Search Results for "bias"

Jun 30 2023

A Climate Rebuttal

Published by under Technology

The climate change discussion would benefit most from good-faith evidence and science-based discussion. Unfortunately, humans tend to prefer emotion, ideology, motivated reasoning, and confirmation bias. As an example, I was sent an excerpt from a climate change podcast as a “rebuttal” to my position. The content, however, does not address my actual position, and I find many of the arguments highly problematic. This one is coming from a perspective that climate change is real and a definite problem that needs to be addressed, but seems to be advocating that the best solution is to be all-in on wind and solar without needing other solutions.

The podcast is The Energy Transition Show and here is the episode I was sent: https://xenetwork.org/ets/episodes/episode-200-ets-retrospective/. As a rebuttal to my position and what seems to be the position of many experts, their arguments are strawmen, but a particular kind of strawmen. One way to create a strawman argument it to portray the most extreme position as “the” counter opinion to your own. This sets up a false dichotomy – either you agree with us or you are advocating for this extreme and easily refutable position, ignoring vast territory between two extremes. Here’s the beginning of the excerpt:

[00:34:15] ….this argument against the energy transition, which seems to be falling by the wayside since you started in 2015, is this claim that we could never run a power grid with a large share of renewables due to their quote unquote intermittency? Right. You know, back in 2015, there were a lot of people insisting that the power grid couldn’t support more than maybe a high single digit, low double digit percentage of renewable power due to this intermittency, and that we would need to maintain significant amounts of baseload generators that run close to full time, like coal, nuclear plants, to ensure reliable operation of the power grid. But that has not turned out to be true, at least not yet, at the levels of penetration we’re seeing and we’re seeing very high levels of penetration in California. A couple weeks ago, I think 97% renewables at one point in time. And so I don’t really hear those arguments nearly as often anymore. But I am very interested in where you think those arguments have gone.

[00:35:55] Chris Nelder: Yeah, well, we were just talking about terminology and the preference of some people to start calling natural gas fossil gas or methane. I have a strong aversion to the term intermittency. That’s a term that really I think came from the fossil fuel industry as a way of casting doubt on renewables and making them sound unreliable or hard to forecast or in some way or another, not something that we can count on. And that’s just not the case.

The notion that the grid cannot take more than single digits or low double digits of intermittent sources may be a talking point on the climate change denial end of the spectrum, but that is not the mainstream perspective arguing that we should not rely entirely one wind and solar. Also, I have never read the argument from any expert that the grid cannot function with high penetration of wind and solar, only that it becomes more challenging and high penetration. One side note, many sources use the term “renewable” source or explicitly refer to WWS – wind, water, and solar. But hydropower is not intermittent, it can be dispatchable, and can be use for grid storage through pumped hydro. So including that in the discussion muddies the waters.

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Jun 19 2023

Regret After Transitioning

In my last post I noted that even mentioning general vague support for the LGBTQ community was enough to trigger very specific feedback, often making erroneous scientific claims. Each claim requires a deep dive and article-length discussion. Even though the discussion that followed in the comments was better than I thought it would be, it still filled with additional dubious claims. I suspect there are two main reasons for this. The first is that the topic of gender identity is complex and not intuitive. It may feel intuitive, as if your immediate gut reaction is all that is necessary to deal adequately with the topic, but it really isn’t. Ultimate this topic deals with how our brains construct our own sense of self, identity, and reality. These are always tricky concepts to deal with – and as I have pointed out before in other contexts, our brain constructs are counterintuitive by their very nature. In other words, our brains evolved for these constructs to feel real and automatic, and for the subconscious processes that create them to be invisible to us.

Second, the issue of gender identity has been highly politicized. This has resulted in any discussion of the topic being flooded with biased and deliberate misinformation. The usual FUD (fear, uncertainty doubt) strategies apply. And of course – science is hard. Even seemingly straightforward questions are actually quite complex. This makes it easy to create confusion by “just asking questions” or selectively applying skepticism.

One question at the heart of the trans issue is this – what is the rate of regret or even detransitioning after medical transition? One narrative is that adolescents (often conflated with “children”) are being prematurely herded down a road to transition, which they later regret. The other narrative is that, generally speaking, making the decision to transition is taken very seriously, with very low levels of later regret. Which is true?

