Generalization Quotes & Sayings

The essence of knowledge is generalization. That fire can be produced by rubbing wood in a certain way is a knowledge derived by generalization from individual experiences; the statement means that rubbing wood in this way will always produce fire. The art of discovery is therefore the art of correct generalization ... The separation of relevant from irrelevant factors is the beginning of knowledge. — Hans Reichenbach

some linguists have also concluded that, while the innatist perspective provides a plausible explanation for first language acquisition, something else is required for second language acquisition, since it so often falls short of full success. From the cognitive psychology perspective, however, first and second language acquisition are seen as drawing on the same processes of perception, memory, categorization, and generalization. The difference lies in the circumstances of learning as well as in what the learners already know about language and how that prior knowledge shapes their perception of the new language. — Patsy M. Lightbown

In a novella, a whole lot of crap can happen, and you can build momentum and suspense and leave room for a surprise or three. Stories are cut down to the most essential elements, and novels (this might be an unfair generalization on my part) are big fat clumsy efforts where the reader can snooze for a couple chapters and miss nothing of consequence. Hence my love for the middle way. — Robert Reed

An aphorism is a generalization, therefore not modern. — John Fowles

How can a modern anthropologist embark upon a generalization with any hope of arriving at a satisfactory conclusion? By thinking of the organizational ideas that are present in any society as a mathematical pattern. — Edmund Leach

You, who are so observant, will no doubt concede the generalization that people divide into two large classes, those who live mainly in hope and those who live mainly in recollection. — Soren Kierkegaard

The first man who said "fire burns" was employing scientific method, at any rate if he had allowed himself to be burnt several times. This man had already passed through the two stages of observation and generalization. He had not, however, what scientific technique demands-a careful choice of significant facts on the one hand, and, on the other hand, various means of arriving at laws otherwise than my mere generalization. — Bertrand Russell

As a broad generalization, liberals see income as a public good that is distributed, like crayons in a kindergarten class. If so-and-so didn't get his or her fair share of income, it's because someone or something - government, the system - didn't distribute income properly. To the extent conservatives see income inequality as a problem, it is as an indication of more concrete problems. If the poor and middle class are falling behind the wealthy, it might be a sign of declining or stagnating wages or lackluster job creation. In other words, liberals tend to see income inequality as the disease, and conservatives tend to see it as a symptom. — Jonah Goldberg

Footballers do get a hard time, and there is a lot of generalization going on. When you get to meet players and know them as lads, it's always a bit different. — Frank Lampard

An idea is always a generalization, and generalization is a property of thinking. To generalize means to think. — Georg Wilhelm Friedrich Hegel

As the generalization goes about the art industry, people can be really challenging and thought-provoking in their thinking and questioning the status quo, and it's really important that the status quo can be questioned and that there are people doing that. — Lily Cole

The idea which ... shuts out the Second Coming from our minds, the idea of the world slowly ripening to perfection, is a myth, not a generalization from experience. — C.S. Lewis

I do think that there are - again, gross generalization - more women than men that can tolerate that or that are OK with that. — Maryann Brandon

Generalization is a natural human mental process, and many generalizations are true - in average. What often does promote evil behavior is the lazy, nasty habit of believing that generalizations have anything at all to do with individuals. — David Brin

During the first half of the present century we had an Alexander von Humboldt, who was able to scan the scientific knowledge of his time in its details, and to bring it within one vast generalization. At the present juncture, it is obviously very doubtful whether this task could be accomplished in a similar way, even by a mind with gifts so peculiarly suited for the purpose as Humboldt's was, and if all his time and work were devoted to the purpose. — Hermann Von Helmholtz

There is nothing in the education of the average non-scientific human being to discourage him from the habit of generalizing from little or no evidence, and worse still and far more important, nothing to discourage him from the habit of starting with a generalization and ending up with the individual, instead of the other way round. — Gwethalyn Graham

I tend to support and get behind issues instead of candidates, because of the whole 'Super Bowl' generalization of our world - You're on this side, I'm on that side; you're a Republican, I'm a Democrat; you're country music, I'm rock music. — Brandi Carlile

