| Literature DB >> 29729134 |
Debra Griffie1, Lynn James2, Stephan Goetz2, Brandon Balotti2, Yau-Huo Shr2,3, Marilyn Corbin2, Timothy W Kelsey2.
Abstract
INTRODUCTION: Many diabetes education programs address the problem of diabetes, but little attention is given to the economic impact of such programs. Our objective was to assess the effectiveness of a community-based education program in improving diabetes-related lifestyle behaviors and biomarkers and ascertain the economic benefits of the program for adults aged 18 years or older with type 2 diabetes, prediabetes, or no diagnosis of diabetes in Pennsylvania.Entities:
Mesh:
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Year: 2018 PMID: 29729134 PMCID: PMC5951670 DOI: 10.5888/pcd15.170407
Source DB: PubMed Journal: Prev Chronic Dis ISSN: 1545-1151 Impact factor: 2.830
Selected Self-Reported Data on Basic Knowledge, Attitude, and Behavior, Lifestyle Questionnaire Administered by Pennsylvania State University Extension’s Dining With Diabetes Program, October 2012–June 2015a
| Impact of Program | No. of Respondents | Baseline, % or no. | 3-Month Follow-Up, % or no. |
|
|---|---|---|---|---|
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| ||||
| Can explain your HbA1c result to someone else somewhat well or very well | 1,676 | 67.2% | 86.3% | <.001 |
| Can explain your blood pressure result to someone else somewhat well or very well | 1,790 | 79.8% | 89.3% | <.001 |
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| Agree or strongly agree that I feel confident I can keep my diabetes under control | 1,448 | 57.6% | 66.7% | <.001 |
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| Did not forget to take a pill or injection during the last 7 days | 1,608 | 81.0% | 80.9% | .19 |
| Disagree or strongly disagree that sometimes I am careless about taking my medicines | 1,713 | 70.8% | 73.4% | .06 |
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| ||||
| Average no. of days per week exercised for 20 min or more | 1,702 | 2.9 | 3.4 | <.001 |
| Average no. of days per week ate a variety of fruits and vegetables | 1,717 | 5.1 | 5.4 | <.001 |
Baseline data were collected from 2,738 participants and 3-month follow-up data from 1,936 participants. Data were analyzed only for participants who completed the baseline questionnaire and the 3-month follow-up questionnaire (Appendix). The program consisted of 4 weekly in-depth classes and a follow-up class conducted 3 months after the fourth in-depth class. The baseline questionnaire was administered during the first in-depth class.
Determined by Wilcoxon signed rank test.
Determined by McNemar test.
Determined by paired-samples t test.
Figure 1Follow-up HbA1c compared with baseline HbA1c for participants with uncontrolled diabetes at baseline, Pennsylvania State University Extension’s Dining With Diabetes Program, October 2012–June 2015. Each point represents a study participant. Points below the diagonal line indicate a participant with a decrease in HbA1c, whereas points above the line indicate a participant with an increase in HbA1c. A point in the shaded areas indicates that a decrease was large enough to move the participant into a new, lower category of diabetes. The following categories of diabetes status were used: no diabetes (HbA1c <5.7), prediabetes (HbA1c 5.7–6.4), controlled diabetes (HbA1c 6.5–7.0), and uncontrolled diabetes (HbA1c >7.0).
Figure 2Number of participants in each diabetes category, determined by HbA1c measurements, at baseline and follow-up, Pennsylvania State University Extension’s Dining With Diabetes Program, October 2012–June 2015. The following categories of diabetes status were used: no diabetes (HbA1c <5.7), prediabetes (HbA1c 5.7–6.4), controlled diabetes (HbA1c 6.5–7.0), and uncontrolled diabetes (HbA1c >7.0).
Mean Values for Blood Pressure and HbA1c Measurements, Pennsylvania State University Extension’s Dining With Diabetes Program, October 2012–June 2015a
| Biomarker by Diabetes Status | No. of Participants With Baseline and 3-Month Follow-Up Measurements | Baseline | 3-Month Follow-Up |
|
|---|---|---|---|---|
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| Systolic blood pressure, mm Hg | 262 | 135.0 | 127.9 | <.001 |
| Diastolic blood pressure, mm Hg | 262 | 77.8 | 74.3 | <.001 |
| HbA1c | 257 | 5.3 | 5.7 | <.001 |
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| Systolic blood pressure, mm Hg | 590 | 137.2 | 132.2 | <.001 |
| Diastolic blood pressure, mm Hg | 590 | 75.8 | 74.0 | <.001 |
| HbA1c | 604 | 6.1 | 6.1 | .11 |
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| Systolic blood pressure, mm Hg | 328 | 138.1 | 135.2 | .005 |
| Diastolic blood pressure, mm Hg | 328 | 75.6 | 74.8 | .16 |
| HbA1c | 328 | 6.7 | 6.7 | .53 |
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| Systolic blood pressure, mm Hg | 588 | 141.1 | 136.4 | <.001 |
| Diastolic blood pressure, mm Hg | 588 | 76.8 | 74.1 | <.001 |
| HbA1c | 592 | 8.4 | 7.9 | <.001 |
Of the 2,738 participants in the Dining with Diabetes program, 1,810 participants had both baseline and follow-up blood pressure measurements and 1,783 participants had both baseline and follow-up HbA1c measurements. Data were analyzed only for participants who completed the baseline questionnaire and the 3-month follow-up questionnaire (Appendix). The program consisted of 4 weekly in-depth classes and a follow-up class conducted 3 months after the fourth in-depth class. The baseline questionnaire was administered during the first in-depth class.
