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For Firefox users, there is media bias / propaganda / fact check plugin.
https://addons.mozilla.org/en-US/firefox/addon/media-bias-fact-check/
- Consider including the article’s mediabiasfactcheck.com/ link
view the rest of the comments
Sure, apologies if you already know any of this.
As with other scientific fields, there are guidelines and processes in place to evaluate the structure and approach for research.
iirc you don't technically have to adhere to them, but it will certainly be a point of industry and peer criticism if you don't, sometimes leading to papers not being accepted for journals and other more esoteric consequences.
This is one of the reasons proper peer review is important.
A basic example would be picking from (or narrowing to) an appropriate subset of the population.
If you were trying to perform research with the goal of evaluating the population as a whole, running your experiment exclusively with women between the ages of 18-25 would immediately be picked up as a reason the results can't be trusted (in terms of the stated goal).
A slightly less obvious example (for certain kinds of experiments) would be sentence structure and unconscious bias through contextual information.
When wording questions and examples it is easy to introduce a bias in the tone and word choice, which can affect the outcome of the research.
A real world example of the unconscious bias aspect is hiring discrimination : https://www.kcl.ac.uk/research/the-resume-bias-how-names-and-ethnicity-influence-employment-opportunities
A simplistic summary is that there is a bias (unconscious or otherwise) against people with "ethnic" sounding names on their resume.
There is, of course, more nuance to it than that, but still.
This is much less cut and dry because sometimes the bias is the thing being studied and forms a part of the test, which is why when creating these kinds of experiments the process is carefully evaluated and revised, hopefully by multiple people.
Another one you touched upon already is context, the time of day, life events, general disposition etc.
Good test design will try to account for as much of this as possible (though it's unlikely to remove it all entirely).
That's not always strictly true, quality is also important and there are diminishing returns on quantity, the length of a questionnaire can sometimes have it's own effect on the results for instance.
It sounds like this experience was/is of great use to you. I've heard similar things about ADHD and ASD diagnoses.
Finding your tribe/place sounds great.
What i would say is that people who don't have this level of resonance with the results could well see it less favourably than you.
That isn't necessarily because they performed the test (or interpreted the result) incorrectly, it could just mean less to them.
Read your comment twice and truly I appreciate the neutral tone and detailed explanations. Certainly food for thought. I do get wary about saying I found something in this test because I'm certainly cautious when reputable sources generally shoot it down. I hate the idea that I'm falling for some sort of pseudoscience and weigh that against (a) how it tangibly helped me, and (b) whether we simply haven't found the proper way to test its efficacy properly; for I do find psychology and psychometrics in itself to be both a bit less explored and less quantitative (or deterministic?) compared to say fields more deductive and rooted in mathematics like physics. I'm not a scientist or research analyst so I must yield to those who know more for the latter.
Thanks for the conversation.
No problem. Outside perspectives are usually interesting to explore.
Perhaps a different approach might help.
[ I will caveat the following with : i am not , in any way, qualified to give any psychological advice or medical suggestions, this is not that, it's just my personal opinion. ]
Rather than try and figure out if the test itself is flawed or not, look at the outcome instead.
Based on how you described it, it wasn't the specific methodology itself that was helpful to you.
You can take whatever positives you experienced and explore them completely independently.
Does it matter that you used a potentially flawed methodology to come to a useful conclusion about yourself ?
Well and honestly that's pretty much how I do look at it. I'm just painfully aware though how easy it is to fall for something you want to be true, or to be coaxed into a false narrative. No differently than how some people are more impressionable and vulnerable at various points in their lives. So I'm trying to balance that versus trying to have an honest take on how it helped me.
Dare I say, this is pretty much the problem with religious faith in my view — coming from a formerly religious family. Many will argue that if it isn't rooted in truth but still helps you, then is it okay? That's hard for me.