Psychological science has taken some body blows of late, with famous findings challenged by seeming failures to replicate. The problem isn’t just that prolific researchers Brian Wansink and Derek Stapel faked data, or that David Rosenhan (of “On Being Sane in Insane Places” fame) and personality researcher Hans Eysenck have been accused of doing likewise. Every discipline has a few self-promoting deceivers, and more who bend the truth to their side. And it’s not just critics arguing ( here and here ) that a few celebrated findings, such as the tribalism of the Stanford Prison and Robbers Cave experiments, were one-off, stage-managed happenings. Or that some findings of enormous popular interest— brain training for older folks, implicit bias training programs, or teaching to learning styles— all produce little enduring benefit. The problem is that other findings have also not been consistently reproducible.  The effects of teachers’ expectations , power posing , willpower depletion , facial feedback , and wintertime depression (seasonal affective disorder) have often failed to replicate or now seem more modest than widely claimed. Moreover, the magnitude and reliability of stereotype threat , growth mindset benefits, and the marshmallow test (showing the life success of 4-year-olds who can delay gratification) are, say skeptics, more mixed and variable than often presumed. Hoo boy. What’s left? Does psychology’s knowledge storehouse have empty shelves? Are students and the public justifiably dismayed? As one former psychology student tweeted : “ I took a [high school] psychology class whose entire content was all of these famous experiments that have turned out to be total horse**bleep**. I studied this! They made me take an exam! For what?” To which others responded: “I'm putting all my chips on neuroscience, I refuse to listen to psychologists ever again, they had their chance.” “Imagine if you'd spent 10 years getting a PhD in this stuff, going into $200k in debt.” “You can learn more from life never mind a psychology lesson just take a look around fella.” “I have a whole damn degree full of this @#$%.” But consider: How science works. Yes, some widely publicized studies haven’t replicated well. In response to this, we textbook authors adjust our reporting. In contrast to simple common sense and to conspiracy theories, science is a self-checking, self-correcting process that gradually weeds out oversimplifications and falsehoods. As with mountain climbing, the upward march of science comes with occasional down slopes. Some phenomena are genuine, but situation specific. Some of the disputed phenomena actually have been replicated, under known conditions. One of my contested favorite experiments—the happy pen-in-the-teeth vs. pouting pen-in-the-lips facial feedback effect—turns out to replicate best when people are not distracted by being videotaped (as happened in the failure-to-replicate experiments). And stepping back to look at the bigger picture, the Center for Open Science reports that its forthcoming analysis of 307 psychological science replications found that 64 percent obtained statistically significant results in the same direction as original studies, with effect sizes averaging 68 percent as large. The bottom line: Many phenomena do replicate. What endures and is left to teach is . . . everything else. Memories really are malleable. Expectations really do influence our perceptions. Information really does occur on two tracks—explicit and implicit (and implicit bias is real). Partial reinforcement really does increase resistance to extinction. Human traits really are influenced by many genes having small effects. Group polarization really does amplify our group differences. Ingroup bias really is powerful and perilous. An ability to delay gratification really does increase future life success. We really do often fear the wrong things. Sexual orientation really is a natural disposition that’s neither willfully chosen nor willfully changed. Split-brain experiments really have revealed complementary functions of our two brain hemispheres. Electroconvulsive therapy really is a shockingly effective treatment for intractable depression. Sleep experiments really have taught us much about our sleeping and dreaming. Blindsight really does indicate our capacity for visual processing without awareness. Frequent quizzing and self-testing really does boost students’ retention. But enough. The list of repeatedly confirmed, humanly significant phenomena could go on for pages. So, yes: Let’s teach the importance of replication for winnowing truth. Let’s separate the wheat from the chaff. Let’s encourage critical thinking that’s seasoned with healthy skepticism but not science-scorning cynicism . And let us also be reassured that our evidence-derived principles of human behavior are overwhelmingly worth teaching as we help our students appreciate their wonder-full world. (For David Myers’ other essays on psychological science and everyday life, visit TalkPsych.com; follow him on Twitter: @DavidGMyers.) ... View more

I see you. My psychic powers enable me, from a great distance, to peer into your heart and to sense your unease. Regardless of your political leanings, you understand the upcoming U.S. election to be momentous, world-changing, the most important of your lifetime. Part of you is hopeful, but a larger part of you is feeling tense. Anxious. Fearing a future that would follow the outcome you dread. Hungering for indications of the likely outcome, you read the latest commentary and devour the latest polls. You may even glean insight from the betting markets (here and here) , which offer “the wisdom of the crowd.” They are akin to stock markets, in which people place bets on future stock values, with the current market value—the midpoint between those expecting a stock to rise and those expecting it to fall—representing the distillation of all available information and insight. As stock market booms