PCIT CPA Presentation - Family and Developmental ... · 150605 3 Meta’Regression-forDiagnosis-0...

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150605 1 ParentChild Interaction Therapy for Child Disruptive Behaviour Disorders: A MetaAnalysis Michelle A. Ward Jennifer Theule Kristene Cheung University of Manitoba Disruptive Behaviour Disorders ADHD Attention Deficit Hyperactivity Disorder ODD Oppositional Defiant Disorder CD Conduct Disorder http://www.123rf.com/ clipartvector/angry.html Criteria Based on the DSMIVTR ParentChild Interaction Therapy (PCIT) http://www.westchesterparentingcenter.com/pcit.php Eyberg (1988) Previous Research Bradley & Mandell (2005) Interventions for ODD 2 of 7 studies implemented PCIT Thomas & ZimmerGembeck (2007) Interventions for children with behaviour problems 13 of 24 studies implemented PCIT Found large to medium effect sizes for PCIT Gallagher (2003) Systematic review of PCIT across 17 studies Found statistically significant improvements in every study and clinically significant improvements in 14 studies Building on Past Research Incorporated recent research Altered eligibility criteria Samples who have experienced trauma excluded Limited to clinically significant behaviour problems Included unpublished research Explored gender and diagnosis as moderators The Present MetaAnalysis Research Questions: Establish clarity regarding PCIT efficacy Determine efficacy of PCIT with: Boys vs. girls ADHD, ODD, and CD Hypotheses: Medium to large effect size More effective for children with ODD & CD

Transcript of PCIT CPA Presentation - Family and Developmental ... · 150605 3 Meta’Regression-forDiagnosis-0...

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Parent-­‐Child  Interaction  Therapy  for  Child  Disruptive  Behaviour  Disorders:    

A  Meta-­‐Analysis    

Michelle  A.  Ward  Jennifer  Theule  Kristene  Cheung  

 

University  of  Manitoba  

Disruptive  Behaviour  Disorders  

� ADHD  ¡ Attention  Deficit  Hyperactivity  Disorder  

� ODD  ¡ Oppositional  Defiant  Disorder  

� CD  ¡ Conduct  Disorder  

http://www.123rf.com/clipart-­‐vector/angry.html  

-­‐  Criteria  Based  on  the  DSM-­‐IV-­‐TR  

Parent-­‐Child  Interaction  Therapy  (PCIT)  

http://www.westchesterparentingcenter.com/pcit.php  

-­‐  Eyberg  (1988)  

Previous  Research  

�  Bradley  &  Mandell  (2005)  ¡  Interventions  for  ODD  ¡  2  of  7  studies  implemented  PCIT  

�  Thomas  &  Zimmer-­‐Gembeck  (2007)  ¡  Interventions  for  children  with  behaviour  problems  ¡  13  of  24  studies  implemented  PCIT  ¡  Found  large  to  medium  effect  sizes  for  PCIT  

�  Gallagher  (2003)  ¡  Systematic  review  of  PCIT  across  17  studies    ¡  Found  statistically  significant  improvements  in  every  

study  and  clinically  significant  improvements  in  14  studies      

Building  on  Past  Research  

�  Incorporated  recent  research  

� Altered  eligibility  criteria  ¡ Samples  who  have  experienced  trauma  excluded  ¡ Limited  to  clinically  significant  behaviour  problems  

�  Included  unpublished  research  

� Explored  gender  and  diagnosis  as  moderators      

The  Present  Meta-­‐Analysis  

� Research  Questions:  ¡ Establish  clarity  regarding  PCIT  efficacy  ¡ Determine  efficacy  of  PCIT  with:  

÷ Boys  vs.  girls  ÷ ADHD,  ODD,  and  CD  

� Hypotheses:  ¡ Medium  to  large  effect  size  ¡ More  effective  for  children  with  ODD  &  CD  

 

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Records  identified  through  primary  database  search  

 PsycINFO,  PubMed,  ERIC,  ProQuest  

Dissertations  and  Theses  ,  and  Google  Scholar    

(n  =  536)  

