Monthly Archives: April 2020

What is Classic Style? A Primer for Social Scientists

This quarter, I’m teaching a course called Writing About Thinking. The course got a soft launch a couple of years back, when I taught it as an undergraduate seminar at The University of Miami. Now that I’m at UCSD, I am teaching a more advanced version of the course to a very nice group of our PhD students. The course is based on a simple premise: Writing about thinking, which every psychologist must do, is hard, but it’s possible to get better at it by first thinking about thinking. The course, therefore, involves excursions into psychological research on communication, cooperation, memory, syntax, argumentation, and, of course, style.

One of the books we’re reading is Francis-Noël Thomas and Mark Turner’s little book Clear and Simple as the Truth, in which they explicate a style of writing they call Classic Style. It’s an intentionally coy, playful little book that teaches as much about Classic Style by showing what Classic Style is as by telling what Class Style is.

The Classic Style, as Thomas and Turner lay it out, involves several guiding principles. Here are eight principles that I think are among the most important. 

(1) It is based on the conceit that it is possible to say things about the world that are true, and that it is the writer’s job to point to these things. 

(2) It assumes a writer that “takes the pose of full knowledge,” and is competent to explain everything the reader needs to know to understand the subject.

(3) It rests on the gambit that the reader is no less intelligent than the writer. The only difference between the writer and the reader is that the writer happens to know something that the reader doesn’t. The reader is perfectly competent to acquire this truth.

(4) It relies on a writer who is confident in her own abilities. She resists the temptation to argue for the importance of her subject matter, she abstains from complaining about how hard writing is or how hard-won her insights are, and she avoids self-reflection and rumination. The classic-style writer hides her effort, but because she exerted herself so mightily in advance, the end product of her effort appears effortless, as if it could have been written in no other way.

Here, Thomas and Turner convey this idea in what I regard as a triumph of Classic Style:

The classic writer is not like a television cook showing you how to mix mustard and balsamic vinegar. He is like a chef whose work is presented to you at table but whose labor you are never allowed to see, a labor the chef certainly does not expect you to share. There are no salt and pepper shakers on your table.

(5) Because the writer and the reader are intellectual equals, and because the writer is pointing at true things in the world, the two of them can have a conversation. Classic-style writing, when read aloud, sounds like one person talking to another, like a really good tour guide when you’re visiting a museum or a foreign city.

(6) Sentences and paragraphs go somewhere. Each unit of meaning, Thomas and Turner write, “has a clear direction and goal.” The payoff comes at the end of the sentence or passage, but to get to that payoff, the reader must follow a path, made of several steps, along which the writer is leading him.

(7) With all of its reality and pointing and seeing and touring , the Classic Style relies on the same image schema we use to interact with the physical world. Ideas have weight; they develop. Arguments go somewhere. We follow lines of reasoning. By relying on physical imagery, Classic Style is able to depend on some of the cognitive processes that use so successfully to navigate the real world.

(8) No topic is so complex that it cannot be explained.

The first part of Clear and Simple as the Truth is the exposition. The second part is “The Museum,” consisting of a variety of classic-style passages, along with Thomas and Turner’s analyses of them. The Museum is well worth a visit, but its examples are not as helpful for social scientists as examples from actual social science might be. I was therefore very pleased to discover yeseterday that one of my favorite articles in Psychology–Denny Borsboom, Gideon Mellenbergh, and Jaap van Heerden’s The Concept of Validity (which I am currently re-reading for a paper I’m working on, and which I blogged about earlier here)–is an exemplar of classic style.

At the opening of the paper, you find this marvel:

Please take a slip of paper and write down your definition of the term construct
validity. Now, take the classic article of Cronbach and Meehl (1955), who invented the concept, and a more recent authoritative article on validity, for instance that of Messick (1989), and check whether you recognize your definition in these works. You are likely to fail. The odds are that you have written down something like “construct validity is about the question of whether a test measures what it should measure.” If you have read the articles in question carefully, you have realized that they do not conceptualize validity like you do. They are not about a property of tests but about a property of test score interpretations. They are not about the simple, factual question of whether a test measures an attribute but about the complex question of whether test score interpretations are consistent with a nomological network involving theoretical and observational terms (Cronbach & Meehl, 1955) or with an even more complicated system of theoretical rationales, empirical data, and social consequences of testing (Messick, 1989).

Who in psychology opens a paper like that? Too few of us.

