| Literature DB >> 28069016 |
Anass Arrogi1, Astrid Schotte2, An Bogaerts2, Filip Boen3, Jan Seghers3.
Abstract
BACKGROUND: The objective of the present study was to evaluate the short- and long-term intervention and mediation effects of a 3-month individualized need-supportive physical activity (PA) counseling intervention on employees' PA and sedentary behavior.Entities:
Keywords: Intervention; Mediation; Physical activity promotion; Sedentary time; Worksite
Mesh:
Year: 2017 PMID: 28069016 PMCID: PMC5223544 DOI: 10.1186/s12889-016-3965-1
Source DB: PubMed Journal: BMC Public Health ISSN: 1471-2458 Impact factor: 3.295
Fig. 1Time frame of the PA counseling intervention. Note: M = measurement session; CF = face-to-face counseling session; CE/T = e-mail/telephone counseling session
Fig. 2Participant flow chart
Baseline characteristics of the intervention and reference group
| Intervention group | Reference group | F or | |
|---|---|---|---|
| Age, mean (SD) | 41.0 (8.8) | 42.8 (8.5) | 0.810 |
| Gender, % female | 76 | 80 | 0.257 |
| BMI (kg/m2), mean (SD) | 26.5 (4.4) | 26.0 (4.4) | 0.295 |
| Living situation, % living together | 91 | 96 | 4.041 |
| Education, % higher/university education | 88 | 84 | 1.112 |
| SWA-based PA, mean (SD) | |||
| Steps (n/day) | |||
| Weekdays | 9265.0 (3194.6) | 10006.2 (3766.2) | 3128 |
| Weekend days | 10092.3 (4181.5) | 9597.3 (4506.6) | 1.206 |
| Average days | 9501.4 (3088.2) | 9889.4 (3478.8) | 0.988 |
| Sedentary time (min/day) (≤1.8 MET) | |||
| Weekdays | 1049.5 (130.7) | 1005.2 (172.9) | 4.495* |
| Weekend days | 1005.8 (147.7) | 998.8 (180.5) | 1.758 |
| Average days | 1036.5 (118.4) | 1003.4 (154.6) | 3.385 |
| Light PA (min/day) (>1.8- < 3 MET) | |||
| Weekdays | 63.7 (40.9) | 72.5 (49.8) | 3.998 |
| Weekend days | 93.6 (62.9) | 99.8 (63.1) | 0.000 |
| Average days | 72.3 (42.2) | 81.8 (49.4) | 1.797 |
| Moderate PA (min/day) (>3- < 6 MET) | |||
| Weekdays | 34.0 (29.0) | 44.1 (46.8) | 6.493 |
| Weekend days | 52.0 (49.6) | 51.2 (66.3) | 2.587 |
| Average days | 40.6 (33.5) | 46.6 (51.1) | 4.757 |
| Vigorous PA (min/day) (≥6 MET) | |||
| Weekdays | 1.7 (3.8) | 3.1 (6.9) | 16.025 |
| Weekend days | 1.4 (4.2) | 0.7 (3.6) | 3.358 |
| Average days | 1.6 (3.4) | 2.4 (5.2) | 7.422 |
| MVPA (min/day) (≥3 MET) | |||
| Weekdays | 39.2 (34.4) | 51.6 (50.8) | 5.761* |
| Weekend days | 57.8 (56.6) | 52.7 (67.5) | 0.774 |
| Average days | 44.6 (36.3) | 52.4 (53.2) | 5.936 |
| Self-reported PA, mean (SD) | |||
| Sitting week (min/day) | 561.0 (161.0) | 508.1 (151.7) | 0.003* |
| Sitting weekend (min/day) | 347.4 (159.7) | 300.8 (134.6) | 3.105 |
| Walking (min/day) | 106.1 (145.2) | 155.4 (180.7) | 3.187* |
| Moderate PA (min/day) | 42.6 (66.8) | 47.1 (67.5) | 0.353 |
| Vigorous PA (min/day) | 25.2 (43.8) | 31.2 (42.9) | 0.361 |
| Total PA (min/day) | 191.7 (220.1) | 237.0 (205.3) | 0.101 |
