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Toward	
  an	
  Interactive	
  –	
  Compensatory	
  Model	
  of	
  Reading	
  Fluency	
  
	
  
The	
  Interactive	
  Compensatory	
  Model	
  	
  
	
  
The	
  University	
  of	
  Toronto’s	
  Keith	
  Stanovich,	
  Professor	
  of	
  Human	
  Development	
  and	
  Applied	
  
Psychology	
  is	
  an	
  education	
  researcher	
  whose	
  primary	
  field	
  of	
  inquiry	
  is	
  understanding	
  the	
  
processes	
  through	
  which	
  we	
  learn	
  and	
  understand	
  text.	
  His	
  investigation	
  of	
  reading	
  and	
  fluency	
  
began	
  with	
  his	
  review	
  of	
  Frank	
  Smith’s	
  1971	
  book,	
  Understanding	
  Reading.	
  He	
  posited	
  that	
  
reading	
  fluency	
  is	
  measurable,	
  quantifiable	
  and	
  can	
  be	
  predicted	
  and	
  explained.	
  Stanovich	
  
reviewed	
  the	
  research	
  surrounding	
  reading	
  fluency	
  and	
  discovered	
  gaps	
  in	
  the	
  scholarship.	
  His	
  
later	
  work	
  more	
  clearly	
  explained	
  the	
  process	
  through	
  which	
  readers	
  arrive	
  at	
  fluency.	
  
	
  
Stanovich’s	
  seminal	
  research	
  into	
  language,	
  learning	
  and	
  reading	
  fluency	
  has	
  proven	
  its	
  staying	
  
power.	
  He	
  examined	
  the	
  cognitive	
  processes	
  underpinning	
  reading	
  fluency.	
  In	
  the	
  article	
  
Toward	
  an	
  Interactive	
  –	
  Compensatory	
  Model	
  of	
  Individual	
  Differences	
  in	
  the	
  Development	
  of	
  
Reading	
  Fluency,	
  Stanovich	
  and	
  his	
  colleagues,	
  LaBerge	
  and	
  Samuels,	
  agree	
  that	
  the	
  mind	
  
cannot	
  focus	
  on	
  two	
  demanding	
  cognitive	
  processes	
  like	
  decoding	
  and	
  comprehending	
  at	
  the	
  
same	
  time;	
  therefore,	
  the	
  reader	
  has	
  to	
  have	
  mastered	
  the	
  decoding	
  skill	
  in	
  order	
  for	
  
comprehension	
  to	
  be	
  successful.	
  	
  	
  
	
  	
  	
  
Stanovich’s	
  Interactive	
  Compensatory	
  Model	
  claims	
  poor	
  readers	
  rely	
  on	
  other	
  reading	
  
cognitions	
  to	
  help	
  them	
  interpret	
  orthographic	
  and	
  lexical	
  knowledge.	
  The	
  model’s	
  interactive	
  
portion	
  indicates	
  the	
  reader	
  is	
  simultaneously	
  engaging	
  the	
  lower	
  and	
  higher	
  cognitive	
  
processes	
  to	
  make	
  sense	
  of	
  text.	
  These	
  lower	
  (smaller	
  units	
  of	
  information	
  including	
  letters	
  and	
  
words)	
  and	
  higher	
  (predictive	
  reading,	
  word	
  identification)	
  cognitive	
  processes	
  aid	
  the	
  reader	
  
with	
  predicting	
  meaning	
  and	
  identifying	
  words.	
  
	
  
Stanovich	
  defines	
  reading	
  fluency	
  as	
  the	
  efficient,	
  effective	
  use	
  of	
  word	
  recognition	
  skills	
  
permitting	
  a	
  reader	
  to	
  construct	
  a	
  text’s	
  meaning.	
  	
  Fluency	
  is	
  manifested	
  in	
  accurate,	
  rapid,	
  
expressive	
  oral	
  reading	
  applied	
  while	
  reading	
  aloud	
  and	
  making	
  comprehension	
  possible.	
  	
  
	
  
Reading	
  aloud	
  allowed	
  for	
  the	
  transmission	
  of	
  important	
  information	
  in	
  and	
  among	
  social	
  
groups.	
  The	
  recitation,	
  memorization	
  and	
  regurgitation	
  of	
  knowledge	
  were,	
  for	
  many	
  years,	
  a	
  
bedrock	
  principle	
  of	
  American	
  education.	
  Compulsory	
  education	
  is	
  a	
  recent	
  phenomenon.	
  
