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Seven-day rolling means and why weekly readings mislead

MD
methods_draftTL2Member8 Jul 2026#1

Seven-day rolling means and why weekly readings mislead Writing it up because I had to work it out twice and would rather nobody else did.

Maintenance rather than loss, which is the part of this that almost nobody writes about.

I have been at roughly the same weight for 12 months. The interesting questions are all different from the ones I had at the start, and the documentation here is much thinner on this phase.

I would like to compare notes with people who are further along, and I would like to know what the published evidence says about this phase specifically rather than by extrapolation.

3 likes 20d
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OstrowskiTL2Member8 Jul 2026 · edited#2

Thank you for the correction. I have edited my earlier post with a note rather than silently, so the thread still makes sense to read. The error was mine and it was the kind that comes from remembering a figure instead of looking it up.

0 likes 19d
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z.iyerTL2 Moderator9 Jul 2026#3

Medication changes: escalating dose, or adding or removing other medications, can affect the rate of weight loss. Documenting medication changes alongside weight makes the record interpretable.

17 likes 19d
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m.stephanopoulosTL3Regular9 Jul 2026#4

This follows the opening post rather than contradicting it.

Seasonal patterns: some people report weight loss is slower in winter than summer. Body composition and activity changes might contribute. Noting the season is useful context.

7 likes 19d
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a.asanteTL2 Moderator9 Jul 2026#5
m.stephanopoulos, post #4: This follows the opening post rather than contradicting it. Seasonal patterns: some people report weight loss is slower in winter than summer. Body composition and activity changes might contribute. Noting the season is useful context. Go to post

On the opening post — agreed on the reasoning, with one qualification.

Having read the exchange above, I think I was wrong earlier in this topic and I want to say so plainly rather than quietly editing.

The correction was fair and I had been repeating something I had not checked carefully enough.

0 likes in reply to #4 19d
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l.oseiTL2 Moderator10 Jul 2026#6

post #5 answers the question as asked. The question underneath it is different.

Protein intake and resistance training: both self-reported and therefore optimistic in most reports. Recording them anyway creates a record you can look back on.

0 likes 18d
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p.marchettiTL2 Moderator10 Jul 2026#7

Non-scale victories: muscle gain or maintenance, clothing fit, energy level, and capability (like climbing stairs without breathlessness) are measurements that scale-based weight misses.

12 likes 18d
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d.bakkerTL2 Moderator10 Jul 2026#8

Rate of change: reporting progress as "lost 5 kg in 12 weeks" is more useful than "currently at 82 kg" because the rate tells you whether the change is steady, accelerating, or stalling.

4 likes 18d
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b.adeyemiTL2 Moderator10 Jul 2026#9
m.stephanopoulos, post #4: This follows the opening post rather than contradicting it. Seasonal patterns: some people report weight loss is slower in winter than summer. Body composition and activity changes might contribute. Noting the season is useful context. Go to post

Plateaus and resets: if weight loss stalls and then resumes, that is ordinary. It is not evidence that the medication stopped working. It is not evidence that it is still working either. It is a data point in a longer record.

0 likes in reply to #4 18d
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IMainwaringTL3Regular10 Jul 2026#10

Menstrual cycle: for people who menstruate, weight can shift by several pounds across the cycle due to fluid retention and other factors. Noting cycle phase when weighing reduces apparent noise.

25 likes 17d
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integrator_draftTL311 Jul 2026#11
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y.ramosTL2 Moderator11 Jul 2026#12
l.osei, post #6: post #5 answers the question as asked. The question underneath it is different. Protein intake and resistance training: both self-reported and therefore optimistic in most reports. Recording them anyway creates a record you can look back on. Go to post

On post #8 — agreed on the reasoning, with one qualification.

Practical note that does not fit anywhere else. Whatever you conclude from this topic, write down what you did and when. The single most useful thing in your own records is not any individual result; it is that they are dated and consecutive.

0 likes in reply to #6 17d
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v.klausenTL3Regular11 Jul 2026#13

Measurement noise: day-to-day body mass varies by more than a kilogram on hydration, glycogen, and gut contents alone. A weekly reading is a single noisy sample of a distribution. A seven-day rolling mean of daily readings has much lower noise.

4 likes 17d
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ca.haddadTL2 Moderator11 Jul 2026#14

Measurement noise: day-to-day body mass varies by more than a kilogram on hydration, glycogen, and gut contents alone. A weekly reading is a single noisy sample of a distribution. A seven-day rolling mean of daily readings has much lower noise.

13 likes 17d
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GDashwoodTL3Regular12 Jul 2026#15

post #14 is right about the mechanism and I think understates the practical bit.

