How peer review works, and what it doesn't catch
Peer review checks methods and reasoning before publication — but not data, replication, or fraud. Here is how the system works and where its documented limits lie.
Education & Science
The latest education & science journalism from the publications of the VUGA Enterprises Network — refreshed around the clock. Every headline opens the full story at its source.
Page 2 of 4 · Updated 19 Sep 2026, 06:23 UTC
How School Funding Actually Works: Title I and State Formulas
Local property taxes (~45%), state formulas (~47%), federal programs (~8%) — how the three streams interact, what Title I's $18 billion buys, and where to check your district.
What District Leaders Should Require Before Buying Cyber-Incident Insurance
Insurers now require baseline security controls before writing K-12 cyber policies. What district leaders should verify before buying coverage.
Why AI detectors still get student writing wrong
A Stanford study found detectors flagged 61% of non-native English writers' essays as AI-generated, and a growing list of universities is dropping the tools rather than trusting the score.
What Parents Should Know About the Rules on Teen Work Hours
Federal law caps a 15-year-old's school week at 18 hours and stops capping hours entirely at 16 - but state rules, work permits, and a 20-hour research marker all shape what a first job should look like.
How do scientists know how old a fossil is?
Fossils are almost never dated directly. Geologists date the rock around them instead, and the method depends entirely on what happens to be nearby.
AI detectors don't prove a student used AI to cheat
Turnitin's own documentation calls its report inconclusive, and independent research finds detectors misfire most against non-native English writers and Black students.
How the IEP Process Actually Works, Step by Step
From a parent's first written request to the annual review meeting, an Individualized Education Program follows a federally defined sequence — here's what happens at each stage under IDEA.
How Alternative Teacher Certification Works for Career Changers
S. public school teachers entered the classroom through an alternative route, per NCES — here is how the licensure pathway actually works, who uses it, and what it pays.
How FERPA Privacy Rights Shift From Parents to Students
A federal law hands most control over school records to students the day they turn 18 or start college — with a few exceptions families should know before that happens.
Papers that get harsher peer review may end up more cited
A preprint analyzing 8,000 Nature Communications papers found tougher revision demands tracked with more citations three years later, though the results are correlational and the study itself has not yet been peer-reviewed.
What FERPA actually permits before a new app touches student data
The 'school official' exception is why a class can start using an app without a permission slip for every family — but only when a vendor clears three specific conditions written into federal regulation, not its own privacy page.
How State Cellphone Ban Laws Actually Work in K-12 Schools
More than half the states now require districts to restrict student phone use, but the rules on storage, discipline, and exemptions vary widely from state to state.
Why Chronic Absenteeism Hasn't Dropped Back to Normal
Missed school days spiked during the pandemic and have come down since — but national data show the decline stalling well above pre-pandemic levels, and researchers are still working out why.
How does peer review actually work before publication?
Before a scientific claim reaches print, an editor and a small group of outside experts read it first — a filter meant to catch errors, not to guarantee a finding is correct.
Retrieval practice works, but not as much as trainers claim
A 2007 federal practice guide gave testing-based study strategies its strongest evidence rating, but newer classroom studies show the real gains are smaller and more subject-dependent than professional-development slides suggest.
How to Help a Student Study Smarter, Not Just Longer
Decades of cognitive-science research point to two study habits that actually work — and they're not the ones most students already use.
Alternative Certification Now Trains 18 Percent of US Teachers
Federal data shows how the alternative route into the classroom differs from a traditional teaching degree, and who is choosing it.
Peer review may catch less bad science than readers assume
A 2025 analysis in PNAS finds reviewers often disagree with each other — and shows which specific fixes actually help.
What FERPA actually lets edtech vendors do with student data
The law doesn't ban vendor access to school records. It makes the district the gatekeeper — and most of what happens next depends on a contract clause few people read.
What Families Should Know About School Reentry After Juvenile Detention
Federal rules require a reentry plan with an education piece before a young person leaves a juvenile justice facility, but how well it works still depends on which adult stays on top of it.
FCC's New E-Rate Bidding Portal Sparks Pushback From School Groups
2 billion school-internet program is drawing warnings that small and rural districts will carry the heaviest new paperwork load.
How a book actually gets pulled from a school library
Removing a title from a school shelf is rarely one decision. It is a process with a form, a committee, and an appeal — and 2025’s record numbers show who is actually setting it in motion.
A brain implant let one ALS patient talk for two years at home
A 2026 study in Nature Medicine tracked a man with ALS using a brain-computer interface independently at home for nearly two years — a long-term, single-participant test of whether such systems can work outside the lab, not yet a device anyone else can buy.
What the CDC's Developmental Milestones Checklist Actually Tracks
The free checklists cover ages 2 months through 5 years and are built to start a conversation with a pediatrician, not to deliver a diagnosis on their own.
The VUGA Enterprises Newsroom aggregates headlines and short excerpts from the newspapers and magazines of the VUGA Enterprises Network. Every headline links to the full story on the publishing site. Part of the VUGA Network.