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Centro Unv*rsitário Santo Agostinho
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www*.fsanet.com.*r/revista
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Rev. FSA, Tere*i*a, *. *9, n. 1, art. 6, p. 104-129, j*n. *02*
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ISSN Impresso: 1*06-6356 IS*N Elet*ônico: 2317-2983
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http://dx.doi.org/10.12819/202*.19.1.6
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Do *xpenditures on Research and Dev*l*pment (R&D) C*us* Exter**lities in the
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E**ironment? Em*irical Evid*nce f*r *razil
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Gas*os em Pesquis* * Dese*volvimen*o (P&D) *ausam *x*ernali*ades no meio ambient*?
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Ev*dências empíri*** para o Bra*il
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Gerson João V*leretto
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D*utorado em C*ências Ambienta*s e *ustentabilida*e Agropec*ár*a pela Un**ersida*e C*tólica Dom B*s**
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Profess*r assistente 2 da *n*versidad* Federal da G*ande Dourados
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E-ma*l: ge*son_valerett*@hot*ai*.com
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M*chel Ange*o C*n*tantino d* Oli*eira
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Doutorad* em Economia pela Universidade *atólica de Bras*l*a
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*o*rd*nado* Dou**rado e Mestrado d* U*iver*idade Cató*ica Dom B**c*
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E-mail: michel@ucdb.br
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Gra*iela E*i*h de Olive**a *orf*rio
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Dout*rado em Bio**gia apli*ada pel* Universi*ade d* Aveiro
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E-m*il: grasi_*orfir*o@hotmail.**m
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Reginal*o Brito da Cost*
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Dou*o*ado em Ciências Flor*s*ais pel* Univer**dade F*deral do Paraná
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Mestr* em Des**volvimento Local.
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Profes*or Titul*r da Universidade Católi*a Dom B*s*o
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E-mail: rf*167@ucdb.b*
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Cai* L*iz C*iariello
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Dou*orado em Engenharia d* Produção *ela *n*versi*ade Federal de São Ca*los
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E-mail: c*io**iariel*o@ufgd.*du.br
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E*d*reço: *erson João Valere*to
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U*iversidade
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Cat*lica Dom Bosco,
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Av*n**a
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T*mandaré,
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6*00, Jardim Se*iná*io, 79117900 - *ampo Grand*, MS
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Editor-Chefe: Dr. Tonny Kerl*y d* Al*ncar
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- Brasil
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Rodrigues
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Ender*ço: Mic*el A*gelo Constantino de Olive*ra
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Univers*dad*
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Católica *om Bosco,
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Avenida
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Tamandaré,
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Ar*igo receb**o em 30/08/2021. Última versão
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60*0, **rd*m Seminá**o, 79*17*0* - *ampo Gran*e, MS
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re*ebida em *9/09/2021. Apr*v*do em 10/*9/2021.
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- Brasil
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Endereço: Gr*s*e*a Edith de Ol*veira Porfirio
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*v**i*d* *elo sistema T*iple Review: Desk R*vi*w a)
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Un*versida*e
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Católic* Dom Bos*o,
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Avenida
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Tamandaré,
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pelo Editor-Chefe; * *) Double Blind Re*iew
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6000, Jardim Seminári*, 7*117900 - C*mpo Grand*, M*
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(a*aliação cega por dois avaliad*res da ár*a).
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- *rasil
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Endereço: Regi*aldo Br*t* da Costa
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Revisão: Gramati*al, N*rmativa e d* Fo*matação
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Un*versidade
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*atólic* D*m B**co,
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A*e*i**
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Tamand*ré,
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6*0*, *ard*m Se*i*ário, *9117*00 - Campo Gr*n**, MS
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- Bras*l
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Ende*eço: Cai* *u*z Chiariel*o
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Universidade Católica *om Bosco, Avenida Tamandaré,
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6000, Ja*dim Seminário, 79117900 - Cam*o Grande, MS
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- Brasil
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Do Expenditure* on Res*arch and Development (*&D) Cause Ex*ern*litie* i* the E*vironment?
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105
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ABSTRAC*
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*eco*nizing inv*stments in Re*earch
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and Development (R&D)
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can
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contribu** to the
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developmen*
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of Brazil, considera*le and *mportant investm*nts that were made available
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s*nce the *940*. To leverage the econom* from th* 1990s, they *ere implem*nted *s pol*cies
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o* Science, Technology an* Innovation (CT&I) rel*as*ng resources *hat must guarantee, o*er
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time, a dev*lopment proce*s in accordanc* with the objective* *nd standards *f economic,
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so*ial and environmenta* s*stain*b*lity. In this context, t*is articl* aims to analyze th* imp*c*:
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*f resources in R*searc* and Devel*pment (R&*) for the public and priv*te *e*tor*; and
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econo*y (credit payment* ma*e by B*DES and GDP p*r c*pita) *n how
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the *O2* of
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t he
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agricult**al secto* (*O2Agro) in Braz*l, *etween per*ods
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*et**en 2000 and 2015. F*r *he
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analysis procedure, tw* models were *sed distinct, *he first *ith R&D from *he
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*ubl*c and
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p*ivate sector* in a li*ear and quadratic w*y, to i*ve*tig*te or impact *O2e emi*sion* i* the
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agricul*u*al *e*tor B*azil. in
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An*, without a *econd m*del, in add*tion to public and priv*te
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sector R&*, credit d*sbursements from the N**ional Bank f*r Social *conomic Development
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- BNDES and GDP p*r capita we*e incl**ed. *he applicatio* method ***s an ec*nomical
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*pproach to
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time se*ies
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d*t*. A depen*e*t v*ria*le of
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*h* two models is how CO2 in the
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agric*ltural sector (**2Agro) in Brazil. T*e results of *he s*ggest** m*dels for wh*ch
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resour*es with R&D gener*te *ositive externalities fo* the *nviron*ent and are p*rmitted,
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s h**
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the eff*cts on CO*e emis*ions in the agricultural secto*. In the **near analys*s of th*
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i***c* o* R&D in*e*tment *bjects on th* pri*at* *ector, it wa* found that they corroborate
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wi*h t*e i*crease in CO2e and Agricultu*al emission*. However, in the analys*s *f n*n-li*ear
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impact *he*e is * s**gestion of the *r*sence of a maximum po*nt, and from this poin*, as *h*
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us e of
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A*ric*ltural CO* *ta*t* to lose
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eac* u*it invested in R&D i* the *****te sect*r. The
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variable disburs*ments with BNDES credit promotes a red**tion
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i n t he ** e *f
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agric*ltural
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C*2 w*th l*w **atist*c*l signi**cance. Howe*er, a variable GDP
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per
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c*pita stron**y
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c*r*obo*ates the increase *n CO2 emis*ions *nd the agric**tural secto*. In this way, t*e results
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s*gge*te* f*r t*e development o* *h* country, and fr*m **blic re*ourc*s, cl*an tech*olog**s
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*re generat** over t**e, aiming at reducing *O2 emis*io*s in the ag*icultural sect*r, which is
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a *ery importa*t *ec*or o* the Braz*lian *conomy.