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Jun 16 2023

Being Trans Is Not A Mental Illness

On the current episode of the SGU, because it is pride month, we expressed our general support for the LGBTQ community. I also opined about how important it is to respect individual liberty, the freedom to simply live your authentic life as you choose, and how ironic it is that often the people screaming the loudest about liberty seem the most willing to take it away from others. That was it – we didn’t get into any specific issues. And yet this discussion provoked several responses, filled with strawman accusations about things we never said, and weighed down with a typical list of tropes and canards. It would take many articles to address them all, so I will focus on just one here. One e-mailer claimed: “It is obvious to me that the 98% of trans people have a mental illness that should be treated like any other mental illnesses.”

Being trans itself is not considered a mental illness, but this deserves some extensive discussion. It’s important to first establish some basic principles, starting with – what is mental illness? This is a deceptively tricky question. The American Psychiatric Association provides this definition:

Mental illnesses are health conditions involving changes in emotion, thinking or behavior (or a combination of these). Mental illnesses can be associated with distress and/or problems functioning in social, work or family activities.

But this is not a technical or operational definition (something that requires book-length exploration to be thorough), but rather a quick summary for lay readers. In fact, there is no one generally accepted technical definition. There is some heterogeneity throughout the scientific literature, and it may vary from one illness to another and one institution to another. But there are some generally accepted key elements.

First, as the WHO states, “Mental disorders involve significant disturbances in thinking, emotional regulation, or behaviour.” But then we have to define “disorder”, which is typically defined as a lack or alternation in a function possessed by most healthy individuals that causes demonstrable harm. “Significant” is also a word that’s doing a lot of heavy lifting there. This is typically determined disorder by disorder, but usually includes elements of persistent duration for greater than some threshold, and some pragmatic measure of severity. For example, does the disorder prevent someone from participating in meaningful activity, productive work, or activities of daily living? Does it provoke other demonstrable harms, such as severe depression or anxiety? Does it entail increased risk of negative health or life outcomes?

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May 16 2023

The Role of Plausibility in Science

I have been writing blog posts and engaging in science communication long enough that I have a pretty good sense how much engagement I am going to get from a particular topic. Some topics are simply more divisive than others (although there is an unpredictable element from social media networks). I wish I could say that the more scientifically interesting topics garnered more attention and comments, but that is not the case. The overall pattern is that topics which have an ideological angle or affect people’s world-view inspire more passionate criticism or defense.  Timed drug release is an important topic, with implications for potentially anyone who has to take medication at some point in their lives. But it doesn’t challenge anyone’s world view. ESP, on the other hand, is a fringe topic likely to directly affect no one, but apparently is 70 times more interesting to my readers (using comments as a measure).

I also get e-mails, and my recent article on ESP research attracted a number of angry individuals who wanted to excoriate my closed minded “scientism”.  I think people care so much about ESP and other psi and paranormal phenomena because it gets at the heart of their beliefs about reality – do we live in a purely naturalistic and mechanistic world, or do we live in a world where the supernatural exists? Further, in my experience while many people are happy to praise the virtue of faith (believing without knowing) in reality they desperately want there to be objective evidence for their beliefs. Meanwhile, I think it’s fair to say that a dedicated naturalist would find it “disturbing” (if I can paraphrase Darth Vader) if there really were convincing evidence that contradicts naturalism. Both sides have an out, as it were. Believers in a supernatural universe can always say that the supernatural by definition is not provable by science. One can only have faith. This is a rationalization that has the virtue of being true, if properly formulated and utilized. Naturalists can also say that if you have actual scientific evidence of an alleged paranormal phenomenon, then by definition it’s not paranormal. It just reflects a deeper reality and points in the direction of new science. Yeah!

Regardless of what you believe deep down about the ultimate nature of reality (and honestly, I couldn’t care less, as long as you don’t think you have the right to impose that view on others), the science is the science. Science follows methodological naturalism, and is agnostic toward the supernatural question. It operates within a framework of naturalism, but recognizes this is a construct, and does not require philosophical naturalism. So you can have your faith, just don’t mess with science.

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May 11 2023

Germany and Nuclear Power

Published by under Technology

Germany has been thrown around a lot as an example of both what to do and what not to do in terms of addressing global warming by embracing green energy technology. It’s possible to look back now and review the numbers, to see what the effect was of its decision to embrace renewable technology and actively shut down their nuclear power plants. The numbers, I think, tell a pretty clear story.

First, some history. Germany has long had an environmentalist anti-nuclear bent, going back to the 1980s. In 2000 the coalition Green Party and Democratic decided to phase out nuclear power in Germany by 2022, making it an even higher priority than phasing out fossil fuels. This policy was reversed by the Christian Democratic Union, extending the timeline until 2034. After the Fukushima accident, however, public opinion shifted and the 2022 timeline was reinstated. This was delayed by a year because of the Russian invasion of Ukraine, but now the last German nuclear power plants have been shuttered. At the same time, Germany invested heavily in wind and solar.

