Tag Archives: Science

Studies Show That…

One of the most compelling arguments in support of religion is the totally pragmatic one. What does it matter if religion is false, if god is totally made up, if faith is only a placebo effect, or even if it’s all ultimately just a scam to separate you from your hard-earned money? In the end isn’t all that matters that it makes you happier and more successful?

Reporters and opinion writers propagate this pragmatic justification of religion every day. It is actually difficult to get through any newspaper issue without encountering yet another article or op-ed touting the benefits of religion and faith. Here is an example of the typical kind of happiness claims put out there most every day in popular media:

Research suggests that children who attend church perform better in school, divorce less as adults and commit fewer crimes. Regular church attendees even exhibit less racial prejudice than their nonreligious peers. (see here).

happinessThese articles invariably cite scientific studies and statistics to support their claims. But those claims frequently go far beyond study design or the conclusions made by the scientists involved.

There are many ways that studies are misused by advocates to advance their causes or market their products. So we must all be very savvy when we see broad, sweeping conclusions being supported by narrow scientific studies, particularly by social science studies.

To help you to recognize these manipulations, following are some of the typical falsehoods and distortions used by advocates to misrepresent science or to promote bad science.

Failing to Mention the Negatives
Studies show that chocolate supplies 11 grams of fiber! Wow, maybe we should all eat chocolate to get our fiber! But to get that 11 grams of fiber from chocolate you have to consume a whopping 600 calories. Likewise, studies tout selected admirable ethical qualities of religious people, but fail to mention other studies that show, for example, that religious people are far more likely to support torture, guns, violence, and drone attacks.

Failing to Mention Better Alternatives
Another way advocates misuse studies is by failing to mention far better alternatives. For example, the chocolate industry fails to mention that practically any fruit, vegetable, or grain is a far healthier source of fiber. That may not be their responsibility, but if they are implying that you should eat chocolate in order to get your fiber, they are lying. Likewise, advocates often tout the morality of religious people, implying that religion is the only way to achieve these values. But you don’t need to consume 600 calories to get your fiber and you do not need religion along with all its negative characteristics to be a good person.

Failing to Quantify the Benefits
Advocates will often claim a benefit without quantifying it, thereby giving a false impression of how important it is. For example, religion advocates may cite studies showing that fewer religious people go to prison, without mentioning that this difference is inconsequentially tiny.

Misrepresenting Statistics
Advocates often misrepresent statistics. If they are trying to magnify a small difference they report it as a percentage or ratio. If they are trying to exaggerate a tiny difference in a huge population, they cite the numerical difference.  For example, religion advocates might claim that “secular people are twice as likely to commit suicide as religious ones.” Sounds fantastic right? But this could very well mean that out of a population of 10,000 people, 1 religious person committed suicide and 2 non-religious people committed suicide. Not quite as alarmingly persuasive when presented that way.

Using Bad Indicators
In epidemiology, an indicator is a specific test that can be used to measure a more general condition. But a bad indicator tells one little or nothing about the general trait being evaluated. For example, religious advocates typically conclude that believers are “happier” based upon highly questionable measurements such as divorce rate which have little to do with happiness. As we all know, married people can be far more miserable than divorced ones.

Failing to Prove Causation
Most clinical studies are observational, or association studies. That is, they simply show that two variables are both observed in or associated with a given population. This is valuable information. But proving that those two variables are directly related to each other is quite difficult. Proving causality between one and the other is even more difficult. Even if two things seem to be related, they may be indirectly associated through some third thing called a confounding factor. For example, a study may show that church-goers cheat less on their spouses. That is merely an association. But advocates use that observed association to claim that church attendance promotes ethical behavior even though the researchers themselves never made that claim. However, it may well be that church attendance and marital fidelity are not directly related at all, let alone that church attendance causes fidelity as advocates claim. The most we could say based on the research is that, for whatever reason, people who go to church are also more likely to be people who have fewer affairs. Maybe the reality is that unattractive people tend to go to church in a desperate and futile attempt to start an affair. Attractiveness may the just one confounding factor here. That we cannot determine or even imagine what the confounding factors may be is not proof of causality.