Instruction	
  focused	
  on	
  elocution	
  and	
  correct	
  pronunciation.	
  	
  
	
  
Stanovich	
  asserts	
  that	
  differences	
  in	
  reading	
  fluency	
  not	
  only	
  distinguish	
  good	
  readers	
  from	
  
poor,	
  but	
  a	
  lack	
  of	
  reading	
  fluency	
  is	
  also	
  a	
  reliable	
  predictor	
  of	
  reading	
  comprehension	
  
problems.	
  	
  Torgesen	
  further	
  argues	
  once	
  struggling	
  readers	
  learn	
  sound–symbol	
  relationships	
  
through	
  intervention	
  and	
  become	
  accurate	
  decoders,	
  their	
  lack	
  of	
  fluency	
  emerges	
  as	
  the	
  next	
  
hurdle	
  they	
  face	
  on	
  their	
  way	
  to	
  reading	
  proficiency	
  
	
  
Additionally,	
  Stanovich	
  argues	
  that	
  being	
  able	
  to	
  quickly	
  and	
  accurately	
  decode	
  words	
  
influences	
  a	
  reader’s	
  ability	
  to	
  read	
  with	
  fluency.	
  If	
  a	
  reader	
  is	
  taking	
  too	
  much	
  time	
  decoding	
  
and	
  heavily	
  relying	
  upon	
  contextual	
  clues	
  to	
  “figure	
  out”	
  words	
  and	
  word	
  meaning,	
  
comprehension	
  begins	
  to	
  break	
  down	
  or	
  the	
  reader	
  never	
  achieves	
  understanding	
  of	
  text.	
  	
  
	
  
Ehri	
  (1995,	
  1998)	
  posited	
  that	
  readers	
  progress	
  in	
  stages	
  to	
  achieve	
  fluency,	
  in	
  line	
  with	
  a	
  
“deep,”	
  developmental	
  concept	
  of	
  fluency.	
  The	
  development	
  occurs	
  in	
  four	
  stages:	
  
	
  
        • Pre-­‐Alphabetic	
  Stage	
  Readers	
  have	
  no	
  appreciation	
  of	
  the	
  alphabetic	
  principle	
  –	
  the	
  
               idea	
  that,	
  in	
  languages	
  like	
  English,	
  there	
  is	
  a	
  systematic	
  relationship	
  between	
  the	
  
               limited	
  number	
  of	
  sounds	
  in	
  the	
  language	
  and	
  the	
  language’s	
  letters	
  
        • Partial	
  Alphabetic	
  Stage	
  Readers	
  have	
  learned	
  that	
  letters	
  and	
  sounds	
  are	
  related	
  and	
  
               begin	
  to	
  use	
  that	
  insight	
  
        • Fully	
  Alphabetic	
  Stage	
  Readers	
  think	
  about	
  letter	
  sounds	
  and	
  blend	
  them	
  together	
  to	
  
               arrive	
  at	
  pronunciations	
  (sight	
  words)	
  
        • Consolidated	
  Alphabetic	
  Stage	
  Readers	
  recognize	
  whole	
  words	
  instantly	
  
	
  
	
  
Fawcett	
  and	
  Nicholson	
  speculate	
  that	
  the	
  eye’s	
  inability	
  to	
  see	
  a	
  word	
  or	
  a	
  few	
  words	
  in	
  a	
  single	
  
eye	
  fixation	
  helps	
  explain	
  automaticity	
  deficits.	
  Struggling	
  readers	
  and	
  students	
  with	
  dyslexia	
  
often	
  have	
  to	
  re-­‐read	
  a	
  word	
  or	
  passage	
  to	
  self-­‐correct	
  insertions	
  and	
  omissions.	
  	
  In	
  contrast,	
  
fluent	
  readers’	
  placement	
  and	
  overlap	
  of	
  eye	
  fixations	
  are	
  more	
  efficient	
  than	
  less	
  skilled	
  
readers,	
  and	
  fluent	
  readers	
  make	
  shorter	
  fixations,	
  longer	
  jumps	
  between	
  fixations	
  and	
  fewer	
  
regressions	
  (Hudson	
  F.,	
  Lane	
  H.,	
  Pullen	
  P,	
  2005).	
  	
