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Utilization of synoptic reporting in Vancouver Island Health Authority (VIHA) and the effect on quality and processes of pathology reporting

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by    

Jennifer  Furtado  

BMLSc,  University  of  British  Columbia,  2006    

A  Thesis  Submitted  in  Partial  Fulfillment  of  the  Requirements  for  the  Degree  of    

MASTER  OF  SCIENCE    

in  the  School  of  Health  Information  Science                                               Jennifer  Furtado,  2013   University  of  Victoria  

 

All  rights  reserved.    This  thesis  may  not  be  reproduced  in  whole  or  in  part,  by   photocopy  or  other  means,  without  the  permission  of  the  author    

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Supervisory  Committee  

 

 

Utilization  of  synoptic  reporting  in  Vancouver  Island  Health  Authority  (VIHA)  and   the  effect  on  quality  and  processes  of  pathology  reporting  

    by  

 

Jennifer  Furtado  

BMLSc,  University  of  British  Columbia,  2006                                         Supervisory  Committee    

Dr.  Francis  Lau,  School  of  Health  Information  Science  

Supervisor  

 

Mr.  Jeff  Barnett,  School  of  Health  Information  Science  

Departmental  Member  

 

Dr.  Cyril  Blake  Gilks,  School  of  Health  Information  Science  

Departmental  Member  

 

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Abstract  

 

Supervisory  Committee  

Dr.  Francis  Lau,  School  of  Health  Information  Science  

Supervisor  

 

Mr.  Jeff  Barnett,  School  of  Health  Information  Science  

Departmental  Member  

 

Dr.  Cyril  Blake  Gilks,  School  of  Health  Information  Science  

Departmental  Member  

 

The  pathology  report  is  a  key  document  that  contains  critical  information  for  the   proper  diagnosis  and  prognosis  of  a  patient.    It  is  used  to  communicate  key   pathologic  findings  to  users  of  the  pathology  report:  oncologists  who  will  use  this   document  to  base  treatment  options  and  cancer  registries  that  use  key  attributes  of   cancer  cases  for  surveillance  and  research  purposes.    The  synoptic  report  can  

provide  a  standard  format  that  contains  key  information  consistency  for  users  of  the   report.    The  Vancouver  Island  Health  Authority  (VIHA)  was  the  first  to  adopt  this   innovative  method  of  pathology  reporting  within  British  Columbia.    

 

A  mixed  methods  research  study  design  using  both  qualitative  and  quantitative   techniques  to  evaluate  a  synoptic  reporting  system’s  impact  on  pathology  reporting   was  used  in  this  study.    The  impact  of  synoptic  reporting  was  evaluated  based  on  the   utilization  of  the  synoptic  summaries  and  the  perceived  effect  on  the  quality  and   processes  of  pathology  reporting  from  the  perspectives  of  pathology  reporting   stakeholders.      Pathology  reports  obtained  from  VIHA  and  British  Columbia  Cancer   Agency  (BCCA)  databases  were  audited  to  obtain  information  on  the  amount  of   synoptic  summaries  included  in  pathology  reports  and  whether  this  inclusion  was   associated  with  any  pre-­‐defined  variables.    Pathology  reporting  stakeholders’   perceptions  data  was  obtained  by  a  self-­‐administered  web  survey  distributed  to   VIHA  pathologists,  Victoria  location  British  Columbia  Cancer  Agency  (BCCA-­‐VICC)   oncologists  and  BCCA  Cancer  Registry  management.      

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Out  of  the  reports  generated  by  VIHA  pathologists,  only  3.5%  (593/17430)  of  them   contained  a  synoptic  summary,  5.4%  (590/10990)  when  only  considering  the   pathology  reports  that  were  associated  to  a  CAP  checklist  and  activated  within  the   system.    According  to  the  VIHA  database,  it  was  determined  that  16.2%  

(2819/17430)  cases  were  malignant  suggesting  that  inclusion  of  synoptic  

summaries  is  not  being  done  for  the  vast  majority  of  malignant  cases  contrary  to   expectations.    This  was  further  confirmed  by  the  BCCA  audit,  which  contained   primarily  malignant  cases  but  also  had  additional  non-­‐malignant  (benign)  cases   requested  by  the  BCCA.    The  BCCA  audit  revealed  that  18.6%  (58/312)  reports   included  a  synoptic  summary,  19.7%  (58/294)  when  only  considering  the  pathology   reports  that  were  associated  to  a  CAP  checklist  and  were  activated  within  the  

system.    Differences  with  the  synoptic  summary  inclusion  were  found  in:  individual   pathologists,  procedures  performed,  sites  of  report  generation,  tumor  groups,  tumor   types,  and  malignancy  status  of  the  specimens.    Variation  was  observed  in  the  

perceptions  surrounding  the  quality  of  the  pathology  report.    Pathologists’   responses  were  highly  variable  to  the  majority  of  questions  in  all  categories,  

demonstrating  the  polarizing  views  within  the  community.    Pathologists  overall  had   a  more  favorable  opinion  of  the  current  pathology  report  (including  synoptic  

summary)  generated,  where  users  (oncologists  and  registry)  had  a  more  favorable   opinion  of  the  perceived  impact  of  synoptic  summaries  on  pathology  reports  and  a   more  favorable  opinion  regarding  improvements  that  could  be  made  in  pathology   reporting.    

 

While  VIHA  has  taken  a  significant  step  forward,  being  the  first  health  authority  in   British  Columbia  to  implement  synoptic  reporting  (synoptic  summaries),  further   improvements  can  be  made  to  better  enhance  the  adoption.  

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Table  of  Contents

 

 

Supervisory  Committee  ...  ii  

Abstract  ...  iii  

Table  of  Contents……….………v  

List  of  Tables  ...  vii  

List  of  Figures  ...  ix  

Acknowledgements  ...  x  

Chapter  One  -­‐  Introduction  ...  1  

Problem  ...  1  

Purpose  ...  2  

Organization  of  Thesis  ...  2  

Chapter  Two  –  Literature  Review  ...  3  

Pathology  Reports  communicate  pathologic  findings  ...  3  

Problems  in  Pathology  Reporting  ...  4  

Standardization  in  Pathology  Reporting  ...  6  

Synoptic  Reporting  in  Pathology  ...  8  

Advantages  of  synoptic  pathology  reporting  ...  11  

Limitations  of  Synoptic  pathology  reporting  ...  14  

Implementing  Synoptic  Reporting  into  clinical  practice  ...  16  

Chapter  Three  -­‐  Background  ...  17  

British  Columbia  (B.C.)  Current  State  ...  17  

Vancouver  Island  Health  Authority  (VIHA)  ...  17  

British  Columbia  Cancer  Agency  (BCCA)  ...  18  

British  Columbia  Cancer  Registry  (BCCR)  ...  19  

Chapter  Four  –  Research  Approach  ...  22  

Problem  ...  22  

Study  Purpose  ...  22  

Research  Questions  ...  23  

Research  Design  ...  23  

Research  Methods  ...  23  

Case  selection  and  participant  selection  ...  25  

Data  Collection  ...  27  

Data  Analysis  ...  30  

Chapter  Five  -­‐  Results  ...  35  

Part  1:  Utilization  of  Synoptic  Summaries  ...  35  

A.   Audit  Data  ...  35  

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Part  2:  Perceptions  on  the  quality  of  the  pathology  report  and  reporting  process   56  

