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What Do Standardized Tests Say About College Achievement?

SACRAMENTO OBSERVER — The SAT is one of the longest-standing standardized college admissions in the United States. Along with its counterpart, the ACT, these tests have been at the center of heated debates. Some say these tests only serve to reinforce racial inequities in education. Supporters of SAT and ACT scores say that they help universities understand how likely students will be to succeed in college by predicting grades, chances of graduation, and success after college.

Published

1 year ago

December 1, 2024

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By Annie Lennon | Stacker | The Sacramento Observer

(Stacker) – Every year, millions of high schoolers prepare for the arduous process of college admissions. Most will take either the SAT or the ACT, multi-hour examinations that can feel like the climax of an epic battle students have been waging ever since they entered the halls of formal education.

But is it a battle worth fighting in the first place?

The SAT is one of the longest-standing standardized college admissions in the United States. Along with its counterpart, the ACT, these tests have been at the center of heated debates. Some say these tests only serve to reinforce racial inequities in education. Supporters of SAT and ACT scores say that they help universities understand how likely students will be to succeed in college by predicting grades, chances of graduation, and success after college.

Numerade analyzed academic research to see what standardized test scores say about academic success.

The SAT contains two sections: math and evidence-based reading and writing. Most answers are multiple-choice, but some math questions require entering an answer instead of selecting one. An optional SAT essay was discontinued in 2021, however, a small number of schools still choose to offer it.

The ACT is a little different in that it contains four sections: English, math, reading, and science. All of its questions are multiple-choice, and it has an optional writing section that may be required by some universities.

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Standardized testing may be better predictors than generally supposed

In a study published in January 2024, Harvard-based research initiative Opportunity Insights, along with researchers from Brown University, Dartmouth College, and the National Bureau of Economic Research, investigated the value of standardized test scores in the college admission process. They found that SAT and ACT scores—but, surprisingly, not high school GPA scores—can better predict academic success in college. “Test scores have vastly more predictive power than is commonly understood in the popular debate,” John Friedman, the lead author of the study, told The New York Times.

The study looked at students who were admitted to all eight Ivy League colleges plus Stanford, Massachusetts Institute of Technology, Duke, and the University of Chicago between 2017 and 2022. It found that students with perfect scores on the SAT or ACT, 1600 or 36 respectively, achieved a 0.43 point-higher first-year college GPA than students who earned SAT and ACT scores of 1200 and 25. However, students with a perfect (scaled) GPA of 4.0 in high school achieve less than a 0.1-point higher GPA in their first year of college than students with a high school GPA of 3.2.

Some have raised concerns that these standardized test scores may not show the full picture. They worry these tests could be biased against students who aren’t able to afford the additional cost of tutors or other resources that can help them prepare for college, a question the Opportunity Insights paper also answered. Controlling for family income, race, gender, and legacy status, the study found that there was no evidence that students from higher-resource backgrounds performed better than peers from lower-resource backgrounds. In fact, their college GPAs were practically identical.

All together, the researchers concluded that standardized test scores may help highly selective colleges provide upward mobility and accept students from a wide range of backgrounds.

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A history of imperfectly measuring potential

Standardized tests emerged alongside the growth of publicly funded education in the mid-1800s. As more children entered the education system, oral examinations were replaced with standardized written tests.

The first standardized college entrance exams in the U.S. appeared with the College Entrance Examination Board in 1900, formed from 12 colleges, including Harvard University and Columbia University. SATs were introduced less than a century ago in 1926, and ACTs came in 1959. Both became staples of the college application process.

In recent years, however, some have started to doubt the efficacy of standardized tests for college applications. In May 2020, for example, the University of California decided to drop SAT/ACT scores to allow for fairer evaluation of college applications.

The COVID-19 pandemic spurred other universities to reconsider their SAT/ACT policies too as the testing bodies were forced to close temporarily. During this time, many colleges made test scores optional.

Since then, however, some colleges such as Dartmouth, Yale, and Brown have announced that they will once again require applications to include standardized test scores. Other colleges however, such as the University of California system, have declined to even consider these scores, while others like Emory and Vanderbilt have extended test-optional policies.

Whether or not colleges decide to include standardized test scores in their admissions process depends on views about how well they help identify the most academically prepared students.

Previous research published in October 2023 from Opportunity Insights shows that students from less advantaged backgrounds receive lower standardized test scores on average and are less likely to undergo testing than peers from higher-income families. Only a quarter of children from the bottom 20% of income distribution take the SAT or ACT versus about 80% for those in higher-income families. For those who do take the test, only 2.5% of those in the lower-income bracket score 1300 or higher versus 17% for those in the top 20%.

With the findings from the latter Opportunity Insights research, the SAT and ACT may easily be dismissed as tests only for the wealthy. However, economist David Deming, who worked on the paper, cautions against oversimplifying these exams as “wealth tests.” Doing so overlooks their capability to help administrators discover the potential in candidates regardless of background.