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Keywo**s: **onomic *rowth. Greenhouse *ases. R*sea*ch
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and
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Deve*opmen*. G*P
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p**
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capi*a. Agricultural secto*.
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RES*MO
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Reconhecer *s *nve*time**os em Pesqu*sa e De**nvol**mento (P&D) *o*e c*n*ribuir para o
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desenv*lvimento do Bras**, i*vest*me*tos *on*ideráveis e
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*mp*rt*ntes q*e fo***
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disponi*ilizados d*sde *
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década de 1940. Para
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alavancar a economia a part*r da d*cada
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de
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1990, foram implement*das como políticas de *iência, Tecnologia e I*ovação (C*&I)
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liberando recur*os **e devem *a*antir, *o longo *o tempo, u* pr*c*s*o de d*senvolv*men*o
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*e aco*do com os objetiv*s e padrões de s*sten**bili**d* eco**mica, so*i*l e ambi*ntal.
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Nesse conte*to, *ste *rt*go te* co*o objetivo analisar o impacto: do* rec**s*s em Pesquisa e
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D*s*nvolvime**o (P&D) para os setor*s
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público pr*vado; e economia (**gament*s e
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*e
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*rédi*o feito*
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pe*o *NDES PI* per capita) sobre c*mo o CO2* *
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do seto*
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*grop*cuário
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(CO2*g*o) no Bras*l, entre os p*ríodos en*re *000 2015. P*ra o proc*dime*t* e
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*e anális*,
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foram util*zado* dois modelos distintos, o prim*iro com P&D de *s s*tor*s pú*lico e pri*ado
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de *orma *inear e quadrática,
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para investiga* o* impactar as e*issões de CO2e no *etor
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a**opec*ário no Brasil. E, *em u* segun** modelo, além da P&D d*s se*ores pú**ico
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e
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privad*, foram incl*ídos os desemb*l*os de crédit* do B*n** Naciona* de Desenvolvimen*o
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Econômic* Soci*l - B*DES * PIB per capit*. O mé**do d* aplicação usa u*a
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abord*gem
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</page><line>
R*v. FSA, T*r**ina PI, v. 19, n. 1, art. 6, p. 104-129, jan. 2022 www4.fsan*t.com.br/re*ista
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</par><page>
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G. J. V*lere*to, M. A. C. Oli*e*ra, G. *. O. Porfiri*, R. B. Cost*m C. *. Chia**ell*
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106
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econômi*a par*
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da**s de sé*i*s tempora*s. U*a variável
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dependente dos dois modelos é
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a
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for** c*mo o CO2 no *e*or ag*opecuário (CO2Agro)
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*o Brasil. Os re*ulta*o* dos **d*los
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sugeridos
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p**a o* quais rec**s*s c*m *&D geram e*ter*a*ida*es po*itivas p*ra
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o me*o
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ambiente e são permi*idos, mostram o* efeitos *as emissões d* CO2e no se*or agrop*cuário.
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** análise linear *o im*acto dos ob*etos de investim*nto em P&D no s*tor pr**ado, verificou-
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se que eles corroboram com o aumento das e**ssõe* de C*2e e *gropecuárias. No entanto,
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na a*álise *e impacto
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não linear há a sugestão da *res*nç*
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de u* pon*o máximo, * partir e
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deste po**o, à me***a que o u*o de CO2 Agríc**a p*ssa a perder *ada unidade *nvestida em
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P&D n* setor privado. A *ariável de*embo*so com crédito *o BNDES pr*mov* a redução do
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*s o
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de CO2 ag*ícola com baixa *ignific*nci* estatística. No enta*to, uma v*ri**el *IB per
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c*pi*a corrobora f*rte*ente o aumento das e**ssões de CO2 e do seto* ag*opecuário. Dessa
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forma, o* resul*ados sug*ri*os para o desen*ol*imento do país, e a partir de recur*os púb*ico*,
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t*cnol**ias li*p*s s*o geradas ao **ngo do tempo, visando a *ed*ção das emissões de CO*
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n* setor agropecuário, q** é *m *etor muit* *mport*nte da economi* br*sileira.
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*alavras-ch*ve: Cr*scimento econômico. Gases
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de
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efeito
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estufa.
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Pesquisa
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e
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d*se*volv*mento. *I* per capi*a. S*tor agrícola.
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1 INT*ODUCTI**
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Developed econo*i*s are i*creasingly i*vesting in *esear*h & Develo*ment (R&D).
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These inve*tme*t* co*e from
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gover*m*nt resou*ces and private insti*utions, the last one
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repr*se*tin* th* major part *n countri*s suc* as the USA, Australia
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a*d Ja*an, while in
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develop*ng *ountries *he *unding is mainly carried o*t by th* Federal Government (GRIFFIN,
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2012).
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I* Brazil, invest*e*ts *n Science, Techno*og* and Innov*ti*n (ST&I) that incl*des
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r**o**ces with Research and Devel*pment, are calle* expenditures, and are divided b*tw*en
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the pu*lic and
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private sectors. These ex*enditu*es a*e sourc** of f*unds and *o*ter the
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*co*omy *or technol*gical i*n*va*ion, *iming to increas* competitivene*s and development
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(GRIFFIT* e* al., 2*04; GRIF*IN, 2*12).
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Th*re is a co*sensus i* t*e literature that R&D expenditur*s h*v* a po*itive impact on
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*he economy an* pl*y * fu*dam*nta* *ol* in the dev*lop*ent process, especi*lly in the
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scientific an* *echnolog*cal aspects. Th*se
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i***stments *er* answers to Malthus*an theo*y
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and the gr*en r*vol*ti*n prove* that *he technology pro*ided by technologic*l progr*ss
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by
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R*mer, allowed to increa*e production with lower natu*al factor* such
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as
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land and hu*an
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capital (HE*HMA*I AN* LÖÖ*, 2005; COCCI*, *009, 2010; SHAAR* et al., 2016).
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In this contex*, Brazil, wit* *n ec*nomy
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bas*d on agricu*tu*al prod*ction, m*de
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important invest*ents over time f*om the
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*9**s o* ST&I *olic**s, increased its a*ric**tural
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</par><par>
</page><line>
Rev. FSA, Teresina, v. 19, n.1, art. 6, p. 10*-129, jan. 2022
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www4.fs*net.com.br/re*ista
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</par><page>
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<line>
Do Exp*nditures on R*s*arch and D*velo**ent (R&D) *a*se Ext*rnalities in the Enviro*m*n*?
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***
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prod*ctivity indices an* transf*rm*d its economic matr*x, whi*h *as beyond the production
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*f c*rn and so*be**s. Fr*m this scenario, this res*arch *a* motivated
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by the ques*ion: Do
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*&D exp*nditures ge*e*at* *osit*ve o* negative externalities1 to the envir*nmen*? And what
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are t*ese ex*ernalities sp**if*cally on the ag*icultural sect*r? For the reason that, this is
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*
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sect** that has an enormous importa*c* amo*g the p*oductive sectors and de*erves spe*ial
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attention from **e public po*icies of development.