| Psychological need satisfaction, mean (SD) | |||
| Autonomy | 3.1 (0.8) | 3.2 (0.9) | 1.916 |
| Competence | 2.8 (0.7) | 2.8 (0.8) | 1.860 |
| Relatedness | 3.0 (1.1) | 3.1 (1.0) | 0.158 |
| Total needsa | 3.0 (0.7) | 3.0 (0.7) | 0.735 |
| Exercise-related motivation, mean (SD) | |||
| Amotivation | 4.6 (0.5) | 4.6 (0.5) | 0.144 |
| Controlled motivationb | 2.4 (0.6) | 2.3 (0.6) | 0.436 |
| Autonomous motivationc | 3.9 (0.6) | 4.0 (0.6) | 0.377 |
SWA SenseWear Armband, PA Physical activity, MVPA Moderate-to-vigorous physical activity, SD standard deviation
*p < .05
acomposite variable of autonomy, competence and relatedness need satisfaction; b composite variable of external and introjected regulation; ccomposite variable of identified regulation and intrinsic motivation
Short- and long-term intervention effects on objectively assessed physical activity and sedentary time
| Intervention group | Reference group | Short-term intervention effect | Long-term intervention effect | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Baseline | Post | Follow-up | Baseline | Post | Follow-up | Main effect of time | 2 x 2 interactiona | ES | Main effect of time | 3 x 2 interactionb | ES | |
| Mean (SE) | Mean (SE) | Mean (SE) | Mean (SE) | Mean (SE) | Mean (SE) | F | F | d | F | F | d | |
| Steps (n/day) | ||||||||||||
| Weekdays | 9173.1 (203.0) | 10453.9 (207.7) | 9646.4 (226.5) | 10048.0 (446.7) | 9521.2 (458.7) | 10052.0 (460.1) | 2.938 | 16.403*** | 0.65 | 1.530 | 8.988*** | 0.48 |
| Weekend days | 9851.5 (247.9) | 11604.1 (290.9) | 10971.9 (325.2) | 9650.3 (548.2) | 10418.0 (644.5) | 9977.6 (646.8) | 12.188** | 1.730 | 0.21 | 6.744** | 1.229 | 0.18 |
| Average days | 9378.6 (188.7) | 10824.5 (197.7) | 10034.7 (223.3) | 9857.3 (416.4) | 9767.8 (436.2) | 9983.7 (456.4) | 12.674*** | 13.966*** | 0.60 | 6.187 | 7.830** | 0.45 |
| Sedentary time (≤1.8 MET) | ||||||||||||
| Weekdaysc | 1039.1 (0.0) | 994.5 (9.2) | 1012.5 (9.6) | 1039.1 (0.0) | 1008.9 (20.5) | 1044.4 (20.4) | 13.015*** | 0.389 | 0.10 | 5.672 | 1.002 | 0.16 |
| Weekend days | 1005.2 (10.0) | 949.3 (11.7) | 976.1 (11.7) | 997.5 (22.0) | 969.4 (25.7) | 987.0 (23.5) | 9.094** | 0.936 | 0.15 | 4.681 | 0.588 | 0.12 |
| Average days | 1035.1 (8.1) | 986.4 (8.6) | 1010.2 (9.5) | 1001.3 (17.7) | 969.7 (18.7) | 1001.1 (19.3) | 20.734*** | 0.972 | 0.16 | 10.345*** | 1.115 | 0.17 |
| Light PA (>1.8- < 3 MET) | ||||||||||||
| Weekdays | 64.1 (2.8) | 69.5 (2.9) | 68.0 (3.0) | 74.2 (6.1) | 73.7 (6.3) | 70.9 (6.1) | 0.217 | 1.506 | 0.20 | 0.372 | 0.744 | 0.14 |
| Weekend days | 94.5 (4.1) | 93.7 (4.3) | 102.9 (4.5) | 98.5 (9.1) | 89.1 (9.5) | 93.9 (9.1) | 0.954 | 0.685 | 0.13 | 0.781 | 0.819 | 0.14 |
| Average days | 73.1 (2.9) | 77.2 (3.0) | 78.4 (3.0) | 82.6 (6.2) | 77.8 (6.5) | 77.3 (6.1) | 0.116 | 2.734 | 0.26 | 0.009 | 1.673 | 0.21 |