A.   Current  Pathology  Reporting  ...  56  

B.   Impact  of  including  synoptic  summaries  into  the  pathology  reports  ...  61  

C.   Improvements  that  could  be  make  in  synoptic  reporting  ...  66  

Part  3:  Summary  of  Results  ...  70  

Chapter  Six  –  Discussion  and  Conclusion  ...  72  

Part  1:  Utilization  of  synoptic  summaries  ...  73  

A.   Rate  of  Synoptic  Summary  inclusion  in  pathology  reports  ...  73  

B.   Patterns  association  with  synoptic  summary  inclusion  ...  74  

C.   Contributing  issues  to  observed  rates  of  synoptic  summary  inclusion  ...  80  

Part  2:  Perceptions  on  the  quality  of  the  pathology  report  and  reporting  process   83   A.   Perceptions  of  current  pathology  reporting  ...  83  

B.   Perceptions  of  the  impact  of  including  synoptic  summaries  in  pathology  reporting   84   C.   Perceptions  on  improvements  that  could  be  made  in  synoptic  reporting  ...  85  

Part  3:  Summary  of  Findings  ...  86  

A.   Key  Findings  ...  86  

B.   Contribution  of  research  to  existing  literature  ...  87  

C.   Recommendations  ...  88  

D.   Study  Limitations  ...  91  

Part  4:  Conclusion  ...  92  

References:  ...  94  

Appendix  A:  British  Columbia  Cancer  Registry  Reporting  Guidelines  ...  97  

Appendix  B:    UVIC/VIHA  Ethics  Approval  ...  98  

Appendix  C:  UBC/BCCA  Ethics  Approval  ...  99  

Appendix  D:  Criteria  for  Key  Word  Search  in  VIHA’s  database  ...  101  

Appendix  E:  Survey  ...  102  

Appendix  F:  Variables  under  investigation  in  BCCA  and  VIHA’s  audits  ...  118  

Appendix  G:  Pathology  reports  eliminated  due  to  not  being  associated  to  CAP   checklist  ...  119  

Appendix  H:  Elimination  of  pathology  reports  due  to  not  having  an  associated   VIHA  activated  checklists  ...  120  

Appendix  I:  Procedure  group  procedures  included  in  the  analysis  ...  121  

Appendix  J:  List  of  Specimens  in  each  tumor  group  ...  123    

 

       

 

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List  of  Tables  

 

Table  1:  Variable  under  investigation  inclusion  of  synoptic  summaries  in  pathology  

reports  ...  31  

Table  2:  Dermatopathologists  reporting  on  skin  specimens  ...  32  

Table  3:  Mode  Responses  to  Equivalent  questions  asked  of  multiple  groups  ...  33  

Table  4:  ‘Quality’  Index  ...  34  

Table  5:  Multiple  Choice  questions  that  allowed  multiple  selections  ...  34  

Table  6:  Multiple  Choice  questions  that  allowed  one  response  ...  34  

Table  7:  Pathologists'  inclusion  of  synoptic  summaries  in  pathology  reports   submitted  to  the  BCCA  ...  39  

Table  8:  Pathologists'  inclusion  of  synoptic  summaries  in  pathology  reports  from   VIHA  audit  ...  40  

Table  9:  Pathologists'  inclusion  of  synoptic  summaries  in  pathology  reports  by   specialization  reporting  only  specimens  within  their  specialization  ...  41  

Table  10:  Inclusion  of  synoptic  summaries  for  different  procedure  types  in   pathology  reports  submitted  to  the  BCCA  ...  43  

Table  11:  Inclusion  of  synoptic  summaries  for  different  procedure  types  in   pathology  reports  from  the  VIHA  audit  ...  44  

Table  12:  Inclusion  of  synoptic  summaries  for  individual  sites  of  pathology  report   generation,  which  were  later  submitted  to  the  BCCA  ...  45  

Table  13:  Inclusion  of  synoptic  summaries  for  different  sites  of  generation  of   pathology  reports  from  VIHA  audit  ...  46  

Table  14:  Inclusion  of  synoptic  summaries  for  different  tumor  groups,  which  were   later  submitted  to  the  BCCA  ...  47  

Table  15:  Inclusion  of  synoptic  summaries  for  different  tumor  groups  frm  VIHA   audit  ...  47  

Table  16:  Specimen  sites  with  no  synoptic  summary  inclusion  ...  48  

Table  17:  Inclusion  of  synoptic  summaries  for  specific  specimen  sites  ...  49  

Table  18:  Inclusion  of  synoptic  summaries  for  malignant  and  benign  specimens  for   pathology  reports,  which  were  later  submitted  to  the  BCCA  ...  50  

Table  19:  Inclusion  of  synoptic  summaries  for  specimen  donation  for  pathology   reports,  which  were  later  submitted  to  the  BCCA  ...  50  

Table  20:  Survey  Respondents  'Area  of  Professional  Specialization'  ...  52  

Table  21:  Pathologists'  self-­‐reported  inclusion  of  synoptic  summaries  in  pathology   reports  ...  53  

Table  22:  Self-­‐Reported  reasons  why  pathologists  are  more  likely  to  include  a   synoptic  summary  ...  54  

Table  23:  Factors  that  may  influence  the  pathologists'  decision  to  not  include  a   synoptic  summary  ...  54  

Table  24:  Themes  identified  by  pathologists  as  a  concern  in  synoptic  reporting  ...  54  

Table  25:  Mode  Response  on  Content  of  Current  Reporting  ...  57  

Table  26:  Mode  Responses  of  Timeliness  of  Current  Reporting  ...  58  

Table  27:  Mode  Responses  of  Usability  of  Current  Reporting  ...  59  

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Table  29:  Mode  Responses  of  the  Impact  of  Synoptic  Summary  Inclusion  on  Content

 ...  62  

Table  30:  Mode  Responses  of  the  Impact  of  Synoptic  Summary  Inclusion  on   Timeliness  ...  62  

Table  31:  Mode  Responses  of  the  Impact  of  Synoptic  Summary  Inclusion  on  Usability  ...  63  

