Age Group | Reference | Criterion method | Duration of validation | PAQ | Variables tested | Criterion intensity thresholds | Validity results | |
---|---|---|---|---|---|---|---|---|
 |  |  |  |  |  |  | Correlation coefficients | Agreement |
Youth | Affuso (2011)[59] | Acc (ActiGraph) | 3 days | SAPAC | Sedentary mins(Q) – sedentary mins(Acc) | <100 counts/min | Pearson r (95 % CI) = 0.18 (0.07;0.28), Spearman r (95 % CI) = 0.14 (0.05;0.23) | – |
Youth | Allor (2001)[60] | Acc (Caltrac) | 2 days | PDPAR | EE(Q) – EE(Acc) | – | Pearson r = 0.76 (P < 0.01) | MD = ~100 kcal/hr (P < 0.01) |
 |  | HR | 2 days |  | EE(Q) – EE(HR) | – | Pearson r = 0.50 (P < 0.01) | MD = ~100 kcal/hr |
Youth | Corder (2009)[61] | DLW | 11 days | YPAQ | 12-13 yrs: PAEE(Q) – PAEE(DLW) | – | Spearman r = 0.09 (P = 0.67) | MD (95 % LoA) = 0.59 ± 6.3 kJ/kg/day |
 |  |  |  |  | 16-17 yrs: PAEE(Q) – PAEE(DLW) | – | Spearman r = 0.46 (P = 0.03) | MD (95 % LoA) = 0.32 ± 4.6 kJ/kg/day |
 |  | Acc (ActiGraph) | 11 days |  | 12-13 yrs: MVPA(Q) – MVPA(Acc) | ≥1952 counts/min | Spearman r = 0.42 (P = 0.04) | MD (95 % LoA) = 2.01 ± 2.25 min/week |
 |  |  |  |  | 16-17 yrs: MVPA(Q) – MVPA(Acc) | ≥1952 counts/min | Spearman r = 0.11 (P = 0.61) | MD (95 % LoA) = 1.38 ± 2.97 min/week |
 |  | DLW | 11 days | CPAQ | PAEE(Q) – PAEE(DLW) | – | Spearman r = 0.22 (P = 0.28) | MD (95 % LoA) = 0.76 ± 3.1 kJ/kg/day |
 |  | Acc (ActiGraph) | 11 days |  | MVPA(Q) – MVPA(Acc) | ≥1952 counts/min | Spearman r = 0.42 (P = 0.04) | MD (95 % LoA) = 1.63 ± 2.24 min/week |
 |  | DLW | 11 days | CHASE | Lifestyle score(Q) – PAEE(DLW) | – | Spearman r = 0.45 (P = 0.02) | – |
 |  | Acc (ActiGraph) | 11 days |  | Lifestyle score(Q) – MVPA(Acc) | ≥1952 counts/min | Spearman r = 0.12 (P = 0.57) | – |
 |  | DLW | 11 days | SWAPAQ | PAEE(Q) – PAEE(DLW) | – | Spearman r = 0.40 (P = 0.04) | MD (95 % LoA) = 0.46 ± 8.5 kJ/kg/day |
 |  | Acc (ActiGraph) | 11 days |  | MVPA(Q) – MVPA(Acc) | ≥1952 counts/min | Spearman r = 0.23 (P = 0.27) | MD (95 % LoA) = 1.03 ± 2.58 min/week |
Youth | Eisenmann (2002)[62] | Acc (Caltrac) | 1 day | GLTEQ | Total leisure activity score(Q) – counts/hr(Acc) | – | Pearson r = 0.50 | – |
Youth | Gwynn (2010)[63] | Acc (ActiGraph) | 7 days | MRPARQ | MVPA min/day(Q) – MVPA min/day(Acc) | ≥1952 counts/min | Pearson r = 0.37 (P < 0.05), ICC = 0.25 (P < 0.05) | – |
Youth | Hagströmer (2008)[56] | Acc (ActiGraph) | 7 days | IPAQ-A | Total MET-min/day(Q) – total counts/min(Acc) | – | Spearman r = 0.20 (P < 0.01) | – |
Youth | Huang (2009)[64] | Acc (ActiGraph) | 7 days | CLASS | Boys: VPA min/week(Q) – VPA min/week(Acc) | ≥6 METs | Spearman r = 0.29 | MD (95 % LoA) = 12.6 ± 47.4 min/week |
 |  |  |  |  | Girls: VPA min/week(Q) – VPA min/week(Acc) | ≥6 METs | Spearman r = 0.43 (P < 0.05) | MD (95 % LoA) = 12.6 ± 47.4 min/week |
 |  |  |  |  | Boys: MVPA min/week(Q) – MVPA min/week(Acc) | ≥3 METs | Spearman r = 0.27 | MD (95 % LoA) = −6.2 ± 95.3 min/week |
 |  |  |  |  | Girls: MVPA min/week(Q) – MVPA min/week(Acc) | ≥3 METs | Spearman r = 0.48 (P < 0.05) | MD (95 % LoA) = −6.2 ± 95.3 min/week |
 |  |  |  |  | Boys: MPA min/week(Q) – MPA min/week(Acc) | 3-5.9 METs | Spearman r = 0.33 | MD (95 % LoA) = −18.9 ± 70.4 min/week |
 |  |  |  |  | Girls: MPA min/week(Q) – MPA min/week(Acc) | 3-5.9 METs | Spearman r = 0.29 (P < 0.05) | MD (95 % LoA) = −18.9 ± 70.4 min/week |
 |  |  |  |  | Boys: sedentary min/week(Q) – sedentary min/week(Acc) | <100 counts/min | Spearman r = 0.06 | – |