 

 

Records  obtained  through:      

•  Backwards  &  forwards  referencing  

•  Previous  reviews  •  Contact  with  Dr.  Sheila  Eyberg  

 

(n  =  5)  

Records  after  duplicates  removed  (n  =  473)  

Full-­‐text  articles  assessed  for  eligibility    

(n  =  67)  

Included    (n  =  12)  

Full-­‐text  articles  excluded  (n  =  52)    

•  Sample  not  eligible  (n  =  23)  •  Overlapping  sample  (n  =  6)  •  Follow-­‐up  study  (n  =  9)  •  PCIT  modified/shortened  (n  =  5)  •  Dissertation  later  published  (n  =  3)  •  Comparison  of  outcomes  presented  

ineligible  (n  =  3)  •  No  direct  measure  of  externalizing  

behaviour  (n  =  2)  •  PCIT  not  implemented  (n  =  1)      

PRISMA  Flow  Diagram  (Moher,  Liberati,  Tetzlaff,  &  Altman,  2009)  

Records  identified  through  primary  database  search  

 PsycINFO,  PubMed,  ERIC,  ProQuest  

Dissertations  and  Theses  ,  and  Google  Scholar    

(n  =  536)  

 

 

Records  obtained  through:      

•  Backwards  &  forwards  referencing  

•  Previous  reviews  •  Contact  with  Dr.  Sheila  Eyberg  

 

(n  =  5)  

Records  after  duplicates  removed  (n  =  473)  

Full-­‐text  articles  assessed  for  eligibility    

(n  =  67)  

Included    (n  =  12)  

Full-­‐text  articles  excluded  (n  =  52)    

•  Sample  not  eligible  (n  =  23)  •  Overlapping  sample  (n  =  6)  •  Follow-­‐up  study  (n  =  9)  •  PCIT  modified/shortened  (n  =  5)  •  Dissertation  later  published  (n  =  3)  •  Comparison  of  outcomes  presented  

ineligible  (n  =  3)  •  No  direct  measure  of  externalizing  

behaviour  (n  =  2)  •  PCIT  not  implemented  (n  =  1)      

PRISMA  Flow  Diagram  (Moher,  Liberati,  Tetzlaff,  &  Altman,  2009)  

Study  Characteristics  

� 10  published  &  2  unpublished    � 11  studies  linked  to  the  developer  of  PCIT  

� 11  conducted  in  USA  

� 254  treated  &  118  control  group  participants  ¡ Majority  White  boys    

Is  PCIT  an  Effective  Intervention?  

� Determining  PCIT  Efficacy:  ¡ 2  Separate  Meta-­‐Analyses  

÷ Pre-­‐Post  Treatment  Data:  

÷ Treatment-­‐Control  Data  

¡ Cohen’s  d  ¡ Random  Effects  Model    

Is  PCIT  an  Effective  Intervention?  

� Determining  PCIT  Efficacy:  ¡ 2  Separate  Meta-­‐Analyses  

÷ Pre-­‐Post  Treatment  Data:  

d  =  1.65,  95%  CI  [1.41,  1.90],  p  <  .001  

÷ Treatment-­‐Control  Data  d  =  1.39,  95%  CI  [1.05,  1.73],  p  <  .001  

¡ Cohen’s  d  ¡ Random  Effects  Model    

Meta-­‐Regression  for  Gender  

0  

0.5  

1  

1.5  

2  

2.5  

3  

0   10   20   30   40   50   60   70   80   90   100  

Effec

t  Size  

%  of  Girls  in  Sample  

Q(1)  =  0.03,  p  =  .86    

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Meta-­‐Regression  for  Diagnosis  