Table  32:  Mode  Responses  of  the  Impact  of  Synoptic  Summary  Inclusion  on   Accuracy  ...  64  

Table  33:  'Quality'  Index  for  the  Perceived  Impact  of  Synoptic  Summary  Inclusion  on   pathology  reporting  ...  65  

Table  34:  Users  perceived  helpfulness  of  synoptic  summary  inclusion  ...  66  

Table  35:  Mode  Responses  of  Improvements  in  Content  that  could  be  made  in   pathology  reporting  ...  67  

Table  36:  Mode  responses  of  Improvements  in  Usability  that  could  be  made  in   synoptic  reporting  ...  68  

Table  37:  'Quality'  index  for  the  Improvements  that  could  be  made  in  pathology   reporting  ...  69  

Table  38:  Words  used  to  initiate  the  key  word  search  via  CoPathPlus  ...  101  

Table  39:  BCCA  and  VIHA  variables  under  investigation  in  the  audits  ...  118  

Table  40:  Pathology  Reports  not  aligning  to  CAP  checklists  based  on  specimen  ...  119  

Table  41:  Pathology  Reports  not  aligning  to  CAP  checklists  based  on  procedure  ...  119  

Table  42:  Checklists  not  activated  by  VIHA  ...  120    

 

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List  of  Figures  

 

 

Figure  1:  Provincial  distribution  of  synoptic  reporting  levels  ...  10  

Figure  2:  Groups  of  Data  ...  30  

Figure  3:  Values  associated  with  the  BCCA  audit  ...  37  

Figure  4:  Values  associated  with  the  VIHA  audit  ...  38    

 

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Acknowledgements  

 

This  thesis  was  possible  through  the  influence,  guidance  and  support  of  

interdisciplinary  and  inter-­‐organizational  personnel  interested  in  the  potential   impact  of  synoptic  reporting  on  pathology  reporting.          

 

UVIC  personnel:  Dr.  Francis  Lau  for  his  invaluable  guidance  and  mindful  reviewing   as  a  supervisor.    His  expert  knowledge  in  the  area  of  evaluation  studies  helped  guide   the  development  of  the  thesis  from  a  concept  to  a  completed  research  study.  

 

VIHA  personnel:  Dr.  Barry  Power  for  his  interest  and  support  of  this  thesis  topic   through  all  stages  of  the  study;  Diana  Nagy  for  her  invaluable  consultation;  Amanda   Jones  for  her  extraction  of  data  and  Dr.  Nick  van  der  Westhuizen  for  his  interest  and   encouragement.  

 

PHSA  personnel:    Dr.  Blake  Gilks  for  his  expertise  in  pathology  reporting  and   support  for  the  thesis  that  extended  well  beyond  the  role  of  a  committee  member;   Jeff  Barnett  for  his  support  in  the  development  of  the  thesis  topic  and  guidance  as  a   committee  member;  Cheryl  Alexander  for  her  extraction  of  data;  Cathy  MacKay  for   her  interest  and  Dr.  Paul  Blood  for  his  encouragement.  

   

 

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Problem  

The  Institute  of  Medicine’s  report  on  medical  errors  ”To  Err  is  Human:  Building  a  

Safer  Health  System”  (2000)  and  the  report  on  quality  “Crossing  The  Quality  Chasm:  A   New  Health  System  For  The  21st  Century”  (2001)  have  shed  light  on  medical  errors  

within  health  care  environments  and  have  increased  public  pressure  in  quality   performance  in  all  areas  of  medicine.    The  Institute  of  Medicine  defines  ‘Quality  of   Care’  as  “the  degree  to  which  health  services  for  individuals  and  population  increase  

the  likelihood  of  desired  outcomes  and  are  consistent  with  current  professional  

knowledge”.      Errors  that  can  occur  in  pathology  reporting  include:  Diagnostic  errors  

(errors  in  diagnosis,  failure  to  employ  indicated  tests,  use  of  outmoded  tests,  and   failure  to  act  on  results),  Treatment  errors  (an  avoidable  delay  in  treatment  or  in   response  to  an  abnormal  test  or  inappropriate  care),  or  a  failure  of  communication.     Effective  communication  among  health  professionals  is  vital  to  ensure  patients   receive  the  best  possible  care.    Powsner,  Costa  and  Homer  (2000)  have  identified   the  communication  between  the  pathologists  and  clinician  as  problematic;  

pathologists’  terminology  can  be  considered  the  furthest  from  daily  medical  

discourse  and  information  felt  to  be  implicit  in  pathology  reports  by  the  pathologists   were  not  felt  to  be  present  by  the  clinicians.    Synoptic  reporting  is  a  format  that  can   support  standardized  reporting  to  help  ensure  all  pertinent  information  is  explicitly   and  accurately  reported  in  a  timely  and  usable  format.  

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Purpose  

This  study  was  an  evaluation  of  a  synoptic  reporting  system  implemented  at  a   health  authority  in  an  attempt  to  investigate  the  level  of  use  and  application  and  the   perceptions  surroundings  its  use  with  respect  to  the  quality  of  pathology  reporting.    

Organization  of  Thesis  

This  paper  will  focus  on  oncology  however  non-­‐cancerous  specimens  will  be   discussed  where  appropriate.    In  Chapter  Two,  a  literature  review  will  be  provided   to  describe  the  environment  of  pathology  reporting  and  associated  problems.     Additionally,  how  synoptic  reporting  can  impact  pathology  reporting  will  also  be   discussed.    Chapter  Three  will  discuss  the  background  surrounding  the  research   environment.    Chapter  Four  will  describe  the  research  approach  providing  details  of   the  study  purpose,  research  questions,  study  design,  case/participant  selection,  data   collection  and  data  analysis  methods.    Lastly,  Chapter  Five  will  describe  the  study   results  in  detail  followed  by  Chapter  Six,  which  will  provide  an  interpretation  of  the   results  and  conclusions.  

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Chapter  Two  –  Literature  Review  

 

Pathology  is  the  study  and  diagnosis  of  disease  using  macroscopic,  microscopic,   chemical,  immunological  and  molecular  techniques  to  evaluated  cells,  tissues   and/or  organs.    Pathologists  are  physicians  with  at  least  three  additional  years  of   training  to  specialize  in  evaluating  these  specimens.    Pathologists  often  specialize  in   certain  tissues  or  organs  and  are  trained  in  cancerous  and  non-­‐cancerous  

conditions.    Pathologists  are  responsible  for  diagnosing  the  vast  majority  of  cancers   and  since  most  cancer  treatments  are  based  on  a  specific  diagnosis,  the  pathologists’   evaluations  are  key  to  the  quality  of  patient  care.    The  communication  of  pathologic   finding,  therefore,  is  vital  to  ensure  clinicians  are  basing  their  treatment  plans  on   the  best  available  information.    