  	
  
	
  
Furthermore	
  Hudson,	
  Lane,	
  and	
  Pullen	
  assert	
  that	
  if	
  a	
  reader	
  fails	
  to	
  read	
  words	
  accurately	
  the	
  
reader	
  loses	
  the	
  author’s	
  intended	
  message.	
  The	
  ability	
  to	
  decode	
  words	
  quickly	
  and	
  accurately	
  
is	
  important	
  to	
  achieve	
  fluency	
  and	
  comprehension.	
  	
  	
  	
  
	
  
The	
  article	
  goes	
  on	
  to	
  discuss	
  readers’	
  reading	
  rate	
  and	
  prosody.	
  	
  Readers	
  move	
  through	
  
connected	
  text	
  with	
  fluidity	
  and	
  at	
  a	
  fairly	
  decent	
  speed,	
  with	
  proficiency.	
  Educators	
  measure	
  
reading	
  rate	
  either	
  by	
  counting	
  the	
  number	
  of	
  words	
  read	
  correctly	
  or	
  the	
  length	
  of	
  time	
  it	
  
takes	
  for	
  the	
  reader	
  to	
  read	
  the	
  passage.	
  	
  	
  A	
  slow	
  reading	
  rate	
  can	
  result	
  in	
  weakened	
  
comprehension.	
  	
  On	
  the	
  other	
  hand,	
  research	
  has	
  shown	
  a	
  correlation	
  between	
  reading	
  rate	
  
and	
  comprehension.	
  Students	
  who	
  read	
  at	
  a	
  decent	
  rate	
  comprehend	
  text	
  better.	
  The	
  objective	
  
is	
  not	
  just	
  to	
  read	
  fast	
  but	
  read	
  with	
  accuracy	
  and	
  expression.	
  
	
  
Reading	
  with	
  prosody	
  is	
  another	
  component	
  to	
  fluency	
  and	
  comprehension.	
  	
  Prosody	
  refers	
  to	
  
reading	
  rhythm	
  and	
  tone	
  of	
  speech—the	
  music	
  of	
  oral	
  language.	
  Prosody	
  has	
  various	
  pitches	
  
(intonation),	
  stress	
  patterns	
  (syllable	
  prominence)	
  and	
  duration	
  (length	
  of	
  time)	
  that	
  contribute	
  
to	
  expressive	
  reading	
  of	
  text	
  (Hudson	
  R.,	
  Lane	
  H,	
  and	
  Pullen	
  P.,	
  2005).	
  	
  Reading	
  with	
  expression	
  
involves	
  signaling	
  questions,	
  surprises,	
  exclamations	
  and	
  meanings	
  beyond	
  semantics.	
  	
  Reading	
  
with	
  expression	
  also	
  aids	
  in	
  keeping	
  the	
  reader	
  engaged	
  in	
  the	
  reading.	
  	
  There	
  is	
  no	
  evidence	
  
that	
  reading	
  with	
  prosody	
  (expression)	
  helps	
  with	
  comprehension	
  as	
  reading	
  rate	
  does.	
  	
  	
  
	
  
The	
  article	
  also	
  asserts	
  that	
  regular	
  assessment	
  is	
  necessary	
  for	
  readers	
  to	
  improve	
  reading	
  
expression	
  and	
  reading	
  rate.	
  	
  Teachers	
  should	
  listen	
  to	
  students	
  read	
  aloud	
  to	
  judge	
  their	
  
progress	
  in	
  reading	
  fluency.	
  Assessment	
  should	
  be	
  systematic	
  and	
  consider	
  word	
  reading	
  
accuracy,	
  rate	
  and	
  prosody.	
  	
  Reading	
  accuracy	
  should	
  also	
  be	
  assessed	
  and	
  can	
  be	
  
accomplished	
  by	
  listening	
  to	
  reading	
  and	
  counting	
  errors	
  per	
  100	
  words,	
  for	
  example.	
  	
  A	
  
running	
  record	
  is	
  also	
  helpful	
  in	
  assessing	
  accuracy.	
  	
  A	
  careful	
  examination	
  of	
  error	
  patterns	
  can	
  
determine	
  which	
  strategies	
  a	
  reader	
  is	
  failing	
  to	
  use	
  and	
  could	
  be	
  useful	
  for	
  comprehending	
  
passage.	
  
