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Academy	
  of	
  Management	
  
Professional	
  Development	
  Workshop	
  
                 	
  
Sustainable	
  Enterprise	
  Models	
  
         Innova4on	
  
                                    	
  
                              Organizers:	
  	
  
     Carmelo	
  Cennamo,	
  Maurizio	
  Zollo,	
  Bocconi	
  U.	
  
                   KersEn	
  Neumann,	
  WU	
  Vienna	
  
                               Speakers:	
  
       Ioannis	
  Ioannou,	
  London	
  Business	
  School	
  
        	
  Tim	
  Devinney,	
  U.	
  of	
  Technology,	
  Sidney	
  
             Andrew	
  Van	
  de	
  Ven,	
  U.	
  of	
  Minnesota	
     1	
  
Understanding	
  the	
  firm’s	
  
         evolu4on	
  towards	
  sustainable	
  
              enterprise	
  models	
  

                                 Maurizio	
  Zollo	
  
   Dean’s	
  Professor	
  of	
  Strategy	
  and	
  Sustainability,	
  Bocconi	
  University	
  
              VisiEng	
  Professor,	
  WU	
  Vienna	
  and	
  MIT	
  Sloan	
  School	
  
Director,	
  Center	
  for	
  Research	
  in	
  OrganizaEon	
  and	
  Management	
  (CROMA)	
  
        President,	
  European	
  Academy	
  of	
  Management	
  (EURAM)	
  
                                                                                                  2	
  
The	
  Core	
  Research	
  Ques4on	
  
                  	
  
   How	
  do	
  firms	
  evolve	
  towards	
  a	
  
   sustainable	
  enterprise	
  model?	
  



                                                     3	
  
Underlying	
  Ques4ons	
  
                    What	
  explains	
  the	
  ability	
  of	
  managers	
  and	
  of	
  
Sensing	
           organizaEons	
  to	
  understand	
  sustainability	
  issues	
  and	
  
Capacity	
          stakeholder	
  interests?	
  
                    What	
  disEnguishes	
  firms	
  that	
  can	
  successfully	
  design,	
  
Change	
            introduce	
  and	
  diffuse	
  strategies,	
  pracEces	
  and	
  cultural	
  
Capacity	
          traits	
  aligned	
  with	
  sustainable	
  models?	
  

Change	
            What	
  impacts	
  can	
  be	
  expected	
  from	
  different	
  types	
  of	
  
Effec4veness	
       change	
  interven1ons	
  and	
  why?	
  
                    How	
  do	
  insEtuEonal,	
  organizaEonal,	
  group	
  and	
  
Change	
            individual	
  factors	
  influence	
  the	
  relaEve	
  effecEveness	
  
Factors	
           of	
  these	
  change	
  intervenEons?	
  	
  
                    How	
  do	
  individual	
  and	
  organizaEons	
  learn	
  to	
  change	
  
Learning	
          their	
  idenEty	
  and	
  behavior	
  in	
  line	
  with	
  ideal	
  models	
  of	
  
Capacity	
          the	
  sustainable	
  enterprise?	
  
                                                                                                   4	
  
                                                                                            GOLDEN ©
Expanding	
  the	
  Organiza4onal	
  Evolu4on	
  Model	
  

       Change	
  in	
  purpose,	
                  Learning	
  
       frames	
  &	
  strategies
                               	
                  	
  rou4nes	
  


     Change	
  of	
  mo4va4onal   	
               Change	
  	
  
         levels	
  &	
  levers
                             	
                    rou4nes	
  


      Change	
  of	
  emo4onal	
  
                               	
                 Change	
  of	
  
          disposi4ons     	
                    oper.	
  rou4nes	
  


         Change	
  in	
  individuals’	
  psychological	
  disposi4ons
                                                                    	
  
                                                                           5	
  
SUSTAINABILIY	
  STRATEGY	
  PROCESS	
  

SENSING	
  and	
  
                        SEARCH	
  and	
       EXPERIMENTATION	
  	
  
   SENSE	
                                                                    LEARNING	
  
                         SELECTION	
           and	
  SCALING	
  UP	
  
  MAKING	
  




       INNOVATION	
  AND	
  ADAPTATION	
  CAPACITY	
  
       STRATEGIZING	
                                             CAPABILITIES	
  
                                                                                              Economic,	
  social	
  
                                                                                             and	
  environmental	
  
                                                                                               sustainability	
  
                                                                                                    outcomes	
  
        ORGANIZING	
                                          RELATIONAL	
  
                                                               QUALITY	
  



         INDIVIDUAL	
  AND	
  ORGANIZATIONAL	
  IDENTITY	
  
                                                                ORGANIZATIONAL	
  
        INDIVIDUAL	
  TRAITS	
                                      TRAITS	
  




                                        CONTEXT	
                                                            6	
  
A	
  Framework	
  of	
  Enterprise	
  Model	
  Innova4on	
  
       WHY	
                              HOW	
                             WHAT	
  
 Sources	
  of	
  change	
          Engines	
  of	
  change	
          Objects	
  of	
  change	
  

External	
  sources	
  
                                                                       Firm-­‐wide	
  traits	
  
§  CompeEtors	
  
                                                                       §  Purpose	
  
§  Stakeholders	
  	
               RelaEonal	
  quality	
  
                                                                       §  Strategy	
  
§  Policy-­‐makers	
  
                                                                       §  Structure	
  
§  Broader	
  society	
  

                                                                                                          PERFORMANCE	
  
                                                                                                          •    Economic	
  
Internal	
  sources	
                                                                                     •    Environmental	
  