God is our name for the last generalization to which we can arrive. — Ralph Waldo Emerson

Our craving for generality has [as one] source ... our preoccupation with the method of science. I mean the method of reducing the explanation of natural phenomena to the smallest possible number of primitive natural laws; and, in mathematics, of unifying the treatment of different topics by using a generalization. Philosophers constantly see the method of science before their eyes, and are irresistibly tempted to ask and answer in the way science does. This tendency is the real source of metaphysics, and leads the philosopher into complete darkness. I want to say here that it can never be our job to reduce anything to anything, or to explain anything. Philosophy really is purely descriptive. — Ludwig Wittgenstein

Therefore we can posit this generalization: That a painting is the representation of the artist's notion of reality in the terms of the plastic elements. The creation of a plastic unit reduces all the phenomena of the time to a unity of sensuality and thereby relates the subjective and objective in its relevance to man. Art therefore is a generalization. The use of the plastic elements to any other ends, which are most usually particularizations and descriptions of appearances, or which serve the stimulation of separate senses, are not in the category of art and must be classified in the category of applied arts. — Mark Rothko

We lay down a fundamental principle of generalization by abstraction: The existence of analogies between central features of various theories implies the existence of a general theory which underlies the particular theories and unifies them with respect to those central features. — E. H. Moore

Troubles, you see, is the generalization-word for what God exists in. — Jack Kerouac

Limitation is a good discipline because it discourages inappropriate generalization, which distracts attention from the profound, particular complexity that characterizes anything at all. — Marilynne Robinson

Law is no explanation of anything; law is simply a generalization, a category of facts. Law is neither a cause, nor a reason, nor a power, nor a coercive force. It is nothing but a general formula, a statistical table. — Florence Nightingale

In reading, one should notice and fondle details. There is nothing wrong about the moonshine of generalization when it comes after the sunny trifles of the book have been lovingly collected. If one begins with a readymade generalization, one begins at the wrong end and travels away from the book before one has started to understand it. Nothing is more boring or more unfair to the author than starting to read, say, Madame Bovary, with the preconceived notion that it is a denunciation of the bourgeoisie. We should always remember that the work of art is invariably the creation of a new world, so that the first thing we should do is to study that new world as closely as possible, approaching it as something brand new, having no obvious connection with the worlds we already know. When this new world has been closely studied, then and only then let us examine its links with other worlds, other branches of knowledge. — Vladimir Nabokov

All science ever did was measure a teensy sliver of the universe and assume that everything else behaved the same way. — Peter Watts

Generalization is impossible. It is an insult. — Anneli Rufus

To minds of a certain cast there is nothing so captivating as simplification and generalization. — Thomas Malthus

... "Don't Somalis take the part and mistake it for the whole too?" Jeebleh knew e was in a distancing mode, apart from 'them'. ... — Nuruddin Farah

The superficial and the slipshod have ready answers, but those looking this complex life straight in the eye acquire a wealth of perception so composed of delicately balanced contradictions that they dread, or resent, the call to couch any part of it in a bland generalization. — Peter De Vries

The rich are all alike, to revise Tolstoy's famous words, but the poor are poor in their own particular ways.

Any reasonably intelligent reader could blow that generalization apart in the time it takes to write it. But as with most generalizations, a truth lies behind it. Ultimately, what binds the rich together is that they have more money, lots more. For one reason or another, the poor don't have enough of it. But poverty doesn't bind the poor together as much as wealth and the need to protect it bind the rich. If it did, we would hear the rattle of tumbrels in the streets. One hears mutterings, but the chains have not yet been shed. — William McPherson

There is no such thing as beauty, especially in the human face ... what we call the physiognomy. It's all a mathematical and imagined alignment of features. Like, if the nose doesn't stick out too much, the sides are in fashion, if the earlobes aren't too large, if the hair is long ... It's kind of a mirage of generalization. People think of certain faces as beautiful, but, truly, in the final measure, they are not. It's a mathematical equation of zero. "True beauty" comes, of course, of character. Not through how the eyebrows are shaped. So many women that I'm told are beautiful ... hell, it's like looking into a soup bowl. — Charles Bukowski