Failing to Consider Reporting Bias
Many of the narrow social studies used to make sweeping claims rely upon self-reporting. However, self-reporting is incredibly unreliable. People intentionally or unintentionally report all kinds of things in all kinds of ways for all kinds of reasons. For example, men are likely to brag about their infidelity while women are likely to conceal it. Self-reports are poor measures of the relative level of infidelity between the sexes. Likewise, religious people are deeply invested in the fiction that religion makes them happier and are very likely to report that they are even if they are totally miserable.

Failure to Mention Study Limitations
Years ago, upon reading commonly cited statistics that “98% of women report incidents of sexual abuse,” radio host Dr. Laura Schlessigner did what a good consumer of information should do. On-air, she called the scientist who conducted the study being referenced to support this claim. The researcher was eager to express her frustration with all of the advocacy groups citing her research without mentioning that her study narrowly targeted an extremely at-risk population. Dr. Laura then called the head of one of those women’s advocacy groups employing this scare-tactic and asked her why she knowingly misrepresented this research. When confronted, the head of the organization stood firm, saying that anything is justified if it raises awareness of real issues faced by women.

Choosing the Wrong Measurement
Even if we could measure happiness, it should not be assumed that happiness is the best or only goal. Believing that  global warming is a hoax probably does make one sleep sounder. Allowing your kids to eat pizza at every meal will probably result in fewer observed food-related tantrums. But clearly these measures of happiness do not justify accepting those positions. Likewise with religion.

Selective Skepticism
We tend to do pretty good at being skeptical about things we disagree with. But when it’s something we’re predispositioned to like and want, like chocolate or religion, we tend to set all skepticism aside and whole-heartedly embrace any arguments in favor, no matter how much of a stretch they may be. The happiness-arguments supporting religion are definitely one area in which our society demonstrates far too little critical scrutiny, as evidenced by the huge number of happiness claims repeated in major publications with virtually no skeptical analysis.

Baby With the Bath Water
Please, please, please don’t conclude from this that you can never trust social studies and that these studies never have any value at all. Association studies are very valuable. We need to know when things are observed together in a given population. However, you should be a smart consumer of these studies and understand the ways that advocates misuse study results to contrive claims that advance their cause. This is particularly important when we are predisposed to believe those claims. When in doubt, look past the claims made by advocates or even by seemingly objective “science reporters” and read the typically more careful and restrained conclusions reported by the scientists who conducted the studies. With the Internet at our fingertips today that is not usually very difficult to do.

Satisfaction Surveys

SatisfactionSurveyHave you ever filled out one of those ubiquitous satisfaction surveys? Of course you have. Everyone wants to know how satisfied you are. Whether it be your phone company or your local dry cleaner or your waiter, everyone is keen to quantify, record, and report your level of customer satisfaction.

But despite the fact that satisfaction surveys are as annoyingly common as pennies, how truly useful are they? If you’re anything like me, you probably don’t provide exactly high quality response data to these surveys. If I cannot escape the survey without being rude, I just check “Excellent” for everything without even reading the questions. It’s the easiest thing to do. And what direct benefit is there in it for me to be thoughtful and honest? I’m much more likely to get better service next time if I indicate that my waitress is excellent in every possible way, especially if she was terrible!

And there are lots of reasons beyond immediate self-interest and laziness that most of us lie like Persian rugs on these surveys:

  1. People forget the bad stuff. We have selective memories, and the longer it is after our terrible customer experience, the more likely we are to remember it positively.
  2. People never want to seem like complainers. Even if we had gripes, we are programmed that complaining only reflects badly on us.
  3. People are nice. We don’t want to hurt anyone’s feelings unnecessarily – even if we are anonymous.
  4. People are habituated to say “I’m fine.” Even if we’re in the middle of vomiting up our lunch after being told that our beloved kitty just got electrocuted attacking an electrical outlet, we automatically say we’re fine.
  5. We assume no one <really> wants to know. We figure that this is pointless paperwork that no one will ever actually read let alone act on it.
  6. Saying everything was wonderful is the easiest way to dispense with this annoying and meaningless survey and get home in time for The Walking Dead.