What did this mean for Germany’s energy production and carbon footprint? Did it makes sense to phase out nuclear while building lots of wind and solar? I would argue an emphatic, no. It demonstrates, quite nicely, (I know, I need to be careful of confirmation bias, but hear me out) what I have been saying for years. For now the choice is not really between nuclear and renewables, but nuclear and fossil fuel. A Washington Post article summarizes the relevant numbers. In 2010 Germany’s energy mix was 60% fossil fuel, 23% nuclear, and 17% renewables. In 2022 (before the final shutdowns) it was 51%, 6%, 43% respectively. If in 2000 Germany had decided to prioritize shutting down coal-fired plants and other fossil fuel sources and just kept their existing nuclear power plants open for as long as possible, their mix today would be 32% fossil fuel, 24% nuclear, and 43% renewable.

Either way, they would have 43% renewable. They were building it as fast as they could. The only difference is that today (now that the last nuclear plants have closed) we have something like 57% fossil fuel instead of 32%. It really was the choice between nuclear and fossil fuel. As a result of this policy Germany, despite investing heavily in renewables, has one of the dirtiest energy mixes in Europe, only behind Poland and the Czech Republic. Germany produces 385 gCO2 / kWh. Heavily nuclear France, by comparison, produces 85. This will also delay Germany’s ability to phase out coal, and it will be one of the last European countries to do so.

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Mar 07 2023

A Climate Debate Regarding Health Effects – Part IV

Published by under General Science

Part 4

This will be the final installment of this mini-debate about climate change and health effects, following a typical format of each person getting to make a statement and a response. Scott makes a lot of complaints about tone, format and fairness while simultaneously trying to shield himself from any similar criticism. I am going to ignore this aspect of his response, and also anything dealing with the media. Rather I am going to focus on logic and evidence.

First I have to point out that Scott did not refute in any way my primary criticism of his logic – the notion that if climate change is having any negative effects it should be seen in the raw data. Rather, when one factor is part of a complex set of factors we can use statistical analysis to tease out its effect, even if the net effect of all factors are not in the same direction. This is the fatal flaw in his premise and methods, and he just dismissed my criticism and doubled down on this strategy. Saying he is quoting the IPCC is not a defense, when he is simply misinterpreting what they said. They are talking about “contributions” from climate change. He doesn’t want to talk about logic, and wants to force us to accept this incorrect framing. Nope – the framing is wrong, and therefore all of his arguments are not valid.

But let’s also delve into the specific claims. The first meaty claim is that climate models are running hot (a now long-debunked climate denying trope). Climate models are used for various things, including estimating climate sensitivity (the amount of warming that would result from a doubling of pre-industrial atmospheric CO2 levels). There are other ways to estimate climate sensitivity, including using historical data. Estimates have become increasingly precise, and now the consensus of evidence is that sensitivity is between 1.5 and 4.5C. The “hot model problem” that Scott is referring to is that the latest evaluation of climate models from CMIP6 shows that 10 of the 55 models looked at estimated sensitivity at >4.5 C (up to 5.6 C), i.e. “running hot”. The other 45 models are fine, and agree with historical data.

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Mar 06 2023

A Climate Debate Regarding Health Effects – Part III

Published by under General Science

Part 3

Hi Steve, and thank you for your timely response, and for even considering hosting this debate. There has been, and continues to be a “blackout” on almost all discussion regarding the science behind climate change. If “The science” is truly “settled”, it is a pretty shaky settlement! Why the blackout then?

I appreciate that you have pointed out some of my quirks that I use in constructing and argument. After all, this is a debate, and of course we come at it with different viewpoints and narratives, which makes debates all the more profoundly important to have. I think we would all agree that listening to other viewpoints other than our own, although may be uncomfortable, nonetheless helps us become more intelligent, enlightened, and wise.

While I do appreciate the pointing out of my biases (which we all have), there was very little substantive rebutting of the information I provided. I did use exact verbiage from the latest IPCC report, so nobody could accuse me of making a strawman argument. If you think I’m setting up a bunch of strawman arguments, I invite you to reach out to the authors of IPCC chapter 11: Human Health: Impacts, Adaptation, and Co-benefits and ask them why they are setting up these supposed confounded strawman arguments for me. If I can’t quote IPCC, the most trusted source of climate change information, then who can anyone trust regarding climate change information? The words I used to base my argument upon are their words, not mine. 

