| Literature DB >> 28500215 |
Elizabeth K Ely1, Stephanie M Gruss2, Elizabeth T Luman2, Edward W Gregg2, Mohammed K Ali2,3, Kunthea Nhim2, Deborah B Rolka2, Ann L Albright2.
Abstract
OBJECTIVE: To assess participant-level results from the first 4 years of implementation of the National Diabetes Prevention Program (National DPP), a national effort to prevent type 2 diabetes in those at risk through structured lifestyle change programs. RESEARCH DESIGN AND METHODS: Descriptive analysis was performed on data from 14,747 adults enrolled in year-long type 2 diabetes prevention programs during the period February 2012 through January 2016. Data on attendance, weight, and physical activity minutes were summarized and predictors of weight loss were examined using a mixed linear model. All analyses were performed using SAS 9.3.Entities:
Mesh:
Year: 2017 PMID: 28500215 PMCID: PMC5606310 DOI: 10.2337/dc16-2099
Source DB: PubMed Journal: Diabetes Care ISSN: 0149-5992 Impact factor: 19.112
Figure 1Flowchart of study inclusion/exclusion criteria.
Characteristics of eligible* participants enrolled† in the lifestyle change program
| All eligible participants, | Participants not meeting the threshold, | Participants meeting the threshold, | ||
|---|---|---|---|---|
| Sex | <0.9674 | |||
| Male | 19.7% | 19.7% | 19.7% | |
| Female | 80.3% | 80.3% | 80.3% | |
| Age-group (years) | <0.0001 | |||
| 18–44 | 19.9% | 28.1% | 18.6% | |
| 45–64 | 56.0% | 55.3% | 56.1% | |
| 65+ | 24.2% | 16.6% | 25.3% | |
| Average age (years) | 55.1 | 52.0 | 55.6 | |
| Race/ethnicity | <0.0001 | |||
| Hispanic | 10.0% | 17.3% | 8.9% | |
| Non-Hispanic white only | 44.9% | 26.4% | 47.7% | |
| Non-Hispanic black only | 13.8% | 16.2% | 13.4% | |
| Other | 31.3% | 40.1% | 30.0% | |
| Baseline BMI (kg/m2) | 0.7831 | |||
| <25 (normal) | 2.8% | 2.7% | 2.8% | |
| 25–29 (overweight) | 22.5% | 22.9% | 22.4% | |
| ≥30 (obese) | 74.8% | 74.4% | 74.8% | |
| Eligibility category | 0.0170 | |||
| Entered program with blood test or history of GDM | 63.7% | 66.1% | 63.4% | |
| Entered program with risk test only | 36.3% | 33.9% | 36.6% | |
| Average initial weight (kg) | 96.8 | 96.5 | 96.8 | 0.5217 |
| Average number of days in the program | 172 | 12 | 197 | <0.0001 |
*A participant’s eligibility was based on the results of a blood-based test (A1C, FBG, or OGTT), their score on the CDC’s or the ADA’s prediabetes risk test, or a history of GDM.
†Participants must have been enrolled between February 2012 and January 2015 in a program that held sessions for at least 12 months after their enrollment and attended at least one session.
‡Participants who attended less than four sessions.
§Participants who attended four or more sessions.
‖Results are based on Pearson χ2 test for categorical variables and two-sample Student t test for continuous variables.
**Median initial weights were 93.4 kg overall, 92.9 kg for those not meeting the threshold, and 93.4 kg for those meeting the threshold.
††Median number of days in the program was 134 overall, 7 for those not meeting the threshold, and 182 for those meeting the threshold.
Figure 2A: Number of eligible participants enrolled in the lifestyle change program, by number of months in the program. Median number of months attended was 5. B: Number of eligible participants enrolled in the lifestyle change program, by number of sessions attended. Median number of sessions attended was 14. A participant’s eligibility was based on the results of a blood-based test (A1C, FBG, or OGTT), their score on the CDC’s or the ADA’s prediabetes risk test, or a history of GDM. Participants must have been enrolled between February 2012 and January 2015 in a program that held sessions for at least 12 months after their enrollment and attended at least one session. Number of months in the program is calculated as the number of days from first session attended to last session attended, divided by 365, multiplied by 12, and rounded. A person attending only the first session offered is said to have attended only month 1 of the program.