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In this follow-u*, the objective of the study *as to analyze the impact *f: spending on
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research *nd dev*lopment (R&D) fo* t*e ***lic *nd p*ivate se*tors; and the economy (credit
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disbursements made b* th* National Bank for Soci*l E*onomic Development (BNDES); an*
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*he per c****a *ross N*c*ona* Product (GNP-p** capita) on *O2e2 em*ssions *ro* the
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agricultu*al sector (CO2Agro) in Bra*il bet*ee* the period since *he year 2*0* until *he year
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2015.
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2 LI*ERATURE REVIEW
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2.1 Technology and Inn*vati*n in t*e Econ*my
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T*chnologica* resourc*s m*st ensure over time a *evelopment process in ac*ord**ce
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with the o*jec*ives *nd
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*t*n*ard* o* economic, soc*al and enviro**ental *ust**nability.
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</par><par>
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Ac*ording to *aspar (2015) tech*ologie* evolv* and provide more and better *e**lts for th*
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benef*t of
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huma*ity. T*e*e technological developmen*s m** *n the future
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help or h*rm the
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survival of al* l*fe on pla*et eart*. Thus, t*c**ol*gies inf*uence t*e changes tha* occu* **
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humani*y (GASPAR, 2015).
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The In*ustrial *evolution, whic* began *e**een the late eigh*eenth *n* early
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nineteen*h centu*ies, promo*ed technological *evelopments that enabled e*onomic
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advancement and enh*nced great inno*ations.
</line>
<line>
*umanit* in i*s activities d*mand* c*nstant t*chnological innovat*o*s to ass*st it*
</line>
<line>
co*sumption. In a con*umption-based econ*my, tec*nologic*l i*novations are the main
</line>
<line>
*rivers o* the m*r*et rise, b*cause *rom*tes the emergence of ne* n*ed* in humans *nd
</line>
</par><par>
</par>
<par>
<line>
have pos*tive or negati*e effects, in anot*er words, they m*y *epresent a cost *o society, or *ay g*nerate
</line>
<line>
ben*fits. (**RO, 2018).
</line>
</par><par>
</par>
<par>
</page><line>
amoun* of various gree*house gases (GHGs) based on the amount of carbon **oxi** (CO2) that would have the
</line>
<line>
*am* *loba* warming potential. Equivalently, it considers all GHGs to be emitted *n p*o*ort*on to carbon di*x*de
</line>
<line>
(CO2).
</line>
<line>
Rev. *SA, T*resina PI, v. 19, n. 1, art. 6, p. 104-129, jan. 2*22 www4.fsanet.com.br/revista
</line>
</par><page>
<par>
<line>
G. *. Valer*t*o, *. A. C. Oliveir*, G. E. *. Porfirio, R. B. Costam *. L. Chiariell*
</line>
<line>
*08
</line>
</par><par>
<line>
prese*t* itself as t*e mai* *actor of progress an* d*velopment (SILVEIRA; BASS*, 200*;
</line>
<line>
GASPAR, 2015).
</line>
<line>
According to G*iffi* (2012) te*hnolog* is a collaborative factor to increase the
</line>
<line>
economy, the production and *ervices and the goo* use of t*e m*st div*r** re*our*es in order
</line>
<line>
to promote the sustain*bili*y of humani*y.
</line>
<line>
Ne*so* a*d Phelps (1966) and Romer (1990) s*ate *h*t t*chno**gi*al evolution
</line>
<line>
*orro**rates t*e increa*e i* produ*tion. In the same contex*, R**tner (1967) points *ut t*at
</line>
<line>
increas*d production plays an imp*rt*nt *ole in economic develo*ment and g*owth.
</line>
<line>
Techn*logy and innovation are import*nt to *he eco*omy, *nd are fundam**tal to th*
</line>
<line>
soc*al process, clo*ely linked to hi*tory, culture, *ducati*n, instit**ional and *olitical
</line>
</par><par>
<line>
organizat*ons, a*d t*e *cono*ic *ase of society. The *echnol**ical
</line>
<line>
*rocess ** innovating is
</line>
</par><par>
<line>
n*t a *niq*e r*le at*rib*ted *o compani*s, bu* also to a very b*oad *ollective ski*l s*t,
</line>
<line>
channeled to g*nerate, ab*orb and diffu*e *he new (MCTI & C, 20*1; MCTI & C, 2002).
</line>
<line>
Verspa*en (200*) analyzed a mode* of evolutionary gro**h and no*ed th**
</line>
</par><par>
<line>
convergen*e bas*d on
</line>
<line>
*ssimi*ation of fo*eig* tec*nology was becoming * m*re a*tiv*
</line>
</par><par>
<line>
*roce*s. H* not*d that R&D is *ruc*al for **tchin* up with nati*ns and *s no l*n**r an activity
</line>
<line>
una***guou*ly associ**ed with cha*ging the world's tec*nolog*ca* f*ontier. *t **so found t*at
</line>
<line>
differ*nces betwe*n countries in terms of pure t*chnol*gical ski**s are i*po*tant in explaining
</line>
<line>
*rowt* diff*rentials.
</line>
<line>
2.2 R*se*rch & Development
</line>
<line>
D*fferences in econ**ic performance bet*een coun*ries, a*cording t* the
</line>
<line>
neoschumpe*erian3 perspec**ve, are mostly e*plai*e* *y th* c*m**ex i*ter***ion of public and
</line>
<line>
*rivate institutions pa**icipating in th* National Inn*vation Sy*tem (NIS) *nd the coord*nation
</line>
</par><par>
<line>
between them. Reco*nizing that i**estments in Research a*d Development (R&D)
</line>
<line>
can
</line>
</par><par>
<line>
cont*ibu** to Braz*l's development, scie*ce, technology and innov*tion (ST&I) polici*s ha*e
</line>
<line>
been i*plemented sinc* t** 1990s to lev*rage the economy.
</line>
</par><par>
<line>
For M*zzucato and Penna (2016)
</line>
<line>
all
</line>
<line>
countries in the world *e*k to achieve sma*t
</line>
</par><par>
<line>
(innovation-**b*id*zed),
</line>
<line>
i**lusive and sustainab*e e*onomic growth. To this end, i*nova*ion
</line>
</par><par>
<line>
policie* must st*a*egically develop, implement a*d m*nitor an inno*at*o* program b*sed on
</line>
</par><par>
</par>
<par>
</page><line>
*eca*se it i* fund*menta* *o *efine the patterns of economic compet*t*veness, es*ecial*y *n this pr*c*ss of
</line>
<line>
cont*mporary glo*alizatio* (FELIPE, 20*8).
</line>
<line>
Rev. FSA, Teresina, v. 19, *.1, ar*. *, *. *04-129, ja*. 2022 www4.fsa*et.c*m.b*/revista
</line>
</par><page>
<par>
<line>
Do Expenditu*es on R**earch and Development (R&D) Cau*e Externalities in the En**ronmen*?
