• No results found

The  effect  of  external  practices  on  triple  bottom  line   performance:  considering  the  role  of  internal  practices

N/A
N/A
Protected

Academic year: 2021

Share "The  effect  of  external  practices  on  triple  bottom  line   performance:  considering  the  role  of  internal  practices"

Copied!
27
0
0

Bezig met laden.... (Bekijk nu de volledige tekst)

Hele tekst

(1)

The  effect  of  external  practices  on  triple  bottom  line  

performance:  considering  the  role  of  internal  practices  

 

Master  Thesis  Supply  Chain  Management  

University  of  Groningen,  Faculty  of  Economics  and  Business  

 

June  20,  2016  

 

 

 

T.T.  van  Leeuwen  

Student  number:  1907700    

e-­‐mail:  t.van.leeuwen.1@student.rug.nl  

 

Supervisor/  University  of  Groningen  

Xuan  Zhang  

Co-­‐assessor/  university  

J.  Drupsteen  

 

Acknowledgments:  Firstly,  I  want  to  thank  Christina  Sancha  Fernandez  for  being  my  

supervisor  for  the  first  5  months  of  the  research.  Secondly,  I  would  like  to  thank  Xuan  Zhang   for  taking  over  as  first  supervisor  on  such  short  notice  and  helping  me  with  problems  that  I   faced  until  the  deadline.  Thirdly,  I  want  to  thank  Justin  Drupsteen  for  giving  me  additional  

(2)

The  effect  of  external  practices  on  triple  bottom  line  

performance:  considering  the  role  of  internal  practices  

 

 

ABSTRACT    

This   master   thesis   focuses   on   how   external   practices   affect   triple   bottom   line   (TBL)   performance   while   considering   the   role   of   internal   practices.   The   TBL   concept   considers   environmental,   economic   and   social   sustainability   performance.   This   master   thesis   uses   sustainable   supply   chain   management   (SSCM)   theory   to   develop   its   hypothesis.   Survey   research   was   selected   as   the   research   method.   The   findings   of   the   paper   illustrate   that   external   practices   do   not   improve   TBL   performance.   External   practices   do   positively   influence  internal  practices,  and  internal  practices  significantly  improve  environmental  and   social   performance,   however   they   do   not   improve   economic   performance.   This   master   thesis   contributes   to   the   literature   by   increasing   the   knowledge   on   SSCM;   furthermore   it   includes  the  relatively  new  social  dimension  of  the  TBL.  It  explains  how  external  practices   indirectly  improve  TBL  performance  by  positively  influencing  internal  practices.  This  master   thesis   encourages   managers   to   implement   external   and   internal   practices   in   order   to  

improve  sustainability  performance.    

(3)

TABLE  OF  CONTENTS  

 

TABLE  OF  CONTENTS  ...  3  

1.  INTRODUCTION  ...  4  

2.  THEORETICAL  BACKGROUND  ...  6  

2.1  External  practices  ...  6  

2.2  The  relationship  between  external  practices  and  internal  practices  ...  8  

2.3  Internal  practices:  ...  8   3.    METHODOLOGY  ...  11   3.1  Survey  Design  ...  11   3.2  Data  collection  ...  11   3.3  Factor  analysis  ...  13   4.      RESULTS  ...  16   5.    DISCUSSION  ...  19  

5.1  External  practices  and  TBL  performance  ...  19  

5.2  Internal  practices  and  TBL  performance  ...  19  

5.3  External  practices  influencing  internal  practices  ...  20  

6.    CONCLUSION  ...  21  

6.1  Theoretical  implications  ...  21  

6.2  Managerial  implications  ...  21  

6.3  Limitations  and  future  research  ...  22  

7.  REFERENCES  ...  23  

(Aldi  Nederland,  2016)  ...  23  

Appendix  A:  ...  26    

(4)

1. INTRODUCTION    

Sustainability  is  a  well  known  topic  in  the  business  world  and  has  recently  started  to  appear   in   the   operations   and   supply   chain   management   literature   (Gimenez   &   Tachizawa,   2012).   Sustainability  performance  is  often  expressed  in  the  triple  bottom  line(TBL),  which  embraces   environmental,  economic  and  social  performance(De  Giovanni,  2012).  A  key  challenge  lies  in   extending   sustainability   to   suppliers,   in   so   doing   buying   firms   need   to   implement   supplier   development  (external)  practices  such  as  assessment  and  collaboration  to  ensure  that  their   suppliers   are   sustainable(Sancha,   Gimenez,   &   Sierra,   2016).   However,   the   effectiveness   of   these   external   practices   on   the   TBL   performance   of   the   buyer   firm   is   still   unclear.   For   example,  Aldi  claims  on  their  website  to  incorporate  external  practices  by  auditing  suppliers,   using   a   periodic   Business   Social   Compliance   Checklist   (BSCI)   and   that   it   collaborates   with   suppliers   by   implementing   training   programs   in   order   to   improve   the   working   conditions   (Aldi   Nederland,   2016).   However   quite   recently   (December   2015)   Aldi   got   caught   up   in   a   child   labor   scandal   in   Thailand   with   one   of   its   seafood   suppliers   (Danckert,   Sarah,   2015).   Even  though  Aldi  did  not  receive  any  fines,  it  did  damage  their  brand  image  and  reputation.   This   example   illustrates   that   companies   implementing   external   practices   are   not   always   successful  in  extending  sustainability  to  suppliers,  and  that  it  is  therefore  important  to  find   out  what  are  the  causes  for  this  problem.  This  research  paper  will  be  further  investigating   this  problem.    

