REF-500 · Subjective Recovery Assessment Tools — composite evidence
The instruments behind every wellness prompt and every internal-load number
What each one is, who defined it, and what its own paper actually showed: Foster's session RPE tracked an HR-based load score consistently across cycling and basketball, Hooper's well-being ratings predicted staleness and taper gains in elite swimmers, and every scale here is read as a within-athlete trend, not as a number
Practical Application
Not from these papers; the base's own practice: the minimum viable stack is two things: a session RPE after every session and a short wellness score every morning. Foster's session-RPE method (rate the whole session's effort, multiply by duration in minutes) gave load scores that tracked an objective heart-rate-based method consistently across steady, interval and basketball sessions, with nearly overlapping regressions in different subject groups (Foster 2001, PMID 11708692); Hooper's daily well-being ratings in 14 elite swimmers predicted staleness scores (76% of variance) and the race-time improvement after tapering (72% of variance) (Hooper 1995, PMID 7898325).
Read every scale within the athlete, against their own baseline, and act on a shift over days rather than on one day's dip. Not from this paper; the base's own practice — the direction is what the ASRM guidance (Saw 2017) argues for; the specific trigger (a rolling 3-day shift, or two items dropping together) is the base's convention.
Prefer the short instrument. Not from this paper; the base's own practice: item-heavy inventories (RESTQ-Sport, POMS) belong at block boundaries; a handful of daily items plus session RPE is what athletes will actually keep filling in.Compliance data: in 131 athletes over 16 weeks, only 70 attempted a new self-report measure, and compliance was 84 ± 21% when a coach or programme supported it vs 28 ± 40% (self-directed individual) and 8 ± 18% (self-directed team) (Saw 2015, PMID 26664269).
Expect under-reporting and design around it — normalise honest answers and read trend rather than level. "Always 5's" is a known failure mode, not a healthy athlete.
"Feels recovered" is not "tissues recovered" (REF-322) — especially after eccentric or heavy strength work.
What this entry is
A catalogue of the papers that DEFINE each subjective instrument: what the scale is, who validated it, on what population, against what criterion. The base referenced sRPE, DALDA, POMS, Hooper-style wellness scales and TQR in many places (REF-367 Halson 2014, REF-368 Saw 2016) without holding the papers that define them; this entry is where those live.
The instruments in one table
| Instrument | Scale & cadence | What its own paper showed |
|---|---|---|
| Session RPE (Foster 1998/2001) | one effort rating for the whole session × duration in min = load (AU) | Load tracked an HR-based method consistently in cycling and basketball; absolute sRPE scores were higher than the HR scores; regressions nearly overlapping across subject groups (PMID 11708692). Load, monotony and strain from this method related to illness in 25 athletes (PMID 9662690) |
| Hooper well-being ratings (Hooper 1995) | daily log ratings of well-being (item list from full text; not checked against the abstract) | 14 elite swimmers, 6-month season; ratings predicted staleness (76% of variance) and taper race improvement (72%) (PMID 7898325) |
| McLean wellness (McLean 2010) | short daily perceptual items: fatigue, well-being, muscle soreness | 12 professional rugby league players: perceptual items and CMJ both fell for 48 h after a match and recovered within 4 d; salivary testosterone and cortisol did not change (PMID 20861526) |
| PRS (Laurent 2011) | single perceived-recovery rating before the session | 16 volunteers, repeated sprint bouts 24-72 h apart: PRS correlated with the change in sprint performance (r = −0.63) while RPE, HR, lactate and session RPE did not differ between trials (PMID 20581704) |
| TQR (Kenttä & Hassmén 1998) | recovery rating structured around the RPE scale | Conceptual model: matches the recovery process against the training process; failing to recover within 72 h = overreached (PMID 9739537) |
| RESTQ-Sport (Kellmann & Kallus 2001; Kellmann 2010) | multi-item recovery-stress inventory | Presented as the monitoring instrument for elite athletes' perceived recovery-stress state (PMID 20840567); item counts from full text below |
| POMS / DALDA | mood-state inventory / life-demands checklist | Reflect functional overreaching in endurance athletes per REF-207, which also found POMS cannot separate FOR from acute fatigue |
Tier A — foundational, widely used
1. Foster 1998 / Foster et al 2001 — session RPE (sRPE)
*Foster C, 1998. Monitoring training in athletes with reference to overtraining syndrome. Med Sci Sports Exerc 30(7):1164-1168.* (PMID 9662690)
*Foster C, Florhaug JA, Franklin J, Gottschall L, Hrovatin LA, Parker S, Doleshal P, Dodge C, 2001. A new approach to monitoring exercise training. J Strength Cond Res 15(1):109-115.* (PMID 11708692)
Method: the athlete rates the effort of the whole session; rating × duration in minutes = training load in arbitrary units. The rating is on Borg's CR-10 (0-10) and is taken about 30 min after the session (full text; not checked against the abstract).