</line>
<line>
109
</line>
</par><par>
<line>
the **r*n*ths of the inn*vation s*stem i* o*de* t* overcom* *he nation's weak*es*es,
</line>
<line>
addre*sing the challenges, taking a*van*age of *h* po*entialities and *p*ortunitie* available in
</line>
</par><par>
<line>
**rms of r*sources ** *he country. Al*o, **zzu**to
</line>
<line>
a*d Penna (2016) stat*d t*at public
</line>
</par><par>
<line>
in*estments in R&D *nd innovation are resourc** that ge*e*ate *et*er multiplier effects on the
</line>
<line>
*conomy compared to other govern*e*t spendin*. These inve*tments promot* the inclusi**
</line>
</par><par>
<line>
of innovative t*chnologies that *ax*mize *roduction and consequently t*e *reation of
</line>
<line>
new
</line>
</par><par>
<line>
job openings and qualit* of hum*n life.
</line>
</par><par>
<line>
For Tuna *t **. (2015) sustaine* gr*wth in **v*loped nat*ons is at*ributed by *ost
</line>
</par><par>
<line>
con**mpo*a*y economists *o
</line>
<line>
th*ir *ntensive R&D activi**es. Metcalfe (2005) c*aims that the
</line>
</par><par>
<line>
mai* objective of *cienti*ic *olicy is to m*nage *nd finance the pr*du*tion and accumulation
</line>
</par><par>
<line>
of kno*ledge r*garding about the natural phenomenon
</line>
<line>
throug*
</line>
<line>
th* cr*ation and support of
</line>
</par><par>
<line>
appropriate organiza*ions - resea*ch labo**tories and universities.
</line>
<line>
O* Sc*ence, Technolo*y *nd In*ov*tion, Sala*i and So*tanzadeh (201*) p*ints out
</line>
<line>
t**t the*e are difer*nces betwe*n *he obj*cti*es of technologi*al policy a*d scientifi* pol*cy.
</line>
<line>
These policies represent broader phi*oso*hical considerations for a more instrument*l focus
</line>
<line>
on *a*ional pr*s*ige and e*onomic objec*ives. Innov**ion poli*i*s are *pproached by *oth as
</line>
<line>
an infr*structu*e to help organizations and *nstitutions invo*ved *n s*ience and technolog*
</line>
<line>
(S&T) poli*y m*ki*g.
</line>
<line>
M*zzucato and Penna (2016) studi*d *ra*ilian ex*licit innovation poli*ies (*oli*i*s
</line>
<line>
formulated *y t*e Minist*y of Fin**ce and th* M*nistry of Sc*ence and Technology (M**I)
</line>
</par><par>
<line>
and includ*d in science, te*hnolo*y an* innovation
</line>
<line>
policy plans) s* t*at the* can *uggest
</line>
</par><par>
<line>
policy *nit*atives that a*low th* *ati*n** *nnov*tio* S*stem (*NI) to be better
</line>
<line>
inf*rmed t*
</line>
</par><par>
<line>
pursue purposive state-sponsored policies *n dir*ct *artnership wit* the pri*ate sec*or. I* th*s
</line>
</par><par>
<line>
s t ud y t h e
</line>
<line>
authors c*nclud*d that
</line>
<line>
the innovation policies impleme*ted in
</line>
<line>
the last decades of
</line>
</par><par>
<line>
the tw*ntie** century were flawed because th*y were based on a restrictive perspective of
</line>
<line>
market *ailure, and tha* for th* com*ng ye**s, w*th t**geted in*ovation p*licies, it will become
</line>
<line>
efficient in defining the directio* and ambition* *bout *ts technologi*al trajectory in favor of
</line>
<line>
economi* devel**ment.
</line>
<line>
Mende* et al. (*013) ex**ined *he possible impact* of the Nation*l Policy on Science,
</line>
<line>
Technolog* **d Innovatio* *n Brazil, especially in ter*s *f its r*gulator* fr*mework, on the
</line>
</par><par>
<line>
indicator* of the innovative process. They an*lyzed the *roba**e
</line>
<line>
relationship*
</line>
<line>
between the
</line>
</par><par>
<line>
laws: Innovation Law *nd the Good *aw and also analyze* private R&D expe*di**res during
</line>
</par><par>
<line>
the *nitial period from 20*5 to 20*9. The *esult* confirmed
</line>
<line>
that there we*e
</line>
<line>
*ignificant
</line>
</par><par>
</page><line>
Rev. FSA, Te*esina PI, v. 19, n. 1, art. 6, p. 104-129, ja*. 20*2
</line>
<line>
www4.fsane*.com.br/r*vista
</line>
</par><page>
<par>
<line>
G. J. Valeretto, M. *. C. O**veira, G. E. O. *or*irio, R. B. Cos*am C. L. C*iariello
</line>
<line>
110
</line>
</par><par>
<line>
development* i* th* innov*ti*n indicator* after Laws: Innova**on a*d *ood, and ver*fie* that
</line>
<line>
there h*s been a positive evol*tio* of private R&D *xpend*t*res.
</line>
<line>
Even with the posi*ive *volution of private spending *n R&D a*co*ding to M*ndes et
</line>
<line>
al. (20*3), the producti*it* gro*th of Brazi*ia* c*mpan*es has not yet been significa*t. I* the
</line>
</par><par>
<line>
*tudy *y *uniga e* al. (2016), whic* aimed
</line>
<line>
to i*entify w*y* to promote * *ore effective
</line>
</par><par>
<line>
*ational Innovatio* System (NIS), *nd t* *ropose a better performa*ce of inn**ation by t*e
</line>
</par><par>
<line>
*ri*ate sec*o*, was *n examination o* the Brazilian
</line>
<line>
situation with regard t* its *esearch
</line>
</par><par>
<line>
activities an* **chn*logy *ransfer and inn*v*ti*n to compare with similar economies and also
</line>
</par><par>
<line>
w*t* some developed countries. I* this
</line>
<line>
contex*, the a*tho*s stated that there have b*en
</line>
</par><par>
<line>
sig*ific*nt econo*ic and *ocial prog*ess ** Braz*l in rec*n* de*a*es, whi*h has *ontr*buted to
</line>
<line>
the reduction ** pover*y *nd inequalit*, and poin*ed out that, d*spite cons*derable economic
</line>
</par><par>
<line>
progres*, Brazil *as e*perienc*d
</line>
<line>
low p*od*ctivity g*owth in the last
</line>
<line>
*ix decades in
</line>
<line>
t he
</line>
</par><par>
<line>
manu*actu*ing and *ervice industr*es.
</line>
<line>
However, even with low p*oducti**ty gr*wth, *s claim by Zuniga ** al. (2016),
</line>
</par><par>
<line>
Brazilian companies st*ll see* t* innovate to better comp**e in
</line>
<line>
the marke*. According
</line>
<line>
to
</line>
</par><par>
<line>
Resende et al. (2014) who evaluat*d innovati** policies in th* co**ext of Brazilian *ndustry in
</line>
<line>
200*. T*ey *oc**ed *n com*lem*nta*ity and *ubst**utabilit* t*st* for obstacles *o i*nov*tion.
</line>
<line>
They fou*d evidence that internat*onal compet*tion p*omotes comp*n*es to be *ore prone to
</line>
<line>
innov*t*on and yet found evid*n*e that s*ggests an* favors th* adop**on o* mo*e in*o**tion-
</line>
<line>
oriented inc*ntive policies.
