Hacker News new | ask | show | jobs
by TameAntelope 1428 days ago
Isn't this just one specific analysis using a very narrow definition of "nudge", one that doesn't even begin to encompass the work being done at those "300 "research" departments"?

Further, isn't this using the same data from the original meta analysis that did find "of small to medium size" effect[0]?

Why would this, alone, undo decades of research and clear, bright-line conclusions such as the ones cited in my sibling comments? In other words, why is this letter the final word on the topic of "nudge", to you, and not the original meta-analysis? Sounds like you think everyone should pack it up and go home, all because of one letter using an alternative set of definitions and analysis.

Just seems like an overreaction on your part, especially given how vocal and... you-sounding (for lack of a better term) the "anti-nudge" crowd often is.

To take a wider view, a comment like yours is a more malicious form of nerd-sniping[1], especially on HN. Claim to have relevant credentials, voice a contrarian-but-popular-here opinion, and make a wild conclusion to give those reading it a feeling of "inside baseball."

[0] https://www.pnas.org/doi/full/10.1073/pnas.2107346118#sec-3

[1] https://xkcd.com/356/

2 comments

I think social scientists have lost the right to the benefit of the doubt. They don't preregister their trials. They don't publish their negative results. They're notoriously bad at statistics, notoriously let their political beliefs distort their conclusions, notoriously scatter their work over thousands of arbitrary, hard-to-compare small-sample-size studies instead of concentrating their resources. I don't think it matters if this criticism is right or not. The fact that it's even possible to make such a criticism is already a condemnation of the scientific incompetence of social scientists.
> They don't preregister their trials.

First of all, preregistration is not a requirement for the scientific method, which has functioned well for centuries. That is a recent trend in response to the overflowing amount of haphazardly published science.

Second, it is up to the individual scientist to decide to preregister or not. Some social scientists may preregister.

Third, small sample size may be a fair critique, however that overlooks how difficult it is to collect such data.

You've made a lot of generalizations here that amount to, "social scientists aren't as rigorous as other areas of science, therefore we should only believe studies that disagree with their results". I don't think throwing the baby out with the bath water is helpful. You can take results of studies with small sample sizes with a grain of salt, watch for replication, etc. Lambasting the field as a whole doesn't make sense to me.

Finally, readers should note that this isn't a new argument. People have been making this claim about social science for 120 years, if not longer, but at least since Freud and contemporaries began publishing.

> You've made a lot of generalizations here that amount to, "social scientists aren't as rigorous as other areas of science, therefore we should only believe studies that disagree with their results".

I think it’s more “ignore them completely.” It brings “science” into disrepute to let social science associate with the other sciences.

> I don't think throwing the baby out with the bath water is helpful.

There is no baby!

> People have been making this claim about social science for 120 years, if not longer, but at least since Freud and contemporaries began publishing.

Doesn’t that prove the point? It wasn’t science then and isn’t science today.

> It brings “science” into disrepute to let social science associate with the other sciences.

So you just want it renamed to "social studies" or what? What is your proposal, that nobody research this topic, or that they be separated in journals etc? I doubt that will have much impact on whether it makes the news. If you want that to change, you may need to get yourself onto the board of a journal you care about.

> There is no baby!

That's reductive. Just because you don't see the baby doesn't mean it doesn't exist.

> Doesn’t that prove the point? It wasn’t science then and isn’t science today.

No, it just proves it's an old disagreement, like nature vs nurture.

There is plenty of work in social science that contributes to humanity. It will always have smaller sample sizes due to the nature of collecting the data. The work can be considered useful nonetheless.

> So you just want it renamed to "social studies" or what? What is your proposal, that nobody research this topic, or that they be separated in journals etc? I doubt that will have much impact on whether it makes the news.

Or maybe people just want to shine light on the fact that social science is harder than other science for a bunch of different reasons, bring social scientists' attention towards the tools that help mitigate this, and bring the journals that seek profit over reliable results into disrepute?

Most of the papers published in current social science journals are not science, and this has been a problem for those 120 years precisely because the techniques used in chemistry or physics are inadequate for the problem domain, so applying them blindly does not produce scientific outcomes.

> maybe people just want to shine light on the fact that social science is harder than other science

The comment to which I was replying lacked the nuance in yours. Context is everything.

> So you just want it renamed to "social studies" or what? What is your proposal, that nobody research this topic, or that they be separated in journals etc

Yes. And that the rest of us stop treating it as science, citing it as science, and relying on it as science.

For example, there is a major trend in the law of treating social sciences as having truth value the way real sciences do. That’s the kind of thing we need to stop doing.

I found the hard/soft science discussion here [1] to be informative.

It seems unlikely that all of social science will one day be declared as "not science". Aristotle's methods, for example, did not require a certain sample size.

