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. 2012 Aug 31;9:103. doi: 10.1186/1479-5868-9-103

Table 4.

Validity results of new PAQs

Age Group
Reference
Criterion method
Duration of validation
PAQ
Variables tested
Criterion intensity thresholds
Validity results
              Correlation coefficients Agreement
Youth
Dwyer (2011)[19]
Acc (ActiGraph)
4 - 5 days
Pre-PAQ
Level 5 min/day(Q) – VPA min/day(Acc)
>5016 counts/min
Pearson r = 0.17
MD (95 % LoA) = 1.9 ± 39.4 min/day
 
 
 
 
 
Level 4 min/day(Q) – MPA min/day(Acc)
3560-5016 counts/min
Pearson r = 0.13
MD (95 % LoA) = 48.2 ± 73.1 min/day
 
 
 
 
 
Level 3 min/day(Q) – LPA min/day(Acc)
1592-3560 counts/min
Pearson r = −0.07
MD (95 % LoA) = −4.8 ± 100.7 min/day
 
 
 
 
 
Levels 1–2 min/day(Q) – sedentary min/day(Acc)
<1592 counts/min
Pearson r = 0.19
MD (95 % LoA) = −235.4 ± 147.7 min/day
Youth
Economos (2010)[20]
Acc (ActiGraph)
2 days
BONES PAS
High METs(Q) – total counts/min(Acc)

Spearman r (95 % CI) = 0.25 (−0.07;0.52)

 
 
 
 
 
High METs(Q) – VPA(Acc)
6-9 METs, 1952–5724 counts/min
Spearman r (95 % CI) = 0.23 (−0.09;0.51)

 
 
 
 
 
Moderate-high METs(Q) – total counts/min(Acc)

Spearman r (95 % CI) = 0.27 (−0.05;0.54)

Youth
Martinez-Gomez (2010)[21]
Acc (ActiGraph)
1 day
RPAR
Total MET-min(Q) – total counts(Acc)

Pearson r = 0.42 (P = 0.021)
κ = 0.16
 
 
 
 
 
MVPA min(Q) – MVPA counts(Acc)
≥2000 counts/min
Pearson r = 0.52 (P < 0.001)
MD (95 % LoA) = 2.15 ± 7.19 min
 
 
Acc (Biotrainer)
1 day
 
Total MET-min(Q) – total counts(Acc)

Pearson r = 0.40 (P = 0.025)
κ = 0.39
 
 
 
 
 
Total MET-min(Q) – total counts/mov(Acc)

Pearson r = 0.54 (P = 0.004)
κ = 0.16
Youth
Philippaerts (2006)[22]
Acc (ActiGraph)
7 days
FPACQ
Total hr/week(Q) – total counts(Acc)

Pearson r = 0.56 (P < 0.01)

 
 
 
 
 
Total hr/week(Q) – mean counts/min(Acc)

Pearson r = 0.43 (P < 0.05)

 
 
 
 
 
TEE(Q) – total counts(Acc)

Pearson r = 0.58 (P < 0.01)

 
 
 
 
 
TEE(Q) – mean counts/min(Acc)

Pearson r = 0.49 (P < 0.05)

 
 
 
 
 
Inactivity(Q) – total counts(Acc)

Pearson r = −0.13

 
 
 
 
 
Inactivity(Q) – mean counts/min(Acc)

Pearson r = −0.06

Youth
Ridley (2001)[23]
Acc (Caltrac)
2x 1 day
CDPAQ
Total METs(Q) – total counts(Acc)

Pearson r = 0.41 (P < 0.05)

 
 
 
 
 
Total compendium METs(Q) – total counts(Acc)

Pearson r = 0.54 (P < 0.05)

 
 
 
 
 
Total mins(Q) – total counts(Acc)

Pearson r = 0.41 (P < 0.05)

 
 
HR (Polar)
2x 1 day
 
MVPA mins(Q) – MVPA mins(HR)
≥145 bpm
Pearson r = 0.66 (P = 0.01)

 
 
Acc (Caltrac)
2x 1 day
CDPAQ-HC
Total METs(Q) – total counts(Acc)

Pearson r = 0.25 (P < 0.05)

 
 
 
 