	
  
To	
  further	
  explain	
  this	
  concept,	
  Stanovich	
  believes	
  struggling	
  readers	
  depend	
  upon	
  context	
  
clues	
  to	
  decode	
  unfamiliar	
  words	
  and	
  to	
  “figure	
  out”	
  word	
  meaning.	
  This	
  strategy	
  slows	
  down	
  
the	
  reading	
  process	
  (the	
  ability	
  to	
  read	
  words	
  automatically)	
  leaving	
  limited	
  cognitive	
  space	
  for	
  
comprehension.	
  “The	
  conscious-­‐expectancy	
  process	
  uses	
  attention	
  capacity	
  and	
  thus	
  leaves	
  
fewer	
  cognitive	
  resources	
  left	
  over	
  for	
  comprehension	
  (Stanovich	
  1980).	
  ”	
  	
  Moreover,	
  while	
  
good	
  readers	
  have	
  superior	
  strategies	
  for	
  comprehending	
  and	
  remembering	
  large	
  units	
  of	
  text,	
  
poor	
  readers	
  lack	
  similarly	
  sophisticated	
  comprehension	
  strategies.	
  	
  
	
  
Though	
  Stanovich	
  doesn’t	
  explicitly	
  call	
  out	
  these	
  superior	
  strategies	
  he	
  infers	
  their	
  importance	
  
in	
  helping	
  poor	
  readers	
  become	
  better,	
  more	
  fluent	
  readers.	
  Some	
  of	
  the	
  strategies	
  under	
  
discussion	
  include	
  background,	
  or	
  preexisting	
  knowledge,	
  contextual	
  connections,	
  mental	
  
imaging	
  and	
  the	
  reader’s	
  questioning	
  the	
  text	
  as	
  a	
  means	
  to	
  make	
  sense	
  of	
  the	
  literature.	
  	
  
	
  
Overall,	
  Stanovich	
  believes	
  that	
  phonological	
  and	
  phonemic	
  awareness	
  and	
  orthographic	
  and	
  
lexical	
  knowledge	
  form	
  the	
  foundation	
  for	
  reading	
  acquisition.	
  These	
  skills	
  help	
  readers	
  read	
  
with	
  fluency.	
  The	
  focus	
  of	
  his	
  study	
  was	
  to	
  look	
  at	
  what	
  poor	
  readers	
  do	
  to	
  compensate	
  when	
  
there	
  is	
  a	
  deficit.	
  As	
  mentioned	
  earlier	
  in	
  the	
  report	
  struggling	
  reader	
  resort	
  to	
  using	
  other	
  
cognitive	
  process	
  to	
  help	
  read	
  words	
  and	
  make	
  meaning.	
  
	
  	
  
My	
  student	
  did	
  not	
  read	
  with	
  fluency	
  (accurately	
  and	
  reasonably	
  quickly).	
  I	
  noticed	
  her	
  
struggling	
  to	
  navigate	
  the	
  text.	
  She	
  seemed	
  both	
  unable	
  to	
  discern	
  the	
  meaning	
  of	
  words	
  and	
  to	
  
form	
  the	
  larger	
  associations	
  necessary	
  to	
  understand,	
  interpret	
  and	
  explicate	
  the	
  text	
  as	
  a	
  
unified	
  document.	
  I	
  feared	
  for	
  her	
  ability	
  to	
  sustain	
  any	
  appreciable	
  gains	
  in	
  fluency	
  while	
  
simultaneously	
  deriving	
  a	
  clearer	
  understanding	
  of	
  the	
  strategies	
  necessary	
  to	
  ensure	
  the	
  gains	
  
held.	
  How,	
  then,	
  to	
  make	
  the	
  lesson	
  self-­‐reinforcing,	
  as	
  in	
  the	
  Matthew	
  ideology	
  of	
  learning?	
  
	
  
The	
  Matthew	
  model	
  says	
  the	
  more	
  one	
  practices	
  and	
  is	
  engaged	
  with	
  a	
  task,	
  the	
  better	
  one	
  
becomes	
  at	
  a	
  task.	
  	
  The	
  converse,	
  however,	
  is	
  also	
  true:	
  the	
  less	
  one	
  practices	
  a	
  skill	
  and	
  the	
  
less	
  one	
  engages	
  with	
  a	
  task,	
  the	
  less	
  likely	
  one	
  is	
  to	
  pursue	
  and	
  become	
  skilled	
  at	
  said	
  task,	
  like	
  
reading.	
  	
