***TASK*** the task is to summarize an input biomedical literature in six sentences 
    ***INPUT*** the input is a biomedical literature 
    ***OUTPUT*** the output is the summary of an input biomedical literature in six sentences 
    ***DOCUMENTATION*** 
    ***EXAMPLES*** 
    Input: Background R and omised controlled trials demonstrate a 60 % reduction in  type 2 diabetes incidence through lifestyle modification programmes . The aim of this study is to determine whether such programmes are feasible in primary health care . Methods An intervention study including 237 individuals 40–75 years of age with moderate or high risk of developing type 2 diabetes . A structured group programme with six 90 minute sessions delivered during an eight month period by trained nurses in Australian primary health care in 2004–2006 . Main outcome measures taken at baseline , three , and 12 months included weight , height , waist circumference , fasting plasma glucose and lipids , plasma glucose two hours after oral glucose challenge , blood pressure , measures of psychological distress and general health outcomes . To test differences between baseline and follow-up , paired t-tests and Wilcoxon rank sum tests were performed . Results At twelve months participants ' mean weight reduced by 2.52 kg ( 95 % confidence interval 1.85 to 3.19 ) and waist circumference by 4.17 cm ( 3.48 to 4.87 ) . Mean fasting glucose reduced by 0.14 mmol/l ( 0.07 to 0.20 ) , plasma glucose two hours after oral glucose challenge by 0.58 mmol/l ( 0.36 to 0.79 ) , total cholesterol by 0.29 mmol/l ( 0.18 to 0.40 ) , low density lipoprotein cholesterol by 0.25 mmol/l ( 0.16 to 0.34 ) , triglycerides by 0.15 mmol/l ( 0.05 to 0.24 ) and diastolic blood pressure by 2.14 mmHg ( 0.94 to 3.33 ) . Significant improvements were also found in most psychological measures . Conclusion This study provides evidence that a type 2 diabetes prevention programme using lifestyle intervention is feasible in primary health care setting s , with reductions in risk factors approaching those observed in clinical trials . Trial NumberCurrent Controlled Trials IS RCT Background Cardiovascular disease is the leading cause of death for adults in Australia . In recent years there has been a shift in health service delivery from institutional to community‐based care for chronic conditions , including cardiovascular disease . The general practice setting is seen to offer greater flexibility , higher levels of efficiency and more client focused healthcare delivery than is possible in the acute care sector . It has been suggested that practice nurses represent a useful adjunct to current models of cardiovascular disease management . To date , significant descriptive research has been conducted exploring the demographics , roles , educational needs and issues facing practice nurses . However , there is a need to evaluate the effectiveness of practice nurse interventions in terms of patient outcomes , clinician satisfaction and cost‐effectiveness . Objectives This review seeks to present the best available evidence regarding the efficacy of general practice nurse interventions for cardiac risk factor reduction in healthy adults , as well as those with established cardiovascular disease or known cardiac risk factors . Search Strategy A systematic literature search was performed using Medline ( 1966 ‐ 2005 ) , CINAHL ( 1982 −2005 ) , Cochrane Controlled Trials Register ( Issue 4 , 2005 ) and the Joanna Briggs Institute Evidence Library . In addition , the reference lists of retrieved papers , conference proceedings and the Internet , were scrutinised for additional trials . Selection Criteria This review considered any English language r and omised trials that investigated interventions conducted by the practice nurse for cardiovascular disease management or reduction of cardiac risk factors . Interventions conducted by specialist cardiac nurses in general practice were excluded . Outcomes measured included blood pressure , smoking cessation , total cholesterol , exercise , body weight/body mass index and cost‐effectiveness . Results Eighteen trials , reported in 33 papers , were included in the review . Ten trials investigated multifaceted interventions , while the remaining eight trials reported targeted interventions . Of the trials that reported multifaceted interventions , three trials investigated risk reduction in those with established cardiovascular disease , four trials focused on those with known cardiovascular disease risk factors and three trials included the general community . The eight trials which examined the efficacy of targeted interventions focused upon dietary intake ( two trials ) , smoking cessation ( three trials ) , weight reduction ( one trial ) and physical activity ( two trials ) . The effect of both the multifaceted and targeted interventions on patient outcomes was variable . However , both the multifaceted and targeted