 |  |  |  |  | Girls: sedentary min/week(Q) – sedentary min/week(Acc) | <100 counts/min | Spearman r = 0.25 (P < 0.05) | – |
Youth | Kowalski (1997)[65] | Acc (Caltrac) | 7 days | PAQ-C | PAQ-C score(Q) – total counts(Acc) | – | Pearson r = 0.39 (P < 0.05) | – |
Youth | Martinez-Gomez (2010)[66] | Acc (ActiGraph) | 3 days | BAD | Total MET-min/day(Q) – total counts/day(Acc) | – | Spearman r = 0.29 | – |
 |  |  |  |  | Total MET-min/day(Q) – total counts/min/day(Acc) | – | Spearman r = 0.33 | – |
Youth | Martinez-Gomez (2011)[67] | Acc (ActiGraph) | 7 days | PAQ-A | PAQ-A score(Q) – total counts/min(Acc) | – | Spearman r = 0.39 (P < 0.001) | – |
 |  |  |  |  | PAQ-A score(Q) – MVPA mins(Acc) | ≥1952 counts/min | Spearman r = 0.31 (P < 0.001) | – |
Youth | Mota (2002)[68] | Acc (ActiGraph) | 3 days | WAC | METs/15 min(Q) – counts/min(Acc) | – | Pearson r = 0.30 (P = 0.01) | – |
Youth | Ottevaere (2011)[57] | Acc (ActiGraph) | 7 days | IPAQ-A | VPA min/day(Q) – VPA min/day(Acc) | ≥4000 counts/min | Spearman r = 0.25 (P < 0.01) | MD (95 % LoA) = 13.2 ± 78.2 min/day |
 |  |  |  |  | MVPA min/day(Q) – MVPA min/day(Acc) | ≥2000 counts/min | Spearman r = 0.21 (P < 0.01) | – |
 |  |  |  |  | MPA min/day(Q) – MPA min/day(Acc) | 2000-3999 counts/min | Spearman r = 0.15 (P < 0.01) | MD (95 % LoA) = 31.6 ± 105.6 min/day |
Youth | Rangul (2008)[69] | Acc (ActiReg) | 7 days | HBSC | Frequency(Q) – TEE(Acc) | – | Spearman r = 0.20 | – |
 |  |  |  |  | Frequency(Q) – PAL(Acc) | – | Spearman r = 0.02 | – |
 |  |  |  |  | Duration(Q) – TEE(Acc) | – | Spearman r = 0.23 | – |
 |  |  |  |  | Duration(Q) – PAL(Acc) | – | Spearman r = 0.01 | – |
 |  |  |  | IPAQ-s | VPA min/day(Q) – TEE(Acc) | – | Spearman r = −0.14 | – |
 |  |  |  |  | VPA min/day(Q) – PAL(Acc) | – | Spearman r = −0.08 | – |
 |  |  |  |  | MPA min/day(Q) – TEE(Acc) | – | Spearman r = 0.01 | – |
 |  |  |  |  | MPA min/day(Q) – PAL(Acc) | – | Spearman r = 0.01 | – |
 |  |  |  |  | Walking min/day(Q) – TEE(Acc) | – | Spearman r = 0.24 | – |
 |  |  |  |  | Walking min/day(Q) – PAL(Acc) | – | Spearman r = 0.43 (P < 0.01) | – |
 |  |  |  |  | Sitting min/day(Q) – TEE(Acc) | – | Spearman r = −0.04 | – |
 |  |  |  |  | Sitting min/day(Q) – PAL(Acc) | – | Spearman r = −0.29 | – |
Youth | Scerpella (2002)[70] | Acc (Caltrac) | 2x 3 days | GSQ | Godin-Shephard score(Q) – Caltrac score(Acc) | – | Spearman r = 0.102 (P = 0.422) | – |
Youth | Slinde (2003)[71] | DLW | 14 days | MLTPAQ | TEE(Q) – TEE(DLW) | – | Spearman r = 0.49 (P < 0.01) | – |
 |  |  |  | eMLTPAQ | TEE(Q) – TEE(DLW) | – | Spearman r = 0.65 (P < 0.01) | MD (95 % LoA) = 2.8 ± 2.8 MJ/day |
 |  |  |  |  | Sedentary min/day(Q) – TEE(DLW) | – | Spearman r = 0.030 (P = 0.86) | – |
Youth | Treuth (2004)[72] | Acc (ActiGraph) | 3 days | GAQ | Baseline: yesterday GAQ score(Q) – mean counts/min(Acc) | – | Pearson r = 0.06 (P = 0.42) | – |
 |  |  |  |  | Follow-up: yesterday GAQ score(Q) – mean counts/min(Acc) | – | Pearson r = 0.08 (P = 0.28) | – |
 |  |  |  |  | Baseline: usual GAQ score(Q) – mean counts/min(Acc) | – | Pearson r = 0.12 (P = 0.10) | – |
 |  |  |  |  | Follow-up: usual GAQ score(Q) – mean counts/min(Acc) | – | Pearson r = 0.07 (P = 0.36) | – |
Youth | Troped (2007)[73] | Acc (ActiGraph) | 7 days | YRBS | Total VPA min/day(Q) – total VPA min/day(Acc) | >6 METs | Sensitivity = 0.86, specificity: 0.26 | κ = −0.002 – 0.06 |
 |  |  |  |  | Total MPA min/day(Q) – total MPA min/day(Acc) | 3-6 METs | Sensitivity = 0.23, specificity: 0.92 | κ = −0.05 – 0.03 |
