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The  effect  of  preparation  and  willingness  to  participate  on  idea  quality  in  interactive  brainstorming  groups

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University  of  Groningen   Faculty  of  Economics  &  Business  

 

MSc  Business  Administration,  Strategic  Innovation  Management                  

The  effect  of  preparation  and  willingness  to  

participate  on  idea  quality  in  interactive  

brainstorming  groups  

                   

Supervisor:  dr.  R.A.  van  der  Eijk   Co-­‐reader:  dr.  F.  Noseleit  

Author:  Wouter  Kok   Student  number:  2591081  

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Abstract  

This  study  was  motivated  by  an  attempt  to  get  a  better  understanding  of  effectiveness   within   brainstorming   groups.   With   groups   being   so   vital   and   present   in   modern   organizations,  understanding  their  effectiveness  is  a  challenging  and  important  question   to   address.   If   we   would   know   the   impact   of   each   phenomenon   on   the   effectiveness   of   brainstorming  groups,  these  could  be  manipulated  in  order  to  significantly  increase  the   effectiveness   of   these   groups.   The   phenomena   examined   in   this   study   are   preparation   and   willingness   to   participate.   The   aim   is   to   examine   their   effect   on   idea   quality   in   interactive   brainstorming   groups.   Idea   quality   is   seen   as   an   outcome   of   these   groups,   which  we  measure  in  terms  of  originality,  feasibility,  and  effectiveness.  The  findings  of   this  study  demonstrated  a  positive  relationship  between  higher  levels  of  willingness  to   and   idea   quality   in   the   sense   of   effectiveness.   No   relationship   was   found   concerning   preparation  and  any  of  our  idea  quality  criteria.  

 

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Executive  summary  

It   is   commonly   assumed   that   innovation   is   vital   for   long-­‐term   corporate   success.     Usually,  this  innovation  starts  with  the  generation  of  creative  ideas.  A  well-­‐known  tool   for   generating   these   ideas   is   brainstorming,   which   is   designed   to   remove   a   natural   tendency   that   people   have   to   be   selective   in   the   expression   of   their   ideas.   For   this   reason,   understanding   what   makes   these   groups   effective   is   an   important   question   to   address.  The  purpose  of  this  study  is  to  examine  the  effect  of  two  phenomena  that  can   impact   the   effectiveness   of   these   groups,   which   are   preparation   and   willingness   to   participate.   We   measure   the   effectiveness   of   brainstorming   groups   in   terms   of   idea   quality,   which   is   seen   as   an   output   of   these   groups.   Accordingly,   the   main   research   question   has   been   formulated   as   follows:   What   is   the   effect   of   preparation   and   willingness  to  participate  on  idea  quality  in  interactive  brainstorming  groups?    

 

After   reviewing   the   existing   literature   about   brainstorming,   the   focus   turns   to   idea   quality.  Next  to  presenting  different  definitions  of  this  concept,  it  is  explained  that  we   use   originality,   feasibility,   and   effectiveness   as   three   quality   criteria   for   this   concept.   Further,  we  present  an  overview  of  precursors  of  effectiveness  in  brainstorming  groups   in   terms   of   idea   quality.   Finally,   the   focus   turns   to   the   role   of   motivation   in   brainstorming  groups  and  in  particular  the  concepts  of  preparation  and  willingness  to   participate.    

 

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Table  of  contents  

1.  Introduction  ...  4  

1.1  Research  objective  and  research  question  ...  5  

1.2  Scope  and  domain  of  the  study  ...  5  

1.3  Managerial  relevance  ...  6  

1.4  Organization  of  the  paper  ...  6  

2.  Theoretical  background  ...  7  

2.1  Brainstorming  ...  7  

2.1.1  Different  brainstorming  groups  ...  8  

2.1.2  Productivity  loss  in  interactive  brainstorming  groups  ...  8  

2.1.3  The  continued  use  of  interactive  brainstorming  groups  ...  9  

2.1.4  The  ultimate  goal  of  brainstorming  groups  ...  10  

2.2  Idea  quality  ...  10  

2.2.1  Idea  quality  criteria  ...  10  

2.2.2  Quality  of  the  best  idea  ...  11  

2.3  Precursors  of  effectiveness  in  brainstorming  groups  ...  13  

2.4  The  role  of  motivation,  preparation,  and  willingness  to  participate  in  brainstorming  groups  ...  15  

2.4.1  Motivation  in  brainstorming  groups  ...  16  

2.4.2  Preparation  in  brainstorming  groups  ...  16  

2.4.3  Willingness  to  participate  ...  17  

2.5  Summary  ...  19  

3.  Conceptual  model  ...  21  

3.1  Willingness  to  participate  ...  21  

3.2  Preparation  ...  22   3.3  Conceptual  model  ...  22   4.  Method  ...  23   4.1  Research  design  ...  23   4.2  Data  collection  ...  23   4.3  Variables  measured  ...  25   4.3.1  Dependent  variable  ...  25   4.3.2  Independent  variables  ...  26   4.3.3  Control  variables  ...  27   4.3.3.1  Group  size  ...  27   4.3.3.2  Age  ...  27   4.3.3.3  Gender  ...  27   4.3.3.4  Educational  level  ...  28  

4.3.4  Overview  of  variables  ...  28  

4.4  Data  analysis  ...  29  

4.4.1  Factor  and  reliability  analyses  ...  29  

4.4.2  Sample  selection  ...  30  

4.5  Validity,  reliability,  and  generalizability  ...  31  

5.  Results  ...  33   5.1  Correlation  matrix  ...  32   5.2  Regression  analysis  ...  33   6.  Discussion  ...  37   7.  Conclusion  ...  41   7.1  Conclusion  ...  41   7.2  Implications  ...  41  

7.3  Limitations  and  future  research  ...  42  

References  ...  43  

Appendix  ...  49    

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1. Introduction  

According  to  Amabile  (1997),  the  business  world  is  seldom  static  and  the  pace  of  change   appears  to  be  rapidly  accelerating.  No  firm  that  continues  to  deliver  the  same  products   and  services  in  the  same  way  can  long  survive.  Therefore,  innovation  is  vital  for  long-­‐ term  corporate  success.  A  first  step  in  innovation  is  creativity,  which  is  referred  to  as  the   production   of   novel,   appropriate   ideas   in   any   realm   of   human   activity.   Subsequently,   successful   implementation   of   these   ideas   gives   us   the   definition   of   innovation.   So,   as   innovation   starts   with   the   generation   of   creative   ideas,   how   are   these   ideas   then   generated?  

