Handouts

Theories of the Firm and their Implications:

Theories of the firm: Contractual & Holistic Approach

-> Firms are blackbox => we need to explain some detail

  1. Explain firm existence
  2. Describe how firms transform input to output
  3. Resource Based View: allow to undesrtand the direction where to go in order to be better than the competitors.
  4. Firm behavior
  5. Firm goals

Neoclassical:

-> DEF: Firms looks like rational agents -> but people in firms could have contrary objs.

  • Analytical result
  • Idealized scenario of competition
  • Can’t account some complexity that happen in the real world.

-> Firms consist of different kinds of agents

  • Owner(s)
  • Providers of inputs: managers, workers

1. The contractual approach

  • Bundle of contracts
  • Diverse objectives within
  • No firm-level objectives

2. The holistic approach (including the neoclassical view)

-> Firm is a unique agent, the firm viewed as a series of routines.is like a boundle of resources and capabilities =>

  • Beyond linkages
  • Anthropomorphic vision
  • Firm-level objectives (no diverse objectives within)

1.Contractual Approach

-> PROBLEMS:

  1. Principal-Agent Problem:

-> In firms we have a form of delegation (Owners & Managers -agents that should act in the interest of owners- )

  1. Contractual Imperfections:

-> Explain why firms exist.

Principal-Agent Problem:

-> Separation Manager & Control is better for the company:

  • Owner-controlled firm: ownership = control (personal health is involved)
  • Managerial firm: ownership ≠ control  (Are specialized in managing tecniques)

-> Shareholders (principals) vs. managers (agents)

=> RESULT:

  • In Perfectly informed world => same outcomes, but in
  • Reality => asymmetric information (the one of the manager is much deeper) => discrepancy

-> Ownership fragmentation is negatively correlated with the incentive and ability to overcome these difficulties

-> Most large firms are owned by a large number of (relatively small) stakeholders.

-> MITIGATION:

  • Monitoring: there are some oganization advicers that monitor that managers are acting in the interest of stakeholders (BoD, board of directors)
  • Partial Alignment of incentives (profit-contingent compensation)

-> EX: stock option,

Managerial Theory:

-> FOCUS: managers may have different obj with respect of stakeholders => Managers don’t aim to maximise profit.

=> Managers’ Goals (sales maximization) ≠ Owners’ Goals (profit maximization)

-> The two goals are not perfectly correlated.

  • Acceptable levels of profit
  • Maximisation of their own utility

-> Managers prefer to maximize revenues bcse:

  • Compensation is often linked to revenues
  • Personal prestige & visibility
  • Strategic & financial freedom
  • Profit maximization may entail cost-cutting, which is often a difficult decision.
Bamoul Model
-> During decision-making period, CEO attempts to maximize sales. => Sales maximization is subject to the provision of a minimum required profit to ensure a fair dividend to shareholders. => CEO’s job stability is assured. => Conventional cost and revenue functions are are assumed Total costs increasing Demand curve is downward sloping -> DYNAMIC: TC 🔺 for economy of scale  max would stop the production when we reach total profit. Managers are just intrested in revenue maximalization. =>  from the shape of TC, . => IMPLICATIONS: Profits  rates are higher in owner-controlled firms than managerial firms. Higher ownership concentration, higher is the profit. -> Empirical Evidence is Mixed (the implication of this theory is not always

true) bcse is true that the separation btw ownership and managing create this phenomenon, but there are too some advantages (in some cases ✔️>>❌, in others ✔️<<❌).

📌1959, Business Behavior, Value & Growth

Team Productivity Theory:

-> FOCUS: team production has some tension aswell as the free riding tendency.

  • The theory try to solve it.

-> HP: firms production is a team endeavor.

  • Individual contribution can’t be always measured => The economic theory says that if we can’t measure people effort => Thery are going to free riding (-> Less profit).

=> Developing hierarchy and incentives we can monitor lower levels.

=> The Residual Claimant, owners of the firms that receives the remains of the budget, monitor who monitor.

=> Efficient Tema => Bigger Residual => Monitor has interest to promote efficiency of the tema.

