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Massachuse(s	
  Pa+ent-­‐Centered	
  Medical	
  Home	
  Ini+a+ve:	
  Impact	
  on	
  Clinical	
  Quality	
  at	
  Midpoint	
  
Judith	
  Steinberg,	
  MD,	
  MPH;	
  Sai	
  Cherala,	
  MD,	
  MPH;	
  Chris+ne	
  Johnson,	
  PhD;	
  Ann	
  Lawthers,	
  SM,	
  ScD	
  	
  
Center	
  for	
  Health	
  Policy	
  and	
  Research,	
  Commonwealth	
  Medicine,	
  University	
  of	
  Massachuse;s	
  Medical	
  School	
  
§  Massachuse;s	
  Pa=ent	
  Centered	
  Medical	
  Home	
  
Ini=a=ve	
  (MA	
  PCMHI):	
  
§  Mul=-­‐payer,	
  statewide	
  ini=a=ve,	
  sponsored	
  by	
  MA	
  
Health	
  &	
  Human	
  Services	
  	
  
§  45	
  par=cipa=ng	
  prac=ces:	
  35	
  adult	
  prac=ces,	
  7	
  
pediatric	
  prac=ces	
  and	
  3	
  adult	
  and	
  pediatric	
  prac=ces	
  
§  3-­‐year	
  demonstra=on;	
  Start:	
  March	
  29,	
  2011	
  	
  
§  Includes	
  payment	
  reform	
  and	
  technical	
  assistance	
  
	
  	
  	
  VISION:	
  	
  All	
  MA	
  primary	
  care	
  prac3ces	
  will	
  be	
  PCMHs	
  
by	
  2015	
  
	
  
Aim	
  	
  	
  
§  Assess	
  data	
  trends	
  of	
  12	
  clinical	
  quality	
  measures	
  from	
  
par=cipa=ng	
  prac=ces	
  for	
  first	
  21	
  months	
  of	
  the	
  
ini=a=ve	
  
Design	
  	
  
§  Quality	
  improvement	
  study	
  using	
  self-­‐reported	
  monthly	
  
clinical	
  quality	
  measures	
  data	
  from	
  all	
  PCMHI	
  prac=ces	
  
from	
  June	
  2011	
  through	
  February	
  2013	
  
§  Clinical	
  quality	
  measures	
  covered	
  the	
  domains	
  of	
  adult	
  
diabetes,	
  pediatric	
  asthma,	
  care	
  coordina=on	
  and	
  care	
  
management,	
  and	
  adult	
  preven=on.	
  	
  	
  
Interven+on	
  	
  
§  Technical	
  Assistance:	
  Three-­‐year	
  Learning	
  
Collabora=ve:	
  
•  Learning	
  sessions,	
  conference	
  calls,	
  webinars,	
  online	
  
courses,	
  support	
  for	
  obtaining	
  NCQA	
  PCMH	
  
recogni=on	
  and	
  prac=ce	
  facilita=on	
  
§  Financial	
  Incen+ves:	
  32/45	
  prac=ces	
  receive	
  payment	
  
reform	
  
Methods	
  	
  
§  Linear	
  Mixed	
  Model	
  	
  
Analysis	
  	
  
§  Data	
  were	
  divided	
  into	
  three-­‐month	
  periods:	
  Time	
  1	
  
(2011-­‐June,	
  July	
  and	
  August)…..	
  to	
  Time	
  7(2012-­‐	
  
December,	
  2013-­‐	
  January	
  and	
  February)	
  	
  
§  Analysis	
  of	
  Change	
  over	
  Time:	
  Time	
  1	
  or	
  Time	
  2	
  (Care	
  
Coordina=on	
  and	
  Care	
  Management	
  measures	
  
collec=on	
  started	
  at	
  later	
  =me)	
  vs.	
  Time	
  7	
  
TABLE	
  1:	
  PRACTICE	
  CHARACTERISTICS	
  
FIGURE	
  1.	
  CLINICAL	
  QUALITY	
  MEASURES	
  CHANGE	
  OVER	
  TIME	
  	
  	
  	
  	
  
Prac+ce	
  Characteris+cs	
   Percentage	
  
Geography	
  
Rural	
  (<10,000	
  popula=on)	
  	
   9%	
  
Suburban	
  (10,000	
  to	
  50,000)	
   20%	
  
Urban	
  (>=	
  50,000)	
  	
