| Literature DB >> 25987809 |
Ninfa C Peña-Purcell1, Luohua Jiang2, Marcia G Ory3, Ryan Hollingsworth2.
Abstract
Purpose. The aim of this exploratory study was to assess the efficacy of the "Wisdom, Power, Control" diabetes self-management education (DSME) program with regard to diabetes knowledge, self-efficacy, self-care, distress level, and A1C in an African-American population. Methods. A prospective, quasi-experimental, repeated-measure design was employed to measure these outcomes. Study participants were assessed at baseline, 6 weeks post-intervention, and at a 3-month A1C follow-up. Results. A total of 103 participants were recruited from the intervention counties, and 14 were identified from the control counties. At the post-test, participants in the intervention group reported a significantly higher level of diabetes knowledge (Δ = 9.2%, P <0.0001), higher self-efficacy (Δ = 0.60, P <0.0001), more self-care behaviors (Δ = 0.48, P <0.0001), lower distress level (Δ = -0.15, P = 0.05), and higher health status (Δ = 0.49, P = <0.0001). About 56% of the intervention group completed all six classes, and 25% attended five classes. Conclusions. Findings from this study demonstrate the initial success of translating a culturally adapted DSME program into rural African-American communities. The study highlights important lessons learned in the process of implementing this type of program in a real-world setting with a minority population.Entities:
Year: 2015 PMID: 25987809 PMCID: PMC4433078 DOI: 10.2337/diaspect.28.2.106
Source DB: PubMed Journal: Diabetes Spectr ISSN: 1040-9165
Research Design
| Week 0 | Week 6 | Week 12 | |||
| Intervention Group | Pre-test | Intervention | Post-test | 3-month A1C | |
| Wait-List Control Group | Pre-test | Post-test | 3-month A1C | Intervention |
Intervention Instruments
| Diabetes self-efficacy | How confident do you feel that you can eat your meals every 4 to 5 hours every day, including breakfast every day? How confident do you feel that you can follow your diet when you have to prepare or share food with other people who do not have diabetes? How confident do you feel that you can choose the appropriate foods to eat when you are hungry (for example, snacks?) How confident do you feel that you can exercise 15 to 30 minutes, 4 to 5 times a week? How confident do you feel that you can do something to prevent your blood glucose from dropping when you exercise? How confident do you feel that you know what to do when your blood glucose level goes higher or lower than it should be? How confident do you feel that you can judge when the changes in your illness mean you should visit the doctor? How confident do you feel that you can control your diabetes so that it does not interfere with the things you want to do? |
| Diabetes self-care | How many of the last 7 days have you followed a healthful eating plan? On average, over the past month, how many days per week have you followed your eating plan? On how many of the last 7 days did you eat 5 or more servings of fruits and vegetables? On how many of the last 7 days did you eat high-fat foods, such as red meat or full-fat dairy products? On how many of the last 7 days did you space your carbohydrates evenly through the day? On how many of the last 7 days did you participate in at least 30 minutes of physical activity? On how many of the last 7 days did you participate in a specific exercise session (such as swimming, walking, biking) other than what you do around the house or as part of your work? On how many of the last 7 days did you test your blood sugar? On how many of the last 7 days did you test your blood sugar the number of times recommended by your health care provider? On how many of the last 7 days did you check your feet? On how many of the last 7 days did you inspect the inside of your shoes? Have you smoked a cigarette—even one puff—during the past 7 days? If yes, how many cigarettes did you smoke on an average day? Number of cigarettes: |
| Psychological distress | During the last 30 days, about how often did you feel so depressed that nothing could cheer you up? During the last 30 days, about how often did you feel hopeless? During the last 30 days, about how often did you feel restless or fidgety? During the last 30 days, about how often did you feel that everything was an effort? During the last 30 days, about how often did you feel worthless? During the last 30 days, about how often did you feel nervous? |
Scale from 1 = “I don’t feel sure” to 4 = “I feel very sure.”
Scale from 1 = “None of the days” to 4 = “All of the days.”
Scale from 1 = “None of the time” to 4 = “Most of the time.”
