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BEHIND
      ACQUISITIONS OF
     ALLIANCE PARTNERS:
             EXPLORATORY
            LEARNING AND
               NETWORK                                      Paper Review by Akshay S. Bhat, XLRI
            EMBEDDEDNESS

                                 Academy of Management Journal
                                  2011, Vol. 54, No. 5, 1069–1080.
1/24/2013                  Akshay S Bhat, XLRI Jamshedpur                                 1
Abstract



• Acquisition Literature dominated by
  economistic and atomistic assumptions
• This study extends acquisition research by
  integrating behavioral learning and social
  network perspectives to examine acquisitions
  of alliance partners
• At dyadic level, how learning's from one
  acquisition can drive subsequent acquisitions
• US industry empirical support to theory
1/24/2013        Akshay S Bhat, XLRI Jamshedpur   2
Learning   • Exploration v Exploitation



                • Joint brokerage positions
   Networks       and relative uncertainity

1/24/2013       Akshay S Bhat, XLRI Jamshedpur   3
Alliances and Networks
                 important for
               external resources
             (Wang & Zajac, 2007)



                                       Albeit literature
                                       treats them as
                                     parallel, firms often
                                      ACQUIRE alliance
                                           partners



                                                                     What drives
                                                                   acquisitions of
                                                                 alliance partners?



1/24/2013                       Akshay S Bhat, XLRI Jamshedpur                        4
Prior
                                     Research




                                                                           Paid less
                                                                           attention
                                                                               on
                   Financial     Transaction          Agency      Real
      Economic   Explanations       Costs                                  Behavior
                                                     conflicts   Options
                                                                             al and
                                                                           Network
                                                                            Drivers




1/24/2013                   Akshay S Bhat, XLRI Jamshedpur                         5
This paper
                                           bridges these
                                           two theories
                                           (Motivation)



            Firms embedded
               in network
              relationships

                                           Behavioral
                                           Decisions
                                        Important in AQD




1/24/2013         Akshay S Bhat, XLRI Jamshedpur           6
Critical but
                      Alliance                   Link the
  unexplored
                   attributes and              segmented     Synthesis type
   drivers for
                   networks will                literature    of research
 acquisitions to
                   be considered                 together
  be explored




1/24/2013                 Akshay S Bhat, XLRI Jamshedpur                      7
Research Question

                                                             acquisitions of
                                                             alliance
                                               drive their   partners?
                                               subsequent
                   and
                   embeddedness
  How do firms’    in their alliance
  learning in      networks
  alliances




1/24/2013                  Akshay S Bhat, XLRI Jamshedpur                      8
• Firms rely on part
                               experience
                             • Prior studies focused on
                               direct experience
                             • Role of firms from alliance
                               networks
                             • Role of learning was
                               explored by the authors
                             • Exploration v exploitation
                               alliance

1/24/2013   Akshay S Bhat, XLRI Jamshedpur                   9
• Opportunity seeking
                              vehicles
                      • Experiment with new
                             knowledge
                      • Access Partners tacit
                             knowledge
                    • Evaluate intrinsic sources
                    • Build new competancies


1/24/2013   Akshay S Bhat, XLRI Jamshedpur    10
Schumpeterian
                                               Rents is the
                                                 focus
                                             Focus is not to
                                              discover new
                                             knowledge but
                                             refine existing
                                                   one




                                             Authors argue :
                                              exploration
                                                 better




1/24/2013   Akshay S Bhat, XLRI Jamshedpur                     11
Authors argue..
• Firms are not atomistic players (disparate
  elements)
• Firms rather are relational entities
• Subject to opportunities and constraints
• Exploratory learning thrives in an open
  network
• Although previous work talks a bit about
  network embeddness it has focused on
  imitation mechanisms
1/24/2013         Akshay S Bhat, XLRI Jamshedpur   12
ALLIANCE LEARNING, NETWORK
  EMBEDDEDNESS, AND ACQUISITIONS
 • Alliances and Networks  external resources
           • Alliance  Partial Control
     • Acquisition  Full Control (Complete
                     ownership)
  • Alliance involves piecemeal decision making
      • Acquisition  Sunk cost/irreversible


1/24/2013         Akshay S Bhat, XLRI Jamshedpur   13
•   Both to access external resources
            •   Common motivations (Synergy)
            •   One may inform the other
            •   Both developed independently
            •   No cross fertilization between the two

