Empirical Analysis: Trade Secrets

Một phần của tài liệu The Economics of Trade Secrets: Evidence from the Economic Espionage Act (Trang 69 - 76)

In  contrast  to  patents,  trade  secrets  do  not  provide  the  same  wealth  of  data  for   researchers.    The  overriding  obstacle  is  that,  by  definition,  trade  secrets  are   secret.    However,  researchers  have  found  ways  to  gather  evidence  via  surveys   and  evidence  from  litigation.    This  final  section  presents  the  empirical  papers   examining  trade  secrets.  

Surveys    

The  interest  in  trade  secrets  research  from  an  economic  perspective  was  

rekindled  by  surveys  indicating  that  firms  use  trade  secrecy  more  than  had  been   previously  expected.    The  first  survey  addressing  a  company’s  use  of  trade   secrecy,  uncovered  in  this  literature  review,  is  that  of  Scherer  (1977.)    Scherer   examines  the  impact  that  compulsory  licensing  has  on  company’s  strategic  use  of   IP.    He  finds  that  “companies  subjected  to  antitrust  mandatory  licensing  decrees   were  patenting  fewer  of  their  inventions  and  keeping  relatively  more  of  their   new  technology  secret.”44    He  further  surmises  that  these  companies  were  not   changing  their  strategy  formally,  but  experiencing  a  change  in  corporate  culture   that  favoured  secrecy.  

 

The  most  widely  cited  contemporary  survey  is  that  by  Cohen,  Nelson  and  Walsh   (2000.)    In  their  groundbreaking  paper,  the  authors  conduct  an  extensive  survey   in  1994  of  manufacturing  firms  and  note  that  secrecy  is  much  more  heavily  used   than  had  been  anticipated.    In  addition  to  preferring  secrecy,  the  survey  finds   that  exploitation  of  lead-­‐time,  moving  rapidly  down  the  learning  curve  and  use  of  

                                                                                                               

44  Scherer  (1977),  p.  64  

complementary  sales  and  services  are  other  popular  methods  of  exploiting   innovations.  

 

Cohen,  Nelson  and  Walsh  argue  further  that  firms  choose  not  to  patent  due  to   difficulty  in  meeting  patentability  requirements,  aversion  to  disclosure  in  patent   applications,  costs  of  legal  defence  and  ease  of  inventing  around.    However,  their   study  also  indicates  that  firms  patent  in  order  to  prevent  copying,  block  other   patents,  earn  licensing  revenue,  improve  bargaining  positions,  prevent  

infringement  suits,  measure  internal  performance  and  enhance  the  firm’s   reputation.  

 

In  a  similar  paper,  Arundel  (2001)  uses  a  1993  European  Community  innovation   survey  to  determine  the  relative  importance  of  trade  secrecy  over  patents.    

Arundel  finds  that  secrecy  is  relatively  more  valuable  than  patents,  although  this   varies  depending  on  firm  market  size.    Small  firms  patent  less  because  they   prefer  to  have  fewer,  more  valuable  patents,  and  are  perhaps  less  likely  to   develop  patentable  innovations.    Larger  firms,  on  the  other  hand,  may  prefer   secrecy  as  it  allows  them  to  use  lead-­‐time  advantages  in  the  market.    Arundel   concludes  that  trade  secrets  and  patents  are  often  used  together  as  

complementary  protection  measures.  

 

The  findings  of  these  two  papers  caught  the  attention  of  the  economic  

community  and  spurred  the  growth  in  non-­‐patent,  IPR  research.    The  surveys’  

surprising  results  demonstrate  that  firms’  preference  for  trade  secrecy  over   patenting  is  much  higher  than  previously  anticipated.    However,  these  surveys   suffer  from  a  lack  of  empirical  certainty  in  that,  by  their  survey  nature,  they  are   subjective.  Despite  this,  the  results  are  surprising  and  open  up  a  new  area  in  IP   and  economics  research.  