</line>
<line>
In *nternationa* market*, most compe**tors innovate and remain c*mpet*tive, * fact n*t
</line>
</par><par>
<line>
obs*rved
</line>
<line>
in Brazil. In th*s *ontext, Erber (**04)
</line>
<line>
claims t*at *ompanies loc*ted *n *raz**
</line>
</par><par>
<line>
inves* only in R&D and import technology *o introduce i* their *e* p*oducts and proc*sse*.
</line>
<line>
*ra*ilian companies to invest in R&D n*ed stimulation. T*us, according to **adros *t
</line>
</par><par>
<line>
al. (2001), who *na*yzed data coll*cted *rom mor* than 10,000 indus*ri*l companies in
</line>
<line>
* he
</line>
</par><par>
<line>
st**e of *ão Paulo *n 1996, fou*d tha* *omp*nies wholly or p*rtially contr**led by fore*gners
</line>
<line>
are more likely to intro*uce ne* pr*cess*s and produ*ts, i* addition to *eing the com*anies
</line>
<line>
most employ *cientis*s and e*gi**ers to carry out R&* ac**viti*s.
</line>
<line>
But in the cas* *f Brazilian c*mpanies they are not m*tivat*d to inve*t in R&D by
</line>
</par><par>
<line>
som* factor, a l*rge part o* these compa*ies a*qu*re
</line>
<line>
in*ovatio*s
</line>
<line>
to
</line>
<line>
**ay m*r* co*petitive.
</line>
</par><par>
<line>
*cco*ding to Quadr*s et
</line>
<line>
al. (2001) Transnational corporations *rom
</line>
<line>
i*dustrialized countries
</line>
</par><par>
</page><line>
that *ain***n R&D centers t*ansfer their product and process innovations to the South
</line>
<line>
A*erican mark*t in o*der t* a*ap* them to local m*rket needs *r tech**cal co*strai*ts to *he
</line>
<line>
supply of materials and *ompo*ents.
</line>
<line>
Rev. **A, Teresina, v. 19, n.1, art. 6, *. 104-1*9, jan. 2022 w*w4.*sanet.com.br/revista
</line>
</par><page>
<par>
<line>
D* Expenditure* on R*sear*h and Development (*&D) *ause Externalities i* the E*vironment?
</line>
<line>
1*1
</line>
</par><par>
<line>
Part of the e**sting problems in Brazil r**ate* to the inef*ici*ncy of go*ernment R&D
</line>
<line>
*xpenditures a*e *escrib*d i* the arguments *f Gu*ta *t *l. (2*13). Other au*hors stat*d t*at
</line>
</par><par>
<line>
p*blic r*so*r*es invested
</line>
<line>
in R&D do not
</line>
<line>
benefit the pr*va** sec*o*. They stated that *asic
</line>
</par><par>
<line>
rese*rch car*ied out by
</line>
<line>
universities is not being transfe*red to the private p*oducing
</line>
</par><par>
<line>
communit*, a fact that *a*es t*e *enefits of rese**ch i*pa*t th* economy.
</line>
<line>
Gupt* et a*. (2013) al** pointe* *u* that innovations in Brazil are largely adapted to
</line>
</par><par>
<line>
lo**l and
</line>
<line>
regio*al de*ands an* not shared glo*ally. Even
</line>
<line>
*o, B*azi*
</line>
<line>
*as a stro*g
</line>
</par><par>
<line>
manufa**uring
</line>
<line>
sector, dominates the S*uth American regi*n as a regional leade*, and *a*
</line>
</par><par>
<line>
maintai*ed a growing economy.
</line>
<line>
The adapt**i*n of in*erna**onal tech*olog*es in Brazil is o***rv*d by Rib*ir* (2016).
</line>
</par><par>
<line>
T*e author studi*d
</line>
<line>
the **ansfer o* techniques to *he s**i-ar*d
</line>
<line>
*ran*h of the Brazilian
</line>
</par><par>
<line>
Agricultural R*sea*ch *or*oratio* (*m**a*a) from the early 1*90s. It identifie* g*** a*d
</line>
</par><par>
<line>
*reas of *oncern, *n particular a frag*entation of m*cr*- and micro-level cooperation
</line>
<line>
tha*
</line>
</par><par>
<line>
requires effective *anagement
</line>
<line>
in th* e*en* of S&T collabo*ation to consolid*te Brazil's
</line>
</par><par>
<line>
i*terna*ional rol* *nd geopolitic*l *nter*sts.
</line>
<line>
*rber (2004) s**t*s that in Bra*il the majo*ity *f *nv*stments i* *cienti*ic and te*hn*cal
</line>
<line>
research *re made b* gov*rnm*nt funds, *nd more than 40% of R&D expen*itures are *pent
</line>
</par><par>
<line>
on maint*na*ce and e*pansion of the *ostgr*duate *ys*em.
</line>
<line>
*ompan*es inves* *nly 36% of
</line>
</par><par>
<line>
*otal R&D expe*ditures, a
</line>
<line>
percentage eq*iv*lent to a*proxi*ately *alf
</line>
<line>
*f the aver*ge
</line>
</par><par>
<line>
i*vestment i* the *CDE. E*b*r (20*4) **so *tate*
</line>
<line>
t**t th* governme**s o* Brazil
</line>
<line>
and South
</line>
</par><par>
<line>
Kor*a *nvest in *&* a port*on of G** (Brazil 0.57% and South *orea 0.7%) and *he private
</line>
<line>
*ector invest th* dif**rence in total investments in R&D. and *or**sponding to a pe*centa*e of
</line>
<line>
GDP, i* Brazil 0.9% an* in South Korea 2.5%.
</line>
<line>
To learn **o*t how othe* countries ar* managed in ter*s of in*ovations, Salami and
</line>
<line>
*oltanz*d*h (20*2) analyzed the policies *nd e*peri*nces wit* ST&I o* the *ount*ies: Brazil;
</line>
</par><par>
<line>
India; *hina; South
</line>
<line>
Afr*ca; an* South Korea, c*n*ide*ed successfu* in *anaging their
</line>
</par><par>
<line>
t*chnol**i**l change. They noted *hat each country's *over*ment *layed its role in desig*ing
</line>
</par><par>
<line>
a*d formulating science, *echnology and in*o*ation poli*ies *n thei* cou*tries.
</line>
<line>
In *ach of
</line>
</par><par>
<line>
the*e countries an ade*uate
</line>
<line>
infrastructure ha* been *reated to implem*nt STI
</line>
<line>
policies to
</line>
</par><par>
</page><line>
en*ble them ach*e*e succe*s in t*eir nati*n's ove*all national *echnol*gical de*elopment. to
</line>
<line>
They c*nclu*ed tha* with the analysi* of the countri** studied, policyma*ers from least
</line>
<line>
develop*d cou*tri*s should adopt ST&I policies that integrate with their national
</line>
<line>
de*elopme*t.
