#Confounding

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#Confounding Reel by @drgarthdavis (verified account) - The scale: a nemesis for some, an invaluable tool for others. Most research has shown that weighing yourself helps with weight loss, though the studie
34.9K
DR
@drgarthdavis
The scale: a nemesis for some, an invaluable tool for others. Most research has shown that weighing yourself helps with weight loss, though the studies are filled with confounding bias. Maybe people who weigh themselves are just more dedicated. That being said, when looking at people who have lost weight and kept it off long term, the majority weigh themselves regularly. After all, hard to know how you are doing without measuring. I tend to find measuring weight and waist circumference (and labs, and steps taken, etc) as a great way to assess how someone is doing with their lifestyle habits. You have to be fairly regimented. Weigh at same time and not everyday. Expect some fluctuation and have patience to look for long term patterns. Don’t over react to one reading and DON’T overreact in general. If weight goes up slightly ask yourself if there are explanations. Did you maybe gain muscle. Is it that time of the month and you are retaining water. Are your clothes looser or waist smaller indicating that the scale weight isn’t taking account of body composition changes. And if you feel you may be trending to higher weight, are there small changes you can make that might help. Don’t swerve the car drastically, small change subtle changes win the race. Maybe skip the snack, or lower the portion of a meal. Etc. Use the scale as a guidepost but not as the end all be all of existence. And if you have OCD and/or eating disorder know that you can easily be successful without stepping on the scale.
#Confounding Reel by @scientificsnitch (verified account) - Let's talk about confounding and interacting variables to better understand health and wellness topics on the internet using examples from social medi
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SC
@scientificsnitch
Let’s talk about confounding and interacting variables to better understand health and wellness topics on the internet using examples from social media! For those of you who are using this video for a class, continue reading the caption. Change to response (y variable, intercept on sas/r output) can indicate an interaction or confounding Change to response and predictor (where response = y or intercept, and predictor = x or slope/beta 1, 2, n estimate) indicates confounding. You always adjust for confounding and including an important interaction may reduce MSE (error) so you may want to include an interaction variable. If there is evidence of an interaction, you probably don’t need to further search for confounding with said variable. #health #fitness #science #statistics #wellness
#Confounding Reel by @latimes (verified account) - Despite a long, entrenched Democratic reign over California politics, a new poll shows two Republicans leading by slim margins in the state's 2026 rac
293.4K
LA
@latimes
Despite a long, entrenched Democratic reign over California politics, a new poll shows two Republicans leading by slim margins in the state’s 2026 race for governor as the June primary election fast approaches. The confounding results appear to be mostly due to the state’s left-leaning electorate feeling uninspired by any single candidate in the crowded field of eight top Democrats. Because of California’s top-two primary rule, that lethargy could lead to Democrats being shut out of a November election that will determine the next leader of the largest state in the union, though that is still considered unlikely. Conservative commentator Steve Hilton had the support of 17% of likely voters and Riverside County Sheriff Chad Bianco had the backing of 16%, according to a poll released Wednesday by UC Berkeley’s Institute of Governmental Studies and co-sponsored by The Times. Read our full breakdown of the poll at the link in our bio.
#Confounding Reel by @thewarningses (verified account) - Nikki Haley remaining in the presidential race is confounding.
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@thewarningses
Nikki Haley remaining in the presidential race is confounding.
#Confounding Reel by @amberlilyestrom (verified account) - TRUTH ⬇️

Most entrepreneurs have costly habits, outdated stories + patterns of thinking that are slowing their roll & their sales.

Enter: Truth Sess
5.0K
AM
@amberlilyestrom
TRUTH ⬇️ Most entrepreneurs have costly habits, outdated stories + patterns of thinking that are slowing their roll & their sales. Enter: Truth Sessions ✨🌲 A biz intensive designed for you + your wildest vision - your most confounding challenges, your next chapter of growth + the deep truths that are screaming to be seen - fully alive and out in the open. Hold my spindrift 🍹⬇️ In ONE gorgeous, intensive session, we will flip the script, rip back the veils + get right to the heartbeat of what’s real and deeply relevant for you - right now. A beautiful blend of intuitive biz strategy, process-oriented inner work, brand alchemy, story mapping + more. 🔥 TRUTH on (more) truth ⬇️✨ The business landscape is shifting, there has never been a more important time to double down on the energetics in your business (read: within you) + the REAL impact zone for your brand and calling. If you are a coach, consultant and/or biz leader - this is for you. Want to cut through the noise & create a real talk roadmap for your business that actually works? Type the word TRUTH and I’ll send you the deets to get your session scheduled
#Confounding Reel by @richiejacksongaydad (verified account) - What have I learned about grief? 

It's cunning, confounding, insidious, unpredictable, and deeply lonely. 

But the only way to make grief a manageab
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RI
@richiejacksongaydad
What have I learned about grief? It’s cunning, confounding, insidious, unpredictable, and deeply lonely. But the only way to make grief a manageable disease is if we talk about it. If you’ve lost someone and you want to talk, I’m here for you. Read more on my new Substack Newsletter. Link in bio.
#Confounding Reel by @pantsuitpolitics (verified account) - Even though it wasn't a surprising result, Donald Trump's victory in Iowa is a discouraging one. It's a bit confounding, too, if we're honest. 