0  

0.5  

1  

1.5  

2  

0   50   100  

Meta-­‐Regression  for  ADHD  Moderator  

Effec

t  Size  

%  of  ADHD  in  Sample  

ADHD  Q(1)  =  0.19,  p  =  .67  

 CD  

Q(1)  =  1.71,  p  =  .19    

ODD  Q(1)  =  0.47,  p  =  .49  

0  

0.5  

1  

1.5  

2  

0   50   100  

Meta-­‐Regression  for  CD  Moderator  

Meta-­‐Regression  for  Diagnosis  

Effec

t  Size  

%  of  CD  in  Sample  

ADHD  Q(1)  =  0.19,  p  =  .67  

 CD  

Q(1)  =  1.71,  p  =  .19    

ODD  Q(1)  =  0.47,  p  =  .49  

Meta-­‐Regression  for  Diagnosis  

ADHD  Q(1)  =  0.19,  p  =  .67  

 CD  

Q(1)  =  1.71,  p  =  .19    

ODD  Q(1)  =  0.47,  p  =  .49  Eff

ect  S

ize  

%  of  ODD  in  Sample  

0  

0.5  

1  

1.5  

2  

0   50   100  

Meta-­‐Regression  for  ODD  Moderator  

� PCIT  found  to  be  efficacious  intervention  

� Limitations  within  the  literature:  ¡ Few  original  studies  available  ¡ Few  independent  studies  available  ¡ Sample  populations  not  diverse  

÷ Gender  ÷ Diagnosis  

 

Major  Findings  

÷ Ethnicity  ÷ Country  

 

Implications  

� For  Practitioners:  ¡ Efficient  transfer  of  information  

¡ Evidence-­‐based  decisions  

http://www.clipartbest.com/clipart-­‐di8xBM8ie  

� For  Researchers:  ¡  Independent  research  ¡ Explore  diagnoses  individually  ¡ More  diverse  populations  

References  

�  American  Psychiatric  Association.  (2000).  Diagnostic  and  statistical  manual  of  mental  disorders  (4th  ed.,    text  rev.).  Washington,  DC:  Author.  

�  Bradley,  M.  C.,  &  Mandell,  D.  (2005).  Oppositional  Defiant  Disorder:  A  systematic  review  of  evidence  of    intervention  effectiveness.  Journal  of  Experimental  Criminology,  1,  343-­‐365.  doi:10.1007/  s11292-­‐005-­‐0062-­‐3  

�  Eyberg,  S.  (1988).  Parent-­‐Child  Interaction  Therapy:  Integration  of  traditional  and  behavioral  concerns.    Child  &  Family  Behavior  Therapy,  10(1),  33-­‐46.  Retrieved  from  http://search.proquest.com/  docview/617552407?accountid=14569  

�  Gallagher,  N.  (2003).  Effects  of  Parent-­‐Child  Interaction  Therapy  on  young  children  with  disruptive    behavior  disorders.  Bridges,  1(4).  Retrieved  from  http://sc-­‐boces.org/english/IMC/Focus/parent-­‐  child_interaction_theory.pdf  

�  Kazdin,  A.  E.  (2003).  Psychotherapy  for  children  and  adolescents.  Annual  Review  of  Psychology,  54,    253-­‐276.  Retrieved  from  http://www.annualreviews.org.proxy1.lib.umanitoba.ca/doi/abs/10.1146/  annurev.psych.54.101601.145105  

�  Liberati,  A.,  Altman,  D.  G.,  Tetzlaff,  J.,  Mulrow,  C.,  Götzsche,  P.  C.,  Ioannidis,  J.  P.  A.,  …  &    Moher,  D.    (2009).  The  PRISMA  statement  for  reporting  systematic  reviews  and  meta-­‐analyses  of  studies    that  evaluate  healthcare  interventions:  explanation  and  elaboration.  BMJ,  339,  b2700,  doi:  10.1136/bmj.b2700    

�  Pliszka,  S.  (2007).  Practice  parameter  for  the  assessment  and  treatment  of  children  and  adolescents  with    Attention-­‐Deficit/Hyperactivity  Disorder.  Journal  of  the  American  Academy  of  Child  &  Adolescent    Psychiatry,  46(7),  894-­‐921.  doi:10.1097/chi.0b013e318054e724  