Here’s an even bigger problem worth discussing in depth. We don’t know what we don’t know and have poor imaginations to envision what we could have. Satisfied compared to what? How do you rate your Toyota? Excellent. Oh wait, I didn’t realize I could have had a Porsche instead… Can I change that answer to Poor?

How do you rate your healthcare? Excellent? Great! But did you know that Norway has a healthcare system that costs ½ the price and ranks 11th to your 37th? Would you like to change your survey answer?

Since we don’t know what we don’t know let alone what we cannot even imagine, Poor to Excellent is not an absolute scale. It only encompasses what we know. If we’re given a dozen similarly bad options, we’re likely to rate the least worst of them Excellent. By the way, this is one of the reasons that “happiness scientists” tell us that more choices make us less happy. We become less satisfied with what we can get if we are made aware of all the better options that we cannot hope to get our hands on.

I have a more nefarious theory about these surveys. I think that smart customer service providers offer these surveys knowing all of this, but they figure that when you indicate that their service was great you’ll actually remember it as being great. Probably sound psychology!

But here’s the biggest problem with these victim-less white lies called satisfaction surveys. We sometimes really, really do need an accurate answer to assess satisfaction. We have lots of important social science studies that have little choice but to measure satisfaction through this sort of survey. Unfortunately, for all the reasons given, this data is usually just so much garbage in.

We need smarter measures of satisfaction.

One solution is to de-emphasize or even abandon the self-reporting of satisfaction measures. Instead, smart companies or researchers measure indirect indicators of satisfaction. Rather than ask for a self-reported satisfaction, they look at objective behaviors that correlate with satisfaction.

For example, given a subsequent choice of options, what option does the person actually choose? Do they recommend the option to others? Instead of asking whether they like the coffee or the ambiance of the restaurant, measure how many refills they ask for and how long they remain to digest and converse over their coffee.

Satisfaction surveys are just a microcosm within a wide range of human behaviors. In almost every situation dealing with people, looking at actual behaviors can tell us far, far more than relying upon anything they tell us about their motivations or their opinions.

Evolution Did It!

While serving in the Peace Corps in rural South Africa, I loved to visit different schools to talk about science. One of my favorite activities was playing the “Why” game. I’d encourage the kids to ask “Why” about anything at all and we’d use scientific thinking to formulate hypotheses.

It would take a while to coax even one “Why” out of the kids as they were totally unfamiliar with any kind of meaningful dialog with a teacher. When I invited them to ask “Why” questions, the only responses I got were dazed and confused expressions. Students were seldom encouraged to ask any questions, and if they did the only answer they were likely to get was “because it is” or “god made it that way.” But clearly those answers are not really satisfying because as soon as just one kid bravely took the chance to venture a question, the floodgates of pent-up curiosity unfailingly broke loose and a deluge of “Why” questions came pouring out from the entire class.

Tellingly, one of very first questions was inevitably “Why am I black while you are white?”

Now that might seem like a tricky question but it isn’t really hard at all. In everything to do with life, be it human or animal or plant or microbial, the answer to pretty much any question is “evolution.” Even if that isn’t a complete answer, it’s the perfect foundation upon which to discuss further nuances.

Why are you reading this article right now? Evolution! Granted, we could just as legitimately answer “chemistry” or “physics” and start from there. But when it comes to the traits and behaviors of living things that most kids are naturally most interested in, “evolution” is always the sensible starting point.

eggsTo get things started I would often hold up a hard-boiled egg that I typically carried around for a snack. Why do you suppose eggs are egg-shaped? This question would be met with confused looks, so I’d oil the hinges of their flood gates with squirts of evidence. Do you think it means anything that eggs of birds become increasingly oval as the land they live on becomes steeper? Within minutes we’d find ourselves testing the evolutionary importance of egg shape by rolling my lunch down a slanted desk-top and speculating on how rolling behavior can help or hinder the survival of those birds.