and busts remind us, the crowd sometimes displays an irrational exuberance or despair. Yet, as Princeton economist Burton Malkiel has repeatedly demonstrated , no individual stock picker (or mutual fund) has had the smarts to consistently outguess the efficient marketplace. You may also, if you are a political geek, have welcomed clues to the election outcome from prediction models ( here and here ) that combine historical information, demographics, and poll results to forecast the result. But this year, the betting and prediction markets differ sharply. The betting markets see a 34 percent chance of a Trump victory, while the prediction models see but a 5 to 10 percent chance. So who should we believe? Skeptics scoff that the poll-influenced prediction models erred in 2016. FiveThirtyEight’s final election forecast gave Donald Trump only a 28 percent chance of winning. So, was it wrong? Consider a simple prediction model that predicted a baseball player’s chance of a hit based on the player’s batting average. If a .280 hitter came to the plate and got a hit, would we discount our model? Of course not, because we understand the model’s prediction that sometimes (28% of the time, in this case), the less likely outcome will happen. (If it never does, the model errs.) But why do the current betting markets diverge from the prediction models? FiveThirtyEight modeler Nate Silver has an idea: The Dunning-Kruger effect, as psychology students know, is the repeated finding that incompetence tends not to recognize itself. As one person explained to those unfamiliar with Silver’s allusion: Others noted that the presidential betting markets, unlike the stock markets, are drawing on limited (once every four years) information—with people betting only small amounts on their hunches, and without the sophisticated appraisal that informs stock investing. And what are their hunches? Surely, these are informed by the false consensus effect—our tendency to overestimate the extent to which others share our views. Thus, in the University of Michigan’s July Survey of Consumers, 83 percent of Democrats and 84 percent of Republicans predicted that voters would elect their party’s presidential candidate. Ergo, bettors are surely, to some extent, drawing on their own preferences, which—thanks to the false consensus effect—inform their predictions. What we are, we see in others. So, if I were a betting person, I would wager based on the prediction models. Usually, there is wisdom to the crowd. But sometimes . . . we shall soon see . . . the crowd is led astray by the whispers of its own inner voices. ----- P.S. At 10:30 a.m. on election day, the Economist model projects a 78 percent chance of a Biden Florida victory, FiveThirtyEight.com projects a Biden Florida victory with a 2.5 percent vote margin, and electionbettingodds.com betting market average estimates a 62% chance of a Trump Florida victory. Who's right--the models or the bettors? Stay tuned! P.S.S. on November 4: Mea culpa. I was wrong. Although the models--like weather forecasts estimating the percent change of rain--allow for unlikely possibilities, the wisdom of the betting crowd won this round--both in Florida and in foreseeing a closer-than-expected election. (For David Myers’ other essays on psychological science and everyday life, visit TalkPsych.com .)   ... View more

At a May 26 Rose Garden press conference, President Trump asked a face-masked reporter: “Can you take it off, because I cannot hear you.” On this matter, I can empathize with our president. At a recent dental appointment, I could understand but half my hygienist’s and dentist’s spoken words. Despite being a person with hearing loss, I normally hear them both with ease, thanks to our proximity. But when muffled by their masks and face shields, their words became indistinct. One speech researcher explains that the thicker fabrics of many home-made masks are especially likely to “significantly block the airstream, diminishing the acoustic energy.” Although I wouldn’t have it otherwise—they and other caregivers are protecting their patients, and protecting themselves from their patients—masks do impede accessibility. More than we realize, we are all natural lip readers. Even a normal-hearing friend, visiting an ice cream shop, could not make out the masked clerk’s words: “Cup or cone”? Another acquaintance, during a hospital ER visit, reporting understanding only about half of what the masked nurses and doctors said to her. In the fully masked classrooms of my campus, colleagues tell me that, for example, “I have found myself asking students to repeat their questions.” Another colleague says “I am using my outside voice,” which takes more energy (and which other colleagues report leaves them drained). Another reports that “It is frustrating to continue to ask a student to repeat something and I fear it will shut down discussion and make most classes a lecture performance—in which case I might as well go completely online.” Another has, while the weather allows, taken his class outdoors where, socially distanced, they can see facial expressions and lip-read one another, mask-free. The essential lesson: There is more to hearing than meets the ears. What our eyes see influences what our brain hears. That phenomenon, which you can experience here , is called the McGurk effect. Moreover, thanks to our powers of instantly reading facial expressions, much of our communication is nonverbal. We share our emotions through our words but also through our smiles, our tight lips, our gaping mouths. Even our emojis vary the mouth: :- ( and :- ) . One colleague explains: “It adds a barrier that feels formal and inaccessible when you can't shake someone's hand, and then you can't smile at them to say ‘but I still want to get to know you.’” Cut off from facial expression, our communication is hampered. So is face recognition. With students’ faces masked, colleagues report becoming partially face-blind. They’re not only