                                     Change	
  ini4a4ves	
             FuncEonal	
  acEviEes	
  
§  Sensing	
                                                                                             •    Social	
  
                                     §  Depth	
  of	
  change	
       §  ObjecEves	
  
§  Strategizing	
  
                                     §  IntenEonality	
               §  Processes	
  
§  Control	
  
                                     §  Formality	
                   §  Systems	
  
§  Leadership	
  



                                                                       Individual	
  traits	
  
                                                     Change	
          §  EmoEons	
                     CONTEXT	
  
                                Learning	
  
                                                     (dynamic)	
       §  MoEvaEon	
                •  Sectoral	
  
                                capabiliEes	
  
                                                     capabiliEes	
     §  IdenEty/Values	
          •  InsEtuEonal	
  
                                                                       §  CogniEon/Belief	
         •  Cultural	
  
                                                                                                                        7	
  
What	
  is	
  GOLDEN?	
  
ü A	
  program	
  to	
  monitor,	
  experiment	
  with,	
  and	
  enhance	
  
   evoluEon	
  of	
  the	
  enterprise	
  towards	
  sustainable	
  models	
  
ü A	
  business-­‐academia-­‐insEtuEons	
  partnership	
  co-­‐
   creaEng	
  insight	
  and	
  acEon	
  on	
  how	
  to	
  guide	
  these	
  
   evoluEonary	
  processes	
  
ü A	
  global	
  network	
  of	
  80+	
  scholars	
  in	
  40	
  research	
  
   insEtuEons	
  
ü Supported	
  by	
  some	
  leading	
  ins1tu1ons	
  and	
  businesses	
  
ü Co-­‐developing	
  a	
  common	
  data	
  collecEon	
  design,	
  backed	
  
   by	
  cross-­‐level	
  simulaEon	
  and	
  modeling	
  efforts	
  

                                                                                 8	
  
Who	
  Is	
  GOLDEN:	
  	
  Thought	
  Leaders	
  
•      CSR:	
  Freeman,	
  Grayson,	
  Post,	
  Waddock,	
  Zadek	
  
•      Enviro.	
  Sustainability:	
  Correa,	
  Frey,	
  Marcus,	
  Russo,	
  Smith	
  
•      Strategy:	
  Devinney,	
  McGahan,	
  Ricart,	
  Zollo,	
  Zok	
  
•      Learning,	
  Change,	
  Innova4on:	
  Brusoni,	
  Lekl,	
  Van	
  de	
  Ven,	
  
       Zollo	
  
•      HRM,	
  Corporate	
  Governance	
  and	
  Organiza4on:	
  Bagdadli,	
  
       Berrone,	
  Camuffo,	
  Ricart,	
  Van	
  de	
  Ven	
  
•      Opera4ons	
  and	
  Supply	
  Chain:	
  Borgonovo,	
  Locke	
  
•      Marke4ng	
  and	
  Sales:	
  Rao,	
  Shainesh	
  
•      Accoun4ng	
  and	
  Control:	
  Epstein,	
  Songini,	
  Speckbacher	
  
•      Poli4cal	
  science:	
  Locke,	
  Zadek	
  
•      Neuroscience:	
  Cappa,	
  Golosheykin	
  
	
  
                                                                                          9	
  
NORTH	
  AMERICA	
  
        Arizona	
  State	
  U.	
               The	
  Global	
  Network	
                                                                                                EUROPE	
  
                                                                                                                                                                         Bocconi	
  U.	
  	
  
                                                                                                                                                                                                    	
  
                                                                                                                                                                                                    IESE	
  

                                                                                                                      	
  
        Boston	
  College	
                                                                                                                                              City	
  U.	
  London	
     LBS	
  
        Boston	
  University	
                                                         Organiza4ons                                                                      Copenhagen	
  BS	
         Sant’	
  Anna,	
  Pisa	
  
        Harvard	
  U.	
                                                                                                                                                  Cranfield	
  U.	
           WU	
  Vienna,	
  	
  
        MIT	
  	
                                                                                                                                                        Dublin	
  City	
  U.	
     Wageningen	
  U.	
  	
  
        U.	
  of	
  Minnesota	
                                                                                                                                          Erasmus	
  U.	
            HWZ	
  Zurich	
  
        U.	
  Oregon	
  	
                                                                  RUSSIA:	
                                                                    ESADE	
                    ETH	
  Zurich	
  
        Rutgers	
  U.	
                                                                     St.	
  Petersburg	
  U.	
  	
                                                ESSEC	
                    	
  
        U.	
  of	
  Toronto	
                                                                                                                                            U.	
  of	
  Granada	
      	
  
        U.	
  of	
  Virginia	
                                                                                                                                           	
  
        U.	
  of	
  Western	
  Ontario	
  
        William	
  Paterson	
  U.	
  

                                                INSTITUTIONS	
  
                                                 Aspen	
  Inst.       	
  
                                                EABIS,	
  GRLI,	
  
                                               Great	
  Place	
  to	
  
                                                    Work,   	
                                                                                                                        CHINA:	
  
                                             Italian	
  Min.	
  of	
  Ec.       	
                                            INDIA:	
                                                Tsinghua	
  U.	
  	