2001 abstract: in steady-state and interval cycling and in basketball practice, the sRPE load and an HR-based load were consistently related; the absolute sRPE score was significantly greater; regressions from the two subject groups nearly overlapped; the authors conclude sRPE is a valid, mode- and intensity-independent way to quantify training. No correlation coefficients are given in the abstract.
1998 abstract: 25 experienced athletes; load (rolling 6-wk average), monotony (daily mean / SD) and strain (load × monotony) from sRPE; a high share of illnesses fell when an athlete exceeded individual thresholds, mostly of strain.
The most widely used internal-load metric; underlies ACWR-type calculations (REF-365) and weekly load summaries.
2. Hooper et al 1995 — well-being ratings (the "Hooper Index")
*Hooper SL, Mackinnon LT, Howard A, Gordon RD, Bachmann AW, 1995. Markers for monitoring overtraining and recovery. Med Sci Sports Exerc 27(1):106-112.* (PMID 7898325)
14 elite male and female swimmers, 6-month season, tested early, mid and late season and around major competition; daily logs of training and subjective well-being. Three swimmers were classified stale.
A battery of well-being ratings predicted staleness scores (76% of variance); late-season stress ratings plus resting plasma catecholamines, 85%; during tapering, well-being ratings predicted the improvement in race times (72%).
Scoring as a 5-item, 1-7 questionnaire (sleep, fatigue, soreness, stress, mood) is the later "Hooper Index" convention (full text; not checked against the abstract).
3. McLean et al 2010 — short wellness questionnaire
*McLean BD, Coutts AJ, Kelly V, McGuigan MR, Cormack SJ, 2010. Neuromuscular, endocrine, and perceptual fatigue responses during different length between-match microcycles in professional rugby league players. Int J Sports Physiol Perform 5(3):367-383.* (PMID 20861526)
12 professional rugby league players across 5, 7 and 9-day between-match microcycles; training monitored by session RPE.
CMJ flight time and relative power, perceived fatigue, well-being and soreness were all reduced in the 48 h after a match and most CMJ variables were near baseline by 4 d; salivary testosterone and cortisol did not change.
The 5-item, 1-5 format (fatigue, sleep quality, soreness, stress, mood) is from the full text; not checked against the abstract.
4. Kenttä & Hassmén 1998 — Total Quality Recovery (TQR)
*Kenttä G, Hassmén P, 1998. Overtraining and recovery: a conceptual model. Sports Med 26(1):1-16.* (PMID 9739537)
Conceptual model of overtraining and recovery; the TQR scale is structured around the RPE scale so recovery can be matched against training (TQR vs RPE); psychological testing may show early-warning signs before physiological markers; an athlete not recovered within 72 h is presumed overreached.
The 6-20 numeric range with 13-14 as "reasonable" recovery and the action checklist are from the full text; not checked against the abstract.
5. Laurent et al 2011 — Perceived Recovery Status (PRS)
*Laurent CM, Green JM, Bishop PA, Sjökvist J, Schumacker RE, Richardson MT, Curtner-Smith M, 2011. A practical approach to monitoring recovery: development of a perceived recovery status scale. J Strength Cond Res 25(3):620-628.* (PMID 20581704)
16 volunteers (8 men, 8 women), 4 bouts of high-intensity intermittent sprints with 24, 48 and 72 h recovery; PRS rated before each bout.
PRS and the change in sprint performance correlated at r = −0.63, and subjects tracked positive and negative changes in total sprint time; RPE, HR, lactate and session RPE did not differ between trials, so PRS carried information the other markers did not.
The 0-10 anchors are from the full text; not checked against the abstract.
6. Kellmann & Kallus 2001 / Kellmann 2010 — RESTQ-Sport
*Kellmann M, Kallus KW, 2001. Recovery-Stress Questionnaire for Athletes: User Manual. Human Kinetics.*
*Kellmann M, 2010. Preventing overtraining in athletes in high-intensity sports and stress/recovery monitoring. Scand J Med Sci Sports 20 Suppl 2:95-102.* (PMID 20840567) — overview positioning the RESTQ-Sport as the instrument to assess elite athletes' perceived recovery-stress state.
76 items in 19 subscales, with shorter 52- and 36-item versions (full text / manual; not checked against the abstract). Long enough that it is used at block boundaries rather than daily (Not from this paper; the base's own practice).
Tier B — specific contexts
7. POMS (Profile of Mood States) + Morgan's "Iceberg Profile"
*McNair DM, Lorr M, Droppleman LF, 1971. Profile of Mood States Manual.* / *Morgan WP, Brown DR, Raglin JS, O'Connor PJ, Ellickson KA, 1987. Psychological monitoring of overtraining and staleness. Br J Sports Med 21(3):107-114.*
65-item (POMS-SF 37-item) inventory of 6 mood dimensions — tension, depression, anger, vigor, fatigue, confusion (full text; not checked against the abstract). Morgan's "iceberg": low negative-mood scores with high vigor in healthy athletes, flattening with staleness.