Internal   practices   are   implemented   in   order   to   gain   sustainability   performance   within   a   firm’s   boundaries(Gimenez,   Sierra,   &   Rodon,   2012).   Internal   practices   are   concerned   with   internal  environmental  and  internal  socially-­‐orientated  programs(Gimenez  et  al.,  2012).The   effect   of   internal   practices   on   buyer   firm   sustainability   performance   has   been   extensively   discussed  (De  Giovanni,  2012;  Gimenez  et  al.,  2012;  Golicic  &  Smith,  2013;  Luzzini,  Brandon-­‐ Jones,   Brandon-­‐Jones,   &   Spina,   2015;   Pullman,   Maloni,   &   Carter,   2009;   Rao   &   Holt,   2005;   Rao,   2002;   Q   Zhu,   Sarkis,   &   Geng,   2005;   Qinghua   Zhu   &   Sarkis,   2004).   Most   of   the   researchers   that   studied   internal   practices   found   a   positive   and   significant   relationship   between  internal  practices  and  environmental  performance(De  Giovanni,  2012;  Gimenez  et   al.,  2012;  Pullman  et  al.,  2009;  Rao,  2002;  Q  Zhu  et  al.,  2005;  Qinghua  Zhu  &  Sarkis,  2004).   Furthermore   most   research   also   finds   a   positive   and   significant   relationship   between   internal   practices   and   economic   performance(De   Giovanni,   2012;   Gimenez   et   al.,   2012;   Golicic   &   Smith,   2013;   Rao   &   Holt,   2005;   Qinghua   Zhu   &   Sarkis,   2004).Moreover   most   research   also   found   a   positive   and   significant   relationship   between   internal   practices   and   social   performance(De   Giovanni,   2012;   Gimenez   et   al.,   2012).   This   indicates   that   the   relationship   between   internal   practices   and   TBL   performance   is   well   established   in   the   literature   and   that   most   studies   confirm   a   positive   effect   of   internal   practices   on   TBL   performance.    

(5)

Kazeminia,  2015;  Luzzini  et  al.,  2015;  Rao  &  Holt,  2005;  Richey,  Roath,  Whipple,  &  Fawcett,   2010;  Sancha  et  al.,  2016).  However  in  contradiction  to  the  literature  on  internal  practices,   the  literature  on  external  practices  shows  mixed  results.  While  there  are  some  papers  that   show   that   external   practices   improve   environmental   performance   (De   Giovanni,   2012;   Gimenez   et   al.,   2012;   Luzzini   et   al.,   2015;   Q   Zhu   et   al.,   2005)   economic   performance(Gimenez  et  al.,  2012;  Golicic  &  Smith,  2013;  Luzzini  et  al.,  2015;  Rao  &  Holt,   2005;  Q  Zhu  et  al.,  2005)  and  social  performance  (De  Giovanni,  2012;  Gimenez  et  al.,  2012;   Kazeminia,  2015;  Sancha  et  al.,  2016);  others  have  found  negative  results  for  the  relationship   between   external   practices   and   TBL   performance.   For   instance,   de   Giovanni   (2012)   found   that   external   practices   do   not   directly   improve   economic   sustainability   performance.   Furthermore,  the  research  of  Gimenez  et  al.,  (2012),  illustrated  that  not  all  external  practices   significantly   contribute   to   TBL   performance,   as   supplier   assessment   was   found   to   not   significantly  impact  the  TBL.  These  literature  examples  indicate  that  there  are  mixed  results   between  the  relationship  of  external  practices  and  TBL  performance.  The  question  is  how  to   best  explain  these  mixed  results.  The  research  of  Q  Zhu,  Sarkis,  &  Lai,  (2012),  has  shown  that   internal   practices   mediate   the   relationship   between   external   practices   and   environmental   and   economic   performance   outcomes.   Therefore   it   can   be   argued   that   internal   practices   have   an   effect   on   the   relationship   between   external   practices   and   TBL   performance.   This   indicates  that  internal  practices  could  clarify  the  mixed  results  of  external  practices  on  TBL   performance.   Previous   research   has   not   investigated   this   relationship.   Therefore   this   research  will  investigate  the  relationship  between  external  practices  and  TBL  performance   by  considering  the  role  of  internal  practices.  Logically  the  research  question  will  be:    

“How   do   external   practices   effect   on   TBL   performance   by   considering   the   role   of   internal   practices?”  

To   answer   this   research   question   survey   research   will   be   used.   In   this   research,   the   sustainability   of   companies   in   the   Netherlands   will   be   investigated.   This   research   will   contribute   to   the   theory   because   it   extends   the   knowledge   on   sustainable   supply   chain   management.  Furthermore,  it  will  contribute  to  the  literature  by  investigating  the  entire  TBL,   which   includes   the   relatively   unstudied   social   dimension   of   TBL   performance.   The   contribution  for  practitioners  will  be  that  they  will  get  more  insight  in  which  practices  are   needed  in  order  to  improve  the  TBL  performance.  

(6)

2.  THEORETICAL  BACKGROUND    

Sustainable  supply  chain  management  (SSCM)  is  “a  firm’s  plans  and  activities  that  integrate   environmental  and  social  issues  into  SCM  in  order  to  improve  its  environmental  and  social   performance   and   that   of   its   suppliers   and   customers   without   compromising   its   economic   performance”(De  Ron,  1998;  Gimenez  et  al.,  2012;  Pagell  &  Gobeli,  2009;  Seuring  &  Müller,   2008).   SSCM   contributes   to   the   development   of   unique   resources   and   capabilities   which   could   create   a   competitive   advantage(Wolf,   2014).   It   is   important   for   organizations   who   incorporate  SSCM  to  recognize  social  and  environmental  efforts  and  link  these  efforts  to  the   organization’s   strategy   so   that   the   social,   environmental   and   economic   goals   are   aligned(Craig   &   Dale,   2008).   The   social,   environmental   and   economic   dimensions   are   the   three  sustainability  performance  dimensions  which  are  included  in  the  TBL.  The  main  idea   behind  the  TBL  is  that  companies  should  measure  their  sustainability  performance  not  only   with   the   environmental   and   economic   dimensions   of   sustainability,   but   also   consider   the   social  dimension(Markley  &  Davis,  2007).    

Throughout   the   literature   the   SSCM   practices   are   divided   into   two   categories,   namely   the   internally   focused   and   externally   focused   sustainability   practices.   The   empirical   evidence   indicates   that   there   is   a   need   for   companies   to   coordinate   between   external   and   internal   practices   to   realize   the   best   sustainability   performance(Q   Zhu,   Sarkis,   &   Lai,   2012).   Therefore,   this   master   thesis   will   focus   on   the   role   played   by   internal   practices   on   the   relationship   between   external   practices   and   TBL   performance.   In   the   first   paragraph   the   relationship   between   external   practices   and   TBL   performance   will   be   discussed,   in   the   second  paragraph  the  relationship  between  external  and  internal  practices  will  be  discussed,   in  the  third  paragraph  the  relationship  between  internal  practices  and  TBL  performance  will   be   discussed.   The   theoretical   background   will   finalize   with   the   conceptual   model   and   an   explanation  of  the  research  direction  of  this  master  thesis.    