 

While  not  strictly  a  survey,  Friedman,  Landes  and  Posner  (1991),  in  their   foundational  paper  on  the  economics  of  trade  secrets  law,  propose  a  list  of   reasons  why  a  firm  would  choose  not  to  patent  and  might  use  trade  secrets   instead:  

 

1. Time  for  competitors  to  independently  invent  the  innovation  is:  

a. As  long  as  the  term  of  the  patent  and  the  innovation  has  modest   value.  

b. Longer  that  the  term  of  the  patent.  

2. Innovation  is  non-­‐patentable  but  difficult  to  independently  invent.  

3. Firm  seeks  to  avoid  disclosure  in  patenting  process.  

4. Patenting  not  cost-­‐effective.  

5. Innovation  is  a  process  innovation  and  therefore  hard  to  detect   infringement.  

6. Innovation  not  easily  licensed.  

7. Innovation  believed  to  be  an  early  stage  of  a  cumulative  innovation.  

 

The  strength  of  their  arguments  has  since  been  proven  by  other  researchers  and   their  paper  directed  later  avenues  of  research.    The  first  point,  regarding  patent   term,  has  been  extensively  modelled  and  analysed  for  policy  implications  in  both   patenting  and  trade  secrets  terms  (as  noted  in  Gilbert  and  Shapiro,  1990;  

Denicolo,  1996;  and  Scotchmer,  2005,  among  others.)  Their  last  two  points  are   those  that  are  currently  being  examined.    The  suggestion  that  trade  secrets  are   used  because  the  innovation  is  not  easily  licensed  is  being  approached  from  the   licensing  and  choice  of  protection  point  of  view,  as  in  Beckerman-­‐Rodau  (2002.)   Finally,  the  issue  of  cumulative  innovation  is  under  scrutiny  from  the  perspective   of  trade  secrets,  as  in  Bhattacharya  and  Guriev  (2006).  

 

Evidence  from  Litigation    

The  empirical  analysis  of  trade  secrets  using  evidence  from  litigation  is  in  its   infancy.    Lerner  (2006)  conducts  a  preliminary  investigation  into  the  empirical   evidence  found  in  litigation.    Lerner  examines  approximately  500  litigation  cases   from  two  states  known  for  their  innovation;  Massachusetts  and  California.    His   groundbreaking  analysis  provides  some  surprising  conclusions  and  indicates  a   rich  area  for  future  research.  

 

Lerner  notes  that  trade  secrecy  cases  face  a  cost  not  present  in  patent  cases  –  the   disclosure  of  the  trade  secret  and  subsequent  loss  of  trade  secrecy  protection.    

Whereas  a  patent  gains  its  protection  from  its  government  issued,  legally  defined   status,  the  same  cannot  be  said  of  the  trade  secret.    In  trade  secrecy  litigation,  the  

plaintiff  must  prove  that  the  protected  intellectual  property  (the  trade  secret),   exists;  patents  do  not  suffer  from  this  same  burden  of  proof.    In  order  to  prove  its   existence,  the  disclosure  of  the  trade  secret  in  the  course  of  litigation  may  be   required.    This  disclosure  risks  becoming  public  knowledge  at  which  point  the   trade  secrecy  protection  is  lost.    While  the  patent  may  risk  invalidation  via   litigation,  trade  secrecy  protection  can  be  lost  entirely,  and,  with  it,  market   advantage.  

 

A  recent  case  involving  the  insurance  company  Allstate  in  the  U.S.  demonstrates   the  risk  of  loss  of  secrecy  via  litigation  that  Lerner  highlights.    In  a  lawsuit  filed   by  an  insurance  claimant,  Allstate  was  asked  to  turn  over  documents  produced   by  a  consulting  firm,  which  spell  out  Allstate’s  approach  to  handling  claims.    On   appeal,  an  opinion  details  the  extent  to  which  Allstate  claimed  trade  secrecy  to   prevent  the  admission  of  the  documents  to  the  court.45    Mauldin  (2008)  notes   that  Allstate  declared  that  the  “documents  are  valuable  and  that  great  lengths   have  been  taken  to  ensure  that  such  documents  are  not  disseminated  outside  of   the  company.”46    Allstate  ultimately  won  the  lawsuit  and  claimed  that  the  

documents  should  be  sealed  to  preserve  their  trade  secrecy.    However,  the  judge   ruled  that  the  documents  were  disclosed  at  a  public  hearing  and  should,  

therefore,  remain  public.  47    Thus,  Allstate’s  trade  secrets  ultimately  were  made   public.    

