On Bias: I. Disparate Bias

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On Bias: I. Disparate Bias

Various dictionaries define bias as a tendency or inclination: usually preconceived, sometimes unreasoned, and typically unfair; an inherent if not intentionally irrational preference. Partiality, expectancy, perception… where such words are synonymous, still if they meant exactly the same thing, wouldn’t we use exactly the same word? So what exactly is bias?

Sociologist Jim Mackenzie, ostensibly on behalf of teachers, introduces bias as “something we all deplore.” He associates bias with truth, in a negative way where bias leans toward its own ends, and with justice where bias unchecked is distinctly unfair. Still, his ensuing analysis of two “images” is instructive. First, bias indicates something to be gotten rid of… imagine an excess of prejudice, or a distortion or “impurity in a lens… that prevents us from seeing things as they really are” (p. 491) which, you’ll notice, leaves an alternative of being unable or unwilling to get rid of it. Second, as a void or deficit to be filled, or an insufficient consideration or partial blindness by which we’re unable to see what’s already there, or even see any alternatives, bias indicates something to be gained which, again, leaves open the inability or unwillingness to gain it.

Before going any further, I’d be remiss to overlook my own word choice, summarising Mackenzie: both times, you’ll see I wrote “… bias indicates, which leaves….” Something indicated is pointed out, presumably against criteria or else how would you know to single it out? And for leaving an open alternative from which to choose, such criteria would be definite, or else why not assert amidst ambiguity? Anyway, this is the reasoning for my word choice, and you can take it or leave it, as you will.

Considering his first image, an excess of prejudice, Mackenzie cites Edmund Husserl and the “full intellectual freedom” needed to “break down the mental barriers which [our habits of thought] have set along the horizons of our thinking” (p. 43) – by today’s messaging, ‘open-mindedness is a hard ask’. Maybe so, but set against this is Husserl’s steadfast urgency that “nothing less is required.”

Husserl’s prescription reminded me of Sir Francis Bacon, who would have us overcome what he called the four Idols of the Mind that “imbue and corrupt [our] understanding in innumerable and sometimes imperceptible ways”:

The human understanding is most excited by that which strikes and enters the mind at once and suddenly, and by which the imagination is immediately filled and inflated. It then begins almost imperceptibly to conceive and suppose that everything is similar to the few objects which have taken possession of the mind…

… although the greatest generalities in nature must be positive, just as they are found, and in fact not causable, yet the human understanding, incapable of resting, seeks for something more intelligible. Thus, however, while aiming at further progress, it falls back to what is actually less advanced, namely, final causes; for they are clearly more allied to man’s own nature, than the system of the universe, and from this source they have wonderfully corrupted philosophy.…

The human understanding resembles not a dry light, but admits a tincture of the will and passions, which generate their own system accordingly; for man always believes more readily that which he prefers. He, therefore, rejects difficulties for want of patience in investigation; sobriety, because it limits his hope; the depths of nature, from superstition; the light of experiment, from arrogance and pride, lest his mind should appear to be occupied with common and varying objects; paradoxes, from a fear of the opinion of the vulgar; in short, his feelings imbue and corrupt his understanding in innumerable and sometimes imperceptible ways. (pp. 24–26)

My guess would be no love lost for Bacon, these days, which is nothing if not ironic.

Husserl also reminded me of one of my professors, Dr. William Pinar, whose concept of “reactivation” would seem to grant history just that wee bit more consideration as we set about our ideas and memories, revisiting if not revising them with more intention and, presumably, greater awareness. All these together – Bacon, Husserl, Pinar – I see reflecting Mackenzie’s second image, a deficit of alternatives, not something to be corrected or removed but rather a void to be filled, an absence noted, an allusion by Joyce to the “gnomon in the Euclid” (p. 1). What luck for Mackenzie, being so well represented (thanks of course to me).

And lucky for all of us to be surrounded by the greatest unfilled void imaginable, a universe of limitless time and space: “… a pretty big place!” to quote Dr. Arroway, and certainly big enough to surpass any no-worries belief that, nah, we have it all well in-hand. Mackenzie’s implication is that everyone’s necessarily biased for being finite. Sure, we continually develop new understandings across spaces over time. But short of real omniscience, as if we might observe the Earth’s sphere from its surface – so, make that well short – short of that, who could possibly come to know all there is to know? Our limit is our bias although I find a lot of people seem to get this reversed. Then again, pride and prejudice pair up for box office mojo that wisdom and humility would hardly dare to dream.