He argued that if SATs or ACTs were removed altogether, it might disadvantage lower-income students even more. Deming told the Harvard Gazette, “If you get rid of the SAT, as many colleges have done, what you have left is things that are also related to wealth, probably even more so. Whether you can write a persuasive college essay, whether you can have the kinds of experiences that give you high ratings for extracurricular activities and leadership; those things are incredibly related to wealth.”

Story editing by Carren Jao. Additional editing by Kelly Glass. Copy editing by Tim Bruns.

This story originally appeared on Numerade and was produced and distributed in partnership with Stacker Studio.

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2026 Lucid Air Grand Touring Review — Is This $136K EV Sedan Worth It?

AUTONETWORK ON BLACKPRESSUSA — Finished in Stellar White Metallic with the Tahoe Grand Touring interior, this Lucid makes a strong first impression. The shape is sleek and low, but it still feels elegant instead of trying too hard. Features like soft-close doors, powered illuminated door handles, 20-inch Aero Lite wheels, and the Glass Canopy Roof help the car feel expensive before you even start it.

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2 weeks ago

May 3, 2026

Oakland Post

The 2026 Lucid Air Grand Touring is the kind of luxury EV that makes people stop and ask a simple question: Is this really better than a Tesla Model S, Mercedes EQS, or BMW i7? At $136,150, it has to do more than look futuristic. It has to feel special every time you get in it.

Finished in Stellar White Metallic with the Tahoe Grand Touring interior, this Lucid makes a strong first impression. The shape is sleek and low, yet it still feels elegant rather than trying too hard. Features like soft-close doors, powered illuminated door handles, 20-inch Aero Lite wheels, and the Glass Canopy Roof help the car feel expensive before you even start it.

Inside is where the Air Grand Touring really makes its case. The 34-inch Glass Cockpit Display and retractable Pilot Panel screen give the cabin a clean, modern look that still feels different from other EVs. The Tahoe Extended Leather and Lucid Black Alcantara headliner lifts the sense of occasion, and the front seats are a highlight. They are 20-way power-adjustable, heated, ventilated, and include massage. That matters because luxury buyers at this price expect comfort first.

Rear passengers are not ignored either. You get 5-zone heated rear seating, a rear center console display, and power rear and rear side window sunshades. Add in the Surreal Sound Pro system with 21 speakers, and the Air feels like a true long-distance luxury sedan.

Lucid also gives this car serious EV hardware. The dual-motor all-wheel-drive system, 900V+ charging architecture, and Wunderbox onboard charger are big talking points. Buyers in this segment care about range, charging speed, and everyday ease, not just raw performance. That is where the Lucid continues to stand out.

On the technology side, the Air Grand Touring includes DreamDrive Premium, with 3D Surround View Monitoring, Blind Spot Warning, Automatic Park In and Out, Automatic Emergency Braking, and a Driver Monitoring System with distracted and drowsy driver alerts. This one also has DreamDrive Pro, which adds future-capable ADAS hardware.

There are still some real-world annoyances. Based on your notes, the windshield wiper control is hard to find and use, and that matters more than people think in a high-tech car. When controls become less intuitive, even a beautiful interior can feel frustrating.

Still, the 2026 Lucid Air Grand Touring succeeds where it matters most. It feels luxurious, advanced, comfortable, and thoughtfully engineered. For buyers who want an EV sedan that feels truly premium and less common than the usual choices, this Lucid makes a very strong case.

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Snoop Dogg Celebrates 10 Til’ Midnight at the Compound

LOS ANGELES SENTINEL — The album is paired with a film that stars Snoop Dogg, Hitta J3, G Perico, and Ray Vaughn, and one of the strongest elements of the whole project is that the production stayed rooted right here in Los Angeles.

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2 weeks ago

May 3, 2026

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Snoop Dogg celebrated the premiere of 10 Til’ Midnight at his Inglewood recording studio & multipurpose facility, The Compound, but the night felt like much more than an album release. It felt like Los Angeles. It felt like legacy. And it felt like another major move from one of the city’s greatest cultural architects as he continues to prove that he is not just dropping music — he is building moments, shaping narratives, and pushing the culture forward in real time.

What made the event so powerful was the clarity behind the vision. During a panel conversation with DJ Hed, Snoop opened up about the heart behind 10 Til’ Midnight, explaining that the project was created to help bridge older and younger generations while also speaking to the long-standing divisions between Bloods and Crips in a unique way through film. That alone gave the project a different kind of weight. This was not just about songs. This was about using creativity as a tool for connection. This was about taking a story rooted in Los Angeles and telling it in a way that could bring people together.

Snoop Congratulated By Rapper & Fellow 10 Til Midnight Cast Member G Perico (CreativeLB/KreativeKapturez)

The album is paired with a film that stars Snoop Dogg, Hitta J3, G Perico, and Ray Vaughn, and one of the strongest elements of the whole project is that the production stayed rooted right here in Los Angeles. The film was shot in the city, including at WePlay Studios in Inglewood, which gave the entire project an even deeper hometown feel. It was not just a West Coast story in content — it was a Los Angeles-made production from the ground up.