| Moderate PA (>3- < 6 MET) | ||||||||||||
| Weekdays | 34.6 (2.2) | 50.5 (2.8) | 41.8 (2.9) | 47.4 (4.8) | 52.4 (6.1) | 51.4 (5.8) | 9.513** | 2.733 | 0.26 | 5.322** | 1.389 | 0.19 |
| Weekend days | 52.5 (3.5) | 69.9 (4.6) | 59.6 (4.5) | 55.1 (7.7) | 71.5 (10.1) | 64.6 (9.1) | 8.932** | 0.049 | 0.04 | 5.063** | 0.048 | 0.04 |
| Average days | 41.3 (2.5) | 57.3 (3.0) | 47.6 (3.0) | 51.3 (5.5) | 58.5 (6.6) | 54.8 (6.1) | 12.020** | 2.083 | 0.23 | 6.577** | 0.950 | 0.16 |
| Vigorous PA (≥6 MET) | ||||||||||||
| Weekdays | 1.7 (0.3) | 3.5 (0.4) | 3.2 (0.5) | 3.0 (0.6) | 2.5 (0.9) | 4.1 (0.9) | 1.791 | 4.704* | 0.35 | 2.889 | 2.625 | 0.26 |
| Weekend days | 1.4 (0.3) | 4.5 (0.6) | 4.0 (0.7) | 0.7 (0.6) | 2.8 (1.3) | 5.0 (1.4) | 12.733*** | 0.406 | 0.10 | 14.044*** | 1.095 | 0.17 |
| Average days | 1.6 (0.2) | 3.8 (0.4) | 3.3 (0.4) | 2.4 (0.6) | 2.6 (0.9) | 4.4 (0.9) | 6.928** | 3.008 | 0.28 | 8.285*** | 2.696 | 0.26 |
| MVPA (≥3 MET) | ||||||||||||
| Weekdaysd | 41.3 (0.0) | 60.3 (3.4) | 51.1 (3.1) | 41.3 (0.0) | 42.5 (7.6) | 43.3 (6.7) | 5.905* | 4.582* | 0.34 | 3.052 | 2.281 | 0.24 |
| Weekend days | 57.7 (3.8) | 81.2 (5.1) | 69.3 (5.0) | 56.1 (8.5) | 78.1 (11.1) | 79.1 (10.1) | 13.201*** | 0.063 | 0.04 | 8.870*** | 0.712 | 0.14 |
| Average days | 45.2 (2.6) | 65.3 (3.3) | 54.8 (3.2) | 56.4 (5.8) | 65.4 (7.2) | 64.3 (6.5) | 14.478*** | 2.316 | 0.24 | 8.190*** | 1.263 | 0.18 |
PA and sedentary time are expressed as minutes per day
PA Physical activity, MVPA Moderate-to-vigorous physical activity, MET Metabolic equivalent, ES Effect size, SE Standard error
*p < .05, **p < .01, ***p < .001
a2(time) x 2(group) interaction effect; b3(time) x 2(group) interaction effect; c adjusted for baseline weekday sedentary time; dadjusted for baseline weekday MVPA
Short- and long-term intervention effects on self-reported physical activity and sitting time
| Intervention group | Reference group | Short-term | Long-term | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Baseline | Post | Follow-up | Baseline | Post | Follow-up | Main effect | 2x2 interactiona | ES | Main effect | 3x2 interactionb | ES | |
| Mean (SE) | Mean (SE) | Mean (SE) | Mean (SE) | Mean (SE) | Mean (SE) | F | F | d | F | F | d | |
| Sitting weekc | 551.1 (0.0) | 477.9 (11.6) | 508.0 (12.4) | 551.1 (0.0) | 513.9 (25.9) | 504.5 (12.4) | 15.327*** | 1.549 | 0.19 | 8.461*** | 1.251 | 0.17 |
| Sitting weekend | 349.7 (10.1) | 305.4 (10.9) | 340.2 (12.6) | 299.7 (22.0) | 330.3 (22.1) | 316.3 (24.8) | 0.286 | 8.131** | 0.44 | 0.423 | 4.469* | 0.32 |
| Walkingd | 111.2 (0.0) | 127.6 (10.2) | 97.3 (11.3) | 111.2 (0.0) | 77.7 (22.7) | 50.5 (24.3) | 0.349 | 3.540 | 0.29 | 4.776** | 2.205 | 0.23 |
| Moderate PA | 43.2 (4.3) | 80.7 (5.8) | 58.9 (5.5) | 47.5 (9.4) | 64.1 (12.0) | 48.3 (10.5) | 13.790*** | 2.020 | 0.22 | 6.940** | 1.130 | 0.16 |