Participants’ attendance and percent body weight lost (unadjusted) by number of sessions attended among eligible* participants enrolled† in the lifestyle change program
| Percent of body weight lost from first to last session attended among those reporting at least 2 weights (94.2% of 14,747) | Percent achieving weight loss goal of ≥5%, | Odds ratios for meeting 5% goal | |||||
|---|---|---|---|---|---|---|---|
| Sessions attended, | All eligible participants, | Participants not meeting the threshold, | Participants meeting the threshold, | ||||
| Median (25th, 75th) | Median (25th, 75th) | Median (25th, 75th) | Median (25th, 75th) | ||||
| Total | 14 (7, 19) | 3.1 (0.8, 6.7) | 0.4 (+0.3, 1.2) | 3.6 (1.1, 7.1) | 35.5 | ||
| Sex | |||||||
| Male | 14 (8, 19) | 3.8 (1.1, 7.4) | 0.4 (+0.2, 1.4) | 4.1 (1.4, 7.7) | 40.0 | — | — |
| Female | 14 (7, 19) | 3.0 (0.7, 6.5) | 0.4 (+0.3, 1.2) | 3.4 (1.0, 6.9) | 34.5 | 0.788 | <0.0001 |
| Age group (years) | |||||||
| 18–44 | 12 (5, 16) | 2.2 (0.3, 5.4) | 0.3 (+0.5, 1.1) | 2.7 (0.5, 5.9) | 27.5 | — | — |
| 45–64 | 14 (7, 18) | 3.1 (0.8, 6.7) | 0.4 (+0.1, 1.3) | 3.5 (1.1, 7.0) | 35.0 | 1.422 | 0.8756 |
| 65+ | 16 (10, 20) | 4.1 (1.4, 7.6) | 0.4 (+0.2, 1.1) | 4.4 (1.8, 7.9) | 43.1 | 1.999 | <0.0001 |
| Race/ethnicity | |||||||
| Hispanic | 11 (4, 16) | 2.5 (0.5, 5.9) | 0.4 (+0.4, 1.3) | 3.0 (0.9, 6.5) | 30.8 | 0.583 | 0.1352 |
| Non-Hispanic/white only | 16 (10, 20) | 4.1 (1.4, 7.8) | 0.5 (+0.3, 1.3) | 4.4 (1.7, 8.0) | 43.2 | — | — |
| Non-Hispanic/black only | 13 (7, 18) | 2.2 (0.3, 5.3) | 0.4 (0.0, 1.3) | 2.6 (0.5, 5.7) | 27.1 | 0.489 | <0.0001 |
| Other | 12 (6, 16) | 2.6 (0.4, 5.7) | 0.4 (+0.2, 1.1) | 3.0 (0.8, 6.3) | 29.1 | 0.540 | <0.0001 |
| Baseline BMI (kg/m2) | |||||||
| <25 | 14 (7, 19) | 2.8 (0.8, 6.0) | 0.9 (0.0, 1.4) | 3.2 (0.9, 6.1) | 30.8 | — | — |
| 25–29 | 14 (8, 19) | 3.4 (0.9, 6.8) | 0.5 (0.0, 1.2) | 3.8 (1.2, 7.1) | 37.2 | 1.352 | 0.0115 |
| ≥30 | 14 (8, 19) | 3.1 (0.8, 6.8) | 0.4 (+0.3, 1.2) | 3.6 (1.1, 7.2) | 35.9 | 1.289 | 0.1030 |
| Eligibility category | |||||||
| Entered program with blood test/history of GDM | 14 (7, 19) | 3.2 (0.8, 6.8) | 0.4 (+0.2, 1.3) | 3.7 (1.2, 7.1) | 36.1 | — | — |
| Entered program on risk test only | 14 (8, 18) | 3.0 (0.7, 6.6) | 0.3 (+0.3, 1.1) | 3.4 (1.0, 7.0) | 34.6 | 0.938 | 0.0834 |
*A participant’s eligibility was based on the results of a blood-based test (A1C, FBG, or OGTT), their score on the CDC’s or the ADA’s prediabetes risk test, or a history of GDM.
