human
***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: Weight losses and psychological well-being were examined at 30 months in 69 men and 61 women initially treated with behavior therapy as a function of ( a ) initial weight loss and ( b ) weight-loss goals .  Initial weight losses were positively , not negatively , related to weight loss at 30 months . Weight loss goals did not predict short-term or long-term weight loss . People who reached weight goals had better long-term weight losses than those who did not , but this finding was largely due to differences in initial weight loss . Psychological well-being at 30 months was not related to initial weight losses or goals . Although correlational rather than experimental , these results do not support the hypothesis that obese patients should be encouraged to set lower weight-loss goals Purpose The purpose of this article is to describe efforts to develop and administer a formal curriculum to train community workers to deliver a group-based adaptation of the Diabetes Prevention Program ( DPP ) lifestyle intervention in YMCA setting s. The DPP demonstrated that a structured diet and physical activity intervention that achieves and maintains modest weight loss for overweight adults with impaired glucose tolerance can significantly reduce the development of diabetes . Although tens of millions of American adults could benefit from access to the DPP lifestyle intervention , there currently is no available model for nationwide dissemination of this highly beneficial and cost-effective approach to diabetes prevention . A description of 2 ongoing r and omized pilot studies provides information about the feasibility and effectiveness of future efforts to apply this new training curriculum on a national scale . Conclusions Diabetes educators are challenged to partner with community organizations and other health care workers for extensive distribution of the DPP lifestyle intervention messages 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 The diabetes and obesity epidemics are closely intertwined . International r and omized controlled trials demonstrate that , in high-risk individuals , type 2 diabetes  can be prevented or at least delayed through lifestyle modification and , to a lesser degree , medication . We explored the relative roles of science , surgery , service delivery , and social policy in preventing diabetes . Although it is clear that there is a role for all , diabetes is a complex problem that dem and s commitment across a range of government and nongovernment agencies to be effectively controlled . Accordingly , we argue that social policy is the key to achieving and sustaining social and physical environments required to achieve widespread reductions in both the incidence and prevalence of diabetes Introduction Although lifestyle interventions are effective in delaying the onset of diabetes , translating these lessons to routine health care setting s remains a challenge . We investigated the effectiveness of a theory-based , brief , small-group weight loss intervention for diabetes prevention . A secondary purpose was to determine the potential reach of the intervention . Methods A total of 14,379 members of an integrated health care organization newly diagnosed with prediabetes were potentially eligible to participate in this matched cohort longitudinal study . Of this group , 1,030 attended a 90-minute , small-group session that targeted personal action planning for healthful eating , physical activity , and weight management . We accessed electronic medical records to select 1 to 2 controls ( matched on impaired fasting glucose measurement , sex , age , and body mass index ) for each member who attended the small-group session ( n = 760 ) . Weight change , as recorded in the medical record , was the primary outcome . Mixed models analyses were used to adjust for matching variables and covariates and to account for individual r and om effects over time . Results Small-group participants  lost significantly more weight than did their matched controls . A significantly higher proportion of small-group participants  lost at least 5 % of their body weight compared with controls . Conclusion A brief , small-group weight loss intervention was effective . However , it did not reach broadly into the population that was at risk for diabetes CONTEXT Weight loss programs on the Internet appear promising for short-term weight loss but have not been studied for weight loss in individuals at risk of type 2 diabetes ; thus , the longer-term efficacy is unknown . OBJECTIVE To compare the effects of an Internet weight loss program alone vs with the addition of behavioral counseling via e-mail provided for 1 year to individuals at risk of type 2 diabetes . DESIGN , SETTING , AND PARTICIPANTS A single-center r and omized controlled trial conducted from September 2001 to September 2002 in Providence , RI , of 92 overweight adults whose mean ( SD ) age was 48.5 ( 9.4 ) years and body mass index , 33.1 ( 3.8 ) . INTERVENTIONS Participants were r and omized to a basic Internet ( n = 46 ) or to an Internet plus behavioral e-counseling program ( n = 46 ) . Both groups received 1 face-to-face counseling session and the same core Internet programs and were instructed to su bmi t weekly weights . Participants in e-counseling su bmi tted calorie and exercise information and received weekly e-mail behavioral counseling and feedback from a counselor . MAIN OUTCOME MEASURES Measured weight and waist circumference at 0 and 12 months . RESULTS Intent-to-treat analyses showed the behavioral e-counseling group lost more mean ( SD ) weight at 12 months than the basic Internet group ( -4.4 [ 6.2 ] vs -2.0 [ 5.7 ] kg ; P = .04 ) , and had greater decreases in percentage of initial body