 

Following  Rietschzel  (2005)  and  many  others,  a  well-­‐known  tool  for  idea  generation  is   brainstorming,   a   term   that   was   first   used   by   Osborn   (1963).   This   tool   is   designed   to   remove   a   natural   tendency   that   people   have   to   be   selective   in   the   expression   of   their   ideas.  So,  the  goal  for  participants  of  brainstorming  groups  is  to  come  up  with  as  many   creative   ideas   as   possible.   The   underlying   assumption   here   is   that   quantity   leads   to   quality,   which   simply   means   that   the   more   ideas   are   generated,   the   higher   the   probability  that  at  least  one  of  these  ideas  is  extremely  good.  

 

As  Girotra  et  al.  (2010)  note,  most  prior  research  has  focused  on  the  average  quality  of   ideas  or  the  number  of  ideas  generated,  ignoring  the  fact  what  most  organizations  seek;   a  few  great  ideas.  This  statement  is  supported  by  a  study  of  Nijstad  &  De  Dreu  (2002),   who   say   that   producing   a   large   number   of   ideas   is   never   the   ultimate   goal   of   a   brainstorming   group.   Instead,   what   they   are   after   is   a   limited   number   of   high   quality   ideas.   In   this   way   creative   ideas   can   be   selected   for   further   development   and,   after   successful  implementation,  possibly  become  an  innovation.    

 

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1.1     Research  objective  and  research  question  

According   to   Nijstad   &   De   Dreu   (2002),   with   groups   being   so   vital   and   present   in   modern   organizations,   understanding   their   effectiveness,   or   ineffectiveness,   is   a   challenging   and   important   question   to   address.   This   is   in   line   with   Bouchard   (1972),   who   notes   that   for   the   practical   purpose   of   producing   effective   groups,   as   well   as   the   theoretical   purpose   of   understanding   what   makes   groups   effective   (or   ineffective),   a   useful   approach   would   be   to   assemble   groups   on   variables   that   would   be   expected   to   facilitate   effective   performance.   He   continues   by   saying   that   a   consideration   generally   ignored   by   most   studies   in   the   brainstorming   literature   is   individual   differences.     Most  studies  assume  that  one  group  of  brainstorming  participants  is  just  as  good  as  the   other.   However,   one   of   the   differences   between   brainstorming   groups   may   lie   in   motivational  aspects.  As  Bouchard  (1972)  notes,  a  consequence  of  using  these  groups  is   that  they  depend  on  curiosity  or  willingness  to  help  as  a  source  of  motivation.  For  this   purpose,  the  following  main  research  question  is  proposed:  

 

What  is  the  effect  of  preparation  and  willingness  to  participate  on  idea  quality  in   interactive  brainstorming  groups?  

 

To  help  answering  the  main  research  question,  the  following  sub  questions  are  used:   (a) How  can  we  define  and  use  brainstorming?  

(b) What  is  idea  quality?  

(c) What  are  precursors  of  effectiveness  in  brainstorming  groups?  

(d) What  is  the  role  of  motivation,  preparation  and  willingness  to  participate   in  brainstorming  groups?  

 

1.2     Scope  and  domain  of  the  study  

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groups,   and   the   focus   is   not   on   the   number   if   ideas   generated.   Instead,   we   will   focus   exclusively   on   interactive   brainstorming   groups   as   the   setting   of   this   research.     Furthermore,  the  aim  is  to  study  the  effect  of  preparation  and  willingness  to  participate   by  members  of  these  brainstorming  groups  on  idea  quality,  which  is  seen  as  an  outcome   of  these  brainstorming  groups.  Why  these  concepts  are  chosen,  and  how  they  are  being   used,  is  explained  in  the  theoretical  background  section.  

 

1.3     Managerial  relevance  

According  to  Rietzschel  et  al.  (2010),  it  is  commonly  assumed  that  successful  innovation   depends  on  creative  idea  generation.  For  this  reason,  facilitation  of  this  idea  generation   stage  is  crucial.  In  order  to  know  how  to  do  this,  factors  that  stimulate  or  inhibit  idea   generation   need   to   be   studied.   The   importance   of   the   practical   purpose   of   understanding  the  effectiveness  of  these  groups  was  already  mentioned  in  the  study  of   Bouchard   (1972),   who   suggested   to   assemble   groups   on   variables   that   would   be   expected  to  facilitate  effective  performance.  This  is  in  line  with  a  later  study,  by  Barki  &   Pinsonneault  (2001),  who  state  that  if  the  magnitude  of  each  phenomenon’s  impact  on   brainstorming   groups   is   known,   these   different   phenomena   can   be   manipulated   to   significantly  increase  brainstorming  groups’  effectiveness.  Although  we  are  not  able  to   study   every   phenomenon   that   can   impact   brainstorming   groups,   for   the   practical   purpose   of   this   study   it   will   be   interesting   to   see   in   what   way   preparation   and   willingness   of   brainstorming   group   members   to   participate   will   have   an   effect   on   the   quality   of   ideas   generated.   In   this   way,   managers   will   be   able   to   composite   brainstorming  groups  more  effectively.  

 

1.4     Organization  of  the  paper  

In   the   next   section,   we   will   first   give   an   overview   of   relevant   literature   on   brainstorming,   idea   quality,   preparation,   and   willingness   to   participate.   Then,   after   presenting   the   conceptual   model,   the   methodological   issues   will   be   addressed.   Hereinafter,  the  results  will  be  presented  and  the  findings  will  be  discussed.  Finally,  the   last   section   contains   the   implications   of   this   study,   discusses   its   limitations,   and   provides  direction  for  further  research.  

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2. Theoretical  background  

This   chapter   serves   to   provide   insights   into   existing   literature   and   will   be   used   to   explain  relevant  concepts  and  their  relationships.  