  Ultimately,	
  how	
  did	
  Stanovich’s	
  Interactive	
  Compensatory	
  Model	
  impact	
  my	
  ability	
  to	
  
tutor	
  more	
  effectively	
  and	
  ensure	
  my	
  student	
  sustained	
  the	
  gains	
  she	
  made?	
  	
  
	
  	
      	
  
Stanovich’s	
  Toward	
  an	
  Interactive-­‐-­‐Compensatory	
  Model	
  of	
  Individual	
  Differences	
  in	
  the	
  
Development	
  of	
  Reading	
  Fluency	
  does	
  not	
  provide	
  teachers	
  with	
  instructions	
  on	
  how	
  to	
  aid	
  
students	
  in	
  becoming	
  fluent	
  readers;	
  however,	
  his	
  study	
  explains	
  how	
  the	
  mind	
  understands	
  
language	
  and	
  narrative	
  and	
  how	
  readers	
  compensate	
  for	
  their	
  reading	
  deficiencies.	
  	
  
	
  
Guided	
  reading	
  allows	
  educators	
  to	
  see	
  and	
  assess	
  the	
  strategies	
  readers	
  use	
  to	
  compensate	
  for	
  
their	
  weaknesses	
  as	
  described	
  in	
  Stanovich’s	
  Interactive	
  Compensatory	
  Model.	
  Guided	
  reading	
  
is	
  an	
  excellent	
  assessment	
  tool	
  in	
  an	
  educator’s	
  tool	
  belt.	
  	
  	
  
	
  
I	
  consulted	
  Stanovich’s	
  colleagues	
  including	
  Ehri,	
  McCormick,	
  LaBerge	
  and	
  Samuels	
  to	
  address	
  
Rachael’s	
  fluency	
  issues.	
  	
  Stanovich	
  and	
  his	
  colleagues	
  point	
  out	
  that	
  fluency	
  is	
  not	
  just	
  the	
  
ability	
  to	
  read	
  with	
  prosody	
  and	
  elocution	
  but	
  also	
  involves	
  comprehending	
  what	
  one	
  is	
  
reading.	
  	
  Struggling	
  readers	
  will	
  often	
  use	
  other	
  strategies	
  to	
  help	
  them	
  understand	
  passages	
  
such	
  as	
  context	
  clues	
  to	
  figure	
  out	
  word	
  meaning;	
  young	
  readers	
  looking	
  for	
  picture	
  clues;	
  and	
  
readers	
  using	
  punctuation	
  to	
  gage	
  characters’	
  feelings	
  such	
  as	
  exclamation	
  points,	
  quotation	
  
marks	
  and	
  bold	
  words	
  to	
  discern	
  what	
  happens	
  in	
  the	
  story.	
  	
  	
  	
  
	
  
Decoding	
  is	
  a	
  prerequisite	
  to	
  reading	
  with	
  fluency	
  and	
  fluency	
  aids	
  with	
  comprehending	
  text.	
  
According	
  to	
  the	
  research,	
  the	
  mind	
  cannot	
  process	
  decoding	
  and	
  comprehending	
  at	
  the	
  same	
  
time.	
  Rachael’s	
  decoding	
  skills	
  within	
  text	
  and	
  out	
  of	
  text	
  were	
  fair	
  
	
  
According	
  to	
  the	
  research	
  the	
  following	
  strategies	
  can	
  aid	
  with	
  correcting	
  fluency	
  and	
  
comprehension	
  difficulties:	
  
	
  
         • Timed	
  Repeated	
  Reading	
  Consists	
  of	
  (a)	
  selecting	
  a	
  short	
  passage	
  at	
  a	
  student’s	
  
              instructional	
  level;	
  (b)	
  setting	
  a	
  rate	
  criterion;	
  and	
  (c)	
  having	
  the	
  student	
  read	
  and	
  
              reread	
  until	
  the	
  time	
  rate	
  criterion	
  is	
  reached	
  
         • Repeated	
  Reading	
  with	
  Recorded	
  Models	
  Using	
  audiotaped	
  text	
  to	
  support	
  repeated	
  
              readings	
  
         • Poetry	
  Reading	
  Reading	
  poetry	
  to	
  teach	
  meter	
  and	
  word	
  groupings	
  
         • Listening	
  to	
  Literature	
  on	
  Tape	
  Aural	
  repetitive	
  listening	
  accustoms	
  readers	
  to	
  the	
  
              rhythms	
  and	
  cadences	
  of	
  the	
  spoken	
  word.	
  