   71%	
  
Prac+ce	
  Size	
  (Based	
  on	
  No.	
  of	
  Full	
  Time	
  
Prac++oners)	
  	
  
Small	
  (<	
  6	
  FTE)	
   31%	
  
Medium	
  (Between	
  6	
  and	
  11	
  FTE)	
   29%	
  
Large	
  (>	
  11	
  FTE)	
  	
   40%	
  
Type	
  of	
  Prac+ce	
  
Community	
  Health	
  Center	
   56%	
  
Residency	
  or	
  Academic	
  Prac=ce	
   11%	
  
Group	
  Prac=ce	
   29%	
  
Solo	
  Prac=ce	
   4%	
  
Payer	
  Mix	
  (Prac+ces	
  with	
  Financial	
  Incen+ves	
  	
  
N=31)	
  
Commercial	
   12%	
  
Health	
  Safety	
  Net	
   15%	
  
Medicaid	
   72%	
  
Medicare	
   1%	
  
	
  
3	
  measures	
  showed	
  sta+s+cally	
  significant	
  
improvement	
  from	
  Baseline	
  to	
  Time	
  7:	
  
§  Diabe=c	
  pa=ents	
  screened	
  for	
  depression	
  
(25.8%	
  to	
  42.4%,	
  p=0.0009)	
  
§  Ac=on	
  plan	
  for	
  children	
  diagnosed	
  with	
  
persistent	
  asthma	
  (19.6%	
  to	
  50.7%,	
  
p=0.0076)	
  
§  Highest	
  risk	
  pa=ents	
  with	
  care	
  plan	
  (36.5%	
  
to	
  54.2%,	
  p=0.0147)	
  
All	
  other	
  measures	
  showed	
  a	
  non-­‐significant	
  
trend	
  towards	
  improvement	
  or	
  no	
  change	
  
FIGURE	
  2.	
  CLINICAL	
  QUALITY	
  MEASURES:	
  
SIGNIFICANT	
  CHANGE	
  OVER	
  TIME	
  	
  
71.3	
  
16.2	
  
61.7	
  
47.7	
  
25.8	
  
35.1	
  
80.9	
  
45.1	
  
76.1	
  
19.6	
  
66.9	
  
36.5	
  
68.7	
  
15.2	
  
61.6	
  
45.8	
   42.4*	
   39.2	
  
86.3	
  
50.1	
  
77.6	
  
50.7*	
  
70.6	
  
54.2*	
  
0	
  
10	
  
20	
  
30	
  
40	
  
50	
  
60	
  
70	
  
80	
  
90	
  
100	
  
BP	
  <	
  140/90	
  
mmHg	
  	
  	
  
HbA1c	
  >	
  9%	
  	
  	
   HbA1c	
  <	
  8%	
   LDL	
  Control	
  <	
  
100mg/dL	
  
Screened	
  for	
  
Depression	
  	
  	
  
Adult	
  Weight	
  
Screening	
  and	
  
Follow-­‐Up	
  	
  	
  
Tobacco	
  Use	
  
Assessment	
  	
  
Tobacco	
  
Cessa+on	
  
Interven+on	
  	
  
Use	
  of	
  
Appropriate	
  
Medica+ons	
  
for	
  Asthma	
  	
  	
  
Persistent	
  
Asthma	
  
Pa+ents	
  With	
  
Ac+on	
  Plan	
  	
  	
  
Hospital	
  
Discharge	
  
Follow-­‐Up	
  
Management	
  
of	
  Highest-­‐Risk	
  
Pa+ent:	
  
Developing	
  
Care	
  Plan	
  	
  	
  
Percent	
  	
  
Measures	
  
Baseline	
   Time	
  7	
  
Adult	
  Diabetes	
  	
   Adult	
  Preven+on	
  	
   Pediatric	
  Asthma	
  	
  	
   Care	
  Coordina+on	
  and	
  
Care	
  Management	
  
*	
  Values	
  met	
  the	
  study’s	
  defini+on	
  of	
  sta+s+cal	
  significance	
  p<.05.	
  	
