If you are a good researcher the default question first questions are 'what might this research miss?' 'does this research potentially have a bias?' 'what other ways might the research be flawed - eg the design of the research, who and why might you miss people/views from research, has the way the research been worded coloured the outcome of the research?'
White hat bias is a known phenomen.
I remember seeing one such astonishing case of white hat bias. It was a research paper into ELCS by the WHO. The conclusion of the report detailed that they found that attempted natural birth was safer. But when a number of people looked at the methodology and results that were published as part of the same document, it transpired that the actual data showed a very marginal benefit in having an ELCS. Now this was one report and I think this is an area where there are a huge number of variables, so my point isn't about what is safer here. My point here is this study had a conclusion that said something different to the actual data because that was the official position of the WHO at the time and they clearly had an ideological bias.
There are numerous other examples. We should be mindful there is actually whole industries who use research in a way thats not necessarily transparent nor unbiased. Ben Goldacre very much highlighted the problem that research is Not God. So did Margaret McCartney.
We also have an issue with so many people not understanding things like statistics and risk. Even people who deal with it for a living or have to explain it. Because they don't actually understand the data they are sharing and what it means. This includes very intelligent people and people who work with data.
There was a link to an telegraph article over the weekend with comment from Prof Alice Stewart (data scientist) who stated that
"that when it comes to liberating public bodies from institutional capture by trans activists and highlighting the dangerous lunacy of conflating sex with gender, our doughtiest defence is data."
She said many people in a great many organisations don't understand data collection as a discipline and have been taking advice from other people who don't understand it either; the result is a mess. We need - have a responsibility -to record both sex and gender identity.
I think this is the heart of my point (and actually one, I've been commenting on since I very first started on MN in 2008/9). People don't understand data collection as a discipline and don't look at the quality of data often enough. Its automatically assumed as reliable and its rarely the case that a skeptical eye is cast over anything.
(I think this is partly why one of the current political rising trends is starting to be growing discontent in the US about medical research which started since covid - its not about covid but a wider problem within the data industry and a problem with the commercial nature of health care in the US).
It is VERY easy to fall into this trap. Even if educated and experienced. Pretending its not a huge issue, is exceptional naive and depending on your job, potentially negligent.
Its frustrating. Often its a closing ranks thing thats the biggest issue though. This is the way we believe it should be / it has always been and if we change course there are massive implications... usually financial.
Another problem is that one propaganda technique is precisely to use a position of authority to squash criticism. This is another way that language matters - word saladism closes debate automatically and creates a hierachy based on status on who is 'allowed' to comment. Its no coincidence the level of language that Trump speaks at, and how it has actively helped him. Its about participation in debate and therefore in power. Its why I always encourage looking beyond phrasing and asking WHY people are saying things and to try to look for motivations because people don't turn to conspiracy theories etc for no reason. They will pick up on certain issues because of a real world ressonance and the grains of truth which have been areas neglected by establishment - if you understand this, you start to understand certain parts of extremism and parts of conspiracy theories. NO ONE does anything for no reason. And for the most part I think humans do things because they have good intentions - its just they prioritise and value different things; keeping in mind that the key drivers are the very basics - food, shelter, water, basic security (physical and financial). They aren't into high minded ideals, concepts and ideology as a priority, these are secondary to their main concerns. To put it another way - we forget that Hitler came to power on the slogan 'Arbeit und Brot' (Work and Bread) not 'Kill the Jews' and came after a period of significant economic hardships and hyperinflation. And more generally we forget that revolutions are always connected with high levels of young men being unemployed.
Right now we have the perfect storm, thats missing lots of these points - we have data and systems to disguise and distort employment levels. We have language which shuts people out of political debates that involve them. We have a lack of public accountability. Critical thought is only the preverse of those who are qualified, rather than being a proper discipline which actually involves the whole of society.
Modern democracy has failed so many people because they have been deemed as unimportant, irrelevant or worthy of being ignored in various ways thus undermining the intergrity of democracy itself because it has nothing to offer those outside positions of authority anymore because they are no longer part of decision making or accountability or social concensus making on ANY level because they've been actively and deliberately shut out in some way. Thats the real danger of censorship and cancellation - this alienation process.
We have to remember that everyone has a point some of the time and no one is always right - and thats the central core of democracy. The right to be wrong, but still be able to be wrong because you might be right when it really counts.
Finally: but neither is the shift to "It's not healthy, but neither is the shift to "all opinions are equal". One of the problems with this has been the issue that we can no longer tell the difference between opinion and fact and we have growing issues with the integrity of facts: this is where sex as a reality sits as a problem.
We have those who champion and value 'fact' actively promoting the idea of sex as a concept rather than a fact. This undermines all other facts and data intigrity. It becomes a question of trust. And this is where we refer back to people of all levels and their observable reality being important and unignorable regardless of language. Fact only holds weight when its integrity is clear. When you have massive PR operations to surpress realities an protect reputations of those with elevated status, facts are no longer trusted sources of information (For good reason - not enough critical examination is going on from People Who Should Know Better). This creates the vacuum. The rise of opinion has filled the void of accountability - remember that journalism was about checking the accuracy of facts and as this as a discipline has collapsed because opinions are cheaper. Newspapers stopped being written by journalists - and instead are full of opinion pieces. And too often these opinions are presented as 'facts'. So now no one can trust facts, and everyone has an opinion. Its not about 'all opinions being equal'. Its about the lack of integrity of fact, the presentation of opinions as fact and the lack of accountability when facts are demostrated to be flawed. Which goes back to the start of this thread. The BBC (as an example) has got itself into a right mess with this, because on the one had it has 'fact checking' but on the other has championed gender replacing sex and continually has headlines along the lines of 'Anti-trans JKR' which frames things in a totally biased way - and still can't present a single example of where JKR isn't being within the lawful space of the protected characteristic of observable sex and its valid exemptions and is in fact demonstrably 'anti-trans'. These blurred boundaries are hugely problemtic for an institution thats credibly is based on its reputation for 'seeking the truth and representing facts accurately in line with true ethical and unbiased journalistic principles' precisely because its fallen down an idealogical rabbit hole and suddenly thinks its about actively pushing these values. The BBC should be about reflecting and observing and shouldn't have an agenda beyond this - its guiding principle is accuracy and openness not 'progressive values' in a liberal democratic society. I do think the two concepts have been widely confused...
It comes back to this: academics (amongst others) need to get their heads out their arses and stop being arrogant pricks and learn how they are priviledged and how they are omitting huge issues and elements through their failure to be self aware and hyper self critical which the position of power they hold requires. The institutionalisation they demonstrate by failing to recognise this is effectively a form of massive corruption. You need public consensus and approval for justice and law to work, when its undermined, you lose public trust and you produce civil discontent and unrest. Ultimately though the rot had to be there to start with, for all these strains of discontent to have risen, and this is another one of those pesky 'ultimate truths' thats not going to go away all by itself. It needs to be acknowledged as a first step.
Again this is why and how 'sex is not real' logic has so many implications that go way past the subject itself.
Narrow thinking leads to narrow minds in all senses and in all quarters.
(And breathe)