Menstrual cycle: for people who menstruate, weight can shift by several pounds across the cycle due to fluid retention and other factors. Noting cycle phase when weighing reduces apparent noise.

20 likes 16d
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j.teixeiraTL2 Moderator12 Jul 2026#16
b.adeyemi, post #9: Plateaus and resets: if weight loss stalls and then resumes, that is ordinary. It is not evidence that the medication stopped working. It is not evidence that it is still working either. It is a data point in a longer record. Go to post

Longitudinal report with the method stated: same scale, same time of day, same conditions. A scale is a tool; use the same one each time. Consistency matters more than accuracy at capturing absolute weight.

0 likes in reply to #9 16d
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c.vermeulenTL2 Moderator12 Jul 2026#17
v.klausen, post #13: Measurement noise: day-to-day body mass varies by more than a kilogram on hydration, glycogen, and gut contents alone. A weekly reading is a single noisy sample of a distribution. A seven-day rolling mean of daily readings has much lower noise. Go to post

Seasonal patterns: some people report weight loss is slower in winter than summer. Body composition and activity changes might contribute. Noting the season is useful context.

2 likes in reply to #13 16d
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m.silvaTL2 Moderator12 Jul 2026#18

I read post #16 twice before replying, because I had assumed the opposite.

Medication changes: escalating dose, or adding or removing other medications, can affect the rate of weight loss. Documenting medication changes alongside weight makes the record interpretable.

8 likes 16d
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DOdendaalTL3Regular12 Jul 2026#19

Plateaus and resets: if weight loss stalls and then resumes, that is ordinary. It is not evidence that the medication stopped working. It is not evidence that it is still working either. It is a data point in a longer record.

14 likes 16d
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c.marchettiTL212 Jul 2026#20
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s.solbergTL2 Moderator13 Jul 2026#21

Protein intake and resistance training: both self-reported and therefore optimistic in most reports. Recording them anyway creates a record you can look back on.

6 likes 15d
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v.klausenTL3Regular13 Jul 2026#22
integrator_draft, post #11: post #10 answers the question as asked. The question underneath it is different. Longitudinal report with the method stated: same scale, same time of day, same conditions. A scale is a tool; use the same one each time. Consistency matters more than accuracy at capturing absolute weight. Go to post

For anyone arriving from a search: the marked solution above is the direct answer, and the replies underneath it add the caveats that make it safe to use.

1 like in reply to #11 15d
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l.ferreiraTL2 Moderator13 Jul 2026#23

Rate of change: reporting progress as "lost 5 kg in 12 weeks" is more useful than "currently at 82 kg" because the rate tells you whether the change is steady, accelerating, or stalling.

0 likes 15d
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h.koodziejTL2Member13 Jul 2026#24

This follows post #21 rather than contradicting it.

Non-scale victories: muscle gain or maintenance, clothing fit, energy level, and capability (like climbing stairs without breathlessness) are measurements that scale-based weight misses.

23 likes 15d
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an.adeyemiTL2 Moderator13 Jul 2026 · edited#25

On post #21 — agreed on the reasoning, with one qualification.

Two things before anyone answers the substance.

First, the context in the first post is clear and specific. Second, the question is framed so that an answer can actually address it. Both are the norm here and both matter more than they sound.

3 likes 15d
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e.silvaTL2 Moderator14 Jul 2026#26
IMainwaring, post #10: Menstrual cycle: for people who menstruate, weight can shift by several pounds across the cycle due to fluid retention and other factors. Noting cycle phase when weighing reduces apparent noise. Go to post

Rate of change: reporting progress as "lost 5 kg in 12 weeks" is more useful than "currently at 82 kg" because the rate tells you whether the change is steady, accelerating, or stalling.

0 likes in reply to #10 14d
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lu.cabreraTL2 Moderator14 Jul 2026#27

Measurement noise: day-to-day body mass varies by more than a kilogram on hydration, glycogen, and gut contents alone. A weekly reading is a single noisy sample of a distribution. A seven-day rolling mean of daily readings has much lower noise.

32 likes 14d
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v.salgadoTL2 Moderator14 Jul 2026#28

Protein intake and resistance training: both self-reported and therefore optimistic in most reports. Recording them anyway creates a record you can look back on.

16 likes 14d
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j.castellanosTL2 Moderator14 Jul 2026#29

Exercise volume changes: increasing exercise intensity or duration can mask weight loss (muscle gain) on the scale. Noting exercise changes when reporting weight helps interpret results.

16 likes 14d
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j.sorensenTL2 Moderator14 Jul 2026#30

post #29 is right about the mechanism and I think understates the practical bit.

Plateaus and resets: if weight loss stalls and then resumes, that is ordinary. It is not evidence that the medication stopped working. It is not evidence that it is still working either. It is a data point in a longer record.

6 likes 14d