  	
  
0	
  
10	
  
20	
  
30	
  
40	
  
50	
  
60	
  
Time	
  1	
   Time	
  2	
   Time	
  3	
   Time	
  4	
   Time	
  5	
   Time	
  6	
   Time	
  7	
  
Percent	
  
Time	
  
Screened for Depression
Persistent Asthma Patients With Action Plan
Management of Highest-Risk Patient:
Developing Care Plan
INTRODUCTION	
  
METHODS	
  	
  
	
  
§  In	
  the	
  first	
  21	
  months	
  of	
  the	
  MA	
  PCMHI,	
  
par=cipa=ng	
  prac=ces	
  have	
  significantly	
  improved:	
  
•  Diabetes	
  care	
  delivery	
  by	
  more	
  consistently	
  
screening	
  pa=ents	
  for	
  depression	
  
•  Pediatric	
  asthma	
  care	
  by	
  more	
  consistently	
  
developing	
  ac=on	
  plans	
  for	
  pa=ents	
  with	
  
persistent	
  asthma	
  
•  Care	
  management	
  by	
  more	
  consistently	
  
developing	
  care	
  plans	
  for	
  highest	
  risk	
  pa=ents	
  
§  Sta=s=cally	
  significant	
  change	
  seen	
  in:	
  
•  Process	
  measures,	
  new	
  processes	
  and/or	
  newly	
  
documented	
  processes	
  
•  Measures	
  for	
  specific	
  pa=ent	
  popula=ons	
  
RESULTS	
  
DISCUSSION	
  	
  
CONCLUSION	
  AND	
  POLICY	
  IMPLICATIONS	
  
§  Primary	
  care	
  prac=ce	
  transforma=on	
  takes	
  =me	
  
§  Processes	
  of	
  care	
  are	
  more	
  likely	
  to	
  improve	
  
before	
  outcomes	
  are	
  impacted	
  
§  Use	
  of	
  a	
  clinical	
  quality	
  measures	
  set	
  is	
  important	
  
for:	
  
•  Developing	
  prac=ces’	
  skill	
  set	
  in	
  QI,	
  a	
  PCMH	
  
component	
  
•  Evalua=ng	
  the	
  impact	
  of	
  implemen=ng	
  PCMH	
  
processes	
  on	
  pa=ent	
  care	
  and	
  outcomes	
  

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Academy Health-Annual Research Meeting-2013-MA PCMHI: Impact on Clinical Quality at Midpoint