 

According  to  Rietzschel  et  al.  (2010),  in  all  domains  of  society,  progress  depends  on  the   adoption   of   new   procedures   or   products.   Such   innovation   necessarily   starts   with   the   generation   of   creative   ideas.   As,   according   to   Amabile   (1997),   innovation   is   vital   for   long-­‐term   corporate   success,   generating   these   ideas   is   crucial   for   organizations.     A  well-­‐known  creativity  technique  that  is  specifically  designed  to  maximize  participants’   ideational   output   is   the   brainstorming   technique,   which   is   the   topic   of   this   research.     In  the  following  section,  we  will  elaborate  further  on  this  creativity  technique.  

 

2.1    Brainstorming  

In  order  to  get   a   better   understanding   of   the   context   of   this   study,  it  is  useful  to  start   with   an   introduction   to   brainstorming.   To   begin,   brainstorming   is   one   of   the   most   popular   and   well-­‐known   creativity   techniques,   and   is   widely   used   by   organizations   in   order  to  come  to  innovations  and  creative  solutions.    According  to  Rickards  (1999),  this   technique   can   be   traced   back   to   extensive   efforts   initiated   in   around   1940   by   Alex   Osborn.  His  intention  was  to  restructure  meetings  in  order  to  overcome  inhibitions  that   block   idea   generation.   Rietzschel   (2005)   notes   that   the   main   premise   of   the   brainstorming   procedure   is   that   quantity   breeds   quality,   which   means   that   the   more   ideas  are  generated,  the  more  good  ideas  will  be  found  among  them.  Therefore,  boosting   the  number  of  ideas  generated  is  the  essence  of  brainstorming.  According  to  creativity   researchers,  like  Amabile  (1979),  it  is  found  that  people  are  thought  to  generate  more   ideas   when   feeling   free   of   evaluation   and   criticism.   For   this   reason,   in   most   brainstorming  activities  the  idea  generation  and  idea  selection  processes  are  separated.    

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and  even  themselves.  The  second  principle  is  extended  idea  search,  which  also  focuses   on  quantity  by  constantly  asking  our  imagination  to  search  for  more  and  different  ideas.   When   these   conditions   are   not   met,   the   number   of   ideas   expressed   is   probably   not   maximized,  which  means  that  the  possibility  of  missing  some  excellent  ideas  will  exist.    

2.1.1.     Different  brainstorming  groups  

In   his   paper,   Rickards   (1999)   states   that   several   versions   of   the   brainstorming   technique   are   known,   including   individual,   nominal,   interactive   and   even   electronic   brainstorming   groups.   In   many   studies,   both   nominal   and   interactive   brainstorming   groups  are  being  examined.  In  a  nominal  group  people  generate  ideas  in  isolation,  but   their  output  is  pooled.  Members  of  interactive  groups  are  brainstorming  together  in  the   same  room  (Putman  &  Paulus,  2009).  In  their  study,  they  examined  group  and  individual   brainstorming   processes,   and   related   this   to   idea   selection   performance.   They   found   that   nominal   groups   generated   more   ideas   than   interactive   groups.   Furthermore,   members  of  nominal  groups  generated  more  original  ideas  than  members  of  interactive   groups.  These  findings  on  idea  generation  are  in  line  with  several  others  who  conducted   similar  research  (Diehl  &  Stroebe,  1987;  Faure,  2004;  Rietzschel  et  al.,  2006).    

 

2.1.2.     Productivity  loss  in  interactive  brainstorming  groups  

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productivity  loss  is  possible.  However  still,  as  Bouchard  (1972)  states,  brainstorming  is   a   procedure   widely   used   in   organizations   in   spite   of   the   overwhelming   experimental   evidence   that   indicates   that   individual   problem   solving   is   superior   under   most   circumstances.   But   then   why   do   organizations   still   make   use   of   interactive   brainstorming  groups?    

 

2.1.3     The  continued  use  of  interactive  brainstorming  groups  

Several   studies   provide   arguments   for   the   continued   use   of   interactive   brainstorming   groups.  For  instance,  Nijstad  &  De  Dreu  (2002)  mention  higher  levels  of  satisfaction  and   enjoyment,   and   higher   levels   of   task   persistence   as   benefits   associated   with   the   continued   use   of   interactive   brainstorming   groups.   Further,   Putman   &   Paulus   (2009)   note  that  positive  effects  of  group  brainstorming  may  occur  when  other  participants  are   a  source  of  motivation  or  a  source  of  cognitive  stimulation.  Furthermore,  by  noting  that   nominal   groups   possibly   will   have   difficulties   shifting   to   an   interactive   format,   a   potential  disadvantage  is  mentioned  by  the  authors.  If  the  nominal  group  members  are   susceptible  to  the  shared  information  bias,  they  may  not  fully  share  their  more  original   ideas  with  the  rest  of  the  group.  

 

Bouchard  (1972)  notes  that  the  continued  use  of  interactive  brainstorming  groups  rests   on   two   relatively   rational   assumptions.   First,   the   necessary   information   for   solving   problems  is  scattered  among  different  people.  Second,  with  respect  to  implementation   of  these  new  ideas  or  solutions,  acceptance  of  a  decision  for  a  certain  idea  or  solution  by   the  participants  involved  is  often  as  important  as  the  quality  of  that  decision.  This  latter   point,  which  actually  goes  beyond  the  brainstorming  task,  is  reflected  on  in  the  paper  of   Faure  (2004).  She  states  that  brainstorming  is  a  technique  designed  to  help  companies   solve  problems  and  as  such  its  effectiveness  should  be  assessed  over  the  entire  problem-­‐ solving  process.  So,  focusing  exclusively  on  productivity  may  be  a  too  narrow  definition   of  brainstorming  effectiveness.  Further,  it  is  suggested  that  companies  appear  willing  to   give  up  some  efficiency  at  the  idea  generation  stage,  hoping  for  increased  quality  of  the   ideas   selected   and   greater   commitment   to   implementing   these   ideas   in   later   stages.   However,   the   results   of   this   study   show   that   interactive   brainstorming   groups   do   not   make  up  for  their  inferiority  at  the  idea  generation  stage  in  later  stages.    