You're applying far too strict of a definition to science. Basic forms of science can be practiced by a child at home. Journals publish more in-depth analyses, and it's up to them what to publish, at the risk or reward of gains and losses of readership.

[1] https://blogs.scientificamerican.com/cross-check/is-social-s...

It's not useful. In fact, it's actively harmful. The constant churn of findings and retractions undermines the public's belief in science. When people stop believing in science, you get things like flat earthers, global warming deniers, and vaccine skeptics.
The quibble here is whether social science is a science. Here's a good overview, including a video of Feynman which the HN crowd may appreciate:

https://www.quora.com/Is-social-science-a-real-science/answe...

Humanity is observable. It's just hard to collect the data. I think you can make the case that some science isn't as rigorous, or that the jury is still out, but to say that it isn't science at all is wrong in my opinion. Even Feynman acknowledges that conclusions may be drawn later.

Aristotle philosophized quite a bit and is considered an early contributor to the scientific method. More food for thought:

https://blogs.scientificamerican.com/cross-check/is-social-s...

>First of all, preregistration is not a requirement for the scientific method, which has functioned well for centuries.

As has been said before, the problem is that the scientific method is right eventually. It can and often does get stuck for decades at a time, if someone with, shall we say, durable beliefs gets tenure, amasses political power and shoves their rivals out of a field. The amyloid hypothesis is just the most recent example.

Modern metascience practices (preregistration, blinding, banning "garden of forking paths" subgroup analysis, demanding high p factors and larger n) don't replace the scientific method, they're supposed to speed it up! But, by definition, these are all political issues, so they attract political arguments.

> It can and often does get stuck for decades at a time,

I think this is just more data. If we're all wrong for a longer time, then the impact will be more clear.

I agree that modern additions like preregistration are helpful. I only wanted to remark that it is not a prerequisite for science.

> by definition, these are all political issues, so they attract political arguments.

People are good at gaming systems. We are naturals at recognizing patterns and will adjust our behavior to meet our goals. In that sense, social science may be targeting a moving object, almost like the difference between observing and not observing the atoms in a double slit test.

As hard as it may be in social science, the process of hypothesizing, observing and forming conclusions is still science. For some, it appears that is not science because a definite conclusion never arrives.

Which viewpoint is correct? I think it's up to you to decide. And, when you don't grant people that choice, you get an anti-science response, because people naturally reject being told what to think. Science, for me, is about asking questions, not necessarily arriving at a definitive result.

> however that overlooks how difficult it is to collect such data.

It is very difficult in physics as well. Do you know how hard it is and how much effort is involved in building the LHC? Or Ligo? Or the JWST? Or ITER? They cost billions of dollars, thousands of scientists and decades to plan and make before you even get science data. Science is hard! You need to put the work and effort in, because otherwise you can't say anything about the nature of things.

> I don't think it matters if this criticism is right or not.

Okay, you and I care about very different things.

>> I don't think it matters if this criticism is right or not.

> Okay, you and I care about very different things.

Clearly it is being suggested that it doesn't matter with respect to the social studies departments being in dire need of drastic reform. If you don't care about that either direction why are you commenting on this thread? You do actually care one way and you're "point scoring" to further the argument? Something else? I'm misreading something that I think I'm reading clearly?

Hm? I just think it matters if the letter (the original submission) is correct or not.
So are social studies departments and funding in dire need of reform in your opinion? How does the "correctness" in your view of the original submission affect that need or non-need?
Not sure I know enough to have an opinion about that; what I've been commenting about is the "nudge is dead" attitude that I don't think is warranted.
I agree, I have worked at 5 separate tech companies and have conducted hundreds of statistically significant experiments, changing what people select by default. These methods have been effective at helping hundreds of millions of people improve choices. It’s common practice, think: pricing on Amazon, default tips on Uber, default purchase price in a video game, etc.

I don’t see how this would make me reinterpret all those successful results. Maybe I don’t understand what this is saying.

How much of this is “nudging” vs. “clearly explaining trade-offs”?

I’ve not done any rigorous research, but I’ve participated in projects that resulted in dramatic shifts towards customers choosing what the dev team thought was the “best” outcome, just by altering wording, or making “dangerous” choices harder (such as by requiring more clicks to enable).

One interpretation is that it is very hard to extract value from the nudge literature. When reading research articles, one must estimate and adjust for biases. This adjustment shifts the p-values by unclear amounts. So a positive result may just be a fluke.

As for your own AB tests, you have seen the processes that go into them and do not need to adjust for unknown biases. So when they demonstrate a nudge effect, you can believe it.

All you've proven is that controlling the default is a viable means of making a decision for someone.

I assure you, Opt-outs are much less likely to happen when combined with not explaining there is a choice to be made in the first place.