2.1  External  practices    

(7)

According   to   the   literature,   extending   sustainability   to   suppliers   can   be   achieved   by   using   assessment  and  collaboration,  where  assessment  entails  evaluating  the  supplier  (Gimenez  et   al.,  2012;  Govindan,  Khodaverdi,  &  Jafarian,  2013;  Klassen  &  Vachon,  2009).  Collaboration   with  suppliers  is  focused  upon  the  cooperation  between  a  buyer  and  a  supplier  and  aims  to   jointly   achieve   performance   improvements   (Sancha   et   al.,   2016).   Supplier   collaboration   encompasses   activities   such   as   site   visits,   training   and   education   of   suppliers’   personnel,   personnel  exchange,  technical  assistance  and  undertaking  joint  applied  research(Klassen  &   Vachon,   2009;   Sancha   et   al.,   2016).   Supplier   evaluation   encompasses   identifying   and   prioritizing   opportunities   for   improving   their   sustainability   performances(Govindan   et   al.,   2013),  the  evaluation  of  suppliers’  sustainability  performance(Sancha  et  al.,  2016)  and  any   other  activity  related  with  evaluating  suppliers(Gimenez  &  Tachizawa,  2012).    

(8)

consequently  improves  the  social  performance  of  the  buying  firm(Kazeminia,  2015;  Sancha   et  al.,  2016).  Consequently,  this  leads  to  the  following  hypotheses:    

H1A:    External  practices  positively  influence  environmental  performance   H1B:    External  practices  positively  influence  economic  performance   H1C:  External  practices  positively  influence  social  performance  

2.2  The  relationship  between  external  practices  and  internal  practices      

The  previous  section  discussed  the  relationship  between  external  and  TBL  performance.  This   section  discusses  the  relationship  of  external  practices  with  internal  practices.  Research  has   found  that  there  is  a  relationship  between  external  practices  and  internal  practices(S.-­‐Y.  Lee,   2015;   Q   Zhu   et   al.,   2012).   Research   has   found   that   external   practices   impact   internal   practices,   as   the   supply   chain’s   awareness   and   its   efforts   to   improve   its   environmental   performance  are  mainly  induced  by  buyers’  activities  such  as  monitoring  and  supporting  the   supplier(S.-­‐Y.   Lee,   2015).   Furthermore,   external   practices   facilitate   in   the   adoption   of   internal   practices   with   the   purpose   of   improving   supply   chain   wide   environmental   performance(Vachon,   2007;   Q   Zhu   et   al.,   2012).Moreover,   research   of   Rao   &   Holt   (2005),   indicates   that   reducing   suppliers   pollution   is   a   key   practice   in   their   pollution   prevention   efforts.   This   means   that   for   example,   the   external   practice   “making   joint   efforts   with   suppliers   to   improve   our   sustainability   performance”   (Qinghua   Zhu   &   Sarkis,   2004)   would   benefit   the   internal   practice   “our   company   has   pollution   emission   reduction   programs”(Qinghua   Zhu   &   Sarkis,   2004).   Furthermore,   implementing   external   practices   could  lead  to  a  higher  commitment  to  sustainability,  making  it  a  competitive  priority  of  the   company   and   thereby   positively   influencing   internal   practices(Luzzini   et   al.,   2015).   These   examples   illustrate   that   external   practices   have   a   positive   relationship   with   internal   practices.  Consequently,  this  leads  to  the  following  hypothesis:  

H2:  External  practices  positively  influence  internal  practices   2.3  Internal  practices:    

Where   external   practices   are   aimed   at   assessment   and   collaboration   with   supply   chain   partners   in   order   to   improve   TBL   performance,   internal   practices   are   practices   that   are   aimed   at   improving   the   internal   processes   in   order   to   improve   TBL   performance(De   Giovanni,   2012;   Gimenez   et   al.,   2012).   Gimenez   et   al.,   (2012),   define   internal   practices   as   practices   that   are   concerned   with   internal   environmental   programs   such   as   energy/waste/pollution  reduction  programs  and  internal  socially-­‐oriented  programs  such  as   formal   occupational   health   and   safety   management   systems   aimed   at   improving   TBL   performance.  This  definition  will  be  used  throughout  this  thesis.    

(9)

increase  the  environmental  performance  in  terms  of  reduced  waste  (Pullman  et  al.,  2009)  or   reduced   waste   and   other   pollutants   (Qinghua   Zhu   &   Sarkis,   2004).   Furthermore,   research   has   found   that   Internal   practices   positively   influence   economic   performance   by   improving   economic   performance   via   indirect   effects,   as   internal   practices   improve   economic   performance  in  the  long  term  through  environmental  and  social  performance(De  Giovanni,   2012;  Rao  &  Holt,  2005).  This  is  illustrated  by  companies  that  green  their  production  in  terms   of  minimization  of  pollution  and  recycling,  which  leads  to  savings  in  materials  and  recourses,   that  in  turn  leads  to  improved  competitiveness  and  economic  performance(Gimenez  et  al.,   2012;   Rao   &   Holt,   2005).   Moreover   research   has   found   that   internal   practices   positively   influence   social   performance   by     for   instance   the   adoption   of   a   new   internal   production   process  that  causes  less  pollution(Gimenez  et  al.,  2012).  A  reduction  in  pollution  leads  to  the   improvement   of   the   working   conditions   of   the   plant   employees   and   it   improves   the   community’s  quality  of  life(Gimenez  et  al.,  2012).  Consequently,  the  social  reputation  of  the   factory  is  improved  which,  in  turn,    increases  the  social  performance  of  the  plant(Gimenez  et   al.,  2012).  Another  example  would  be  firms  that  involve  the  community  in  certain  internal   socially-­‐oriented  programs  such  as  the  recycling  of  end  of  life  products,  this  means  a  positive   contribution   to   society   and   an   improvement   of   social   reputation(De   Giovanni,   2012).   Consequently,  this  leads  to  the  following  hypotheses:    

(10)

FIGURE  1        Conceptual  model  

 

TBL  performance External  practices Internal  practices

H1

H3

H2  

   

The  conceptual  model  shown  in  figure  1  and  the  previous  sections  indicate  that  there  are   relationships  between  external  practices  and  TBL  performance,  external  practices  and   internal  practices  and  internal  practices  and  TBL  performance.  These  relationships  indicate   that  a  internal  practices  could  serve  as  a  mediator,  and  if  these  relationships  hold  (are   significant),  mediation  would  be  possible(Baron  &  Kenny,  1986).      

