of claimed knowledge. Does evidence support the claimed expertise?

  • Credentials, certifications, and licenses (verify, don’t just accept claims)
  • Training records (formal documentation of knowledge acquisition)
  • Employment history (actual experience in relevant roles)
  • References or colleagues (others can confirm expertise)
  • Demonstrated ability (can they actually do what they claim they can do?)

Plausibility of claimed understanding. Does the claimed knowledge make sense given their background? Someone with two days on the job claiming deep technical understanding lacks a plausible knowledge-acquisition opportunity. Someone with relevant degrees, certifications, and ten years of experience has a plausible knowledge foundation.

Research on investigative credibility assessment emphasizes inherent plausibility: does the testimony make sense given what we know about the witness’s position, capabilities, and experience? This applies directly to knowledgeability — does claimed knowledge plausibly align with opportunities to acquire it?

What Changes in Practice

Implementing knowledgeability assessment requires shifts in how we prepare and question:

In Planning: Research the technical, professional, or specialized aspects of your case. Consult experts early to understand what knowledge the relevant claims require. Identify what training, experience, or expertise would provide relevant knowledgeability.

In Questioning: Ask about experience, training, and background early. Don’t accept technical claims at face value — probe understanding with “explain that in your own words” and “how do you know that?” questions. Distinguish observation from inference through persistent “what specifically did you observe?” questioning.

In Assessment: Evaluate whether claimed knowledge is plausible given the witness’s background. Consider whether they’re making observations anyone could make, or interpretations requiring expertise they may lack. When witnesses exceed their knowledgeability, note this limitation rather than accepting or rejecting their entire testimony.

In Documentation: Record the basis of knowledgeability assessments. Document training, experience, and demonstrated understanding. When claiming a witness is knowledgeable, specify why. When identifying knowledge limitations, detail what they lack and what expertise is actually required.

In Case Building: Recognize when your witnesses have access but lack knowledgeability, and supplement with expert testimony or consultation. Don’t try to make lay witnesses into experts — acknowledge knowledge limits and bring in actual expertise when needed.

Conclusion: Ask What They Actually Know

Knowledgeability assessment completes the transformation from behavioral credibility assessment to strategic evaluation. Combined with access assessment, it provides a comprehensive framework:

Access

Could they observe or experience what they claim?

Knowledgeability

Could they understand or interpret what they observed?

Together, these dimensions replace the failed behavioral approach with logical, evidence-based credibility evaluation. Instead of watching for nervous tics and interpreting demeanor, we question whether witnesses possessed both the opportunity and the expertise necessary for their claims.

Access without knowledgeability produces unreliable testimony despite a witness’s certainty. — Why the two dimensions have to be assessed together

This approach is harder than watching body language — it requires subject matter understanding, sophisticated questioning, and careful analysis. But after fifty years of research showing behavioral assessment doesn’t work, we need approaches that do.

Like much of what I write, training is a first step. It is what has moved me beyond my own blind spots, at least some of them. I can provide the training or recommend providers teaching science-based techniques. Do your research, find the right provider, and maximize your training dollar investment. If you are a practitioner or a leader, don’t settle for the same old legacy-based methods that have no empirical evidence supporting them. This is not the time to “do it as we’ve always done it.” If you are in leadership, you carry the same responsibility to know and apply these standards and to find training content that maximizes your team’s effectiveness and accomplishes your mission.

Anderson Investigative Associates is positioned to custom-tailor science-based training to your specific needs. If you have any questions or would like to discuss the subject of this imperative transition, or any training need, please reach out. Additional issues pertaining to interviewing, auditing, and investigations can be found in other blogs and videos that we have produced and are contained in most blocks of instruction that our company presents.

If you have additional questions, comments, or an interview topic you would like me to address, just let me know. In the meantime, be well, stay safe out there, and start investing in a transition that is ethical and effective. It will improve everything you do. It’s time to improve your interviewing and communication skills, not only in your work, but throughout your life. If you need help getting ready, I know who could help.

In my next article, I’ll explore the other side of the knowledge equation: how interviewer competence and preparation facilitate disclosure — why witnesses and suspects are more likely to provide truthful information when they perceive the interviewer as knowledgeable and prepared.

Read the previous articles in this series:

  • “The End of Behavioral Lie Detection: What 50 Years of Research Actually Shows”
  • “Assessing Credibility Through Access: Strategic Questions Beyond Behavioral Cues”

Coming next: “How Interviewer Competence Facilitates Disclosure”

Further Reading

  • Meissner, C. A., & Kleinman, S. M. (2017). Investigative interviewing: A review of the literature and a model of science-based practice. In J. P. Rosenfeld (Ed.), Detecting Concealed Information and Deception: Recent Developments (pp. 263–306). Academic Press.
  • Vrij, A., Hope, L., & Fisher, R. P. (2014). Eliciting reliable information in investigative interviews. Policy Insights from the Behavioral and Brain Sciences, 1(1), 129–136.
  • Dunning, D. (2011). The Dunning-Kruger effect: On being ignorant of one’s own ignorance. Advances in Experimental Social Psychology, 44, 247–296.
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Mark A. Anderson

Director of Training and Development at Anderson Investigative Associates. With decades of experience in investigative interviewing, he specializes in science-based interview techniques that enhance information gathering while maintaining ethical standards.