You don’t need to join the Peace Corps or teach school to play the “Why” game. You can play it with family and friends or even all by yourself. Think of any characteristic of living things, make it as simple or hard as you can, and start by asking why it is so. The answer of course is “evolution,” but now the real fun begins. Now you can think about “Why” that particular trait or behavior might have been an evolutionary advantage or hindrance.

To help you play the evolution game, here are some rules that are not always obvious:

1. Every trait of living things – physical, mental, behavioral, social, temperamental – all arise through evolution. Practically anything at all is fair game.

2. It is OK to personify evolution to help us talk about it. Personification makes it much easier to understand and relate how evolution works. It just needs to be understood without necessarily saying that personification is only a communication technique and that evolution does not really have motivation or intent.

3. Not all traits are necessarily helpful. Some are simply the result of innocuous mutations that don’t particularly help but they don’t hinder enough to get selected out. However the best starting hypothesis is to assume evolutionary significance. And just because we cannot imagine the significance of a trait, that doesn’t mean it has none.

4. Most traits have many advantages and disadvantages. In the grand dice-roll of evolution, the advantages of a trait must only collectively outweigh the disadvantages. In the case of egg-shapes, rolling down hills is just one of the many ways this simple trait affects the survival of that species. There are lots of right answers.

5. Evolution does not “care” about individuals. There is a rampant misconception that evolution favors the survival of individuals. This is largely a misapplication of the concept of “survival of the fittest.” This misapplication causes some to claim that examples of evolved traits that cause harm to individuals disprove evolution. Nothing could be more wrong. Evolution only cares about the species. It will happily kill individuals off, even within a species, if it helps the population to survive. Certain spider females eat their mate after fertilization. This helps the species to survive. The male is most useful as food after his job is done. Evolution holds individual lives in no particular regard.

6. Evolution does not guarantee the “best” traits. It merely makes it more likely that those random traits that happen to be good enough in a given circumstance are passed along. Our spine isn’t a good design let alone the best design. An intelligent designer would have come up with something much better. But it is good enough.

7. Evolution is not “going” anywhere. It is not “leading to” any sort of perfect human for example and mankind is not the “pinnacle” of evolution. All of evolution did not happen in order to create us.

8. Just because evolution is not going anywhere does not mean it is not going anywhere. Evolution is like a driverless car. There is no driver and it knows not where it is going. But it is definitely going somewhere nonetheless, following forces that direct it along a logical, non-random route defined by its characteristics, obstacles, terrain, and the physics of motion.

9. Evolution is not guaranteed to find a way for a species to survive change, especially rapid change. Most in fact do not survive change. Evolution certainly has not found ways for the vast majority of species on the planet to survive dramatic changes, the worst of which may be the holocaust of humanity.

10. Certain unimportant traits might have little role in survival right now, but they might either save or kill your species when the environment changes.

11. A good trait isn’t always good. Change the environment slightly and that trait that helped you survive yesterday may cause your extinction tomorrow. Belief is one of those. Just because it evolved yesterday does not mean it is not bad for us today.

12. Bad traits can be good. If a trait isn’t bad enough to kill you before reproducing, it’s good. Sickle-cell Anemia is not a desirable genetic trait right now. But it may be the only trait that grants immunity to the zombie apocalypse virus that is right around the corner of random mutation. The more biodiversity a gene pool can support, even “bad” genes, the more likely that species will survive over the long haul. Wiping out a “bad” gene today could doom us tomorrow.

Those are just a few of the things to consider when you think about how traits and behaviors might have evolved. So enjoy the “Evolution Did It” game! It’s infinitely more fun and stimulating than the “God Did It” game.