Youth | Weston (1997)[74] | Acc (Caltrac) | 1 day (after school) | PDPAR | TEE(Q) – total counts(Acc) | – | Pearson r = 0.77 (P < 0.01) | – |
 |  | HR (Polar) | 1 day (after school) |  | EE(Q) – %HRR(HR) | – | Pearson r = 0.53 (P < 0.01) | – |
Adults | Ainsworth (1999)[87] | Acc (Caltrac) | 7 days | TOQ | MPA MET-min/week(Q) – EE(Acc) | – | Pearson r = 0.34 (P < 0.05) | – |
 |  |  |  | 7DR-O | 7DR scores(Q) – EE(Acc) | – | Low correlations (P > 0.05) | – |
Adults | Bassett (2000)[101] | Ped (Yamax) | 7 days | CAQ | Men: distance(Q) – distance(Ped) | – | r = 0.346 (P = 0.02) | – |
 |  |  |  |  | Women: distance(Q) – distance(Ped) | – | r = 0.481 (P = 0.001) | – |
Adults | Brown (2008)[88] | Acc (ActiGraph) | 7 days | AAS | Frequency/week(Q) – frequency(Acc) | ≥3 METs, ≥1952 counts/min | Spearman r = 0.48 (P = 0.001) | – |
 |  |  |  |  | Total min/week(Q) – MVPA(Acc) | ≥3 METs, ≥1952 counts/min | Spearman r = 0.52 (P < 0.001) | – |
 |  |  |  |  | Total min/week(Q) – total counts(Acc) | – | Spearman r = 0.23 (P = 0.14) | – |
Adults | Bull (2009)[58] | Acc (MTI) | > 7 days | GPAQ | China: VPA(Q) – mean VPA counts/day(Acc) | – | Spearman r = 0.23 (P < 0.05) | – |
 |  |  |  |  | South Africa: VPA(Q) – mean VPA counts/day(Acc) | – | Spearman r = 0.26 (P < 0.05) | – |
 |  |  |  |  | China: MPA(Q) – mean MPA counts/day(Acc) | – | Spearman r = 0.23 (P < 0.05) | – |
 |  |  |  |  | South Africa: MPA(Q) – mean MPA counts/day(Acc) | – | Spearman r = −0.03 | – |
 |  |  |  |  | China: sedentary min/day(Q) – mean sedentary counts/day(Acc) | <100 counts/min | Spearman r = 0.40 (P < 0.05) | – |
 |  |  |  |  | South Africa: sedentary min/day(Q) – mean sedentary counts/day(Acc) | <100 counts/min | Spearman r = −0.02 | – |
Adults | Conway (2002)[94] | DLW | 14 days | 7DPAR | TEE(Q) – TEE(DLW) | – | R2 = 0.10 | MD (±SEM) = 0.91 ± 0.42 (7.9 ± 3.2 %) MJ/day |
 |  |  |  | S7DR | TEE(Q) – TEE(DLW) | – | R2 = 0.14 | MD (±SEM) = 4.14 ± 1.36 (30.6 ± 9.9 %) MJ/day |
Adults | Cust (2008)[102] | Acc (ActiGraph) | 3x 7 days | EPAQ | Total MET-hr/week(Q) – total MET-hr/week(Acc) | ≥574 counts/min | Spearman r (95 % CI) = 0.21 (0.07;0.35), P < 0.01 | – |
 |  |  |  |  | Total PA index(Q) – total MET-hr/week(Acc) | ≥574 counts/min | Spearman r (95 % CI) = 0.29 (0.15;0.42), P < 0.0001 | – |
 |  |  |  |  | Cambridge PA index(Q) – total MET-hr/week(Acc) | ≥574 counts/min | Spearman r (95 % CI) = 0.32 (0.19;0.45), P < 0.0001 | – |
Adults | Cust (2009)[103] | Acc (ActiGraph) | 3x 7 days | EPAQ | High confidence: total PA index(Q) – total MET-hr/week(Acc) | ≥574 counts/min | Spearman r (95 % CI) = 0.37 (0.17;0.54) | – |
 |  |  |  |  | Low confidence: total PA index(Q) – total MET-hr/week(Acc) | ≥574 counts/min | Spearman r (95 % CI) = 0.22 (0.02;0.41) | – |
 |  |  |  |  | High confidence: Cambridge PA index(Q) – total MET-hr/week(Acc) | ≥574 counts/min | Spearman r (95 % CI) = 0.30 (0.10;0.48) | – |
 |  |  |  |  | Low confidence: Cambridge PA index(Q) – total MET-hr/week(Acc) | ≥574 counts/min | Spearman r (95 % CI) = 0.35 (0.15;0.52) | – |
 |  |  |  | IPAQ-s | High confidence: total MET-hr/week(Q) – total MET-hr/week(Acc) | ≥574 counts/min | Spearman r (95 % CI) = 0.26 (0.04;0.45) | – |
 |  |  |  |  | Low confidence: total MET-hr/week(Q) – total MET-hr/week(Acc) | ≥574 counts/min | Spearman r (95 % CI) = 0.27 (0.07;0.46) | – |
 |  |  |  |  | High confidence: sitting hr/day(Q) – sedentary(Acc) | <100 counts/min | Spearman r (95 % CI) = 0.36 (0.18;0.52) | – |