 

Pathology  Reports  communicate  pathologic  findings  

The  pathology  report  is  a  key  document  that  contains  critical  information  for  the   proper  diagnosis  and  prognosis  of  a  patient.    Numerous  medical  professionals  are   involved  in  treating  cancer  patients  during  their  cancer  treatment  and  it  is  vital  for   these  professionals  to  communicate  effectively  with  each  other  in  order  to  ensure   patients  receive  the  best  possible  care.    Different  medical  specialists  use  language   that  may  not  be  fully  understood  by  practitioners  in  other  areas  and  as  such  it  is   critical  that  important  criteria  be  explicitly,  not  implicitly,  reported.    Users  of  the   cancer  pathology  report  include  clinicians,  tumor  registries,  government  agencies   and  health  planners,  epidemiologists  and  others  involved  in  quality  improvement  

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activities  or  population-­‐based  research.    Oncologists  are  the  major  clinical  users  of   the  cancer  pathology  report.    Oncologists  are  physicians  who  co-­‐ordinate  cancer   patients’  treatment  and  who  have  specialized  in  cancer  by  completing  three  

additional  years  in  residency.    Oncologists  can  be  categorized  into  two  main  groups   based  on  how  they  treat  patients:  Medical  Oncologists  specialize  in  medication   treatments  such  as  chemotherapy  and  hormones  while  Radiation  Oncologists   specialize  in  radiation  therapy  to  treat  patients.    Cancer  patients  may  receive  either   of  these  treatments  alone  or  in  combination  with  each  other.    

 

Problems  in  Pathology  Reporting  

Pathology  reports  are  requiring  more  data  elements  to  be  reported  to  adapt  to   medical  advances  and  to  conform  to  guidelines  such  as  the  College  of  American   Pathologists  (CAP).    This  has  put  a  demand  on  the  pathologists  to  ensure  the  latest   data  requirements  are  included  in  the  report  and  all  required  data  elements  are   included  in  every  pathology  report.    Verleye,  Mosgaard,  Soeane,  van  der  Velden,   Lotocki,  and  van  der  Graaf  (2011)  evaluated  the  content  of  ovarian  cancer  pathology   reports.    Verleye  found  a  “substantial  number  of  [Ovarian  cancer]  reports  basic  

pathologic  data  missing  with  possible  adverse  consequences  for  the  quality  of  cancer   care”.    This  missing  data  may  include  vital  information  necessary  to  properly  stage  

the  disease  and  to  develop  treatment  plans.        

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correct  information  and  has  been  attributed  to  deaths  in  Canada  (Hede,  2008).      In   Newfoundland,  the  first  of  a  series  of  Canadian  scandals  was  revealed  in  the  media.     Specifically,  a  laboratory  failed  to  accurately  report  the  results  of  a  key  test  between   1997  and  2005,  during  which  nearly  400  out  of  1000  patients  received  incomplete   or  inaccurate  pathology  reports  and  therefore  lead  to  an  inaccurate  diagnosis.    Over   one  hundred  of  these  patients  have  since  died,  leaving  family  members  to  wonder  if   the  proper  diagnosis  was  made  at  the  time,  would  their  family  member  still  be  alive?     The  inquiry  into  this  scandal,  lead  to  the  conclusion  that  overworked  pathologists   and  a  lack  of  standards  at  the  Newfoundland  laboratory  contributed  to  these  critical   medical  errors.    

 

Even  when  the  essential  content  is  included  in  the  pathology  report  some  critical   information  can  be  lost  in  translation.    Powsner,  Costa  and  Homer  (2000)  conducted   a  study  entitled  “Clinicians  Are  From  Mars  and  Pathologist  Are  From  Venus”  

evaluating  the  clinician’s  ability  to  comprehend  crucial  information  contained  in  the   pathology  report.    This  study  noted  a  discrepancy  with  what  the  pathologists  

determined  necessary  to  report  and  what  the  users,  such  as  oncologists,  of  the   pathology  report  required  to  perform  their  role.    Powsner  et  al.  cited  the  Diagnostic   Anatomic  Pathologists’  terminology  as  potentially  the  furthest  from  daily  medical   discourse  and  hence  the  motivation  for  selecting  this  medical  profession  to  study.     Powsner  et  el.  administered  pathology  reports  to  general  surgeons  and  conducted   questionnaires  to  assess  their  comprehension  of  these  reports.    It  was  unclear  in   this  study  how  much  practical  exposure  the  surgeons  had  with  pathology  reports  as  

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surgeons  typically  are  not  the  primary  users  of  the  report.    Powsner  et  el.  found  a   crude  30%  discrepancy  rate  between  the  pathologists’  intended  meaning  and  the   interpretation  by  the  clinicians.    Some  of  these  discrepancies  have  great  clinical   ramifications.    For  example,  this  study  found  in  the  interpretation  of  a  kidney  biopsy   report,  a  staggering  38%  of  clinicians  had  mistaken  impressions  of  ‘no  acute  

rejection’.    Additionally,  in  reference  to  bladder  biopsy  reports,  Powsner  et  al.  cited   a  “widespread  failure  to  recognize  deeply  invasive  bladder  cancer  and  carcinoma  in  

situ,  both  of  which  are  key  features  in  determining  therapy”.    The  greatest  amount  of  

error  occurred  in  implicit  values,  values  which  the  pathologist  felt  was  implicit  in   the  data  elements  reported,  but  were  not  understood  to  be  present  by  the  clinician.     Powsner  et  al.  rightfully  acknowledged  that  in  a  real  clinical  environment,  clinicians   would  have  the  opportunity  to  resolve  ambiguous  findings  by  contacting  the  

reporting  pathologist.    The  clinician  however  may  not  realize  they  need  clarification   or  busy  clinical  work  environments  may  hinder  this  interaction.      

 

To  prevent  errors  like  the  above  mentioned  and  to  increase  the  comprehension  of   the  information  contained  in  the  pathology  report,  the  issue  of  quality  pathology   report  generation  and  reporting  processes  needs  to  remain  a  high  priority.        