Our limit is our bias although I find a lot of people seem to get this reversed.

Bias arises inevitably from… well, call it what you want: our nature, a state of being, Dasein. Whatever to call it, we’re inescapably subject to it, beset and enamoured by it. Its cumulative effects inflect our cultural systems and institutions while remaining, as Heikes says, invisible to everyone involved, like the water to those oblivious fish. This may be why Mackenzie sets the “onus of proof” for demonstrating bias, be it misunderstanding or insufficient consideration, upon “the person who claims that something is biased, for that is provable,” i.e. hey look! something more, something else, something different. As for demonstrating that someone has fully completely understood or utterly thoroughly considered a matter, and therefore is unbiased: this remains impossible although more and more our cultural infatuation is to start your impossible and put those pesky finite limitations to the sword. Time to fly on waxen wing and silence thy father’s voice.

Characterising limit as the antagonist is not our only option although for raising hackles, or for squeamish sentiments like Mackenzie’s introduction, I guess bias was inevitably doomed to be the dagger of our mind. Still, somewhat less drastic is MacMullen, who casts bias as a more benign prejudice “that exhibits resistance to rational criticism” wherein, I suppose, the patient must minister to himself. As it happens, I have a teacher bias that is comfortable with MacMullen’s perspective, particularly where he cuts to the core debate that has faced biased educators through the ages: what should comprise the curriculum? what should we teach because what is worth learning? what is school for? Whatever our response to any of this, surely it’s not to cap our limits but to stretch them.

“We must decide,” MacMullen counsels, “whether, when, and how to expose children to (what we take to be) the most powerful critiques of and significant alternatives to our existing political order.” Critical thinking powers activate! – though that goes for you too, Critical Theorists, so I hope you brought enough for everybody.

Hey, though, one look at the pantheon of scholars and heroes in this post should be all anyone needs, as compared to MacMullen’s thing about (what we take to be) critiques and alternatives to our existing political order – or any order, for that matter… since when did the root of all debate become a mere parenthetical?

Click here to read On Bias: II. Wrong Bias?

Time Well Spent

… by studying why we’ve been wrong, we can be more right.

Russell Napier

Featured Image Credit: Photo by Steve Buissinne from Pixabay

I’ve been called a cynic, which I’ve long held rather as healthy scepticism. And I’ve railed over uncertainty now and then, mostly in academics although, in fairness, never absolutely. But, all irony aside, I now defer with appreciative respect to Russell Napier, whose typically gripping understatement offers a typically brilliant case not simply for uncertainty but for its necessity.

In this video interview with the Parish Church of St. Cuthbert, Edinburgh City Centre, Napier paints a humble image of The Library of Mistakes, a repository of “the recorded uncertainty of how things work in the real world” (to quote his Keeper’s Blog on the Library website).

Napier initially co-founded the Library to register mistakes from business and finance although he mentions that the Library’s embrace has since widened to reflect more equitable representation… true enough: if there was ever a sector of sustainable growth…

On the other hand, if the Library may ever truly succeed, you expect it will need to put itself out of business – gladly, I suppose. But, as I say, all irony aside.

Napier devotes a good portion of his commentary here to sound money, fraudulent banking, and the consequences of ruinous ill discipline. He’s droll, simple, clear, and engrossing.

It’s not all negative, either: whether or not the flipside to every mistake is great success or mere intention – either way, hey… there’s a flipside.

And that, I suppose, is the take-away just now, for me anyway… with modest whimsy, Napier and the Library sound a call of respect for uncertainty and the untidiness that efficiency and statistics and computation are not only unwilling to consider but unable to predict or control. If the reason to embrace uncertainty is because outcomes can’t be guaranteed, what is that if not attributable to people… to our deficiency, our equivocation, our inexactitude? In a culture where metrics are religion and science invincible, truth is what can be measured, and qualitative uncertainty has been a nobly humoured side of fries.

