***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 Rising levels of obesity coupled with the limited success of currently available weight control methods highlight the need for investigation of novel approaches to obesity treatment . This study aims to determine the effectiveness and cost-effectiveness of an Internet-based re source for obesity management . Methods A r and omised controlled trial conducted in a community setting , where obese volunteers ( n = 221 ) were r and omly assigned to  Internet group ( n = 111 ) or usual care group ( n = 110 ) . Objective measures of weight and height were obtained . Question naires were used to collect dietary , lifestyle , physical activity and quality of life data . Data were collected at baseline , six months and 12 months . Results Data were collected on 54 ( 49 % ) participants in the Internet group and 77 ( 70 % ) participants in the usual care group at 12 months . Based on analysis conducted on all available data , the Internet group lost 1.3 kg , compared with 1.9 kg weight loss in the usual care group at 12 months , a non-significant difference ( difference = 0.6 kg ; 95 % CI : -1.4 to 2.5 , p = 0.56 ) . No significant differences in change in secondary outcome measures between the two groups at six or 12 months were revealed . Total costs per person per year were higher in the Internet group than the usual care group ( £ 992.40 compared to £ 276.12 ) , primarily due to the fixed costs associated with setting up the website , and QALYs were similar ( 0.78 and 0.77 ) for both groups . Conclusion This trial failed to show any additional benefit of this website in terms of weight loss or secondary outcome measures compared with usual care . High attrition and low compliance limits the results of this research . The results suggest that the Internet-based weight control re source was not a cost-effective tool for weight loss in the obese sample studied . Trail Registration IS RCT N Background : Research on the translation of efficacious lifestyle change programs to prevent type 2 diabetes into community or clinical setting s is needed . Objective : The objective of this study was to examine the reach , implementation , and efficacy of a 6-month lifestyle program implemented in primary care by nurse practitioners ( NPs ) for adults at risk of type 2 diabetes . Methods : The NP sites ( n = 4 ) were r and omized to an enhanced st and ard care program ( one  NP  and one  nutrition session ) or a lifestyle program ( enhanced st and ard care and six NP sessions ) . These NPs recruited adults at risk of diabetes from their practice ( n = 58 ) , with an acceptance rate of 70 % . Results : The program reached a diverse , obese , and moderately low income sample . The NPs were able to successfully implement the protocol s. The average length of the program was 9.3 months . Attendance was high ( 98 % ) , and attrition was low ( 12 % ) . The NPs were able to adopt the educational , behavioral , and psychosocial strategies of the intervention easily . Motivational interviewing was more difficult for NPs . Mixed-model repeated- measures analysis indicated significant trends or improvement in both groups for nutrition and exercise behavior . Participants of the lifestyle program demonstrated trends for better high-density lipoprotein ( HDL ) and exercise behavior compared with the enhanced st and ard care participants . Twenty-five percent of lifestyle participants met treatment goals of 5 % weight loss compared with 11 % of st and ard care participants . Discussion : A lifestyle program can be implemented in primary care by NPs , reach the targeted population , and be modestly successful . Further research is indicated OBJECTIVE To measure the level of  functional health literacy ( FHL ) in an Australian population , and to explore the level of risk associated with level of FHL . DESIGN , SETTING AND PARTICIPANTS Cross-sectional , r and om population survey administered to 2824 South Australians aged > or=15 years , September-October 2008 . MAIN OUTCOME MEASURES Newest Vital Sign as a measure of FHL , self-reported general health status , and use of health services . RESULTS 24 % of respondents were at risk of limited FHL , and 21 % had a high likelihood of inadequate FHL ; this increased with age ( > or=65 years , 50 % v 25 - 44 years , 11 % ) . In multiple logistic regression models , a high likelihood of inadequate FHL was significantly more common among those with lower education ( left school < or=15 years of age , odds ratio [ OR ] , 8.1 ; 95 % CI , 4.8 - 13.6 ) ; with lower annual income ( < $ 20 000 , OR , 4.1 ; 95 % CI , 2.3 - 7.4 ) ; who were born in countries other than Australia , New Zeal and , the United Kingdom and Irel and ; and with poorer health status ( OR , 1.6 ; 95 % CI , 1.2 - 2.2 ) . Inadequate FHL was significantly less common among females ( OR , 0.6 ; 95 % CI , 0.5 - 0.8 ) . People with inadequate or at-risk FHL were significantly more likely to report having diabetes , cardiac disease or stroke , and significantly less likely to have recently attended a doctor . Respondents aged > or=65 years with inadequate FHL were more likely to have been admitted to hospital ( OR , 2.2 ; 95 % CI , 1.1 - 4.5 ) . CONCLUSION Many Australians are likely to have limited health literacy , and this is a risk to effective health care delivery and health improvement across the community Most primary care providers ( PCPs ) , constrained by time and re sources , can not provide intensive behavioral counseling for obesity . This study evaluated the effect of using medical assistants ( MAs ) as weight loss counselors . The study was a r and omized controlled trial conducted in two primary care offices at an academic medical center . Patients ( n = 50 ) had a BMI of 27 - 50 kg/m(2 ) and no contraindications to weight loss . They were r and omized to quarterly PCP visits and weight loss material s ( Control group ) or to the same approach combined with eight visits with a MA over 6 months ( Brief Counseling ) . Outcomes included change in weight and cardiovascular risk factors ( glucose , lipids , blood pressure , and waist circumference ) . Patients in the Brief Counseling and Control groups lost 4.4 + /- 0.6 kg ( 5.1 + /- 0.7 % of initial weight ) and 0.9 + /- 0.6 kg ( 1.0 + /- 0.7 % ) , respectively , at month 6 ( P < 0.001 ) . There were no significant differences between groups for changes in cardiovascular risk factors . Brief Counseling patients regained weight between month 6 and month 12 , when MA visits were discontinued . Attrition was 10 % after 6 months and 6 % after 12 months . Brief Counseling by MAs induced significant weight loss during 6 months . Office-based obesity treatment should be tested in larger trials and should include weight loss maintenance counseling BACKGROUND The impact of overweight and nonmorbid obesity on health-related quality of life ( HRQL ) has not been widely research ed . The aim of this study was to evaluate the effects of a lifestyle modification program ( LMP ) focused on diet , exercise , and psychological support on HRQL in overweight and nonmorbidly obese patients treated in a primary healthcare setting . METHODS Sixty patients with grade II overweight and nonmorbid grade I-II obesity were included in this open pilot clinical trial ; subjects ' ages ranged from 18 to 50 years . They were provided with an LMP combining nutrition education , physical activity , and psychological support . Subjects attended group sessions every 2 weeks . The main outcome measures at baseline and 6 months were body composition parameters ( body mass index , body fat percentage , and waist circumference ) and HRQL using the 1.4 Spanish version of the SF-36 question naire . The question naire yields an 8-scale profile of physical functioning ( PF ) , role -- physical ( RP ) , bodily pain ( BP ) , vitality ( VT ) , social functioning ( SF ) , role -- emotional ( RE ) , mental health ( MH ) , and general health ( GH ) factors . RESULTS The LMP achieved improvements in SF-36 subscales at the end of the intervention : PF ( 80.37 ± 18.90 vs 89.40 ± 13.95 , P < .001 ) , RP ( 20.37 ± 9.10 vs 23.14 ± 6.67 , P < .05 ) , VT ( 58.71 ± 21.98 vs 70.91 ± 26.56 , P < .01 ) , SF ( 79.62 ± 27.76 vs 86.57 ± 25.45 , P < .03 ) , and GH ( 61.03 ± 19.13 vs 69.42 ± 18.80 , P < .001 ) . CONCLUSION An LMP focused on balanced and moderate energy-restricted diets , increased physical activity , and psychological support may improve the anthropometric parameters and the quality of life in moderately obese patients treated in a primary healthcare center BACKGROUND Around 10 - 15 % of adults aged over 40 years have pre-diabetes , which carries a high risk of progression to type 2 diabetes . Intensive lifestyle intervention reduces progression by as much as 58 % . However , the cost and personnel requirements of these interventions are major obstacles to delivery in NHS primary care . AIM To assess the effectiveness of a low-cost intervention , delivered in primary care by non-NHS staff , to reduce the risk of diabetes through weight loss and physical activity . DESIGN OF STUDY Pragmatic single-blind r and omised controlled trial with research ers and statistician blinded to group allocation . SETTING UK primary care . METHOD One-hundred and forty-one participants with a body mass index of 28 kg/m2 or more , but without diabetes or heart disease , received either information leaflets or individual behavioural counselling using motivational interviewing techniques . The intervention was delivered by five counsellors recruited from the local community . The primary outcomes were the proportions of participants meeting predefined targets for weight loss ( 5 % ) and moderate physical activity ( 150 minutes/week ) after 6 months . RESULTS Using intention-to-treat analysis , more people in the intervention group achieved the weight-loss target ( 24 % versus 7 % for controls ; odds ratio [OR]=3.96 ; 95 % confidence interval [Cl]=1.4 to 11.4 ; number needed to treat [NNT]=6.1 ( 95 % Cl=4 to 21 ) . The proportion achieving the physical activity target did not increase significantly ( 38 % versus 28 % for controls ; OR=1.6 ; 95 % Cl=0.7 to 3.8 ) . CONCLUSION Short-term weight loss , at a level which , if sustained , is clinical ly meaningful for reducing diabetes risk , is achievable in primary care , without excessive use of NHS monetary or personnel re sources 
    Output:
    
There were no consistent associations in outcomes related to the mode of intervention delivery , the number or type of providers involved or the intensity of the intervention .
Conclusions There was evidence for the effectiveness of interventions that focussed on improving knowledge and skills ( health literacy ) for weight loss .
However , there was insufficient evidence to determine relative effectiveness of individual interventions .