Contractual Imperfections:

Transaction Cost Theory:

-> DEF: firms arise as a result of efficiency considerations, when

Production Cots + Coordination Costs < Market Price + Transaction Costs

PC: Cost like raw materials

CC: Coordinating the internal part of production.

MP:

TC: cost associated to each transactions:

  • Search and information costs
  • Bargaining costs
  • Policing and enforcement cost

=> Firms arise whenever the cost of transacting throught the market is greater than the cost of organizing transactions internally. Relevant determinants:

  • Bounded rationality: we are not perfectly rational => we can’t really maximize our function and find the best bargaining
  • Opportunism
  • Relationshipspecific investments: if I enter a transaction is not always easy to exit it.
  • Frequency of transactions: the more frequent a transaction the more i’m likely to economize a transaction with the boundaries of a firm.

-> HP: contact are not perfect => create problems in market transactions => we can’t perform every transaction in the market.

Property Rights Theory:

-> FOCUS: incompleteness of contracts

-> HP:

  1. Contracts are necessarily incomplete: it is impossible to specify provisions for any possible state of the world
  2. Renegotiations are likely to occur ex-post
  3. Property rights influence the relative bargaining position of parties during renegotiations, as they allow residual rights of control

-> Ex-ante incentives to transact may suffer, especially when a relationship-specific investment is required

-> Transactions may not happen even when mutually beneficial

-> Firms solve the problems arising from contract incompleteness

->  Like transaction costs theory, property rights theory is well-suited to explain both firm existence and vertical integration

2.Holistic Approach:

Resource Based View, RBV:

-> DEF: firms are seen as a set of boundles that define its performance.

-> FOCUS: profits are heterogeneous and sticky within markets & industries.

  • Doesn’t change the neoclassical profit max assumption
  • Is intrested in…
    • What is SCA,
    • How can SCA be achieved.
Neoclassical 
Firm 
Performance 
Structure-conduct- 
performance paradigm 
RBV 
Firm 
Performance 
Firm is a bundle of resources SCA: Sustainable Competitive Advantage (SCA) => Presistently high profit levels over time. One or more resources that other firms don’t have. Possession af a way to combine or deploy resources that other firms can not replicate. Possession of a combination of resources that are create the best “strategic fit” with the external environment.   <— DIFFERENCES with neoclassical theory

-> RESOURCES:

  • Physical: cash, plants, equipment, technology, access to raw materials.
  • Human: training, experience, judgment, decision-making skills, intelligence, relationships, knowledge.
  • Organizational:  Culture, reputation, formal reporting structures, control systems, coordinating systems, informal relationships.
ις ΤΗΕ RESOlJRCE OR CAPABlllTY...? 
ις ΤΗΕ COMPANY WEll...? 
ο 
ORGANlZED 
ΝΟ 
COMPETlTlVE 
ADVANTAGE 
SlJSTAlNED 
COMPETlTlVE 
ADVANTAGE 
VAlUABlE 
COMPETlTlVE 
DlSADVANTAGE 
RARE 
ΝΟ 
COMPETlTlVE 
PARlTY 
ΙΝΙΜΙΤΑΒΙΕ 
ΝΟ 
TEMPORARY 
COMPETlTlVE 
ADVANTAGE -> To understant if  resources create a competitive advantage we can use this test

-> CAPABILITIES: boundles of routines that allow a target deployment of resources to achieves some outcomes.

  • Ex: design, engineering, high-quality manufacturing fast product development.

📌Knowledge may lead to a peculiar kind of competitive advantage denoted as knowledge-based competitive advantage

  • Ability to accumulate knowledge is given by the firm’s absorptive capacity.

-> DYNAMIC CAPABILITIES: high-order capabilities related to the reconfiguration of resources and (lower-order) capabilities.

  • Intersection btw RBV and Revolutionary Review.
  • Underlie the abilty to sense opportunities and threats, seize opportunities and transform extant resources and capabilities.

-> TAKEAWAY:

  1. External environtment matters
  2. Some resources are key for a wide range of environments, others are not.
  3. Sometimes it is a matter of combining resources rather collecting resources.

Isolating Mechanisms:

-> Needed to prevent other firms from acquiring core resources. They are:

  • Path-Dependence: idea that context matters along time.
  • Intellectual Property Rights (IPR) mechanisms (e.g. patents, secrecy (you have a way to keep a boundle of technology hdidden))
  • Casual Ambiguity: it’s difficult to undestant where the advantage is coming from.

