Screening tests and invasive biopsies « Punk Rock Operations Research

screening tests and invasive medical procedures « Punk Rock Operations Research.

A nice blog post by Laura McLay on a few of the paradoxes of cancer screening, and the human reactions to it. Everyone should read this weekend’s NYT article on breast cancer screening, by Peggy Orenstein. Title is Our Feel-Good War on Breast Cancer.  One of my reactions to Peggy Orenstein being the author: age really does bring wisdom!

My extended family went through a scare caused by over-testing a few years ago. Nobody was at fault, but different family members have very different responses to uncertainty.

Here is the abstract to the article Laura mentions on prostate screening.

Debate regarding the prostate-specific antigen (PSA) screening test centers around test reliability and whether screening reduces mortality.1– 3 We consider yet another potential downside to the widespread use of unreliable screening tests: the downstream effect of receiving inconclusive or ambiguous results. When receiving information from screening tests, we usually want to know whether the result is a “yes” or a “no.” Receiving an inconclusive result amounts to a “don’t know”; this situation should have a level of uncertainty regarding the diagnosis similar to that of not conducting the test at all. Yet, we propose that the psychological uncertainty experienced after an inconclusive test result can lead to investigation momentum: additional, and potentially excessive, diagnostic testing. In contrast, not conducting the unreliable test would result in no further action. To investigate this, we evaluated whether receiving an inconclusive result from an unreliable test (the PSA screening), compared with undergoing no test, motivated more individuals to undertake an additional, more invasive and costly, test (a prostate biopsy).

 

Invented by a data scientist: the first anti-scam – AnalyticBridge

Invented by a data scientist: the first anti-scam – AnalyticBridge.

An interesting concept: create a lottery which is really a disguised form of savings. That’s not quite what this proposal does, but it could be modified very easily.

From what I read, accumulating savings is a big problem for many poor people. Some nonetheless play the lottery. Create a lottery-squared, which takes in tickets from participants, accumulates most of it in an account for the payer, and puts a fraction in a true lottery. Then the ticket-buyer can “win” a small amount according to some rule. The rule  may be hidden from them, as in the original proposal, or could be partially under their control.

Lots of legal problems with this, to say the least. The middleman is acting like a bank, with all the issues that brings. The record-keeping and security could be a problem. And so forth. This is more of a problem in some countries than others.

By the way, this is similar to what “Christmas club accounts” in banks did in the 1950s, apparently. Customers would put $5 into the account each week, and get it all back in December.