Baseline Characteristics of “Wisdom, Power, Control” Participants
| Missing ( | Total ( | Treatment ( | Control ( | ||
| Age (years) | 3 | 63.3 (10.3) | 63.4 (10.3) | 58.6 (10.7) | 0.07 |
| Sex | 2 | 0.93 | |||
| Male | 23 (20.5) | 20 (20.4) | 3 (21.4) | ||
| Female | 89 (79.5) | 78 (79.6) | 11 (78.6) | ||
| Education | 5 | 0.007 | |||
| <High school graduate | 10 (9.2) | 6 (6.3) | 4 (28.6) | ||
| ≥High school graduate | 99 (90.8) | 89 (93.7) | 10 (71.4) | ||
| Income | 21 | 0.94 | |||
| <$20,000 | 42 (45.2) | 36 (45.0) | 6 (46.2) | ||
| ≥$20,000 | 51 (54.8) | 44 (55.0) | 7 (53.9) | ||
| Health Insurance | 5 | 0.12 | |||
| No | 16 (14.7) | 12 (12.6) | 4 (28.6) | ||
| Yes | 93 (85.3) | 83 (87.4) | 10 (71.4) | ||
| Worked for pay | 5 | 0.11 | |||
| No | 64 (58.7) | 59 (61.5) | 5 (38.5) | ||
| Yes | 45 (41.3) | 37 (38.5) | 8 (61.5) | ||
| Years of diabetes | 17 | 0.23 | |||
| <1 | 12 (12.4) | 12 (14.0) | 0 (0.0) | ||
| 1 to <5 | 27 (27.8) | 25 (29.1) | 2 (18.2) | ||
| ≥5 | 58 (59.8) | 49 (57.0) | 9 (81.8) |
Mean (SD).
P for χ2 test unless otherwise noted.
P for two-sample t test.
P for Fisher’s exact test.
Bivariate Associations Between Class Attendance and Baseline Characteristics
| Attended All Six Classes (Yes/No) | ||
| OR | ||
| Baseline self-efficacy | 1.34 | 0.31 |
| Baseline self-care | 1.81 | 0.14 |
| Baseline health status | 0.63 | 0.09 |
| Baseline distress | 1.00 | 0.99 |
| Baseline diabetes knowledge | 1.03 | 0.04 |
| Age | 1.02 | 0.41 |
| Female sex | 2.46 | 0.10 |
| Education ≥high school graduate | 1.87 | 0.48 |
| Income ≥$20,000 | 0.61 | 0.27 |
| Health insurance (Yes) | 1.24 | 0.73 |
| Worked for pay (Yes) | 0.38 | 0.03 |
| Years of diabetes | ||
| <1 (reference) | 1.00 | NA |
| 1 to <5 | 4.61 | 0.08 |
| ≥5 | 7.25 | 0.02 |
n = 100.
P from bivariate logistic regression model.
Changes in Key Outcome Variables in the Intervention Group
| Pre-Intervention | Post-Intervention | Change | |||
| Diabetes knowledge | |||||
| Mean (SD) | Mean (SD) | Mean (SD) | |||
| Percentage of correctly answered diabetes knowledge questions (overall) | 83 | 77.2 (17.9) | 86.3 (13.6) | 9.2 (16.6) | <0.0001 |
| Percentage of correctly answered diabetes knowledge questions (individual questions) | % | % | % | ||
| Frequency of eye exam | 87 | 95.4 | 97.7 | 2.3 | 0.63 |
| What is a normal A1C? | 75 | 70.7 | 94.7 | 24.0 | 0.0001 |
| Normal fasting blood glucose range | 79 | 84.8 | 96.2 | 11.4 | 0.01 |
| Symptoms of low blood glucose | 82 | 75.6 | 82.9 | 7.3 | 0.29 |
| Symptoms of high blood glucose | 81 | 46.9 | 42.0 | –4.9 | 0.61 |
| Frequency of foot check | 81 | 67.9 | 90.1 | 22.2 | 0.000 |
| What can treat low blood glucose? | 78 | 84.6 | 94.9 | 10.3 | 0.04 |
| Change in blood glucose when exercising | 77 | 72.7 | 79.2 | 6.5 | 0.36 |
| Food to raise blood glucose the most | 77 | 77.9 | 92.2 | 14.3 | 0.01 |
| Complication of diabetes | 78 | 93.6 | 97.4 | 3.8 | 0.45 |
| Self-efficacy | Mean (SD) | Mean (SD) | Mean (SD) | ||
| Self-efficacy overall score | 84 | 2.77 (0.69) | 3.36 (0.62) | 0.60 (0.73) | <0.0001 |
| Self-efficacy individual question scores | |||||
| Control diabetes so does not interfere | 84 | 3.01 (0.94) | 3.50 (0.78) | 0.49 (1.01) | <0.0001 |