In   the   literature,   it   has   been   found   that   internal   practices   significantly   mediate   the   relationship  between  external  practices  and  environmental  performance(Q  Zhu  et  al.,  2012).   For  example,  the  internal  environmental  management  (in  this  research  called:  Management   on   reduction   and   recycling   programs,   see   appendix   A)   completely   mediates   the   external   practice  customer  cooperation  (in  this  research  called:  Making  joint  efforts  with  the  supplier   to  improve  sustainability  performance,  see  appendix  A)(Q  Zhu  et  al.,  2012).Moreover  in  the   literature   it   has   been   found   that   internal   practices   mediate   the   relationship   between   external  practices  and  economic  performance,  this  is  shown  in  the  research  of  Q  zhu  et  al.,   (2012)   where   the   relationship   between   green   purchasing,   which   is   an   external   practice   is   mediated  by  the  internal  financial  policies,  which  is  an  internal  practice(Q  Zhu  et  al.,  2012).   Finally,  internal  practices  also  mediate  the  relationship  between  external  practices  and  social   performance,  as  firms  that  have  implemented  internal  social  practices  will  achieve  a  higher   social  performance(Sancha  et  al.,  2016).  Therefore,  it  is  evident  that  internal  practices  could   serve   as   a   mediator   to   external   practices   and   TBL   performance.   This   will   be   further   elaborated  upon  in  sections  4  and  5  of  this  research  paper.  

(11)

3.    METHODOLOGY    

In  this  section  the  research  methodology  will  be  discussed  which  includes  the  survey  design,   data  collection  and  the  factor  analysis.  

3.1  Survey  Design    

 

The  measures  used  were  derived  or  adapted  from  the  SCM  literature.  Using  previous  work   of   Krause   et   al.,   (2000)   and   Large   &   Gimenez   Thomsen   (2011),   which   focused   on   green   supplier   assessment   of   suppliers   and     green   collaboration   with   suppliers,   6   measurement   items  for  evaluating  external  practices  are  introduced  (see  details  in  table  3).  Furthermore,   using  previous  work  of  Gimenez  et.al.,  (2012),  which  focused  on  internal  practices  such  as   environmental  &  social  action  programmes  10  measurement  items  for  internal  practices  are   introduced   (see   details   in   table   3).   The   measurement   items,   organized   in   a   survey   questionnaire   for   measuring   both   external   and   internal   practices,   were   designed   for   response  using  a  five-­‐point  likert  scale  based  on  the  level  of  implementation  of  the  practices   in  the  company,  i.e.  1=  None;  5=high.    

The   items   for   evaluating   economic,   environmental   and   social   performance   were   adopted   from  two  previous  studies.  Using  previous  work  from  Zhu  &  Sarkis  (2004),  which  focused  on   the   sustainability   performance   of   early   adopters   of   green   supply   chain   management   practices   in   China,   7   measurement   items   for   economic   and   5   measurement   items   for   environmental   performance   were   adapted.   Furthermore,   using   previous   work   of   Sancha   et.al.,   (2016),   which   focused   on   the   social   performance   of   the   buyer   and   supplier   firm,     5   measurement   items   for   social   performance   were   adapted   (see   details   in   table   3).   These   items   were   operationalised   in   the   survey   questionnaire   to   evaluate   their   plant’s   performance   compared   to   their   main   competitors   using   a   5   point   scale   (1=far   worse;   3=similar;  5=far  better)  

3.2  Data  collection  

(12)

During  a  seven  week  period  between  the  4th  of  April  and  20th  of  May  a  total  of  515  firms  

located  in  the  Netherlands,  retrieved  from  the  NACE  code  lists,  were  contacted  by  phone.  A   total   of   350   firms   agreed   to   participate   and   fill   in   the   survey.   Finally,   98   out   of   350   firms   provided   unique   and   usable   manufacturing   enterprise   respondents.   The   key   informants   responding  to  this  survey  had  to  be  a  plant  manager  or  someone  with  similar  experience  and   knowledge  of  the  companies  practices.  Targeting  respondents  at  this  organizational  level  is   supported   by   other   research   such   as   from   Lai,   Cheng,   &   Yeung   (2005),   who   state   that   managers  at  the  mid-­‐level  management  such  as  a  supply  chain  manager  or  purchaser  will   have   the   necessary   knowledge   to   answer   questions   about   internal   and   external   practices   (for  more  detail  on  the  company  positions  of  the  respondents  see  table  2).  

In  order  to  see  whether  a  difference  in  respondent’s  reaction  time  affected  the  research   results  an  independent  sample  t-­‐test  was  carried  out.  Respondents  were  marked  as  “early”   when  they  filled  in  the  survey  before  the  first  reminder.  Respondents  were  market  as  “late”   when  they  filled  in  the  survey  after  the  first  reminder.  In  total  there  were  64  early  

respondents  and  34  late  respondents.  In  the  independent  t-­‐test,  the  Levene’s  test  for  

equality  showed  that  there  is  no  significant  relationship  between  early,  late  respondents  and   the  research  results.  

TABLE  2   Sample  description     Position      N    %           CEO     3      3.1%  

Supply  Chain  Manager     20   21.7%  

Plant  Manager     12          13%  

Manager  of  Operations  Department     37    37.8%  

Manager  of  Environmental  Department     6        6.1%  

Purchaser              6        6.1%   Other     8        8.2%   Anonymous     6        6.1%   Total       98        100%     Industry          

Textile  Mill  products  

Leather  and  leather  products  

Electronic  and  electrical  equipment  components   Apparel  and  other  similar  finished  products   Chemicals  and  allied  products  

(13)

Machinery  manufacturers   Car  Manufacturers  

Food  industry  and  beverages   Paper  manufacturers  

Other   Anonymous   Total    

Number  of  employees     Between  1  and  10   Between  11  and  50   Between  50  and  100   Between  101  and  500   More  than  500   Anonymous   Total     12   2   15   4   3   6   98         1   2   20   55   14   6   98      12.2%              2%    15.3%        4.1%        3.1%        6.1%        100%                    1%              2%   20.4%   56.1%   14.3%        6.1%      100%             3.3  Factor  analysis    

In  order  to  explore  the  number  of  constructs  underlying  a  set  of  items  two  exploratory  factor   analyses  (EFA)  were  conducted.  The  factors  were  extracted  using  the  maximum  likelihood   method,   followed   by   a   varimax   rotation.   Both   the   screeplot   and   the   initial   eigenvalue   (eigenvalue  >1.0)  test  suggested  two  and  three  meaningful  factors  for  external  and  internal   practices  and  performance,  respectively.  These  factor  analyses  implied  grouping  the  internal   and   external   practices   into   two   factors   as   anticipated.   A   similar   factor   analysis   was   conducted  for  the  performance  items,  which  had  three  factors.  We  identify  one  factor  for   internal   practices,   one   factor   for   external   practices   and   three   factors   for   the   performance   (economic,  environmental  and  social  performance  respectively).    