†Participants must have been enrolled between February 2012 and January 2015 in a program that held sessions for at least 12 months after their enrollment and attended at least one session.
‡Among all eligible participants who attended at least one session.
§Among all eligible participants who reported at least two weights.
‖Participants who attended less than four sessions.
¶Participants who attended four or more sessions.
#Results are based on Pearson χ2 test for categorical variables and two-sample Student t test for continuous variables.
**Reference group for bivariate analysis.
Figure 3A: Median percent weight change (among participants with at least two recorded weights [94.2%]) by number of sessions attended for eligible participants enrolled in a lifestyle change program. B: Median number of weekly physical activity minutes (among participants who reported physical activity minutes [87.7%]) by number of sessions attended for eligible participants enrolled in a lifestyle change program. A participant’s eligibility was based on the results of a blood-based test (A1C, FBG, or OGTT), their score on the CDC’s or the ADA’s prediabetes risk test, or a history of GDM. Participants must have been enrolled between February 2012 and January 2015 in a program that held sessions for at least 12 months after their enrollment and attended at least one session. ‖, the vertical reference line indicates the 5% weight loss goal (A) and 150-min physical activity goal (B).
Percent body weight lost (unadjusted), by program attendance, as reported by eligible* participants enrolled† in the lifestyle change program
| Percent of body weight lost from first to last session attended among those reporting at least 2 weights, | ||||
|---|---|---|---|---|
| 1–6 months in the program, | 7–12 months in the program, | |||
| 2–16 sessions attended, | 17+ sessions attended, | 2–16 sessions attended, | 17+ sessions attended, | |
| Median (25th, 75th) | Median (25th, 75th) | Median (25th, 75th) | Median (25th, 75th) | |
| Total | 1.9 (0.3, 4.2) | 5.7 (3.1, 8.8) | 3.2 (0.8, 6.5) | 6.0 (2.7, 10.1) |
| Sex | ||||
| Male | 2.4 (0.5, 4.9) | 6.3 (4.0, 10.6) | 3.5 (0.7, 6.9) | 6.6 (3.3, 10.6) |
| Female | 1.8 (0.2, 4.1) | 5.6 (2.8, 8.4) | 3.1 (0.8, 6.3) | 5.9 (2.6, 9.9) |
| Age-group (years) | ||||
| 18–44 | 1.4 (0.0, 3.6) | 3.7 (1.9, 7.4) | 2.6 (0.0, 6.1) | 5.3 (2.0, 9.7) |
| 45–64 | 1.9 (0.4, 4.2) | 5.8 (3.3, 9.0) | 3.1 (0.7, 6.5) | 5.9 (2.5, 10.1) |
| 65+ | 2.4 (0.6, 4.7) | 6.1 (3.1, 9.5) | 3.5 (1.1, 6.9) | 6.4 (3.3, 10.1) |
| Race/ethnicity | ||||
| Hispanic | 1.5 (0.3, 4.1) | 6.1 (4.9, 7.7) | 2.8 (0.6, 7.2) | 5.5 (2.4, 9.7) |
| Non-Hispanic/white only | 2.3 (0.6, 4.7) | 5.5 (2.7, 8.8) | 3.5 (1.0, 7.0) | 6.6 (3.3, 11.0) |
| Non-Hispanic/black only | 1.1 (0.0, 3.0) | 4.7 (1.6, 6.7) | 2.7 (0.6, 5.5) | 4.9 (1.8, 8.3) |
| Other | 1.8 (0.2, 4.1) | 6.1 (3.1, 10.2) | 3.0 (0.6, 5.9) | 5.3 (1.8, 9.0) |
| Baseline BMI (kg/m2) | ||||
| <25 | 1.9 (0.0, 4.2) | 4.3 (1.5, 5.7) | 2.2 (0.7, 5.3) | 5.0 (2.1, 7.9) |
| 25–29 | 2.0 (0.4, 4.5) | 5.7 (2.8, 8.4) | 3.4 (0.6, 6.6) | 5.9 (2.9, 9.4) |
| ≥30 | 1.9 (0.3, 4.2) | 5.8 (3.1, 8.9) | 3.1 (0.8, 6.5) | 6.2 (2.7, 10.4) |
| Eligibility category | ||||
| Entered program with blood test/history of GDM | 1.9 (0.4, 4.3) | 5.7 (2.9, 8.8) | 3.2 (0.9, 6.7) | 6.1 (2.8, 9.9) |
| Entered program on risk test only | 1.9 (0.2, 4.1) | 5.8 (3.4, 8.7) | 3.1 (0.6, 6.2) | 6.0 (2.5, 10.4) |
*A participant’s eligibility was based on the results of a blood-based test (A1C, FBG, or OGTT), their score on the CDC’s or the ADA’s prediabetes risk test, or a history of GDM.
