Averages and Numbers

Mark Twain is reputed to have said that, on average, a man with his head in the oven and his feet in a bucket of ice water is comfortable. Today, that aphorism is more worth heeding than ever. Everyone seems to be obsessed with numbers, but most people really fail to understand all the numbers they so blithely cite or follow.

For example, in Cedar City, in January the relative humidity is often over 70%. Sounds really humid, doesn’t it? It’s not. Not in the slightest. The average high temperature is 42 degrees Fahrenheit, the average low 17F, and the altitude is close to 6,000 feet. At those temperatures, the maximum amount of water the air can hold [at 100% relative humidity] is between 2 and 4 grams per kilogram of air, and with the higher altitude, that kilogram of air is larger than at sea level, which means the water vapor is even more diffuse. By comparison, on a mild spring day, at sea level, with the temperature at 70F, and a relative humidity of 50%, each kilogram of air would hold 8 grams. So 50% percent relative humidity at 70F means twice as much water vapor as 100% relative humidity at 42F. Of course, that’s why it’s called relative humidity, and why it doesn’t mean near as much in the winter as in the summer.

In terms of income, averages can be extremely deceptive. In 2014, the mean [or average] U.S. family income was $72,641. That doesn’t sound so bad, but the median [the midpoint income, with half the incomes above and half below] family income was $59,939. And neither the median nor the mean indicates that 15% of American families, or roughly forty-five million people, have incomes below the poverty level of $23,500 for a family of four or $11,770 for a single individual [before federal and state benefits], that 66% of all Americans earn less than $41,000, or that half of all income was earned by the 20% of families earning over $100,000.

EPA estimated mileage numbers are another case where it helps to know what’s behind the numbers. The EPA test protocol is based on the car model in question being driven at legal highway speeds 45% of the time and in city traffic 55% of the time. Virtually all cars get better mileage at highway speeds than in local traffic; so if you drive exclusively in the city and suburbs, your vehicle is almost never likely to reach the EPA estimated mileage figures. Nor will it reach those figures if you’re one of those drivers who drive at speeds in excess of 80 mph.

Another problem with numbers is that far too many organizations are so obsessed with quantifying performance that they insist on quantifying the unquantifiable. My wife the voice and opera professor faces this every year, and each year the quantification demands get stronger and the insistence on a wider range of objective performance data gets louder… and the accompanying paperwork gets more involved and more time-consuming. One of the basic problems with rating voice performance is that, to begin with, unless a singer can match pitch, sing on key, and in the proper tempo and rhythm, they fail. Above that basic level of performance, objective quantification becomes close to impossible. Beyond that level there are no objective standards that apply across the board. Some professional singers are limited to two octaves or so; some few can sing a range of four. How does one quantify the richness or timbre of a voice, or the phrasing, or the breathing? What about the occasional voices that are unique, that go beyond mere technique? But the educational mavens want numbers! The same is true of writing. I’ve seen a great deal of writing over the years that is grammatically correct… and terrible. I’ve seen great storytellers with terrible grammar. Objectively weighing writing through a set of rubrics or “objective” parameters is close to useless – except for weeding out those who can’t write at all.

So why are we so obsessed with numbers when it’s very clear, at least to me, that there are places for numbers and places where relying on numbers makes no sense?

One reason is because, as a society, we fear what we think is the “tyranny of subjectivity,” of relying on personal and professional judgment that can be warped by factors unrelated to the quality [or lack thereof] of what is being measured or judged. Numbers seem so much more “impartial.” The problem is that they can be just as biased in their own way… and very few people seem to realize that. Except Mark Twain, who also said, “There are lies, damned lies, and statistics.” Yet we are swamped in a sea of statistics demanded by more and more institutions and organizations, and government bureaucracies who all seem to think that the numbers, and only the numbers, hold all the answers.

Water, Water, Everywhere

This past weekend I was in Denver, visiting family, and I took my usual morning walk along one of the walking/running/biking paths… and it seemed like I ran across more than a hundred people, most of them incredibly fit-looking, not exactly a surprise, given that Colorado is rated as the most “fit” state in the union. As a walker, albeit a fast walker who can almost keep up with the slower joggers, the few other walkers and I were definitely outnumbered by runners and bikers. And I was definitely outnumbered by all those who carried water-bottles and water back-packs; even some of the slowest walkers seemed to be carting water bottles.

I’ve never seen so many people carting water, and I have to ask why.