Evolutionary View of the Firm:

Yes 
Start 
Develop routines 
Follow the routines 
sfacto 
level of 
performance 
No 
Adjust the routines -> DEF: firms is a boundle of routines defined by straetgies & practices. Not accepted everywhere. Static equilibrium is the final point of a dynamic reaction (Firms are continuously investing in resources). -> IDEA: even assuming profit maximization, the… Bounded rationality, and the Unfeasible maximization    => Need for satisfactory (imperfect) criterion. -> Routines are genetic heritage => we have to search for new practices and strategies. Success 
New strategies and practices 
New routines 
(new genetic heritage) 
Firm survives 
Search 
Failure 
Firm out of the market 
EVOLUTION

Firm Growth:

-> DEF: strategy adopt by firms in order to become bigger.

  • Direction in which become bigger is arbitrary, depends on the variety of strategic factors.
  • Each direction has different value and different drivers.
  • Short-run: small period in which we can’t change productivity factors.
  • Long-run: we can change it

Introduction:

Boundaries:

1 
Horizontal 
2.2 
Departmen 
t store 
2 
Lateral 
2.1 Related diversif. 
2 2 Unrelated diversif. 
3 
Vertical 
3.1 Backward 
3.2 Forward 
4 
Importing 
tomato 
sauce 
1 
Pizza 
restaurant 
4 
2.1 
Burger 
restaurant 
3.1 
Mozzarella 
f ory 
Pizza 
restaurant 
3.2 
Home 
delivery 
International 
4 
Pizza 
restaurant in 
NYC -> When the firm decide to grow could meet different boundaries: HORIZONTAL: quantity of products -> Ex: open new facilities LATERAL: variety of products -> Ex: diversify in different businesses, creating new products VERTICAL: # of integrated steps along the supply chain -> Concern the supply chain (chain of operations carried out by different firms to elaborate the RM into final product and meed the customer). -> Ex: meet own supplier/ customer. INTERNATIONAL: geographical span of firm activities.

Diversification:

-> DEF: act to enter in industries in which the company is not yet.

  • Finance it: balance btw Internal Capital Market vs External Capital Market (debt & equity markets)

-> CHOICE depend on cost vs benefit analysis:

BENEFITSCOSTS
ECONOMIES of SCOPE: spreading the firm’s resources, capabilities and managerial talent over many uses Sharing of resources is the main driver.  EX-ANTE COSTS: implicit and explicit costs incurred to acquire a company or to set-up an entrepreneurial venture
OTHER SYNERGIES: Addition of value to extant businesses, transfer of skills and knowledge, cross-business collaborationEX-POST COSTS: coordination costs, reduction in incentives, slower information flows

=> Three conditions should be satisfied:

  • Attractiveness test: the target industry should be structurally attractive
  • Cost of entry test: the cost of entry should not exceed (expected) future profits stemming from the target industry
  • Better-off test: strong synergies should be present between the two businesses (2+2->6)

-> AIM: understanding where are very strong synergies.

Benefits:

  1. Social Prominence, public prestige & political power
  2. Limit managerial risk: deiversifying limits managers’ risk of achiving a poor profitability overall (Corporate Governance issues).

-> How Mitgates Corporate Governance Issues?

  1. Monitoring (e.g. board of directors)
  2. Incentives to managers (e.g. profit-based compensation)
  3. Capital market discipline (e.g. takeovers risk)
  4. Labor market discipline (e.g. managers reputation)

1)Board of Directors:

-> OBJ: Monitor management to ensure that actions are taken to increase shareholder value.

  • High-level managers may exert considerable control over the selection of new directors => Important to have external/ independent members of BoD.

2)Incentives to Managers:

-> OBJ: link compensatoin of manager to the value of shares of the company they direct

  • To realign managerial incentives.
  • Employee stock options.

3)Capital Market Discipline:

-> IDEA: if bad managers are running a company:

  • Tends to overpay for diversifying acquisitions
  • Market ends up internalising this information, expecting this managers to overpay for additional acquisitions in the future.