(14)

Olkin(KMO)   values   of   0.82   for   internal   practices   and   external   practices   and   0.77   for   environmental,  economic  and  social  performance,  the  KMO  meets  the  requirements  (KMO   should  be  at  least  0.50)    explained  by  Dziuban  &  Shirkey,  (1974).  

Discriminant  validity  was  evaluated  by  exploring  the  factor  correlation  matrix.  Correlations   greater  than  0,70  between  factors  are  usually  considered  problematic,  this  is  not  evident  in   this   research   (see   table   4).   Furthermore,   the   squared   correlations   between   two   latent   constructs  were  compared  to  their  AVE  estimates  (Fornell  &  Larcker,  1981).  Comparing  the   correlation  coefficients  given  in  table  4  with  the  AVE  values  given  in  table  3,  confirms  that   not   one   of   the   squared   correlations   is   higher   than   the   AVE   for   each   individual   construct.   Because  of  that  comparison,  discriminant  validity  can  be  guaranteed.  

Further   reliability   analysis   test   confirmed   the   reliability   of   these   5   factors   with   Cronbach’s   alphas   of   0,945(External   Practices)   and   0,843(Internal   practices)   0,827(environmental   performance)  0,914(economic  performance),  0,886  (social  performance).  All  Cronbach  alpha   values   are   well   above   the   threshold   value   of   0.70   for   item   reliability   to   establish   internal   consistency  and  validity  of  latent  constructs  (Nunnally  &  Thurstone,  1975).    

TABLE  3:  Rotated  factor  matrixa  on  the  measurement  items  for  evaluating  TBL  performance.  

    Survey  Item   Factor             1    2    3    4    5   External  practices    α  =  0.945    

We  assess  our  supplier’s  sustainability  performance  through   formal  evaluation,  using  established  guidelines  and  procedure.  

    0.799  

   

     

We  perform  sustainability  audits  for  our  suppliers’    

internal  management  systems   0.913          

We  provide  our  suppliers  with  feedback  about  the     results  of  the  sustainability  evaluation  

0.912          

We  provide  training  related  to  sustainability  practices    

to  our  suppliers.   0.860          

We  visit  our  suppliers’  premises  (e.g.,  factories)  to  help  them   improve  their  sustainability  performance  

We  make  joint  efforts  with  our  supplier  to  improve  our     sustainability  Performance   0.879     0.911                 Internal  practices  α  =  0.843  

Our  company  is  environmentally  certified(e.g.  :  EMAS  or  ISO   14001)  

      0.593  

     

Our  company  is  socially  certified  (e.g.  :  SA  8000  or  OHSAS   18000)  

  0.562        

Our  company  has  energy  consumption  reduction  programs     0.842         Our  company  has  water  consumption  reduction  programs     0.814         Our  company  has  pollution  emission  reduction  programs     0.827        

Our  company  has  waste  recycling  programs     0.711        

(15)

management  systems  

Our  company  has  work-­‐life  balance  policies   Our  company  supports  employees’  quality  of  life    

Economic  performance  α  =  0.914   Growth  in  Sales  

Return  on  sales  

Growth  in  return  on  sales   Growth  in  profit  

Growth  in  market  share   Return  on  investment   Growth  in  ROI  

 

Environmental  performance  α  =  0.827   Reduction  of  air  Emissions  

Reduction  of  waste  water   Reduction  of  solid  wastes  

Decrease  of  consumption  for  hazardous/harmful/toxic                                                             materials  

 

Social  performance    α  =  0.886  

Safety  and  labor  conditions  in  our  facilities   Compliance  with  human  rights  

Compliance  with  child  labor  employments   Social  reputation  

Decrease  in  the  number  of  industrial  accidents   Eigenvalue  

Percentage  of  variance  explained  (%)  

Notes:  KMO  of  0.82  for  internal  &  external  practices,  KMO  of   0.77  for  economic,  environmental  and  social  performance.  

                                                    5.53   31.9         0.505   0.499                                                 3.46   28               0.740   0.806   0.839   0.825   0.703   0.862   0.869                               5.07   28.9                               0.855   0.850   0.760   0.668                   4.02   22.25                                     0.350         0.688   0.888   0.859   0.832   0.799   1.8   16.84  

Note:  Extraction  method:  Principal  component  analysis.   Rotation  

method:  Varimax  with  Kaiser  normalization.     a:  Rotation  converged  in  three  iterations.    

         

 

TABLE  4  

univariate  statistics  and  Pearson  correlations  among  the  variables  

Variable   Mean   SD          1        2        3   4   5   6                     Annual  turnover   3.66   1.03   -­‐             Economic  performance   3.27   0.62    0.138   -­‐           Environmental  performance     3.30   0.54   -­‐0.107   0.145   -­‐         Social  performance   3.56   0.62   -­‐0.067   0.056   0.420**   -­‐       Internal  practices   External  practices   3.30  1.80   0.83  0.94    0.001    0.141   -­‐.001  -­‐.039   0.370**  0.094   0.202*  0.053   0.226*  -­‐   -­‐                      

Note:  *  correlation  is  significant  at  the  0.05  level  (two-­‐tailed)  **correlation  is  significant  at  the  0.01  level  (two-­‐

(16)

4.      RESULTS      

Multiple   linear   regression   analysis   was   applied   to   analyze   the   proposed   relationships   and   directions.  Annual  turnover  was  used  as  a  control  variable  in  the  analysis.  The  data  analysis   had   four   main   objectives.   The   first   objective   was   to   investigate   the   relationship   between   external   practices   and   TBL   performance.   The   second   objective   was   to   investigate   the   relationship   between   external   practices   and   internal   practices.   The   third   objective   was   to   investigate   the   relationship   between   internal   practices   and   TBL   performance.   The   fourth   objective   was   to   test   whether   a   mediating   effect   of   internal   practices   on   the   relationship   between   external   practices   and   TBL   performance   was   evident.   Baron   and   Kenny   (1986)   suggested   that   testing   of   mediating   effects   involves   three   steps.   First,   the   independent   variables  must  relate  to  (affect)  the  mediating  variables,  second,  the  independent  variable   must   affect   the   dependent   variable   and   third,   the   mediator   must   affect   the   dependent   variable  (Baron  &  Kenny,  1986).  