| Prevent low glucose during exercise | 82 | 2.43 (1.20) | 3.55 (0.80) | 1.12 (1.31) | <0.0001 |
| Choose good food when hungry | 80 | 2.75 (0.99) | 3.39 (0.75) | 0.64 (1.14) | <0.0001 |
| Exercise 15–30 minutes 4-5 times a week | 80 | 2.78 (1.12) | 3.01 (1.08) | 0.24 (1.22) | 0.09 |
| Follow diet when cooking for others | 83 | 2.72 (1.00) | 3.31 (0.88) | 0.59 (1.23) | <0.0001 |
| Judge changes in illness and when to go to doctor | 80 | 3.13 (1.07) | 3.51 (0.84) | 0.39 (1.13) | 0.003 |
| Know if blood glucose is too low or high | 81 | 2.72 (1.18) | 3.59 (0.74) | 0.88 (1.19) | <0.0001 |
| Eat meal every 4–5 hours | 80 | 2.73 (1.14) | 3.19 (1.01) | 0.46 (1.31) | 0.0023 |
| Self-care | Mean (SD) | Mean (SD) | Mean (SD) | ||
| Self-Care overall score | 86 | 2.35 (0.51) | 2.83 (0.45) | 0.48 (0.55) | <0.0001 |
| Self-care individual question scores | |||||
| Followed eating plan in the past week | 85 | 2.34 (0.82) | 2.86 (0.66) | 0.52 (1.00) | <0.0001 |
| Checked blood glucose as often as should | 79 | 2.39 (1.23) | 3.11 (1.01) | 0.72 (1.21) | <0.0001 |
| Followed eating plan in the past month | 83 | 2.25 (0.70) | 2.83 (0.62) | 0.58 (0.81) | <0.0001 |
| Participated in 30 minutes of physical activity | 85 | 2.06 (0.92) | 2.68 (0.86) | 0.62 (1.02) | <0.0001 |
| Had 5 or more servings of fruits and vegetables | 84 | 2.31 (0.94) | 2.55 (0.91) | 0.24 (1.03) | 0.0363 |
| Inspected inside of shoes | 73 | 2.10 (1.22) | 2.73 (1.12) | 0.63 (1.29) | <0.0001 |
| Participated in specific exercise session | 86 | 1.88 (0.90) | 2.53 (0.99) | 0.65 (1.07) | <0.0001 |
| Spaced out carbohydrates during day | 80 | 2.05 (0.91) | 2.66 (0.83) | 0.61 (1.16) | <0.0001 |
| Frequency of checking blood glucose | 86 | 2.84 (1.19) | 3.43 (0.86) | 0.59 (1.14) | <0.0001 |
| Frequency of eating high-fat food | 84 | 2.99 (0.61) | 2.83 (0.71) | –0.15 (0.78) | 0.0740 |
| Self-care | Mean (SD) | Mean (SD) | Mean (SD) | ||
| Frequency of foot checking | 78 | 2.76 (1.13) | 3.05 (1.06) | 0.29 (1.19) | 0.0310 |
| Smoked cigarettes | 79 | 3.85 (0.60) | 3.71 (0.82) | –0.14 (0.76) | 0.1091 |
| Distress | Mean (SD) | Mean (SD) | Mean (SD) | ||
| Distress overall score | 75 | 1.61 (0.69) | 1.46 (0.58) | –0.15 (0.65) | 0.0546 |
| Distress individual question scores | |||||
| Felt nothing could cheer you up | 74 | 1.62 (0.95) | 1.35 (0.71) | –0.27 (0.82) | 0.0057 |
| Felt hopeless | 71 | 1.34 (0.72) | 1.18 (0.49) | –0.15 (0.67) | 0.0549 |
| Felt restless or fidgety | 73 | 1.77 (0.98) | 1.62 (0.81) | –0.15 (0.92) | 0.1674 |
| Felt everything was an effort | 73 | 1.86 (0.92) | 1.67 (0.88) | –0.19 (1.14) | 0.1544 |
| Felt worthless | 72 | 1.35 (0.73) | 1.21 (0.58) | –0.14 (0.63) | 0.0675 |
| Felt nervous | 76 | 1.71 (0.91) | 1.63 (0.85) | -0.08 (1.00) | 0.4949 |
| Health status | Mean (SD) | Mean (SD) | Mean (SD) | ||
| Health status overall score | 79 | 3.22 (0.78) | 2.72 (0.68) | 0.49 (0.89) | <0.0001 |
| A1C | |||||
| All participants with A1C reported | 47 | 7.31 (1.81) | 7.46 (1.48) | 0.15 (1.40) | 0.46 |
| A1C among those with baseline A1C ≥8%) | 9 | 10.59 (1.44) | 9.41 (1.76) | –1.18 (2.01) | 0.12 |
P for paired t test unless otherwise noted.
P for McNemar’s test.