=> Firm’s shares’ market price falls immediately

-> The opportunity arises for another entity (raider) to try a hostile takeover and appoint its own managers, with the potential to increase profitability thanks to a better management

-> Capital market discipline deters inappropriate management

4)Labor Market Discipline:

-> Managers’ reputation circulates in the labor market

  • Potential employers know whether managers pursue personal goals or organizational ones

-> TAKE AWAY:

  • Diversification allow the business to grow and benefit from synergies
  • Diversification is optimal only when its beneits (i.e. economies of scope & other synergies) outweigh its costs (both ex-ante and ex-post)
  • Empirical Studies show that the performance of diversified firms is, on average, lower than the one of more focused firms: this is probably due to the fact that diversification happens more often than it should, due to self-interested managers

1.Vertical Integration:

-> DEF: the combination in one firm of two or more stages of production normally operated by separate firms.

  • If there are two firms independent to those different stages => is a non-integration example.

PTD, Property Rights Theory:

-> Integration determines:

  • Who control resources
  • Who makes decisions
  • Whom profits are allocated.

-> Appropriate Ownership Structure is conducive to Efficiency

Residual Right of Control:

-> DEF: right to decide on all the situations that are not included in the contract

  • Residual Rights of Control over assets belong to the owner of such assets
  • Vertiacal integration transfer the redisual rights of control over the assets of the vertically integrated firm to the vertically integrating firm.

Transaction Costs:

-> They decrease (higher strategic control, no hold-up problem)

-> ❌ Coordination costs rise!!

✔️ Advantages: Disadvantages:
Lower transaction costs (search, negotiating, enforcement and monitoring costs) Strategic independence Better control on multiple business dimensions (e.g. quantity,  quality and timing of supply) Know-how protection (e.g. protection against potential intellectual property losses and knowledge spillovers)Often lower technical efficiency (especially at the beginning): external providers usually benefit from strong economies of scale and learning, due to specialization and demand aggregation of several customers Higher coordination costs Higher commitment: it is typically more difficult to divest a business than to terminate a contract

-> Example: Case PepsiCo

-> PC has two types of bottlers:

  1. Independent (no PC authority on how operations are managed)
  2. Company owned (PC has the ultimate authority over how the bottling assets are deployed)

2.Make-or-Ally-or-Buy choice:

Intermediate Forms:

  1. Tapered integration (making some and buying the rest)
  2. Licensing (e.g. franchising, the right to use a firm’s business model and brand for a prescribed period of time)
  3. Joint ventures (cooperation on a new joint firm) and strategic alliances (cooperation on a joint project)
1.Tapered Integration:

-> DEF: Mixture of vertical integration and market exchange (i.e. co-sourcing, making some and buying the rest)

AdvantagesDisadvantages
Additional input/output channels without massive capital investmentsLoss of economies of scale
Credible threat of substituting internal channels with the market in case of poor performance (and viceversa)Coordination between the two production units (product specs, delivery times…)
Information about costs and profitability from internal operations -> better negotiations with market firmsPossible bias in judgement (e.g. the firm may mistakenly establish the performance of an inefficient internal supplier as the standard)
Internal supply capabilities -> protection against potential hold-up 
2.Licensing > Franchising:

-> EX: McDonald’s

✔️ Pros:

  • Split Tasks:
    • Franchision performs tasks involving substantial scale economies: spreed costs with franchisees
    • Franchisees build and operate the business
  • Underperformance is limited thorugh tight quality controls and frequent surprise inspections

❌ Cons:

  • Damage to brand reputation => everything have to be defined in each particular
3.Strategic Alliances & Joint Ventures:

-> DEF: Organizing complex business transactions collectively without sacrificing autonomy:

  • Strategic alliance: cooperation, coordination, information and resource sharing for a joint project by the participating firms
  • Joint venture: particular type of strategic alliance where a new independent organization is created and jointly owned by the promoting firms.