Why a
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@pantsuitpolitics
Even though it wasn’t a surprising result, Donald Trump’s victory in Iowa is a discouraging one. It's a bit confounding, too, if we’re honest. Why are so many people still drawn to him? How much does Iowa matter in this process? How scared should you be? Those are all questions Sarah and Beth address on today’s show. Listen to “How Scared Should We Be That Trump One the Iowa Caucus?” wherever you get your podcasts.
#Confounding Reel by @bhashamukherjee (verified account) - 🚫 Myth-busting time!
Donald Trump recently claimed that paracetamol (acetaminophen) in pregnancy causes autism.

👉 The truth? There's no solid scien
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@bhashamukherjee
🚫 Myth-busting time! Donald Trump recently claimed that paracetamol (acetaminophen) in pregnancy causes autism. 👉 The truth? There’s no solid scientific evidence that paracetamol causes autism. 🔍 What the research really shows: • Observational studies sometimes find weak associations, but these are muddied by confounding factors (like fever, infections, or genetics). • Stronger studies and sibling comparisons show little to no link. • Major health bodies — WHO, EMA, ACOG, UKTIS & BMFMS — all agree: no proven causal link. • Paracetamol remains the recommended option for pain and fever in pregnancy. • Untreated fever can actually be harmful to both mum and baby. ✅ Bottom line: Paracetamol is considered safe in pregnancy when used as directed. Scary headlines and political soundbites shouldn’t replace science. If you’re pregnant and worried, always chat with your doctor before making changes. #ScienceNotFear #PregnancyHealth #AutismFacts #Paracetamol #Tylenol #HealthMyths #MedicalMythBusting #Neurodiversity #EvidenceBasedMedicine #ADHDDoctor #LifestyleMedicine
#Confounding Reel by @metaanalysis.academy (verified account) - Understanding confounding is crucial when evaluating observational studies. Here is an example why:

Observational studies indicated that hormonal rep
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ME
@metaanalysis.academy
Understanding confounding is crucial when evaluating observational studies. Here is an example why: Observational studies indicated that hormonal replacement therapy (HRT) was associated with a reduced incidence of myocardial infarction in women. However, a randomized controlled trial revealed that HRT could actually increase coronary events. This discrepancy arises due to confounding. In the observational studies, women who received HRT were generally healthier, had better nutrition, exercised more, had better access to healthcare, and maintained healthier lifestyles. These factors are confounding variables that can bias the results in favor of one group. Always be on the lookout for confounding when interpreting observational studies to ensure accurate conclusions. Do you know how the risk of confounding can be mitigated in observational studies? #evidencebasedmedicine #confounding #observationalstudies #research #metaanalysisacademy
#Confounding Reel by @ruthlesspod (verified account) - The consultant message for Jasmine Crockett's handlers was clear for her launch campaign - just don't talk. 

@RuthlessHolmes,  @MichaelDuncan1 and @J
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RU
@ruthlesspod
The consultant message for Jasmine Crockett’s handlers was clear for her launch campaign - just don’t talk. @RuthlessHolmes, @MichaelDuncan1 and @JohnAshbrookRuthless have a great time with this confounding video from Jazzy. New pod is streaming now on YouTube.
#Confounding Reel by @madalingiorgetta (verified account) - It is very difficult to provide a direct link to nutrients because there are so many confounding variables at play eg socioeconomic status, physical a
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MA
@madalingiorgetta
It is very difficult to provide a direct link to nutrients because there are so many confounding variables at play eg socioeconomic status, physical activity, smoking habits; recall bias is prevalent in nutritional studies, individual variability… Nutrients often interact with each other in complex ways. The combined effects of multiple nutrients or the synergistic interactions between them may contribute to health outcomes, making it challenging to attribute a specific effect to a single nutrient. Another barrier is that to test nutrients in a controlled clinical setting is often unethical (eg depriving participants of calcium). It may be unethical or impractical to assign individuals to long-term dietary interventions that could potentially lead to adverse health outcomes. SO. It’s really complicated! But. There are many studies that do suggest cows milk is linked to acne breakouts and this is definitely worth considering even if it is not definitive. As long as you’re still consuming adequate forms of calcium and other micronutrients and macronutrients from other sources, then reducing your dairy intake may be beneficial to you. You can always give it a try and see how you go. Just because clinically there is no definitive evidence directly linking acne to dairy, it doesn’t mean we should disregard anecdotal evidence or lived experience. I believe both have their place in health recommendations (if there is no harm to the individual). So. What does a typical day look like? The Australian Guide to Healthy Eating recommends 2.5 serves (for women aged 19-50) per day of dairy. When I say ‘dairy’ I mean: milk, yoghurt, cheese and/or alternatives which are mostly reduced fat and alternative milk products including goats, sheep, soy, almonds and various cereals including oats and rice. What are your thoughts around dairy and acne?

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