weight ( 4.8 % vs 2.2 % ; P = .03 ) , body mass index ( -1.6 [ 2.2 ] vs -0.8 [ 2.1 ] ; P = .03 ) , and waist circumference ( -7.2 [ 7.5 ] vs -4.4 [ 5.7 ] cm ; P = .05 ) . CONCLUSION Adding e-mail counseling to a basic Internet weight loss intervention program significantly improved weight loss in adults at risk of diabetes OBJECTIVES Our community-academic partnership employed community-based participatory research to develop and pilot a simple , peer-led intervention to promote weight loss  , which can prevent diabetes and eliminate racial/ethnic disparities in incident diabetes among overweight adults with prediabetes . METHODS We recruited overweight adults at community sites , performed oral glucose tolerance testing to identify persons with blood glucose levels in the prediabetes range , and r and omized eligible people to a  peer-led lifestyle intervention group or delayed intervention  in 1 year . Outcomes , including weight , blood pressure , and health behaviors , were measured at baseline and 3 , 6 , and 12 months . RESULTS More than half of those tested ( 56 % , or 99 of 178 ) had prediabetes and enrolled in the study . Participants were predominantly Spanish-speaking , low-income , undereducated women . The intervention group lost significantly more weight than the control group and maintained weight loss at 12 months ( 7.2 versus 2.4 pounds ; P < .01 ) . One fourth ( 24 of 99 ) of participants progressed to diabetes . CONCLUSIONS In underserved minority communities , prediabetes prevalence may be higher than previously reported . Low-cost , community-based interventions can succeed in encouraging weight loss to prevent diabetes OBJECTIVE To pilot test the feasibility and effectiveness of interactive voice response ( IVR ) calls targeting physical activity and healthful eating as strategies for weight loss for patients with pre-diabetes . METHODS Participants ( N=77 ) who engaged in a 90-min diabetes prevention class were r and omly assigned to receive IVR support targeting physical activity and nutrition weight loss strategies or to a no-contact control .  Physical activity , dietary intake , and body weight were assessed prior to and following the 3-month intervention . RESULTS Eighty-five percent of the intervention participants completed at least half of the intervention . Participants assigned to receive the intervention lost an average of 2.6 % of body weight during the 3 months while control participants lost an average of 1.6 % . To determine the effect of the calls when used we found that those who used the system lost approximately 3 % of body weight which approached significance when compared to controls ( p<.06 ) . CONCLUSION IVR holds promise for follow-up encounters with patients with pre-diabetes . PRACTICE IMPLICATION S IVR can be used to provide physical activity and nutrition counseling that can enhance the potential reach and effectiveness of health professionals working with patients who have diabetes while placing a minimal burden on financial re sources and staff time OBJECTIVE To describe the costs of the Diabetes Prevention Program ( DPP ) interventions to prevent or delay type 2 diabetes . RESEARCH DESIGN AND METHODS We describe the direct medical costs , direct nonmedical costs , and indirect costs of the placebo , metformin , and intensive lifestyle interventions over the 3-year study period of the DPP . Re source use and cost are summarized from the perspective of a large health system and society . Research costs are excluded . RESULTS The direct medical cost of laboratory tests to identify one subject with impaired glucose tolerance ( IGT ) was $ 139 . Over 3 years , the direct medical costs of the interventions were $ 79 per participant in the placebo group , $ 2,542 in the metformin group , and $ 2,780 in the lifestyle group . The direct medical costs of care outside the DPP were $ 272 less per participant in the metformin group and $ 432 less in the lifestyle group compared with the placebo group . Direct nonmedical costs were $ 9 less per participant in the metformin group and $ 1,445 greater in the lifestyle group compared with the placebo group . Indirect costs were $ 230 greater per participant in the metformin group and $ 174 less in the lifestyle group compared with the placebo group . From the perspective of a health system , the cost of the metformin intervention relative to the placebo intervention was $ 2,191 per participant and the cost of the lifestyle intervention was $ 2,269 per participant over 3 years . From the perspective of society , the cost of the metformin intervention relative to the placebo intervention was $ 2,412 per participant and the cost of the lifestyle intervention was $ 3,540 per participant over 3 years . CONCLUSIONS The metformin and lifestyle interventions are associated with modest incremental costs compared with the placebo intervention . The evaluation of costs relative to health benefits will determine the value of these interventions to health systems and society OBJECTIVES The purpose of this study was to determine the feasibility of implementing a diabetes prevention program ( DPP ) in a rural African-American church . METHODS A six-session DPP , modeled after the successful National Institutes of Health ( NIH ) DPP , was implemented in a rural African-American church . Adult members of the church identified as high risk for diabetes , based on results of a risk question naire , were screened with a fasting glucose . Persons with prediabetes , a fasting glucose of 100 - 125 mg/dL , participated in the six-session , Lifestyle Balance Church DPP . The primary outcomes were attendance rates and changes in fasting glucose , weight 
    Output:
    
agent