  
                                               Development,                	
                                                 Tata	
  Ins4tute	
  
                                                 UN	
  Global	
                                                               	
  	
  	
  	
  of	
  Social	
  Sciences	
  
                                             Compact	
  Country	
                                                             IIM	
  Bangalore	
  	
  
                                                  Networks       	
                                                                                                                              AUSTRALIA:	
  
                                                                                                                                     SE	
  Asia	
                                                Griffith	
  U.	
  
                                                                   CORPORATIONS	
  
                                                                                                                                     Asian	
  Ins4tute	
  of	
                                   U.	
  Techn.	
  Sydney	
  
                                                                AngloGold	
  Ashan4	
  
                                                                                                                                     	
  	
  	
  	
  Technology	
  
SOUTH	
  AMERICA	
                                                 Balbo	
  Group,	
  
                                                                                                                                     ESSEC	
  Singapore	
  
Centrum	
  (Lima)	
                                               Corepla,	
  Enel,	
  
Fundação	
  Getulio	
  Vargas	
                                 Endesa,	
  Microso`,	
  
Fundação	
  Dom	
  Cabral	
                                       OMV,	
  Telecom	
                SOUTH	
  AFRICA:	
  
University	
  Sao	
  Paulo	
                                     Italia,	
  Unicredit	
            U.	
  of	
  Cape	
  Town	
  
                                                                 Woolworths	
  SA	
  

                                                                                                                                                                                                                  10	
  
Framing	
  and	
  Scope	
  of	
  Research	
  Ac4vi4es	
  
                                                     The	
  
                                                  Observatory	
  




                                            A	
  System	
  of	
  
                                          Interdependent	
  
                                             Ac4vi4es	
  
Ecosystem	
  
                                        Es4mates	
  of	
  Change	
  Impact	
  
                                                                                 Mul4-­‐Level	
  
            The	
  Labs	
  
                                                                                 Simula4ons	
  
                                         Tests	
  of	
  Impact	
  Es4mates	
  
                         Decision	
  
Enterprise	
  
                          Maker	
  
                                                                                                    11	
  
The	
  Observatory	
  Data	
  Collec4on	
  Logic	
  


                Kers4n	
  Neumann	
  
                    WU	
  Vienna	
  


                                                       12	
  
Global	
  Observatory	
  on	
  the	
  Evolu4on	
  of	
  the	
  
Sustainable	
  Enterprise	
  
A	
  data	
  placorm,	
  based	
  on	
  archival	
  
and	
  clinical	
  data,	
  on:	
  
ü  CharacterisEcs	
  of	
  the	
  
       insEtuEonal	
  and	
  cultural	
  context	
  	
  
ü  Firm	
  level	
  evoluEon	
  in	
  purpose,	
  
       leadership,	
  growth	
  strategies,	
  
       structures	
  and	
  sustainability	
  
       performance	
  
ü  The	
  evoluEon	
  of	
  past	
  
       sustainability	
  iniEaEves	
  and	
  
       pracEces	
  with	
  stakeholder	
  and	
  
       impact	
  assessments	
  	
  
ü  Individual	
  percepEons	
  of	
  
       sustainability,	
  organizaEonal	
  
       climate,	
  psychological	
  profile	
  
       (values,	
  emoEons),	
  cogniEve	
  
       reasoning	
  and	
  decision-­‐making	
  	
  

                                                                  13	
  
Sample	
  Selec4on:	
  Matched	
  Pair	
  Design	
  
    Sustainability	
  leaders	
  and	
  followers	
  matched	
  in	
  each	
  cell	
  of	
  a	
  matrix	
  
                       of	
  regions	
  and	
  sectors.	
  	
  8x5x2=80	
  firms	
  

    1.  North	
  America	
                       3.  Northern	
  Europe	
       6.	
  	
  	
  	
  	
  	
  China	
  
    2.  La4n	
  America	
                        4.  Southern	
  Europe	
       7.  India	
  
    	
                                           5.  Southern	
  Africa,	
      8.  Australia	
  
                                                      Middle	
  East	
  
                                                 	
  


    	
  	
  	
  	
  	
  

                 1.  Financial	
  services	
                       4.	
  	
  	
  Informa4on-­‐Communica4on	
  
                 2.  Food	
  and	
  retail	
                       Technologies	
  
                 3.  Pharmaceu4cals	
                              5.  Natural	
  resources/energy	
  


    Each	
  “cell”	
  of	
  the	
  matrix,	
  minimum	
  two	
  companies,	
  similar	
  size	
  and	
  
   profit	
  in	
  mid-­‐90s,	
  but	
  highly	
  diverse	
  social-­‐environmental	
  performance	
  
                                                                                                                      GOLDEN ©   14	
  
Data	
  Collec4on	
  Process	
  
1    Archival	
  Data	
  

     	
   Head	
  of	
  STRATEGY	
  
2 	
                                                                         1	
          2	
                   3	
             4	
             5	
           6	
  
     Mapping	
  Strategic	
  Issues	
  

     Select	
  Strategic	
  Issues	
  Requiring	
  
                                                                                          1	
                                   2	
  
     Deep	
  Internal	
  Change	
  

     	
  
            SUSTAINABILITY/CR	
  
     	
  
