Last month, when the Los Angeles Times began revealing its value-added teacher effectiveness data—which culminated in ratings of 6,000 third- to fifth-grade teachers—one’s gut reaction was: good for parents, disastrous for teachers. And that’s the way responses to the data dump have come in: with reformers and parents being ecstatic, while teachers union reps have rolled their eyes.

Today, Times investigative reporter Jason Felch and Beth Shuster, the paper’s K-12 education editor, discussed on a conference call with the reporters some of the logistics, decisions, and reaction associated with the package of stories and the ratings, which were based on raw data supplied by the Los Angeles Unified School District. Both Felch and Shuster expressed pleasant surprise at responses from teachers, which demonstrated that many of them were actually clamoring for feedback on their performance.


Felch noted that a third-grade teacher featured in a Times piece as an example of an ineffective one immediately asked what she could do to improve when he revealed her value-added rating. Shuster added that a special ed teacher, who was not eligible to be rated because she didn’t teach enough students, requested that the paper do an assessment of her and other special ed instructors.

The teachers desperately want more information, Shuster said:

When we opened up the database for teacher comments, before it went live on the website, we had a number of teachers who wrote into us requesting their private page—where they could see what their ratings are. And even before they got that information, they were asking us, “What more can you give us? Are you just going to give us this one number? Are you going to give us math and English broken out? How much more can you give me? I’m planning for the upcoming school year.” I mean, these people are asking a newspaper for this information. It just strikes me that these people are victims of the system. The district has not done anything to help these people. they’ve never gone in and helped these people in anyway, the good ones or the bad ones.

The problem of teachers not getting decent feedback is not only a problem at the district level, but also within schools, said Felch. And the issue stemmed from identifying which teachers needed help. He noted that some principals were able to correctly point out who their most effective teachers were—at least on this narrow, value-added metric—whereas others seemed to have no clue.

To speak very broadly, what we found was that those principals who do spend a lot of time in the classroom—and not all of them do, but, for those principals who are pretty tuned in and paying attention to teacher quality issues—they had a fairly good sense for who their most effective teachers were. … [W]e found that in several other cases, these are schools that are oftentimes very high achieving schools, they’ve been under no pressure to improve, and the principals are not very focused on teacher quality. Because the kids come in at a very high level and score very high on achievement tests, they’re kind of resting on their laurels. … It was at those schools where we found a real disconnect between what the principal’s point of view was and what the data was telling us.

Felch also expressed shock that Randi Weingarten, the head of the American Federation of Teachers, told the Times that, though she was against posting value-added ratings, she believes parents should have access to teacher evaluations—a position she shares with Education Secretary Arne Duncan.

Though, one consequence of the Times making this data public is that L.A. Unified could have a rough opening to its school year. Concerned parents might start to ask questions about why their third, fourth, or fifth-grade student is assigned to a poorly rated teacher. “That’s kind of a marketplace at work, isn’t it?” asks Shuster. “This is some information that parents have never seen before, never had. They’ve only been able to rely on parking lot chatter, what they hear about a teacher, what their kids tell them about a teacher.”

Still, the data could end up doing a lot of good for teachers and for principals in the long run, allowing L.A. Unified to better train its teaching staff and offer a more uniform educational experience to its students. That is, if the school district—which is voting today to open the door to adding value-added data to teacher evaluations—doesn’t make any rash, personnel decisions first.

Photo via Irfan Khan for The Los Angeles Times.

  • Licensed therapist shares 6 signs you’re doing a lot better than you think you are
    Photo credit: CanvaA woman in quiet contemplation.

    For many people, it’s easy to overlook progress because it often lacks clear milestones. There can be increased anxiety and stress from feeling like they’re still catching up or even falling farther behind.

    In a recent Instagram post, licensed therapist Jeffrey Meltzer points out six signs that people are doing better than they think. He breaks down a pattern of achievements that tend to be easily missed. How individuals interpret their past, how they presently handle their relationships, and even asking simple questions, reveal a very different story about where they’re at in their lives and where they’re going.

    Surviving the unsurvivable

    Meltzer begins, “You’ve survived everything that once felt unsurvivable. Every hard season, every moment you thought you wouldn’t get through. You did. That is no small feat. Your brain forgets those victories the moment they pass, but they still count.”

    Learning how to cope with life isn’t just about “toughness.” Resilience is a measurable, multi-layered process tied to effective coping strategies. A 2025 study in Psychology Today points out that rising above adversity isn’t the simple solution. Having support systems that function well enough means you don’t have to.

    Becoming what we desperately want

    “You’ve changed in ways you once desperately wanted. Think back to who you were three or five years ago. Some of the growth you desperately wanted back then, you’re living it now.” Meltzer adds, “However, your brain likes to move the goal post without telling you.”

    People constantly face an adjustment to satisfaction because expectations rise over time. A 2024 study in Springer Nature Link explored the hedonic treadmill. Even after massive achievements, the boost of happiness doesn’t last as long as people expect.

    personal preference, dislikes, self-awareness, secure attachment
    She doesn’t like it.
    Photo credit Canva

    Knowing what we don’t like

    “You know what you don’t want.” Meltzer continues, “That might sound like a consolation prize, but it’s actually hard-earned clarity. A lot of people waste years chasing the wrong things. But knowing what drains you, what doesn’t serve you, what you won’t settle for anymore, that’s actual progress.”