This is a horrid generalization, so I'll probably get hate mail from stockbrokers. I would have been forced to get back to work, and would have been less accustomed to being in touch with my feelings and allowing my feelings to drive my decisions and behavior. — William Mapother

Name the nine prime fallacies," he snapped. "Simplification. Generalization. Circularity. Reduction. Analogy. False causality. Semantism. Irrelevancy ... . — Patrick Rothfuss

The Dream thrives on generalization, on limiting the number of possible questions, on privileging immediate answers. — Ta-Nehisi Coates

To engage the written word means to follow a line of thought, which requires considerable powers of classifying, inference-making and reasoning. It means to uncover lies, confusions, and overgeneralizations, to detect abuses of logic and common sense. It also means to weigh ideas, to compare and contrast assertions, to connect one generalization to another. To accomplish this, one must achieve a certain distance from the words themselves, which is, in fact, encouraged by the isolated and impersonal text. That is why a good reader does not cheer an apt sentence or pause to applaud even an inspired paragraph. Analytic thought is too busy for that, and too detached. — Neil Postman

The church as we know it today seems a million miles from the New Testament church. That may be a great generalization, but I will stand on it. There is a gulf between our average Christianity and the church of New Testament that makes the Grand Canyon look like a cavity in someone's tooth. — Leonard Ravenhill

Prior to any generalization about literature, literary texts have to be read, and the possibility of reading can never be taken for granted. It is an act of understanding that can never be observed, nor in any way prescribed or verified. — Paul De Man

As a broad generalization, big businesses have no moral objections to being whores. Getting into bed with Uncle Sam is all a question of price, not principle. — Jonah Goldberg

I think it's very difficult to make any single, generalized statements about the press, of course the press is such varied character and quality and to the different media and so on, so a generalization is very difficult. — Walter Millis

Artistic truth is for me literally the highest truth: art may seize the essence of persons and movements no less truly, and certainly far more vitally, than a scientific generalization unifies a chaos of phenomena. Time and Space are only the conditions through which spiritual facts struggle. Hence I have here and there permitted myself liberties with these categories. — Israel Zangwill

Several of the peculiarities of WEIRD culture can be captured in this simple generalization: The WEIRDer you are, the more you see a world full of separate objects, rather than relationships. — Jonathan Haidt

Generally, writers descend from a lesser tribe, and whatever claim to beauty we have shows up on the printed page far more often than it does in our mirrors. Even as I writer these words I think of dozens off writers, both male and female, who make a mockery of this generalization. But comeliness among writers is rare enough to be noteworthy. — Pat Conroy

Even the recognition of an individual whom we see every day is only possible as the result of an abstract idea of him formed by generalization from his appearances in the past. — James G. Frazer

In general, generalization is to lie, to tell lies. — B.S. Johnson

Each category is generalized to the greatest possible extent, so that it eventually loses all specificity and is reabsorbed by all the other categories. When everything is political, nothing is political anymore, the word itself is meaningless. When everything is sexual, nothing is sexual any more, and sex loses its determinants. When everything is aesthetic, nothing is beautiful or ugly any more, and art itself disappears. — Jean Baudrillard

Too rigid specialization is almost as bad for a historian's mind, and for his ultimate reputation, as too early an indulgence in broad generalization and synthesis. — Samuel E. Morison

Here's a generalization but in my experience, it's true. Women love to sit and talk for no apparent reason but to talk, but we men, we're just not cut out to chitchat for the sake of chitchat - we don't have time for it. We men are very simple people: if we like what we see, we're coming over there. If we don't want anything from you, we're not coming over there. Period. — Steve Harvey

Seeing a lot of water like that every day is probably an important thing for human beings. For human beings might be a bit of a generalization - but I do know it's important for one person: me. If I go for a time without seeing water, I feel like something's slowly draining out of me. It's probably like the feeling a music lover has when, for whatever reason, he's separated from music for a long time. The fact that I was raised near the sea might have something to do with it. — Haruki Murakami

