| Literature DB >> 25678325 |
Fabio A Almeida1, Wen You, Samantha M Harden, Kacie C A Blackman, Brenda M Davy, Russell E Glasgow, Jennie L Hill, Laura A Linnan, Sarah S Wall, Jackie Yenerall, Jamie M Zoellner, Paul A Estabrooks.
Abstract
OBJECTIVE: To determine the effectiveness of an individually targeted Internet-based intervention with monetary incentives (INCENT) at reducing weight of overweight and obese employees when compared with a less-intensive intervention (Livin' My Weigh [LMW]) 6 months after program initiation.Entities:
Keywords: behavioral intervention; e-mail; incentives; obesity; worksite
Mesh:
Year: 2015 PMID: 25678325 PMCID: PMC4380658 DOI: 10.1002/oby.20899
Source DB: PubMed Journal: Obesity (Silver Spring) ISSN: 1930-7381 Impact factor: 5.002
Participant baseline characteristics at worksite level by group
| Variable | INCENT | LMW | Overall | Difference |
|---|---|---|---|---|
| 789 | 1001 | 1790 | ||
| Age, mean (SD) | 45.68(3.30) | 48.24(2.78) | 46.96(3.26) | −2.56 |
| Female,% (SD) | 80.21(10.84) | 67.43(25.02) | 73.82(20.01) | 12.78 |
| Caucasian,% (SD) | 72.66(20.60) | 81.97(22.78) | 77.32(21.83) | −9.31 |
| African American,% (SD) | 24.02(20.99) | 14.26(22.15) | 19.14(21.75) | 9.76 |
| Other race,% (SD) | 3.32(2.23) | 3.77(2.77) | 3.55(2.48) | −0.45 |
| Hispanic or Latino,% (SD) | 2.04(2.62) | 3.03(3.42) | 2.54(3.03) | −0.99 |
| Education level,% (SD) | ||||
| Less than High school | 1.66(2.96) | 1.96(3.40) | 1.81(3.13) | −0.31 |
| High school graduate | 12.98(11.31) | 16.19(14.50) | 14.58(12.86) | −3.21 |
| Some college | 37.66(10.91) | 29.09(12.45) | 33.37(12.28) | 8.57 |
| College graduate | 33.25(11.27) | 33.76 (14.26) | 33.50(12.62) | −0.50 |
| Post graduate/professional | 14.46(13.26) | 19.00(16.00) | 16.73(14.60) | −4.54 |
| Annual household income,% (SD) | ||||
| Less than $15,000 | 1.10(1.71) | 1.16(1.45) | 1.13(1.56) | −0.06 |
| $15,000-$29,999 | 13.38(10.51) | 11.13(7.22) | 12.25(8.92) | 2.25 |
| $30,000-$49,999 | 25.16(8.71) | 23.93(10.39) | 24.55(9.43) | 1.23 |
| $50,000-$99,999 | 38.59(5.19) | 40.98(10.65) | 39.79(8.31) | −2.38 |
| $100,000 or more | 21.77(14.36) | 22.80(14.27) | 22.29(14.06) | −1.03 |
| Health literacy, mean(SD) | 13.38(0.41) | 13.22(0.59) | 13.30(0.50) | 0.16 |
| No children in household, % (SD) | 45.74(7.42) | 49.78(9.00) | 47.76(8.35) | −4.04 |
| Years at workplace, mean(SD) | 8.12(3.00) | 11.38(2.98) | 9.75(3.37) | −3.26 |
| Occupation,% (SD) | ||||
| Professional | 32.42(15.66) | 31.74(17.50) | 32.08(16.29) | 0.68 |
| Manager | 11.28(4.27) | 17.01(6.27) | 14.14(6.02) | −5.74 |
| Sales | 9.97(18.90) | 5.15(8.54) | 7.56(14.60) | 4.82 |
| Service Industry | 3.60(4.14) | 3.35(4.46) | 3.48(4.14) | 0.25 |
| Standard Office | 21.63(10.63) | 18.03(8.38) | 19.83(9.57) | 3.60 |
| Equipment, Transportation operator, manufacturing | 5.66(13.74) | 8.91(14.11) | 7.29(13.76) | −3.25 |
| Other | 15.44(10.35) | 15.80(7.95) | 15.62(9.06) | −0.37 |
| Comfortable with Internet, mean(SD) | 3.34(0.20) | 3.51(0.22) | 3.43(0.22) | −0.17 |
| Comfortable with email, mean(SD) | 3.35(0.24) | 3.52(0.23) | 3.43(0.24) | −0.18 |
| Arthritis,% (SD) | 14.15(5.49) | 18.95(6.96) | 16.55(6.62) | −4.79 |
| Heart Disease, % (SD) | 1.92(1.90) | 3.85(2.93) | 2.89(2.62) | −1.93 |
| High Blood Pressure,% (SD) | 28.27(10.32) | 33.26(7.16) | 30.77(9.08) | −4.98 |
| Meeting PA Recommendations,% | 10.16(4.16) | 6.78(2.37) | 8.47(3.74) | 3.38 |
p<0.05
p<0.01
p<0.001
The focus of daily e-mails by day of the week and content examples by program cycle
| Week Day | A Better Way | Climb the Hill | Become the | Automatic Habits |
|---|---|---|---|---|
| Monday: | Highlights | Highlights | Highlights people | Highlights long |
| Tuesday: | Safe and slow | Additional | Explores worksite | Advocating for |