 |  |  |  |  | Low confidence: sitting hr/day(Q) – sedentary(Acc) | <100 counts/min | Spearman r (95 % CI) = 0.45 (0.25;0.62) | – |
Adults | Duncan (2001)[104] | HR (Polar) | 1 weekday | 7DPAR | Very hard activity(Q) – very hard activity(HR) | ≥ 85 % HRR | – | MD = 0.00 hours |
 |  |  |  |  | Hard activity(Q) – hard activity(HR) | 60-84 % HRR | – | MD = 0.02 hours |
 |  |  |  |  | Moderate activity(Q) – moderate activity(HR) | 45-59 % HRR | – | MD = 0.21 hours |
Adults | Ekelund (2006)[95] | Acc (ActiGraph) | 7 days | IPAQ-s | Total MET-min/day(Q) – mean counts/min(Acc) | – | Pearson r = 0.34 (P < 0.001) | MD (95 % CI) = −25.9 (−172;120) min/day, P < 0.001 |
 |  |  |  |  | Sitting(Q) – sedentary min/day(Acc) | <100 counts/min | Pearson r = 0.16 (P < 0.05) | – |
Adults | Gauthier (2009)[105] | Ped (Yamax) | 7 days | IPAQ-SALVCF | Walking(Q) – step counts(Ped) | – | Pearson r = 0.493 (P < 0.005) | – |
Adults | Hagströmer (2006)[106] | Acc (ActiGraph) | 7 days | IPAQ | Total MET-hr/week(Q) – total counts/min(Acc) | – | Spearman r = 0.55 (P < 0.001) | MD (95 % LoA) = 1.0 ± 16.7 hr/week |
 |  |  |  |  | Sitting hr/week(Q) – inactivity hr/week(Acc) | <101 counts/min | Spearman r = 0.17 | – |
Adults | Hagströmer (2010)[107] | Acc (ActiGraph) | 7 days | IPAQ | Total min/day(Q) – total min/day(Acc) | – | Spearman r = 0.28 (P < 0.01) | – |
 |  |  |  |  | Total MET-min/day(Q) – total counts/min(Acc) | – | Spearman r = 0.30 (P < 0.01) | – |
 |  |  |  |  | Sitting min/day(Q) – sitting min/day(Acc) | <100 counts/min | Spearman r = 0.23 (P < 0.01) | MD (±SD) = 130  ±  207 min/day, P < 0.001, R2 = 0.50 |
Adults | Hallal (2010)[108] | Acc (ActiGraph) | 4 days | IPAQ | Total score(Q) – total score(Acc) | ≥1952 counts/min | Spearman r = 0.22 | – |
Adults | InterAct Consortium (2011)[51] | Acc + HR (Actiheart) | ≥ 4 days | EPAQ-s | Total PA index(Q) – PAEE(Acc + HR) | – | Pearson r (95 % CI) = 0.14 (0.04;0.24), P = 0.000 | – |
 |  |  |  |  | Cambridge index(Q) – PAEE(Acc + HR) | – | Pearson r (95 % CI) = 0.33 (0.28;0.38), P = 0.118 | – |
 |  |  |  |  | Recreational index(Q) – PAEE(Acc + HR) | – | Pearson r (95 % CI) = 0.22 (0.16;0.28), P = 0.042 | – |
Adults | Jacobi (2009)[109] | Acc (ActiGraph) | 7 days | MAQ | Total MET-hr/week(Q) – total counts/day(Acc) | – | Spearman r = 0.18 (P < 0.05) | – |
 |  |  |  |  | Sedentary hr/week(Q) – sedentary hr/week(Acc) | <100 counts/min | Spearman r = 0.14 (P < 0.1) | – |
Adults | Kurtze (2008)[54] | Acc (ActiReg) | 7 days | IPAQ-s | Total MET-min/week(Q) – EE(Acc) | – | Spearman r = 0.26 (P < 0.05) | MD (95 % LoA) = −433 ± 2038 min/week |
 |  |  |  |  | Total MET-min/week(Q) – PAL(Acc) | – | Spearman r = 0.29 (P < 0.05) | – |
 |  |  |  |  | Sitting hr/day(Q) – EE(Acc) | – | Spearman r = −0.25 (P < 0.05) | – |
 |  |  |  |  | Sitting hr/day(Q) – PAL(Acc) | – | Spearman r = −0.35 (P < 0.01) | – |
Adults | Lee (2011)[98] | Acc (ActiGraph) | 4 days | IPAQ-s | Total MET-min/week(Q) – total MET-min/week(Acc) | – | Spearman r (±SE) = 0.11 ± 0.03, P < 0.001 | MD (±SE) = 2966.3 ± 140.1 MET-min/week, P < 0.001 |
 |  |  |  |  | Total MET-min/week(Q) – total counts/min(Acc) | – | Spearman r (±SE) = 0.16 ± 0.03, P < 0.001 | – |
Adults | MacFarlane (2007)[99] | Acc (ActiGraph) | 7 days | IPAQ-s | Total min/week(Q) – total MVPA min/week(Acc) | ≥1952 counts/min | Spearman r = 0.09 (P = 0.52) | R2 = 0.78, slope = 1.59 (P < 0.01); %bias = −102, %LoA = 176 |