-> TYPE:

  • Horizontal (firms in the same industry)
  • Lateral (firms in different industries)
  • Vertical (firms at different stages of the supply chain)

-> Alliances rely more on trust, reciprocity, cooperation and information sharing than arm’s length contracts do

  • Disputes are rarely litigated and tend to be resolved through negotiation
  • Risk of knowledge spillover effect

-> CHAR of SA & JV:

  1. Impediments to comprehensive contracting
  2. Relationship-specific assets by both parties
  3. Complementarities between the resources and capabilities of the parties involved
  4. Advantages in terms of information, knowledge sharing and contextual adaptation (e.g. internationalization)
  5. Transitory nature of the collaboration opportunity

-> DRAWBACKS:

-> Risk of losing control over proprietary information:

  • Intensive knowledge sharing necessary
  • Intellectual property protection mechanisms may be ineffective

-> Agency & Influence costs

  • Coordination issues
  • No formal mechanisms for making decisions
  • No formal mechanisms for resolving disputes

2.Internationalization:

-> DEF INTERNATIONALIZATION: firm involvement beyond the home coutry boundaries. When firm expanding beyond our national boundaries & it is a key decision in the business & wide  area of research in business & management.

  • Connected with the decision to keep the business in the country or moving in others.

Stylized Facts:

-> ENABLERS:

  • Improved coordination & tecombination capabilities due to advances in ICT
  • Modularization & standardization of complex tasks
  • Improvement in thecapability of emerging economies.

 

The smile of Value Creation:

Value 
Added 
3 
Knowledge 
Inputs 
Location 
> 
Location 2 
3 
O 
I.ocatiOn -3 
O 
Marketing 
Knowledge 
Markets 
1 
I,ncation 4 
VALUE CHAIN DISAGGREGOTION 
Source: Mudambi 2007, p. 206) “></td><td>-> <strong>DEF</strong>: desccribe how firms slice their value chain with the view of optimize international production. -> The value of the product result in a series of operation: R&D it’s at the basis of the value of the product, bcse it’s related to the desing and technical specification of a product. Marketing relates on the perception of the product => influence & increase the willingness to pay of customers. => Multinational companies should centralize the most value adding activities by performing them at the headquarter and offshore the other activities in developing countries (simple activities are delegate).</td></tr></tbody></table></figure>



<p>-> Since the focus is moved from product to customers => firms focused on control the quality (while sacrifice it for efficiency), focus on a good positioning in the market (while to produce more).</p>



<ul class=
  • Thanks to technologies that allow back shoring.
  • 60s-80sToday
    Manual and labor intensiveTechnology and capital intensive (the impact of ICT)
    Orientation towards productionOrientation towards customers
    One productProduct diversification
    National business contextInternational business context
    Long product life cycleShort product life cycle
    Loyal customersUnstable and demanding customers’ needs
    Mere profit maximizationGreater attention towards social, environmental and ethical issues

    -> AFTER OFFSHORING some companies decide to re-shore, backshore & near-shore, bcse:

    • Changes in priorities (cost vs differentiation)
    • Emergence of technological enablesr (3D Printing)
    • Managerial mistakes.

    Definitions:

    EXPORT: simple trade flows between conutries

    INTERMEDIATE FORMS: garant indirect presence in other countries (e.g. osme types of licensing agreements & strategic alliances)

    FOREING DIRECT INVESTMENT (FDI): establishment of a controlling interest into another country:

    • GREENFIELD INVESTMENTS: totally green field in front to you, you build a totally new firm from scratch
    • JOINT VENTURES: when the third entity being created is abroad
    • ACQUISITIONS: purchase of an existing local firm.

    CONTROLLING INTEREST: control the production activity in the other country, not just to import some final goods produced by another company.

    MNEs Multinational Enterprises: are directly linked to multinational corporations, bcse they need a controlling interest.

    FDI: Foreign Direct Investments

    MNCs: Multinational Corporations

    Economic Theories of MNCs

    -> There was lot of betrade about trade.

    • Was an economic point
    • Bottom line: determinants of exchanging funds are given by interest rates.

    -> DRIVERS:

    • Determinant of movement goods (trade) is the difference in factor endowments
    • Determinant of movement funds (capital) is the difference in interest rates

    => Each country has to specialize in the economic activity that it’s doing best regarding to the factor endowments.

    -> The Economic Theories of MNCs are:

    1. Hymer’s seminal contributions
    2. Dunning’s eclectic paradigm
    3. Verbeke’s dynamic framework

    A.Hymer’s Seminal Controbutions:

    -> DEF: FDI (Foreign Direct Investments) are more important than the movement of funds & goods from a business stand point.