Living as I do in Cedar City, which is high desert, and dry enough most of the time to make Denver seem tropical by comparison, I’m well aware of the dangers of dehydration. I always make sure I’m hydrated before I take my walk, and then again after I return.

While the average humidity in Denver is around 50%, in Cedar City, from April to October it’s around 22%, and the high temperatures are close to those in Denver. But I don’t see the same proliferation of water paraphernalia in my home town as I was seeing in Denver.

What exactly is the concern with hydration that goes with the physical fitness cult?

I definitely understand the need for adequate fluids, especially on hot days,or if you’re well away from civilization. I certainly understand the need for endurance and long-distance runners to carry water bottles… but for 20 to 40 minute walks or runs, especially early in the day when it’s cooler? But then, when I did a little research, it turned out that if you’re exercising and in good health, it’s just about impossible to drink too much water.

But I still wonder if hydration is being overemphasized. Does everyone need to carry water all the time, especially in the middle of a city?

Reasons to Read

From my point of view, there are four basic reasons people read: (1) for entertainment, which includes escaping reality; (2) for knowledge, or to learn about things they don’t know in some fashion; (3) for inspiration, and/or to think about matters in new or different ways; and (4) for occupational/scholastic necessity, although I’d hope scholastic necessity includes learning (which it doesn’t, unhappily, for all too many students today).

People also delude themselves about those reasons. Reading about cinema stars or the Kardashians, or reading tabloid stories about natural disasters and the like isn’t learning; it’s entertainment. And reading to obtain knowledge in order to use that knowledge to reinforce existing thought patterns is certainly reading for knowledge, but it doesn’t do much for thinking when the mindset is already ossified.

One of the great benefits of fiction, especially science fiction and fantasy, is the best of books in these genres can not only entertain, allow a certain escapism, but also impart knowledge and spur thought. On top of that, they can provide income and a following for the critics who review them, although, from what I’ve seen over the years, a certain percentage of those critics neither learn anything from some books nor are able to think about what the book contained, but then they probably weren’t the best students, either.

In any case, F&SF at its best does all of the above, and at its worst still provides entertainment…and that’s not something you can say about an awful of aspects of society today.

So… keep reading.

Anger … and Non-Comprehension

One of the latest political polls I saw showed that the three “non-political” candidates [Trump, Carson, and Fiorina] for the Republican Presidential nomination now hold over fifty percent of the likely Republican voters. Another showed Bernie Sanders leading Hillary Clinton in several key primary states. Whether these numbers are totally accurate or whether they rise or fall, they’re highly significant in two regards.

First, they show how much anger and dissatisfaction there is among the electorate with professional politicians and Washington, D.C. And second, they show the lack of political and economic understanding on the part of most Americans, not to mention a high degree of hypocrisy.

I’ve already written about the anger, and that’s pretty obvious to many Americans as well as the political commentators.

I’ve mentioned aspects of the lack of understanding before, and some comments in response to my observations also illustrate that there’s a wide-spread failure to understand why seeming “simple” and “common-sense” solutions, as many proposed by Trump and others are called, are neither simple nor common-sense…and certainly not affordable under current taxation levels. A tremendous percentage of the American people, when it comes to government, have no comprehension of the costs involved, one way or the other.

Most Americans believe that wasteful federal spending should be eliminated, but they won’t support the elimination of excess military bases, because they represent jobs in their districts. The army has more tanks than it can use; that’s one reason why the army had no problem turning over excess armored personnel carriers and other equipment to police forces. The BLM runs essentially runs in the red because federal grazing rates are between half and a fifth of what private grazing rights go for. IRS audit rates are the lowest in years, if not forever, and getting to the taxpayer assistance lines takes hours at times because Congress cut IRS funding so much. Lower audits mean less revenue and more successful tax cheats. The list of Congressionally mandated requirements that reduce tax revenues and subsidize special or popular interests, virtually all in response to popular or contributor political pressure, would take pages and pages to even summarize.

There was a huge hue and cry over corporate profits and American companies moving their headquarters abroad, and the popular and political response wasn’t to deal with the reason behind those moves, which is the U.S. tax structure, but to make it more difficult for companies to do that… which is already proving ineffective and giving more companies to move their headquarters abroad — exactly the opposite of what would be desirable.

Minimum wage workers want higher wages, and need them if they are to be able to support themselves without federal aid, but small businesses don’t want higher wages mandated, and most voters who aren’t minimum wage workers don’t want to pay higher taxes to provide income support and welfare benefits to the working poor who need those benefits because their wages are so low.