Standardization  in  Pathology  Reporting  

An  initial  step  for  ensuring  the  comprehension  of  the  pathology  report  is  to  ensure   content  is  explicitly  reported  for  users  of  the  pathology  report  and  presented  in  an  

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guidelines  and  checklists  to  ensure  consistency  in  reporting  requirements  and  these   checklists  have  been  internationally  recognized  as  well  recognized  by  the  Canadian   Partnership  Against  Cancer  (CPAC),  an  independent  organization  funded  by  the   federal  government,  as  a  pan-­‐Canadian  standard.    CAP  is  an  organization  that  was   formed  in  1947  and  is  the  leading  organization  of  board-­‐certified  pathologists.    It  is   a  leader  in  laboratory  quality  assurance  and  has  been  an  advocate  for  high-­‐quality   and  cost-­‐effective  patient  care.    CAP  was  the  original  creator  of  the  medical  

vocabulary,  Systematized  Nomenclature  of  Medicine-­‐Clinical  Terms  (SNOMED  CT)   fostering  its  development  for  over  40  years  and  it  continues  to  develop  and  

maintain  the  medical  vocabulary  on  behalf  of  the  International  Health  Terminology   Standards  Development  Organization  (IHTSDO).    CAP  guidelines  and  checklists   assist  by  ensuring  consistency  in  reporting  requirements  including  site  

specific/cancer  specific  staging  and  prognostic  information.    There  has  been  an   observed  increase  in  CAP  guidelines  and  this  is  largely  due  to  advancements  in   medicine  for  more  targeted  cancer  treatments,  thereby  resulting  in  an  increase  in   the  complexity  of  the  pathology  report  (Amin,  2010).    Information  is  required  on   various  fields  such  as  tumor  grade,  specimen  size,  tumor  size,  local  extent,  vessel   involvement,  marginal  status,  other  morphologic  findings  and  tumor  markers,  and   other  reporting  requirements  vary  for  each  individual  cancer  type.    This  is  a  

challenge  for  the  pathologist  who  is  obliged  to  keep  up  with  the  reporting  guidelines   for  each  cancer  type  and  to  remember  to  report  each  of  these  findings  every  time   evaluating  a  specimen  and  this  was  identified  as  one  of  the  problems  contributing  to   the  Newfoundland  incident.  

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Additionally,  the  British  Columbia  Association  of  Laboratory  Physicians  (BCALP)  has   developed  pathology  reporting  guidelines.    The  BCALP  is  a  section  of  the  BC  Medical   Association  and  is  composed  of  medical  doctors  with  specialty  certifications  in   Laboratory  Medicine  and  includes  experts  from  all  aspects  of  laboratory  testing  and   its  application  to  patient  care.    The  BCALP  pathology  reporting  guidelines  of  practice   has  been  well  received  by  the  pathologist  community  in  BC.    Other  provinces  in   Canada  do  not  have  an  equivalent  to  the  BCALP  reporting  guidelines.    This  has   created  an  environment  in  British  Columbia  where  pathologists  are  left  to   determine  which  elements  from  which  guidelines  (CAP  or  BCALP)  to  report.    

Synoptic  Reporting  in  Pathology  

The  term  ‘Synoptic  Report’  can  refer  to  a  spectrum  of  reporting  formats  and  can   simply  be  considered  a  summary  of  pertinent  findings.    The  term  however  is  most   often  extended  to  mean  the  inclusion  of  structured  data  elements  in  discrete  data   fields  using  headers  to  prompt  required  information.    Srigley,  a  leader  in  Canadian   synoptic  pathology  reporting,  categorized  this  spectrum  of  reporting  formats.     Narrative  reports  were  divided  into  Level  One:  narrative  containing  no  CAP  content   and  only  single  text  data  fields  and  Level  Two:  narrative  containing  CAP  content  and   only  single  test  field  data.    Synoptic  reports  were  divided  into  Level  Three:  Level  2   with  the  addition  of  ‘synoptic-­‐like’  structured  format,  Level  Four:  Level  3  with  the   addition  of  electronic  reporting  tools  using  drop  down  menus,  Level  Five:  Level  4  

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discrete  fields  and  Level  Six:  Level  Five  with  the  addition  standardized  coding  such   as  the  International  Classification  of  Disease  for  Oncology  (ICD-­‐O)  and  SNOMED  CT.   (Srigley,  McGowan,  Maclean,  Raby,  Ross,  Kramer,  2009)  

 

The  electronically  captured  synoptic  report  can  be  coded  using  standard  

terminology  such  as  SNOMED  CT,  Logical  Observation  Identifiers  Names  and  Codes   (LOINC)  or  ICD-­‐O  and  messages  can  be  transmitted  using  the  Health  Level  7  (HL-­‐7)   standard.    Synoptic  reporting  software  can  include  features  such  as  drop  down   menus,  radial  buttons,  peer-­‐review  checklists,  calendars,  built  in  logic,  branching   and  automatic  staging,  automatic  generation  of  final  diagnosis  and  risk  factor   calculation.    Additionally,  the  tool  can  provide  restrictions  that  can  prevent  the  user   from  moving  onto  the  next  data  element  until  the  mandatory  elements  are  

completed.    

‘Synoptic-­‐like  format’  was  defined  by  Srigley  et  al.  (2009)  as  providing  a  

standardized  ‘look’  with  headings  but  the  text  was  largely  narrative.    ‘Synoptic-­‐like’   and  synoptic  reports  alone  can  clarify  findings  for  clinicians  and  if  reporting  is   extended  to  include  structured  data  elements  it  clarifies  findings  for  computers.    For   the  purposes  of  this  study  the  term  ‘synoptic’  will  refer  to  Level  5  or  higher:  

synoptic-­‐like  structured  format,  using  electronic  reporting  tools  with  drop  down   menus  and  incorporation  of  standardized  reporting  language  into  discrete  data   fields.  

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Currently  most  Canadian  pathology  reports  are  written  as  narrative  reports  though   there  has  been  a  movement  in  recent  years  to  make  these  reports  more  synoptic  in   format.    The  distribution  of  the  provinces  by  their  synoptic  reporting  level  can  be   seen  in  Figure  1.  

 

Figure  1:  Provincial  distribution  of  synoptic  reporting  levels  

  Source:  Canadian  Partnership  Against  Cancer  (CPAC)  (2012)  

   

The  Canadian  Association  of  Medical  Oncologist  (CAMO)  the  Canadian  Association  of   Radiation  Oncology  (CARO)  and  the  Canadian  Association  of  General  Surgeons   (CAGS)  are  professional  organizations  that  have  supported  the  change  in  the  report   format  from  narrative  to  synoptic.    In  Ontario,  Srigley  et  al.  (2009)  found  that  the  

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synoptic  report  adoption  rate  varied  by  cancer  site,  by  region  (Local  Health  

Integration  Networks-­‐  LHIN)  and  also  by  hospital  within  a  given  region.    Srigley  et   al.  found  that  most  pathology  reports  were  a  hybrid  of  narrative  and  ‘synoptic-­‐like’   format.      