  • 1. Massachuse(s  Pa+ent-­‐Centered  Medical  Home  Ini+a+ve:  Impact  on  Clinical  Quality  at  Midpoint   Judith  Steinberg,  MD,  MPH;  Sai  Cherala,  MD,  MPH;  Chris+ne  Johnson,  PhD;  Ann  Lawthers,  SM,  ScD     Center  for  Health  Policy  and  Research,  Commonwealth  Medicine,  University  of  Massachuse;s  Medical  School   §  Massachuse;s  Pa=ent  Centered  Medical  Home   Ini=a=ve  (MA  PCMHI):   §  Mul=-­‐payer,  statewide  ini=a=ve,  sponsored  by  MA   Health  &  Human  Services     §  45  par=cipa=ng  prac=ces:  35  adult  prac=ces,  7   pediatric  prac=ces  and  3  adult  and  pediatric  prac=ces   §  3-­‐year  demonstra=on;  Start:  March  29,  2011     §  Includes  payment  reform  and  technical  assistance        VISION:    All  MA  primary  care  prac3ces  will  be  PCMHs   by  2015     Aim       §  Assess  data  trends  of  12  clinical  quality  measures  from   par=cipa=ng  prac=ces  for  first  21  months  of  the   ini=a=ve   Design     §  Quality  improvement  study  using  self-­‐reported  monthly   clinical  quality  measures  data  from  all  PCMHI  prac=ces   from  June  2011  through  February  2013   §  Clinical  quality  measures  covered  the  domains  of  adult   diabetes,  pediatric  asthma,  care  coordina=on  and  care   management,  and  adult  preven=on.       Interven+on     §  Technical  Assistance:  Three-­‐year  Learning   Collabora=ve:   •  Learning  sessions,  conference  calls,  webinars,  online   courses,  support  for  obtaining  NCQA  PCMH   recogni=on  and  prac=ce  facilita=on   §  Financial  Incen+ves:  32/45  prac=ces  receive  payment   reform   Methods     §  Linear  Mixed  Model     Analysis     §  Data  were  divided  into  three-­‐month  periods:  Time  1   (2011-­‐June,  July  and  August)…..  to  Time  7(2012-­‐   December,  2013-­‐  January  and  February)     §  Analysis  of  Change  over  Time:  Time  1  or  Time  2  (Care   Coordina=on  and  Care  Management  measures   collec=on  started  at  later  =me)  vs.  Time  7   TABLE  1:  PRACTICE  CHARACTERISTICS   FIGURE  1.  CLINICAL  QUALITY  MEASURES  CHANGE  OVER  TIME           Prac+ce  Characteris+cs   Percentage   Geography   Rural  (<10,000  popula=on)     9%   Suburban  (10,000  to  50,000)   20%   Urban  (>=  50,000)     71%   Prac+ce  Size  (Based  on  No.  of  Full  Time   Prac++oners)     Small  (<  6  FTE)   31%   Medium  (Between  6  and  11  FTE)   29%   Large  (>  11  FTE)     40%   Type  of  Prac+ce   Community  Health  Center   56%   Residency  or  Academic  Prac=ce   11%   Group  Prac=ce   29%   Solo  Prac=ce   4%   Payer  Mix  (Prac+ces  with  Financial  Incen+ves     N=31)   Commercial   12%   Health  Safety  Net   15%   Medicaid   72%   Medicare   1%     3  measures  showed  sta+s+cally  significant   improvement  from  Baseline  to  Time  7:   §  Diabe=c  pa=ents  screened  for  depression   (25.8%  to  42.4%,  p=0.0009)   §  Ac=on  plan  for  children  diagnosed  with   persistent  asthma  (19.6%  to  50.7%,   p=0.0076)   §  Highest  risk  pa=ents  with  care  plan  (36.5%   to  54.2%,  p=0.0147)   All  other  measures  showed  a  non-­‐significant   trend  towards  improvement  or  no  change   FIGURE  2.  CLINICAL  QUALITY  MEASURES:   SIGNIFICANT  CHANGE  OVER  TIME     71.3   16.2   61.7   47.7   25.8   35.1   80.9   45.1   76.1   19.6   66.9   36.5   68.7   15.2   61.6   45.8   42.4*   39.2   86.3   50.1   77.6   50.7*   70.6   54.2*   0   10   20   30   40   50   60   70   80   90   100   BP  <  140/90   mmHg       HbA1c  >  9%       HbA1c  <  8%   LDL  Control  <   100mg/dL   Screened  for   Depression       Adult  Weight   Screening  and   Follow-­‐Up       Tobacco  Use   Assessment     Tobacco   Cessa+on   Interven+on     Use  of   Appropriate   Medica+ons   for  Asthma       Persistent   Asthma   Pa+ents  With   Ac+on  Plan       Hospital   Discharge   Follow-­‐Up   Management   of  Highest-­‐Risk   Pa+ent:   Developing   Care  Plan       Percent     Measures   Baseline   Time  7   Adult  Diabetes     Adult  Preven+on     Pediatric  Asthma       Care  Coordina+on  and   Care  Management   *  Values  met  the  study’s  defini+on  of  sta+s+cal  significance  p<.05.       0   10   20   30   40   50   60   Time  1   Time  2   Time  3   Time  4   Time  5   Time  6   Time  7   Percent   Time   Screened for Depression Persistent Asthma Patients With Action Plan Management of Highest-Risk Patient: Developing Care Plan INTRODUCTION   METHODS       §  In  the  first  21  months  of  the  MA  PCMHI,   par=cipa=ng  prac=ces  have  significantly  improved:   •  Diabetes  care  delivery  by  more  consistently   screening  pa=ents  for  depression   •  Pediatric  asthma  care  by  more  consistently   developing  ac=on  plans  for  pa=ents  with   persistent  asthma   •  Care  management  by  more  consistently   developing  care  plans  for  highest  risk  pa=ents   §  Sta=s=cally  significant  change  seen  in:   •  Process  measures,  new  processes  and/or  newly   documented  processes   •  Measures  for  specific  pa=ent  popula=ons   RESULTS   DISCUSSION     CONCLUSION  AND  POLICY  IMPLICATIONS   §  Primary  care  prac=ce  transforma=on  takes  =me   §  Processes  of  care  are  more  likely  to  improve   before  outcomes  are  impacted   §  Use  of  a  clinical  quality  measures  set  is  important   for:   •  Developing  prac=ces’  skill  set  in  QI,  a  PCMH   component   •  Evalua=ng  the  impact  of  implemen=ng  PCMH   processes  on  pa=ent  care  and  outcomes