Misc

Infection Trajectory: See Which Countries are Flattening Their COVID-19 Curve

Published

4 years ago

March 16, 2020

Nick Routley

NOTE: This chart updates daily with new data. Also, the search button in the lower–left corner allows filtering of specific countries.

At the outset of 2020, the world looked on as China grappled with an outbreak that seemed be spiraling out of control.

Two months later, the situation is markedly different. After aggressive testing and quarantine efforts, China’s outbreak of Novel Coronavirus (COVID-19) appears to be leveling off.

Now, numerous countries around the world are in the beginning stages of managing their own outbreaks. March 15th, 2020, marked a significant statistical milestone for this, as confirmed cases of COVID-19 outside of China surpassed the Chinese total.

The tracker above, by Our World in Data, charts the trajectory of the growing number of countries with more than 100 confirmed cases of COVID-19. As the number of new infections reported around the world continues to grow, which countries are winning the battle against COVID-19, and which are still struggling to slow the rate of infection?

What’s Your National Infection Trajectory?

As of publishing time, 39 countries have passed the threshold of 100 confirmed cases, with many more countries on the cusp. By comparing infection trajectories from the 100 case mark, we’re able to see a clearer picture of how quickly the virus is spreading within various countries.

A rapid “doubling rate” can spell big trouble, as even countries with advanced healthcare systems can become overwhelmed by the sheer number of cases. This was the case in the Lombardy region of Italy, where hospitals were overloaded and an increasing number of medical staff are under quarantine after testing positive for the virus. Nearly 10% of COVID-19 patients in Lombardy required intensive care, which stretched resources to their breaking point.

Other countries are looking to avoid this situation by “flattening the curve” of the pandemic. In other words, preventing and delaying the spread of the virus so that large portions of the population aren’t sick at the same time.

flattening the covid19 curve

Original concept by Drew Harris

Everything’s Canceled

While all the countries on this tracker are united behind a common goal – stamping out COVID-19 as soon as possible – each country has its own approach and unique challenges when it comes to keeping their population safe. Of course, countries that are just beginning to experience exponential growth in case numbers have the benefit of learning from mistakes made elsewhere, and adopting ideas that are proving successful at slowing the rate of infection.

Many jurisdictions are implementing some or all of these measures to help flatten the curve:

Quarantining
Encouraging social distancing
Encouraging working from home
Closing schools and other institutions
Placing hard limits on the size of crowds at events

The following chart explains why this last measure is critical to limiting the spread of the virus.

event risk assessment chart

View the interactive Event Risk Assessment Tool here.

In scenario B above, which assumes just 20,000 active cases of COVID-19 in the U.S., there’s nearly a 50% chance an infected person will be attending a 10,000 person conference or sporting event. This is precisely the reason why temporary limits on crowd size are popping up in many jurisdictions around the world.

Direct losses due to canceled tech conferences alone, such as SXSW and the Electronic Entertainment Expo, have already surpassed the $1 billion mark, but despite the short-term economic pain of cancellations and decreased entertainment spending, the costs of business-as-usual could be incalculable.

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Misc

Ranked: America’s Best Universities

Evaluated on 19 different metrics, here’s the list of America’s best universities, led by 14 private schools.

Published

5 days ago

November 25, 2023

Pallavi Rao

Ranked: America’s Best Universities

The latest ranking of America’s best universities is here, perfectly timed for the approaching admissions season.

“Best” is of course subjective, and U.S. News and World Report has compiled 19 metrics on which they evaluated more than 400 national universities. Some of them include:

Graduation rates & performance: A four-year rolling average of the proportion of each entering class earning a bachelor’s degree in six years or less. Performance is measured against predictions made by the publishers, and when beaten, the university gains a higher scoring.
Peer assessment: A two-year weighted average of ratings from top academics—presidents, provosts and deans of admissions—on academic quality of peer institutions with which they are familiar.
Financial resources: The average per student spend on instruction, research, student services and related educational expenditures in the 2021 fiscal year.
Debt: A school’s average accumulated federal loan debt among borrowers only.
Pell graduation rates & performance: the same calculation as stated above, but focused only on Pell Grant students, adjusted to give more credit to schools with larger Pell student proportions.

The website’s methodology section details how they sourced their data, the weights assigned to each metric, and their changes over the years.

From the hundreds assessed come the nearly 50 best universities that offer a variety of undergraduate majors, post-graduate programs, emphasize research, or award professional practice doctorates.

Which are the Best Universities in America?

At the top of the list, Princeton University is the best university in the country, known for its physics, economics, and international relations departments. Notably, it’s a rare Ivy league university that does not have a law, medical, or business school.

Here’s the full ranking of America’s best universities, along with annual tuition requirements.