 

Advantages  of  synoptic  pathology  reporting  

The  advantages  of  using  synoptic  pathology  reports  have  been  documented  in   recent  years.    Advantages  can  be  seen  with  the  improved  quality  of  the  report  

generated  and  with  the  reporting  processes.    Srigley  et  al.  (2009)  defined  the  quality   in  terms  of  the  completeness  (content),  timeliness,  usability  and  accuracy  of  the   pathology  report  and  the  reporting  process.  

 

Synoptic  reports  provide  a  consistent  format  to  assist  the  reporting  of  key  

information  and  they  also  help  to  alleviate  differences  in  format  and  terminology   among  pathologists,  which  have  sometimes  lead  to  problems  in  understanding  the   reports  (Kang,  Devine,  Piccoli,  Seethala,  Amin,  and  Parwani,  2009).    The  synoptic   report  can  assist  in  guiding  the  pathologist  to  report  all  of  the  recommended   requirements  and  can  be  considered  a  learning  tool  for  both  pathology  residents   and  well-­‐established  pathologists.      The  content  of  the  pathology  report  can  be   improved  with  synoptic  reporting  by  increasing  the  ability  to  adhere  to  the  most   recent  version  of  guidelines  and  reporting  more  required  content  (Srigley  et  al.,   2009).    Srigley  et  al.  found  a  higher  percent  of  reporting  requirements  with  synoptic   reporting  whether  using  an  electronic  tool  or  paper  document,  compared  to  

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narrative  reports.    Hemmings,  Jeffery  and  Frizelle  (2003)  found  that  GI  and  GU   biopsy  specimen  pathology  reports  had  significantly  more  content  when  a  synoptic   report  was  used.    Ensuring  minimum  data  requirements  are  always  met  has  obvious   clinical,  research  and  cancer  registry  benefits  and  also  is  necessary  for  accreditation   purposes.    This  could  have  also  prevented  the  breakdown  in  the  Newfoundland   laboratory  that  failed  to  accurately  reporting  findings.  

 

The  timeliness  can  be  improved  by  decreasing  the  time  to  generate  a  pathology   report  (Mack,  Bathe,  Herbert,  Tamann,  Ruie,  and  Fields,  2009)  and  decreasing  the   time  for  the  user  of  the  pathology  report  to  interpret  the  report  as  the  information  is   laid  out  in  an  intuitive  structure  (Srigley  et  al.  2009,  Hassell,  Parwani,  Weiss,  Jones   and  Ye,  2010,  Kang  et  al.  2009).    Mack  et  al.  (2009)  found  a  significant  five-­‐minute   decrease  in  generation  of  the  report  by  the  pathologist  compared  to  the  narrative.        

Srigley  et  al  (2009),  Hassell  et  al.  (2009)  and  Kang  et  al.  (2009)  all  found  that  the   synoptic  report  was  easier  to  decipher  by  alleviating  differences  in  terminology   among  pathologists,  therefore  minimizing  the  risk  of  misinterpretation.    Synoptic   reports  are  also  cited  as  reducing  the  amount  of  clinician  follow-­‐up  for  clarification   of  findings  therefore  reducing  amount  of  pathologists  re-­‐reviewing  slides  (Mohanty,   Piccoli,  Devine,  Patel,  Williams  and  Parwani,  2007).    Insertion  of  ‘canned  comments’   can  be  inserted  based  on  data  in  a  specific  field.      For  example,  a  bladder  biopsy   specimen’s  diagnosis  of  dysplasia  could  trigger  an  automatic  message  detailing  the   clinical  significance  of  this  finding  and  could  recommend  clinical  follow  up  (Parwani,  

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Mohanty  and  Becich,  2008).    Additionally,  synoptic  reporting  can  be  easily  

completed  at  different  points  in  the  work  flow  allowing  special  procedures  i.e.  flow   cytometry  to  be  added  and  easily  linked  to  the  pathology  report.    Some  vendors   allow  direct  access  to  website  information  for  easy  resource  information  for  the   clinician.    Furthermore,  synoptic  reporting  can  allow  structured  data  to  

automatically  populate  Laboratory  Information  System  (LIS)  fields,  facilitating  quick   access  to  data  thus  enhancing  patient  care  (Mack  et  al.  2009).    Built  in  logic  can   additionally  allow  for  staging  to  be  done  automatically  (Parwani  et  al.  2008).    

The  elimination  of  transcription  services  with  synoptic  reporting  introduction  has   resulted  in  error  reduction  in  typographical  and  transcription  errors  (Amin,  2010).   Additionally,  many  synoptic  reporting  vendors  have  built-­‐in  logic  and  derived   values  incorporated  into  the  checklists  to  reduce  the  possibility  of  errors  at  the   point  of  data  entry,  which  may  have  prevented  the  Newfoundland  reporting  errors.     An  additional  benefit  associated  with  the  reduction  of  transcription  services  is  the   significant  cost  savings  to  a  hospital  and  when  including  other  environments  such  as   the  cancer  registry  and  research  transcription  and  abstraction  needs,  the  costs  are   even  more  exorbitant  (Amin,  2010).    

 

Synoptic  reporting  facilitates  secondary  use  of  the  data.    If  the  data  has  been  coded   to  a  standard  terminology,  such  as  SNOMED  CT,  and  messaging  standards,  such  as   HL-­‐7,  are  also  used,  the  data  can  be  reused  in  a  plethora  of  ways.    Secondary  usage   can  include  cancer  registries,  tumor  banking,  quality  improvement  reporting,  stage  

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capture,  quality  management  and  evaluation,  patterns  of  care  and  outcome  analysis,   system  planning,  population  research  and  other  research  applications.    Data  can   also  be  incorporated  into  relational  databases  for  more  efficient  searches  (Amin,   2010).    Since  searches  can  be  streamlined,  synoptic  databases  will  enhance  basic   science,  clinical  and  translational  research.  

 

Limitations  of  Synoptic  pathology  reporting  

Though  introduction  of  synoptic  reporting  can  offer  many  benefits,  some  research   has  cited  limitations.    With  respect  to  the  content,  cited  limitations  of  synoptic   reporting  include  the  checklists  are  often  incomplete,  such  as  the  absence  of  certain   staging-­‐modifiers  terms  and  limitations  on  histology  choices  and  the  checklists   would  include  clinically  meaning-­‐less  elements  (Hassell  et  al,  2010).      Standardized   reporting  by  its  very  design  can  inhibit  the  extreme  biological  variability  of  

specimens.    The  tick  box  style  of  many  synoptic  reporting  systems  can  give  a  

misleading  sense  of  certainty  in  the  findings  and  standardized  terminology  may  not   accurately  describe  cancer  of  mixed,  indeterminate  or  unusual  histology  (Balleine,   Bilous  and  Morey,  2008).    To  minimize  these  constraints  for  atypical  specimens,  free   text  commentary  options  can  be  incorporated.    An  additional  limitation  is  the  

significant  work  that  goes  into  designing  templates  (Parwani  et  al,  2008).    Smaller   organizations  may  simply  not  have  the  resources  to  dedicate.  