 

Lerner’s  survey  results  in  some  interesting  conclusions.    First,  he  notes  that   trade  secrets  are  often  employed  in  industries,  such  as  software,  where  patent   protection  has  been  limited.    Additionally,  the  probability  of  winning  a  trade   secrecy  lawsuit  is  less  than  40%  and  only  9%  result  in  damages.    This  compares   to  a  roughly  two-­‐thirds  success  rate  in  patent  litigation.    The  damages  awarded   in  the  survey  averaged  $1.5  million,  which  is  roughly  one-­‐third  of  the  average   patent  litigation  award.48  

                                                                                                               

45  Allstate  Floridian  Insurance  Company  et  al  v.  Office  of  Insurance  Regulation,  Case  No  1D08-­‐

0275,  District  Court  of  Appeal,  First  District,  State  of  Florida,  Opinion  filed  April  4,  2008.  

46  Mauldin  (2008),  p.  163.  

47  Ortiz,  Brandon  “Secret  Allstate  documents  should  be  public,  judge  rules,”  Lexington  Herald-­‐

leader,  November  16,  2007  accessed  from  www.kentucky.com/181/story/233007.html.  

48  See  Lerner  (2006),  p.  13.  

 

Lerner  highlights  the  fact  that  this  is  an  empirical  area  ready  for  exploration.    At   the  conclusion  of  his  paper,  he  indicates  his  future  research  will  be  to  expand  the   database  and  investigate  the  litigation  decisions  themselves.  However,  Lerner’s   paper  provides  an  indication  that  this  will  prove  to  be  a  fruitful  area  of  research.  

 

In  a  law  paper,  Almeling  et  al  (2010)  present  their  descriptive  analysis  of  a   database  constructed  from  trade  secret  litigation  in  federal  courts.    The  authors   gathered  data  from  394  cases  with  issued  written  opinions  from  1950  to  2008.    

The  authors  selected  a  random  25%  sample  of  available  cases  from  1950  to  2007   (273  cases)  and  all  cases  in  2008  (121  cases.)  As  the  authors  note,  the  use  of   litigation  remains  fraught  with  selectivity  bias.  “The  unit  of  analysis  –  written   decisions  that  are  available  on  WESTLAW  –  is  only  a  small  part  of  the  complete   universe  of  trade  secret  misappropriations.”49  

 

The  authors  find  that  the  number  of  cases  of  trade  secrets  litigation  in  federal   courts  doubled  from  1988  to  1995,  and  again  from  1995  to  2004.    Additionally,   they  find  that  the  laws  of  Illinois,  California  or  New  York  were  applied  in  30%  of   the  cases.    This  likely  coincides  with  the  fact  that  courts  located  in  these  states   are  the  busiest  and  in  areas  of  economic  importance  in  the  U.S.    They  also  find   that  the  trade  secrets  themselves  are  divided  roughly  between  two  general   categories:  internal  business  secrets  and  technical  secrets.  

 

Furthermore,  the  authors  find  that  perpetrators  of  most  trade  secrets  thefts  are   insiders  (i.e.  someone  known  to  the  owner  of  the  trade  secrets.)    The  

perpetrators  are  most  commonly  current  or  former  employees  or  business   partners.    The  authors  report  their  descriptive  findings  in  the  table  below.  

                                                                                                               

49  Almeling  et  al  (2010),  p.  7.  

Table  2-­5:  Identity  of  Alleged  Misappropriator  in  Trade  Secret  Litigation   (1950  -­  2008)50  

  Percentage  

Employee  or  former  

employee   53%  

Business  partner   36%  

Unrelated  third  party   4%  

Other  or  unknown   6%  

 