having more difficultly immediately knowing which student is speaking, but also recognizing their obscured faces: “I cannot call on a familiar student by name, because I can't tell who anyone is.” Add to this the depletion of normal emotional display and mimicry and the natural result will be weakened social bonds, including those between teacher and student, argues German psychiatrist and psychologist Manfred Spitzer. Given that masks—and also face shields in health care—are essential to controlling the pandemic, how can we salvage hearing accessibility in a masked world? Clear hearing is helpful to everyone—our minds wander less when little cognitive effort is required--but especially for those with hearing loss. In retail contexts, where a transaction occurs with a masked person behind a clear plastic screen, a simple solution can serve most people with hearing aids. Given a microphone and an installed hearing loop , a clerk’s voice will magnetically transmit to the telecoil sensor in most aids and all cochlear implants. As I can vouch , the system also works beautifully in other venues, including auditoriums, airports, and places of worship . With the mere push of a button, my hearing aids can become in-the-ear speakers that receive PA sound and customize it for my hearing needs. But what about classrooms, where campus face-mask mandates will require teachers and students to wear mutually protective masks—and in some cases (including the classrooms of my own campus) also to speak from behind a plastic barrier? What can schools and colleges do to enable hearing accessibility while also supporting public health? Admonish clarity. Schools can admonish instructors to be mindful that their audience is experiencing some muffling of sound, without supportive lip reading. Health care workers can likewise be coached to speak more deliberately and distinctly: “Your patients, especially your older patients, are having more trouble hearing you than you suppose.” That, alas, will be only a modestly effective solution, because we soon revert to our natural speaking styles. When one experimenter asked people to act as expressive or inhibited as possible while stating opinions, the naturally expressive people—even when feigning inhibition—were less inhibited than naturally inhibited people. And inexpressive people, when feigning expressiveness, were less expressive than naturally expressive folks. It’s hard to be, for any length of time, someone you’re not. Your speaking speed and style is, once your self-consciousness subsides, irrepressible. Transparent face masks. A second solution is to equip instructors with a face mask or shield that allows people to read lips and facial expressions. One example, used by some on my campus (such as the colleague below, at left) is the ClearMask. (An alternative, germ-filtering transparent Swiss surgical mask to be available in 2021 from hmcare.ch is shown at right.) Mindful of the face’s role in communication, one colleague is hoping, with appropriate permissions, to equip all his students with face shields. Two other colleagues have, however, told me of being bothered both by breathing issues with a clear mask, and also by the altered sound of their own voice (a familiar distraction to new hearing aid wearers). Define safe distance. A third solution is to specify a safe distance at which an instructor may lower the mask while lecturing. Imagine two very different classrooms. In a small seminar, colleges would surely mandate a professor's mask wearing when seated around a table with students. When lecturing while alone as a sage on the stage of a large auditorium, the professor would be sufficiently physically distanced to make a mask superfluous. In the gradations of classrooms in between, could colleges define a minimum safe distance at which a mask could be lowered while teaching? Add PA systems. A fourth solution is to add PA systems to intermediate-size rooms. An instructor’s head-mounted mic could transmit to a class through newly installed speakers. Live captioning. Google Meet’s captioning illustrates the potential for instant, accurate captioning that rivals the speed and precision of human captioner. Not only is it, therefore, a preferred video conferencing technology for accessibility (Zoom, take note), the visual information display aids anyone whose mind has momentarily wandered. Might classrooms be similarly equipped with open captioned displays of instructors’ remarks? Hearing loops. Finally, schools could employ hearing technology. Such ranges from personal assistive technology—in which an instructor wears a mic that transmits to individual hard-of-hearing students with special receivers—to class and auditorium hearing loops that transmit to most of today’s hearing aids and cochlear implants (as I illustrate here from my Hope College campus). We want to stay healthy. And we want to hear. Let those planning for in-person, under-the-pandemic instruction aim for both—a health-protecting accessibility. [February, 2021, P.S. For data on the face mask acoustic effects, see here and here. . . and stay tuned for data on the CDC-recommended double masks. (In a recent conversation, a double-masked colleague's comments were mostly indecipherable to me.) Note: high frequency consonants, which convey so much meaning, are most impaired by dense fabric masks and, alas, clear shield masks. Perhaps the new Ford partially clear N95 mask (see here) will work better for communication, as well as not fogging up? Also, have you, too, noticed athletic coaches dutifully wearing asks, but them pulling them down when needing to communicate--at the time they're most needed, albeit in recognition that masks impair hearing accessibility?] [6/5/2021 addendum: For new evidence regarding face mask acoustics and hearing see here.) (For David Myers’ other essays on psychological science and everyday life, visit TalkPsych.com .) ... View more

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