</line>
<line>
Rev. FSA, *e*esina PI, v. 19, n. 1, art. 6, p. 104-*29, *an. 2022 *ww4.fsa*et.com.*r/*evista
</line>
</par><page>
<par>
<line>
*. *. Valeretto, M. A. *. Oliveira, *. E. *. Porfiri*, R. B. Costam C. L. Ch*ariello
</line>
<line>
112
</line>
</par><par>
<line>
Oliveira e* *l. (2*15) *nalyzed the im**ct of R&D expend*tures i* Bra*il on na*ional
</line>
<line>
patent applicatio*s an* the c*u*try's *r*ss *omestic Produc* (GDP), and the results of
</line>
<line>
eco**me*ric model* confi*m th*t public and pr*vate e*pendit*res *re im*ortant for G*P
</line>
<line>
g*owth, and t*at *atent re*istrati*n is a w*y of *ecuring int*lle*tual *r*perty.
</line>
</par><par>
<line>
According to the context *resented,
</line>
<line>
it is observ*d th*t in Brazil the*e is a slow
</line>
</par><par>
<line>
evolution of the *ol*cies
</line>
<line>
of Science, Techn*logy and Innovatio* (CT&I), even so, there h*s
</line>
</par><par>
<line>
*een progress *n t*e performanc* of *nnovations a*d
</line>
<line>
*on*equ*n* *co*omic gr*wth. T*ese
</line>
</par><par>
<line>
factors could be better to *ll*w the redu*ti*n of the external te***o**gica* d*penden*e t*at
</line>
<line>
sti*l pre*ails in the co**tr*.
</line>
<line>
2.3 **on*my and CO2e em*ssio*s
</line>
<line>
T*e grow*h of nations must ens*re, over ti*e, a developmen* process in accord*nce
</line>
</par><par>
<line>
with *he o*jec*ives and standards of
</line>
<line>
economic, social *nd environmental sustainabili*y.
</line>
</par><par>
<line>
Res*a*chers condu*t daily *tudie* to de*ermine und** what conditions and w*ich factors
</line>
</par><par>
<line>
co*tribute
</line>
<line>
*o the increase or de*rease in greenhouse gas emis*ions. The*e *w* factors:
</line>
</par><par>
<line>
ec*nom*c, soc*al and
</line>
<line>
envir*nmental s*s*ainability and in*rease or redu*tion o*
</line>
<line>
greenhouse
</line>
</par><par>
<line>
gas *ffect *tu*i*s (G*G) ar* *a**s that
</line>
<line>
are being *tudied by sever*l resea*chers an* a** the
</line>
</par><par>
<line>
constant concern of t*e governments of each co*ntry.
</line>
<line>
I* th*s sense, Boopen and Vinesh (2010) analyzed the relationship *e*ween GDP a*d
</line>
<line>
ca*bon *ioxid* e*is*ions fo* Mauritius and reciproc*lly *or th* *ear 1975-20*9. The* use*
</line>
</par><par>
<line>
the *roperties of
</line>
<line>
t*me series and econo*e*ric analysis,
</line>
<line>
and the result* suggested t*at
</line>
<line>
carbo*
</line>
</par><par>
<line>
d**xide e*issi*n is closely relate* to GD* *ver time.
</line>
</par><par>
<line>
*** close relat*ons*ip between C*2 emissions and eco*omic growth (GDP) is
</line>
<line>
a
</line>
</par><par>
<line>
conse*uence of increased *r*ductivity and consumpti*n. To have produc*ivit*, as a *esult
</line>
<line>
t*ere is energy co*sumption. The energy to be p**d*c*d *mits CO2.
</line>
</par><par>
<line>
In t*is re***ning, *oares an* Lima (20*3) anal*zed t*e rel*t*ons*ip b*tween
</line>
<line>
energy
</line>
</par><par>
<line>
production, income an*
</line>
<line>
*arbon dioxide (CO2) emissi**s in Brazil, from 1962 to 2007, and
</line>
</par><par>
<line>
found that in Brazil, even wi*h * rel*tively clean energy matrix is *ot managing *o red*ce CO2
</line>
<line>
*mi**ions.
</line>
<line>
In *he same t*eme *s So*res and Lim* (20*3), researchers **ang and Cheng (20*9)
</line>
</par><par>
<line>
investigated the existence of *ranger ca*sality between econom*c
</line>
<line>
gro*t*,
</line>
<line>
**ergy
</line>
</par><par>
</page><line>
consumption a*d carbon *ioxide (C*2) emissio*s i* China si*ce 19*0 to 2007, they ap*lied a
</line>
<line>
Rev. FSA, Teresina, v. *9, n.1, ar*. 6, p. 104-1*9, j*n. 2*22 www*.fsan*t.com.b*/revista
</line>
</par><page>
<par>
<line>
Do Expen*itures on R*s*arch and Developme** (R&D) Cause Externalities in the Enviro**ent?
</line>
<line>
*13
</line>
</par><par>
<line>
multiva*ia** model of econ*mic gro**h and found evidence that n*i**er carbon *missions *or
</line>
<line>
energy c*n*umption promote economic growth in Ch*na.
</line>
</par><par>
<line>
Therefore, according t* Zhan* and Chen* (**09), CO* emissions and
</line>
<line>
energy
</line>
</par><par>
<line>
consum*tion d* not promote economic growth in Chin*. In this same follow-up *ang et al.
</line>
<line>
(**11) conducted a study *ith anothe* ob*ective, examining the causal relation*h**s betwee*
</line>
<line>
carbon *i**ide *missions, e*ergy *onsumption and actual econo*ic outpu* in ** pr*vince* in
</line>
</par><par>
<line>
C hi na
</line>
<line>
during the period 19*5 to 2007. Re**lt* showed t*at CO2 emissio*s,
</line>
<line>
ener*y
</line>
</par><par>
<line>
c*nsumptio* a*d economi* g*o*th appear t* be cointegrated. They f**nd
</line>
<line>
t*at energy
</line>
</par><par>
<line>
consumption a*d e*onomic gro**h *aus* *O* emis*ion*. There*o*e, they concluded that C*2
</line>
<line>
emission* in C*i*a will not *educ* and could un*ermine th* country's ec*no*ic growth.
</line>
</par><par>
<line>
Thus, increased
</line>
<line>
pr*ductivi**, energy produc*i*n, energy consumption, i*creased
</line>
</par><par>
<line>
**nsumption of go*ds and consequent economic growth *re CO2 emi*sions. **us, many
</line>
<line>
r*search*rs ha*e **nducted studies *o ver*fy i* tec*nological e*o*u*ion can be the solut*on to
</line>
</par><par>
<line>
p**v*nt
</line>
<line>
or reduce GHG emissions, as well as to remove them. I* this sense, *haa*i et
</line>
<line>
al.
</line>
</par><par>
<line>
(2016) anal*z*d th* *os*t*ve and *egative effects of techno*ogy in
</line>
<line>
developed countries
</line>
</par><par>
<line>
(Ger*any, th* United Ki*g**m, *ra*c*, t*e United States, and Cana**) fro* 1996 t* 2011.
</line>
</par><par>
<line>
Coi*tegration *esults *howed
</line>
<line>
*hat there is a l*ng-term
</line>
<line>
relationship bet*een the v*riabl*s
</line>
</par><par>
<line>
(R&D, GDP, Energy Use *nd Carbon Dio*ide Em*s*ions).
</line>
<line>
T*ere***e, in the study b* Shaari et al. (*016) showed *hat energy use and ec*nomic
</line>
<line>
gr*wth emit *HG and, as a result, R&* positively and negativ*ly i*fluences CO2 *miss*ons.