Adults | MacFarlane (2010)[110] | Acc (ActiTrainer) | 7 days | IPAQ-LC | Total MET-min/day(Q) – total MET-min/day(Acc) | – | Spearman r = 0.35 (P = 0.001) | MD (95 % LoA) = −21.6 ± 575.5 MET-min/day, P = 0.643 |
Adults | Mahabir (2006)[89] | DLW | – | HAQ | EE(Q) – EE(DLW) | – | Spearman r = 0.36 (P < 0.05) | MD (95 % LoA) = 1782.5 ± 2237.4 kcal/day |
 |  |  |  | FCPQ | EE(Q) – EE(DLW) | – | Spearman r = 0.47 (P < 0.05) | MD (95 % LoA) = 732.8 ± 2126.7 kcal/day |
 |  |  |  | CAPS-4WR | EE(Q) – EE(DLW) | – | Spearman r = 0.16 | MD (95 % LoA) = 1765.8 ± 8973.7 kcal/day |
 |  |  |  | CAPS-TWR | EE(Q) – EE(DLW) | – | Spearman r = 0.15 | MD (95 % LoA) = −413.4 ± 2958.6 kcal/day |
Adults | Matton (2007)[111] | Acc (RT3) | 7 days | FPACQ | Employed/unemployed men: total EE(Q) – total EE(Acc) | – | Pearson r = 0.80 (P < 0.001) | t-test = 9.02 (P < 0.001) |
 |  |  |  |  | Employed/unemployed women: total EE(Q) – total EE(Acc) | – | Pearson r = 0.65 (P < 0.001) | t-test = 10.18 (P < 0.001) |
 |  |  |  |  | Retired men: total EE(Q) – total EE(Acc) | – | Pearson r = 0.55 (P < 0.01) | t-test = 11.48 (P < 0.001) |
 |  |  |  |  | Retired women: total EE(Q) – total EE(Acc) | – | Pearson r = 0.85 (P < 0.001) | t-test = 10.79 (P < 0.001) |
 |  |  |  |  | Employed/unemployed men: PAL(Q) – PAL(Acc) | – | Pearson r = 0.56 (P < 0.01) | t-test = 9.87 (P < 0.001) |
 |  |  |  |  | Employed/unemployed women: PAL(Q) – PAL(Acc) | – | Pearson r = 0.44 (P < 0.05) | t-test = 11.68 (P < 0.001) |
 |  |  |  |  | Retired men: PAL(Q) – PAL(Acc) | – | Pearson r = 0.39 (P < 0.05) | t-test = 11.91 (P < 0.001) |
 |  |  |  |  | Retired women: PAL(Q) – PAL(Acc) | – | Pearson r = 0.50 (P < 0.05) | t-test = 13.93 (P < 0.001) |
 |  |  |  |  | Employed/unemployed men: TV hr/week(Q) – TV hr/week(Acc) | – | Pearson r = 0.69 (P < 0.001) | t-test = −0.75 |
 |  |  |  |  | Employed/unemployed women: TV hr/week(Q) – TV hr/week(Acc) | – | Pearson r = 0.83 (P < 0.001) | t-test = −3.32 (P < 0.01) |
 |  |  |  |  | Retired men: TV hr/week(Q) – TV hr/week(Acc) | – | Pearson r = 0.78 (P < 0.001) | t-test = −3.98 (P < 0.001) |
 |  |  |  |  | Retired women: TV hr/week(Q) – TV hr/week(Acc) | – | Pearson r = 0.80 (P < 0.001) | t-test = −2.41 (P < 0.05) |
Adults | Nang (2011)[55] | Acc (Actical) | 5 days | IPAQ | VPA(Q) – VPA(Acc) | – | Spearman r = 0.18 (P < 0.05) | MD (95 % CI) = 139 (82;196) kcal/day |
 |  |  |  |  | MPA(Q) – MPA(Acc) | – | Spearman r = 0.13 | MD (95 % CI) = −169 (−236;-90) kcal/day |
 |  |  |  | SP2PAQ | VPA(Q) – VPA(Acc) | – | Spearman r = 0.42 (P < 0.0001) | MD (95 % CI) = 81 (47;116) kcal/day |
 |  |  |  |  | MPA(Q) – MPA(Acc) | – | Spearman r = 0.24 (P < 0.05) | MD (95 % CI) = −196 (−295;-97) kcal/day |
Adults | Nicaise (2011)[90] | Acc (ActiGraph) | 7 days | IPAQ | VPA(Q) – VPA(Acc) | ≥5725 counts/min | Pearson r = −0.01 | – |
 |  |  |  |  | MPA(Q) – MPA(Acc) | 1952-5724 counts/min | Pearson r = 0.08 | – |
 |  |  |  |  | Walking(Q) – steps(Acc) | – | Pearson r = 0.07 | – |
 |  |  |  |  | Weekday: sitting(Q) – light PA(Acc) | ≤1951 counts/min | Pearson r = −0.17 | – |
 |  |  |  |  | Weekend: sitting(Q) – light PA(Acc) | ≤1951 counts/min | Pearson r = −0.08 | – |
Adults | Pettee-Gabriel (2009)[91] | Acc (ActiGraph) | ≥ 4 days | PMMAQ | Total MET-hr/week(Q) – total counts/day(Acc) | – | Spearman r = 0.60 (P < 0.0001) | – |
 |  |  |  |  | Total MET-hr/week(Q) – mean counts/min/day(Acc) | – | Spearman r = 0.59 (P < 0.0001) | – |