     Iden4fy	
  Change	
  Ini4a4ves	
  to	
  Respond	
  to	
  	
  
     Selected	
  Strategic	
  Issues	
                                           A	
     B	
            C	
             D	
             E	
  
     	
  
     	
  

     	
  
3    	
  
                                       STRATEGY	
     HR	
     CONTROL	
       R&D	
              SALES	
                OPERATIONS	
                   SUPPLY	
  CHAIN	
  

     Implementa4on	
  Within	
  Func4ons	
  

4    Stakeholder	
  Interviews	
  

5    Execu4ve	
  Interviews	
  

6    Survey	
  to	
  Middle	
  Managers	
  and	
  Employees	
  
                                                                                                                                                                              15	
  
Mapping	
  Strategic	
  	
  
                       Sustainability	
  Issues	
  
Strategy	
  department	
                                     CSR/Sust.	
  department	
  



               V	
                                                    A	
  
                         X	
   ✔              ✔
                                      Z	
                         ✔
                                                          B	
  
                                                      ✔
                            Y	
   ✔               C	
  




                                                                                           16	
  
Func4on	
  Specific	
  Fact	
  Finding	
  
   Complete	
  the	
  knowledge	
  on	
  how	
  the	
  ini4a4ves	
  were	
  carried	
  out	
  within	
  the	
  
         different	
  func4ons	
  to	
  tackle	
  the	
  strategic	
  sustainability	
  issues	
  

Func4on	
  specific	
  interview	
  
                                                                                                          Strategy	
  
 Probe	
  key	
  funcEonal	
  issues	
  and	
                                                             	
  
   how	
  they	
  were	
  tackled	
  with	
  
                                                                                                          Organiza4on/HR	
  
          change	
  iniEaEves	
  
                                                                                                          	
  
                                                                                  Change	
  towards	
     Management	
  
 FuncEonal	
  iniEaEves	
  for	
  change	
                                         sustainability?	
      accoun4ng/Finance	
  
                                                Object	
  of	
  change	
                                  	
  
                  For	
  each	
  iniEaEve	
  




                                                Mo4va4on	
  
                                                Origin	
                                                  Environmental	
  
                                                Selec4on	
                                                	
  
                                                Implementa4on	
  and	
  Diffusion	
  
                                                Investment	
                                              R&D/Innova4on	
  
                                                Results	
                                                 	
  
                                                Explana4on	
  of	
  Results	
  
                                                                                                          Supply	
  chain	
  
 How	
  is	
  sustainability	
  understood	
  
                                                                                                          	
  
 in	
  the	
  funcEon	
  (open	
  quesEon)	
  
                                                                                                          Marke4ng/Sales	
  
                                                                                                          	
  
                                                                                                                                  17	
  
Manager‘s	
  Survey	
  
Strategy	
                                           DescripEon	
  of	
  strategy	
  and	
  assessment	
  of	
  compe44ve	
  
                                                                                advantages	
  
                                                              Cogni4ve	
  representa4on	
  of	
  sustainability	
  	
  
Sustainability	
  awareness	
                                     -­‐ Meaning	
  of	
  a	
  sustainable	
  company	
  
                                                                -­‐ Sustainable	
  management	
  principles	
  	
  	
  

Stakeholder	
  salience	
  and	
  
                                                                          	
  
                                                                          Priori4zing	
  of	
  auen4on,	
  
sa4sfac4on	
                                                    PercepEon	
  of	
  stakeholder	
  sa4sfac4on	
  


                                                                          	
  
Sustainability	
  issues	
  &	
  ini4a4ves	
  	
      Main	
  sustainability	
  issues	
  and	
  connected	
  ini4a4ves,	
  
                                                                         resource	
  alloca4on	
  
                                                     Knowledge	
  management	
  and	
  evolu4on	
  of	
  new	
  ideas:	
  	
  
Knowledge	
  development	
  
                                                        generaEon	
  ,	
  selecEon,	
  replicaEon	
  and	
  retenEon	
  


                                                                          	
  
Organiza4onal	
  	
  architecture	
                      IntegraEon	
  of	
  sustainability	
  in	
  working	
  prac4ces,	
  
and	
  resource	
  alloca4on	
                         incen4ve	
  systems	
  and	
  resource	
  alloca4on	
  decisions	
  
                                                     Percep4ons	
  of	
  the	
  organizaEonal	
  milieu,	
  how	
  decisions	
  
 Organiza4onal	
  climate	
  
                                                         are	
  made	
  and	
  conflicts	
  are	
  solved,	
  trust	
  levels)	
  


                                                                          	
  
 Individual	
  traits	
                               Decision	
  scenarios,	
  leadership	
  style,	
  personal	
  values	
  
                                                             (Schwartz)	
  psychological	
  scales	
  (STAI)	
  
                                                                                                                                 18	
  
An	
  Agent-­‐Based	
  Model	
  of	
  
Sustainability-­‐Driven	
  Innova4on	
  


    Carmelo	
  Cennamo,	
  Bocconi	
  University	
  

                                                       19	
  
The	
  Study’s	
  Approach	
  

Agent-­‐Based	
  Simula4on	
  Model	
  	
  
	
  
   •  SimulaEng	
  dynamic	
  interacEon	
  of	
  autonomous	
  
      agents	
  
   •  Assessing	
  their	
  effects	
  on	
  the	
  system	
  as	
  whole	
  


 Learn	
  about	
  ideas	
  implementa4on	
  (#,	
  quality,	
  
 speed…)	
  

