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PHIConnect CDC Center of Excellence in
                                                                 Public Health Informatics


                                                                The	
  TuAnalyze	
  project
                                                                                          	
  
	
  Mission	
  -­‐-­‐	
  To	
  empower	
  people	
  touched	
  by	
  diabetes	
  to	
  track,	
  share	
  and	
  
    compare	
  their	
  health	
  informa=on	
  for	
  research	
  advancing	
  diabetes	
  care	
  
    and	
  public	
  health	
  response	
  
    TuAnalyze	
  is	
  a	
  so.ware	
  “app”	
  developed	
  for	
  TuDiabetes	
  

    TuAnalyze	
  launched	
  May	
  2010	
  in	
  English,	
  December	
  2010	
  in	
  Spanish	
  

    TuAnalyze	
  supports	
  reporEng	
  &	
  sharing	
  of	
  diabetes	
  informaEon	
  

    Data	
  are	
  used	
  in	
  aggregate	
  community	
  reports,	
  	
  in	
  charts	
  and	
  maps	
  
      generated	
  for	
  the	
  community,	
  and	
  in	
  public	
  health	
  research	
  
    The	
  project	
  is	
  led	
  by	
  faculty	
  from	
  Children’s	
  Hospital	
  Boston	
  and	
  
      Harvard	
  Medical	
  School	
  in	
  collaboraEon	
  with	
  the	
  Diabetes	
  Hands	
  
      FoundaEon,	
  with	
  funding	
  from	
  the	
  US	
  Centers	
  for	
  Disease	
  Control	
  
      and	
  PrevenEon	
  

                                                            In collaboration with:
PHIConnect CDC Center of Excellence in
                                                                          Public Health Informatics


                                    Early	
  results:	
  Who’s	
  using	
  TuAnalyze?	
  

 	
  	
  	
  1	
  in	
  10	
  TuDiabetes	
  members	
  using	
  TuAnalyze	
  (about	
  1700	
  users)	
  
 	
  	
  	
  	
  Users	
  from	
  43	
  countries	
  and	
  all	
  50	
  US	
  states	
  are	
  parEcipaEng	
  
  So	
  far	
  20	
  US	
  states	
  and	
  2	
  
   Canadian	
  provinces	
  have	
  
   reported	
  enough	
  A1c	
  values	
  to	
  
   “light	
  up”	
  these	
  map	
  regions	
  	
  
  ArgenEna,	
  Spain,	
  Great	
  Britain	
  
   and	
  several	
  Mexican	
  states	
  are	
  
   geQng	
  close.	
  




                                                                     In collaboration with:
PHIConnect CDC Center of Excellence in
                                                                                                             Public Health Informatics


                                                                           Glycemic	
  control	
  in	
  the	
  community	
  
TuAnalyze	
  is	
  the	
  first	
  online	
  social	
  network	
  based	
  repor=ng	
  
  system	
  for	
  A1c—a	
  key	
  measure	
  of	
  diabetes	
  control	
  	
  
  The	
  average	
  A1c	
  of	
  TuAnalyze	
  users	
  is	
  6.9%	
  
  A1c	
  ranges	
  from	
  4.0%	
  to	
  13.7%	
  
                                                 Frequency	
  Distribu=on	
  of	
  A1c%	
  Among	
  TuAnalyze	
  
                                                                        Users	
  
                                       40%	
  
                                       35%	
  
                                       30%	
  
            %	
  of	
  Total	
  	
  




                                       25%	
  
                                       20%	
  
                                       15%	
  
                                       10%	
  
                                        5%	
  
                                        0%	
  
                                                  5%	
  or	
  lower	
     6%	
     7%	
       8%	
              9%	
              10%	
      11%	
     12%	
  or	
  
                                                                                                                                                       higher	
  
                                                                                            A1c	
  	
  Value	
  Among	
  1453	
  Users	
  

                                                                                                        In collaboration with:
PHIConnect CDC Center of Excellence in
                                                                  Public Health Informatics