 
Total compendium METs(Q) – total counts(Acc)

Pearson r = 0.22 (P < 0.05)

 
 
 
 
 
Total mins(Q) – total counts(Acc)

Pearson r = 0.33 (P < 0.05)

 
 
HR (Polar)
2x 1 day
 
MVPA mins(Q) – MVPA mins(HR)
≥145 bpm
Pearson r = 0.48 (P = 0.05)

Youth
Ridley (2006)[24]
Acc (ActiGraph)
1 day
MARCA
PAL(Q) – total counts(Acc)

Spearman r = 0.45 (P < 0.01)

Youth
Telford (2004)[25]
Acc (ActiGraph)
8 days
CLASS-parental report
5-6 yrs: total min/day(Q) – total min/day(Acc)

Spearman r = −0.04
MD (95 % LoA) = −140.7 (−164.9;-116.6) min/day
 
 
 
 
 
10-12 yrs: total min/day(Q) – total min/day(Acc)

Spearman r = 0.09
MD (95 % LoA) = 11.2 (−6.9;29.4) min/day
 
 
 
 
 
5-6 yrs: total min/day(Q) – total raw counts/day(Acc)

Spearman r = 0.05

 
 
 
 
 
10-12 yrs: total min/day(Q) – total raw counts/day(Acc)

Spearman r = 0.11

 
 
 
 
CLASS-self
10-12 yrs: total min/day(Q) – total min/day(Acc)

Spearman r = −0.04
MD (95 % LoA) = 1.5 (−17.2;20.3) min/day
 
 
 
 
 
10-12 yrs: total min/day(Q) – total raw counts/day(Acc)

Spearman r = 0.06

Youth
Treuth (2003)[26]
Acc (ActiGraph)
4 days
GAQ
Yesterday: GAQ score(Q) – mean counts/min(Acc)

Pearson r = 0.27 (P < 0.05)

 
 
 
 
 
Usual: GAQ score(Q) – mean counts/min(Acc)

Pearson r = 0.29 (P < 0.05)

 
 
 
 
 
Yesterday: TV watching(Q) – mean counts/min(Acc)

Pearson r = −0.145 (P = 0.24)

 
 
 
 
 
Usual: TV watching(Q) – mean counts/min(Acc)

Pearson r = −0.004 (P = 0.98)

 
 
 
 
 
Yesterday: other sedentary(Q) – mean counts/min(Acc)

Pearson r = 0.0227 (P = 0.85)

 
 
 
 
 
Usual: other sedentary(Q) – mean counts/min(Acc)

Pearson r = −0.0916 (P = 0.46)

 
 
 
 
Activitygram
Activitygram score(Q) – mean counts/min(Acc)

Pearson r = 0.37 (P < 0.002)

Youth
Treuth (2005)[27]
Acc (Actiwatch)
6 days
Fels PAQ
Elementary: Fels PAQ score(Q) – mean counts/min(Acc)

Spearman r = 0.34 (P = 0.004)

 
 
 
 
 
Middle: Fels PAQ score(Q) – mean counts/min(Acc)

Spearman r = 0.11 (P = 0.31)

 
 
 
 
 
High: Fels PAQ score(Q) – mean counts/min(Acc)

Spearman r = 0.21 (P = 0.006)

Youth
Welk (2007)[28]
Acc (ActiGraph)
7 days
YMCLS
Weekly PA bouts(Q) – weekly PA bouts(Acc)

r = 0.24 (P < 0.05)
MD (95 % LoA) = −8.4 ± 28.4 min
 
 
 
 
 
Previous day: total MVPA mins(Q) – total MVPA mins(Acc)
3-6 METs
r = 0.53 (P < 0.05)
MD (95 % LoA) = 14.5 ± 173.9 min
Youth
Wong (2006)[29]
Acc (ActiGraph)
7 - 9 days
SHAPES
VPA min/day(Q) – VPA min/day(Acc)
≥8200 counts/min
Spearman r = 0.25 (P = 0.07)

 
 
 
 
 
MVPA min/day(Q) – MVPA min/day(Acc)
≥3200 counts/min
Spearman r = 0.44 (P < 0.01)

 
 
 
 
 
MPA min/day(Q) – MPA min/day(Acc)
3200-8199 counts/min
Spearman r = 0.31 (P = 0.02)