</line>
</par><par>
<line>
Alrea*y i* a n*w s*udy by Shaari at al. (2014), the
</line>
<line>
a*thors i*vestigate* the effe*ts of
</line>
</par><par>
<line>
econom*c
</line>
<line>
growth and *oreign direct investm*nt-FDI on CO2 emi*sion* from 15 dev*loping
</line>
</par><par>
<line>
count*ies fr*m 199* to 2012. The **sults *howed a coi*tegrate* re**tionsh*p. Among t*e
</line>
<line>
variabl*s (FDI, CO2 and GDP), **ey analyzed FMOLS an* *ound that, in the long run, direct
</line>
</par><par>
<line>
F*I has *o effec* on CO2 em*ssions. *he**fore, S*aari et al. (201*) s*at*d t**t
</line>
<line>
increases in
</line>
</par><par>
<line>
econom*c g*owth may *ntensif* CO2 emiss*ons.
</line>
</par><par>
<line>
3 MATE*IALS AND METHOD
</line>
</par><par>
<line>
3.1 Data
</line>
</par><par>
<line>
The econometric an*lysis us** secondary
</line>
<line>
data in *im* series col*ected fr*m the
</line>
</par><par>
</page><line>
Mi*istr* of Science, Tech*olo** and I*nov*ti*n - MCT* & * which adopts the meth**ology
</line>
<line>
according to OEC* (2002) "Fras*ati M**ual" o* the Org**iza*ion for Economic Cooperat**n
</line>
<line>
Rev. FSA, Teresin* PI, v. *9, n. 1, *rt. 6, *. 104-129, jan. 2022 www4.fsanet.com.br/re*ista
</line>
</par><page>
<par>
<line>
G. J. Val**etto, M. A. C. Oli*eira, G. *. *. Po*fi***, R. B. Costam C. *. Chi*riello
</line>
<line>
114
</line>
</par><par>
<line>
and Deve*o*ment, for the values o* *xpe*ditu**s in Re*earch a*d *evelopment (R&D). The
</line>
<line>
National **nk f*r Economic and Social Development (**DE*) is *espon*ible *o* cr**it
</line>
<line>
disbur*em*nt d*ta.
</line>
<line>
The *ra*ilian Ins*i*ute of *eogr*phy and Statis**cs (IBGE) ca*culates GD* and
</line>
</par><par>
<line>
disclo*es in the firs*
</line>
<line>
half of *ach year
</line>
<line>
the an*ua* GDP *or the previous period. *he
</line>
</par><par>
<line>
Greenhou** Gas Emissions ***imating System (SEE*) calcula*es the estimat** values of
</line>
</par><par>
<line>
*r*z*l'* Greenh*u*e Gas (GH*) e*issio*s
</line>
<line>
usi*g the emission fac*ors **om the
</line>
</par><par>
<line>
*ntergovernm*ntal Panel's Fifth Assessment *eport (AR5) 2013- IPCC. The I*CC *dopts the
</line>
</par><par>
<line>
acronym
</line>
<line>
CO*e for car**n dio**de equivalen*
</line>
<line>
to refer t* the *otal GH* Greenhouse G*ses
</line>
</par><par>
<line>
(*EEG, 2**7).
</line>
</par><par>
<line>
*he value* of t*e var*ables Pdpub, Pd*riv, BNDES are expressed in mi*lio*s of R*ais
</line>
<line>
and *n current value*. The GDP pe* capit* variable (P*bpc) is expr**se* i* one t*ousand Re*i*
</line>
<line>
and *he CO*Agro var*a*le is e*pre*sed in tons between 200*-2015. The *ata for analysis we*e
</line>
<line>
organiz*d *n Table 1 to provi** a be*ter *iew of the e*olu*ions t*ey had during the *tudy
</line>
<line>
period.
</line>
</par><par>
</page><line>
Rev. FSA, Teresina, v. 1*, n.1, art. 6, p. 104-129, ja*. 2022
</line>
<line>
www4.fsanet.com.br/revista
</line>
</par><page>
<par>
<line>
Do Expenditures o* Rese*rch and *evelopment (R&*) Ca*se Externalities i* the En*ironment?
</line>
<line>
115
</line>
</par><par>
<line>
3.2 Theore**cal M*del
</line>
</par><par>
<line>
Model (1) esti*ates the linea* a*d nonli*ear impact of spen*ing *n public R&D
</line>
<line>
(PDpub), p*ivate R&* (PDpriv); CO2e emissions from the agr*cultural sec*** (CO2Agro2) *n
</line>
<line>
Br*zil.
</line>
<line>
(1)
</line>
<line>
Model (2) *nalyzed the impact o*: R&* *xpendi*ures f** the publ*c (Pdpub) an*
</line>
<line>
priv**e (Pd*riv) secto*s, B**ES credit disburseme*ts (BN*ES); and GDP per capita (B*Ppc)
</line>
<line>
on CO*e Emiss*ons *rom the agricultura* *ec*or (CO2Agro) in Brazil.
</line>
<line>
(2)
</line>
<line>
3.3 Estimation Method
</line>
<line>
For the empirical ana*ysis, economet*ic modeling was define* as a method*logical
</line>
<line>
proced*re a*d t*e estimatio* method applied was the Ordinary Least Squares (*LS). For the
</line>
</par><par>
<line>
analysis
</line>
<line>
procedure, two d**ferent models **re
</line>
<line>
e**bo*ated, th* first one using p*bl*c and
</line>
</par><par>
<line>
**iv*te sector r*search a** deve*opm*n* (R&*) exp*nd*tures *n l*n*ar and *uadratic form, to
</line>
</par><par>
<line>
investigate the *mpact on CO2*
</line>
<line>
emissi*ns of the agr*cultural *ector (CO2Agro2) in Brazil.
</line>
</par><par>
<line>
And, *n t*e second model, *esi*es t*e
</line>
<line>
*xp**ditures
</line>
<line>
*n r*search an*
</line>
<line>
develo*ment (R&D) o*
</line>
</par><par>
<line>
the public an* private *ectors, t*e *redit disbur*ements of the Na*ional **nk of Socia*
</line>
</par><par>
<line>
Econom*c Development - BNDES and th* p*r *apita g*oss domes*ic product (GDP) to
</line>
</par><par>
<line>
in**st*gate
</line>
<line>
t*e i*p*ct on CO e emissio*s f*om the *
</line>
<line>
*gric*lt*ral sec*or (CO2Agro) i* Bra**l.
</line>
</par><par>
<line>
The estimation m*thod uses an e*onom*tri* *pproach to
</line>
<line>
t*me serie* d*ta *rom 2000-*01*.
</line>
</par><par>
<line>
T*e depen*ent
</line>
<line>
vari*ble of b*th m*dels is *he CO2 emissions from the
</line>
<line>
agricul*ura* sector
</line>
</par><par>
<line>
(CO2*gro) i* Br*z*l.
</line>
<line>
All va*i*bl*s wer* conve*ted to natural logarithms in the econometric analysis to av*i*
</line>
<line>
the ef*ects of v*riables tha* could af*ect the data. The use of logarit**s impro*es the
</line>
<line>
i*terpretat*** o* the coe*ficients al*owing *he evaluation *o be on a pe*centage basis.