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2.1.4     The  ultimate  goal  of  brainstorming  groups  

While   the   goal   of   brainstorming   sessions   is   to   generate   as   many   creative   ideas   as   possible,  businesses  do  not  have  the  resources  to  further  develop  every  idea,  and  people   do  not  have  the  time  or  ability  to  take  every  idea  into  consideration.    As  Rietzschel  et  al.   (2010)   note,   when   it   comes   to   the   selection   of   ideas,   people   typically   have   problems   with   making   their   selection   from   a   very   large   number   of   ideas.   It   may   be   that   Faure   (2004),   as   we   argued   before,   is   right,   by   suggesting   that   focusing   exclusively   on   productivity   may   be   a   too   narrow   definition   of   brainstorming   effectiveness.     This  statement  is  supported  by  Nijstad  &  De  Dreu  (2002)  who  see  the  exclusive  focus  of   previous   literature   on   the   idea   generation   stage   and   quantity   of   ideas   as   a   limitation.   They   state   that   producing   a   large   number   of   ideas   is   never   the   ultimate   goal   of   a   brainstorming   group.   Instead,   what   they   are   after   is   a   limited   number   of   high   quality   ideas  that  will  eventually  have  a  chance  of  being  implemented.    

 

Thus,   when   we   see   brainstorming   as   a   tool   for   innovation,   a   focus   on   productivity   indeed  is  too  narrow.  Therefore,  besides  on  interactive  brainstorming  groups,  this  study   will  focus  on  idea  quality,  a  topic  we  will  now  discuss  in  more  detail.    

 

2.2     Idea  quality  

In   their   research   about   small   group   brainstorming,   Barki   &   Pinsonneault   (2001)   state   that  idea  quality  is  the  most  important  indicator  of  group  brainstorming  performance.   However,  according  to  Bretschneider  et  al.  (2012),  idea  quality  is  a  complex  construct.   Furthermore,  he  notes  that  quality  of  a  creative  idea  is  in  the  eye  of  the  beholder,  which   means   that   if   a   judge   or   group   of   judges   independently   agrees   that   a   given   product   is   highly  creative,  it  can  and  must  be  accepted  as  such.  Despite  this  subjectivity,  previous   literature  identified  several  idea  quality  criteria,  which  we  will  discuss  now.  

 

2.2.1     Idea  quality  criteria  

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In   order   to   overcome   these   problems,   in   their   review   of   the   idea   generation   and   creativity  literature,  Dean  et  al.  (2006)  revealed  that  terms  used  to  evaluate  ideas  can  be   grouped   into   four   general   constructs.   These   four   constructs   are   novelty,   feasibility,   relevance,  and  specificity.  First,  novelty  refers  to  the  degree  to  which  an  idea  is  original   and  modifies  a  paradigm.  Second,  an  idea  is  feasible  if  it  can  be  easily  implemented  and   does   not   violate   known   constraints.   Third,   we   can   speak   of   relevance   when   the   idea   applies  to  the  stated  problem  and  will  be  effective  at  solving  the  problem.  Last,  an  idea  is   specific  if  it  is  worked  out  in  detail.  Dean  et  al.  (2006)  themselves  define  a  quality  idea  as   one   that   contains   three   characteristics.   First,   the   idea   should   apply   to   the   problem   at   hand.   Second,   it   should   be   an   effective   solution.   Third,   it   should   be   implementable.   According  to  this  definition,  an  idea  can  be  termed  a  quality  idea  without  it  being  novel   or  unusual.    

 

Different  from  the  definition  of  Dean  et  al.  (2006),  Diehl  &  Stroebe  (1987)  proposed  that   the  quality  of  an  idea  is  reflected  by  its  originality,  which  is  the  extent  to  which  the  idea   is  novel,  and  feasibility,  the  extent  to  which  the  idea  precise  and  the  ease  with  which  it   can   be   implemented.   This   is   in   line   with   Rietzschel   et   al.   (2010),   who   note   that   idea   quality   is   usually   defined   as   a   combination   of   originality   and   feasibility.   Hence,   a   high   quality  idea  is  both  highly  original,  or  unusual,  and  highly  feasible.  In  the  study  of  Barki   &   Pinsonneault   (2001)   it   is   argued   that   this   conceptualization   of   idea   quality   is   satisfactory.   However,   they   also   state   that   numerous   authors   have   argued   that   effectiveness,  which  is  the  extent  to  which  the  idea  helps  to  solve  the  problem,  is  also  an   important  dimension  of  quality.  An  idea  may  be  very  original  and  feasible,  but  its  quality   cannot  be  very  high  if  it  does  not  help  to  solve  the  problem  at  hand.  Therefore,  we  will   use   originality,   feasibility,   and   effectiveness   as   our   three   quality   dimensions   in   this   study.  

 

2.2.2     Quality  of  the  best  idea  

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making  a  comparison  with  the  manufacturing  industry,  where  most  firms  would  prefer   producing   100   units   with   good   quality   over   making   1   unit   with   exceptional   quality   followed   by   99   that   have   to   be   scrapped.   For   most   innovation   challenges,   an   organization   would   prefer   99   bad   ideas   and   1   extremely   good   idea   to   100   ideas   of   average  quality.  In  the  world  of  innovation,  the  extremes  are  what  matter,  and  not  the   average  or  the  norm.  For  this  reason,  in  this  study  we  will  not  look  at  the  average  quality   of  ideas,  but  only  to  the  quality  of  the  best  ideas.    

 

To  conclude,  Rietzschel  et  al.  (2010)  state  that,  although  it  is  clearly  possible  to  reliably   rate  the  quality  of  ideas,  it  is  not  immediately  obvious  that  these  ratings  actually  predict   implementation  success.  This  statement  is  supported  by  a  quote  that  even  experts  are   not   able   to   predict   which   ideas   or   solutions   will   turn   out   to   be   effective   or   successful   (Simonton,   1997   in   Rietzschel   et   al.,   2010).   However,   if   the   effectiveness   of   creative   ideas  could  easily  and  accurately  be  judged  in  advance,  innovation  would  probably  be  an   easier  task  than  it  is  today.  A  final  remark  in  this  study  is  that  the  results  show  that  it  is   important   to   distinguish   not   only   between   performance   in   different   stages   of   the   creative   process,   like   idea   generation   and   idea   selection,   but   also   between   different   quality  dimensions,  such  as  novelty  and  feasibility.  This  is  in  line  with  the  study  of  Dean   et  al.  (2006),  who  state  that  to  systematically  sample  each  dimension,  it  is  better  to  score   each  dimension  separately  rather  than  assess  a  unitary,  overall  score.  Both  studies  argue   against   the   use   of   aggregate   measures   of   idea   quality,   because   these   can   easily   cloud   meaningful  patterns  of  results.    