	
  
These	
  strategies	
  can	
  help	
  the	
  student	
  improve	
  her	
  fluency	
  and	
  develop	
  and	
  sustain	
  a	
  love	
  for	
  
reading.	
  
	
  
	
  	
  

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Stanovich's Interactive Compensatory Model of Reading Fluency

  • 1. Toward  an  Interactive  –  Compensatory  Model  of  Reading  Fluency     The  Interactive  Compensatory  Model       The  University  of  Toronto’s  Keith  Stanovich,  Professor  of  Human  Development  and  Applied   Psychology  is  an  education  researcher  whose  primary  field  of  inquiry  is  understanding  the   processes  through  which  we  learn  and  understand  text.  His  investigation  of  reading  and  fluency   began  with  his  review  of  Frank  Smith’s  1971  book,  Understanding  Reading.  He  posited  that   reading  fluency  is  measurable,  quantifiable  and  can  be  predicted  and  explained.  Stanovich   reviewed  the  research  surrounding  reading  fluency  and  discovered  gaps  in  the  scholarship.  His   later  work  more  clearly  explained  the  process  through  which  readers  arrive  at  fluency.     Stanovich’s  seminal  research  into  language,  learning  and  reading  fluency  has  proven  its  staying   power.  He  examined  the  cognitive  processes  underpinning  reading  fluency.  In  the  article   Toward  an  Interactive  –  Compensatory  Model  of  Individual  Differences  in  the  Development  of   Reading  Fluency,  Stanovich  and  his  colleagues,  LaBerge  and  Samuels,  agree  that  the  mind   cannot  focus  on  two  demanding  cognitive  processes  like  decoding  and  comprehending  at  the   same  time;  therefore,  the  reader  has  to  have  mastered  the  decoding  skill  in  order  for   comprehension  to  be  successful.             Stanovich’s  Interactive  Compensatory  Model  claims  poor  readers  rely  on  other  reading   cognitions  to  help  them  interpret  orthographic  and  lexical  knowledge.  The  model’s  interactive   portion  indicates  the  reader  is  simultaneously  engaging  the  lower  and  higher  cognitive   processes  to  make  sense  of  text.  These  lower  (smaller  units  of  information  including  letters  and   words)  and  higher  (predictive  reading,  word  identification)  cognitive  processes  aid  the  reader   with  predicting  meaning  and  identifying  words.     Stanovich  defines  reading  fluency  as  the  efficient,  effective  use  of  word  recognition  skills   permitting  a  reader  to  construct  a  text’s  meaning.    Fluency  is  manifested  in  accurate,  rapid,   expressive  oral  reading  applied  while  reading  aloud  and  making  comprehension  possible.       Reading  aloud  allowed  for  the  transmission  of  important  information  in  and  among  social   groups.  The  recitation,  memorization  and  regurgitation  of  knowledge  were,  for  many  years,  a   bedrock  principle  of  American  education.  Compulsory  education  is  a  recent  phenomenon.   Instruction  focused  on  elocution  and  correct  pronunciation.       Stanovich  asserts  that  differences  in  reading  fluency  not  only  distinguish  good  readers  from   poor,  but  a  lack  of  reading  fluency  is  also  a  reliable  predictor  of  reading  comprehension   problems.    Torgesen  further  argues  once  struggling  readers  learn  sound–symbol  relationships   through  intervention  and  become  accurate  decoders,  their  lack  of  fluency  emerges  as  the  next   hurdle  they  face  on  their  way  to  reading  proficiency     Additionally,  Stanovich  argues  that  being  able  to  quickly  and  accurately  decode  words   influences  a  reader’s  ability  to  read  with  fluency.  If  a  reader  is  taking  too  much  time  decoding  
  • 2. and  heavily  relying  upon  contextual  clues  to  “figure  out”  words  and  word  meaning,   comprehension  begins  to  break  down  or  the  reader  never  achieves  understanding  of  text.       Ehri  (1995,  1998)  posited  that  readers  progress  in  stages  to  achieve  fluency,  in  line  with  a   “deep,”  developmental  concept  of  fluency.  