We conclude that costs associated with diabetes prevention can be lowered without sacrificing effectiveness , using nonmedical personnel and motivating higher attendance at program sessions
***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: Weight losses and psychological well-being were examined at 30 months in 69 men and 61 women initially treated with behavior therapy as a function of ( a ) initial weight loss and ( b ) weight-loss goals .  Initial weight losses were positively , not negatively , related to weight loss at 30 months . Weight loss goals did not predict short-term or long-term weight loss . People who reached weight goals had better long-term weight losses than those who did not , but this finding was largely due to differences in initial weight loss . Psychological well-being at 30 months was not related to initial weight losses or goals . Although correlational rather than experimental , these results do not support the hypothesis that obese patients should be encouraged to set lower weight-loss goals Purpose The purpose of this article is to describe efforts to develop and administer a formal curriculum to train community workers to deliver a group-based adaptation of the Diabetes Prevention Program ( DPP ) lifestyle intervention in YMCA setting s. The DPP demonstrated that a structured diet and physical activity intervention that achieves and maintains modest weight loss for overweight adults with impaired glucose tolerance can significantly reduce the development of diabetes . Although tens of millions of American adults could benefit from access to the DPP lifestyle intervention , there currently is no available model for nationwide dissemination of this highly beneficial and cost-effective approach to diabetes prevention . A description of 2 ongoing r and omized pilot studies provides information about the feasibility and effectiveness of future efforts to apply this new training curriculum on a national scale . Conclusions Diabetes educators are challenged to partner with community organizations and other health care workers for extensive distribution of the DPP lifestyle intervention messages 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 The diabetes and obesity epidemics are closely intertwined . International r and omized controlled trials demonstrate that , in high-risk individuals , type 2 diabetes  can be prevented or at least delayed through lifestyle modification and , to a lesser degree , medication . We explored the relative roles of science , surgery , service delivery , and social policy in preventing diabetes . Although it is clear that there is a role for all , diabetes is a complex problem that dem and s commitment across a range of government and nongovernment agencies to be effectively controlled . Accordingly , we argue that social policy is the key to achieving and sustaining social and physical environments required to achieve widespread reductions in both the incidence and prevalence of diabetes Introduction Although lifestyle interventions are effective in delaying the onset of diabetes , translating these lessons to routine health care setting s remains a challenge . We investigated the effectiveness of a theory-based , brief , small-group weight loss intervention for diabetes prevention . A secondary purpose was to determine the potential reach of the intervention . Methods A total of 14,379 members of an integrated health care organization newly diagnosed with prediabetes were potentially eligible to participate in this matched cohort longitudinal study . Of this group , 1,030 attended a 90-minute , small-group session that targeted personal action planning for healthful eating , physical activity , and weight management . We accessed electronic medical records to select 1 to 2 controls ( matched on impaired fasting glucose measurement , sex , age , and body mass index ) for each member who attended the small-group session ( n = 760 ) . Weight change , as recorded in the medical record , was the primary outcome . Mixed models analyses were used to adjust for matching variables and covariates and to account for individual r and om effects over time . Results Small-group participants  lost significantly more weight than did their matched controls . A significantly higher proportion of small-group participants  lost at least 5 % of their body weight compared with controls . Conclusion A brief , small-group weight loss intervention was effective . However , it did not reach broadly into the population that was at risk for diabetes CONTEXT Weight loss programs on the Internet appear promising for short-term weight loss but have not been studied for weight loss in individuals at risk of type 2 diabetes ; thus , the longer-term efficacy is unknown . OBJECTIVE To compare the effects of an Internet weight loss program alone vs with the addition of behavioral counseling via e-mail provided for 1 year to individuals at risk of type 2 diabetes . DESIGN , SETTING , AND PARTICIPANTS A single-center r and omized controlled trial conducted from September 2001 to September 2002 in Providence , RI , of 92 overweight adults whose mean ( SD ) age was 48.5 ( 9.4 ) years and body mass index , 33.1 ( 3.8 ) . INTERVENTIONS Participants were r and omized to a basic Internet ( n = 46 ) or to an Internet plus behavioral e-counseling program ( n = 46 ) . Both groups received 1 face-to-face counseling session and the same core Internet programs and were instructed to su bmi t weekly weights . Participants in e-counseling su bmi tted calorie and exercise information and received weekly e-mail behavioral counseling and feedback from a counselor . MAIN OUTCOME MEASURES Measured weight and waist circumference at 0 and 12 months . RESULTS Intent-to-treat analyses showed the behavioral e-counseling group lost more mean ( SD ) weight at 12 months than the basic Internet group ( -4.4 [ 6.2 ] vs -2.0 [ 5.7 ] kg ; P = .04 ) , and had greater decreases in percentage of initial body weight ( 4.8 % vs 2.2 % ; P = .03 ) , body mass index ( -1.6 [ 2.2 ] vs -0.8 [ 2.1 ] ; P = .03 ) , and waist circumference ( -7.2 [ 7.5 ] vs -4.4 [ 5.7 ] cm ; P = .05 ) . CONCLUSION Adding e-mail counseling to a basic Internet weight loss intervention program significantly improved weight loss in adults at risk of diabetes OBJECTIVES Our community-academic partnership employed community-based participatory research to develop and pilot a simple , peer-led intervention to promote weight loss  , which can prevent diabetes and eliminate racial/ethnic disparities in incident diabetes among overweight adults with prediabetes . METHODS We recruited overweight adults at community sites , performed oral glucose tolerance testing to identify persons with blood glucose levels in the prediabetes range , and r and omized eligible people to a  peer-led lifestyle intervention group or delayed intervention  in 1 year . Outcomes , including weight , blood pressure , and health behaviors , were measured at baseline and 3 , 6 , and 12 months . RESULTS More than half of those tested ( 56 % , or 99 of 178 ) had prediabetes and enrolled in the study . Participants were predominantly Spanish-speaking , low-income , undereducated women . The intervention group lost significantly more weight than the control group and maintained weight loss at 12 months ( 7.2 versus 2.4 pounds ; P < .01 ) . One fourth ( 24 of 99 ) of participants progressed to diabetes . CONCLUSIONS In underserved minority communities , prediabetes prevalence may be higher than previously reported . Low-cost , community-based interventions can succeed in encouraging weight loss to prevent diabetes OBJECTIVE To pilot test the feasibility and effectiveness of interactive voice response ( IVR ) calls targeting physical activity and healthful eating as strategies for weight loss for patients with pre-diabetes . METHODS Participants ( N=77 ) who engaged in a 90-min diabetes prevention class were r and omly assigned to receive IVR support targeting physical activity and nutrition weight loss strategies or to a no-contact control .  Physical activity , dietary intake , and body weight were assessed prior to and following the 3-month intervention . RESULTS Eighty-five percent of the intervention participants completed at least half of the intervention . Participants assigned to receive the intervention lost an average of 2.6 % of body weight during the 3 months while control participants lost an average of 1.6 % . To determine the effect of the calls when used we found that those who used the system lost approximately 3 % of body weight which approached significance when compared to controls ( p<.06 ) . CONCLUSION IVR holds promise for follow-up encounters with patients with pre-diabetes . PRACTICE IMPLICATION S IVR can be used to provide physical activity and nutrition counseling that can enhance the potential reach and effectiveness of health professionals working with patients who have diabetes while placing a minimal burden on financial re sources and staff time OBJECTIVE To describe the costs of the Diabetes Prevention Program ( DPP ) interventions to prevent or delay type 2 diabetes . RESEARCH DESIGN AND METHODS We describe the direct medical costs , direct nonmedical costs , and indirect costs of the placebo , metformin , and intensive lifestyle interventions over the 3-year study period of the DPP . Re source use and cost are summarized from the perspective of a large health system and society . Research costs are excluded . RESULTS The direct medical cost of laboratory tests to identify one subject with impaired glucose tolerance ( IGT ) was $ 139 . Over 3 years , the direct medical costs of the interventions were $ 79 per participant in the placebo group , $ 2,542 in the metformin group , and $ 2,780 in the lifestyle group . The direct medical costs of care outside the DPP were $ 272 less per participant in the metformin group and $ 432 less in the lifestyle group compared with the placebo group . Direct nonmedical costs were $ 9 less per participant in the metformin group and $ 1,445 greater in the lifestyle group compared with the placebo group . Indirect costs were $ 230 greater per participant in the metformin group and $ 174 less in the lifestyle group compared with the placebo group . From the perspective of a health system , the cost of the metformin intervention relative to the placebo intervention was $ 2,191 per participant and the cost of the lifestyle intervention was $ 2,269 per participant over 3 years . From the perspective of society , the cost of the metformin intervention relative to the placebo intervention was $ 2,412 per participant and the cost of the lifestyle intervention was $ 3,540 per participant over 3 years . CONCLUSIONS The metformin and lifestyle interventions are associated with modest incremental costs compared with the placebo intervention . The evaluation of costs relative to health benefits will determine the value of these interventions to health systems and society OBJECTIVES The purpose of this study was to determine the feasibility of implementing a diabetes prevention program ( DPP ) in a rural African-American church . METHODS A six-session DPP , modeled after the successful National Institutes of Health ( NIH ) DPP , was implemented in a rural African-American church . Adult members of the church identified as high risk for diabetes , based on results of a risk question naire , were screened with a fasting glucose . Persons with prediabetes , a fasting glucose of 100 - 125 mg/dL , participated in the six-session , Lifestyle Balance Church DPP . The primary outcomes were attendance rates and changes in fasting glucose , weight 
    Output:
    