                                    Glycemic	
  control	
  in	
  the	
  community	
  
  Most	
  users	
  (>	
  80%)	
  are	
  reporEng	
  current	
  A1c	
  values	
  	
  
  As	
  app	
  use	
  has	
  increased,	
  users	
  with	
  a	
  wider	
  range	
  of	
  A1c	
  have	
  begun	
  
   parEcipaEng—providing	
  a	
  more	
  complete	
  picture	
  
    May	
  2010	
                                August	
  2010	
                         December	
  2010	
  




  1	
  of	
  4	
  users	
  have	
  entered	
  more	
  than	
  one	
  A1c	
  into	
  TuAnalyze	
  
  Users	
  who	
  are	
  updaEng	
  their	
  A1cs	
  with	
  new	
  values	
  are,	
  on	
  average,	
  
   reporEng	
  lower	
  A1c	
  values	
  over	
  Eme	
  

                                                             In collaboration with:
PHIConnect CDC Center of Excellence in
                                                                                                                                                          Public Health Informatics


                                                                                                                                                      US	
  na=onal	
  comparison	
  
     Among	
  users	
  with	
  diagnosed	
  diabetes,	
  the	
  average	
  A1c	
  reported	
  by	
  US	
  
      TuAnalyze	
  users	
  is	
  lower	
  than	
  the	
  average	
  A1c	
  esEmated	
  from	
  a	
  US	
  
      naEonal	
  health	
  reporEng	
  system*	
  (avg.	
  A1c	
  respecEvely,	
  6.7%	
  vs.	
  7.3%)	
  
     A	
  close	
  look	
  shows	
  different	
  A1c	
  distribuEon	
  in	
  the	
  two	
  groups	
  
                                                                    45%	
  

                                                                    40%	
  
               Percent	
  of	
  total	
  with	
  given	
  A1c	
  




                                                                    35%	
  

                                                                    30%	
  

                                                                    25%	
  

                                                                    20%	
  
                                                                                                                                                                                                                                TuAnalyze	
  
                                                                    15%	
  
                                                                                                                                                                                                                                NHANES	
  
                                                                    10%	
  

                                                                     5%	
  

                                                                     0%	
  
                                                                              5%	
  or	
  lower	
     6%	
           7%	
               8%	
              9%	
              10%	
           11%	
     12%	
  or	
  higher	
  
                                                                                                                                        Rounded	
  A1c	
  
                                                                                                               340	
  par=cpants	
  from	
  TuAnalyze	
  and	
  704	
  from	
  NHANES	
  
*2007-­‐08	
  NaEonal	
  Health	
  and	
  NutriEon	
  
    ExaminaEon	
  Survey	
  (NHANES)         	
                                                                                                      In collaboration with:
PHIConnect CDC Center of Excellence in
                                                                      Public Health Informatics


                                                                                 TuAnalyze	
  survey	
  

1	
  in	
  3	
  TuAnalyze	
  users	
  has	
  taken	
  the	
  1st	
  TuAnalyze	
  survey,	
  so	
  far!
                                                                                                     	
  

Among	
  this	
  group:	
  	
                                                 Diabetes	
  Type	
  Among	
  Survey	
  Par=cipants	
  

    60%	
  are	
  female	
  
                                                                                                                           Pre-­‐Diabetes	
  
    Average	
  age	
  is	
  44,	
  age	
  ranges	
  from	
  14-­‐81	
                                      LADA	
  	
  
                                                                                                                                 0.7%	
  


    Average	
  A1c	
  is	
  6.75%	
                                                                        10.5%	
  


    A1c	
  does	
  not	
  differ	
  by	
  age,	
  diabetes	
  type, 	
                      Type	
  2	
  
     or	
  by	
  dura5on	
  of	
  diagnosis	
                                               26.1%	
                          Type	
  1	
  
                                                                                                                             62.7%	
  




                                                                                           Among	
  437	
  Survey	
  ParEcipants	
  	
  