The  development  occurs  in  four  stages:     • Pre-­‐Alphabetic  Stage  Readers  have  no  appreciation  of  the  alphabetic  principle  –  the   idea  that,  in  languages  like  English,  there  is  a  systematic  relationship  between  the   limited  number  of  sounds  in  the  language  and  the  language’s  letters   • Partial  Alphabetic  Stage  Readers  have  learned  that  letters  and  sounds  are  related  and   begin  to  use  that  insight   • Fully  Alphabetic  Stage  Readers  think  about  letter  sounds  and  blend  them  together  to   arrive  at  pronunciations  (sight  words)   • Consolidated  Alphabetic  Stage  Readers  recognize  whole  words  instantly       Fawcett  and  Nicholson  speculate  that  the  eye’s  inability  to  see  a  word  or  a  few  words  in  a  single   eye  fixation  helps  explain  automaticity  deficits.  Struggling  readers  and  students  with  dyslexia   often  have  to  re-­‐read  a  word  or  passage  to  self-­‐correct  insertions  and  omissions.    In  contrast,   fluent  readers’  placement  and  overlap  of  eye  fixations  are  more  efficient  than  less  skilled   readers,  and  fluent  readers  make  shorter  fixations,  longer  jumps  between  fixations  and  fewer   regressions  (Hudson  F.,  Lane  H.,  Pullen  P,  2005).         Furthermore  Hudson,  Lane,  and  Pullen  assert  that  if  a  reader  fails  to  read  words  accurately  the   reader  loses  the  author’s  intended  message.  The  ability  to  decode  words  quickly  and  accurately   is  important  to  achieve  fluency  and  comprehension.           The  article  goes  on  to  discuss  readers’  reading  rate  and  prosody.    Readers  move  through   connected  text  with  fluidity  and  at  a  fairly  decent  speed,  with  proficiency.  Educators  measure   reading  rate  either  by  counting  the  number  of  words  read  correctly  or  the  length  of  time  it   takes  for  the  reader  to  read  the  passage.      A  slow  reading  rate  can  result  in  weakened   comprehension.    On  the  other  hand,  research  has  shown  a  correlation  between  reading  rate   and  comprehension.  Students  who  read  at  a  decent  rate  comprehend  text  better.  The  objective   is  not  just  to  read  fast  but  read  with  accuracy  and  expression.     Reading  with  prosody  is  another  component  to  fluency  and  comprehension.    Prosody  refers  to   reading  rhythm  and  tone  of  speech—the  music  of  oral  language.  Prosody  has  various  pitches   (intonation),  stress  patterns  (syllable  prominence)  and  duration  (length  of  time)  that  contribute   to  expressive  reading  of  text  (Hudson  R.,  Lane  H,  and  Pullen  P.,  2005).    Reading  with  expression   involves  signaling  questions,  surprises,  exclamations  and  meanings  beyond  semantics.    Reading   with  expression  also  aids  in  keeping  the  reader  engaged  in  the  reading.    There  is  no  evidence   that  reading  with  prosody  (expression)  helps  with  comprehension  as  reading  rate  does.        
  • 3. The  article  also  asserts  that  regular  assessment  is  necessary  for  readers  to  improve  reading   expression  and  reading  rate.    Teachers  should  listen  to  students  read  aloud  to  judge  their   progress  in  reading  fluency.  Assessment  should  be  systematic  and  consider  word  reading   accuracy,  rate  and  prosody.    Reading  accuracy  should  also  be  assessed  and  can  be   accomplished  by  listening  to  reading  and  counting  errors  per  100  words,  for  example.    A   running  record  is  also  helpful  in  assessing  accuracy.    A  careful  examination  of  error  patterns  can   determine  which  strategies  a  reader  is  failing  to  use  and  could  be  useful  for  comprehending   passage.     To  further  explain  this  concept,  Stanovich  believes  struggling  readers  depend  upon  context   clues  to  decode  unfamiliar  words  and  to  “figure  out”  word  meaning.  This  strategy  slows  down   the  reading  process  (the  ability  to  read  words  automatically)  leaving  limited  cognitive  space  for   comprehension.  “The  conscious-­‐expectancy  process  uses  attention  capacity  and  thus  leaves   fewer  cognitive  resources  left  over  for  comprehension  (Stanovich  1980).  ”    Moreover,  while   good  readers  have  superior  strategies  for  comprehending  and  remembering  large  units  of  text,   poor  readers  lack  similarly  sophisticated  comprehension  strategies.       Though  Stanovich  doesn’t  explicitly  call  out  these  superior  strategies  he  infers  their  importance   in  helping  poor  readers  become  better,  more  fluent  readers.  