Adults
Ainsworth (2000)[30]
Acc (Caltrac)
2x 7 days
KPAS
3 point summary index(Q) – MET-min/day(Acc)

Spearman r = 0.53 (P < 0.01)

 
 
 
 
 
4 point summary index(Q) – MET-min/day(Acc)

Spearman r = 0.49 (P < 0.01)

Adults
Besson (2010)[31]
DLW
14 days
RPAQ
TEE(Q) – TEE(DLW)

Spearman r = 0.67 (P < 0.0001)
MD (95 % LoA) = −3451.9 ± 2025.1 kJ/day (P < 0.05)
 
 
 
 
 
PAEE(Q) – PAEE(DLW)

Spearman r = 0.39 (P = 0.0004)
MD (95 % LoA) = −12.9 ± 23.9 kJ/day (P < 0.05)
 
 
Acc + HR (Actiheart)
11 days
 
VPA(Q) – VPA(Acc + HR)
>6 METs
Spearman r = 0.70 (P < 0.0001)
MD (95 % LoA) = 0.2 ± 0.4 h/day
 
 
 
 
 
MPA(Q) – MPA(Acc + HR)
3.6-6 METs

MD (95 % LoA) = −0.8 ± 1.0 h/day
 
 
 
 
 
Light PA(Q) – light PA(Acc + HR)
2-3.5 METs

MD (95 % LoA) = −0.1 ± 2.4 h/day
 
 
 
 
 
Sedentary time(Q) – sedentary time(Acc + HR)
<2 METs
Spearman r = 0.27 (P = 0.06)
MD (95 % LoA) = 0.7 ± 2.8 h/day
Adults
Chasan-Taber (2004)[32]
Acc (ActiGraph)
7 days
PPAQ
Total activity(Q) – Swartz cut point min/day(Acc)
≥3 METs, ≥574 counts/min
Spearman r = 0.32

 
 
 
 
 
Total activity(Q) – Hendelman cut point min/day(Acc)
≥3 METs, ≥191 counts/min
Spearman r = 0.43

 
 
 
 
 
Total activity(Q) – Freedson cut point min/day(Acc)
≥3 METs, ≥1952 counts/min
Spearman r = 0.08

 
 
 
 
 
Total activity(Q) – mean counts/min(Acc)

Spearman r = 0.27

 
 
 
 
 
Sedentary(Q) – Swartz cut point min/day(Acc)
<1.5 METs
Spearman r = −0.17

 
 
 
 
 
Sedentary(Q) – Hendelman cut point min/day(Acc)
<1.5 METs
Spearman r = −0.34

 
 
 
 
 
Sedentary(Q) – Freedson cut point min/day(Acc)
<1.5 METs
Spearman r = 0.12

 
 
 
 
 
Sedentary(Q) – mean counts/min(Acc)

Spearman r = −0.10

Adults
Chinapaw (2009)[33]
Acc (ActiGraph)
14 days
AQuAA
Adolescents: AQuAA score(Q) – counts/min(Acc)
≥ 2 METs, ≥699 counts/min
Spearman r = 0.13

 
 
 
 
 
Adults: AQuAA score(Q) – counts/min(Acc)
≥ 2 METs, ≥699 counts/min
Spearman r = −0.16

 
 
 
 
 
Adolescents: sedentary(Q) – counts/min(Acc)
< 2 METs, <699 counts/min
Spearman r = 0.23

 
 
 
 
 
Adults: sedentary(Q) – counts/min(Acc)
< 2 METs, <699 counts/min
Spearman r = 0.15

Adults
Craig (2003)[34]
Acc (ActiGraph)
7 days
IPAQ
Long form: total PA(Q) – total counts(Acc)

Pooled Spearman r (95 % CI) = 0.33 (0.26;0.39), range: -0.27 - 0.61

 
 
 
 
 
Short form: total PA(Q) – total counts(Acc)

Pooled Spearman r (95 % CI) = 0.30 (0.23;0.36), range: -0.12 - 0.57

Adults
Fjeldsoe (2009)[35]
Acc (ActiGraph)
7 days
AWAS
Total activity(Q) – total activity(Acc)
≥100 counts/min
Spearman r = 0.13 (P = 0.24)

