NC: Diabetes Management (2007)
- To test a lifestyle intervention (aimed at diabetes type 2 prevention) that is feasible in primary health care.
- This paper describes the lifestyle intervention program, the changes in dietary habits and exercise behavior that was achieved during the first year and the maintenance of these changes after 3 years.
- The efficacy of the intervention will be evaluated by measures of body weight, plasma glucose, and lipids.
- Age 40-64 years at screening
- Body mass index (BMI) >25 kg/m2 at screening
- The mean value of two 75-gram oral glucose tolerance tests (OGTTs) in the impaired glucose tolerance range based on World Health Organization criteria
- not discussed
Recruitment
- Local advertisements
- Subjects may have been identified in earlier epidemiological surveys
Design
- 1 year intervention RCT with 3 year follow-up
Blinding used (if applicable)
- Not used
Intervention (if applicable)
- Subjects randomized to either intervention group or usual care group
- Intervention group received structured dietary and exercise consultation which was more intensive the first year; usual care group received general information regarding lifestyle and diabetes risk
Statistical Analysis
- Differences between the intervention and usual care group were tested with Student's t test, Mann-Whitney nonparametric test, X2 test, or ANCOVA adjusting for baseline value, using SAS software version 8.2
Timing of Measurements
- Baseline and annually
Dependent Variables
- Glucose levels as measured by plasma, serum or capillary blood
- Serum total cholesterol, HDL cholesterol, and triglycerides
- A1C analyzed using Bayer DCA2000 Analyzer
- Assessment of dietary intake as measured by 3 day food records
- Physical activity as measured by a validated questionnaire
Independent Variables
- Diet instruction and exercise instruction
Control Variables
Initial N: 522 (172 males)
Attrition (final N): 506 at 1 year/ 434 at 3 years
Mean age: 55 ± 7 years
Ethnicity: Finnish
Other relevant demographics: Regarding schooling: 40% had 0-9 years; 27% had 10-12 years/ 33% had =/>13 years
Anthropometrics: The two study groups had similiar baseline characteristics that could be identified as diabetes risk factors which included BMI, first-degree relatives with diabetes, dietary intake, exercise and metabolic measures.
Location: 5 study centers in Finland
Variables |
Intervention Group n=256 |
Control group n=250 |
Statistical Significance of Group Difference |
Total kcalories/ day |
-247 ± 428 | -108 ± 464 | 0.0001 |
Moderate -to-vigorous activity (minutes/wk) |
49 (-41 to 140) |
14 (-47 to 90) |
0.0073 |
Weight (kg) |
-4.5 ± 5.0 |
-1.0 ± 3.7 |
<0.0001 |
Body Mass Index (kg/m2) | -1.6 ± 1.8 | -0.4 ± 1.3 | <0.0001 |
Fasting plasma glucose (mmol/l) | -0.2 ± 0.7 | -0.0 ± 0.7 | <0.0001 |
2-hour plasma glucose (mmol/l) | -0.9 ± 1.9 | -0.3 ± 2.2 | 0.001 |
Total serum cholesterol (mmol/l) | -0.1 ± 0.7 | -0.1 ± 0.7 | 0.5097 |
Serum triglycerides (mmol/l) | -0.2 ± 0.6 | -0.0 ± 0.7 | <0.0001 |
Variables |
Intervention Group n=231 |
Control group n=203 |
Statistical Significance of Group Difference |
Total kcalories/ day |
-204 ± 489 | -97 ± 458 | 0.0067 |
Moderate -to-vigorous activity (minutes/wk) |
61 (-33 to 168) |
6 (-91 to 104) |
0.0057 |
Weight (kg) |
-3.5 ± 5.1 |
-0.9 ± 5.4 |
<0.0001 |
Body Mass Index (kg/m2) | -1.3 ± 1.9 | -0.3 ± 2.0 | <0.0001 |
Fasting plasma glucose (mmol/l) | -0.0 ± 0.7 | 0.1 ± 0.7 | 0.0664 |
2-hour plasma glucose (mmol/l) | -0.5± 2.4 | -0.1 ± 2.2 | 0.0664 |
Total serum cholesterol (mmol/l) | -0.1 ± 0.9 | 0.1 ± 0.8 | 0.0712 |
Serum triglycerides (mmol/l) | -0.1 ± 0.6 | -0.0 ± 0.8 | 0.024 |
Other Findings
Quality Criteria Checklist: Primary Research
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Relevance Questions | |||
1. | Would implementing the studied intervention or procedure (if found successful) result in improved outcomes for the patients/clients/population group? (Not Applicable for some epidemiological studies) | Yes | |
2. | Did the authors study an outcome (dependent variable) or topic that the patients/clients/population group would care about? | Yes | |
3. | Is the focus of the intervention or procedure (independent variable) or topic of study a common issue of concern to dieteticspractice? | Yes | |
4. | Is the intervention or procedure feasible? (NA for some epidemiological studies) | Yes | |
Validity Questions | |||
1. | Was the research question clearly stated? | Yes | |
1.1. | Was (were) the specific intervention(s) or procedure(s) [independent variable(s)] identified? | Yes | |
1.2. | Was (were) the outcome(s) [dependent variable(s)] clearly indicated? | Yes | |
1.3. | Were the target population and setting specified? | Yes | |
2. | Was the selection of study subjects/patients free from bias? | Yes | |
2.1. | Were inclusion/exclusion criteria specified (e.g., risk, point in disease progression, diagnostic or prognosis criteria), and with sufficient detail and without omitting criteria critical to the study? | Yes | |
2.2. | Were criteria applied equally to all study groups? | Yes | |
2.3. | Were health, demographics, and other characteristics of subjects described? | Yes | |
2.4. | Were the subjects/patients a representative sample of the relevant population? | Yes | |
3. | Were study groups comparable? | Yes | |
3.1. | Was the method of assigning subjects/patients to groups described and unbiased? (Method of randomization identified if RCT) | Yes | |