 

To  summarize,  in  this  study  we  will  use  originality,  feasibility,  and  effectiveness  as  our   idea   quality   criteria.   Furthermore,   we   follow   the   reasoning   of   Rietzschel   et   al.   (2010)   and   Dean   et   al.   (2006),   by   distinguishing   between   different   quality   dimensions.     Further,  as  explained  before,  we  will  only  look  at  the  quality  of  the  best  ideas.  So,  now   that   we   have   discussed   the   concept   of   idea   quality,   it   is   interesting   to   take   a   look   at   precursors  of  effectiveness  in  brainstorming  groups  in  terms  of  idea  quality.  

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2.3     Precursors  of  effectiveness  in  brainstorming  groups  

Woodman  et  al.  (1993)  developed  a  theoretical  framework  for  understanding  creativity   in   complex   social   settings.   In   their   framework,   the   authors   suggest   that   individual,   group,   and   organizational   characteristics   have   an   impact   on   the   creative   process   and   situation,  resulting  in  the  creative  product  for  the  organization.  This  framework  gives  a   broad   overview   of   what   affects   creative   behavior,   and   lists   characteristics   that   are   illustrative  and  not  intended  to  suggest  an  exhaustive  list.    

 

According   to   Woodman   et   al.   (1993),   although   group   creativity   is   not   the   simple   aggregate   of   all   group   members’   creativity,   it   is   clearly   a   function   of   the   creativity   of   individuals   in   the   group.   The   cognitive   factors   of   the   group   members   are   likely   to   influence   the   outcome   of   a   process   like   group   brainstorming.   Brown   et   al.   (1998)   examined   these   cognitive   factors   that   are   involved   in   group   idea   generation.     For   instance,   it   is   stated   that   the   degree   of   attention   that   group   members   pay   to   each   other’s   ideas   will   have   a   large   influence   on   the   effectiveness   of   group   brainstorming.   Further,   social   factors   are   mentioned,   like   the   fact   that   group   members   may   be   motivated  by  the  social  reinforcement  or  approval  provided  by  others  as  they  express   their  ideas.    

 

Next,   in   their   study,   Barki   &   Pinsonneault   (2001)   compared   the   effectiveness   of   four   brainstorming   technologies   in   terms   of   idea   quality.   They   provide   a   framework   consisting  of  factors  that  affect  a  brainstorming  group’s  effectiveness.  Although  their  list   is  not  exhaustive,  it  includes  most  effects  that  have  been  examined  in  different  research   fields   and   that   are   thought   to   influence   group   processes   during   brainstorming.   These   factors   are   grouped   into   procedural,   social-­‐psychological   and   economic   mechanisms.   Further,   the   authors   note   that   the   framework   can   serve   as   a   starting   point   for   addressing   the   issue   of   how   phenomena   affect   brainstorming   processes   and   in   what   magnitude.  If  the  magnitude  of  each  phenomenon’s  impact  on  brainstorming  groups  is   known,   the   different   phenomena   operating   in   these   sessions   can   be   manipulated   to   significantly   increase   brainstorming   groups’   effectiveness.   Compared   to   the   other   two   articles  discussed  in  this  section,  the  framework  of  Barki  &  Pinsonneault  (2001)  is  more   specific  and  aimed  at  brainstorming  groups  in  particular.    

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Based  on  the  three  studies  that  are  mentioned  above,  a  non-­‐exhaustive  list  of  relevant   precursors  of  effectiveness  in  interactive  brainstorming  groups  is  provided  in  Table  1.    

TABLE  1    

Overview  of  precursors  in  brainstorming  group  effectiveness  

Concept   Description   Reference  

Cognitive  stimulation     At  the  same  time  the  utterances  of  another  participant  

may  contain  task-­‐relevant  stimuli  that  elicit  ideas  in   oneself  which  otherwise  he  might  not  have  generated  (at   least  not  at  the  given  point)    

Lamm  &  Trommsdorf   (1973),  Pinsonneault   et  al.  (1999)  

Observational   learning  

Learning  from  and  imitating  best  performers,  with  the   goal  of  increasing  group  productivity  

Lamm  &  Trommsdorf   (1973),  Pinsonneault   et  al.  (1999)  

Social  recognition   Recognition  of  an  individuals’  contribution  by  others   Bond  (1982),  

Pinsonneault  et  al.   (1999)  

Motivation/arousal   Working  in  groups  stimulates  individuals  to  perform   better  

 

Lamm  &  Trommsdorf   (1973),  Pinsonneault   et  al.  (1999)  

Attention   An  individual’s  tendency  to  use  ideas  generated  and   spoken  by  another  member  of  the  brainstorming  group  

Brown  (1998),  Larey   &  Paulus  (1999)   Divergent  thinking   Members’  ability  to  look  for  new  and  innovative  ideas   Kasof  (1997),  Barki  &  

Pinsonneault  (2001),   Brown  (1998)   Production  blocking   Being  unable  to  verbalize  ideas  as  they  occur  because  of  

the  fact  that  only  one  person  can  speak  at  a  time.   Participant’s  may  forget  or  suppress  these  ideas  because   they  seem  less  relevant  or  less  original  at  a  later  time  

Diehl  &  Stroebe   (1987),  Pinsonneault   et  al.  (1999),  Brown   (1998)  

Evaluation   apprehension  

The  fear  of  negative  evaluations  from  other  group   members,  which  prevents  subjects  who  are  working  in   groups  from  presenting  their  more  original  ideas  

Diehl  &  Stroebe   (1987),  Pinsonneault   et  al.  (1999),  Lamm  &   Trommsdorf  (1973)   Free  riding   Members  might  intentionally  limit  their  efforts  and  

contributions  by  relying  on  others  to  generate  high   quality  ideas.  