Determined by paired-samples t test.
Medical Cost Savings Resulting From Pennsylvania State University Extension’s Dining With Diabetes Program, October 2012–June 2015
| Estimation Approach | Medical Cost Savings, $ | Indirect Cost Savings, $ | Total Cost Savings, $ | Covered Participants |
|---|---|---|---|---|
| 15% decrease in direct medical costs when diabetes status improved | $266,022 | Not applicable | Not applicable | Participants with diabetes |
| Decrease in medical costs when HbA1c is reduced | $197,585 | Not applicable | Not applicable | Participants with diabetes |
| Full recovery for 25% of participants with diabetes | $430,039 | $72,664 | $502,703 | Participants with diabetes and prediabetes |
| Full recovery for 50% of participants with diabetes | $860,078 | $145,327 | $1,005,405 | Participants with diabetes and prediabetes |
| Full recovery for 100% of participants with diabetes | $1,720,156 | $290,655 | $2,010,811 | Participants with diabetes and prediabetes |
Assumption based on Dall and colleagues (8).
5-year savings is $1,254,852 and 10-year savings is $2,337,298.
Based on Gilmer and colleagues (10).
5-year savings calculated to be $933,502 and 10-year savings to be $1,750,975.
| Diabetic Status at Baseline per HbA1c Measurement | Baseline | No Diabetes at Follow-up | Prediabetes at Follow-up | Controlled Diabetes at Follow-up | Uncontrolled Diabetes at Follow-up |
|---|---|---|---|---|---|
| No diabetes | 257 | 145 | 101 | 3 | 8 |
| Prediabetes | 604 | 97 | 404 | 79 | 24 |
| Controlled diabetes | 328 | 7 | 103 | 135 | 83 |
| Uncontrolled diabetes | 592 | 0 | 58 | 102 | 432 |
| 16. Do you agree or disagree with the following statements? | Strongly Agree | Agree | Neither Agree or Disagree | Disagree | Strongly Disagree |
|---|---|---|---|---|---|
| Diabetes is not that serious, especially if you feel fine | |||||
| I feel confident that I can keep my diabetes under control |
| 17. During the last month, how much of a problem was each of these for you? | Not at All | Slight | Moderate | Somewhat Serious | Serious | Very Serious |
|---|---|---|---|---|---|---|
| Feeling overwhelmed by the demands of living with diabetes | ||||||
| Feeling that I am often failing with my diabetes routine |
| 18. On how many of the last 7 days did you . . . ? | None | 1 | 2 | 3 | 4 | 6 | Every Day |
|---|---|---|---|---|---|---|---|
| Exercise for 20 minutes or more? | |||||||
| Eat a variety of fruits and vegetables? | |||||||
| Sleep between 6.5 and 8.5 hours at night? |
| 13. Do you agree or disagree with the following statements? | Strongly Agree | Agree | Neither Agree nor Disagree | Disagree | Strongly Disagree |
|---|---|---|---|---|---|
| Diabetes is not that serious, especially if you feel fine | |||||
| I feel confident that I can keep my diabetes under control |
| 14. During the last month, how much of a problem was each of these for you? | Not at All | Slight | Moderate | Somewhat Serious | Serious | Very Serious |
|---|---|---|---|---|---|---|
| Feeling overwhelmed by the demands of living with diabetes | ||||||
| Feeling that I am often failing with my diabetes routine |
| 15. On how many of the last 7 days did you . . . ? | None | 1 | 2 | 3 | 4 | 5 | 6 | Every Day |
|---|---|---|---|---|---|---|---|---|
| Exercise for 20 minutes or more? | ||||||||
| Eat a variety of fruits and vegetables? | ||||||||
| Sleep between 6.5 and 8.5 hours at night? |