You state: “So Scott’s method is fatally flawed – you cannot just look at raw incidence numbers and declare there is no effect from climate change…But Scott dismisses all of this as “modeling”, which he rejects out of hand, explicitly favoring raw data, which is profoundly naive. He also dismissed data on the risks increased by climate change, again favoring raw data that mixes in many confounding variables.”

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Feb 28 2023

A Climate Debate Regarding Health Effects – Part II

Yesterday’s post was the first in an exchange about the effects of climate change on public health. Today’s post is my response.

Part II

Climate change is a critically important topic for society today, and it’s important that the public have a working knowledge of the facts, causes, effects, and potential interventions regarding climate change, so I am always happy to discuss the topic. Unfortunately, it’s a very complex topic that has been highly politicized and polarized. The science often becomes wrapped up in ideology – the best indication of this is that one’s political affiliation is the strongest predictor of the public’s opinions regarding climate change. The media, as they do in general, is happy to sensationalize the topic and often does not provide good context or background. Scientists have gotten better communicating about climate change, but not enough to override political affiliation.

My sense is the core issue is that the complexity of climate change allows everyone to cherry pick those details that fit their narrative. You can find examples to support whatever narrative you want to believe. You don’t even have to be factually incorrect (although many people certainly are), you just have to be selective in your details and interpretation. Climate change is a Rorschach test of subjective validation and confirmation bias.

I say this all because I think Scott’s narrative comes through very clearly. He contacted me asking fervently for a debate on this specific topic, the health effects of climate change. I thought this was a little odd since I have never written or expressed an opinion about this topic before. It seems he assumed what my position was based on other things I have written about climate change – that I think it’s real, it is primarily being caused by humans, and the effects are likely to be bad for the environment and human civilization. This brings up another aspect of the climate change debate, that people generally take sides and think that everyone fits relatively cleanly into the “for or against” side. Once someone thinks they have detected what side you are on, they then ascribe the entire package of views to you.

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Jan 26 2023

Which Conspiracies Spread Most

Published by under Conspiracy Theories

Grand conspiracy theories are a curious thing. What would lead someone to readily believe that the world is secretly run by evil supervillains? Belief in conspiracies correlates with feelings of helplessness, which suggests that some people would rather believe that an evil villain is secretly in control than the more prosaic reality that no one is in control and we live in a complex and chaotic universe.

The COVID-19 pandemic provided a natural experiment to see how conspiracy belief reacted and spread. A recent study examines this phenomenon by tracking tweets and other social media posts relating to COVID conspiracy theories. Their primary method was to identify specific content type within the tweets and correlate that with how quickly and how far those tweets were shared across the network.

The researchers identified nine features of COVID-related conspiracy tweets: malicious purposes, secretive action, statement of belief, attempt at authentication (such as linking to a source), directive (asking the reader to take action), rhetorical question, who are the conspirators, methods of secrecy, and conditions under which the conspiracy theory is proposed (I got COVID from that 5G tower near my home). They also propose a breakdown of different types of conspiracies: conspiracy sub-narrative, issue specific, villain-based, and mega-conspiracy.

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Jan 23 2023

Less vs Fewer

Published by under Culture and Society

After publishing thousands of blog posts I have found that sometimes the most trivial topics garner the most debate, both in amount and intensity. I wouldn’t call it a rule, just a casual observation, likely rife with confirmation bias. But at the very least I am surprised sometimes by how vehemently people will argue about points that are ultimately subjective and of little importance.

Grammatical and semantic arguments tend to fall into that category. My speculation is that this is partly due to the fact that people’s brains literally get wired from exposure to language so that words and phrases just sound right or sound wrong. When someone else says or writes something that just feels wrong it can be extremely irritating. This feeling, in turn, leads us to act as if certain ways of saying things are inherently correct or incorrect, or at least “proper”. As might be expected, the internet is fertile ground for people to vent their grammatical peeves. This has also lead to a backlash against the “grammar nazis”, often in the context that whatever their linguistic peeve, it is not actually “correct” by any objective criteria.

I find this topic fascinating, primarily because it challenges the logic and reasoning we use to determine which linguistic forms are “proper and correct”. Language is endlessly complex and fascinating. It is an organic evolving thing, and we have a history of how it has changed over thousands of years.

The latest example I encountered of the “grammar wars” is the question of when it is proper to use “less” vs “fewer”. It came up because on the latest SGU episode Jay said “less hours of sleep” and I corrected him to say “fewer hours of sleep”. I did this mainly for the entertainment value, but I think the point is valid. My correction sparked some e-mail backlash, often pointing to references arguing that “less” is just fine in such usage. However I found some of the arguments used to be unsatisfying, and even hypocritical. Here is a quick overview of the discussion.

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