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    <subfield code="a">Zugaib, Antonio Cesar Costa </subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Gest&#xE3;o coletiva de risco de pre&#xE7;os no mercado de cacau: financeiriza&#xE7;&#xE3;o, hedge estruturado e o desenho institucional de uma Sociedade de Prop&#xF3;sito Espec&#xED;fico (SPE)</subfield>
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    <subfield code="a">Publica&#xE7;&#xE3;o on-line; 23 ref.; 2 tables; 6 illus.; Summaries (En, Pt)</subfield>
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    <subfield code="a">

As transforma&#xE7;&#xF5;es recentes no mercado internacional de commodities agr&#xED;colas, marcadas pela crescente integra&#xE7;&#xE3;o
entre fatores fundamentais e fluxos financeiros, t&#xEA;m alterado os mecanismos tradicionais de forma&#xE7;&#xE3;o de pre&#xE7;os e
de gest&#xE3;o de risco. No caso do cacau, a intensifica&#xE7;&#xE3;o da participa&#xE7;&#xE3;o de fundos indexados, estrat&#xE9;gias passivas
e eventos de rebalanceamento de &#xED;ndices amplia a volatilidade e imp&#xF5;e novos desafios &#xE0; estabilidade da renda dos
produtores. Nesse contexto, o presente trabalho tem como objetivo desenvolver e avaliar um modelo de gest&#xE3;o
coletiva de risco de pre&#xE7;os baseado na cria&#xE7;&#xE3;o de uma Sociedade de Prop&#xF3;sito Espec&#xED;fico (SPE) voltada para a
implementa&#xE7;&#xE3;o de estrat&#xE9;gias estruturadas de hedge, combinando contratos futuros, op&#xE7;&#xF5;es e instrumentos de
mitiga&#xE7;&#xE3;o de volatilidade. A metodologia integra modelagem econom&#xE9;trica com dados reais de pre&#xE7;os spot e futuros,
decomposi&#xE7;&#xE3;o estrutural entre componentes fundamentais e indexados, estimativa de hedge &#xF3;timo de m&#xED;nima vari&#xE2;ncia
e avalia&#xE7;&#xE3;o comparativa com estrat&#xE9;gias do tipo collar, permitindo examinar simultaneamente efici&#xEA;ncia financeira,
estabilidade de receita e bem-estar econ&#xF4;mico. Os resultados, interpretados &#xE0; luz da literatura internacional sobre
financeiriza&#xE7;&#xE3;o de commodities, indicam que a volatilidade observada no mercado de cacau n&#xE3;o pode ser explicada
exclusivamente por fundamentos f&#xED;sicos, evidenciando a presen&#xE7;a de um canal financeiro estatisticamente relevante
e economicamente significativo. Nesse ambiente, a ado&#xE7;&#xE3;o de mecanismos coletivos de prote&#xE7;&#xE3;o de pre&#xE7;os emerge
como alternativa institucional capaz de reduzir a exposi&#xE7;&#xE3;o individual ao risco, melhorar a previsibilidade da renda e
alinhar decis&#xF5;es produtivas com horizontes intertemporais mais est&#xE1;veis. A an&#xE1;lise conduzida sugere que a
implementa&#xE7;&#xE3;o de uma SPE dedicada &#xE0; gest&#xE3;o de risco de pre&#xE7;os &#xE9; tecnicamente vi&#xE1;vel, economicamente justific&#xE1;vel
e compat&#xED;vel com a estrutura contempor&#xE2;nea do mercado internacional de cacau, constituindo um instrumento
potencial para fortalecer a resili&#xEA;ncia do setor frente &#xE0; crescente financeiriza&#xE7;&#xE3;o.

Palavras-chave: cacau, hedge coletivo, financeiriza&#xE7;&#xE3;o, BCOM, gest&#xE3;o de risco, pol&#xED;tica agr&#xED;cola.




Collective Price Risk Management in the Cocoa Market: Financialization,
Structured Hedge, and the Institutional Design of a Special Purpose Entity (SPE).

Recent transformations in international agricultural commodity markets - particularly the increasing interaction
between fundamental drivers and financial flows - have reshaped traditional price formation and risk management
mechanisms. In the cocoa market, the expansion of index funds, passive investment strategies, and index rebalancing
events has intensified price volatility and introduced new challenges for producers&#x2019; income stability. In this context,
this paper aims to develop and assess a collective price risk management framework based on the creation of a
Special Purpose Vehicle (SPV) designed to implement structured hedging strategies combining futures, options and
volatility-mitigation instruments. The methodological approach integrates econometric modeling using real spot and
futures data, structural decomposition between fundamental and index-driven components, minimum-variance hedge
estimation and comparison with collar-type strategies, enabling a joint evaluation of financial efficiency, revenue
stability, and welfare outcomes. Interpreted within the international literature on commodity financialization, the
findings indicate that observed cocoa price volatility cannot be explained solely by physical fundamentals, revealing
a statistically relevant and economically meaningful financial transmission channel. Within this environment, collective
hedging arrangements emerge as institutional mechanisms capable of reducing individual exposure to risk, improving
revenue predictability and supporting more stable intertemporal production decisions. The analysis suggests that
establishing an SPV dedicated to price risk management is technically feasible, economically justified and consistent
with the contemporary structure of the global cocoa market, representing a potential policy instrument to enhance
sector resilience under increasing financialization.

Key words: cocoa, collective hedging, financialization, BCOM, risk management, agricultural policy</subfield>
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  <datafield tag="650" ind1=" " ind2=" ">
    <subfield code="a">CACAU;</subfield>
  </datafield>
  <datafield tag="650" ind1=" " ind2=" ">
    <subfield code="a">ADMINISTRA&#xC7;&#xC3;O FINANCEIRA;</subfield>
  </datafield>
  <datafield tag="650" ind1=" " ind2=" ">
    <subfield code="a">GEST&#xC3;O DE RISCO; </subfield>
  </datafield>
  <datafield tag="650" ind1=" " ind2=" ">
    <subfield code="a">POL&#xCD;TICA AGR&#xCD;COLA;</subfield>
  </datafield>
  <datafield tag="650" ind1=" " ind2=" ">
    <subfield code="a">PRE&#xC7;O;</subfield>
  </datafield>
  <datafield tag="650" ind1=" " ind2=" ">
    <subfield code="a">ECONOMETRIA;</subfield>
  </datafield>
  <datafield tag="650" ind1=" " ind2=" ">
    <subfield code="a">AN&#xC1;LISE DE RISCO;</subfield>
  </datafield>
  <datafield tag="773" ind1="0" ind2=" ">
    <subfield code="0">1823</subfield>
    <subfield code="9">368929</subfield>
    <subfield code="d">Itabuna-BA Comiss&#xE3;o Executiva do Plano de Lavoura Cacaueira 1989</subfield>
    <subfield code="o">2026-3092</subfield>
    <subfield code="t">Agrotr&#xF3;pica (Brazil)</subfield>
    <subfield code="x">0103-3816</subfield>
    <subfield code="g">v. 38(1) p. 41-66; (Jan-Apr 2026)</subfield>
    <subfield code="w">BR2026002250</subfield>
  </datafield>
  <datafield tag="856" ind1=" " ind2=" ">
    <subfield code="u">https://repositorio-dspace.agricultura.gov.br/bitstream/1/6173/1/3%20ZUGAIB%202026.pdf</subfield>
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    <subfield code="c">ANA</subfield>
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    <subfield code="c">348639</subfield>
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