I am afraid I am one of those people who continues to read in the hope of sometime discovering in a book a single - and singular - piece of wisdom so penetrating, so soul stirring, so utterly applicable to my own life as to make all the bad books I have read seem well worth the countless hours spent on them. My guess is that this wisdom, if it ever arrives, will do so in the form of a generalization. — Joseph Epstein

Repetition plus translation plus generalization results, with the correct calculation, in clarification. If there is such a thing as 'progress in religion', it can only manifest itself as increasing explicitness. — Peter Sloterdijk

College graduates and women with higher earnings are now more likely to marry than women with less education and lower wages, although they generally marry at an older age. The legal profession is one big exception to this generalization. Female attorneys are less likely to ever marry, to have children, or to remarry after divorce than women in other professions. But an even higher proportion of male attorneys are childless, suggesting there might be something about this career that is unfriendly to everyone's family life, not just women's. — Stephanie Coontz

The word generalization in literature usually means covering too much territory too thinly to be persuasive, let alone convincing. In science, however, a generalization means a principle that has been found to hold true in every special case ... The principle of leverage is a scientific generalization. — R. Buckminster Fuller

Randy grinds his teeth for about a mile, and then says, "If there is any generalization at all that you can draw about how men think versus how women think, I believe it is that men can narrow themselves down to this incredibly narrow laser-beam focus on one tiny little subject and think about nothing else." "Whereas women can't?" "I suppose women can. They rarely seem to want to. What I'm characterizing here, as the female approach, is essentially saner and healthier." "Hmmmm. — Neal Stephenson

It is wiser, I believe, to arrive at theory by way of evidence rather than the other way around ... It is more rewarding, in any case, to assemble the facts first and, in the process of arranging them in narrative form, to discover a theory or a historical generalization emerging of its own accord. — Barbara Tuchman

There in wine is found the great generalization: all life is fermentation. — Richard P. Feynman

To make an absolutely gross generalization, I think a lot of people feel like if you're mixed, more often than not you're quote unquote white. So if you're mixed, you embrace the mainstream culture more than the African-American culture. — Keegan-Michael Key

To teach students any psychology they did not know before, you must surprise them. But which surprise will do? Nisbett and Borgida found that when they presented their students with a surprising statistical fact, the students managed to learn nothing at all. But when the students were surprised by individual cases - two nice people who had not helped - they immediately made the generalization and inferred that helping is more difficult than they had thought. — Daniel Kahneman

No generalization is wholly true - not even this one. — Oliver Wendell Holmes Jr.

Hate generalizes; love specifies. Or: The movements of hatred are toward generalization; love's movements are toward specification. — Robin Morgan

the nature of animal consciousness is such that the world we can be conscious of is only a world of surfaces and signs, a world generalized, made common - that everything that becomes conscious thereby becomes flat, thin, relatively stupid, general, a sign, a herd signal; that all coming to conscious involves a vast and thoroughgoing corruption, falsification, superficialization, and generalization. Heightened — Friedrich Nietzsche

Generally it appears the case that, when faced with all life's problems, the baby, he wants to cry about everything, the child wants to question everything, the teenager wants to rebel against everything, the young adult wants to solve everything, the middle-aged adult wants to protect everything, and the elder wants to accept everything. — Criss Jami

Avoid context and specifics; generalize and keep repeating the generalization. — Jack Schwartz

Texas is a country in its own. It's made up of half Mexico/half United States but completed mixed. I don't mean to draw a generalization but it is a place, a territory, that's really made up of all these encounters, you know? — Gael Garcia Bernal

The Germans, if one may risk a generalization, have a weakness for blaming foreigners for their failures. — William L. Shirer

People forget that stereotypes aren't bad because they are always untrue. Stereotypes are bad because they are not always true. If we allow ourselves to judge another based on a stereotype, we have allowed a gross generalization to replace our own thinking. — George Takei

I wouldn't worry about it too much, son. Certainly not about the peasants and the servants. They don't feel things as we do."
"They're human."
"Barely. They might as well be another species. What would happen without us to keep them in check? They wouldn't work the land. They would be at each other's throat if we weren't there to restrain them. Face it, they are driven by their instincts. Granted, that is a generalization, and there are some individuals who rise above that. Personally I think that is how the nobility originated. Even today, with the help of the Gods, hard work and some luck such a man can rise above his station. But as a group ... — Andrew Ashling