 

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synoptic  reports  some  other  studies  found  an  increase  in  time  for  the  pathologist  to   complete  the  pathology  report  (Mohanty  et  al,  2007,  and  Hassell  et  al,  2010).        

Usability  of  the  synoptic  report  can  also  be  brought  into  question.    The  checklist  can   be  inflexible  and  not  allow  for  nuanced  diagnosis  or  microscopic  findings  (Mohanty   et  al,  2007)  and  cannot  accommodate  for  more  rare  conditions.    Additionally,   pathologists  can  have  difficulty  adapting  to  negative  reporting,  that  is  reporting   when  certain  pathological  findings  are  not  present  (Branston,  Williams,  Greening   Newcombe,  Daoud  and  Abraham,  2002)  and  the  synoptic  reporting  can  be  

cumbersome  (Mohanty,  2007).    Mohanty  (2007)  noted  some  pathologists  were  not   willing  to  change  their  method  of  reporting.    This  may  be  related  to  discomfort  with   using  information  technology.    Hassell  (2010)  cited  that  the  willingness  to  adopt  the   new  method  of  reporting  negatively  correlated  with  the  age  of  the  pathologist  and   positively  correlated  with  the  facilities  adoption  of  computer  technologies.       Urquhart,  Porter,  Grunfeld  and  Sargeant  (2012)  also  noted  the  prospect  of  being   monitored  as  potentially  an  inhibiting  factor  to  the  pathologists’  adoption.    A  further   limitation  is  that  some  vendor  solutions  do  not  allow  for  more  than  one  checklist  to   be  selected  for  a  specimen  thus  limiting  the  usability.      

 

The  only  cited  limitation  with  respect  to  accuracy  of  the  synoptic  report  was  that   long  drop  down  menus  potentially  contributed  to  errors  when  attempting  to  select   the  right  value  (Karim,  van  den  Berg,  Colman,  McCarthy,  Thompson  and  Scolyer   2008).      

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Implementing  Synoptic  Reporting  into  clinical  practice  

Though  the  benefits  of  synoptic  reporting  likely  outweigh  the  disadvantages,   synoptic  reporting  is  a  complex  innovation  to  implement.    The  complex  nature   stems  from  requirements  that  significant  change  must  be  made  in  physician   behavior  and  culture,  significant  support  is  required  from  the  organization  in  the   form  of  policies  and  processes  and  from  local  government  in  addition  to  the   technical  aspects  of  the  integration  with  existent  health  information  technology   infrastructure.    Implementation  of  synoptic  reporting  must  occur  at  the  individual,   organizational  and  system  levels.    The  individual  level  being  supported  by  clinical   leaders  and  clinical  practice  guidelines;  organizational  level  being  supported  by  a   culture  that  will  embrace  the  change,  clinical  champions,  management  support  and   evaluation/feedback  mechanisms.    The  system  level  being  the  broader  socio-­‐

political  context  and  is  supported  by  policies,  financial  incentives/disincentives  and   inter-­‐organizational  networks.    Synoptic  pathology  reporting  implementation   processes  have  a  high  degree  of  interdependency  amongst  organizational  members   thus  while  interventions  designed  at  the  individual  level  are  important  to  clinical   change  the  complex  nature  of  the  health  care  environment  means  that  the  individual   level  alone  cannot  change  the  widespread  clinical  practice.        

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Chapter  Three  -­‐  Background  

 

British  Columbia  (B.C.)  Current  State  

Provincially  British  Columbia  is  moving  towards  a  plan  to  implement  synoptic   pathology  reporting  across  the  entire  province.    Ontario  has  been  the  national   leader  in  pathology  synoptic  reporting  while  Alberta  has  been  the  national  leader   for  surgical  synoptic  reporting.    British  Columbia  is  a  complex  environment,  where   current  reporting  practice  is  variable.    Pathologists  often  pick  certain  requirements   from  numerous  pathology-­‐reporting  standards,  predominately  BCALP  and  CAP,  and   reporting  some  requirements  from  the  Memorial  Sloan-­‐Kettering  Cancer  Center.     Much  of  the  disarray  arises  out  of  current  literature  lacking  conclusive  evidence  to   which  standard  or  standards  to  choose  and  why.    Resistance  to  standardized   reporting  arises  from  complaints  that  they  can  be  too  restrictive,  not  allowing  for   unique  observations;  checklist  items  have  limited  therapeutic  value  and  are  often  a   result  of  outdated  information;  information  needs  are  promulgated  by  oncologists;   and  reporting  is  taking  longer  with  extra  workload  induced  by  oncologists  ‘wants’   and  is  not  considered  by  pathology  laboratory  management  when  assessing   pathologists  manpower  needs.      

 

Vancouver  Island  Health  Authority  (VIHA)  

The  Vancouver  Island  Health  Authority  (VIHA)  is  one  of  six  health  authorities  in  B.C.   and  it  provides  health  care  to  over  750,000  residents  on  Vancouver  Island,  the  Gulf   Islands  and  the  mainland  communities  north  of  Powell  River  and  South  of  Rivers  

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Inlet.    VIHA  was  chosen  for  this  study,  as  currently  it  is  the  only  health  authority  in   B.C.  using  a  synoptic  pathology  reporting  system.    Implementation  began  with  the   South  Island  region  in  September  2009  followed  by  North  Island  and  Central  Island   over  the  next  few  months.    All  tumor  site  checklists  were  implemented  at  the  same   time.    

 

VIHA  uses  the  term  ‘synoptic  summary’  when  referring  to  the  synoptic  report   portion  of  the  pathology  report.    Including  synoptic  summaries  into  the  pathology   report  is  an  option  available  to  VIHA  pathologists.    Pathologists  will  dictate  their   findings  using  Dragon  Speech  Recognition  by  Nuance  and  elect  to  complete  a  

synoptic  summary  before  signing  out  the  case.    Templates  for  the  synoptic  reporting   checklists  were  provided  by  the  Anatomical  Pathology  Laboratory  Information   System  vendor,  Cerner’s  CoPath  PLUS,  and  modified  by  a  VIHA  pathologist  lead  in   the  specific  tumor  group.    These  checklists  are  based  on  the  CAP  standardized   checklists.    Currently,  VIHA  has  79  checklists  activated  with  the  2009  CAP  checklists   being  the  latest  version  installed.  