Some  of  the  strategies  under   discussion  include  background,  or  preexisting  knowledge,  contextual  connections,  mental   imaging  and  the  reader’s  questioning  the  text  as  a  means  to  make  sense  of  the  literature.       Overall,  Stanovich  believes  that  phonological  and  phonemic  awareness  and  orthographic  and   lexical  knowledge  form  the  foundation  for  reading  acquisition.  These  skills  help  readers  read   with  fluency.  The  focus  of  his  study  was  to  look  at  what  poor  readers  do  to  compensate  when   there  is  a  deficit.  As  mentioned  earlier  in  the  report  struggling  reader  resort  to  using  other   cognitive  process  to  help  read  words  and  make  meaning.       My  student  did  not  read  with  fluency  (accurately  and  reasonably  quickly).  I  noticed  her   struggling  to  navigate  the  text.  She  seemed  both  unable  to  discern  the  meaning  of  words  and  to   form  the  larger  associations  necessary  to  understand,  interpret  and  explicate  the  text  as  a   unified  document.  I  feared  for  her  ability  to  sustain  any  appreciable  gains  in  fluency  while   simultaneously  deriving  a  clearer  understanding  of  the  strategies  necessary  to  ensure  the  gains   held.  How,  then,  to  make  the  lesson  self-­‐reinforcing,  as  in  the  Matthew  ideology  of  learning?     The  Matthew  model  says  the  more  one  practices  and  is  engaged  with  a  task,  the  better  one   becomes  at  a  task.    The  converse,  however,  is  also  true:  the  less  one  practices  a  skill  and  the   less  one  engages  with  a  task,  the  less  likely  one  is  to  pursue  and  become  skilled  at  said  task,  like   reading.    Ultimately,  how  did  Stanovich’s  Interactive  Compensatory  Model  impact  my  ability  to   tutor  more  effectively  and  ensure  my  student  sustained  the  gains  she  made?           Stanovich’s  Toward  an  Interactive-­‐-­‐Compensatory  Model  of  Individual  Differences  in  the   Development  of  Reading  Fluency  does  not  provide  teachers  with  instructions  on  how  to  aid  
  • 4. students  in  becoming  fluent  readers;  however,  his  study  explains  how  the  mind  understands   language  and  narrative  and  how  readers  compensate  for  their  reading  deficiencies.       Guided  reading  allows  educators  to  see  and  assess  the  strategies  readers  use  to  compensate  for   their  weaknesses  as  described  in  Stanovich’s  Interactive  Compensatory  Model.  Guided  reading   is  an  excellent  assessment  tool  in  an  educator’s  tool  belt.         I  consulted  Stanovich’s  colleagues  including  Ehri,  McCormick,  LaBerge  and  Samuels  to  address   Rachael’s  fluency  issues.    Stanovich  and  his  colleagues  point  out  that  fluency  is  not  just  the   ability  to  read  with  prosody  and  elocution  but  also  involves  comprehending  what  one  is   reading.    Struggling  readers  will  often  use  other  strategies  to  help  them  understand  passages   such  as  context  clues  to  figure  out  word  meaning;  young  readers  looking  for  picture  clues;  and   readers  using  punctuation  to  gage  characters’  feelings  such  as  exclamation  points,  quotation   marks  and  bold  words  to  discern  what  happens  in  the  story.           Decoding  is  a  prerequisite  to  reading  with  fluency  and  fluency  aids  with  comprehending  text.   According  to  the  research,  the  mind  cannot  process  decoding  and  comprehending  at  the  same   time.  Rachael’s  decoding  skills  within  text  and  out  of  text  were  fair     According  to  the  research  the  following  strategies  can  aid  with  correcting  fluency  and   comprehension  difficulties:     • Timed  Repeated  Reading  Consists  of  (a)  selecting  a  short  passage  at  a  student’s   instructional  level;  (b)  setting  a  rate  criterion;  and  (c)  having  the  student  read  and   reread  until  the  time  rate  criterion  is  reached   • Repeated  Reading  with  Recorded  Models  Using  audiotaped  text  to  support  repeated   readings   • Poetry  Reading  Reading  poetry  to  teach  meter  and  word  groupings   • Listening  to  Literature  on  Tape  Aural  repetitive  listening  accustoms  readers  to  the   rhythms  and  cadences  of  the  spoken  word.     These  strategies  can  help  the  student  improve  her  fluency  and  develop  and  sustain  a  love  for   reading.