| Wednesday: | The | Quick, easy, and | Explore worksite | Advocating for |
| Thursday: | Personal | Obstacles that | Obstacles to | Successfully |
| Friday: | Based on | Based on | Based on research | Based on research |
| Saturday: | The | Maintaining | Methods to | Methods to change |
| Sunday: | Goal setting, | Goal setting, | Goal setting, | Goal setting, weekly |
Figure 2The Health Spot™
The 6-month Effect: Time and Group by Time Effect (Intention to Treat)
| Outcome (N)[ICC] | Baseline M(SD) | 6-Month | Time Effect | Group by Time |
|---|---|---|---|---|
| 207.61(45.08) | 205.74(45.33) | −1.86 | −0.97(0.73) | |
| INCENT (872) | 206.04(44.04) | 203.77(44.17) | −2.27 | |
| LMW (631) | 209.77(46.44) | 208.47(46.79) | −1.30 | |
| 33.36(6.41) | 33.07(6.49) | −0.29 | −0.16(0.12) | |
| INCENT (870) | 33.26(6.39) | 32.90(6.49) | −0.36 | |
| LMW (629) | 33.51(6.44) | 33.31(6.50) | −0.20 | |
| 3.09(1.47) | 3.33(1.52) | 0.24 | 0.20 | |
| INCENT (870) | 3.01(1.44) | 3.33(1.51) | 0.32 | |
| LMW (630) | 3.21(1.51) | 3.33(1.54) | 0.12 | |
| 95.28(20.58) | 89.31(20.54) | −5.96 | −0.22(0.92) | |
| INCENT (868) | 95.48(21.01) | 89.43(21.31) | −6.05 | |
| LMW (622) | 94.99(19.99) | 89.16(19.43) | −5.83 | |
| 26.56(7.80) | 24.37(7.70) | −2.19 | −0.07(0.34) | |
| INCENT (868) | 26.31(7.81) | 24.09(7.86) | −2.21 | |
| LMW (622) | 26.91(7.78) | 24.77(7.47) | −2.14 | |
| 262.07(73.61) | 242.70(72.96) | −19.37 | −0.71(2.98) | |
| INCENT (868) | 260.71(73.96) | 241.04(74.50) | −19.67 | |
| LMW (622) | 263.98(73.14) | 245.02(70.74) | −18.96 | |
| 11.56(4.85) | 12.31(5.05) | 0.75 | 0.58 | |
| INCENT (870) | 11.25(4.72) | 12.25(4.96) | 1.00 | |
| LMW (630) | 11.98(4.99) | 12.40(5.16) | 0.42 | |
| 191.77(218.79) | 164.66(204.50) | −27.11 | 1.66(8.63) | |
| INCENT (872) | 188.92(208.64) | 162.50(199.53) | −26.42 | |
| LMW (631) | 195.71(232.19) | 167.63(211.30) | −28.08 | |
| 27.65(18.05) | 28.81(17.87) | 1.16 | 1.19(0.97) | |
| INCENT (866) | 28.19(18.11) | 29.85(18.10) | 1.66 | |
| LMW (629) | 26.90(17.95) | 27.38(17.46) | 0.47(0.84) | |
| 18.39(47.11) | 26.06(56.32) | 7.67 | 3.31(2.33) | |
| INCENT (863) | 17.88(45.05) | 26.93(55.73) | 9.06 | |
| LMW (623) | 19.10(49.86) | 24.85(57.15) | 5.74 | |
| 45.34(82.42) | 66.00(98.94) | 20.66 | 4.51(5.60) | |
| INCENT (861) | 45.05(82.61) | 67.60(99.96) | 22.55 | |
| LMW (619) | 45.75(82.21) | 63.79(97.54) | 18.04 | |
| 0.00(0.00) | 12.51(33.09) | 12.51 | 4.90(3.01) | |
| INCENT (872) | 0.00(0.00) | 14.56(35.29) | 14.56 | |
| LMW (631) | 0.00(0.00) | 9.67(29.57) | 9.67 | |
| 9.93(29.92) | 12.60(33.20) | 2.67 | 2.96 | |
| INCENT (870) | 8.39(27.74) | 12.30(32.86) | 3.91 | |
| LMW (630) | 12.06(32.60) | 13.02(33.67) | 0.95(0.91) | |
| 17.79(38.25) | 25.10(43.37) | 7.32 | 0.14(1.83) | |
| INCENT (868) | 18.55(38.89) | 25.92(43.85) | 7.37 | |
| LMW (622) | 16.72(37.35) | 23.95(42.72) | 7.23 | |
| 11.84(32.32) | 18.03(38.46) | 6.19 | 1.82(1.76) | |
| INCENT (863) | 11.70(32.16) | 18.66(38.98) | 6.95 | |
| LMW (623) | 12.04(32.57) | 17.17(37.75) | 5.14 | |
| 12.16(32.70) | 17.84(38.30) | 5.68 | 0.87(2.22) | |
| INCENT (861) | 12.08(32.61) | 18.12(38.54) | 6.04 | |
| LMW (619) | 12.28(32.84) | 17.45(37.98) | 5.17 |
Note: Other control variables included in models: PA Rec (not in the four physical activity outcome models), Arthritis[40], Heart Disease[40], High Blood Pressure[40], Uncomfortable with Internet, Age[11,39], Female[11,39], White[11,39], Black[11,39], Hispanic[11,39], Occupation[11,39], Income[11,39], Tenure and Health Literacy[11,39].
All models were estimated using mixed linear regression model with cluster robust standard errors to take into account the clustering at the worksite level
*p<0.05 **p<0.01 **p<0.001
Figure 1Worksite and participant flow diagram