I’ve written that I often advise that I know what’s worked for me in certain circumstances; I cannot, however, advise that those methodologies will absolutely work for you because I don’t know of the whole universe of attempts using the methodology. I don’t know the universal success rate for the advice.
Similarly, Stephen Dubner (Freakonomics) and Angela Duckworth (Grit) on their podcast “No Stupid Questions” discussed that biographers often confuse sequential events as causal events: “He lost sight in his left eye and thus he became a scientist!” Recently, it’s been reported that a group got funding to research career paths (I don’t know if it’s the HHS study started in 2007 and recently reported on or it’s something new). Culling from profiles (I assume like LinkedIn and other public places), the researchers hope to devise education and job options that move people down a desired career path.
Immediately I said, “You can’t!” There are too many other factors involved that got a person from point A to point E in their career path. It could be job-related connections—remember “it’s not what you know; it’s whom you know”—or certain experiences that garnered key vocational learning, such as being providentially placed on a successful team or a failing team. They won’t know about key mentors that encouraged us to progress or gain lateral/more well-rounded experience. They won’t know about bad bosses that discouraged us and caused us to take a vocational “left-turn”. Regarding academic achievements, they’re rating all certificates, associate/bachelor/master/PhD degrees as equivalent and not based on GPA or teaching strength of various schools and programs within those schools. They ignore aptitude and attitude towards certain endeavors at different career levels.
Trying to narrow this down is like trying to map out a successful path to avoid COVID: 100% of people who didn’t get COVID-19 woke up each morning, breathed air and put on some clothes; unfortunately, 100% of people who did contract COVID also woke up each morning, breathed air and put on some clothes. There are a lot more unaccounted factors that determine success or failure.
That doesn’t stop biographers, case study authors and career counselors from giving you advice based on what has worked for a limited known number of incidences. The inability to define all factors and describing a sequence of events as causally related—what Nassim Taleb in his writings like The Black Swan calls the Narrative Fallacy and applauded by Daniel Kahneman in Thinking Fast and Slow—doesn’t stop any of us from sharing our stumbling-blind, dumb-luck story as repeatable, reproducible and therefore statistically significant as evidence on how to succeed.
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