REF-207 (systematic review, endurance athletes): POMS reflects functional overreaching but cannot separate it from acute fatigue.
8. DALDA (Daily Analysis of Life Demands for Athletes)
*Rushall BS, 1990. A tool for measuring stress tolerance in elite athletes. J Appl Sport Psychol 2(1):51-66.*
Two parts — sources of stress and symptoms of stress — each item rated "worse than normal / normal / better than normal" (full text; not checked against the abstract). Captures non-training stressors that training-only tools miss.
9. Saw, Kellmann, Main, Gastin 2017 — ASRM framework
*Saw AE, Kellmann M, Main LC, Gastin PB, 2017. Athlete self-report measures in research and practice: considerations for the discerning reader and fastidious practitioner. Int J Sports Physiol Perform 12(Suppl 2):S2-127–S2-135.* (PMID 27834546)
Commentary: reviews existing empirical ASRM and the psychometric properties needed for research and practice, and gives explicit guidelines for selecting, implementing and reporting an ASRM. Companion to REF-368.
10. Saw, Main, Gastin 2015 — implementation
*Saw AE, Main LC, Gastin PB, 2015. Monitoring athletes through self-report: factors influencing implementation. J Sports Sci Med 14(1):137-146.* — barriers to uptake (compliance, buy-in, social-desirability) and mitigation.
Same group, same year (PMID 26664269): 131 athletes, 16 weeks; 70 attempted the measure; compliance 84 ± 21% with coach/programme support vs 28 ± 40% (self-directed individual) and 8 ± 18% (self-directed team). Minimal burden and desired content were the athletes' key factors.
11. Govus et al 2018 — wellness vs load in college football
*Govus AD, Coutts A, Duffield R, Murray A, Fullagar H, 2018. Relationship between pretraining subjective wellness measures, player load, and rating-of-perceived-exertion training load in American college football players. Int J Sports Physiol Perform 13(1):95-101.* (PMID 28488913)
5-point Likert wellness items (sleep quality, soreness, energy, wellness Z score) before 3 sessions per week over 8 weeks. A 1-unit better wellness Z score or energy went with trivial +2.3% and +2.6% player load; 1 unit less soreness with a trivial −4.4% sRPE load. Pretraining wellness carries some information about capacity to train, but the effects were trivial.
Synthesis
Not from this paper; the base's own practice: session RPE × duration after every session; a short morning wellness set (a few items, 1-5) or a single PRS-style recovery item; a longer inventory (RESTQ-Sport or POMS) only at block boundaries; DALDA during high-risk blocks when life stress is the concern.
Limitations of the field
The constituent validations are small (Hooper 14 swimmers, McLean 12 players, Laurent 16 volunteers, Foster 1998 25 athletes) and mostly in team sport or swimming; endurance-cycling-specific validation is thin
Foster's sRPE timing (about 30 min post-session) is a full-text convention; whether earlier ratings are equivalent is not established in this base (full text; not checked against the abstract)
All scales are open to social-desirability bias in non-anonymous settings; cultural/linguistic translation affects validity
Adolescent and older athletes are under-represented
Composite vs item-level scoring is handled inconsistently across papers
How this entry was checked and changed
Why this level
regraded 2026-09-27 from A: composite entry without a DOI; each instrument is traced to a named paper, but the pooled "validation" claims the entry used to make are not from any one abstract
Content correction 2026-09-27
"sRPE validated at r 0.75-0.90 against TRIMP, lactate, %VO2max, %HRmax" -> deleted; the Foster 2001 abstract reports a consistent relationship with an HR-based method and no coefficients.
"Hooper detected pre-overtraining shifts weeks before performance decline" -> the abstract: well-being ratings predicted staleness scores (76% of variance) and taper improvement (72%) in 14 elite swimmers.
"McLean validated against endocrine (T:C) markers" -> salivary testosterone and cortisol did not change in that study; perceptual items tracked CMJ.
"Govus 2017 compared McLean vs Hooper vs POMS-SF; complexity added no predictive value" -> deleted; the Govus abstract reports trivial associations between 5-point wellness items and load and contains no instrument comparison. "Prefer the short instrument" is now labelled as the base's own practice, with Saw 2015 compliance data.
Item counts and scale ranges (Hooper 1-7, McLean 1-5, TQR 6-20, PRS 0-10, RESTQ 76/19, POMS 65/37) labelled "full text; not checked against the abstract"; time-cost table, "30+ years", "dozens of validation studies", duplicate "Common mistakes" section -> deleted. Level A -> C+ (composite); Sport -> general.
Cross-reference descriptions checked against the cited entries' current content; wrong years, wrong entries and claims the cited entry does not make were corrected.
Resync 2026-09-28: Lead 'minimum viable stack' house practice was unlabelled -> labelled; the instrument evidence after it is unchanged.