A little further along, there’s this:

The argument to be presented is exceedingly simple; so simple, in fact, that it articulates an account of validity that may seem almost trivial. It is as follows. If something does not exist, then one cannot measure it. If it exists but does not causally produce variations in the outcomes of the measurement procedure, then one is either measuring nothing at all or something different altogether. Thus, a test is valid for measuring an attribute if and only if (a) the attribute exists and (b) variations in the attribute causally produce variations in the outcomes of the measurement procedure. The general idea is based on the causal theory of measurement (e.g., Trout, 1999).

And then this: 

That the position taken here is so at variance with the existing conception in the literature is largely because in defining validity, we have reversed the order of reasoning. Instead of focusing on accepted epistemological processes and trying to fit in existing test practices, we start with the ontological claim and derive the adequacy of epistemological practices only in virtue of its truth. This means that the central point in validity is one of reference: The attribute to which the psychologist refers must exist in reality; otherwise, the test cannot possibly be valid for measuring that attribute. This does not imply that the attribute cannot change over time or that that psychological attributes are unchanging essences (cf. Kagan, 1988). It does imply that to construe theoretical terms as referential requires a realist position about the phenomena to which such terms refer. Thus, measurement is considered to involve realism about the measured attribute. This is because we cannot see how the sentences Test X measures the attitude toward nuclear energy and Attitudes do not exist can both be true. If you agree with us in this, then you are in disagreement with some very powerful philosophical movements that have shaped validity theory to a large extent.

In spite of their scholarly apparatus (such as citations in parentheses, maybe slightly too much meta-discourse), these passages bear all of the marks of Classic Style. No hedging, no apologizing, no showing off, plenty of grounding in spatial imagery (with its taking of positions, reversings of causal orderings, and so on), and a confidence that even a very complicated idea can be expressed in plain English to any reader who is willing to take some time out to “talk” with an expert about it.

As a bonus, the paper itself pushes what I regard as a classic-style view of science, measurement, and validity. On Borsboom and colleagues’ view of measurement, things either exist or they don’t, and it’s only the things that exist that can be measured. And a measure has validity as a measure of that invisible entity (intelligence, self-esteem, reading comprehension, or whatever) only if that invisible entity is real and if that entity is involved in the chain of causal processes that lead to the representations that we take to be “measurements.” Reality is out there, validity is much simpler than you think, and when we do measurement, we take a sounding of real things. I love the fit here between the the writers’ medium and their message: Borsboom and colleagues help their case along through clear, confident, conversational writing that asks the reader to no more than look where the writer is pointing. 

The UK Publication of My Upcoming Book, The Kindness of Strangers, has been delayed until September 2020

I just received word from OneWorld Publications, which is publishing The Kindness of Strangers in the UK, that they are delaying publication until September.

By then, one hopes, the world will be in good enough shape that people will have the bandwidth to turn their attention to non-Covid matters.

Until then, please enjoy the UK cover for the book, which I think is just dandy.

Trust in the Time of Coronavirus: Low Trusters are Particularly Skeptical of Local Officials and Their Own Neighbors

A few days ago, I saw the results of a new Pew poll on Americans’ trust in the wake of the Coronavirus outbreak. The poll, based on a random sample of 11,537 U.S. adults, addressed two questions: Which groups of people and societal institutions do Americans trust right now? And how do their background levels of generalized trust influence their trust in those specific groups of people and institutions?

The takeaway is troubling: High trusters and low trusters have comparable amounts of trust in our federal agencies and national institutions, but they have vastly different amounts of trust in the responses and judgments of their local officials and neighbors.

To examine these issues, the Pew resesarchers first divided the sample into three groups based on their responses to three standard questions for measuring generalized trust. Helpfully, they called these three subgroups Low Trusters, Medium Trusters, and High Trusters.

As many other researchers have found, generalized trust was associated with ethnicity (white Americans have higher levels of generalized trust than blacks and hispanics do), age (the more you have of one, the more you have of the other) education (ditto), and income (ditto). These results are hardly surprising–ethnicity, age, education, and income are among the most robust predictors of trust in survey after survey–but they do nevertheless provide an interpretive backdrop for the study’s more important findings.

What really struck me were the associations of people’s levels of generalized trust and their sentiments toward public institutions and groups of other people. Low, medium, and high trusters had fairly similar evaluations of how the CDC, the news media, and even Donald Trump were responding: On average, people at all three levels of generalized trust had favorable evaluations of the CDC; on average, people at all three levels of generalized trust had lukewarm evaluations of Trump’s response.