TABLE  5  

 the  relationship  between  external  practices,  internal  practices  and  TBL  performance    

 

Independent  factor    

  Dependent  factor   (  TBL  performance)  

 

Environmental    Economic    Social  

Annual  turnover   External  practices     R2   Adj  R2   F   Change  in  R2   Change  in  F     Annual  turnover   Internal  practices     R2   Adj  R2   F   Change  in  R2   Change  in  F     0.46   0.46     0.01   -­‐0.01   0.57   0.01   0.54     0.39   0.001***     0.14   0.12   6.53*   0.13   11.97***   0.11   0.69     0.03   0.01   1.34   0.002   0.16     0.20   0.74     0.02   -­‐0.002   0.90   0.001   0.113   0.31   0.37     0.019   -­‐0.004   0.83   0.010   0.81     0.515   0.035*     0.056   0.034   2.51   0.051   4.616*  

Note:  The  regressions  are  performed  separately  between  one  independent  factor  and  one   dependent   factor.   Standardized   regression   coefficients   are   reported   *P≤0.05**P≤0.01   ***P≤0.001.  

(17)

TABLE  6  

 the  relationship  between  external  practices  and  internal  practices       Independent  factor       Dependent  factor       Internal  practices         Annual  turnover   External  practices     R2   Adj  R2   F   Change  in  R2   Change  in  F   0.64   0.035**     0.07   0.03   2.32   0.05   4.61*                        

Note:  The  regressions  are  performed  separately  between  one  independent  factor  and  one   dependent   factor.   Standardized   regression   coefficients   are   reported   *P≤0.05**P≤0.01   ***P≤0.001.  

Table   5   shows   the   results   of   the   regression   analysis   regarding   the   relationship   between   external   practices   and   TBL   performance.   Firstly,   the   results   indicate   that   there   is   no   significant   direct   relationship   between   external   practices   and   environmental   performance   (p>0.05,  β=0.082).  Secondly,  the  results  indicated  there  is  no  significant  direct  relationship   between   external   practices   and   economic   performance   (p>0.05,   β=-­‐0.043).   Thirdly,   the   results   indicated   that   there   is   no   significant   relationship   between   external   practices   and   social  performance  (p>0.05,  β=0.098).  According  to  these  results,  external  practices  do  not   show  a  significant  direct  relationship  between  external  practices  and  TBL  performance.  This   means  that  H1A,  H1B  and  H1C  are  not  supported.    

Table  6  shows  the  results  of  the  regression  analysis  regarding  the  effect  of  external  practices   on   internal   practices.   The   result   indicates   that   there   is   a   significant   relationship   between   external  practices  and  internal  practices  (p<0.05,  β=0.229).  This  means  that  H2  is  supported.   The  results  are  shown  in  figure  2,  an  overview  of  the  hypotheses  are  given  in  table  6.  

(18)

dependent   variable,   which   leads   to   the   conclusion   that   mediation   is   not   possible,   as   for   mediation  to  be  possible  it  is  necessary  that  the  independent  variable  has  a  significant  effect   on  the  dependent  variable  (Baron  &  Kenny,  1986).    

FIGURE  2  

Results  model  (*p<0.05;**p<0.01;***p<0.001)  

  TABLE  6  

Overview  of  hypotheses  

Hypotheses:                                                                                                                                                                                            Supported/not  supported    

H1  External  practices  positively  influence:  

H1a        Environmental  performance                                                                                                        Not  Supported   H1b        Economic  performance                                                                                                                          Not  Supported   H1c          Social  performance                                                                                                                                      Not  Supported   H2  External  practices  positively  influence  internal  practices                Supported   H3  Internal  practices  positively  influence:  

H3a        Environmental  performance                                                                                                        Supported   H3b        Economic  performance                                                                                                                          Not  Supported   H3c        Social  performance                                                                                                                                        Supported    

(19)

5.    DISCUSSION    

The   discussion   will   be   focused   on   the   results   of   the   data   analysis.   Firstly,   the   external   practices   and   their   effect   on   TBL   performance   will   be   discussed.   Secondly,   the   internal   practices   and   their   effect   on   TBL   performance   will   be   discussed.   Finally,   the   relationship   between  external  practices  and  internal  practices  will  be  discussed.    

5.1  External  practices  and  TBL  performance    

The  empirical  evidence  illustrated  in  table  4  indicates  that  external  practices  do  not  always   lead   to   a   better   sustainability   performance;   the   results   indicate   that   external   practices   do   not  have  a  significant  relationship  with  any  of  the  TBL  performance  dimensions.  By  further   investigating  the  sample  and  the  answers  that  were  given  to  the  questions  corresponding   with  external  practices,  there  was  found  that  the  way  in  which  the  answers  were  given  for   the   external   practices   construct   were   not   distributed   normally.   The   distribution   indicated   that   from   question   one,   38   of   the   98   respondents   filled   in   “not   at   all”.   For   questions   two   until  six  there  were  51,52,62,53  and  49  respectively  who  filled  in  “not  at  all”.  This  indicates   that  almost  50  percent  of  the  companies  do  not  engage  in  external  practices  towards  their   suppliers.   This   could   be   one   of   the   reasons   why   external   practices   were   insignificantly   related   to   all   performance   indicators   of   the   TBL.   This   issue   is   discussed   in   the   research   of   Gimenez  et.  al.,  (2012)  where  is  argued  that  before  taking  any  action,  the  level  of  adoption   of   internal   practices   might   be   higher   than   the   implementation   of   external   practices.   This   would  infer  that  the  companies  investigated  in  this  master  thesis  were  in  the  beginning  stage   of   implementing   sustainability   improvements.   Moreover,   a   previous   study   in   the   Korean   electronics  industry  showed  that  the  companies  in  that  industry  are  still  at  the  beginning  of   developing   external   practices   and   improving   their   suppliers’   sustainability   (K.   Lee   &   Kim,   2009).   Koplin,   Seuring,   &   Mesterharm   (2007),   found   that   suppliers   in   the   German   automotive   industry   are   rarely   subjected   to   environmental   and   social   standards   when   selected.  These  examples  indicate  that  the  low  level  of  implementation  of  external  practices   is   something   that   happens   more   often   and   would   possibly   explain   why   in   this   research,   external   practices   did   not   have   a   direct   significant   impact   on   TBL   performance.   Additional   research   on   this   topic   with   companies   that   acquire   a   higher   implementation   of   external   practices  could  give  more  insight  into  the  direct  relationship  between  external  practices  and   TBL  performance.      