interventions demonstrated similar outcome trends for specific variables . Improvements were demonstrated by most studies in blood pressure , cholesterol level , dietary intake and physical activity . The variation in outcome measures and contradictory findings between some studies makes it difficult to draw definitive conclusions . Conclusions While interventions to reduce cardiovascular disease risk factors have produced variable results , they offer significant potential to assist patients in modifying their personal risk profile and should be developed . The public health importance of these changes is dependant upon the sustainability of the change and its effect on the health outcomes of these individuals . Further well‐ design ed research is required to establish the effectiveness of practice nurse interventions for cardiovascular disease management and risk factor reduction in terms of patient outcomes and cost‐effectiveness Prevention of type 2 diabetes by intensive lifestyle intervention design ed to achieve and maintain ideal body weight was assessed in subjects with impaired glucose tolerance ( IGT ) . Male subjects with IGT recruited from health-screening examinees were r and omly assigned in a 4:1 ratio to a st and ard intervention group ( control group ) and intensive intervention group ( intervention group ) . The final numbers of subjects were 356 and 102 , respectively . The subjects in the control group and in the intervention group were advised to maintain body mass index ( BMI ) of < 24.0 kg/m2 and of < 22.0 kg/m2 , respectively , by diet and exercise . In the intervention group , detailed instructions on lifestyle were repeated every 3 - 4 months during hospital visits . Diabetes was judged to have developed when two or more consecutive fasting plasma glucose ( FPG ) values exceeded 140 mg/dl . A 100 g oral glucose tolerance test was performed every 6 months to detect improvement of glucose tolerance . The subjects were seen in an ordinary outpatient clinic . The cumulative 4-year incidence of diabetes was 9.3 % in the control group , versus 3.0 % in the intervention group , and the reduction in risk of diabetes was 67.4 % ( P < 0.001 ) . Body weight decreased by 0.39 kg in the control group and by 2.18 kg in the intervention group ( P < 0.001 ) . The control group was subclassified according to increase and decrease in body weight . The incidence of diabetes was positively correlated with the changes in body weight , and the improvement in glucose tolerance was negatively correlated . Subjects with higher FPG at baseline developed diabetes at a higher rate than those with lower FPG . Higher 2h plasma glucose values and higher BMI values at baseline were also associated with a higher incidence of diabetes , but the differences were not significant . Subjects with a low insulinogenic index ( DeltaIRI/DeltaPG 30 min after an oral glucose load ) developed diabetes at a significantly higher rate than those with a normal insulinogenic index . Comparison of the BMI data and incidence of diabetes in five diabetes prevention studies by lifestyle intervention revealed a linear correlation between the incidence of diabetes and the BMI values , with the exception of the DaQing Study . However , the slope of the reduction in incidence of diabetes in the intensive intervention groups was steeper than expected simply on the basis of the reduction of BMI , suggesting that the effect of lifestyle intervention can not be solely ascribed to the body weight reduction . We conclude that lifestyle intervention aim ed at achieving ideal body weight in men with IGT  is effective and can be conducted in an outpatient clinic setting Context The Diabetes Prevention Program ( DPP ) showed that lifestyle changes or metformin effectively decreased the development of  type 2 diabetes in adults with impaired glucose tolerance . The economics of these interventions is important to policymakers . Contribution This cost-effectiveness model estimates that the DPP life-style intervention would cost society about $ 8800 and metformin would cost about $ 29900 per quality -adjusted life-year saved . While lifestyle intervention had a favorable cost-effectiveness profile at any adult age , metformin was not cost-effective after age 65 years . Implication s The cost-effectiveness of lifestyle intervention to prevent type 2 diabetes  in high-risk individuals is within the range that American society typically finds acceptable for health care interventions . The Editors During the past half century , the number of persons with diagnosed diabetes in the United States has increased 4- to 6-fold ( 1 ) . Recent large clinical trials from Asia , Europe , and North America have demonstrated that behavioral and medication interventions can delay or prevent the development of type 2 diabetes in persons with impaired glucose tolerance , which is defined by a plasma glucose level between 7.77 mmol/L ( 140 mg/dL ) and 