Where the three groups of trusters differed more conspicuously was in their evaluations of their state officials, their local officials, and–most strikingly–ordinary people in their communities. About 80% of high trusters thought their local and state officials were doing an excellent or good job of responding to the outbreak. Only 57% of low trusters said the same.

But the biggest gulf in the sentiments of high trusters and low trusters was in their evaluations of ordinary people in their communities. Eighty percent of high trusters said that ordinary people in their community were doing an excellent or good job in responding to the outbreak. Only 44% of low trusters approved.

 

High trusters, medium trusters, and low trusters also had widely divergent opinions about the responses of ordinary people–both across the country and in their local communities.

Most people, regardless of how much generalized trust they had, thought their state governments, local governments, and local school systems were responding with the right amount of urgency to the outbreak. However, high trusters and low trusters differed greatly in their attitudes toward the responses of their neighbors. Where as16% of high trusters thought ordinary people in their local communities were overreacting; 35% of the low trusters–more than twice as many–thought ordinary people in their local communities were overreacting.

What I find troubling about these statistics is that all epidemics, like all politics, are local. The people who should be best equipped to tell you about what’s going on in your community are the people who are paid to know what’s going on in your community and the people who actually live in your community. We’re entitled to clear and accurate information from local officials, and we should be ashamed that local people cannot always trust their judgment. But local officials are not the only source of information that people should be able to trust. An ordinary person in your community could, in principle, be able to tell you whether a teacher at your kid’s school or a cashier at your local grocery store tested positive. How much unnecessary risk do we expose ourselves to when some of us inhabit communities or worldviews that cause us to perceive our local officials and neighbors are liars, incompetents, or chicken-littles?

Social Distancing By the Numbers: Who’s Staying Home?

The New York Times has been doing some excellent reporting about the spread of COVID-19. I particularly admire their graphics, which put the message into a visual form that anyone with the eyes to see can comprehend and appreciate.

One hopes that most Americans now know that COVID-19 spreads through person-to-person contact, and that the best way to avoid contracting or spreading the virus is to avoid interacting with others in close proximity–or better still, to simply stay home. Has this message sunk in? The visualizations published in today’s NYT (which are not only informative, but also beautiful), which are based on analyses of 15 million anonymous Americans’ cell phone use over the past few weeks, show just how much (or little) people in each U.S. county have been curtailing their travel over the past few weeks.

The three lessons these data teach are striking and troubling.

First, there is tremendous county-by-county variation in how much people have reined in their travel. In some counties (in the light pastels and greys below), travel has ground to a near standstill, with the average daily travel declining from five miles a day to around a mile or so:

Clearly, people in those light-pastel and grey counties have stopped driving their cars and have turned instead to walking their dogs:

Second, the declines in travel are not uniformly distributed across the nation. It is particularly noteworthy that counties with stay-at-home orders in place have had much steeper reductions in travel than those without travel orders in place. People in counties with stay-at-home orders have curtailed their travel by 80% or so; those in counties without stay-at-home orders have curtailed their travel by maybe 65%. That difference of 15% might not sound like much, but it’s actually a huge effect, so readily comprehensible to the naked eye that you don’t even have to do any statistics on the data to appreciate the difference:

Third, the counties with stay-at-home orders are mostly concentrated in the Northeast, the West Coast, and the Midwest. Unsurprisingly, given how few stay-at-home orders are in place, the counties in which people have reduced their travel the least are concentrated in the South. In Duval County, where I grew up, people were still driving about 3.4 miles per day this past Friday, making it the third least staying-at-home large county in the Nation. (My family members in Duval County, to my great relief, have been locked down in their homes for two weeks).

These figures say all we really need to know about staying at home during this crisis: Whether you like the idea of the state or county officials ordering Americans to stay at home during outbreaks of communicable diesases (for what it’s worth, the federal government arrogated that power long ago, and has exercised it with impunity, as the need has arisen, for centuries), stay-at-home orders seem to be working (bearing in mind the standard caveats about correlation vs. causation). The apparent effectiveness of stay-at-home orders at getting people to stay at home is so striking that it’s almost as if people possess a tendency to heed the directives of people in positions of legitmate authority–particularly when those people have the ability to impose sanctions.

The second lesson, equally clear, is that the Southern states, along with Texas, Oklahoma, Kansas, Wyoming, and a few others, are still in for a great deal of pain.