�  Thomas,  R.,  &  Zimmer-­‐Gembeck,  M.  (2007).  Behavioral  outcomes  of  Parent-­‐Child  Interaction  Therapy    and  Triple  P-­‐Positive  Parenting  Program:  A  review  and  meta-­‐analysis.  Journal  of  Abnormal  Child    Psychology,  35,  475-­‐495.  doi:10.1007/s10802-­‐007-­‐9104-­‐9  

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Studies  Included  in  Meta-­‐Analysis  

*Bagner,  D.  M.,  Sheinkopf,  S.  J.,  Vohr,  B.  R.,  &  Lester,  B.  M.  (2010).  Parenting  intervention  for  externalizing  behavior  problems  in  children  born  premature:  An  initial  examination.  Journal  of  Developmental  and  Behavioral  Pediatrics,  31,  209-­‐216.  doi:10.1097/DBP.0b013e3181d5a294    

*Brestan,  E.  V.,  Eyberg,  S.  M.,  Boggs,  S.  R.,  &  Algina,  J.  (1997).  Parent–Child  Interaction  Therapy:  Parents'  perceptions  of  untreated  siblings.  Child  &  Family  Behavior  Therapy,  19,  13-­‐28.  doi:10.1300/J019v19n03_02    

*Brinkmeyer,  M.  Y.  (2006).  Conduct  Disorder  in  young  children:  A  comparison  of  clinical  presentation  and  treatment  outcome  in  preschoolers  with  Conduct  Disorder  versus  Oppositional  Defiant  Disorder  (Doctoral  dissertation).  Retrieved  from  ProQuest  Dissertations  and  Theses.  (UMI  No.  3234523)    

*Chase,  R.  M.  (2005).  Parent-­‐child  Interaction  Therapy  for  Children  with  comorbid  externalizing  and  internalizing  symptoms  (Doctoral  dissertation).  University  of  Florida.    

*Eisenstadt,  T.  H.,  Eyberg,  S.,  McNeil,  C.  B.,  Newcomb,  K.,  &  Funderburk,  B.  (1993).  Parent-­‐Child  Interaction  Therapy  with  behavior  problem  children:  Relative  effectiveness  of  two  stages  and  overall  treatment  outcome.  Journal  of  Clinical  Child  Psychology,  22,  42-­‐51.  doi:10.1207/s15374424jccp2201_4    

*Eyberg,  S.  M.,  Boggs,  S.  R.,  &  Algina,  J.  (1995).  Parent-­‐Child  Interaction  Therapy:  A  psychosocial  model  for  the  treatment  of  young  children  with  conduct  problem  behavior  and  their  families.  Psychopharmacology  Bulletin,  31,  83-­‐91.  Retrieved  from  http://search.proquest.com/docview/618907753?accountid=14569    

*Floyd,  E.  M.  (2005).  Treatment  of  Oppositional  Defiant  Disorder  in  preschoolers  with  or  without  comorbid  Attention  Deficit  Hyperactivity  Disorder  (Doctoral  dissertation).  Retrieved  from  ProQuest  Dissertations  and  Theses.  (UMI  No.  3192381)    

*Matos,  M.,  Bauermeister,  J.  J.,  &  Bernal,  G.  (2009).  Parent-­‐Child  Interaction  Therapy  for  Puerto  Rican  preschool  children  with  ADHD  and  behavior  problems:  A  pilot  efficacy  study.  Family  Process,  48,  232-­‐252.  doi:10.1111/j.1545-­‐5300.2009.01279.x      

*McCabe,  K.,  &  Yeh,  M.  (2009).  Parent-­‐Child  Interaction  Therapy  for  Mexican  Americans:  A  randomized  clinical  trial.  Journal  of  Clinical  Child  and  Adolescent  Psychology,  38,  753-­‐759.  doi:10.1080/15374410903103544    

*McNeil,  C.  B.,  Capage,  L.  C.,  Bahl,  A.,  &  Blanc,  H.  (1999).  Importance  of  early  intervention  for  disruptive  behavior  problems:  Comparison  of  treatment  and  waitlist-­‐control  groups.  Early  Education  and  Development,  10,  445-­‐454.  doi:10.1207/s15566935eed1004_2    