Diehl  &  Stroebe   (1987),  Pinsonneault   et  al.  (1999),  Brown   (1998)  

 

Source:  author    

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avoided   instead   of   stimulated.   Regarding   this   last   concept,   free   riding,   Hunton   &   Gold   (2010)   found   participants   of   interactive   brainstorming   groups   to   adopt   effort-­‐ minimizing  strategies  during  the  preparation  stage.  They  suggest  that  participants  are   tacitly  assuming  that  other  team  members  are  working  diligently  to  prepare  for  group   interaction,  resulting  in  fewer  ideas  generated  as  negative  effect  on  the  outcome  of  these   brainstorming  groups.  Since  we  focus  on  the  quality  of  the  generated  ideas  instead  of  the   quantity,  it  will  be  interesting  to  see  how  levels  of  preparation  can  influence  idea  quality   in  interactive  brainstorming  groups.  Further,  although  motivation  is  mentioned  in  this   framework   as   a   precursor   of   brainstorming   group   effectiveness,   a   related   and   interesting   avenue   for   research   is   examining   the   willingness   to   participate   of   brainstorming  group  members.  This  is  a  concept  on  which  little  research  is  undertaken   up   to   now,   particularly   in   relation   to   brainstorming   groups.   The   importance   of   this   concept  in  the  context  is  this  study  is  expressed  in  a  statement  by  Bouchard  (1972),  who   notes  that  a  consequence  of  using  brainstorming  groups  is  that  they  depend  on  curiosity   or  willingness  to  help  as  a  source  of  motivation.    

 

When   it   comes   to   motivation,   Amabile   (1996)   states   that   task   motivation   can   be   considered  as  the  most  important  component  in  her  creativity  component  model,  as  it  is   stated  that  no  amount  of  skill  or  expertise  in  creative  thinking  can  compensate  for  a  lack   of  intrinsic  motivation  to  perform  that  activity.  From  this  statement  we  can  expect  the   willingness  to  participate  by  group  members  to  play  an  important  role  in  brainstorming   groups.  Now  that  we  have  introduced  the  concept  of  willingness  to  participate,  we  will   further   discuss   this   concept,   next   to   the   role   of   motivation   and   preparation   in   brainstorming  groups.  

 

2.4     The  role  of  motivation,  preparation,  and  willingness  to  participate  in   brainstorming  groups  

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that   an   intrinsic   motivational   orientation   is   a   key   element   in   creativity,   and   is   more   conducive  to  creativity  than  a  primarily  extrinsic  motivation  (Woodman,  1993;  Amabile,   1997).  

 

2.4.1     Motivation  in  brainstorming  groups  

In   the   three-­‐component   model   of   creativity   of   Amabile   (1996),   which   consists   of   expertise,  creativity  skills,  and  task  motivation,  the  latter  one  is  being  considered  as  the   most   important   component.   According   to   Amabile   (1997),   task   motivation   makes   the   difference  between  what  a  person  can  do  and  what  he  will  do.  It  determines  the  extent   to  which  he  will  fully  engage  his  expertise  and  creative  thinking  skills  in  the  service  of   creative  performance.  Further,  it  is  stated  that  to  some  extent  a  high  degree  of  intrinsic   motivation   can   even   make   up   for   a   deficiency   of   expertise   or   creative   thinking   skills.     For   participants   of   brainstorming   groups   this   would   mean   that,   even   when   there   is   a   lack   of   expertise   or   creative   thinking   skills,   being   very   motivated   might   compensate   these  shortcomings.  The  same  holds  the  other  way  around,  while  a  participant  may  have   a   high   level   of   expertise,   or   possesses   excellent   creative   thinking   skills,   if   he   or   she   is   simply  not  willing  to  fully  engage,  these  capabilities  tend  to  become  useless.  

   

Another   noticeable   fact   is   that,   according   to   Amabile   (1997),   the   strongest   and   most   direct  influence  of  the  environment  is  probably  on  motivation.  She  notes  that  a  person   starts  out  with  a  level  of  intrinsic  motivation  that  depends  on  his  or  her  basic  enjoyment   of  the  task,  but  that  this  can  be  influenced  by  even  momentary  alterations  in  the  work   environment.   For   instance,   reward   and   recognition   for   creative   ideas,   clearly   defined   project  goals,  or  constructive  feedback  on  the  task  can  be  seen  as  positive  influencers.      

2.4.2     Preparation  in  brainstorming  groups  

Another   perspective   on   the   importance   of   motivation   is   given   by   the   paper   of   Baer   &   Frese  (2003),  who  state  that  in  the  long  run,  a  high  degree  of  personal  initiative  in  the   workforce   leads   to   new   ideas,   smoother   production   and   service   processes,   better   implementation  of  innovations,  and  ultimately  to  better  performance.  Frese  et  al.  (1996)   relate   personal   initiative   to   whether   an   individual   is   taking   an   active   and   self-­‐starting   approach  to  work  and  going  beyond  what  is  formally  required  in  a  given  job.    

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In   the   context   of   brainstorming   groups,   being   well   prepared   can   be   seen   as   a   way   of   taking  an  active  and  self-­‐starting  approach.  Lumpkin  et  al.  (2004),  define  preparation  as   the   stocks   of   knowledge   that   an   entrepreneur   brings   to   the   process   of   opportunity   identification.   This   identification   of   opportunities   is   reflected   on   in   the   paper   of   Ko   &   Butler   (2007),   who   link   preparation   to   creativity.   In   their   paper,   it   is   stated   that   creativity   also   involves   connecting   the   dots,   sometimes   where   links   are   not   obvious.   They   further   state   that   inventions   and   innovations   do   not   just   spontaneously   happen.   Instead,  preparation  is  needed  in  order  to  be  creative.  The  authors  explain  preparation   in  the  sense  of  having  and  building  on  prior  knowledge  and  experiences,  being  alert  to   new   opportunities,   and   making   use   of   social   networks   to   get   information   about   technological   trends.   Further,   Harnad   (2006)   adds   to   this   that   preparation   does   not   guarantee   creativity,   since   nothing   guarantees   creativity.   However,   he   notes   that   preparation   is   the   only   way   to   maximize   the   probability   of   creativity,   and   quotes   the   famous  sentence  ‘’chance  favors  the  prepared  mind’’.    