 
 
 
 
 
HEPA(Q) – Freedson cut point min/week(Acc)

Spearman r = 0.28 (P = 0.01)

 
 
 
 
 
HEPA(Q) – Swartz cut point min/week(Acc)

Spearman r = 0.06 (P = 0.64)

 
 
 
 
 
Sitting(Q) – sitting(Acc)
<100 counts/min
Spearman r = 0.32 (P = 0.006)

Adults
Friedenreich (2006)[36]
Acc (ActiGraph)
4x 7 days
PYTPAQ
Total MET-hr/week(Q) – total MET-hr/week(Acc)

Spearman r = 0.26 (P < 0.05), ICC (95 % CI) = 0.18 (0.03;0.32)

Adults
Kurtze (2007)[37]
Acc (ActiReg)
7 days
HUNT2
Hard activity(Q) – EE(Acc)

Spearman r = 0.11

 
 
 
 
 
Hard activity(Q) – PAL(Acc)

Spearman r = 0.16

 
 
 
 
 
Light activity(Q) – EE(Acc)

Spearman r = 0.21 (P < 0.05)

 
 
 
 
 
Light activity(Q) – PAL(Acc)

Spearman r = 0.08

 
 
 
 
 
Occupational activity(Q) – EE(Acc)

Spearman r = 0.39 (P < 0.01)

 
 
 
 
 
Occupational activity(Q) – PAL(Acc)

Spearman r = 0.38 (P < 0.01)

Adults
Kurtze (2008)[38]
Acc (ActiReg)
7 days
HUNT1
Summary index(Q) – EE(Acc)

Spearman r = 0.03

 
 
 
 
 
Summary index(Q) – PAL(Acc)

Spearman r = 0.07

 
 
 
 
 
Summary index(Q) – MET-min/day(Acc)

Spearman r = 0.07

Adults
Lowther (1999)[39]
Acc (Caltrac)
4 days
SPAQ
Total mins(Q) – total kcal(Acc)

r = 0.1294, corrected for confounding: r = 0.52 (P < 0.05)

Adults
Mäder (2006)[40]
Acc (ActiGraph)
7 days
SHS97
Sweat episodes/week(Q) – total counts/min(Acc)

Spearman r = 0.23

 
 
 
 
HEPA99




 
 
 
 
IPAQ
Total MET-min/week(Q) – total counts/min(Acc)

Spearman r = 0.39 (P < 0.05)

 
 
 
 
 
Sitting(Q) – sitting(Acc)
<100 counts/min
Spearman r = 0.22

 
 
 
 
OIMQ
Total MET-min/week(Q) – total counts/min(Acc)

Spearman r = 0.44 (P < 0.05)

Adults
Meriwether (2006)[41]
Acc (MTI)
14 days
PAAT
VPA min/week(Q) – VPA min/week(Acc)
≥5 METs, ≥5725 counts/min
Spearman r = 0.380 (P < 0.01)

 
 
 
 
 
MVPA min/week(Q) – MVPA min/week(Acc)
≥5 METs, ≥1952 counts/min
Spearman r = 0.392 (P < 0.01)

 
 
 
 
 
MPA min/week(Q) – MPA min/week(Acc)
3-4.9 METs, 1952–5724 counts/min
Spearman r = 0.392 (P < 0.01)

Adults
Reis (2005)[42]
Acc (ActiGraph)
7 days
OPAQ
Total hr/week(Q) – VPA(Acc)
≥5725 counts/min
Spearman r = −0.02

 
 
 
 
 
Total hr/week(Q) – MPA(Acc)
1952-5724 counts/min
Spearman r = 0.12

 
 
 
 
 
Total hr/week(Q) – light activity(Acc)
<1952 counts/min
Spearman r = 0.22

 
 
 
 
 
Sedentary(Q) – light activity(Acc)
<1952 counts/min
Spearman r = −0.20

Adults
Rosenberg (2010)[43]
Acc (ActiGraph)
7 days
SBQ
Female: total sedentary hr/week(Q) – total sedentary counts(Acc)
<100 counts/min
Partial r = 0.10 (P = 0.07)

 
 
 
 