    • Allow firms to grow internationally
    • Bcse decision to internationalize is one of the most important strategic deicion of firms that allow them to grow internationally & alter international landscape.

    -> Hymer distinguishes btw:

    • Portfolio Investment (purely financial investment)
    • Exports
    • Foreing Direct Investments providing the firm control over the business activities abroad.

    -> Liability of Foreignness (FDI extra costs & risks):

    • Cost of communication & acquisition of information in a different cultural, linguistic, legal, economic & political context
    • Cost of international coordination
    • Cost due to less favorable treatment given by host contries’ government
    • Risk of exchange rate fluctuations

    => MNC’s competitive advantage must be so strong as to overcome the liability of foreignness

    B.Dunning’s Eclectic Paradigm:

    -> DEF: synthesis of previous approaches to study why firms become MNCs in a comprehensive framework.

    -> Degree & structure of foreign activities depend on the existenc of 3 types of advantage:

    • OWNERSHIP ADVANTAGES: firm specific resource is conduced to a competitive advantage and there are some isolated mechanisms

    -> Firm’s specific factors of CA.

    -> Essential to enable internationalization bcse if a firm don’t have them => Can’t compete in its country.

    • LOCATION ADVANTAGES: advantages intrinsic to the selectable location.
    • INTERNATIONAL ADVANTAGES: reasons why is beter to conduct the activity inside the frim than otherwise
    Internalization advantages:

    -> DEF: when there are activitites that are runned inside and bring a CA:

    • RESOURCE SEEKING: search for cheap or productive resources
    • MARKET SEEKING: search for new markets
    • EFFICIENCY SEEKING: international division of production aimed at increasing efficiency fhrough selective exploitation
    • ASSET SEEKING: development of international presence aimed at acquiring strategic assets
    Problems:
    • It’s static model
    • It is well-suited to give a snapshot of the drivers of internationalization, but it fails to account for expansion dynamics
    • It doesn’t consider the evolution of resources and capabilities thanks to international presence
    • Renewal of competitive advantage is neglected

    C.Verbeke’s Dynamic Framework:

    -> DEF: framework that conceptualize the driver of international expansion.

    -> Passive COMPONENTS:

    • Internationally transferable firm-specific advantages (non-location-bound FSAs)
    • Non-transferable firm-specific advantages (location-bound FSAs)
    • Location advantages and disadvantages.
    • Resource recombination, and value creation through it

    -> We are incentivised to recombined resources. Competing internationally we have a variety of knowledge and we have to make an effort to adapt to those new location, that as as output the know-how that we can adapt to our company.

    • Complementary resources of external actors: competing abroad we wouldn’t have the same resources => We should rely on outside complementary partner.
    • Bounded rationality: underlies the transaction costs.
    • Bounded reliability: human beings are unreliable -> Uncertainty.

    -> Non-location bound FSAs, location-bound FSAs and location advantages refer to the bundle of resources in the firm’s possession.

    -> They can be distinguished based on

    • Mobility (transferable vs non-transferable)
    • Availability (firm-specific vs location-specific)

    -> Location advantages can be exploited by any firm operating in that location. However, they do not benefit every firm in the same way

    -> By expanding internationally, a MNE relinquishes its location-bound FSAs and its home country location advantages. However, it benefits from the host country location advantages

    Future Prospects:
    • Recombination and complementary resources of external actors capture dynamic features such as innovation, adaptation and evolution
      -> Whirepool, a washing machine company in india. To penetrate the market they had to emphatise the white color, recognised by citizens as pureness. => Culture change when you go abroad and companies has to adapt. The recombination of resources can lead to powerfull know how.
    • Complementary external resources may be needed for effective deployment of FSAs, especially in the initial phases of the expansion (dynamic adaptation)
    • Resource recombination is essential to reinvigorate the MNE’s competitive advantage, developing new resources and capabilities by selectively integrating existing ones with newly acquired ones
    • Skillful resource recombination leads both to the upgrading of existing (non-location-bound and location-bound) FSAs and the development of entirely new ones
    • Bounded rationality and bounded reliability capture uncertainty

    -> Not all the information are available.