In short, voters want lower taxes, but no cuts in federal programs that benefit them, only in “other people’s programs,” and they also want to beef up programs such as immigration enforcement, law enforcement, without any increase in taxes.

Yet they’re angry that the “career politicians” can’t deliver this impossible package, and they get angry at any politician or public figure who points out that what everyone wants costs more than anyone wants to pay.

So they’re voting for the “outsiders.” The problem is that basic economics doesn’t care whether a politician is an insider or an outsider. We’ve reached a point where we can’t keep borrowing more than we’re willing to taxes ourselves… and a huge percentage of the electorate isn’t willing to face the problem. They just want someone else to pay for it, and they’re voting for anyone who will support their delusions.

The Minimization of the Unobvious

With all the conflict during “Hugo season” about diversity, multi-culturalism, social justice and their relation to story-telling, I thought a little perspective might be useful, particularly with what I see as an underlying and incorrect assumption that F&SF was a white man’s province bereft of diversity and multi-culturalism until recently, say, perhaps the last twenty years or so.

To begin with, multi-culturalism and diversity in science fiction and fantasy didn’t start in the 1980s or 1990s. Andre Norton [aka Alice Mary Norton] was writing about full-blooded Navajos in the 1950s. Leigh Brackett featured Eric John Stark, with skin almost as dark as his black hair. The Left Hand of Darkness, the acclaimed novel by Ursula Le Guin featuring a biologically hermaphroditic alien human society, was published in 1969, and those are just a small smattering of the F&SF novels featuring diverse racial and gender settings and themes published long before the current “diversity” movement. Ironically, of course, a good many of those novels were written by women and published under male or gender-neutral pseudonyms. And yes, such novels were not in the majority. They were a definite minority, and often such efforts were overlooked when they were plainly there.

Ursula Le Guin has noted more than once that the dark skin of the protagonist of A Wizard of Earthsea has been continually overlooked by readers and cover artists [or perhaps that artist was instructed to overlook it for marketing purposes]. Heinlein’s main character in Starship Troopers was a young man of Philippine heritage who spoke Tagalog, something that still gets glossed over in critiques of the novel.

By the 1ate 1980s, more than twenty-five years ago, F&SF novels with culture, race, and gender issues were certainly prominent, and the works (and death) of James Tiptree, Jr. [Alice Hastings Bradley Sheldon] had inspired even greater discussion of gender and diversity in F&SF. Octavia Butler began publishing short stories in the early 1970s and went on to become a major voice for black themes and writers by the 1980s.

A number of other writers have quietly incorporated multi-culturalism, gender and gender issues, and other forms of diversity in their books as well, even if they have not been recognized as “standard bearers.” I’ve written eight books strictly from the female point of view and another three with multiple POVS, one of which is female in each of those three books. I’m also known for strong female characters. I’ve written two books from the “minority” POV, one a black male officer in a predominantly white space force, the other a blond Anglo in a predominantly Asian/Shinto culture, both of whom face quiet discrimination. I’ve also had strong minor characters [and not villains!] who have been gay, lesbian, and transgendered. I didn’t do any of this in service to any ideology. Those were the stories I was telling, and they were based on the kinds and types of people I know. I’m not claiming any honors or demanding praise, but I am saying that too many authors who quietly include what might be called multicultural societies and diversity in their worlds and who write a good story often have that diversity ignored or dismissed because it isn’t blatant enough, or because diversity itself isn’t the story. This often amounts to the minimization of non-obvious excellence and the elevation of often less-excellent message stories.

I’ll also admit that, at times, diversity can and should play a larger part. The Left Hand of Darkness is an amazing novel, and was especially so when it was written and published, particularly because it featured a straight protagonist facing politically and physically life-threatening situations sparked by the interplay of his very presence and two cultures whose hermaphroditic nature created a far more ambiguous and indirect weave of societal pressures than the protagonist could ever have anticipated. The story and the culture cannot be separated, and that’s the way it should be.

That doesn’t mean that every good or excellent F&SF story needs to be about diversity, or gender, or multi-culturalism, although not including a diverse cast of characters, given the makeup of our world today, strikes me a highly unrealistic. Nor should a novel be elevated unduly or praised merely because it features diversity, but a novel that has a good plot, and good characters, with diversity as well, should rate higher, in terms of literary value, than one that is simply a rip-roaring adventure story.

All of which underscores what I’ve been trying to point out for months – it should be the totality of the story or book, not the current flavor du jour [or decade] of what’s on readers’ social agendas, that determines the value of a book.