 
Male: total sedentary hr/week(Q) – total sedentary counts(Acc)
<100 counts/min
Partial r = −0.01 (P = 0.81)

Adults
Sobngwi (2001)[44]
Acc (Caltrac)
1 day
SSAAQ
Female: total METs(Q) – total METs(Acc)

r = 0.74 (P < 0.01)

 
 
 
 
 
Male: total METs(Q) – total METs(Acc)

r = 0.60 (P < 0.01)

 
 
HR (Polar)
1 day
 
Urban female: total METs(Q) – total activity(HR)

r = 0.63 (P < 0.01)

 
 
 
 
 
Rural female: total METs(Q) – total activity(HR)

r = 0.41 (P < 0.05)

 
 
 
 
 
Urban male: total METs(Q) – total activity(HR)

r = 0.54 (P < 0.05)

 
 
 
 
 
Rural male: total METs(Q) – total activity(HR)

r = 0.59 (P < 0.01)

Adults
Timperio (2003)[45]
Acc (ActiGraph)
7 days
1WPAR
Men: total min/day(Q) – total min/day(Acc)
≥3 METs, ≥1952 counts/min
Spearman r = 0.29 (P < 0.05)

 
 
 
 
 
Women: total min/day(Q) – total min/day(Acc)
≥3 METs, ≥1952 counts/min
Spearman r = 0.25 (P < 0.05)

Adults
Wareham (2002)[46]
HR (Polar)
4x 4 days
EPAQ2
Total MET-hr/week(Q) – EE(HR)

Pearson partial r = 0.28 (P < 0.001)

 
 
 
 
 
TV time(Q) – EE(HR)

Pearson partial r = −0.07

Adults
Wareham (2003)[47]
HR (Polar)
4x 4 days
EPAQ-s
Physical activity index(Q) – DayPAR(HR)

P for trend = 0.003

 
 
 
 
 
Total hr/week(Q) – DayPAR(HR)

r = 0.04 (P = 0.59)

Adults
Yore (2007)[48]
Acc (ActiGraph)
7 days
BRFSS PAQ
VPA min/week(Q1) – VPA min/week(Acc)
≥5999 counts/min
Pearson r = 0.52

 
 
 
 
 
VPA min/week(Q2) – VPA min/week(Acc)
≥5999 counts/min
Pearson r = 0.54

 
 
 
 
 
VPA min/week(Q3) – VPA min/week(Acc)
≥5999 counts/min
Pearson r = 0.63

 
 
 
 
 
MPA min/week(Q1) – MPA min/week(Acc)
2020-5998 counts/min
Pearson r = 0.27

 
 
 
 
 
MPA min/week(Q2) – MPA min/week(Acc)
2020-5998 counts/min
Pearson r = 0.20

 
 
 
 
 
MPA min/week(Q3) – MPA min/week(Acc)
2020-5998 counts/min
Pearson r = 0.16

Elderly
Yasunaga (2007)[49]
Acc (Kenz Lifecorder)
1 month
PAQ-EJ
PAQ-EJ score(Q) – MET-min/day(Acc)

Spearman r = 0.41 (P < 0.05)

 
 
 
 
 
 
 
Median Spearman r = 0.25 (youth: 0.22, adults: 0.27, elderly: 0.41)
 
              Median Pearson r = 0.41 (youth: 0.41, adults: 0.28, elderly: –)  

Q1 = first completed questionnaire, Q2 = second completed questionnaire, Q3 = third completed questionnaire, r = correlation coefficient (rho), CI = Confidence Interval (lower;upper), κ = kappa (i.e. Cohen weighted kappa unless specified otherwise), LoA = Limits of Agreement, MD = Mean Difference, – = not stated.

Acc = Accelerometry [NB: ActiGraph (Model 7164) is successor of preceding accelerometer by MTI, formerly CSA]. Accelerometer names as used in the respective papers.

Ainsworth (2000): 3 point summary index = 3 domains: sports/exercise, occupation, active living habits. 4 point summary index = all 4 domains: sports/exercise, occupation, active living habits, housework/caregiving.

Craig (2003): Pooled Spearman = pooled results from data of 22 studies examining the IPAQ long form and 23 studies examining the short form.