That matters because, in a city like this, authenticity still carries weight. Snoop understands how to make sure that what he creates does not just represent Los Angeles on the surface, but actually comes from it.

What also makes 10 Til’ Midnight significant is that it represents another major step in Snoop’s evolution as both an artist and executive. Public reporting around the project identifies it as his 22nd studio album, but the bigger story is what it represents in this season of his life. This is one of several consecutive moves he has made in his 50s that show he is still building, still expanding, and still finding new ways to reinvent what the next chapter looks like.

Snoop Dogg at the Premiere of 10 Til Midnight (CreativeLB/KreativeKapturez)

Now, as the head of Death Row Records and the newly aligned leader of Death Row Pictures, he is taking the brand into a new dimension. That is what made this moment feel bigger than music. Snoop is not just protecting the legacy of Death Row — he is stretching it. He is expanding it beyond records and into film, visual storytelling, and larger creative worlds that can continue carrying the label’s impact forward. Public reporting has noted that this project arrives as part of that broader cinematic push.

That is a major Los Angeles move because the city has always been built on the intersection of music, film, neighborhood identity, and cultural storytelling. With 10 Til’ Midnight, Snoop is leaning all the way into that intersection.

The room at The Compound reflected that. It felt like a private premiere, but it also felt like a statement — a reminder that Snoop Dogg’s staying power has never been based only on nostalgia. It comes from his ability to remain connected, remain visionary, and remain in tune with how to move the culture without losing the essence of who he is.

That is why this premiere mattered. It was not just about celebrating another album. It was about witnessing a Los Angeles legend continue to evolve, continue to unify, and continue to use art to tell stories that hit deeper than entertainment alone.

In that sense, 10 Til’ Midnight became more than a project launch. It became another example of how Snoop Dogg is still taking Los Angeles to the next level — using music, film, and legacy together to build something bigger than a moment.

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OP-ED: Small Businesses Need Minnesota to Act on Pass-Through Tax Policy

MINNESOTA SPOKESMAN RECORDER — A Twin Cities immigrant entrepreneur who built several businesses including grocery stores in underserved neighborhoods is calling on Minnesota lawmakers to extend the Pass-Through Entity tax option before it expires, warning that its loss would hit small businesses already recovering from Operation Metro Surge with higher federal tax bills.

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2 weeks ago

May 3, 2026

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A Twin Cities Small Business Owner Is Urging Minnesota to Extend a Tax Policy That Could Save Thousands of Businesses

By Daniel Hernandez | Minnesota Spokesman Recorder

I came to the United States as a teenager with a clear goal: to build something meaningful through hard work. I put in long days in construction, restaurants, and landscaping; doing whatever it took to learn, save, and eventually start my own business.

Over time, I built and ran several successful ventures, including an event photography company, a magazine, a tax and accounting firm, and now grocery stores serving neighborhoods across the Twin Cities where other retailers chose not to invest. I’ve created jobs, supported families, and committed to communities that deserve stability and opportunity.

That’s why I’m speaking out now.

Small business owners in Minneapolis and the communities we serve are recovering from serious disruptions, including the impacts of Operation Metro Surge. That event hit immigrant communities especially hard. In my own case, I lost nearly half of my 60 employees and saw revenue drop by about 85%. While I worked to provide competitive wages, health benefits, and paid time off, the real hardship fell on the people who lost their jobs and income.

Even as we rebuild, small businesses are facing another challenge. The Minnesota Legislature is considering letting an important tax policy expire: the Pass-Through Entity tax option.

Here’s what that means in plain terms.

Many small businesses, including mine, are pass-through businesses. That means the business itself doesn’t pay income tax. Instead, the owners report the income on their personal tax returns. But under current federal rules, there’s a limit on how much state tax we can deduct. That often leads to higher federal tax bills.

The Pass-Through Entity option fixes that. It allows the business to pay the state tax directly, which means the business can fully deduct those taxes on its federal return and lower the total amount of income taxed federally. The result is straightforward: small business owners pay less in federal taxes, without reducing what the state collects.

This policy is not new or controversial. Thirty-six states already offer it. It doesn’t cost Minnesota anything, it’s revenue neutral. And it benefits more than 66,000 businesses across the state.

In a state where the cost of doing business is already high, it’s hard to understand why we wouldn’t offer the same basic tax treatment as states like California and Illinois.

Small businesses have carried a heavy load in recent years, through a pandemic, rising costs and public safety disruptions. We’ve adapted, reinvested and stayed committed to our communities. What we need now are practical policies that support that work, not make it harder.

If the Minnesota House does not act soon, many businesses will face significantly higher federal tax bills. That’s money that could otherwise be used to hire workers, raise wages or reinvest in local neighborhoods.

I urge Gov. Tim Walz and members of the House Tax Committee to pass House File 3127 and extend the Pass-Through Entity election.

Small businesses are the backbone of our communities. We’ve proven our resilience. Now we need our state leaders to show the same commitment to us.

Daniel Hernandez is the owner of Colonial Market located at 2100 E. Lake St.

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