Almeling  et  al  (2010)  also  address  the  legal  burden  of  trade  secrets’  owners  to   prove  that  the  trade  secret  was  reasonably  protected.    Using  a  logistic  regression,   whose  details  are  not  reported  in  the  paper,  they  find  that  the  employee  

confidentiality  agreements  and  partner  confidentiality  agreements  increased  the   likelihood,  by  “more  than  a  factor  of  100”,51  that  the  court  would  find  in  favour  of   the  trade  secret  owner.    Additionally,  the  authors  report  the  following  success   rates  of  these  litigations:  

Table  2-­6:  Outcome  of  Trade  Secret  Litigation  in  Federal  Courts52    

  1950  –  2007   2008  

Owner  prevails   42%   52%  

Owner  does  not  prevail   53%   43%  

Owner  prevailed  on  some  trade  secret   claims  but  not  on  others  

5%   5%  

 

These  values  are  approximately  similar  to  Lerner’s  findings  that  the  owner  wins   in  only  40%  and  again  is  lower  than  the  two-­‐thirds  win  rate  of  patent  litigation.    

However,  the  2008  outcome  rates  reported  in  Almeling,  and  the  authors’  

observation  that  the  number  of  trade  secret  cases  is  increasing,  could  indicate   that  these  outcome  rates  may  shift  further  in  favour  of  owners.  

Evidence  from  Litigation:  the  EEA      

                                                                                                               

50  Ibid.,  p.  9.  

51  Ibid.,  p.  26.  

52  Ibid.,  p.  17.  

Finally,  the  literature  begins  to  address  the  evidence  gathered  from  prosecutions   under  the  EEA.    The  data  used  in  these  papers  are  most  closely  related  to  the   focus  of  this  thesis.    Two  papers  pay  specific  attention  to  evidence  from  the  EEA:  

Zwillinger  and  Genetski  (1996),  who  focus  on  the  valuation  of  the  stolen  trade   secrets,  and  Carr  and  Gorman  (2001),  who  examine  the  impact  of  the  

announcement  of  the  theft  of  trade  secrets  on  the  victim  firm.      

 

Zwillinger  and  Genetski  (1996)  present  a  legal  view  of  the  valuation  of  trade   secrets  within  the  EEA  cases.    The  authors  examine  best  practices  for  reaching   fair  and  consistent  calculations  of  loss  in  EEA  cases.    The  authors  present  an   argument  that  the  Fair  Market  Value  and  Reasonable  Royalty  are  appropriate   methods  for  EEA  cases.  The  authors  highlight  the  “ad  hoc”  application  of  Fair   Market  Value  and  argue  for  sentencing  to  be  more  closely  based  on  intended  loss   to  victim  and  gain  to  defendant.    These  issues  are  further  developed  in  Chapters   4  and  5  of  this  thesis.  

 

In  a  paper  that  adopts  a  business  and  law  approach,  Carr  and  Gorman  (2001)   analyse  the  impact  of  the  announcement  of  the  theft  of  trade  secrets  on  the   victim  firm’s  stock  price.    They  find  that  the  victim  firm’s  stock  price  decreases   after  a  trade  secret  theft  is  announced  and  dub  this  effect  the  “revictimization”  

by  the  stock  market.    The  authors  model  the  announcement  of  the  theft  of  trade   secrets  and  use  a  regression  analysis  to  determine  the  impact  of  the  

announcement  on  the  stock  price.  Their  hypothesis  is  that  the  public  disclosure   of  the  theft  has  an  immediate  and  negative  impact  on  the  stock  returns  of  the   victim  firms,  which  is  seen  via  a  negative  average  abnormal  return.    Using  the   S&P  500  as  a  benchmark,  they  find  that  the  announcement  of  the  theft  results  in   a  statistically  significant  average  abnormal  return  of  -­‐0.89%  in  the  victim’s  stock   price.    Thus,  the  authors  find  in  favour  of  their  revictimization  hypothesis.      

 

The  body  of  empirical  literature  examining  trade  secrets  is  limited  due  to  the   lack  of  available  data  sources.    This  literature  review  has  detailed  the  

background  behind  this  situation  and  examined  the  current  state  of  the  

literature.    The  conclusion  is  that  trade  secrets  are  an  area  ripe  for  further   research.  

Một phần của tài liệu The Economics of Trade Secrets: Evidence from the Economic Espionage Act (Trang 69 - 76)

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