    -> Bounded reliability: besides including opportunism intended as “self-seeking interest with guile” (Williamson, 1979), it includes sources of benevolent preference reversal, such as reprioritization in good faith and failure to deliver on overcommitments

    Advantages:
    • It highlights the importance of the transferability of (some) FSAs abroad and their degree of complementarity with the host-country location advantages 
    • It accounts for environmental complexities (not only bounded rationality, but also bounded reliability)
    • It captures international determinants of the evolution of competitive advantage over time
    Sum Up:
    • Consider interplay btw firm-specific (ownership) and location advantages before expanding internationally
    • Be aware you may need to borrow complementary resources, especially in the first phases
    • Modern internationalization is mostly about strategic positioning: do not adopt a short-term exploitation-oriented vision, but consider the possibility to tap into heterogeneous sources of knowledge and recombine them
    • Do not forget about bounded rationality, bounded reliability and the liability of foreignness

    R&D sites in IB:

    -> Knowledge is mainly generated in R&D sites:

    • Home-base augmenting sites: sites designed to augment the R&D capabilities of the MNE by absorbing knowledge in strategic locations and transferring it to the home base.
    • Home-base exploiting sites: sites designed to exploit the R&D capabilities of the firm by transferring key knowledge from the home base to the foreign R&D site and from there to local manufacturing and marketing.

    -> Graphical rappresentation of the blow of knowledge:

    AI and IB:

    -> AI reduces the sources of uncertainty plaguing IB.

    • Bounded rationality: AI decreases bounded rationality by strengthening firms’ ability to gather and synthesize information about the present world and predict its future states.
    • Bounded reliability: AI decreases bounded reliability by bringing down search and monitoring costs and by reducing the sources of benevolent preference reversal.

    -> At the same time, it makes it easier to find and integrate complementary resources of external actors, by facilitating the identification of resource (particularly knowledge) gaps.

    FSAs:

    -> AI generates new key FSAs:

    • Ability to accumulate & leverage AI-relevant knowledge;
    • Ability to accumulate, leverage & maintain a heritage of structured & unstructured data, which is dynamically re-assessed as new data become available.
    • Development of high-level capabilities, like orchestrating data acquisition from internal & external sources, positioning in strategic data sharing networks and impelementing data integration frameworks.
    • Development of corresponding low-level reoutines, such as data crawling and web scraping
    • The ability to combine knowledge sourced by traditional means with knowledge generated through AI-driven data elaboration.

    Location Choices:

    -> AI enables more accurate and fruitful location choices:

    • Estimating locatoin advantages
    • Identificating resources and capability gaps
    • Identificating complementarities btw internationally transferrable FSAs and location advantages
    • Allowing the dynamic adaptation to local peculiarities
    • Increasing the speed & quality of knowledge flows throughout MNE.

    Results:

    => Home-based Augmenting Sites become even more important.

    • Sourcing of data compounds sourcing of knowledge
    • The possibility to virtualize tacit knowledge makes knowledge (and) data sourcing even more relevant, as knowledge can be more effectively diffused throughout the MNE.

    => Home-based Augmenting & Home-Based Exploiting Sites is likely to become more blurred:

    • Possibility to extract valuable insights from manufacturing, marketing & operations endows eve exploiting sites with the capability to augment the MNS’s overall knowledge base and data heritage.
    • Bidirectionalities become more prominent, as AI is capable of uncovering hidden patterns in heterogeneous data. Thus, the knowledge feedbacks from exploiting sites to the home-base R&D sites become more valuable (especially when aggregated).

    => However, lack of adequate complements has dangerous consequences:

    • Biased datasets entail biased internationalization choices.
    • Global competition is highly dynamic: failure to update and reconfigure algorithms as external conditions evolve may lead to costly mistakes.
    • Despite its huge analytic and creative potential, AI often lacks context and cross-domain sensitivity. Managers should maintain a positive but critical stance on AI outcomes, aiming to complement them rather than take them at face value.
    • Lack of AI-relevant knowledge, domain-specific knowledge, data of adequate number and variety, and/or cognitive ambidexterity may severely limit or even revert the enhancing potential of AI.

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