In early-September—amidst the hubbub spurred by the Los Angeles Times‘ release of value-added teacher assessment dataa report from the Economics Policy Institute warned that it would be “unwise” to use data pertaining to students’ performance on standardized tests in making personnel decisions at a school. A new report out of the Brookings Institute says it would be unwise not to use the data at all.

The researchers behind the Brookings paper make an interesting case, drawing parallels between selective colleges’ use of SAT scores in admissions, despite the fact that they don’t have a strong correlation with freshman-year GPAs (about 35 percent). In the medical space, the patient mortality rates for various surgeries are published annually for hospitals and their surgeons, yet the rates aren’t consistent from year-to-year more than 50 percent of the time. And, in Major League Baseball, how well a hitter bats in one year is only roughly 36 percent predictive of what he’ll hit the following year.


As Jay Mathews, The Washington Post’s venerable education reporter says, it’s equivalent to asking the question: “Should the San Francisco Giants keep rookie of the year Buster Posey [pictured above] on their team next year?” (Answer: Of course, they should, he hit .305 last year!)

Interestingly, this 0.35 range of correlation is also where the year-to-year value-added scores for teachers lie. What that means is that if in one year a certain group of teachers falls in the top 25 percent in terms of improving their students’ test scores, there’s only a 35 percent chance they’ll remain in that cohort the following year. This is a major criticism thrown out by detractors of value-added data—and one deftly deflected by the Brookings Institute paper.

Brookings is supportive of value-added methodology, but not full-throated in its use of anything beyond teacher evaluation for the purpose of feedback, though they strongly stress that the use of value-added data should be approached from the perspective of what’s best for the student (not the teacher). If a few average teachers are mistakenly rated as poor, and then subsequently dismissed, that’s preferable to ineffective teachers being characterized as adequate.

When teacher evaluation that incorporates value-added data is compared against an abstract ideal, it can easily be found wanting in that it provides only a fuzzy signal. But when it is compared to performance assessment in other fields or to evaluations of teachers based on other sources of information, it looks respectable and appears to provide the best signal we’ve got.

Photo (cc) via Flickr user Chase N

  • Man’s dog suddenly becomes protective of his wife, Internet clocks the reason right away
    Dogs have impressive observational powers.Photo credit: Canva

    Reddit user Girlfriendhatesmefor’s three-year-old pitbull, Otis, had recently become overprotective of his wife. So he asked the online community if they knew what might be wrong with the dog.

    “A week or two ago, my wife got some sort of stomach bug,” the Reddit user wrote under the subreddit /r/dogs. “She was really nauseous and ill for about a week. Otis is very in tune with her emotions (we once got in a fight and she was upset, I swear he was staring daggers at me lol) and during this time didn’t even want to leave her to go on walks. We thought it was adorable!”

    His wife soon felt better, butthe dog’s behavior didn’t change.

    pregnancy signs, dogs and pregnancy, pitbull behavior, pet intuition, dog overprotection, Reddit stories, viral Reddit, dog instincts, canine emotions, dog owner tips
    Otis knew before they did. Canva

    Girlfriendhatesmefor began to fear that Otis’ behavior may be an early sign of an aggression issue or an indication that the dog was hurt or sick.

    So he threw a question out to fellow Reddit users: “Has anyone else’s dog suddenly developed attachment/aggression issues? Any and all advice appreciated, even if it’s that we’re being paranoid!”

    The most popular response to his thread was by ZZBC.

    Any chance your wife is pregnant?

    ZZBC | Reddit

    The potential news hit Girlfriendhatesmefor like a ton of bricks. A few days later, Girlfriendhatesmefor posted an update and ZZBC was right!

    “The wifey is pregnant!” the father-to-be wrote. “Otis is still being overprotective but it all makes sense now! Thanks for all the advice and kind words! Sorry for the delayed reply, I didn’t check back until just now!”

    Redditors responded with similar experiences.

    Anecdotal I know but I swear my dog knew I was pregnant before I was. He was super clingy (more than normal) and was always resting his head on my belly.

    realityisworse | Reddit

    So why do dogs get overprotective when someone is pregnant?

    Jeff Werber, PhD, president and chief veterinarian of the Century Veterinary Group in Los Angeles, told Health.com that “dogs can also smell the hormonal changes going on in a woman’s body at that time.” He added the dog may “not understand that this new scent of your skin and breath is caused by a developing baby, but they will know that something is different with you—which might cause them to be more curious or attentive.”

    The big lesson here is to listen to your pets and to ask questions when their behavior abruptly changes. They may be trying to tell you something, and the news may be life-changing.

    This article originally appeared last year.

  • Throughout history, women have stood up and fought to break down barriers imposed on them from stereotypes and societal expectations. The trailblazers in these photos made history and redefined what a woman could be. In doing so, they paved the way for future generations to stand up and continue to fight for equality.

  • ,

    Why mass shootings spawn conspiracy theories

    Mass shootings and conspiracy theories have a long history.

    While conspiracy theories are not limited to any topic, there is one type of event that seems particularly likely to spark them: mass shootings, typically defined as attacks in which a shooter kills at least four other people.

    When one person kills many others in a single incident, particularly when it seems random, people naturally seek out answers for why the tragedy happened. After all, if a mass shooting is random, anyone can be a target.

    Pointing to some nefarious plan by a powerful group – such as the government – can be more comforting than the idea that the attack was the result of a disturbed or mentally ill individual who obtained a firearm legally.


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