*McNeil,  C.  B.,  Eyberg,  S.,  Eisenstadt,  T.  H.,  Newcomb,  K.,  &  Funderburk,  B.  (1991).  Parent-­‐Child  Interaction  Therapy  with  behavior  problem  children:  Generalization  of  treatment  effects  to  the  school  setting.  Journal  of  Clinical  Child  Psychology,  20,  140-­‐151.  doi:10.1207/s15374424jccp2002_5    

*Nixon,  R.  D.  V.,  Sweeney,  L.,  Erickson,  D.  B.,  &  Touyz,  S.  W.  (2003).  Parent-­‐Child  Interaction  Therapy:  A  comparison  of  standard  and  abbreviated  treatments  for  oppositional  defiant  preschoolers.  Journal  of  Consulting  and  Clinical  Psychology,  71,  251-­‐260.  doi:10.1037/0022-­‐006X.71.2.251    

*Perez,  J.  C.  (2008).  Predictors  of  patterns  of  change  in  child  disruptive  behavior  and  parenting  stress  during  Parent  Child  Interaction  Therapy  and  its  relation  to  treatment  outcome.  (Doctoral  dissertation).  Retrieved  from  ProQuest  Dissertations  and  Theses.  (UMI  No.  3334498)    

*Querido,  J.  G.  (2003).  Early  intervention  for  child  conduct  problems  in  head  start  families  (Doctoral  dissertation).  Retrieved  from  ProQuest  Dissertations  and  Theses.  (UMI  No.  3105655)    

*Schuhmann,  E.  M.,  Foote,  R.  C.,  Eyberg,  S.  M.,  Boggs,  S.  R.,  &  Algina,  J.  (1998).  Efficacy  of  Parent–Child  Interaction  Therapy:  Interim  report  of  a  randomized  trial  with  short-­‐term  maintenance.  Journal  of  Clinical  Child  Psychology,  27,  34-­‐45.  doi:10.1207/s15374424jccp2701_4    

Eligibility  Criteria  

� Published/prepared  before  June  2013  (English)  � Age  2-­‐5  years  � Diagnosis  of  ADHD,  ODD,  CD  � PCIT  implemented  (not  modified)  � No  Pervasive  Developmental  Disorders,  chromosomal  abnormalities,  maltreatment  

� Compared  pre-­‐post  OR  treatment/control  � Assessed  quantitative  relationship  between  PCIT  &  behaviour  

Parent-­‐Child  Interaction  Therapy  (PCIT)  

CDI  

•  Child-­‐Directed  Interaction  Phase  • Child  guides  play  session  • Maximize  positive  communication  

PDI  

•  Parent-­‐Directed  Interaction  Phase  • Parent  guides  play  session  • Reinforcement  &  Consequences  for  behaviour  

Pre-­‐Post  Results  

S tudy nam e S ubgr oup within study Com par ison Outcom e S tatistics for each study S am ple size S td diff in m eans and 95% CI

S td diff S tandar d Lower Upper in m eans er r or V ar iance lim it lim it Z-Value p-Value Tr eated Contr ol

B agner et al. B lank Treated P re vs. P ost Combined 2.391 0.560 0.313 1.294 3.488 4.273 0.000 11 11

B restan, E . V ., E yberg, S . M., B oggs, S . R., et al.B lank Treated P re vs. P ost Combined 1.176 0.450 0.202 0.294 2.058 2.614 0.009 13 13

E isenstadt, T. H., Eyberg, S ., McNeil, C. B ., et al. B lank Treated P re vs. P ost Combined 1.793 0.353 0.125 1.100 2.486 5.073 0.000 24 24

E yberg, B oggs, & A lgina B lank Treated P re vs. P ost Combined 1.731 0.536 0.287 0.682 2.781 3.233 0.001 10 10

Matos et al. B lank Treated P re vs. P ost Combined 1.856 0.378 0.143 1.114 2.598 4.904 0.000 20 20