5.2  Internal  practices  and  TBL  performance    

(20)

Qinghua  Zhu  &  Sarkis,  2004).  Therefore  it  is  not  surprising   that  internal  practices  improve   environmental  performance.  The  fact  that  internal  practices  improve  the  social  bottom  line   is  in  line  with  the  research  of  de  Giovanni  (2012)  and  Gimenez  et.al.  (2012).  Moreover,  the   fact  that  internal  practices  do  not  improve  the  economic  bottom  line  is  not  in  line  with  most   of  literature  on  the  relationship  between  internal  practices  and  economic  performance(De   Giovanni,   2012;   Golicic   &   Smith,   2013;   Rao   &   Holt,   2005;   Qinghua   Zhu   &   Sarkis,   2004).   However,   some   of   the   literature   on   internal   practices  argue   that   internal   practices   do   not   significantly  improve  economic  performance  (Pullman  et  al.,  2009;  Q  Zhu  et  al.,  2005).  The   reason  for  this  could  be  that  economic  performance  is  not  reaped  in  short  term  profitability   and  sales  performance(Q  Zhu  et  al.,  2005).  This  is  explained  by  Giovanni  et.al,  (2012),  who   argues   that   achieving   economic   performance   improvements   by   using   internal   practices   is   not  achieved  in  the  short  term;  rather  it  is  achieved  in  the  long  term  by  indirect  effects  of   environmental  management.  In  addition,  it  could  be  that  firms  targeting  costs  improvements   from   sustainability   practices   have   difficulties   in   recovering   the   initial   investment   costs   in   sustainability   programs   and   the   ROI   of   these   programs   may   be   very   difficult   to   calculate(Pullman   et   al.,   2009).   In   this   thesis,   however,   the   construct   for   economic   performance  consisted  mainly  of  direct  effects  on  the  economic  bottom  line.  For  example,   constructs  such  as  sales  and  ROI  which  are  focused  on  direct  economic  performance  and  not   on  indirect  cost  savings.  These  examples  show  why  in  this  thesis,  internal  practices  do  not   improve  the  economic  bottom  line.  Furthermore,    

5.3  External  practices  influencing  internal  practices    

(21)

positively  related  to  the  environmental  and  social  dimensions  of  the  TBL,  this  would  mean   that  external  practices  positively  influence  the  environmental  and  social  dimensions  of  TBL   performance  indirectly  through  their  positive  relationship  with  internal  practices.    

6.    CONCLUSION   6.1  Theoretical  implications    

 

There   are   several   research   implications   with   respect   to   the   external   practices,   internal   practices   and   TBL   performance.   Firstly,   the   empirical   evidence   showed   that   external   practices  are  not  positively  related  to  any  of  the  dimensions  of  TBL  performance.  Secondly,   the  empirical  evidence  shows  that  external  practices  positively  influence  internal  practices.   Thirdly,   internal   practices   significantly   contribute   to   the   environmental   and   social   dimensions  of  the  TBL;  however  they  do  not  contribute  to  economic  performance.    

Based  on  these  results  it  can  be  concluded  that  external  practices  do  not  contribute  to  TBL   performance  directly.  However  external  practices  do  positively  influence  internal  practices.   As   internal   practices   have   shown   to   successfully   improve   the   environmental   and   social   bottom   line,   it   can   be   argued   that   external   practices   affect   TBL   performance   indirectly   by   positively  influencing  internal  practices.  The  results  also  showed  that  the  implementation  of   external  practices  is  very  low  compared  to  the  implementation  of  internal  practices.  Further   investigation  into  the  relationship  between  external  practices  and  TBL  performance  should   be   done.   Especially,   because   of   the   low   implementation   of   external   practices,   future   research  could  study  the  relationship  between  external  practices  and  TBL  performance  with   a  sample  requirement  that  companies  need  to  have  internal  and  external  practices  in  place.   6.2  Managerial  implications    

 

(22)

6.3  Limitations  and  future  research    

(23)

7.  REFERENCES   (Aldi  Nederland,  2016)  

 

Azevedo,  S.  G.,  Carvalho,  H.,  Duarte,  S.,  &  Cruz-­‐Machado,  V.  (2012).  Influence  of  green  and   lean  upstream  supply  chain  management  practices  on  business  sustainability.  IEEE   Transactions  on  Engineering  Management,  59(4),  753–765.    

Baron,  R.,  &  Kenny,  D.  (1986).  The  moderator-­‐mediator  variable  distinction  in  social  

psychological  research.  Journal  of  Personality  and  Social  Psychology,  51(6),  1173–1182.     Craig,  C.,  &  Dale,  R.  (2008).  A  framework  of  sustainable  supply  chain  management:  moving  

toward  new  theory.  International  Journal  of  Physical  Distribution  &  Logistic   Management,  360–387.    

De  Giovanni,  P.  (2012).  Do  internal  and  external  environmental  management  contribute  to   the  triple  bottom  line?  Journal  of  Operations  &  Production  Management,  32(3),  265– 290.  

De  Ron,  A.  J.  (1998).  Sustainable  production:  The  ultimate  result  of  a  continuous   improvement.  Int.  J.  Production  Economics,  5657,  99–110.    

Dziuban,  C.  D.,  &  Shirkey,  E.  C.  (1974).  When  is  a  correlation  matrix  appropriate  for  factor   analysis?  Educational  Research,  81(6),  358–361.    

Fornell,  C.,  &  Larcker,  D.  (1981).  Evaluating  structural  equation  models  with  unobservable   variables  and  measurement  error.  Journal  of  Marketing  Research,  18(3),  39–50.    