                                                                               20	
  
Key	
  Actors	
  in	
  the	
  Model	
  
         Organiza4onal	
  Adap4ve	
  Capacity	
  

    Strategizing	
                                Capabili4es	
  
(growth,	
  compeEEve,	
                        (sensing,	
  learning,	
  
    collaboraEve)	
                                  change)	
  



                        Individual	
  Traits	
  	
                                              Sustainability	
  
                         (cogniEve	
  frame,	
                                                  (economic,	
  social,	
  
                       emoEons/moEvaEon,	
                                                       environmental)	
  
                        values,	
  leadership)	
  


     Organizing	
                           Rela4onal	
  Quality	
  
     (governance,	
                                (org.	
  climate,	
  
structure,	
  HR	
  systems,	
                      stakeholder	
  
     control/MIS)	
                                collaboraEon	
  



                                                                                    Context	
  
                                                                              (industry	
  dynamics,	
  
                                                                             insEtuEonal,	
  cultural,	
  
                                                                               macro-­‐economic)	
  
Key	
  Blocks	
  
Authority	
  of	
  agent	
  unit	
  

SensiEvity	
  towards	
  sustainability	
  of	
  agent	
  unit	
  

Probability	
  of	
  idea(s)	
  generaEon	
  of	
  agent	
  unit	
  

Matrix	
  describing	
  probability	
  of	
  assessing	
  right	
  
ambiEon	
  of	
  ideas	
  
Viscosity	
  coeff.	
  (external	
  factors)	
  affecEng	
  the	
  
speed	
  ideas	
  communicaEon	
  +	
  budget	
  constraint	
  
                                                                       22	
  
Key	
  Blocks	
  
            Defini4on	
  of	
  Idea	
  
              •    AmbiEon	
  
              •    Quality	
  
              •    Time	
  of	
  development	
  	
  
              •    Cost	
  
              •    Energy	
  =	
  quality	
  *	
  
                   authority	
  of	
  generator	
  



                       Quality	
  FuncEon:	
  
                                          	
  
                       	
   𝑓(x)	
  =	
  xα	
  	
  *	
  (1	
  –	
  x)β	
  
                                                                       23	
  
Model	
  Func4oning	
  

All	
  units	
  generate	
  ideas!	
  

“Mature”	
  ideas	
  communicated	
  first	
  to	
  
strategizing	
  unit	
  

Once	
  communicated,	
  all	
  units	
  stop	
  
exploraEon	
  of	
  ideas	
  to	
  focus	
  on	
  the	
  
proposed	
  idea	
  at	
  stance	
  
                                                            24	
  
Model	
  Func4oning	
  
Assessment	
  of	
  idea:	
  
        •  New	
  energy	
  =	
  perceived	
  energy	
  +	
  authority*sensiEvity	
  
        •  If	
  assessment	
  posiEve,	
  idea	
  communicated	
  to	
  next	
  
           funcEon	
  

The	
  idea	
  needs	
  approval	
  by	
  all	
  units	
  before	
  being	
  
implemented	
  

Once	
  approved,	
  the	
  idea	
  is	
  assigned	
  resources	
  
and	
  implemented.	
  (Units	
  go	
  back	
  to	
  generaEng	
  ideas)	
  
                                                                                   25	
  
Model	
  Func4oning	
  

Three	
  Org.	
  Scenarios:	
  

      •  Hierarchical	
  organizaEon	
  
      •  Highly	
  hierarchical	
  organizaEon	
  
      •  Flat	
  organizaEon	
  




                                                     26	
  
Key	
  Findings	
  –	
  wrap-­‐up	
  

ALL	
  units	
  have	
  similar	
  probability	
  of	
  seeing	
  
their	
  ideas	
  implemented	
  

Highly	
  hierarchical	
  structures	
  have	
  more	
  
ideas	
  implemented,	
  though	
  process	
  not	
  
opEmal	
  (higher	
  variance	
  in	
  quality)	
  



                                                                     27	
  
Key	
  Findings	
  –	
  wrap-­‐up	
  

Higher	
  sustainability-­‐based	
  capability	
  
leads	
  to	
  larger	
  number	
  of	
  ideas	
  
implemented	
  

More	
  favorable	
  environments	
  (external	
  
pressure)	
  lead	
  to	
  higher	
  engagement	
  in	
  
sustainability	
  acEviEes	
  (but	
  lower	
  ambi4on)	
  
Key	
  Findings	
  –	
  wrap-­‐up	
  


Flat	
  organiza4ons	
  have	
  lower	
  rate	
  of	
  ideas	
  
implemented	
  (and	
  idea	
  ambiEon)	
  
	
  
     	
  -­‐	
  ‘VETO	
  POWER’	
  effect!	
  
Limita4ons	
  
Early	
  stage.	
  Fine-­‐tuning	
  of	
  the	
  model	
  needed!	
  