 |  |  |  | PWMAQ | Total MET-hr/week(Q) – total counts/day(Acc) | – | Spearman r = 0.60 (P < 0.0001) | – |
 |  |  |  |  | Total MET-hr/week(Q) – mean counts/min/day(Acc) | – | Spearman r = 0.56 (P < 0.0001) | – |
 |  |  |  | NHS-PAQ | Total MET-hr/week(Q) – total counts/day(Acc) | – | Spearman r = 0.46 (P < 0.001) | – |
 |  |  |  |  | Total MET-hr/week(Q) – mean counts/min/day(Acc) | – | Spearman r = 0.42 (P < 0.001) | – |
 |  |  |  | AAS | Total min/day(Q) – total counts/day(Acc) | – | Spearman r = 0.46 (P < 0.001) | – |
 |  |  |  |  | Total min/day(Q) – mean counts/min/day(Acc) | – | Spearman r = 0.50 (P < 0.0001) | – |
 |  |  |  | WHI-PAQ | Total MET-hr/week(Q) – total counts/day(Acc) | – | Spearman r = 0.47 (P < 0.001) | – |
 |  |  |  |  | Total MET-hr/week(Q) – mean counts/min/day(Acc) | – | Spearman r = 0.45 (P < 0.001) | – |
Adults | Philippaerts (1999)[96] | DLW | 14 days | BAQ | Total activity index(Q) – ADMR(DLW) | – | Pearson r = 0.68 (P < 0.01) | – |
 |  |  |  |  | Total activity index(Q) – PAL(DLW) | – | Pearson r = 0.69 (P < 0.001) | – |
 |  |  |  | FCPQ | 7 day index(Q) – ADMR(DLW) | – | Pearson r = 0.61 (P < 0.01) | – |
 |  |  |  |  | 7 day index(Q) – PAL(DLW) | – | Pearson r = 0.34 | – |
 |  |  |  | TCQ | TEE(Q) – ADMR(DLW) | – | Pearson r = 0.63 (P < 0.01) | – |
 |  |  |  |  | TEE(Q) – PAL(DLW) | – | Pearson r = 0.64 (P < 0.01) | – |
Adults | Philippaerts (2001)[97] | Acc (Tracmor) | 4 days | BAQ | Total activity index(Q) – mean counts(Acc) | – | Pearson r = 0.47 (P < 0.001) | – |
 |  |  |  | TCQ | TEE(Q) – mean counts(Acc) | – | Pearson r = 0.22 | – |
Adults | Richardson (2001)[100] | Acc (Caltrac) | 14x 2 days | S7DR | Men, visit 10: total MET-min/day(Q) – total MET-min/day(Acc) | – | Spearman r = 0.54 (P < 0.01) | – |
 |  |  |  |  | Men, visit 11: total MET-min/day(Q) – total MET-min/day(Acc) | – | Spearman r = 0.45 (P < 0.05) | – |
 |  |  |  |  | Women, visit 10: total MET-min/day(Q) – total MET-min/day(Acc) | – | Spearman r = 0.20 | – |
 |  |  |  |  | Women, visit 11: total MET-min/day(Q) – total MET-min/day(Acc) | – | Spearman r = 0.06 | – |
Adults | Saglam (2010)[112] | Acc (Caltrac) | 4 days | IPAQ | Total MET-min/week(Q) – TEE(Acc) | – | Spearman r (95 % CI) = 0.29 (0.05;0.47), P = 0.009 | – |
 |  |  |  | IPAQ-s | Total MET-min/week(Q) – TEE(Acc) | – | Spearman r (95 % CI) = 0.30 (0.07;0.49), P = 0.008 | – |
Adults | Schmidt (2006)[92] | Acc (ActiGraph) | 7 days | KPAS-mod | Total activity score(Q) – mean counts/min(Acc) | – | Spearman r = 0.52 | – |
 |  |  |  |  | Weighted activity score(Q) – mean counts/min(Acc) | – | Spearman r = 0.59 | – |
Adults | Smitherman (2009)[113] | Acc (ActiGraph) | 1 day | JPAC | JPAC total score(Q) – mean counts/min(Acc) | – | Spearman r = 0.24 (P < 0.0001) | – |
Adults | Staten (2001)[93] | DLW | 8 days | AAFQ | TEE-ic(Q) – TEE(DLW) | – | Pearson r = 0.40 (P < 0.001) | MD = 1935 kJ/day |
 |  |  |  |  | TEE-mif(Q) – TEE(DLW) | – | Pearson r = 0.45 (P < 0.001) | MD = 697 kJ/day |
 |  |  |  |  | TEE-met(Q) – TEE(DLW) | – | Pearson r = 0.58 (P < 0.001) | MD = 3595 kJ/day |
Adults | Strath (2004)[114] | Acc + HR (ActiGraph + Polar) | 7 days | CAQ-PAI | MET-min/week(Q) – MET-min/week(Acc + HR) | – | Spearman r = 0.35 | – |
Adults | Trinh (2009)[115] | Acc (ActiGraph) | 7 days | GPAQ | Dry season: GPAQ total score(Q) – total counts(Acc) | – | Spearman r = 0.33 | MD (95 % LoA) = 2.6 (0.03;224) |
 |  |  |  |  | Wet season: GPAQ total score(Q) – total counts(Acc) | – | Spearman r = 0.19 | MD (95 % LoA) = 2.6 (0.03;224) |