 

Finally,   Isaksen   (1998)   emphasized   the   importance   of   preparation   specifically   in   the   context   of   brainstorming   groups.   He   notes   that   preparation   is   recommended   on   two   levels.  First,  the  type  of  problem  to  be  approached  has  to  be  clearly  stated  and  carefully   prepared.  Next,  the  participants  attending  the  brainstorming  session  have  to  be  oriented   in  advance  or  during  the  session.  

 

From  these  points  discussed  above  it  is  clear  that  motivation  and  preparation  can  play   an   important   role   in   creativity,   which   on   its   turn   plays   an   important   role   in   brainstorming  groups,  with  the  ultimate  goal  of  successful  innovation.    

 

2.4.3     Willingness  to  participate  

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knowledge  into  innovative  procedures,  services,  and  products.    From  the  findings  of  this   paper,   we   can   state   that   participation   is   a   relevant   concept   when   it   comes   to   the   effectiveness  brainstorming  groups.  

Finally,   even   more   specifically   related   to   our   concept,   Miller   et   al.   (1994)   conducted   a   study   about   antecedents   of   willingness   to   participate   in   a   planned   organizational   change.   They   state   that   employees’   willingness   to   participate   is   fundamental   to   the   success  of  any  planned  change,  and  note  that  all  organizations  to  some  extent  must  rely   on   the   voluntary   cooperation   of   members   to   affect   change.   Further,   they   note   that   if   their   willingness   to   participate   is   low,   planned   change   may   be   derailed   by   employees   delaying   the   implementation   of   instructions,   enacting   the   minimum   required   by   the   changes,  or  following  rules  which  are  counterproductive  to  the  intended  change.  

   

Miller   et   al.   (1994)   define   employees’   willingness   to   participate   as   their   intention   to   perform   their   duties   in   keeping   with   the   spirit   of   the   planned   change.   As   we   can   see   from  this  description  of  willingness  to  participate,  it  indicates  a  person’s  intention  prior   to  the  task,  or  in  this  case,  the  implementation  of  the  restructuring.  However,  as  we  have   learned   from   Amabile   (1997),   the   strongest   and   most   direct   influence   of   the   environment   is   probably   on   motivation.   For   instance,   in   brainstorming   groups,   this   could   mean   that   a   person’s   willingness   to   participate   prior   to   the   task   would   not   necessarily   be   at   the   same   level   during   the   task.   Miller   et   al.   (1994)   more   or   less   acknowledge   this   fact   by   saying   that   the   level   of   cooperation   among   employees   may   change   with   their   appraisal   to   the   outcomes   of   change.   They   conclude   this   by   stating   that   a   lack   of   intention   to   cooperate   prior   to   change   implementation   forecasts   an   ominous   sign   about   the   likelihood   of   the   venture’s   success,   but   if   most   employees   indicate  their  willingness  to  participate,  then  the  restructuring  at  least  has  a  chance  of   succeeding.  In  the  context  of  brainstorming  groups,  it  would  be  interesting  to  see  what   willingness  to  participate  could  mean  for  the  outcomes  of  these  groups,  in  terms  of  idea   quality.    

 

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examining  the  effect  of  preparation,  it  would  be  interesting  to  see  how  the  relationship   between  willingness  to  participate  by  group  members  and  idea  quality  as  an  outcome  in   brainstorming  groups  will  unfold.  

 

2.5  Summary  

This   chapter   defined   important   concepts   of   this   study.   The   main   topics   were   brainstorming,   idea   quality,   preparation   and   willingness   to   participate.   After   a   short   explanation  of  the  relevance  of  brainstorming,  the  existing  literature  about  this  topic  is   reviewed.  Several  forms  of  brainstorming  groups  are  introduced,  and  arguments  for  the   continued  use  of  interactive  brainstorming  groups  are  given,  despite  repeated  findings   that  these  groups  are  less  efficient.  Further,  we  argued  about  the  goal  of  brainstorming   groups.    

 

Hereafter,  what  is  known  about  idea  quality  is  discussed.  Different  definitions  and  ways   of  measuring  this  construct  are  presented  here.  After  explaining  how  we  will  look  at  idea   quality  in  this  study,  it  is  stated  that  we  will  only  take  the  quality  of  the  best  ideas  into   account.   Next,   precursors   of   effectiveness   in   brainstorming   groups   are   examined,   and   presented  in  Table  1.  Finally,  the  focus  turned  to  the  role  of  motivation  in  brainstorming   groups   and   in   particular   the   concepts   of   preparation   and   willingness   to   participate.     After   stressing   the   importance   of   motivation   and   preparation   in   creativity   and   brainstorming   groups,   we   reviewed   the   concept   of   willingness   to   participate   in   other   research  fields.  

 

The  goal  of  this  section  was  providing  a  foundation  for  later  parts  of  this  study,  by  giving   insights  into  existing  literature  and  explaining  relevant  concepts.  To  summarize,  these   different  concepts  and  their  definition  are  presented  in  Table  2  below.  

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TABLE  2    

Overview  of  relevant  concepts  and  definitions  

Concept   Description   Reference  

Brainstorming   Brainstorming  is  an  idea  generation  tool  and  is  designed  to   remove  a  natural  tendency  that  people  have  to  be  selective   in  the  expression  of  their  ideas  and  to  maximize  one’s   creative  productivity  

 

Rietzschel  (2005),   Rickards  (1999),   Rietzschel  et  al.   (2010)  

Idea  quality   The  quality  of  an  idea  is  reflected  by  a  combination  of  its   originality,  feasibility,  and  effectiveness  

Rietzschel  et  al.   (2010),  Barki  &   Pinsonneault,   (2001),  Dean  et  al.   (2006)  

Originality   The  degree  to  which  the  idea  is  not  only  rare  but  is  also   ingenious,  imaginative,  or  surprising  

Dean  et  al.  (2006),   Rietzschel  (2005),   Rietzschel  et  al.   (2010)  

Feasibility   The  extent  to  which  the  idea  precise  and  the  ease  with   which  it  can  be  implemented  

Diehl  &  Stroebe   (1987),  Dean  et  al.   (2006)  

Effectiveness   The  degree  to  which  the  idea  will  solve  the  problem   Dean  et  al.  (2006),   Barki  &  