                                                                  In collaboration with:
PHIConnect CDC Center of Excellence in
                                                                                    Public Health Informatics


Type	
  1	
  Diabetes	
                                                                   Type	
  2	
  Diabetes	
  
 	
  	
  Average:	
                                                                          	
  Average:	
  
            • 	
  A1c	
  6.75%	
                                                                     • 	
  A1c	
  6.77%	
  
            • 	
  Age:	
  42	
                                                                       • 	
  Age:	
  52	
  
            • 	
  Age	
  at	
  diagnosis:	
  17	
                                                    • 	
  Age	
  at	
  diagnosis:	
  44	
  
 	
  74%	
  use	
  a	
  pump	
                                                               	
  48%	
  on	
  insulin;	
  23%	
  of	
  those	
  
 	
  Most	
  important	
  treatment:	
                                                      use	
  a	
  pump	
  
            • 	
  Pump	
  (70%)	
                                                             	
  Most	
  important	
  treatment:	
  
            • 	
  InjecEons	
  (23%)	
                                                               • 	
  Diet	
  (39%)	
  
                                             LADA	
  Diabetes	
  
                                                                                                     • 	
  Insulin	
  injecEons	
  (25%)	
  
                                              Average:	
  
                                                     • 	
  A1c	
  6.8%	
  
                                                     • 	
  Age:	
  51	
  
                                                     • 	
  Age	
  at	
  diagnosis:	
  40	
  
                                              	
  69%	
  use	
  a	
  pump	
  
                                              	
  Most	
  important	
  treatment:	
  
                                                     • 	
  Insulin	
  pump	
  (61%)	
  
                                                     • 	
  Insulin	
  injecEons	
  (28%)	
  
                                                                               In collaboration with:
PHIConnect CDC Center of Excellence in
                                                                     Public Health Informatics



                                                                  Caregivers	
  in	
  TuAnalyze	
  

8%	
  of	
  survey	
  par=cipants	
  use	
  the	
  TuAnalyze	
  applica=on	
  on	
  
behalf	
  of	
  a	
  loved	
  one	
  with	
  diabetes	
  

 	
  89%	
  of	
  them	
  are	
  using	
  the	
  applicaEon	
  for	
  a	
  child	
  

 	
  60%	
  spend	
  at	
  least	
  7	
  hours	
  per	
  week	
  helping	
  with	
  their	
  loved	
  one’s	
  
diabetes	
  care	
  

 	
  91%	
  are	
  the	
  primary	
  medical	
  liaison	
  for	
  their	
  loved	
  one	
  




                                                                In collaboration with:
PHIConnect CDC Center of Excellence in
                                                                                   Public Health Informatics


                                                                                                Preven=ve	
  Care	
  
                  %	
  of	
  Survey	
  Respondents	
  who	
  Follow	
  ADA	
  Care	
  Guidelines*	
  	
  


                     100%	
                                      90.2%	
         86.0%	
  
                      90%	
  
                      80%	
                      68.7%	
                                         69.1%	
  
                      70%	
  
                      60%	
  
                      50%	
      44.6%	
  
                      40%	
  
                      30%	
  
                      20%	
  
                      10%	
  
                       0%	
  




              	
  32%	
  of	
  survey	
  parEcipants	
  report	
  obtaining	
  all	
  five	
  
                                  recommended	
  care	
  pracEces      	
  
*	
  The	
  American	
  Diabetes	
  AssociaEon	
  recommends	
  that	
  all	
  persons	
  with	
  diabetes	
  receive	
  a	
  yearly	
  flu	
  
vaccinaEon,	
  cholesterol	
  check,	
  foot	
  exam,	
  dilated	
  eye	
  exam,	
  and	
  a	
  one-­‐Eme	
  pneumonia	
  vaccinaEon.	
  	