    Psychology emphasizes that self-awareness leads to better behavior and stronger emotional regulation. A 2023 review in the Annual Review of Organizational Psychology and Organizational Behavior found that this process brings a clearer sense of who we are and who we are becoming.

    An easy relationship to navigate

    “You have at least one relationship that feels easy. You’re at least one person that doesn’t require a performance from you. Someone who you can be a little bit of a mess around. You don’t need to be perfect around them, and it feels easy.” Meltzer explains the value, saying, “That kind of connection is rarer than people like to admit.”

    Strong interpersonal relationships are key predictors of mental health and well-being. A 2024 study in the National Library of Medicine found that secure attachment helps people experience fewer of the symptoms associated with anxiety and depression. Even one stable, supportive relationship is linked to long-term well-being.

    neuroplasticity, achievement, growth mindset, motivation
    Feelings of achievement.
    Photo credit Canva

    Learning something new

    “You’ve learned something in the last year.” Meltzer explains, “Whether it’s a skill, a perspective, a hard lesson, all of it counts. Remember, a brain that’s still learning is a brain that’s still growing.”

    The human brain remains capable of learning and adapting throughout a person’s life. A 2025 study published in MDPI found that brain neuroplasticity allows traits such as emotional regulation and awareness to be reorganized and improved over time.

    Asking better questions

    Lastly, Meltzer offers, “You’re asking the right questions. The fact that you’re reflecting and trying to see your life more clearly, that’s a sign of someone who hasn’t given up.”

    Believing that change is possible shapes emotional recovery and motivation. A 2025 study in Springer Nature Link showed that a growth mindset leads to better psychological outcomes and improves a person’s ability to adapt to new situations.

    appreciation, gratitude, reflection, mental health
    A woman enjoys the sunlight on her face.
    Photo credit Canva

    People are doing better than they think

    These six signs shared by Meltzer helped viewers understand that they’re doing better than they think. As people flooded the comment section, some seemed to struggle with #4, having that one reliable friend. Still, most were just appreciative.

    “This made me feel so much better”

    “i don’t have number 4 unless my dog counts”

    “all I need now is the 4th one, I’m working towards it by socializing more it’s challenging but I’m learning”

    “I’m winning despite feeling defeated”

    “I needed this right now.”

    “Does Mom count for #4?”

    “I’ll give myself credit, it been rough recently, 5 out of 6 is better than I expected”

    “This made me remember how far I have become even tho I still work on things, it’s so good to get these reminders this genuinely made my day”

    Meltzer tries to help people reframe their perspectives. Often, things look like they’re “not enough” even though the actual evidence suggests otherwise. Psychology reveals growth is incremental and easy to miss. The fact that a person wants to do better is the clearest sign that personal growth is already underway.

  • Career expert shares polite but effective way to reclaim credit when someone steals your idea
    Photo credit: CanvaYou can get the credit you deserve without looking defensive.

    Having your ideas stolen or not getting proper credit for your work brings on a terrible and sadly common feeling. It puts you in an awkward spot because you deserve the recognition or reward, but don’t want to come off as weak, defensive, or needy when trying to correct and reclaim what was yours. It’s frustrating. Fortunately, a former lawyer and career expert has a great solution.

    On social media, former attorney and business professional Dr. Shadé Zahrai shared a way to reclaim your idea with poise. It’s a great option for those times when you share an idea with a group that gets mostly ignored…until someone else gets the credit for repeating it.

    @shadezahrai

    How to reclaim credit for your idea when it was initially ignored.

    ♬ original sound – Dr. Shadé Zahrai

    How to reclaim credit for your idea and work

    First, she recommends “building forward” in the conversation. This means you continue going with the flow of the conversation, building onto it and transitioning while re-anchoring the idea to you without sounding territorial. 

    Next, Zahrai recommends becoming curious. Simply asking the person who took your idea where they came up with it allows them the opportunity to naturally return credit to you without being confrontational. It also provides space for them to add input or ideas onto your own. As a bonus, asking these types of questions can help others who have been overshadowed reclaim credit.

    Examples of how it can work for you

    Let’s say that colleague or friend, whether intentionally or not, repeated your idea. Let’s call that person “Hank.” Examples of Zahrai’s technique could look something like:

    – “Hank, it’s great to see we’re aligned with what I shared earlier. Maybe in addition we could…”

    – “You know, Hank, that’s what I brought up before and I’m glad we’re thinking alike. How about this…”

    – “That’s like I was saying earlier, Hank, what drew you to the same conclusion? Perhaps we can..”

    – “Great suggestion, Hank! That’s what I was saying before. Where did you come around to that idea? Maybe a way to extend that is…”

    – “Thank you, Hank, this is what I was talking about last week. Since you’re down for that, maybe we should..”

