vanity metrics #qs: stop to measure the wrong things
DESCRIPTION
Why I think the term "vanity metrics" applies to a lot of quantified self measurements we take. What I actually measure instead to determine my health.TRANSCRIPT
VANITY METRICS
Stop to measure the wrong things
What you will learn in the next 15 min
Vanity metrics ≠ Actionable metrics
What I actually measure, and why
How you can implement some of my findings
Vanity Metrics “They might make you feel good, but they don’t offer clear guidance for what to do”
Eric Ries
Lean Startup –
Eric Ries Startup Bible of silicon
valley
Example
vanity metric actionable metric
website “Hits”
How many people have
visited my website?
What do I learn?
A/B split test
group A
group B: 20% more
revenue
Go with design B =>
more revenue
What has this got to
do with #QS?
We are measuring the wrong
things
Medicine: Surrogate Markers
In clinical trials, a surrogate endpoint (or
marker) is a measure of effect of a specific
treatment that may correlate with a real
clinical endpoint but does not necessarily
have a guaranteed relationship
Measuring the wrong things
vanity actionable
weight / BMI
calories
blood value
“Total Cholesterol”
body-fat%
waist-to-height ratio
nutrient density
new formula &
meaningful ratios
Vanity Metric: Weight
2005-2009
I went from 70+ to 80+ kg
Height: 181cm -> stayed the same
(155 lbs to 180lbs, Height: 5 ft 11in)
Low Fat + Low Calorie
What I would, in hindsight, call an
Eating Disorder
2009 – 2012
Depression / Anxiety attacks
Muscle loss
Bad health
March 2011
From 80+ (180lbs in
2009)
I went to 60 kg (135lbs)
Depression
No energy
constantly sick
Weight graph: less is not good
Weight & BMI
Statistical value to
compare weight for
different heights
Doesn„t measure
„dangerous“ body fat
Graphic from the book ”Escape the Diet Trap” – Dr. John Briffa MD
Alternative: Waist to Height Ratio
WHtR
Waist: 73 cm /
Height 181cm
0,4
< 40yr: 0,5 or less
> 40yr: between 0,5 and 0,6
The Predictive Value of Different Measures of Obesity for Incident
Cardiovascular Events and Mortality
Harald J. Schneider, et al.
DOI: http://dx.doi.org/10.1210/jc.2009-1584
Published Online: July 02, 2013
Vanity Metric: Calories
A calorie is not a calorie
Different foods go through different biochemical pathways, some of which are inefficient and cause energy (calories) to be lost as heat.
Even more important is the fact that different foods and macronutrients have a major effect on the hormones and brain centers that control hunger and eating behavior.
The foods we eat can have a huge impact on the biological processes that govern when, what and how much we eat
Which is healthier?
37%
48%
15%
Carb
Fat
Protein
41%
47%
12%
Carb
Fat
Protein
932 kcal 930 kcal
How about now?
37%
48%
15%
Carb
Fat
Protein
41%
47%
12%
Carb
Fat
Protein
Q: But aren‟t eggs unhealthy?
A: No, they are actually extremely
healthy
Vanity Metric: blood cholesterol
Cholesterol
Changing your diet (~ ¼ of cholesterol)
will not have a huge influence on your
cholesterol
Eating eggs is healthy
Rong Y, et al. Egg consumption and risk of coronary heart disease and stroke: dose-response meta-analysis of
prospective cohort studies. British Medical Journal, 2013.
Fernandez ML. Dietary cholesterol provided by eggs and plasma lipoproteins in healthy populations. Current
Opinion in Clinical Nutrition & Metabolic Care, 2006.
Blesso CN, et al. Whole egg consumption improves lipoprotein profiles and insulin sensitivity to a greater extent
than yolk-free egg substitute in individuals with metabolic syndrome. Metabolism, 2013.
Cholesterol
Essential structural
component of cell
membranes
Precursor for
biosynthesis of
Steroid hormones
Bile acid
Vitamin D
Cholesterol
Typical body production (Male, 68kg) =
1000mg
Typical dietary intake = 300mg (23%)
How did we get in this cholesterol
mess?
How did we get here [Video]
https://www.youtube.com/watch?v=v8WA5wcaHp4
on Slideshare: see next slide
My current diet: LCHF
70% fat – 20% protein – 10% carbs
More usage of fat as energy source
(ketones)
Body prefers saturated fats => uses them
as preferred fuel (= they are gone quicker)
LDL (“bad cholesterol”) is mostly good
LDL Cholesterol
„Bad Cholesterol (Transporter)“ LDL can be:
Large fluffy particles “good”
Small dense particles “bad”
Boris Romac
Lindsay
Large fluffy
Small dense
My lipid profile
TC 273 | HDL 69 | LDL 192 | TG 62
This is what my doctor sees
Total cholesterol 273
(goal < 200)
LDL cholesterol (calculated) 192
(goal < 160)
This is what my doctor sees
Total cholesterol 273
(goal < 200)
LDL cholesterol (calculated) 192
(goal < 160)
LDL calculated Friedewald (1972)
LDL = TC – HDL – (TG / 5)
New Formulas (if your TG < 100 mg/dl)
Ahmadi (2008) http://www.ncbi.nlm.nih.gov/pubmed/18426324
LDL (mg/dl) = TC/1.19 + TG/1.9 – HDL/1.1 – 38
de Cordova (2013) http://www.ncbi.nlm.nih.gov/pubmed/23108766
LDL = 3/4 (TC - HDL)
My LDL Math (<160) TC 273 | HDL 69 | LDL 192 | TG 62
Friedewald
192 mg/dl
Ahmadi
161 mg/dl
Cordova
153 mg/dl
My LDL Math (<160) TC 273 | HDL 69 | LDL 157 | TG 62
Friedewald
192 mg/dl
Ahmadi
161 mg/dl
Cordova
153 mg/dl
Heartscore.org
Low Risk: TG / HDL < 2.5
TC 273 | HDL 69 | LDL 157 | TG 62
62 / 69 = 0,89
http://www.ncbi.nlm.nih.gov/pubmed/24402298
More Info?
www.leichtergesundleben.at
In German:
Conclusion (*IANAD + I do not play one on TV *)
Stop counting calories. Eat nutritious food. Go LCHF
Waist / Height
(< 40yr: 0,5 or less | > 40yr: between 0,5 and 0,6)
Calculate your own LDL with Ahmadi
LDL = TC/1.19 + TG/1.9 – HDL/1.1 – 38
Check your heartscore.org
TG / HDL (< 2,5 for men | < 3,5 for women)
Questions: @khbites [email protected]