During a Facebook discussion awhile back, I posted something to the effect that we didn't need GMOs and that no one did. While this was a generalization, I refused to retract it when a friend of a friend argued that I shouldn't speak for everyone, and that we shouldn't, "throw out the baby with the bathwater." I would argue that the last thing we need on this planet, is a lot of two-headed babies. Toss the water, and whatever's in it. GMOs simply have not, and I would argue further, probably never will be demonstrated to be safe, and we do not need them. — Steve Bivans

An extra-terrestrial philosopher, who had watched a single youth up to the age of twenty-one and had never come across any other human being, might conclude that it is the nature of human beings to grow continually taller and wiser in an indefinite progress towards perfection; and this generalization would be just as well founded as the generalization which evolutionists base upon the previous history of this planet. — Bertrand Russell

There are always exceptions to every generalization.
[A Christian Epilogue] — John B. Cobb Jr.

A single observation that is inconsistent with some generalization points to the falsehood of the generalization, and thereby 'points to itself'. — Ian Hacking

Prediction can never be absolutely valid and therefore science can never prove some generalization or even test a single descriptive statement and in that way arrive at final truth. — Gregory Bateson

The historians criticized a tendency, as they phrased it, to too rapid generalization. Other people blamed my method; and those who complimented me were those who understood me least. — Andre Gide

Fishing provides time to think, and reason not to. If you have the virtue of patience, an hour or two of casting alone is plenty of time to review all you've learned about the grand themes of life. It's time enough to realize that every generalization stands opposed by a mosaic of exceptions, and that the biggest truths are few indeed. Meanwhile, you feel the wind shift and the temperature change. You might simply decide to be present, and observe a few facts about the drifting clouds ... Fishing in a place is a meditation on the rhythm of a tide, a season, the arc of a year, and the seasons of life ... I fish to scratch the surface of those mysteries, for nearness to the beautiful, and to reassure myself the world remains. I fish to wash off some of my grief for the peace we so squander. I fish to dip into that great and awesome pool of power that propels these epic migrations. I fish to feel- and steal- a little of that energy. — Carl Safina

No one sees further into a generalization than his own knowledge of detail extends. — William James

The death camps seem easier to comprehend if we put them all into the basket of one vast generalization, which the term "death camps" implies, but in the process we mythologize or trivialize them. — Ruth Kluger

And what avails it that science has come to treat space and time as simply forms of thought, and the material world as hypothetical, and withal our pretension of property and even of self-hood are fading with the rest, if, at last, even our thoughts are not finalities, but the incessant flowing and ascension reach these also, and each thought which yesterday was a finality, to-day is yielding to a larger generalization? — Ralph Waldo Emerson

At some second transcendent moment in evolution, Edelman proposed, the development of "higher-order consciousness" was made possible in humans (and perhaps a few other species including apes and dolphins) by a higher level of reentrant signaling. Higher-order consciousness brings an unprecedented power of generalization and reflection, of recognizing past and future, so that finally self-consciousness, the awareness of being a self in the world, is achieved. — Oliver Sacks

The best way to combat racism is to have blacks and whites relate to one another as individuals, rather than as racial abstractions ... It becomes much harder to make a nasty generalization about another group after you have spent time in the home of one if its members. — Dennis Prager

Generalization, especially risky generalization, is one of the chief methods by which knowledge proceeds ... Safe generalizations are usually rather boring. Delete that "usually rather." Safe generalizations are quite boring. — Joseph Epstein

My thinking pattern always starts with specifics and works toward generalization in an associational and nonsequential way. — Temple Grandin

Particular facts are never scientific; only generalization can establish science. — Claude Bernard

Without doubt, if we are to go back to that ultimate, integral experience, unwarped by the sophistications of theory, that experience whose elucidation is the final aim of philosophy, the flux of things is one ultimate generalization around which we must weave our philosophical system. — Alfred North Whitehead