| Vigorous PA | 25.8 (2.8) | 69.5 (5.8) | 46.1 (4.7) | 30.8 (6.1) | 55.7 (12.0) | 55.3 (9.0) | 26.983*** | 2.056 | 0.22 | 17.384*** | 1.430 | 0.18 |
| Total PA | 194.8 (14.1) | 280.6 (12.7) | 205.9 (11.1) | 242.3 (31.5) | 254.9 (26.5) | 207.6 (21.4) | 7.873** | 3.729 | 0.29 | 7.522** | 1.943 | 0.21 |
PA and sitting time are expressed as minutes per day
PA Physical activity, SE Standard error, ES Effect size
*p < .05, **p < .01, ***p < .001
a2(time) x 2(group) interaction effect; b3(time) x 2(group) interaction effect; cadjusted for baseline weekday sitting; dadjusted for baseline walking
Short- and long-term intervention effects on participants meeting objectively assessed and self-reported MVPA and steps guidelines
| Intervention group | Reference group | Short-term | Long-term | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Baseline | Post | Follow-up | Baseline | Post | Follow-up | Main effect | 2x2 interactiona | ES | Main effect | 3x2 interactionb | ES | |
| % | % | % | % | % | % |
|
| d |
|
| d | |
| SWA-based PA | ||||||||||||
| Steps guidelinec, % meeting guideline | ||||||||||||
| Weekdays | 34 | 51 | 43 | 40 | 34 | 44 | 1.997 | 9.548** | 0.37 | 3.658 | 10.107** | 0.38 |
| Weekend days | 43 | 61 | 56 | 42 | 46 | 51 | 5.357* | 1.580 | 0.15 | 6.071* | 1.953 | 0.16 |
| Average days | 36 | 58 | 46 | 38 | 35 | 44 | 7.545** | 12.422*** | 0.42 | 8.041* | 13.910** | 0.45 |
| MVPA guidelined, % meeting guideline | ||||||||||||
| Weekdays | 50 | 67 | 66 | 60 | 62 | 63 | 4.949* | 2.804 | 0.20 | 5.617 | 2.787 | 0.20 |
| Weekend days | 63 | 72 | 69 | 43 | 62 | 58 | 8.751** | 0.883 | 0.11 | 10.034** | 1.048 | 0.12 |
| Average days | 55 | 76 | 71 | 53 | 69 | 63 | 21.261*** | 0.537 | 0.09 | 21.846*** | 0.721 | 0.10 |
| Self-reported PA | ||||||||||||
| MVPA guidelined, % meeting guideline | 61 | 83 | 76 | 63 | 66 | 81 | 10.167** | 6.163* | 0.29 | 15.406*** | 9.408** | 0.36 |
SWA SenseWear Armband, PA physical activity, MVPA moderate-to-vigorous physical activity, ES Effect size
*p < .05, **p < .01, ***p < .001
a2(time) x 2(group) interaction effect; b3(time) x 2(group) interaction effect; c ≥ 10,000 steps per day; d ≥ 30 min of daily moderate-to-vigorous physical activity
Short- and long-term intervention effects on psychological need satisfaction
| Intervention group | Reference group | Short-term | Long-term | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Baseline | Post | Follow-up | Baseline | Post | Follow-up | Main effect | 2x2 interactiona | ES | Main effect | 3x2 interactionb | ES | |
| Mean (SE) | Mean (SE) | Mean (SE) | Mean (SE) | Mean (SE) | Mean (SE) | F | F | d | F | F | d | |
| Need satisfaction (1–5) | ||||||||||||
| Autonomy | 3.05 (0.05) | 3.51 (0.05) | 3.43 (0.06) | 3.17 (0.11) | 3.32 (0.10) | 3.30 (0.12) | 21.517*** | 5.331* | 0.35 | 10.860*** | 3.002 | 0.26 |