1/24/2013              Akshay S Bhat, XLRI Jamshedpur   14
Authors argue…
• Firms are adaptively “learning”
• March (1991) provided a ex-exp framework to
  deal with alliance heterogeneity
• Both exploratory and exploitation lead to
  evaluation of the partners tacit knowledge
  however exploratory has an advantage
• In addition to learning, acquisitions do not
  take place in vacuum
• They are embedded in a broad social context
1/24/2013        Akshay S Bhat, XLRI Jamshedpur   15
Authors propose.. (with help from
                other scholars)
• Important to integrate the behavioral learning perspective
  and social network perspective
• Learning thru awareness increases partners value, such
  learning takes place in network embeddness
• Actual awareness contingent upon a firms motivation and
  capability
• Two constructs for network embeddedness
      – Joint Brokerage Positions
      – Relative Centrality
• Acquisitions don’t take place in vacuum but wrt
  embeddedness in a social and economic context
• But important to integrate behavioral context

1/24/2013                   Akshay S Bhat, XLRI Jamshedpur     16
Constructs
• Joint Brokerage refers to the collective
  network openness enjoyed by two firms in an
  alliance
• Relative centrality refers to the asymmetry in
  network positions between two alliance
  partner firms



1/24/2013         Akshay S Bhat, XLRI Jamshedpur   17
Effects of Alliance Learning
                                                               Firm risk taking


                                                        Understand partners resources

                                                       Increases understanding of true
                                                                    value

                                                       Knowledge search and creation

                                                      Close interaction and shared value
                                                                   creation

                                                               More dynamic

                                                       Understanding partners is more
                                                                important


1/24/2013            Akshay S Bhat, XLRI Jamshedpur                                      18
Effects of Alliance Learning

                                                 • Maximize value of
                                                   existing resources
                                                 • No interactive
                                                 • More focus on
              Exploitation                         status quo
                                                 • Easy for managers
                                                   to describe roles
                                                   and relationships
                                                 • Less ambiguity


1/24/2013            Akshay S Bhat, XLRI Jamshedpur                     19
Therefore

              Hypothesis 1. Compared with
            exploitation alliances, exploration
                 alliances are more likely


                to result in acquisitions of
                     alliance partners.


1/24/2013       Akshay S Bhat, XLRI Jamshedpur   20
Moderating Roles of Network
                 Embeddedness
• McFadyen and Cannella : Resources in
  Exploration may turn into liabilities in
  Exploitation if tasks at hand do not match with
  its network structure
• How partners leverage their network
  embeddedness is important as scope is not
  only for network embeddedness but also
  induce potential power conflicts

1/24/2013            Akshay S Bhat, XLRI Jamshedpur   21
Two important Dimensions of Network
          Embeddedness



                                  Joint
          Network                                        Relative
                                Brokerage
        Embeddedness                                    Centrality
                                positions




1/24/2013              Akshay S Bhat, XLRI Jamshedpur                22
Joint Brokerage Positions



                           •First, the increased value of exploration
                            alliances can alleviate firms’ qualms about the
                            true value of partner firms and increase their
                            confidence and motivation regarding
                            internalizing the alliance activities through
                            acquisition (Baum & Ingram, 2003).
                           •Second, interpartner conflicts may provide
                            more incentives to initiate acquisition of
                            partner firms, which can resolve these
                            conflicts and also yield more benefits through
                            internalization and hierarchical control
                            (Dussauge et al., 2000).
1/24/2013           Akshay S Bhat, XLRI Jamshedpur                            23
And therefore they hypothesize

                 Hypothesis 2. A high
              degree of joint brokerage
                 occupied by alliance
                firms strengthens the
                 positive relationship
                 between exploration
              alliances and subsequent
               acquisitions of alliance
                       partners.



1/24/2013         Akshay S Bhat, XLRI Jamshedpur   24
Relative Centrality




1/24/2013       Akshay S Bhat, XLRI Jamshedpur   25
And therefore they hypothesize


              Hypothesis 3. A high level
                  of relative centrality
                between alliance firms
              strengthens the positive
                 relationship between
              exploration alliances and
               subsequent acquisitions
                  of alliance partners.