E.g.	
  sensiEvity	
  towards	
  sustainability	
  of	
  agents	
  is	
  
independent	
  of	
  corporate	
  culture,	
  HR	
  policies	
  may	
  
affect	
  it	
  

No	
  specific	
  account	
  for	
  learning	
  (besides	
  capability)	
  

Need	
  to	
  tease	
  out	
  #	
  of	
  ideas	
  implemented	
  and	
  quality	
  
of	
  ideas	
  (higher/lower	
  ambiEon)…	
  
More	
  fine-­‐grained	
  analysis	
  by	
  modeling	
  scenarios	
  

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Sustainable Enterprise Models Innovation

  • 1. Academy  of  Management   Professional  Development  Workshop     Sustainable  Enterprise  Models   Innova4on     Organizers:     Carmelo  Cennamo,  Maurizio  Zollo,  Bocconi  U.   KersEn  Neumann,  WU  Vienna   Speakers:   Ioannis  Ioannou,  London  Business  School    Tim  Devinney,  U.  of  Technology,  Sidney   Andrew  Van  de  Ven,  U.  of  Minnesota   1  
  • 2. Understanding  the  firm’s   evolu4on  towards  sustainable   enterprise  models   Maurizio  Zollo   Dean’s  Professor  of  Strategy  and  Sustainability,  Bocconi  University   VisiEng  Professor,  WU  Vienna  and  MIT  Sloan  School   Director,  Center  for  Research  in  OrganizaEon  and  Management  (CROMA)   President,  European  Academy  of  Management  (EURAM)   2  
  • 3. The  Core  Research  Ques4on     How  do  firms  evolve  towards  a   sustainable  enterprise  model?   3  
  • 4. Underlying  Ques4ons   What  explains  the  ability  of  managers  and  of   Sensing   organizaEons  to  understand  sustainability  issues  and   Capacity   stakeholder  interests?   What  disEnguishes  firms  that  can  successfully  design,   Change   introduce  and  diffuse  strategies,  pracEces  and  cultural   Capacity   traits  aligned  with  sustainable  models?   Change   What  impacts  can  be  expected  from  different  types  of   Effec4veness   change  interven1ons  and  why?   How  do  insEtuEonal,  organizaEonal,  group  and   Change   individual  factors  influence  the  relaEve  effecEveness   Factors   of  these  change  intervenEons?     How  do  individual  and  organizaEons  learn  to  change   Learning   their  idenEty  and  behavior  in  line  with  ideal  models  of   Capacity   the  sustainable  enterprise?   4   GOLDEN ©
  • 5. Expanding  the  Organiza4onal  Evolu4on  Model   Change  in  purpose,   Learning   frames  &  strategies    rou4nes   Change  of  mo4va4onal   Change     levels  &  levers   rou4nes   Change  of  emo4onal     Change  of   disposi4ons   oper.  rou4nes   Change  in  individuals’  psychological  disposi4ons   5  
  • 6. SUSTAINABILIY  STRATEGY  PROCESS   SENSING  and   SEARCH  and   EXPERIMENTATION     SENSE   LEARNING   SELECTION   and  SCALING  UP   MAKING   INNOVATION  AND  ADAPTATION  CAPACITY   STRATEGIZING   CAPABILITIES   Economic,  social   and  environmental   sustainability   outcomes   ORGANIZING   RELATIONAL   QUALITY   INDIVIDUAL  AND  ORGANIZATIONAL  IDENTITY   ORGANIZATIONAL   INDIVIDUAL  TRAITS   TRAITS   CONTEXT   6  
  • 7. A  Framework  of  Enterprise  Model  Innova4on   WHY   HOW   WHAT   Sources  of  change   Engines  of  change   Objects  of  change   External  sources   Firm-­‐wide  traits   §  CompeEtors   §  Purpose   §  Stakeholders     RelaEonal  quality   §  Strategy   §  Policy-­‐makers   §  Structure   §  Broader  society   PERFORMANCE   •  Economic   Internal  sources   •  Environmental   Change  ini4a4ves   FuncEonal  acEviEes   §  Sensing   •  Social   §  Depth  of  change   §  ObjecEves   §  Strategizing   §  IntenEonality   §  Processes   §  Control   §  Formality   §  Systems   §  Leadership   Individual  traits   Change   §  EmoEons   CONTEXT   Learning   (dynamic)   §  MoEvaEon   •  Sectoral   capabiliEes   capabiliEes   §  IdenEty/Values   •  InsEtuEonal   §  CogniEon/Belief   •  Cultural   7  
  • 8. What  is  GOLDEN?   ü A  program  to  monitor,  experiment  with,  and  enhance   evoluEon  of  the  enterprise  towards  sustainable  models   ü A  business-­‐academia-­‐insEtuEons  partnership  co-­‐ creaEng  insight  and  acEon  on  how  to  guide  these   evoluEonary  processes   ü A  global  network  of  80+  scholars  in  40  research   insEtuEons   ü Supported  by  some  leading  ins1tu1ons  and  businesses   ü Co-­‐developing  a  common  data  collecEon  design,  backed   by  cross-­‐level  simulaEon  and  modeling  efforts   8  
  • 9. Who  Is  GOLDEN:    Thought  Leaders   •  CSR:  Freeman,  Grayson,  Post,  Waddock,  Zadek   •  Enviro.  Sustainability:  Correa,  Frey,  Marcus,  Russo,  Smith   •  Strategy:  Devinney,  McGahan,  Ricart,  Zollo,  Zok   •  Learning,  Change,  Innova4on:  Brusoni,  Lekl,  Van  de  Ven,   Zollo   •  HRM,  Corporate  Governance  and  Organiza4on:  Bagdadli,   Berrone,  Camuffo,  Ricart,  Van  de  Ven   •  Opera4ons  and  Supply  Chain:  Borgonovo,  Locke   •  Marke4ng  and  Sales:  Rao,  Shainesh   •  Accoun4ng  and  Control:  Epstein,  Songini,  Speckbacher   •  Poli4cal  science:  Locke,  Zadek   •  Neuroscience:  Cappa,  Golosheykin     9  
  • 10. NORTH  AMERICA   Arizona  State  U.   The  Global  Network   EUROPE   Bocconi  U.       IESE     Boston  College   City  U.  London   LBS   Boston  University   Organiza4ons Copenhagen  BS   Sant’  Anna,  Pisa   Harvard  U.   Cranfield  U.   WU  Vienna,     MIT     Dublin  City  U.   Wageningen  U.     U.  of  Minnesota   Erasmus  U.   HWZ  Zurich   U.  Oregon     RUSSIA:   ESADE   ETH  Zurich   Rutgers  U.   St.  Petersburg  U.     ESSEC     U.  of  Toronto   U.  of  Granada     U.  of  Virginia     U.  of  Western  Ontario   William  Paterson  U.   INSTITUTIONS   Aspen  Inst.   EABIS,  GRLI,   Great  Place  to   Work,   CHINA:   Italian  Min.  of  Ec.   INDIA:   Tsinghua  U.     Development,   Tata  Ins4tute   UN  Global          of  Social  Sciences   Compact  Country   IIM  Bangalore     Networks   AUSTRALIA:   SE  Asia   Griffith  U.   CORPORATIONS   Asian  Ins4tute  of   U.  Techn.  Sydney   AngloGold  Ashan4          Technology   SOUTH  AMERICA   Balbo  Group,   ESSEC  Singapore   Centrum  (Lima)   Corepla,  Enel,   Fundação  Getulio  Vargas   Endesa,  Microso`,   Fundação  Dom  Cabral   OMV,  Telecom   SOUTH  AFRICA:   University  Sao  Paulo   Italia,  Unicredit   U.  of  Cape  Town   Woolworths  SA   10  
  • 11. Framing  and  Scope  of  Research  Ac4vi4es   The   Observatory   A  System  of   Interdependent   Ac4vi4es   Ecosystem   Es4mates  of  Change  Impact   Mul4-­‐Level   The  Labs   Simula4ons   Tests  of  Impact  Es4mates   Decision   Enterprise   Maker   11  
  • 12. The  Observatory  Data  Collec4on  Logic   Kers4n  Neumann   WU  Vienna   12  
  • 13. Global  Observatory  on  the  Evolu4on  of  the   Sustainable  Enterprise   A  data  placorm,  based  on  archival   and  clinical  data,  on:   ü  CharacterisEcs  of  the   insEtuEonal  and  cultural  context     ü  Firm  level  evoluEon  in  purpose,   leadership,  growth  strategies,   structures  and  sustainability   performance   ü  The  evoluEon  of  past   sustainability  iniEaEves  and   pracEces  with  stakeholder  and   impact  assessments     ü  Individual  percepEons  of   sustainability,  organizaEonal   climate,  psychological  profile   (values,  emoEons),  cogniEve   reasoning  and  decision-­‐making     13  
  • 14. Sample  Selec4on:  Matched  Pair  Design   Sustainability  leaders  and  followers  matched  in  each  cell  of  a  matrix   of  regions  and  sectors.    8x5x2=80  firms   1.  North  America   3.  Northern  Europe   6.            China   2.  La4n  America   4.  Southern  Europe   7.  India     5.  Southern  Africa,   8.  Australia   Middle  East               1.  Financial  services   4.      Informa4on-­‐Communica4on   2.  Food  and  retail   Technologies   3.  Pharmaceu4cals   5.  Natural  resources/energy   Each  “cell”  of  the  matrix,  minimum  two  companies,  similar  size  and   profit  in  mid-­‐90s,  but  highly  diverse  social-­‐environmental  performance   GOLDEN © 14  
  • 15. Data  Collec4on  Process   1 Archival  Data     Head  of  STRATEGY   2   1   2   3   4   5   6   Mapping  Strategic  Issues   Select  Strategic  Issues  Requiring   1   2   Deep  Internal  Change     SUSTAINABILITY/CR     Iden4fy  Change  Ini4a4ves  to  Respond  to     Selected  Strategic  Issues   A   B   C   D   E         3   STRATEGY   HR   CONTROL   R&D   SALES   OPERATIONS   SUPPLY  CHAIN   Implementa4on  Within  Func4ons   4 Stakeholder  Interviews   5 Execu4ve  Interviews   6 Survey  to  Middle  Managers  and  Employees   15  
  • 16. Mapping  Strategic     Sustainability  Issues   Strategy  department   CSR/Sust.  department   V   A   X   ✔ ✔ Z   ✔ B   ✔ Y   ✔ C   16  
  • 17. Func4on  Specific  Fact  Finding   Complete  the  knowledge  on  how  the  ini4a4ves  were  carried  out  within  the   different  func4ons  to  tackle  the  strategic  sustainability  issues   Func4on  specific  interview   Strategy   Probe  key  funcEonal  issues  and     how  they  were  tackled  with   Organiza4on/HR   change  iniEaEves     Change  towards   Management   FuncEonal  iniEaEves  for  change   sustainability?   accoun4ng/Finance   Object  of  change     For  each  iniEaEve   Mo4va4on   Origin   Environmental   Selec4on     Implementa4on  and  Diffusion   Investment   R&D/Innova4on   Results     Explana4on  of  Results   Supply  chain   How  is  sustainability  understood     in  the  funcEon  (open  quesEon)   Marke4ng/Sales     17  