| Competence | 2.80 (0.05) | 3.17 (0.05) | 2.96 (0.07) | 2.77 (0.10) | 2.77 (0.11) | 2.72 (0.13) | 6.820** | 6.803* | 0.40 | 3.889* | 3.894* | 0.30 |
| Relatedness | 3.03 (0.07) | 3.14 (0.07) | 2.92 (0.09) | 3.05 (0.15) | 3.06 (0.14) | 2.92 (0.18) | 0.538 | 0.332 | 0.09 | 1.806 | 0.227 | 0.07 |
| Total needsc | 2.96 (0.04) | 3.27 (0.04) | 3.11 (0.05) | 3.00 (0.09) | 3.05 (0.09) | 3.00 (0.11) | 10.260** | 5.085* | 0.34 | 5.664** | 3.060* | 0.27 |
SE Standard error, ES Effect size
*p < .05, **p < .01, ***p < .001
a2(time) x 2(group) interaction effect; b3(time) x 2(group) interaction effect; ccomposite variable of autonomy, competence and relatedness need satisfaction
Mediating effects of psychological need satisfaction on changes in objectively assessed daily step count
| Short-term (3 months) | Long-term (9 months) | |||||
|---|---|---|---|---|---|---|
| α-path | β-path | αβ-path | α-path | β-path | αβ-path | |
| Mediator variables | B (SE) | B (SE) | B (95% CI) | B (SE) | B (SE) | B (95% CI) |
| Need satisfaction | ||||||
| Autonomy | ||||||
| Weekday steps | 0.24 (0.15) | 620.97 (196.74)** | 151.57 (-0.47–421.36) | 0.37 (0.16)* | 410.34 (221.57) | 151.43 (13.64–419.73)* |
| Average day steps | 0.23 (0.15) | 436.83 (176.81)* | 100.83 (-3.33–76.86) | 0.36 (0.16)* | 538.01 (195.02)** | 195.68 (29.42–510.41)* |
| Competence | ||||||
| Weekday steps | 0.40 (0.17)* | 626.11 (168.59)*** | 249.93 (76.80–541.99)* | 0.34 (0.18) | 514.84 (198.98)* | 173.22 (20.86–454.86)* |
| Average day steps | 0.39 (0.17)* | 498.37 (151.38)** | 196.23 (50.97–433.38)* | 0.34 (0.18) | 576.19 (176.03)** | 194.44 (25.47–447.12)* |
| Relatedness | ||||||
| Weekday steps | 0.06 (0.19) | 517.67 (151.04)*** | 28.85 (-145.65–240.08) | 0.12 (0.21) | -63.58 (172.17) | -7.53 (-137.01–38.26) |
| Average day steps | 0.04 (0.19) | 365.89 (136.62) | 13.92 (-104.44–166.38) | 0.08 (0.22) | 88.76 (150.16) | 7.08 (-33.93–134.05) |
| Total needsa | ||||||
| Weekday steps | 0.23 (0.13) | 942.42 (212.80)*** | 219.59 (3.51–508.61)* | 0.27 (0.14)* | 431.44 (261.95) | 118.50 (9.61–366.94)* |
| Average day steps | 0.22 (0.14) | 695.09 (192.17)*** | 153.53 (0.65–394.47)* | 0.26 (0.14) | 646.93 (230.33)** | 168.41 (15.44–431.02)* |
α, estimate of the intervention effect on changes in the proposed mediators; β, estimate of the direct effect of changes in the proposed mediators on changes in daily step count while controlling for the intervention effect; αβ, estimate of the indirect effect of the intervention on changes in daily step count through the proposed mediators; 95% CI, 95% bias-corrected and accelerated confidence interval based on 2000 bootstrap resamples
B Unstandardized regression coefficient, SE Standard error
*p < .05, **p < .01, ***p < .001
acomposite variable of autonomy, competence and relatedness need satisfaction