Pinsonneault,  (2001)   Preparation   The  stocks  of  knowledge  that  an  entrepreneur  brings  to  the  

process  of  opportunity  identification  

Lumpkin  et  al.   (2004),  Corbett   (2005)  

Willingness  to   participate  

Employees’  willingness  to  participate  indicates  their   intention  to  perform  duties  in  keeping  with  the  spirit  of  the   planned  change  

 

Willingness  to  participate  in  collective  action  `is  the   expression  of  the  individual’s  identification  with,  and   commitment  to,  the  group’  

Miller  et  al.  (1994)    

   

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3. Conceptual  model  

In  this  study,  the  effect  of  preparation  and  willingness  to  participate  on  idea  quality  in   interactive   brainstorming   groups   is   examined.   This   chapter   serves   to   present   a   conceptual   model,   which   visually   represents   the   assumed   relationships   between   the   constructs  in  this  study.  Subsequently,  these  relationships  are  tested,  and  the  results  will   be  presented  in  the  results  section.  

 

3.1     Willingness  to  participate  

As   we   have   seen   from   Amabile   (1997),   task   motivation   makes   the   difference   between   what  a  person  can  do  and  what  he  will  do.  It  determines  the  way  in  which  a  person  will   use   his   or   her   skills   in   the   service   of   creative   performance,   which   may   well   be   a   brainstorming  session.  Further,  De  Dreu  &  West  (2001),  who  study  team  innovation  and   the  importance  of  participation  in  decision  making,  found  that  participation  stimulates   the  exchange  and  integration  of  information,  and  facilitates  team  members’  commitment   to   team   decisions.   Furthermore,   they   note   that   participation   generates   the   social   support  needed  for  new  ideas  to  be  pursued  and  implemented.  Especially  this  last  point   is  critical  for  brainstorming  groups,  as  their  goal  is  to  generate  a  number  of  high  quality   ideas  that  will  eventually  have  a  chance  of  being  implemented.    

 

In  the  context  of  their  study,  Miller  et  al.  (1994)  described  that  employees’  willingness  to   participate  indicates  their  intention  to  perform  their  duties  in  keeping  with  the  spirit  of   the  planned  change.  For  these  reasons  mentioned  above,  we  expect  that  if  participants   of  brainstorming  groups  indicate  they  have  positive  intentions  to  perform  their  duties,   or  in  other  words  that  their  willingness  to  participate  is  high,  it  has  a  positive  effect  on   the   outcome   of   these   brainstorming   sessions.   Therefore,   we   propose   the   following   hypothesis:  

 

H1:   willingness   to   participate   is   positively   related   to   idea   quality   in   brainstorming   groups.  

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3.2     Preparation  

As  mentioned  in  the  previous  section,  Lumpkin  et  al.  (2004),  define  preparation  as  the   stocks   of   knowledge   that   an   entrepreneur   brings   to   the   process   of   opportunity   identification.  This  is  in  line  with  Ko  &  Butler  (2007),  from  which  we  stated  three  ways   of   preparation   that   help   identifying   these   opportunities.   They   further   state   that   inventions   and   innovations   do   not   just   spontaneously   happen.   Instead,   preparation   is   needed   in   order   to   be   creative.   Finally,   in   summarizing   some   of   Osborn’s   (1963)   guidelines   in   his   review   of   brainstorming   research,   Isaksen   (1998)   emphasized   the   importance   of   preparation   specifically   in   the   context   of   brainstorming   groups   to   encourage   ideation.   On   the   basis   of   this,   we   expect   higher   levels   of   preparation   in   brainstorming   groups   to   be   positively   related   to   idea   quality.   Therefore,   the   following   hypothesis  is  proposed:    

 

H2:  higher  levels  of  preparation  are  positively  related  to  idea  quality  in  brainstorming   groups.  

 

3.3     Conceptual  model    

To  conclude,  figure  1  below  visually  represents  the  assumed  relationships  between  the   variables  in  this  study.  The  research  design  for  testing  these  variables  for  testing  these   relationships   is   set   out   in   the   method   section,   while   the   results   section   present   the   outcomes  of  the  tests.  

 

FIGURE  1   Conceptual  model  

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4. Method  

The   goal   of   this   chapter   is   to   explain   the   methodological   issues   of   this   study.   First,   an   overview   of   the   research   design   is   given.   Further,   methods   of   data   collection   are   presented   in   more   detail.   Next,   an   overview   of   the   different   variables   and   their   measurements   is   given.   Thereafter,   the   data   analysis   process   is   being   discussed,   and   more  information  about  the  sample  selection  is  provided.  Finally,  the  validity,  reliability,   and  generalizability  issues  of  this  study  are  being  discussed.  

 

4.1     Research  design  

The   main   point   of   interest   of   this   study   is   to   test   the   effect   of   preparation   and   willingness  to  participate  on  idea  quality  in  interactive  brainstorming  groups.  In  order   to   provide   an   answer   to   our   main   research   question,   desk   research   as   well   as   field   research   has   been   conducted.   At   first,   a   literature   review   was   performed   and   used   to   present  the  relevant  concepts  that  can  be  found  in  the  theoretical  background  section.   Next,  in  order  to  collect  the  data  for  this  study,  several  brainstorming  groups  organized   by  companies  were  visited.  These  sessions  were  observed,  and  the  participants  as  well   as   the   facilitator   filled   in   a   questionnaire.   The   outcomes   of   these   observations   and   questionnaires  are  used  to  test  the  hypotheses  formulated  in  the  previous  section  and   help  answering  the  main  research  question.    

 

4.2     Data  collection  

As   Adams   et   al.   (2007)   note,   surveys,   or   questionnaires,   are   perhaps   the   most   widely   used  method  of  data  collection  in  business  and  management  research.  An  advantage  of   using   a   questionnaire,   according   to   Zikmund   et   al.   (2012),   is   that   it   provides   a   quick,   inexpensive,  efficient,  and  accurate  means  of  assessing  information  about  a  population.   However,   Adams   et   al.   (2007)   also   note   that   if   the   survey   is   not   well   designed   and   formulated,  then  you  may  well  face  the  criticism  of  ‘garbage  in,  garbage  out’  when  you   analyze  and  report  on  your  research.    

 

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