    – “Good thought, Hank. It sounds like what Lilith was talking about earlier. We could add to her idea by…”

    It’s a good method to get the credit you deserve without causing conflict. After all, the “Hank” in your situation could have accidentally taken your idea or unintentionally left you out. Plus, the focus on the conversation is now on your idea rather than you having the idea.

    @graceforpersonalityhires

    Replying to @Kristel Parsons you absolutely do not call it out now or later. You take note of it and use it as information to guide your steps and what you want out of a career #careeradvice #softskills

    ♬ original sound – grace mccarrick

    Other things to consider

    It’s also important to take a step back to see if your idea is actually stolen. For example, if your boss is taking credit for an idea you had, it may be smarter to let it go, especially if the idea was formed during a think-tank session at work. There may also be a clause in your job contract stating that any idea made at work is the company’s anyway, so you wouldn’t be credited in the first place.

    That said, there are ways to make your mark on your idea and possibly avoid the awkward credit conversation entirely. If you had the idea before a meeting or any form of public announcement, document it in some way via an email, written presentation, or other work with your name on it. Another way is to lead with your idea in conversation, and follow it up with execution methods that include your colleagues or friends.

    This means an idea like “Let’s order pizza from Franco’s” could be “Here’s my idea. Let’s order pizza from Franco’s. I have a coupon we can use, it’s near Aaron’s apartment, and it has gluten-free options for Linda.” The more specific and detailed the idea, the more likely others will remember that the idea was yours.

    A good idea is a good idea, and acknowledging your involvement matters.

  • Are women board members risk averse or agents of innovation? It’s complicated, new research shows
    Photo credit: Fang Xia Nuo/Getty ImagesThe number of women on S&P 500 boards has increased in recent years.
    ,

    Are women board members risk averse or agents of innovation? It’s complicated, new research shows

    Board diversity can fuel patents or temper risk, depending on the stakes.

    Do women board members make a company more innovative or risk averse? The answer is both, according to our recent study. It all depends on how the company performs relative to its goals.

    Professors Małgorzata SmulowitzDidier Cossin and I examined 524 S&P 1500 companies from 1999 to 2016, measuring innovation through patent activity. Patents reflect both creative output and risk-taking. They require significant investment in novel ideas that might fail, disclosure of proprietary information and substantial legal costs. In short, patents represent genuine bets on the future.

    Our findings revealed a striking pattern. When companies performed poorly in relation to their goals, they produced fewer patents after more women joined their boards.

    However, companies exceeding their performance targets saw increased patent output as their number of women directors grew. Similarly, when companies were financially flush, there were more patents generated when their boards had more women.

    The situation changed when we examined radical innovations, those patents in the top 10% of citations. For these high-risk, high-reward innovations, the risk-averse effect of women board members dominated.

    When a company’s performance fell below aspirations, there were fewer radical innovations as its board gained female members. We found no corresponding increase in radical innovations when performance exceeded goals.

    One finding surprised us. We predicted that boards with more women would reduce innovation when companies approached bankruptcy. Instead, it was the opposite: Boards with more women actually increased patent output as bankruptcy loomed. This suggests that women directors may fight harder for a company’s survival through innovation when facing existential threats.

    Why it matters

    Between 2000 and 2024, the number of women on S&P 500 boards increased from 27% to 34%. But previous research has painted conflicting pictures on the effect that women board members may have. Some studies showed that women reduce corporate risk-taking, while others demonstrated they increase innovation and creativity. Our work suggests both perspectives are correct under different circumstances.

    For companies and regulators pushing for greater board gender diversity, this research provides practical guidance. Companies performing well can expect increased innovation by adding women to their boards. These directors can bring diverse perspectives, improved decision-making and better resource allocation that translate into more patents.

    Conversely, poorly performing companies can expect boards with more women to focus on stability over risky innovation. This isn’t necessarily negative.

    Research shows that banks led by women were less likely to fail during the financial crisis, and companies with more women directors experience less financial distress. Reduced innovation during tough times may reflect prudent risk management rather than risk aversion.

    Traditional theories predict that poor performance triggers risky searches for solutions. But boards with more women appear to prioritize organizational survival over uncertain innovation when performance suffers. They may assess that failed innovation attempts could worsen an already precarious situation.

    This research also speaks to the “glass cliff” phenomenon, where women often join boards during crisis periods. Our findings suggest these directors may bring exactly what struggling companies need: careful risk assessment and focus on survival rather than potentially wasteful innovation spending.

    What still isn’t known

    We measured innovation through patents, but many innovations never become patents. How women directors affect other forms of innovation – such as copyrights, trade secrets and first-mover advantage – remains unclear.

    What are the mechanisms driving the differences? Do women directors actively advocate for different innovation strategies? Do they change board discussion dynamics? Do they influence CEO and management team decisions indirectly? Future research needs to open the “black box” of boardroom decision-making.

    Finally, the long-term consequences need examination. We measured patent output, but not whether the patents translated into commercial success or competitive advantage. Understanding whether the innovation patterns we documented ultimately benefit company performance would provide crucial insights for decision-makers.

    This article originally appeared on The Conversation. You can read it here.

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