1/24/2013         Akshay S Bhat, XLRI Jamshedpur   26
Methods
• Sample
      – US Computer Industry
      – SW/Hardware
      – Industry alliance network using two decision rules
            • Types of relationship between alliances et al.
            • Attributes of those actors
               – (at least one alliance)




1/24/2013                       Akshay S Bhat, XLRI Jamshedpur   27
Dependent Variables



            • Acquisition of Alliance partners




1/24/2013             Akshay S Bhat, XLRI Jamshedpur   28
Independent Variables
• Exploration Alliance Index
• Joint Brokerage Positions
• Relative Centrality




1/24/2013         Akshay S Bhat, XLRI Jamshedpur   29
Control Variables
•   Equity Alliance Index
•   Strategic Interdependence
•   Asymmetry in firm size
•   Combined Financial Resources
•   Competitor Alliance Index




1/24/2013          Akshay S Bhat, XLRI Jamshedpur   30
Analysis
• Dependent variable is dichotomous
• Logistic Regression Analysis was run
• Multiple observations for a dyaid of several
  years




1/24/2013         Akshay S Bhat, XLRI Jamshedpur   31
Contributions (1)



 New way of looking at
                                 Finding that
 acquisition research by                                     Findings that firms are
                           learning, behaviour and
  looking at behavioral                                      interlinked, embedded
                                acquisition are
      and rational                                                 in networks
                                  interlinked
      perspectives




1/24/2013                   Akshay S Bhat, XLRI Jamshedpur                         32
Contributions (2)



            Bridges two             Learning                Extends prior
             separate                affects               social network
                                   acquisitions               literature
              streams




1/24/2013                 Akshay S Bhat, XLRI Jamshedpur                    33
Limitations + Future Research
• Only one industry studied for the sake of
  simplicity and accuracy
• Aspiring scholars can extend and generalize
  based on their findings
• Isolated researches on acquisitions, alliances
  and learning



1/24/2013             Akshay S Bhat, XLRI Jamshedpur   34
My Critique
• Tautological
• They have shown behavior and learning
  impacts but how exactly has not been covered
  in detail, but I appreciate that they have
  acknowledged it
• How learning happens (Dominant v Servile)



1/24/2013        Akshay S Bhat, XLRI Jamshedpur   35

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Behind Acquisitions of Alliance Partners: Exploratory Learning, Network Embeddedness, and Subsequent Acquisitions