Rank	School Name	State	Tuition
1	Princeton University	New Jersey	$59,710
2	Massachusetts Institute of Technology	Massachusetts	$60,156
3	Harvard University	Massachusetts	$59,076
3	Stanford University	California	$62,484
5	Yale University	Connecticut	$64,700
6	University of Pennsylvania	Pennsylvania	$66,104
7	California Institute of Technology	California	$63,255
7	Duke University	North Carolina	$66,172
9	Brown University	Rhode Island	$68,230
9	Johns Hopkins University	Maryland	$63,340
9	Northwestern University	Illinois	$65,997
12	Columbia University	New York	$65,524
12	Cornell University	New York	$66,014
12	University of Chicago	Illinois	$65,619
15	University of California, Berkeley	California	$48,465 (out-state) $15,891 (in-state)
15	University of California, LA	California	$46,326 (out-state) $13,752 (in-state)
17	Rice University	Texas	$58,128
18	Dartmouth College	New Hampshire	$65,511
18	Vanderbilt University	Tennessee	$63,946
20	University of Notre Dame	Indiana	$62,693
21	University of Michigan, Ann Arbor	Michigan	$57,273 (out-state) $17,786 (in-state)
22	Georgetown University	Washington, DC	$65,082
22	University of North Carolina at Chapel Hill	North Carolina	$39,338 (out-state) $8,998 (in-state)
24	Carnegie Mellon University	Pennsylvania	$63,829
24	Emory University	Georgia	$60,774
24	University of Virginia	Virginia	$58,950 (out-state) $22,323 (in-state)
24	Washington University, St. Louis	Missouri	$62,982
28	University of California, Davis	California	$46,043 (out-state) $15,266 (in-state)
28	University of California, San Diego	California	$48,630 (out-state) $16,056 (in-state)
28	University of Florida	Florida	$28,658 (out-state) $6,381 (in-state)
28	University of Southern California	California	$68,237
32	University of Texas, Austin	Texas	$41,070 (out-state) $11,698 (in-state)
33	Georgia Institute of Technology	Georgia	$32,876 (out-state) $11,764 (in-state)
33	University of California, Irvine	California	$47,759 (out-state) $15,185 (in-state)
35	New York University	New York	$60,438
35	University of California, Santa Barbara	California	$45,658 (out-state) $14,881 (in-state)
35	University of Illinois Urbana-Champaign	Illinois	$36,068 (out-state) $17,572 (in-state)
35	University of Wisconsin, Madison	Wisconsin	$40,603 (out-state) $11,205 (in-state)
39	Boston College	Massachusetts	$67,680
40	Rutgers University, New Brunswick	New Jersey	$36,001 (out-state) $17,239 (in-state)
40	Tufts University	Massachusetts	$67,844
40	University of Washington	Washington	$41,997 (out-state) $12,643 (in-state)
43	Boston University	Massachusetts	$65,168
43	The Ohio State University	Ohio	$36,722 (out-state) $12,485 (in-state)
43	Purdue University, Main Campus	Indiana	$28,794 (out-state) $9,992 (in-state)
46	University of Maryland, College Park	Maryland	$40,306 (out-state) $11,505 (in-state)
47	Lehigh University	Pennsylvania	$62,180
47	Texas A&M University	Texas	$40,607 (out-state) $12,413 (in-state)
47	University of Georgia	Georgia	$30,220 (out-state) $11,180 (in-state)
47	University of Rochester	New York	$64,384
47	Virginia Tech	Virginia	$36,090 (out-state) $15,478 (in-state)
47	Wake Forest University	North Carolina	$64,758
53	Case Western Reserve University	Ohio	$62,234
53	Florida State University	Florida	$21,683 (out-state) $6,517 (in-state)
53	Northeastern University	Massachusetts	$63,141
53	University of Minnesota, Twin Cities	Minnesota	$36,402 (out-state) $16,488 (in-state)
53	William & Mary	Virginia	$48,841 (out-state) $25,041 (in-state)

MIT places second, and Harvard and Stanford tie for third. Yale rounds out the top five.

Private universities, including seven Ivy League colleges, dominate the top of the rankings. Meanwhile, the highest-ranked public schools are tied at 15th, both state schools in California.

For affordability, since the higher ranks are populated by private universities, there tends to be a broad correlation of better universities being more expensive. That said, the most expensive school in the top 50 ranks is actually the University of Southern California, tied at 28th, for $68,237/year.

As it happens, also tied at 28th, the University of Florida is the most affordable public school for in-state students ($6,381/year) and Florida State University tied at 53rd, is the most affordable for out-of-staters at $21,683/year.

However these costs are tuition-only, and don’t account for other necessary expenses: accommodation, food, and textbooks.

Best University versus Best “Fit”

Finding the best university for prospective students is more than just perusing a long ranking list.

Aside from the numerous schools present within each university—which can often be the best for specific majors—factors like location, proximity to family, campus culture, the non-academic pursuits (sports, extracurriculars, internships) are also taken into consideration.

In fact, research has found that just attaining a university degree improves future earnings potential and employability.

Furthermore, individual engagement at college (irrespective of the rank of the school in question) plays a far bigger role in learning and general well-being than simply attending a highly-ranked school.

However, for low income and minority students, attending a top-ranked school does improve future earnings considerably. For women, it also often results in delaying marriage and kids, which results in more work-hours and as a result, more pay.