Napier speaks here for about half an hour, ahead of a short and equally informative Q&A, and caps his remarks with a reminder that any opinion one has will utterly depend on the perspective one takes in order to have it.

As ever with Russell Napier, at least for me, the time spent feels most definitely worthwhile and insufficiently brief.

Seriously, watch this interview.

A Kind of Certainty: V. Fleeting Uncertainty

Click here to read Pt IV. A Kind of Faith


A Kind of Certainty

V. Fleeting Uncertainty

Like a vast sea of experience is all that we know and learn and encounter every single day. We are but tiny ships bobbing and rolling upon its waves, its currents steering us here and there. How on earth do we discern and decide what we value, what we believe, in order to collaborate with others in meaningful curricular relationships? (One almost prefers they might be waylaid by pirates, or something.) For me, one way to decide is to consider our shared motives, then find incentives to collaborate from there. Notwithstanding the degree to which people are educated, or by whom, everybody has motives.

But we do not all necessarily have a particular destination or a future port-of-call. So the aim for curriculum appears to be that of shaping motives to coincide with the current state of affairs such that, in a broad sense, people can (a) function – a measure of the self-ful[1] – and then (b) contribute – a measure of the selfless. Upon this vast sea, we are not so much bound for any one destination as we are bound to assist each other, each underway to wherever best suits our particular circumstances at that time – yours for you, and mine for me – and let the tangents direct us as they will.

Education, I have come to learn, is learning to have more than a destination or purpose of my own. It is to convoy with others and have faith that they do the same for others and for me, and putting in to decidedly worthwhile ports-of-call on the way. On the way, we chart our courses, but as similar as the ocean might look any given moment, wave after rolling wave, no two moments are ever exactly alike. To that degree, everyone must chart on their own. How intentionally we aid each other, how much or how little we trust, how sincerely we navigate, it is our shared curricula that will determine how effectively we undertake any particular decision we are ever likely to face, alongside whomever we find ourselves. The more we convoy in earnest, the safer we will be. With that kind of support, what is it that would sink us?

One final cautionary note: if and when some finally do make landfall somewhere, with certainty to their decision, we must acknowledge that their perspective will shift dramatically from those others who remain, however more or less certain to remain, out at sea. Not everyone wants to remain out at sea, and such variances our curricula are obliged to accommodate, if not fully comprehend or appreciate. There on that solid shore might be a tighter homogeneous culture that yields a more one-sided – or dogmatic? prejudiced? – communal certainty all its own. On that shore we might find a trade-off that sets the communal trustworthiness of the bobbing convoy against the stable individual footing of landfall. Yet somehow we all must sustain what we share, no matter the differences that may arise between sailor and landlubber – and why?

Because what remains the same amongst us – indeed, that which makes us who and what we are – is what we have in common. Common to all of us is being alive, being a person, being a human being, someone deserving of a basic respect for human dignity. Each of us, all of us, every one of us. We are all people. In this regard, really all that differs between us is where we are, and when. For people to think in any way differently than this about other people is narrow, delusional, perhaps cruel, and flat-out wrong. That may hardly feel a satisfactory closing, maybe even anti-climactic, but who ever said learning was meant to be entertainment?[2] Learning’s the thing wherein we catch the conscience of each other.

Click here for the Bibliography

Click here to read Pt I. An Uncertain Faith


Endnotes

[1] Forgive the invention, “self-ful.” I hesitated to use “selfish,” which tends to connote self-seeking and self-aggrandizing behaviour (in that colloquial sense of “No, you can’t have any of my ice cream”), and taking inspiration from the Bard, I just made up a word of my own. Likewise, I do not use “selfless” in some altruistic way so much as simply to counter “self-ful”; as a pair, I intend them to signify simply the notion of there being, for each of us, an intrinsic “me” and plenty of extrinsic “not me’s.” Further, with my students, I would liken self-fulness to each one’s academic efforts and scholarship, and selflessness to voluntary service and community stewardship of whatever kind. The longer-term idea was teaching students to balance these as required by kairos, by circumstance – an appropriate time for each, and the wisdom to know the difference.

[2] Or maybe, just maybe, there’s a curricular role for those gnarly amphibious surfers, after all.

Hawai'i Summer 2008
Teacher at work: catch a wave to catch the conscience?