  	
  	
  

                                                                             In collaboration with:
PHIConnect CDC Center of Excellence in
                                                                                                                   Public Health Informatics



                                                               Self-­‐Care	
  Behaviors	
  and	
  Medical	
  Visits	
  
                                                                                                                   	
  

                                                                         Frequency	
  of	
  Care	
  Behaviors	
  
                                       70%	
  
                                                 64.8%	
  

                                       60%	
                                                                              Check	
  their	
  blood	
  glucose	
  5+	
  Emes	
  per	
  day	
  

                                                                               50.6%	
                        50.1%	
  
                                       50%	
                 47.7%	
  
%	
  of	
  Survey	
  Respondents	
  




                                                                                                                          Check	
  their	
  blood	
  glucose	
  before	
  driving	
  

                                       40%	
  
                                                                                                 31.6%	
                  Saw	
  a	
  DNE	
  in	
  the	
  last	
  year	
  
                                       30%	
  

                                                                                                                          Saw	
  a	
  nutriEonist	
  in	
  the	
  last	
  year	
  
                                       20%	
  


                                       10%	
  
                                                                                                                          Saw	
  their	
  diabetes	
  physican	
  4+	
  Emes	
  in	
  the	
  
                                                                                                                          last	
  year	
  
                                        0%	
  
                                                                          Care	
  Behavior	
  




                                                                                                             In collaboration with:
PHIConnect CDC Center of Excellence in
                                                                      Public Health Informatics


                                                         Challenges	
  in	
  the	
  Community	
  
                  Frequency	
  of	
  Health	
  Challenges	
  in	
  the	
  Survey	
  Popula=on	
  
        40%	
                   37.5%	
                                                   37.1%	
  

        35%	
  

        30%	
                                              28.2%	
  

        25%	
  
                                                                          19.7%	
  
        20%	
  
                                             14.9%	
  
        15%	
  
                    8.9%	
                                                                            %	
  of	
  survey	
  respondents	
  	
  
        10%	
  

         5%	
  

         0%	
  




 	
  2	
  of	
  3	
  survey	
  respondents	
  report	
  at	
  least	
  one	
  challenge	
  
                                                                 In collaboration with:
PHIConnect CDC Center of Excellence in
                                                                   Public Health Informatics


                                                                                       What’s	
  Next?	
  
  Brief,	
  targeted	
  surveys	
  on	
  specific	
  topics,	
  such	
  as:	
  
         • 	
  	
  ConEnuous	
  Glucose	
  Monitoring	
  
         • 	
  	
  Pump	
  and	
  device	
  use	
  
         • 	
  	
  Hypoglycemia	
  
         • 	
  	
  Women’s	
  reproducEve	
  health	
  and	
  diabetes	
  


      Thank	
  you	
  to	
  everyone	
  who	
  has	
  par=cipated	
  in	
  TuAnalyze!	
  
                                                                                       	
  
  	
  By	
  contribu=ng	
  your	
  data,	
  you	
  have	
  provided	
  an	
  invaluable	
  
                  window	
  into	
  the	
  TuDiabetes	
  community.           	
  

Our	
  research	
  is	
  ongoing:	
  if	
  you	
  haven’t	
  yet	
  used	
  TuAnalyze,	
  we	
  invite	
  you	
  to	
  
join,	
  enter	
  your	
  A1c	
  and	
  take	
  the	
  survey	
  at	
  hkp://tud4.us/TuAnalyzeProfile	
  .	
  