Gimenez,  C.,  Sierra,  V.,  &  Rodon,  J.  (2012).  Sustainable  operations:  Their  impact  on  the  triple   bottom  line.  International  Journal  of  Production  Economics,  140(1),  149–159.    

Gimenez,  C.,  &  Tachizawa,  E.  M.  (2012).  Extending  sustainability  to  suppliers:  a  systematic   literature  review.  Supply  Chain  Management:  An  International  Journal,  17(5),  531–543.     Golicic,  S.  L.,  &  Smith,  C.  D.  (2013).  A  meta-­‐analysis  of  environmentally  sustainable  supply  

chain  management  practices  and  firm  performance.  Journal  of  Supply  Chain   Management,  49(2),  78–95.    

Govindan,  K.,  Khodaverdi,  R.,  &  Jafarian,  A.  (2013).  A  fuzzy  multi  criteria  approach  for   measuring  sustainability  performance  of  a  supplier  based  on  triple  bottom  line   approach.  Journal  of  Cleaner  Production,  47,  345–354.    

Kazeminia,  C.  S.  C.  G.  V.  S.  A.  (2015).  Does  implementing  social  supplier  development   practices  pay  off ?  Supply  Chain  Management:  An  International  Journal,  20(4),  pp.  389– 403.    

KLASSEN,  R.  D.,  &  VACHON,  S.  (2009).  Collaboration  and  Evaluation  in  the  Supply  Chain:  the   Impact  on  Plant-­‐Level  Environmental  Investment.  Production  and  Operations  

(24)

Koplin,  J.,  Seuring,  S.,  &  Mesterharm,  M.  (2007).  Incorporating  sustainability  into  supply   management  in  the  automotive  industry  -­‐  the  case  of  the  Volkswagen  AG.  Journal  of   Cleaner  Production,  15(11-­‐12),  1053–1062.    

Krause,  D.  R.,  Scannell,  T.  V,  &  Calantone,  R.  J.  (2000).  A  Structural  Analysis  of  the  

Effectiveness  of  Buying  Firms’  Strategies  to  Improve  Supplier  Performance.  Decision   Sciences,  31(1),  33–55.    

Lai,  K.  H.,  Cheng,  T.  C.  E.,  &  Yeung,  A.  C.  L.  (2005).  Relationship  stability  and  supplier  

commitment  to  quality.  International  Journal  of  Production  Economics,  96(3),  397–410.     Large,  R.  O.,  &  Gimenez  Thomsen,  C.  (2011).  Drivers  of  green  supply  management  

performance:  Evidence  from  Germany.  Journal  of  Purchasing  and  Supply  Management,   17(3),  176–184.    

Lee,  K.,  &  Kim,  J.  (2009).  Current  Status  of  CSR  in  the  Realm  of  Supply  Management:  The   Case  of  the  Korean  Electronics  Industry.  Supply  Chain  Management:  An  International   Journal,  14,  138–148.    

Lee,  S.-­‐Y.  (2015).  The  effects  of  green  supply  chain  management  on  the  supplier’s   performance  through  social  capital  accumulation.  Supply  Chain  Management:  An   International  Journal,  20(1),  42–55.    

Luzzini,  D.,  Brandon-­‐Jones,  E.,  Brandon-­‐Jones,  A.,  &  Spina,  G.  (2015).  From  sustainability   commitment  to  performance:  The  role  of  intra-­‐  and  inter-­‐firm  collaborative  capabilities   in  the  upstream  supply  chain.  International  Journal  of  Production  Economics,  165,  51– 63.    

Markley,  M.  J.,  &  Davis,  L.  (2007).  Exploring  future  competitive  advantage  through   sustainable  supply  chains.  International  Journal  of  Physical  Distribution  &  Logistics   Management,  37(9),  763–774.    

Nunnally,  J.  U.  M.  C.,  &  Thurstone,  L.  (1975).  Psychometric  Theory  —  25  Years  Ago  and  Now   1.  

Pagell,  M.,  &  Gobeli,  D.  (2009).  How  plant  managers’  experiences  and  attitudes  toward   sustainability  relate  to  operational  performance.  Production  and  Operations   Management,  18(3),  278–299.    

Paulraj,  A.,  Lado,  A.  A.,  &  Chen,  I.  J.  (2008).  Inter-­‐organizational  communication  as  a  

relational  competency:  Antecedents  and  performance  outcomes  in  collaborative  buyer-­‐ supplier  relationships.  Journal  of  Operations  Management,  26(1),  45–64.    

Pullman,  M.  E.,  Maloni,  M.  J.,  &  Carter,  C.  R.  (2009).  Food  for  thought:  Social  versus   environmental  sustainability  practices  and  performance  outcomes.  Journal  of  Supply   Chain  Management,  45(4),  38–54.    

Rao,  P.  (2002).  Greening  the  supply  chain:  a  new  initiative  in  South  East  Asia.  International   Journal  of  Operations  &  Production  Management,  22(6),  632–655.    

Referenties

GERELATEERDE DOCUMENTEN

Since management practices have a strong effect on firm performance and differ across countries (Bloom &amp; van Reenen, 2010; Bloom et al., 2016), foreign-owned firms could

By identifying and testing variables related to job autonomy, performance feedback, performance- based pay and performance-based promotion, my analysis gives confirmation

Articles elaborate on the concept of management practices with their findings (Forth, 2019, Nemlioglu, 2017). These studies focused on testing or elaborating on management practices

To answer the research question if green energy ETFs underperform conventional equity and/or traditional energy ETFs, in chapter 4.1 green energy ETFs’ performances are assessed

In the letter the feeling is shared that in the eyes of the municipality of Eindhoven it was difficult to organise schools for the Jewish students in the south of the Netherlands,

terprovinsiaal wat binnekort plaasvind gewen sal word nle.. Ole Bfou Ekspres , kan mens Gerrie Gerrnishuys noem n6 Saterdag se eskapade op Oli!npark. Gerrnlshuya

Uit de resultaten van het multiple regressiemodel zijn geen bewijzen gevonden dat het aantal vrouw en duality in het bestuur van invloed zijn op de toepassing van Earnings

histoloqylEn~lishlGastrointestinallGastro small intestine.htm [Date of access: 3 March 20051. P-glycoprotein: clinical significance and methods of analysis. Specificity