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The Ladder of Inference

 

“Managers who are skilled communicators may also be good at covering up real problems.”  - Chris Argyris

I first saw the ladder of inference (LoI) in Theory in Practice: Increasing Professional Effectiveness by Argyris & Schon which I think was published in 1974, but I see a 1st Edition is now in print (1992).  For a while, it was out of print, and I found that George Washington University Bookstore had them because an instructor was using them for a course, back in the 90s.

Senge presented the “ladder” in the 5th Discipline, if I remember correctly, and I like the simple version I created for several reasons:

1. 4 rungs, from bottom to top: data, perception, judging, conclusion (matches Argyris/Shoen original 4 rungs, FYI)

Conclusion

T - Judgment - F

S - Perception - N

Data

2. Perception can be a continuum from Sensing to Intuition (Bringing in Jung's Typology)

3. Judging (or the processing of the perception into a conclusion) is done with Feeling & Thinking.

This model is so simple and so useful, it's so easy to explain why almost all of us have such a unique approach to perception and judging of data, experiences, and beliefs into what we think is now a truth.

Something that I realized in using the LoI over time is that people who are dominant perceivers will tend to place more emphasis on the data perception loop, choosing less frequently to move through the rungs of the entire ladder, before going back to get more data, thus not needing to draw a conclusion.  I call these types "expanders" because they always want to enrich the ladder with additional data.

Those with dominant judging functions prefer to spend significant periods of time in the judgment-conclusion loop, preferring less of the time, to go back and get new data.  I call this type a contractor, because they always want to narrow the ladder with less data, and more categorization, and judgment.

Helpful Hint: Verify the data by seeing whether or not, other people see, hear, taste, touch, feel, the same thing about what it is you are using as "data" which makes it not just data, but "Verifiable Data".  Then note which part of the ladder is most dominant for most people.  Using Dynamic Inquiry, identify blind spots and opportunities for discovery.
Action Step: Note how you make judgments out of your "perceptions", which are stimulated by data events, how those perceptions, through your senses, or your gut instincts, get processed into conclusions, which in a lot of cases are completely untested as facts?  And how those facts, get used as new data, untested of course to create a causal loop of assumptive analysis, and why this is almost always an opportunity for testing reality.
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