Purpose:
To identify how your own biases, cognitive shortcuts, and confidence levels may affect your judgment when analyzing manipulative messages or arguments.
Guiding Question: Am I only seeking information that supports what I already believe?
0 (Balanced): I actively check opposing views and weigh evidence fairly.
1 (Mild Bias): I prefer sources that agree with me, but occasionally read the opposite.
2 (Strong Bias): I ignore or dismiss contrary evidence outright.
Research Basis: Nickerson, R.S. (1998). “Confirmation Bias: A Ubiquitous Phenomenon in Many Guises.” Review of General Psychology.
APA Link
Guiding Question: Am I influenced more by how information is presented than by its actual substance?
0 (Low Impact): I look past wording to the facts/data.
1 (Moderate Impact): I notice tone and framing sway me sometimes.
2 (High Impact): I react to headlines, labels, or emotional wording over content.
Research Basis: Kahneman, D. & Tversky, A. (1981). “The Framing of Decisions and the Psychology of Choice.” Science.
Science DOI
Guiding Question: Am I overly influenced by the first number or fact I encounter?
0 (Low Impact): I adjust my thinking after seeing more evidence.
1 (Moderate Impact): I notice first impressions stick with me.
2 (High Impact): I rarely revise my view after the first figure or claim.
Research Basis: Tversky, A. & Kahneman, D. (1974). “Judgment under Uncertainty: Heuristics and Biases.” Science.
Science DOI
Guiding Question: Am I assuming I understand this more than I actually do?
0 (Realistic): I calibrate my confidence with my actual track record.
1 (Mild Overconfidence): I sometimes overestimate my ability but catch myself.
2 (Severe Dunning-Kruger): I assume expertise without verifying my knowledge.
Research Basis: Kruger, J. & Dunning, D. (1999). “Unskilled and Unaware of It.” Journal of Personality and Social Psychology.
APA Link
Guiding Question: Am I judging likelihood based on what’s vivid in memory, not actual probability?
0 (Low Impact): I check statistics before judging risk.
1 (Moderate Impact): I sometimes assume common = frequent.
2 (High Impact): I judge by vivid examples (e.g., fear of plane crash > car crash).
Research Basis: Tversky, A. & Kahneman, D. (1973). “Availability: A Heuristic for Judging Frequency and Probability.” Cognitive Psychology.
DOI
Guiding Question: Am I giving more weight to claims that come from “my group” or identity?
0 (Low Impact): I evaluate equally across groups.
1 (Moderate Impact): I give slightly more trust to my in-group.
2 (High Impact): I reject out-group claims regardless of evidence.
Research Basis: Tajfel, H. & Turner, J. (1979). “An Integrative Theory of Intergroup Conflict.” In The Social Psychology of Intergroup Relations.
Summary link
Guiding Question: Am I making judgments while tired, stressed, or rushed?
0 (Clear Thinking): I reflect when rested and calm.
1 (Moderate Load): I know fatigue sometimes affects my decisions.
2 (High Load): I often judge under pressure and rarely pause to reflect.
Research Basis: Baumeister, R.F. et al. (1998). “Ego Depletion: Is the Active Self a Limited Resource?” Journal of Personality and Social Psychology.
APA Link
Scale: Each dimension = 0–2 points → total score range: 0–14
Interpretation:
0–4 (Low Bias Risk): Likely balanced, aware of pitfalls.
5–9 (Moderate Bias Risk): Some distortions — check before concluding.
10–14 (High Bias Risk): Strong distortions likely affecting reasoning.
Answer honestly before analyzing a claim, scam, or manipulative message.
Track patterns in your scores: do you consistently lean toward confirmation, anchoring, or overconfidence?
Use as a personal calibration tool — like an internal compass before applying the external manipulation rubric.