Dwyer (2011): Levels 1–2 = stationary, level 3 = moving slowly, level 4 = moving at a medium or moderate pace, level 5 = moving at a fast pace.

Economos (2010): Moderate-high METs = 3–6 METs. High METs = ≥6 METs.

Fjeldsoe (2009): Total activity includes light-, moderate-, and vigorous-intensity activities. HEPA = Health Enhancing Physical Activity: brisk walking and moderate- and vigorous activities from the planned activity and transport domains.

Kurtze (2007): EE = Energy Expenditure in MJ/day. PAL = total EE divided by basal metabolic rate (BMR). Light activity = no sweating or being out of breath. Hard activity = sweating/out of breath.

Kurtze (2008): EE = Energy Expenditure in MJ/day. PAL = total EE divided by basal metabolic rate (BMR).

Lowther (1999): Initial r = 0.1294, but after correction for less reliable high data (occupational walking data, extreme data for 4 participants) the correlation improved to 0.52.

Mäder (2006): IPAQ - Total MET-min/week = MET-min/week for total activity excluding sitting. OIMQ - Total MET-min/week = MET-min/week for total activity, i.e. moderate and vigorous activities.

Martinez-Gomez (2010): Counts/mov = counts adjusted by movement time over the recess time. MD = mean difference between the mean times spent at MVPA by the two instruments. Kappa = agreement between the two instruments among tertiles of total PA.

Reis (2005): ActiGraph only worn during occupational hours. Sedentary = sitting or standing activities.

Ridley (2001): CDPAQ-HC = hard copy of CDPAQ. MVPA = Moderate-to-Vigorous Physical Activity. Total compendium METs = compendium values to derive total METs due to reported problems associated with children's perception of intensity (Compendium of physical activities: classification of energy costs of human physical activities. Ainsworth BE, Haskell WL, Leon AS, Jacobs DR Jr, Montoye HJ, Sallis JF, Paffenbarger RS Jr. Med Sci Sports Exerc. 1993 Jan;25(1):71–80).

Rosenberg (2010): Partial r = partial correlation, adjusted for age, marital status, white or nonwhite ethnicity, number of children, and highest level of education.

Sobngwi (2001): Total activity by Heart Rate monitoring is defined as variability in heart rate measured as area under the minute-to-minute heart rate curve and above individual resting heart rate.

Telford (2004): Validity results for total PA minutes for 5 to 6 or 10 to 12 year old children in parental proxy-reports or self-administered questionnaires.

Timperio (2003): Total activity in min/day is specified as ≥3 METs.

Treuth (2003): GAQ score = MET weighted mean score of 18 more reliable, and more frequently performed, activities. Activitygram score = average intensity/min over 3 day period. Other sedentary = sedentary activities excluding TV watching. The scores are an average of the two days administrations.

Treuth (2005): Fels PAQ score = mean Fels PAQ score (total activity) of both administrations of the PAQ. Counts/min = mean counts/min. Elementary = elementary school. Middle = middle school. High = high school.

Wareham (2002): Subject wore the HR monitor 4x four days across one year. EE = Energy Expenditure in kJ/hr. TV time = hours per week watching television and videos. Partial correlation coefficient is adjusted for age and sex.

Wareham (2003): Subject wore the HR monitor 4x four days across one year. Physical activity index = combined index for the four-level classification of self-reported occupational activity and four-level categorisation of time spent in cycling and other physical exercise. DayPAR = Physical Activity Ratio calculated as the ratio of daytime energy expenditure to resting energy expenditure. P for trend = P for positive trend of the association between DayPAR (measured by calibrated HR data) over four categories of physical activity (i.e. inactive, moderately inactive, moderately active, active) estimated from the EPAQ.

Welk (2007): PA bouts = number of sessions of physical activity performed during the week. Total MVPA mins = total minutes in moderate to vigorous physical activity performed during the previous day. Cut point used is Freedson age-based cut point, calculated as METs = 2.757 + (0.0015*counts per minute) - (0.0896*age[yr]) - (0.000038*counts per minute*age[yr]). Correlation = group-level correlation. No correlation coefficient specified.

Yasunaga (2007): PAQ-EJ score = MET score in MET-hr/week, calculated as number of days*time*intensity weight.