                                                              In collaboration with:

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Lessons from TuAnalyze: January 2011

  • 1. PHIConnect CDC Center of Excellence in Public Health Informatics The  TuAnalyze  project    Mission  -­‐-­‐  To  empower  people  touched  by  diabetes  to  track,  share  and   compare  their  health  informa=on  for  research  advancing  diabetes  care   and  public  health  response     TuAnalyze  is  a  so.ware  “app”  developed  for  TuDiabetes     TuAnalyze  launched  May  2010  in  English,  December  2010  in  Spanish     TuAnalyze  supports  reporEng  &  sharing  of  diabetes  informaEon     Data  are  used  in  aggregate  community  reports,    in  charts  and  maps   generated  for  the  community,  and  in  public  health  research     The  project  is  led  by  faculty  from  Children’s  Hospital  Boston  and   Harvard  Medical  School  in  collaboraEon  with  the  Diabetes  Hands   FoundaEon,  with  funding  from  the  US  Centers  for  Disease  Control   and  PrevenEon   In collaboration with:
  • 2. PHIConnect CDC Center of Excellence in Public Health Informatics Early  results:  Who’s  using  TuAnalyze?          1  in  10  TuDiabetes  members  using  TuAnalyze  (about  1700  users)            Users  from  43  countries  and  all  50  US  states  are  parEcipaEng     So  far  20  US  states  and  2   Canadian  provinces  have   reported  enough  A1c  values  to   “light  up”  these  map  regions       ArgenEna,  Spain,  Great  Britain   and  several  Mexican  states  are   geQng  close.   In collaboration with:
  • 3. PHIConnect CDC Center of Excellence in Public Health Informatics Glycemic  control  in  the  community   TuAnalyze  is  the  first  online  social  network  based  repor=ng   system  for  A1c—a  key  measure  of  diabetes  control       The  average  A1c  of  TuAnalyze  users  is  6.9%     A1c  ranges  from  4.0%  to  13.7%   Frequency  Distribu=on  of  A1c%  Among  TuAnalyze   Users   40%   35%   30%   %  of  Total     25%   20%   15%   10%   5%   0%   5%  or  lower   6%   7%   8%   9%   10%   11%   12%  or   higher   A1c    Value  Among  1453  Users   In collaboration with:
  • 4. PHIConnect CDC Center of Excellence in Public Health Informatics Glycemic  control  in  the  community     Most  users  (>  80%)  are  reporEng  current  A1c  values       As  app  use  has  increased,  users  with  a  wider  range  of  A1c  have  begun   parEcipaEng—providing  a  more  complete  picture   May  2010   August  2010   December  2010     1  of  4  users  have  entered  more  than  one  A1c  into  TuAnalyze     Users  who  are  updaEng  their  A1cs  with  new  values  are,  on  average,   reporEng  lower  A1c  values  over  Eme   In collaboration with:
  • 5. PHIConnect CDC Center of Excellence in Public Health Informatics US  na=onal  comparison     Among  users  with  diagnosed  diabetes,  the  average  A1c  reported  by  US   TuAnalyze  users  is  lower  than  the  average  A1c  esEmated  from  a  US   naEonal  health  reporEng  system*  (avg.  A1c  respecEvely,  6.7%  vs.  7.3%)     A  close  look  shows  different  A1c  distribuEon  in  the  two  groups   45%   40%   Percent  of  total  with  given  A1c   35%   30%   25%   20%   TuAnalyze   15%   NHANES   10%   5%   0%   5%  or  lower   6%   7%   8%   9%   10%   11%   12%  or  higher   Rounded  A1c   340  par=cpants  from  TuAnalyze  and  704  from  NHANES   *2007-­‐08  NaEonal  Health  and  NutriEon   ExaminaEon  Survey  (NHANES)   In collaboration with:
  • 6. PHIConnect CDC Center of Excellence in Public Health Informatics TuAnalyze  survey   1  in  3  TuAnalyze  users  has  taken  the  1st  TuAnalyze  survey,  so  far!   Among  this  group:     Diabetes  Type  Among  Survey  Par=cipants     60%  are  female   Pre-­‐Diabetes     Average  age  is  44,  age  ranges  from  14-­‐81   LADA     0.7%     Average  A1c  is  6.75%   10.5%     A1c  does  not  differ  by  age,  diabetes  type,   Type  2   or  by  dura5on  of  diagnosis   26.1%   Type  1   62.7%   Among  437  Survey  ParEcipants     In collaboration with:
  • 7. PHIConnect CDC Center of Excellence in Public Health Informatics Type  1  Diabetes   Type  2  Diabetes        Average:      Average:   •   A1c  6.75%   •   A1c  6.77%   •   Age:  42   •   Age:  52   •   Age  at  diagnosis:  17   •   Age  at  diagnosis:  44      74%  use  a  pump      48%  on  insulin;  23%  of  those      Most  important  treatment:   use  a  pump   •   Pump  (70%)      Most  important  treatment:   •   InjecEons  (23%)   •   Diet  (39%)   LADA  Diabetes   •   Insulin  injecEons  (25%)    Average:   •   A1c  6.8%   •   Age:  51   •   Age  at  diagnosis:  40      69%  use  a  pump      Most  important  treatment:   •   Insulin  pump  (61%)   •   Insulin  injecEons  (28%)   In collaboration with:
  • 8. PHIConnect CDC Center of Excellence in Public Health Informatics Caregivers  in  TuAnalyze   8%  of  survey  par=cipants  use  the  TuAnalyze  applica=on  on   behalf  of  a  loved  one  with  diabetes      89%  of  them  are  using  the  applicaEon  for  a  child      60%  spend  at  least  7  hours  per  week  helping  with  their  loved  one’s   diabetes  care      91%  are  the  primary  medical  liaison  for  their  loved  one   In collaboration with:
  • 9. PHIConnect CDC Center of Excellence in Public Health Informatics Preven=ve  Care   %  of  Survey  Respondents  who  Follow  ADA  Care  Guidelines*     100%   90.2%   86.0%   90%   80%   68.7%   69.1%   70%   60%   50%   44.6%   40%   30%   20%   10%   0%      32%  of  survey  parEcipants  report  obtaining  all  five   recommended  care  pracEces   *  The  American  Diabetes  AssociaEon  recommends  that  all  persons  with  diabetes  receive  a  yearly  flu   vaccinaEon,  cholesterol  check,  foot  exam,  dilated  eye  exam,  and  a  one-­‐Eme  pneumonia  vaccinaEon.         In collaboration with:
  • 10. PHIConnect CDC Center of Excellence in Public Health Informatics Self-­‐Care  Behaviors  and  Medical  Visits     Frequency  of  Care  Behaviors   70%   64.8%   60%   Check  their  blood  glucose  5+  Emes  per  day   50.6%   50.1%   50%   47.7%   %  of  Survey  Respondents   Check  their  blood  glucose  before  driving   40%   31.6%   Saw  a  DNE  in  the  last  year   30%   Saw  a  nutriEonist  in  the  last  year   20%   10%   Saw  their  diabetes  physican  4+  Emes  in  the   last  year   0%   Care  Behavior   In collaboration with:
  • 11. PHIConnect CDC Center of Excellence in Public Health Informatics Challenges  in  the  Community   Frequency  of  Health  Challenges  in  the  Survey  Popula=on   40%   37.5%   37.1%   35%   30%   28.2%   25%   19.7%   20%   14.9%   15%   8.9%   %  of  survey  respondents     10%   5%   0%      2  of  3  survey  respondents  report  at  least  one  challenge   In collaboration with:
  • 12. PHIConnect CDC Center of Excellence in Public Health Informatics What’s  Next?   Brief,  targeted  surveys  on  specific  topics,  such  as:   •     ConEnuous  Glucose  Monitoring   •     Pump  and  device  use   •     Hypoglycemia   •     Women’s  reproducEve  health  and  diabetes   Thank  you  to  everyone  who  has  par=cipated  in  TuAnalyze!      By  contribu=ng  your  data,  you  have  provided  an  invaluable   window  into  the  TuDiabetes  community.   Our  research  is  ongoing:  if  you  haven’t  yet  used  TuAnalyze,  we  invite  you  to   join,  enter  your  A1c  and  take  the  survey  at  hkp://tud4.us/TuAnalyzeProfile  .   In collaboration with: