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Scientific Encounters

Why Test Scores Matter

Why does this matter? Because longitudinal studies have found that students who performed worse in PISA at age 15 are less likely to attain higher levels of education by the age of 25, and are more likely to be out of the labor market entirely, ie, not in education, employment or training. For many, a lifetime of economic hardship and reliance on public services follows.

Closing the Gap: Cross-Country Comparison of Student Math and Reading Skills: Second Generation Immigrants vs Non-Immigrants

Part of this performance gap can be explained by socio-economic and language factors, e.g., poverty and lack of fluency in the language used on the tests. I imagine age at immigration matters as well: a person who immigrates as a teenager will likely find school harder in their new country than someone who arrived as a baby. Following this logic, I’d expect second-generation immigrants - born in a country to at least one foreign-born parent - would have little difficulty adapting to a country’s education system and so their PISA scores would reflect this.

Student Performance in Reading, Math and Science: US Trends from 2000-2022

Per the above chart, American 15-year olds have been reading at roughly the same level (on average) as they were 20 years ago. Surprisingly, their reading performance held up rather well during the pandemic years, despite the challenges of extended school closures, remote learning and the high absenteeism.

One Chart and a Few Comments: Comparing the Violent Crime Rates in America's Safest and Most Dangerous Cities

These posts will explore factors that are thought to influence violent crime rates, such as police response times, clearance rates, conviction rates, sentencing norms, and demographics. I will limit my exploration to the 10 safest and 10 most dangerous cities listed in the above chart, the better to reveal patterns of influence. Hopefully, these cities keep good records.

Prior Authorization: Purported Benefits, Potential Harms, and Possible Fixes

The authors don’t tell us why Medicare and insurers are increasingly relying on prior authorization, nor do they address the prevalence of unnecessary or low-value medical care or the risks associated with such care. That’s a huge omission. Potential harms should be weighed against potential benefits, the better to find solutions that preserve benefits while reducing harm. As for the prevalence and risk of unnecessary and low-value care, evidence suggests that up to one-fifth of healthcare spending is wasted on such care and around 10% of patients are harmed in the process.

The Fruits of Our Labor: Perception Tracking Reality across the Decades

“False consciousness [is] the notion that people are so misled about reality that they act against their own interests. What was once the preserve of Marxists, flummoxed that workers refused to lose their capitalist chains, is now the fall-back position for the modern [left], which worries that voters cannot accurately comprehend the world in which they live.” - Are voters as clueless as Labour’s intelligentsia thinks?  The Economist, November 30, 2024.

Crime Perceptions and Reality across Four Decades

These survey results reveal broad support for a get-tough approach to crime before 2000. Then, as the crime rate dropped, American attitudes softened - until crime rates rose again, a trend the following chart documents…

Crime and Punishment in Five States: Four Blue and One Purple

The FBI’s crime rates are based on arrests, whereas people in these states’ Criminal Legal System have been convicted of crimes. What I’d like to see is how much arrest rates diverge from conviction rates, and why they diverge, e.g., plea deals, diversion programs, prosecutorial discretion/approach to criminal justice, overzealous police over-arresting without sufficient evidence, etc. I imagine the prevalence of these various factors vary according to state, jurisdiction and local politics.

How to Spot Misleading Science Writing

Does that mean science writers should avoid expressing opinions regarding the significance of whatever they’re writing about? No, but they should do so in the spirit of science: with an abundance of caution and plenty of hedging. Above all, they need to take care not to mislead or exaggerate.

If Reality is Socially Constructed, Does Evidence Matter? If So, How Do We Judge Its Quality?

Evidence is information that serves to support or counter a proposition about reality. If objective reality exists, then we can get closer to its truth through the gathering and evaluation of evidence. Evaluating evidence is a kind of interrogation. For example, one could “interrogate” opinion pieces, news analyses, and science stories with questions like…

If we made such questioning a habit, the better we’d get at glimpsing bits of the world as it is, rather than how we want or expect it to be.

Trust in Science?

In another study, participants who reported trust in science were more likely to believe and disseminate false claims that contain scientific references than false claims that do not. The study authors conclude that ‘trust in science, although desirable in many ways, makes people vulnerable to pseudoscience” (O'Brien, Palmer, et al., 2021).

The Scientific Process

“Occasionally, scientific ideas (such as biological evolution) are written off with the putdown “it’s just a theory.” This slur is misleading and conflates two separate meanings of the word theory: In common usage, the word theory means just a hunch, but in science, a theory is a powerful explanation for a broad set of observations.” - from How Science Works

Annotated Charts, Part II: Confidence in the Police and Criminal Justice System, 1993-2023

Mmm…pretty steady in the confidence department until around 2017, then a downward trend, accelerating since 2020. I put the “civil unrest” lines in the chart to see if confidence in police dipped after periods of anti-police civil unrest. No pattern there until 2020, when high confidence responses dipped 5 points over the period of 2020 - 2023.

Antiscience: Another Word Best Consigned to the Dustbin of History

There actually have been people and movements that were more broadly antiscience than today’s this-or-that skeptics: what we used to call “new age” types, e.g., members of religious cults and believers in the occult. In his oft-cited 1993 book Science and Anti-Science, Gerald Holton mentions “interest in astrology” as indicative of antiscience beliefs, as least as “conventionally” understood (his word).

Antiscience as Mass Murder? Well, That's One View

So the author defines antiscience as the rejection of mainstream scientific views and their replacement with unproven or deliberately misleading theories. What does that even mean? Science is a process that moves forward by questioning received wisdom. Does “rejection” encompass doubt or criticism? At what point would a theory be considered “proven”? . And why all the ad hominen verbiage (“deliberating misleading”, “nefarious”)? Can’t people just disagree without being accused of bad faith?

Want to Change Someone's Mind? Beware the Persuasive Backfire Effect.

The inspiration for this post came from reading a bunch of articles on how to combat “antiscience”. Each one cautioned against trying to reason or debate scientific issues with people who hold antiscience views. Rather, one should try to relate to their emotions and social needs, e.g., be warm, tell stories, find common ground, establish a connection. Above all, don’t acknowledge their ideas have any merit.

And I thought: don’t any of these authors know about the “persuasive backfire effect”? Here’s a brief review…