 

British  Columbia  Cancer  Agency  (BCCA)  

The  British  Columbia  Cancer  Agency  (BCCA)  is  responsible  for  providing  cancer  care   to  the  residents  of  B.C.  (population  4,500,00)  and  the  Yukon  (population  30,000).       The  BCCA  includes  six  cancer  centers:  Abbotsford  Centre,  Centre  for  the  North,  Sindi   Ahluwalia  Hawkins  Centre  for  the  Southern  Interior,  Fraser  Valley  Center,  

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All  pathology  reports  that  contain  a  cancer  diagnosis  or  specified  non-­‐malignant   condition  are  to  conform  to  the  B.C.  Cancer  Agency  (BCCA)  Research  Information   Regulation  Health  Act  by  reporting  the  cases  to  the  BCCA.    A  list  of  reportable  cases   is  found  in  Appendix  A.    All  health  authorities  in  B.C.  including  VIHA  are  required  to   send  the  BCCA  the  appropriate  reports.    The  reportable  pathology  reports  that  were   generated  by  VIHA  are  batched  every  weekday  and  faxed  captured  to  the  BCCA   Health  Records  where  they  are  scanned  into  the  BCCA  Cancer  Agency  Information   System  (CAIS)  Document  Manager.    Approximately  60%  of  the  total  cancer  cases   reported  are  referred  to  the  BCCA  for  further  treatment.    With  these  cases,  the  BCCA   Health  Records  Staff  will  index  the  pathology  report  image  file  that  was  inputted   into  the  CAIS  Document  Manager  to  a  patient  record.    VIHA  surgical  cancer  patients   will  most  often  be  referred  to  the  Vancouver  Island  Cancer  Centre  (BCCA-­‐VICC)  for   potential  follow-­‐up  treatment  of  radiation  and  or  systemic  therapy.    When  a  patient   is  referred  to  the  BCCA  for  follow-­‐up  treatment  a  Medical  and/or  Radiation  

Oncologist  will  view  the  patient’s  pathology  report  in  the  CAIS  application,  CAIS   Clinic.    Oncologists  use  the  scanned  pathology  report  image  file  as  a  key  document   to  understand  the  final  pathologic  diagnosis,  which  is  used  to  base  treatment  plans.      

 

British  Columbia  Cancer  Registry  (BCCR)  

The  British  Columbia  Cancer  Registry  (BCCR)  has  been  a  population-­‐based  registry   since  1969  and  it  is  operated  by  the  BCCA.    The  BCCR  currently  captures  data  on   approximately  25,000  cancer  cases  annually.    Pathology  reports  are  fax  captured  (or  

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mailed)  and  held  in  CAIS  Document  Manager,  a  document  repository.    Twenty-­‐five   full-­‐time  transcriptionists  are  employed  to  view  these  un-­‐structured  image  files  or   paper  document  from  external  providers,  to  manually  pull  out  relevant  data  fields   and  enter  data  into  the  BCCR  information  system,  OncoLog.    This  highly  manual  and   time-­‐consuming  process  is  an  essential  process  for  cancer  surveillance  and  

research.    It  is  the  BCCR  legal  obligation  that  all  data  captured  is  reported  to  the   Canadian  Cancer  Registry  (CCR),  The  National  Association  of  Central  Cancer   Registries  (NAACCR)  and  the  World  Health  Organization:  The  International   Association  for  Research  in  Cancer  (IARC).    The  transcription  process  is  entirely   manual  and  Cancer  Registry  personnel  have  dual  monitors  to  facilitate  using  CAIS   and  OncoLog  concurrently  to  complete  the  coding  process.      Disease  data  is  often  not   entered  into  the  Oncolog  database  until  a  year  after  diagnosis/treatment  for  

referred  patients  but  once  disease  data  fields  are  populated  in  the  Oncolog  database   the  corresponding  CAIS  disease  data  fields  will  automatically  be  updated.    This  one-­‐ year  delay  therefore  does  not  permit  transcribed  data  elements  to  be  used  to  guide   cancer  treatment  for  BCCA  referred  cases.  

 

The  pathology  report  is  considered  the  source  of  truth  for  diagnostic  information   and  is  the  primary  document  used,  though  any  supporting  information  entered  in   CAIS  during  the  course  of  the  patient’s  treatment  will  complement  this  report.    The   BCCR  relies  significantly  on  external  sources  (i.e.  health  authorities)  to  send  

pathology  reports  for  notification  of  a  cancer  case  and  therefore  there  is  recognition   that  some  cancers  will  go  un-­‐reported.    A  significant  deviation  of  the  observed-­‐to-­‐

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expected  cancer  cases  negatively  impacts  the  registry’s  certification  level.    Some  un-­‐ reported  cancer  cases  are  found  when  the  cancer  patient  enrolls  in  a  research  study   whereby  the  research  study  reports  the  participants  to  the  registry.    Additionally,   the  BCCR  is  able  to  cross  reference  data  from  the  Vital  Statistics  Agency  (VSA),  an   agency  that  records  deaths  due  to  cancer,  to  identify  previously  un-­‐reported  cases.     There  is  no  cross-­‐reference  for  ‘alive’  cancer  patients  who  have  not  participated  in  a   research  study.    As  of  September  2010,  an  interface  was  built  with  VSA  to  acquire   VSA  data  but  previously  this  process  was  manual.    As  a  requirement  for  

accreditation,  the  un-­‐reported  cancer  cases  found  by  comparison  to  Vital  Statistics   data  is  required  to  be  less  than  5%  of  the  total  cancer  cases  and  the  BCCR  has   always  just  met  this.    With  the  combined  data  from  research  studies  and  VSA,  the   BCCR  often  discovers  approximately  1500  more  cases  per  year.    The  cancer  registry   estimates  that  they  are  under-­‐reporting  between  5-­‐10%  of  cancer  cases,  some   cancers  being  reported  less  effectively  than  others.    This  value  is  derived  by  

comparison  to  other  regions,  which  are  considered  to  do  a  better  job  collecting  data.        

   

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downwards Earnings Management combined, I have found in model 9 that CEOOPAR has a suggestive positive association with subsidiary’s accruals and CEOOPAR x FIBPAR is

Type of migration Forced Willingness to Buy Channel Choice Valence H1a; H1b; H2 Impulsiveness Innov Mobile Orientation Control Variables Demographics Mobile Phone OS H3a

It will measure the ability of a downscaling technique based on the synoptic typing of observed precipitation to replicate current precipitation records and to predict future

In conclusion, these measurements of the magnetic field dependences of the maximum critical current of the Josephson junctions do not imply a technological limitation for

Through this analysis which has utilized the relational constructions of identity articulated by Judith Butler alongside the practical, material experience of everyday life

Reiman quotes philosopher Richard Wasserstrom who in 1978 already observed that all information collected about him could produce a ‘picture of how I had been living