  • 1. BEHIND ACQUISITIONS OF ALLIANCE PARTNERS: EXPLORATORY LEARNING AND NETWORK Paper Review by Akshay S. Bhat, XLRI EMBEDDEDNESS Academy of Management Journal 2011, Vol. 54, No. 5, 1069–1080. 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 1
  • 2. Abstract • Acquisition Literature dominated by economistic and atomistic assumptions • This study extends acquisition research by integrating behavioral learning and social network perspectives to examine acquisitions of alliance partners • At dyadic level, how learning's from one acquisition can drive subsequent acquisitions • US industry empirical support to theory 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 2
  • 3. Learning • Exploration v Exploitation • Joint brokerage positions Networks and relative uncertainity 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 3
  • 4. Alliances and Networks  important for external resources (Wang & Zajac, 2007) Albeit literature treats them as parallel, firms often ACQUIRE alliance partners What drives acquisitions of alliance partners? 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 4
  • 5. Prior Research Paid less attention on Financial Transaction Agency Real Economic Explanations Costs Behavior conflicts Options al and Network Drivers 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 5
  • 6. This paper bridges these two theories (Motivation) Firms embedded in network relationships Behavioral Decisions Important in AQD 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 6
  • 7. Critical but Alliance Link the unexplored attributes and segmented Synthesis type drivers for networks will literature of research acquisitions to be considered together be explored 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 7
  • 8. Research Question acquisitions of alliance drive their partners? subsequent and embeddedness How do firms’ in their alliance learning in networks alliances 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 8
  • 9. • Firms rely on part experience • Prior studies focused on direct experience • Role of firms from alliance networks • Role of learning was explored by the authors • Exploration v exploitation alliance 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 9
  • 10. • Opportunity seeking vehicles • Experiment with new knowledge • Access Partners tacit knowledge • Evaluate intrinsic sources • Build new competancies 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 10
  • 11. Schumpeterian Rents is the focus Focus is not to discover new knowledge but refine existing one Authors argue : exploration better 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 11
  • 12. Authors argue.. • Firms are not atomistic players (disparate elements) • Firms rather are relational entities • Subject to opportunities and constraints • Exploratory learning thrives in an open network • Although previous work talks a bit about network embeddness it has focused on imitation mechanisms 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 12
  • 13. ALLIANCE LEARNING, NETWORK EMBEDDEDNESS, AND ACQUISITIONS • Alliances and Networks  external resources • Alliance  Partial Control • Acquisition  Full Control (Complete ownership) • Alliance involves piecemeal decision making • Acquisition  Sunk cost/irreversible 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 13
  • 14. Both to access external resources • Common motivations (Synergy) • One may inform the other • Both developed independently • No cross fertilization between the two 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 14
  • 15. Authors argue… • Firms are adaptively “learning” • March (1991) provided a ex-exp framework to deal with alliance heterogeneity • Both exploratory and exploitation lead to evaluation of the partners tacit knowledge however exploratory has an advantage • In addition to learning, acquisitions do not take place in vacuum • They are embedded in a broad social context 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 15
  • 16. Authors propose.. (with help from other scholars) • Important to integrate the behavioral learning perspective and social network perspective • Learning thru awareness increases partners value, such learning takes place in network embeddness • Actual awareness contingent upon a firms motivation and capability • Two constructs for network embeddedness – Joint Brokerage Positions – Relative Centrality • Acquisitions don’t take place in vacuum but wrt embeddedness in a social and economic context • But important to integrate behavioral context 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 16
  • 17. Constructs • Joint Brokerage refers to the collective network openness enjoyed by two firms in an alliance • Relative centrality refers to the asymmetry in network positions between two alliance partner firms 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 17
  • 18. Effects of Alliance Learning Firm risk taking Understand partners resources Increases understanding of true value Knowledge search and creation Close interaction and shared value creation More dynamic Understanding partners is more important 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 18
  • 19. Effects of Alliance Learning • Maximize value of existing resources • No interactive • More focus on Exploitation status quo • Easy for managers to describe roles and relationships • Less ambiguity 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 19
  • 20. Therefore Hypothesis 1. Compared with exploitation alliances, exploration alliances are more likely to result in acquisitions of alliance partners. 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 20
  • 21. Moderating Roles of Network Embeddedness • McFadyen and Cannella : Resources in Exploration may turn into liabilities in Exploitation if tasks at hand do not match with its network structure • How partners leverage their network embeddedness is important as scope is not only for network embeddedness but also induce potential power conflicts 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 21
  • 22. Two important Dimensions of Network Embeddedness Joint Network Relative Brokerage Embeddedness Centrality positions 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 22
  • 23. Joint Brokerage Positions •First, the increased value of exploration alliances can alleviate firms’ qualms about the true value of partner firms and increase their confidence and motivation regarding internalizing the alliance activities through acquisition (Baum & Ingram, 2003). •Second, interpartner conflicts may provide more incentives to initiate acquisition of partner firms, which can resolve these conflicts and also yield more benefits through internalization and hierarchical control (Dussauge et al., 2000). 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 23
  • 24. And therefore they hypothesize Hypothesis 2. A high degree of joint brokerage occupied by alliance firms strengthens the positive relationship between exploration alliances and subsequent acquisitions of alliance partners. 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 24
  • 25. Relative Centrality 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 25
  • 26. And therefore they hypothesize Hypothesis 3. A high level of relative centrality between alliance firms strengthens the positive relationship between exploration alliances and subsequent acquisitions of alliance partners. 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 26
  • 27. Methods • Sample – US Computer Industry – SW/Hardware – Industry alliance network using two decision rules • Types of relationship between alliances et al. • Attributes of those actors – (at least one alliance) 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 27
  • 28. Dependent Variables • Acquisition of Alliance partners 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 28
  • 29. Independent Variables • Exploration Alliance Index • Joint Brokerage Positions • Relative Centrality 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 29
  • 30. Control Variables • Equity Alliance Index • Strategic Interdependence • Asymmetry in firm size • Combined Financial Resources • Competitor Alliance Index 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 30
  • 31. Analysis • Dependent variable is dichotomous • Logistic Regression Analysis was run • Multiple observations for a dyaid of several years 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 31
  • 32. Contributions (1) New way of looking at Finding that acquisition research by Findings that firms are learning, behaviour and looking at behavioral interlinked, embedded acquisition are and rational in networks interlinked perspectives 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 32
  • 33. Contributions (2) Bridges two Learning Extends prior separate affects social network acquisitions literature streams 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 33
  • 34. Limitations + Future Research • Only one industry studied for the sake of simplicity and accuracy • Aspiring scholars can extend and generalize based on their findings • Isolated researches on acquisitions, alliances and learning 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 34
  • 35. My Critique • Tautological • They have shown behavior and learning impacts but how exactly has not been covered in detail, but I appreciate that they have acknowledged it • How learning happens (Dominant v Servile) 1/24/2013 Akshay S Bhat, XLRI Jamshedpur 35