While it is probably a safe generalization that philosophers and priests have done more harm to women than pornographers, it is not an assertion that most people will today readily accept. — Jack Holland

Pay attention to minute particulars. Take care of the little ones. Generalization and abstraction are the plea of the hypocrite, scoundrel, and knave. — William Blake

Data without generalization is just gossip. — Robert M. Pirsig

The marks of this style are weight and clarity of argument, sudden turns of generalization and genial paradox, the telling short sentence to sum a complex paragraph, and unexpected touches of personal approach to the reader, whom he always assumes to be as logical, as learned, as romantic, and as open to conviction as himself. Not that in fact he was easily open to conviction; perhaps 'open to argument' would be a truer description. — Jocelyn Gibb

He resented such questions as people do who have thought a great deal about them. The superficial and slipshod have ready answers, but those looking this complex life straight in the eye acquire a wealth of perception so composed of delicately balanced contradictions that they dread, or resent, the call to couch any part of it in a bland generalization. The vanity (if not outrage) of trying to cage this dance of atoms in a single definition may give the weariness of age with the cry of youth for answers the appearance of boredom. — Peter De Vries

If it is to be effective as a tool of thought, a notation must allow convenient expression not only of notions arising directly from a problem, but also of those arising in subsequent analysis, generalization, and specialization. — Kenneth E. Iverson

I shall not be alive a half decade hence," said Seldon, "and yet it is of overpowering concern to me. Call it idealism. Call it an identification of myself with that mystical generalization to which we refer by the term, 'man. — Isaac Asimov

The true enemy of man is generalization. — Czeslaw Milosz

Generalization is the biggest challenge that must be dealt with if we are to create spaces for constructive dialogue where muslims feel they are welcomed. This is equally true with regards to Westerners! Not all Westerners are against muslims, and not all terrorist attacks in the West are linked to Islamic jihadists. — Widad Akreyi

Beware when the great God lets loose a thinker on this planet. Then all things are at risk. It is as when a conflagration has broken out in a great city, and no man knows what is safe, or where it will end. There is not a piece of science, but its flank may be turned to-morrow; there is not any literary reputation, not the so-called eternal names of fame, that may not be revised and condemned. The very hopes of man, the thoughts of his heart, the religion of nations, the manner and morals of mankind, are all at the mercy of a new generalization. Generalization is always a new influx of the divinity into the mind. Hence the thrill that attends it. — Ralph Waldo Emerson

Most historians don't much like generalizations. Indeed, they make a trade of showing that this or that generalization about the past will not work here or there or then. — Edmund Morgan

Pointing to a trend in Western democracies, Agamben posits that the declaration of an emergency state of exception itself has gradually been replaced by a "generalization of the paradigm of security as the normal technique of government" (2003/2005, 14), that is, the state of exception or emergency has become integrated in the normal functioning of the state. — Nicholas De Genova

Some people read to be entertained, as an escape. Others read to be intellectually challenged. Again, both commercial and literary fiction can accomplish these things. Neither has a sole claim over these goals. But as a generalization, commercial fiction tends to focus on entertaining, while literary fiction is more likely to present a challenge. Literary novelists rarely seek to satisfy the reader but to discomfort them. — Jane Friedman

The curious thing about individuals is that their singularity always goes beyond any category or generalization in the book. — Haruki Murakami

I've lived with boys and girls, and I find that boys are generally cleaner than girls. Generally! This is a big generalization! — Sam Claflin

Let me go out on a limb and suggest that those who see hints of a new class ideology developing around information technology are not necessarily wild-eyed. "Bit-twiddlers" are neither exactly proletariat nor bourgeoisie. They may not own the means of production in the sense that Marx argued, but they certainly do have significantly control over those means, in a more profound way than the term "symbols analysts" or "knowledge workers" captures. As a rough generalization, they value science and technological problem-solving elegance equally at least with profit. — Steven Weber

There are people who are born superficial ... They prefer not to have to deal with more than a limited number of oversimplified ideas - they prefer the book reviews to the books, the headlines and the leading paragraph to the full report, the generalization to the facts, and the negative to the positive. — Gwethalyn Graham