11.04 mmol/L ( 199 mg/dL ) 2 hours after a 75-g oral glucose load ( 2 - 6 ) . The Diabetes Prevention Program ( DPP ) r and omly assigned 3234 nondiabetic persons 25 years of age or older with impaired glucose tolerance and fasting glucose levels between 5.27 mmol/L ( 95 mg/dL ) and 6.94 mmol/L ( 125 mg/dL ) to placebo ; a lifestyle-modification program with the goals of at least a 7 % weight loss and 150 minutes of physical activity per week ; or metformin , 850 mg twice daily ( 4 ) . The mean age of participants was 51 years , and the mean body mass index was 34.0 kg/m2 ; 68 % were women and 45 % were members of minority groups ( 4 ) . The average follow-up was 2.8 years . Compared with the placebo intervention , the lifestyle intervention reduced the incidence of type 2 diabetes by 58 % and the metformin intervention reduced the incidence of type 2 diabetes by 31 % ( 4 ) . We have previously described the costs of the DPP interventions and their cost-effectiveness within the 3-year trial period ( 7 , 8) . In this analysis , we project the costs , health outcomes , and cost-effectiveness of the DPP lifestyle and metformin interventions over a lifetime relative to the placebo intervention . Methods Clinical Trial The lifestyle intervention involved a healthy , low-calorie , low-fat diet and moderate physical activity , such as brisk walking . The lifestyle intervention was implemented with a 16-lesson core curriculum covering diet , exercise , and behavior modification that was taught by case managers on a one-on-one basis , followed by individual sessions ( usually monthly ) and group sessions with case managers ( 9 ) . At the end of the study , 38 % of participants in the lifestyle intervention group had lost at least 7 % of their initial body weight .  The metformin and placebo interventions were initiated at a dosage of 850 mg once a day . At 1 month , the dosage of metformin or placebo was increased to 850 mg twice daily . Case managers reinforced adherence during individual quarterly sessions ( 10 ) . At the end of the study , 72 % of participants in the metformin intervention group and 77 % of participants in the placebo intervention group took at least 80 % of the prescribed dose . All participants received st and ard lifestyle recommendations through written information and an annual 20- to 30-minute individual session that emphasized the importance of a healthy lifestyle ( 10 ) . Simulation Model We assessed the progression from impaired glucose tolerance to onset of diabetes to clinical ly diagnosed diabetes to diabetes with complications and death by using a lifetime simulation model originally developed by the Centers for Disease Control and Prevention and Research Triangle Institute International . The model has a Markov structure and includes annual transition probabilities between disease states ( 11 ) . In addition to disease progression , the model tracks costs and quality -adjusted life-years ( QALYs ) . The model has been described elsewhere ( 11 ) . For our analyses , we modified the model to include data from the DPP on progression , costs , and quality of life associated with impaired glucose tolerance , data from the United Kingdom Prospect i ve Diabetes Study ( UKPDS ) on diabetes progression and complications , and new data on cost and quality of life associated with diabetes . A technical report describing the model is available . Supplement . Technical Report Disease Progression , Complications , and Comorbid Conditions Impaired Glucose Tolerance to Onset of Type 2 Diabetes We analyzed data from the DPP to assess the annual hazard of diabetes onset in the lifestyle , metformin , and placebo intervention groups . For patients receiving the placebo intervention , the annual hazard of diabetes onset was 10.8 per 100 person-years . At 3 years of follow-up , the risk reductions for the lifestyle and metformin interventions were 55.8 % and 29.9 % , respectively . In the base-case analysis , we assumed that the lifestyle and metformin interventions would be applied until diabetes onset and that the health and quality -of-life benefits associated with the interventions persisted until diabetes onset . Comp 
    Output:
    
Based on causal analyses , intervention effectiveness was increased by engaging social support , targeting both diet and physical activity , and using well-defined/established behaviour change techniques .
Increased effectiveness was also associated with increased contact frequency and using a specific cluster of " self-regulatory " behaviour change techniques ( e.g. goal - setting , self-monitoring ) .
No clear relationships were found between effectiveness and intervention setting , delivery mode , study population or delivery provider .
Conclusions This comprehensive review of review s identifies specific components which are associated with increased effectiveness in interventions to promote change in diet and /or physical activity .