†Participants must have been enrolled between February 2012 and January 2015 in a program that held sessions for at least 12 months after their enrollment and attended at least one session.
Weekly physical activity minutes, overall and by program phase, as reported by eligible* participants enrolled† in the lifestyle change program
| Weekly physical activity minutes, | Weekly physical activity minutes recorded during months 1–6, | Weekly physical activity minutes recorded during months 7–12, | Percent achieving physical activity goal of 150 min/week, | Odds ratios | ||
|---|---|---|---|---|---|---|
| Median (25th, 75th) | Median (25th, 75th) | Median (25th, 75th) | ||||
| Total | 128 (66, 203) | 128 (65, 203) | 150 (71, 240) | 41.8 | ||
| Sex | ||||||
| Male | 154 (84, 244) | 153 (84, 244) | 165 (86, 297) | 52.3 | — | — |
| Female | 123 (63, 195) | 122 (62, 194) | 150 (70, 232) | 39.2 | 0.589 | <0.0001 |
| Age-group (years) | ||||||
| 18–44 | 113 (55, 177) | 113 (55, 175) | 145 (73, 211) | 34.3 | — | — |
| 45–64 | 124 (62, 200) | 123 (61, 199) | 150 (69, 240) | 40.2 | 1.284 | 0.0127 |
| 65+ | 150 (86, 229) | 150 (86, 230) | 150 (75, 253) | 50.9 | 1.979 | <0.0001 |
| Race/ethnicity | ||||||
| Hispanic | 144 (77, 209) | 144 (77, 211) | 149 (68, 240) | 47.3 | 0.952 | <0.0001 |
| Non-Hispanic/white only | 146 (88, 220) | 147 (87, 220) | 150 (85, 240) | 48.6 | — | — |
| Non-Hispanic/black only | 122 (63, 205) | 119 (60, 196) | 173 (109, 329) | 39.9 | 0.703 | 0.1256 |
| Other | 98 (42, 168) | 99 (42, 170) | 60 (0, 172) | 30.7 | 0.469 | <0.0001 |
| Baseline BMI (kg/m2) | ||||||
| <25 | 161 (93, 271) | 158 (93, 259) | 183 (130, 360) | 54.8 | — | — |
| 25–29 | 142 (76, 218) | 141 (75, 218) | 150 (60, 248) | 46.6 | 0.721 | 0.7132 |
| ≥30 | 123 (62, 197) | 123 (61, 196) | 150 (73, 232) | 39.8 | 0.546 | <0.0001 |
| Eligibility category | ||||||
| Entered program with blood test/history of GDM | 130 (68, 205) | 129 (67, 204) | 150 (75, 240) | 42.2 | — | — |
| Entered program on risk test only | 127 (63, 200) | 128 (62, 200) | 150 (68, 240) | 41.0 | 0.949 | 0.1611 |
*A participant’s eligibility was based on the results of a blood-based test (A1C, FBG, or OGTT), their score on the CDC’s or the ADA’s prediabetes risk test, or a history of GDM.
†Participants must have been enrolled between February 2012 and January 2015 in a program that held sessions for at least 12 months after their enrollment and attended at least one session.
‡Among all eligible participants who reported physical activity minutes at one or more sessions.
§Among all eligible participants who reported physical activity minutes at one or more sessions in months
1–6.
‖Among all eligible participants who reported physical activity minutes at one or more sessions in months
7–12.
¶Odds of achieving average weekly physical activity minutes of 150.
#Results are based on Pearson χ2 test for categorical variables and two-sample Student t test for continuous variables.
**Reference group for bivariate analysis.