 |  |  |  |  | Dry season: sedentary time(Q) – sedentary time(Acc) | <100 counts/min | Spearman r = 0.22 | – |
 |  |  |  |  | Wet season: sedentary time(Q) – sedentary time(Acc) | <100 counts/min | Spearman r = 0.31 | – |
Adults | Washburn (2003)[116] | DLW | 14 days | S7DR | TEE(Q) – TEE(DLW) | – | Pearson r = 0.58 (P < 0.01) | MD (95 % LoA) = −96 ± 4161 kJ/day |
 |  |  |  |  | PAEE(Q) – PAEE(DLW) | – | Pearson r = 0.12 | MD (95 % LoA) = −222 ± 4144 kJ/day |
Adults | Wolin (2008)[117] | Acc (Actical) | 6 days | IPAQ-s | 1-min bout: MET-min/week(Q) – counts/day(Acc) | – | Spearman r = 0.36 (P < 0.001) | κ (95 % CI) = 0.21 (−0.04;0.47) |
 |  |  |  |  | 10-min bout: MET-min/week(Q) – counts/day(Acc) | – | Spearman r = 0.26 (P = 0.002) | κ (95 % CI) = 0.04 (0.01;0.06) |
Elderly | Bonnefoy (2001)[75] | DLW | 14 days | MLTPAQ | Total activity(Q) – TEE(DLW) | – | Pearson r = 0.23, Spearman r = 0.17 | – |
 |  |  |  | YPAS | Summary index(Q) – TEE(DLW) | – | Pearson r = 0.11, Spearman r = 0.10 | – |
 |  |  |  | BAQ-mod | Questionnaire score(Q) – TEE(DLW) | – | Pearson r = 0.21, Spearman r = 0.28 | – |
 |  |  |  | CAQ | Total activity(Q) – TEE(DLW) | – | Pearson r = 0.39, Spearman r = 0.37 | – |
 |  |  |  | 7DR | Total activity(Q) – TEE(DLW) | – | Pearson r = 0.37, Spearman r = 0.51 (P < 0.05) | – |
 |  |  |  | DQ-mod | Total score(Q) – TEE(DLW) | – | Pearson r = 0.21, Spearman r = 0.34 | – |
 |  |  |  | LRC | Enhanced LRC score(Q) – TEE(DLW) | – | Pearson r = 0.33, Spearman r = 0.29 | – |
 |  |  |  | SUA | MPA(Q) – TEE(DLW) | – | Pearson r = 0.65 (P < 0.05), Spearman r = 0.46 | – |
 |  |  |  |  | VPA(Q) – TEE(DLW) | – | Pearson r = 0.63 (P < 0.05), Spearman r = 0.64 (P < 0.05) | – |
 |  |  |  | PASE | Total score(Q) – TEE(DLW) | – | Pearson r = 0.28, Spearman r = 0.23 | – |
 |  |  |  | QAPSE | Mean habitual DEE(Q) – TEE(DLW) | – | Pearson r = 0.32, Spearman r = 0.25 | – |
Elderly | De Abajo (2001)[76] | Acc (Caltrac) | 3 days | YPAS | Total hr/week(Q) – activity units/day(Acc) | – | Pearson r = 0.20 (P = 0.049) | – |
 |  |  |  |  | TEE(Q) – activity units/day(Acc) | – | Pearson r = 0.23 (P = 0.022) | – |
 |  |  |  |  | YPAS summary index(Q) – activity units/day(Acc) | – | Pearson r = 0.24 (P = 0.018) | – |
 |  |  |  |  | Sitting(Q) – activity units/day(Acc) | – | Pearson r = −0.06 (P = 0.54) | – |
Elderly | Dinger (2004)[77] | Acc (ActiGraph) | 7 days | PASE | Total PASE score(Q) – mean counts/min(Acc) | – | Spearman r = 0.43 (P = 0.001) | – |
Elderly | Dubbert (2004)[78] | Acc (Tritrac R3D) | 3 days | 7DPAR | TEE(Q) – counts/min(Acc) | – | Spearman r = 0.49 (P < 0.01) | – |
Elderly | Giles (2009)[79] | Ped (Yamax) | 7 days | CHAMPS-MMSCV | Volume T1: walking(Q) – step counts(Ped) | – | Spearman r = 0.40 (P < 0.01) | – |
 |  |  |  |  | Frequency T1: walking(Q) – step counts(Ped) | – | Spearman r = 0.57 (P < 0.01) | – |
 |  |  |  |  | Volume T2: walking(Q) – step counts(Ped) | – | Spearman r = 0.53 (P < 0.01) | – |
 |  |  |  |  | Frequency T2: walking(Q) – step counts(Ped) | – | Spearman r = 0.60 (P < 0.01) | – |
Elderly | Hagiwara (2008)[80] | Acc (Kenz Lifecorder) | 3 days | PASE | Total PASE score(Q) – EE(Acc) | – | Spearman r = 0.16 (P = 0.02) | – |
 |  |  |  |  | Total PASE score(Q) – walking steps(Acc) | – | Spearman r = 0.17 (P = 0.01) | – |
Elderly | Harada (2001)[81] | ML (Mini-Mitter) | 7 days | CHAMPS | EE(Q) – ankle counts(ML) | – | Pearson r = 0.36 (P < 0.01) | – |
