Combined Statistics

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Overview

The study at a glance

These opening numbers summarize participation in the study. They give a quick sense of how often participants checked in, how much they logged, and how much data was contributed overall.

Each section below focuses on one part of the story at a time.

Context

How the study looked overall

These visuals step back from individual totals and show the broader study context. First you can see the average group differences, then the related participation patterns that shaped the study dataset.

G1 vs G2 — Average metrics
Idle.

Research

G1 vs G2 chart always shows both groups · others follow group filter
EXP vs CON Delta Load Volume (Baseline = Week 1)
Computing weekly delta load-volume comparison…
RAI Analysis (Pre vs Post)
Computing RAI summary…
Checking NULL values…
Group Pre mean ± SD n ΔMid ΔMid mean ± SD n ΔPost ΔPost mean ± SD
6-Week EXP vs CON Study Dashboard
Interpretation-first view. Effect patterns are shown with p-values.
Key Findings
RAI Pre/Post (No Differential Change)
AnalysisRM ANOVA
OutcomeRAI PRE-POST
TargetGroup × Time
Group p0.575
Time p0.182
Interaction p0.821
NoteMid shown visually only
Totals: EXP vs CON
Days Logged (feedback days; significant group × week interaction)
AnalysisWelch / MWU
OutcomeFeedback days total
EXP mean10.44
CON mean4.71
EXP SD4.19
CON SD1.11
Welch p0.003
MWU p0.022
Sets Logged
AnalysisWelch / MWU
OutcomeSets total
EXP mean127.44
CON mean72.57
EXP SD66.39
CON SD52.84
Welch p0.087
MWU p0.153
DOMS Logged (significant total group difference)
AnalysisWelch / MWU
OutcomeDOMS total
EXP mean9.67
CON mean3.43
EXP SD4.77
CON SD3.15
Welch p0.007
MWU p0.015
Weekly Trajectories (Weeks 1-6)
Days Logged (significant group × week interaction)
AnalysisMixed model
OutcomeFeedback days by week
TargetGroup × Week
Group p0.004
Week p< .001
Interaction p0.018
Sets Logged (significant group × week interaction)
AnalysisMixed model
OutcomeSets by week
TargetGroup × Week
Group p0.096
Week p< .001
Interaction p0.031
DOMS Logged (significant week effect; interaction n.s.)
AnalysisMixed model
OutcomeDOMS by week
TargetGroup × Week
Group p0.010
Week p< .001
Interaction p0.308

Participant Statistics

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Participant Group Feedback days Total sets Feedback count Total logged DOMS Total logged pain events Latest pain_flag Latest DOMS_NRS Latest Pain_NRS Latest feedback at
Selected Participant vs Study Averages
Select a participant to compare their metrics against All, G1, and G2 averages.

Statistics & Timeline

Select a participant to view their workout timeline
Select a participant from the Statistics table or Timeline/Research views to see their workout timeline.

Category Load Volume (Weeks 1-6)

Per-participant and per-category load volume from each participant's first logged workout (local day buckets)
Group summary (mean weekly category load): G1 vs G2
Selected participant vs study averages (selected category)
Select a participant to compare their weekly category load against All, G1, and G2 means.
Selected participant category load profile (total 6-week load)
Select a participant to compare their six-week category load profile against All, G1, and G2 totals.
No category load data available for the current filter.
Waiting for data.