3.2. | Were distribution of disease status, prognostic factors, and other factors (e.g., demographics) similar across study groups at baseline? | Yes | |
3.3. | Were concurrent controls or comparisons used? (Concurrent preferred over historical control or comparison groups.) | Yes | |
3.4. | If cohort study or cross-sectional study, were groups comparable on important confounding factors and/or were preexisting differences accounted for by using appropriate adjustments in statistical analysis? | N/A | |
3.5. | If case control study, were potential confounding factors comparable for cases and controls? (If case series or trial with subjects serving as own control, this criterion is not applicable.) | N/A | |
3.6. | If diagnostic test, was there an independent blind comparison with an appropriate reference standard (e.g., "gold standard")? | N/A | |
4. | Was method of handling withdrawals described? | ??? | |
4.1. | Were follow-up methods described and the same for all groups? | ??? | |
4.2. | Was the number, characteristics of withdrawals (i.e., dropouts, lost to follow up, attrition rate) and/or response rate (cross-sectional studies) described for each group? (Follow up goal for a strong study is 80%.) | No | |
4.3. | Were all enrolled subjects/patients (in the original sample) accounted for? | No | |
4.4. | Were reasons for withdrawals similar across groups? | N/A | |
4.5. | If diagnostic test, was decision to perform reference test not dependent on results of test under study? | N/A | |
5. | Was blinding used to prevent introduction of bias? | ??? | |
5.1. | In intervention study, were subjects, clinicians/practitioners, and investigators blinded to treatment group, as appropriate? | N/A | |
5.2. | Were data collectors blinded for outcomes assessment? (If outcome is measured using an objective test, such as a lab value, this criterion is assumed to be met.) | ??? | |
5.3. | In cohort study or cross-sectional study, were measurements of outcomes and risk factors blinded? | N/A | |
5.4. | In case control study, was case definition explicit and case ascertainment not influenced by exposure status? | N/A | |
5.5. | In diagnostic study, were test results blinded to patient history and other test results? | N/A | |
6. | Were intervention/therapeutic regimens/exposure factor or procedure and any comparison(s) described in detail? Were interveningfactors described? | Yes | |
6.1. | In RCT or other intervention trial, were protocols described for all regimens studied? | Yes | |
6.2. | In observational study, were interventions, study settings, and clinicians/provider described? | N/A | |
6.3. | Was the intensity and duration of the intervention or exposure factor sufficient to produce a meaningful effect? | Yes | |
6.4. | Was the amount of exposure and, if relevant, subject/patient compliance measured? | Yes | |
6.5. | Were co-interventions (e.g., ancillary treatments, other therapies) described? | No | |
6.6. | Were extra or unplanned treatments described? | No | |
6.7. | Was the information for 6.4, 6.5, and 6.6 assessed the same way for all groups? | Yes | |
6.8. | In diagnostic study, were details of test administration and replication sufficient? | N/A | |
7. | Were outcomes clearly defined and the measurements valid and reliable? | Yes | |
7.1. | Were primary and secondary endpoints described and relevant to the question? | Yes | |
7.2. | Were nutrition measures appropriate to question and outcomes of concern? | Yes | |
7.3. | Was the period of follow-up long enough for important outcome(s) to occur? | Yes | |
7.4. | Were the observations and measurements based on standard, valid, and reliable data collection instruments/tests/procedures? | Yes | |
7.5. | Was the measurement of effect at an appropriate level of precision? | Yes | |
7.6. | Were other factors accounted for (measured) that could affect outcomes? | Yes | |
7.7. | Were the measurements conducted consistently across groups? | Yes | |
8. | Was the statistical analysis appropriate for the study design and type of outcome indicators? | Yes | |
8.1. | Were statistical analyses adequately described and the results reported appropriately? | Yes | |
8.2. | Were correct statistical tests used and assumptions of test not violated? | Yes | |
8.3. | Were statistics reported with levels of significance and/or confidence intervals? | Yes | |
8.4. | Was "intent to treat" analysis of outcomes done (and as appropriate, was there an analysis of outcomes for those maximally exposed or a dose-response analysis)? | ??? | |
8.5. | Were adequate adjustments made for effects of confounding factors that might have affected the outcomes (e.g., multivariate analyses)? | ??? | |
8.6. | Was clinical significance as well as statistical significance reported? | ??? | |
8.7. | If negative findings, was a power calculation reported to address type 2 error? | N/A | |
9. | Are conclusions supported by results with biases and limitations taken into consideration? | Yes | |
9.1. | Is there a discussion of findings? | Yes | |
9.2. | Are biases and study limitations identified and discussed? | Yes | |
10. | Is bias due to study's funding or sponsorship unlikely? | Yes | |
10.1. | Were sources of funding and investigators' affiliations described? | Yes | |
10.2. | Was the study free from apparent conflict of interest? | Yes | |