McCabe, K ., & Y eh, M. B lank Treated P re vs. P ost Combined 1.466 0.370 0.137 0.741 2.192 3.960 0.000 19 19

McNeil, C. B ., Capage, L. C., B ahl, B ., et al. B lank Treated P re vs. P ost Combined 1.605 0.387 0.150 0.846 2.364 4.144 0.000 18 18

McNeil, C. B ., E yberg, S ., E isenstadt, T. H., et al.B lank Treated P re vs. P ost Combined 1.622 0.527 0.277 0.590 2.654 3.081 0.002 10 10

Nixon et al. B lank Treated (S TD) P re vs. P ost Combined 1.282 0.382 0.146 0.533 2.032 3.354 0.001 17 17

Querido B lank Treated P re vs. P ost Combined 0.775 0.865 0.749 -0.921 2.472 0.896 0.370 4 4

S chuhmann et al. B lank Treated P re vs. P ost Combined 1.401 0.400 0.160 0.617 2.185 3.503 0.000 17 17

Four Dissertations B lank Treated P re vs. P ost Combined 2.346 0.408 0.166 1.546 3.145 5.752 0.000 33 29

1.652 0.124 0.015 1.408 1.895 13.275 0.000

-4.00 -2.00 0.00 2.00 4.00

Favour s A Favour s B

S tudy nam e S ubgr oup within study Com par ison Outcom e S tatistics for each study S am ple size S td diff in m eans and 95% CI

S td diff S tandar d Lower Upper in m eans er r or V ar iance lim it lim it Z-Value p-Value Tr eated Contr ol

B agner et al. B lank Treated P re vs. P ost Combined 2.391 0.560 0.313 1.294 3.488 4.273 0.000 11 11

B restan, E . V ., E yberg, S . M., B oggs, S . R., et al.B lank Treated P re vs. P ost Combined 1.176 0.450 0.202 0.294 2.058 2.614 0.009 13 13

E isenstadt, T. H., Eyberg, S ., McNeil, C. B ., et al. B lank Treated P re vs. P ost Combined 1.793 0.353 0.125 1.100 2.486 5.073 0.000 24 24

E yberg, B oggs, & A lgina B lank Treated P re vs. P ost Combined 1.731 0.536 0.287 0.682 2.781 3.233 0.001 10 10

Matos et al. B lank Treated P re vs. P ost Combined 1.856 0.378 0.143 1.114 2.598 4.904 0.000 20 20

McCabe, K ., & Y eh, M. B lank Treated P re vs. P ost Combined 1.466 0.370 0.137 0.741 2.192 3.960 0.000 19 19

McNeil, C. B ., Capage, L. C., B ahl, B ., et al. B lank Treated P re vs. P ost Combined 1.605 0.387 0.150 0.846 2.364 4.144 0.000 18 18

McNeil, C. B ., E yberg, S ., E isenstadt, T. H., et al.B lank Treated P re vs. P ost Combined 1.622 0.527 0.277 0.590 2.654 3.081 0.002 10 10

Nixon et al. B lank Treated (S TD) P re vs. P ost Combined 1.282 0.382 0.146 0.533 2.032 3.354 0.001 17 17

Querido B lank Treated P re vs. P ost Combined 0.775 0.865 0.749 -0.921 2.472 0.896 0.370 4 4

S chuhmann et al. B lank Treated P re vs. P ost Combined 1.401 0.400 0.160 0.617 2.185 3.503 0.000 17 17

Four Dissertations B lank Treated P re vs. P ost Combined 2.346 0.408 0.166 1.546 3.145 5.752 0.000 33 29

1.652 0.124 0.015 1.408 1.895 13.275 0.000

-4.00 -2.00 0.00 2.00 4.00

Favour s A Favour s B

Treatment-­‐Control  Results  

Study name Subgroup within study Comparison Statistics for each study Std diff in means and 95% CI

Std diff Standard Lower Upper in means error Variance limit limit Z-Value p-Value

