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Mergers and Acquisitions Among Agricultural Cooperatives: Why

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Stage 2 - Individual binary choice models (Probit) Prob(y=1) = f(X, sector dummy variables, ... Probit Model of Combination Activity. Post-Merger Performance ... – PowerPoint PPT presentation

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Title: Mergers and Acquisitions Among Agricultural Cooperatives: Why


1
Mergers and Acquisitions Among Agricultural
Cooperatives Why?
  • Timothy Richards and Mark Manfredo
  • Morrison School of Agribusiness
  • Arizona State University

2
Outline
  • Brief intro
  • Background and literature
  • Objectives
  • Data
  • Methods
  • Results
  • Reflections

3
XYZ Milk Producers Association merges with ABC
Milk Producers Association. The combined
cooperatives would serve more than 1,600 dairy
farmers in 10 states, and market 3.5 billion
pounds of milk each year.
XYZ Milk Producers Assn.
XYZ Milk Producers Assn.
Determinants?

Increased performance of combined firm ?
4
Mergers, Acquisitions, Joint Ventures, and
Strategic Alliances 1980 - 1999
5
Examples of Coop MA
  • MI Sugar joins MidWest Agri-Commodities
  • Access to Eastern US market
  • Access to European distribution and clients
  • US Premium Beef buys Farmland Nat. Beef
  • Financial distress of FNB
  • Marketing opportunity for USPB as 4th largest

6
Examples of Coop MA
  • GROWMARK buys Agway ag/seed unit
  • Agway in financial distress (Chapter 11)
  • GM sees geographic opportunity for brand
  • Economies of scale in Agway facilities
  • MarVa Milk Producers buys Maola Milk and Ice
    Cream, Co.
  • Geographic coverage / brands / value added

7
What drives MA?
  • Micro or Internal Factors
  • Vertical integration avoid double
    marginalization
  • Horizontal integration market power?
  • Economies of scale / Expansion of Capacity
  • Synergies cost reduction and revenue generation
  • Market for corporate control (Jarrell et al.
    Jensen 1988)
  • Efficiencies unrealized value
  • Access to managerial skill Fama and Jensen
  • Risk management through pooling risks
  • Adoption of new technology

8
  • Macro or Economy-Wide Factors
  • Merger waves periods of high MA activity
  • Golbe and White Resende Linn and Zhu
  • Macroeconomic drivers
  • Mergers of IOF rivals
  • Value of IOF equity on stock market
  • Growth in GDP
  • Level of interest rates
  • Often, merger is a strategic imperative

9
  • Studies seldom examine both micro and macro
    factors
  • Cooperatives uniquely capital constrained
    relative to IOFs ?

?
10
Post MA Performance?
  • Post-merger performance of IOFs - relatively
    easy to measure
  • Public access to detailed financial statements
  • Observable and available share prices
  • Standards for pricing assets
  • Literature suggests target firm shareholders
    benefit, but acquiring firm shareholders do not
    (Jensen and Ruback).

11
  • Post-merger performance of cooperatives
    difficult to measure
  • No explicit profit motive
  • No publicly traded stock/observable stock price
  • No obligation to publicly disclose financial
    information
  • Different motivations for MA relative to IOFs
  • Similar metrics of managerial performance exist
    between IOFs and coops

12
Objectives
  • Part I Determinants of MA
  • Identify factors influencing the probability of
    mergers, acquisitions, strategic alliances, and
    joint ventures among agricultural cooperatives
  • Examine the unique influence of capital
    constraints on the probability of these various
    takeover/collaborative activities occurring

13
  • Part II Post MA Performance
  • Determine if coops that participate in these
    activities perform better financially than those
    that do not
  • Assess ability of MA activity to relax unique
    capital constraints of cooperatives

14
Data
  • Food Institute Mergers and Acquisitions
    Lexis/Nexis
  • RBS Top 100
  • 1980 to 1998
  • Financial ratios
  • Coded for confidentiality
  • Sector output and input prices
  • BLS PPI

15
  • Macroeconomic factors
  • USDA Agricultural Statistics
  • U.S. Federal Reserve
  • Commodity Systems Incorporated

16
Methods
  • Determinants of MA Activity
  • Stage 1 - Generalized Leontief profit function
  • Shadow value of capital capital constraint
    variable
  • Stage 2 - Individual binary choice models
    (Probit)
  • Prob(y1) f(X, sector dummy variables,
  • shadow value of capital)

17
  • Stage II explanatory variables
  • Synergies
  • Return on assets
  • Sales growth
  • Extent of capital constraint
  • Current ratio
  • Debt-to-assets ratio

18
  • Macroeconomic influences and merger waves
  • GDP growth
  • SP 500 growth
  • 3 month t-bill rate
  • U.S. agricultural output
  • Total agribusiness mergers and acquisitions
  • Value of cooperatives capital constraint
  • Shadow value of capital estimated from stage 1

19
Probit Model Estimates of Cooperative Mergers
20
Probit Model Estimates of Cooperative
Acquisitions
21
Probit Model Estimates of Strategic Alliances
22
Probit Model Estimates of Joint Ventures
23
Probit Model of Combination Activity
24
Post-Merger Performance
  • Stage 1 - Generalized Leontief profit function
  • Stage 2 - Individual binary choice models
    (Probit)
  • Prob(y1) f(X, sectors, value of capital)
  • Stage 3 Profitability and sales growth
  • ROA Sales Growth f(X, MA)

25
2SLS Model of Coop Post-Merger Performance ROA
26
2SLS Model of Coop Post-Merger Performance Sales
Growth
27
Important Findings
  • Several factors influence the probability of
    combinatorial activity
  • Hypothesis regarding capital constraints is
    strongly supported
  • positive influence across models
  • strong marginal impacts

28
  • Macroeconomic influences
  • value of agricultural output
  • interest rates
  • SP 500
  • Financial performance
  • fast-growing, efficient, and highly leveraged

29
  • MA activity and financial performance are
    jointly endogenous
  • Tradeoffs improvement in profitability / slower
    sales growth
  • MA reduces capital constraint, allowing greater
    profitability
  • Finding inconsistent with IOF literature
  • Sales growth negative impact from MA
  • Macro/industry factors temporary cut-backs in
    sales efforts decrease in membership?

30
Implications
  • Consolidation among fast growing, efficient
    cooperatives is positive development
  • Need to remain competitive with IOF rivals
  • Economies of scale vs. market power
  • Supporting cooperative consolidation better for
    the agricultural economy as a whole

31
  • Skeptics should be aware of potential benefits
  • Capital constraints create barrier to internal
    growth thus driving consolidation
  • Is MA the least cost alternative?
  • Policies for making equity financing or other
    financing alternatives more attractive to
    cooperatives

32
  • Anti-trust
  • Viewed in context of cooperatives true
    competition

33
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Summary Statistics
38
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