  • 18. Manager‘s  Survey   Strategy   DescripEon  of  strategy  and  assessment  of  compe44ve   advantages   Cogni4ve  representa4on  of  sustainability     Sustainability  awareness   -­‐ Meaning  of  a  sustainable  company   -­‐ Sustainable  management  principles       Stakeholder  salience  and     Priori4zing  of  auen4on,   sa4sfac4on   PercepEon  of  stakeholder  sa4sfac4on     Sustainability  issues  &  ini4a4ves     Main  sustainability  issues  and  connected  ini4a4ves,   resource  alloca4on   Knowledge  management  and  evolu4on  of  new  ideas:     Knowledge  development   generaEon  ,  selecEon,  replicaEon  and  retenEon     Organiza4onal    architecture   IntegraEon  of  sustainability  in  working  prac4ces,   and  resource  alloca4on   incen4ve  systems  and  resource  alloca4on  decisions   Percep4ons  of  the  organizaEonal  milieu,  how  decisions   Organiza4onal  climate   are  made  and  conflicts  are  solved,  trust  levels)     Individual  traits   Decision  scenarios,  leadership  style,  personal  values   (Schwartz)  psychological  scales  (STAI)   18  
  • 19. An  Agent-­‐Based  Model  of   Sustainability-­‐Driven  Innova4on   Carmelo  Cennamo,  Bocconi  University   19  
  • 20. The  Study’s  Approach   Agent-­‐Based  Simula4on  Model       •  SimulaEng  dynamic  interacEon  of  autonomous   agents   •  Assessing  their  effects  on  the  system  as  whole   Learn  about  ideas  implementa4on  (#,  quality,   speed…)   20  
  • 21. Key  Actors  in  the  Model   Organiza4onal  Adap4ve  Capacity   Strategizing   Capabili4es   (growth,  compeEEve,   (sensing,  learning,   collaboraEve)   change)   Individual  Traits     Sustainability   (cogniEve  frame,   (economic,  social,   emoEons/moEvaEon,   environmental)   values,  leadership)   Organizing   Rela4onal  Quality   (governance,   (org.  climate,   structure,  HR  systems,   stakeholder   control/MIS)   collaboraEon   Context   (industry  dynamics,   insEtuEonal,  cultural,   macro-­‐economic)  
  • 22. Key  Blocks   Authority  of  agent  unit   SensiEvity  towards  sustainability  of  agent  unit   Probability  of  idea(s)  generaEon  of  agent  unit   Matrix  describing  probability  of  assessing  right   ambiEon  of  ideas   Viscosity  coeff.  (external  factors)  affecEng  the   speed  ideas  communicaEon  +  budget  constraint   22  
  • 23. Key  Blocks   Defini4on  of  Idea   •  AmbiEon   •  Quality   •  Time  of  development     •  Cost   •  Energy  =  quality  *   authority  of  generator   Quality  FuncEon:       𝑓(x)  =  xα    *  (1  –  x)β   23  
  • 24. Model  Func4oning   All  units  generate  ideas!   “Mature”  ideas  communicated  first  to   strategizing  unit   Once  communicated,  all  units  stop   exploraEon  of  ideas  to  focus  on  the   proposed  idea  at  stance   24  
  • 25. Model  Func4oning   Assessment  of  idea:   •  New  energy  =  perceived  energy  +  authority*sensiEvity   •  If  assessment  posiEve,  idea  communicated  to  next   funcEon   The  idea  needs  approval  by  all  units  before  being   implemented   Once  approved,  the  idea  is  assigned  resources   and  implemented.  (Units  go  back  to  generaEng  ideas)   25  
  • 26. Model  Func4oning   Three  Org.  Scenarios:   •  Hierarchical  organizaEon   •  Highly  hierarchical  organizaEon   •  Flat  organizaEon   26  
  • 27. Key  Findings  –  wrap-­‐up   ALL  units  have  similar  probability  of  seeing   their  ideas  implemented   Highly  hierarchical  structures  have  more   ideas  implemented,  though  process  not   opEmal  (higher  variance  in  quality)   27  
  • 28. Key  Findings  –  wrap-­‐up   Higher  sustainability-­‐based  capability   leads  to  larger  number  of  ideas   implemented   More  favorable  environments  (external   pressure)  lead  to  higher  engagement  in   sustainability  acEviEes  (but  lower  ambi4on)  
  • 29. Key  Findings  –  wrap-­‐up   Flat  organiza4ons  have  lower  rate  of  ideas   implemented  (and  idea  ambiEon)      -­‐  ‘VETO  POWER’  effect!  
  • 30. Limita4ons   Early  stage.  Fine-­‐tuning  of  the  model  needed!   E.g.  sensiEvity  towards  sustainability  of  agents  is   independent  of  corporate  culture,  HR  policies  may   affect  it   No  specific  account  for  learning  (besides  capability)   Need  to  tease  out  #  of  ideas  implemented  and  quality   of  ideas  (higher/lower  ambiEon)…   More  fine-­‐grained  analysis  by  modeling  scenarios