Nixon et al. Blank Treated (STD) vs. Control Post Combined 0.750 0.357 0.127 0.051 1.450 2.103 0.035

Bagner et al. Blank Treated vs. Control Post Combined 2.309 0.522 0.272 1.286 3.332 4.425 0.000

Brestan, E. V., Eyberg, S. M., Boggs, S. R., et al. Blank Treated vs. Control Post Combined 1.113 0.475 0.226 0.181 2.045 2.341 0.019

Eyberg, Boggs, & Algina Blank Treated vs. Control Post Combined 0.936 0.567 0.321 -0.174 2.046 1.652 0.099

Matos et al. Blank Treated vs. Control Post Combined 1.760 0.427 0.183 0.923 2.598 4.121 0.000

McNeil, C. B., Capage, L. C., Bahl, B., et al. Blank Treated vs. Control Post Combined 1.829 0.430 0.185 0.987 2.672 4.256 0.000

McNeil, C. B., Eyberg, S., Eisenstadt, T. H., et al. Blank Treated vs. Control Post Combined 1.621 0.530 0.281 0.583 2.659 3.060 0.002

Querido Blank Treated vs. Control Post Combined 1.255 0.823 0.678 -0.359 2.868 1.524 0.127

Schuhmann et al. Blank Treated vs. Control Post Combined 1.192 0.405 0.164 0.398 1.985 2.944 0.003

1.391 0.172 0.030 1.053 1.729 8.065 0.000

-4.00 -2.00 0.00 2.00 4.00

Favours A Favours B

Random Effects Weights (Treatment Vs. Control)

Meta Analysis

Study name Subgroup within study Comparison Statistics for each study Std diff in means and 95% CI

Std diff Standard Lower Upper in means error Variance limit limit Z-Value p-Value

Nixon et al. Blank Treated (STD) vs. Control Post Combined 0.750 0.357 0.127 0.051 1.450 2.103 0.035

Bagner et al. Blank Treated vs. Control Post Combined 2.309 0.522 0.272 1.286 3.332 4.425 0.000

Brestan, E. V., Eyberg, S. M., Boggs, S. R., et al. Blank Treated vs. Control Post Combined 1.113 0.475 0.226 0.181 2.045 2.341 0.019

Eyberg, Boggs, & Algina Blank Treated vs. Control Post Combined 0.936 0.567 0.321 -0.174 2.046 1.652 0.099

Matos et al. Blank Treated vs. Control Post Combined 1.760 0.427 0.183 0.923 2.598 4.121 0.000

McNeil, C. B., Capage, L. C., Bahl, B., et al. Blank Treated vs. Control Post Combined 1.829 0.430 0.185 0.987 2.672 4.256 0.000

McNeil, C. B., Eyberg, S., Eisenstadt, T. H., et al. Blank Treated vs. Control Post Combined 1.621 0.530 0.281 0.583 2.659 3.060 0.002

Querido Blank Treated vs. Control Post Combined 1.255 0.823 0.678 -0.359 2.868 1.524 0.127

Schuhmann et al. Blank Treated vs. Control Post Combined 1.192 0.405 0.164 0.398 1.985 2.944 0.003

1.391 0.172 0.030 1.053 1.729 8.065 0.000

-4.00 -2.00 0.00 2.00 4.00

Favours A Favours B

Random Effects Weights (Treatment Vs. Control)

Meta Analysis

Study  Characteristics  

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Study  Characteristics   Limitations  

� Limitations  of  moderator  analysis  ¡ Few  studies  ¡ Restricted  range      ¡ Insignificant  heterogeneity  

� Treatment  fidelity  &  attrition  not  assessed  

� Publication  Bias  

Strengths  

� Exhaustive  Database  Search    � High  Inter-­‐Rater  Reliability    � Altered  Eligibility  Criteria  

¡ Excluded  Case  Studies  &  Certain  Populations  ¡ Apples  &  Oranges  problem  

Random  Effects  Model  

Distribution  of  True  Effect  Sizes  

Mean  of  Distribution