 |  |  |  |  | EE(Q) – waist counts(ML) | – | Pearson r = 0.42 (P < 0.001) | – |
 |  |  |  | PASE | Total PASE score(Q) – ankle counts(ML) | – | Pearson r = 0.59 (P < 0.001) | – |
 |  |  |  |  | Total PASE score(Q) – waist counts(ML) | – | Pearson r = 0.52 (P < 0.001) | – |
 |  |  |  | YPAS | EE(Q) – ankle counts(ML) | – | Pearson r = 0.46 (P < 0.001) | – |
 |  |  |  |  | EE(Q) – waist counts(ML) | – | Pearson r = 0.61 (P < 0.001) | – |
Elderly | Hurtig-Wennlöf (2010)[82] | Acc (ActiGraph) | 7 days | IPAQ-E | Walking + MPA min/day(Q) – mean counts/min(Acc) | – | Spearman r = 0.347 (P < 0.01) | κ (95 % CI) = 0.448 (0.18;0.72), P < 0.001 |
 |  |  |  |  | VPA min/day(Q) – VPA counts/min(Acc) | >4944 counts/min | Spearman r = 0.369 (P < 0.01) | – |
 |  |  |  |  | MPA min/day(Q) – MPA counts/min(Acc) | 760-4944 counts/min | Spearman r = 0.396 (P < 0.01) | – |
 |  |  |  |  | Sitting min/day(Q) – sitting counts/min(Acc) | <100 counts/min | Spearman r = 0.277 (P < 0.05) | – |
Elderly | Kolbe-Alexander (2006)[83] | Acc (ActiGraph) | 7 days | IPAQ-s | Men: vigorous MET-min/week(Q) – high counts(Acc) | ≥5725 counts/min | Spearman r = 0.43 (P = 0.05) | – |
 |  |  |  |  | Women: vigorous MET-min/week(Q) – high counts(Acc) | ≥5725 counts/min | Spearman r = 0.05 | – |
 |  |  |  |  | Men: moderate MET-min/week(Q) – moderate min(Acc) | 1952-5724 counts/min | Spearman r = 0.31 (P = 0.004) | – |
 |  |  |  |  | Women: moderate MET-min/week(Q) – moderate min(Acc) | 1952-5724 counts/min | Spearman r = −0.09 | – |
 |  |  |  |  | Men: walking MET-min/week(Q) – total counts(Acc) | – | Spearman r = 0.57 (P = 0.00007) | – |
 |  |  |  |  | Women: walking MET-min/week(Q) – total counts(Acc) | – | Spearman r = 0.42 (P = 0.006) | – |
 |  |  |  |  | Men: sitting MET-min/week(Q) – total counts(Acc) | – | Spearman r = −0.40 (P = 0.001) | – |
 |  |  |  |  | Women: sitting MET-min/week(Q) – total counts(Acc) | – | Spearman r = −0.35 (P = 0.005) | – |
 |  |  |  | YPAS | Men: total MET-min/week(Q) – total counts(Acc) | – | Spearman r = 0.54 (P = 0.0002) | – |
 |  |  |  |  | Women: total MET-min/week(Q) – total counts(Acc) | – | Spearman r = 0.13 | – |
Elderly | Starling (1999)[84] | DLW | 10 day | MLTPAQ | Men: TEE(Q) – TEE(DLW) | – | – | MD (95 % LoA) = 752 ± 972 kcal/day |
 |  |  |  |  | Women: TEE(Q) – TEE(DLW) | – | – | MD (95 % LoA) = 487 ± 698 kcal/day |
 |  |  |  | YPAS | Men: TEE(Q) – TEE(DLW) | – | – | MD (95 % LoA) = 104 ± 1414 kcal/day |
 |  |  |  |  | Women: TEE(Q) – TEE(DLW) | – | – | MD (95 % LoA) = 9 ± 972 kcal/day |
Elderly | Tomioka (2011)[85] | Acc (Kenz Lifecorder) | 2 weeks | IPAQ-s | Young old men: MET-min/week(Q) – MET-min/week(Acc) | – | Spearman r = 0.42 (P < 0.01) | κ (95 % CI) = 0.49 (0.34;0.64) |
 |  |  |  |  | Young old women: MET-min/week(Q) – MET-min/week(Acc) | – | Spearman r = 0.49 (P < 0.01) | κ (95 % CI) = 0.39 (0.22;0.56) |
 |  |  |  |  | Old old men: MET-min/week(Q) – MET-min/week(Acc) | – | Spearman r = 0.53 (P < 0.01) | κ (95 % CI) = 0.46 (0.29;0.63) |
 |  |  |  |  | Old old women: MET-min/week(Q) – MET-min/week(Acc) | – | Spearman r = 0.49 (P < 0.01) | κ (95 % CI) = 0.47 (0.28;0.66) |
Elderly | Washburn (1999)[86] | Acc (ActiGraph) | 3 days | PASE | Total PASE score(Q) – mean counts/5 min epoch(Acc) | – | Spearman r = 0.49 (P < 0.05) | – |
 |  |  |  |  |  |  | Median Spearman r = 0.30 (youth: 0.25, adults: 0.30, elderly: 0.40) |  |
 |  |  |  |  |  |  | Median Pearson r = 0.39 (youth: 0.38, adults: 0.46, elderly: 0.345) |  |