</line>
<line>
For the *nalysis o* m*del fit, R2 was used. The coe*ficient of *eter*ination, called R²,
</line>
<line>
which i* a mea*ure *f f*t of a generalized linear statistical mod*l, such as **ne*r regression, in
</line>
</par><par>
</par>
</page><page>
<par>
<line>
*. J. *aleret*o, M. A. *. Oliveir*, G. *. O. Porfirio, R. *. *ostam C. L. C*i*ri*llo
</line>
<line>
*16
</line>
</par><par>
<line>
4 RESULTS AND DISCUSSION
</line>
</par><par>
<line>
4.* D*sc*ip*ive Da*a Analys*s
</line>
</par><par>
<line>
CO*e emissions over *he perio* 2000-201* grew by an ave*age o* 0.7*% with an
</line>
<line>
average o* 2,515,624,636.6 tons ** CO2* (Table 2), while CO2Agro emiss*on* *rew b* an
</line>
<line>
average of 1.66%. (Table 3) a*d an **erage of 453,541,96*.3 tons of CO2e (Tab*e 2). Per
</line>
<line>
capita G*P in the sam* perio* had an **erage inc*ease of 10.11% and *n av*rage of R $
</line>
</par><par>
<line>
1*,607.** (Tab** 2), suggesting that *he grow*h of *HG
</line>
<line>
emiss*ons di* n*t evolv*
</line>
</par><par>
<line>
***portionally t* GDP-per c*pita. *o*ever, fr** 2004 t* 2010 the*e was a reduction in total
</line>
</par><par>
<line>
estimated emiss*ons in B*azi* fr** 3,*29,252,165.35 tons to *,9*4,983,500.34 tons. In
</line>
<line>
t he
</line>
</par><par>
<line>
same period, total estimated emissions from the
</line>
<line>
a*ricu*t*r*l secto* *n*reased f*om
</line>
</par><par>
<line>
*53,*0*,2*3.20 tons to *72,207,175.68 tons, while GDP-per capita went from R $ 1*,703.18
</line>
<line>
i * 2 * 0 4 t o R $ 1 9 ,8 7 7 .6 8 i n 2 0 1 0 .
</line>
</par><par>
<line>
In *he inference *f th**e *ata, it appe*rs t*at
</line>
<line>
the agricu**ural *e*tor is emitting
</line>
</par><par>
<line>
g**e*h*use g*ses, proportional*y much *igher than th* tot*l CO2e em*ssions *f Brazil.
</line>
<line>
R&D *xpendi*ures for *ublic and private institutio*s inc*eased from 12.*0% **
</line>
</par><par>
<line>
13.30% f*om 2000 to
</line>
<line>
2015 (Ta*le 3) and avera*es of 19,228.5 and 17,511.9 (mi*lio*s of
</line>
</par><par>
</page><line>
Reais) respec*ive*y (T*ble 2), whi*h shows a balanc* between e*pe*dit*re for bot* se*to*s.
</line>
<line>
Rev. FSA, Teresina, v. 19, n.*, art. *, p. 104-*29, jan. 2*2* www4.fsanet.com.br/revista
</line>
</par><page>
<par>
<line>
*o Expend*tu*es on *e*earch and Devel*pment (R&D) C*use Externali*ies i* the Environment?
</line>
<line>
117
</line>
</par><par>
<line>
*he loans made b* BNDES in the *eriod u*der study result*d in an a*erag* percent*ge *f
</line>
<line>
14.7*% (Table 3) and an ***rage of 95.43*.0 (mill*ons of R*ais) (Table 2), *hile the per
</line>
<line>
capita B*P had *0.11%. a**rage incr*ase o*er the same period (Table *).
</line>
</par><par>
<line>
The *hree vari*b*es PDp*b, PD*r*v, B*DES, an* PIBpc
</line>
<line>
had averag* i*creases of
</line>
</par><par>
<line>
12.80%, 13.*0%, 14.75%, *0.11% (Table 3) respectivel*, whi*e the vari*bles C*2Agro a*d
</line>
<line>
CO2e had a* average i*crease of *.66% and 0.74%. Giv*n these data it can be inferr*d that
</line>
<line>
th* va*iables under *tudy may influ*nce the stabilization of greenhouse gas emissi*ns.
</line>
</par><par>
<line>
The evolution of the var*ables of this study is sho*n in Figure 1.
</line>
</par><par>
</page><line>
Rev. FSA, Teres*na PI, v. 19, n. 1, art. *, p. *04-129, jan. 20*2
</line>
<line>
**w4.fsanet.com.br/revis*a
</line>
</par><page>
<par>
<line>
G. J. Vale*etto, M. A. C. Oliveir*, G. *. O. Po**irio, R. B. C*sta* C. L. Chiar*ello
</line>
<line>
118
</line>
</par><par>
<line>
Figure 1 - An*ual evolutio* of *ari**les
</line>
</par><par>
<line>
*o*r*e: *** author in the **ta bas*: B*DES (2017); IBGE (2*17a);
</line>
<line>
MCT*&C (201*); SEEG (2018).
</line>
</par><par>
</page><line>
R*v. *SA, **r*sina, v. 19, n.*, art. 6, p. 104-*2*, j*n. 202*
</line>
<line>
www4.*sa*et.com.*r/revis*a
</line>
</par><page>
<par>
<line>
Do E**end*tures on Research **d *ev**opment (R&D) Ca*se *xte**al**ies in the Envir*nment?
</line>
<line>
119
</line>
</par><par>
<line>
4.2 A*a*ys*s and *is*uss*on of econometr*c res*lts
</line>
</par><par>
<line>
Th* p*o*os*d models wer* estimated in order to
</line>
<line>
analyz* the *mpact of R&D
</line>
</par><par>
<line>
exp*ndit*res for the public and private se*tors a*d the eco*om* (BNDES credit
</line>
<line>
disburse*en*s and GDP per capita) o* agricultura* sector CO2 emissions (C*2Agro) i* B*azil
</line>
<line>
between the per*od 2000 and 20*5.
</line>
<line>
*able * presents the e*onomet**c res*lt*.
</line>
</par><par>
</page><line>
Rev. FSA, Te*es*na PI, *. 1*, n. 1, a*t. 6, *. 104-129, jan. 2022
</line>
<line>
*w*4.f**net.com.b*/*evi**a
</line>
</par><page>
<par>
<line>
G. J. Valeretto, *. A. C. Olive*ra, *. *. O. Porfi*io, R. B. C*stam C. *. Chiariello
</line>
<line>
120
</line>
</par><par>
<line>
4.2.1 Analysis and discussion of the results o* Mo*els * **d 2
</line>
</par><par>
<line>
Tab*e 4 presents the eco*o**tric *e*u*ts of th* two *odels. Mo*el 1 analyzes
</line>
<line>
th e
</line>
</par><par>
<line>
linear a*d *o*li*ear impact *f public and private R&* *xpe*d*ture* on CO*Agro em*ssion*.
</line>
<line>
Model 2 analyzes the linea* i*pact of: *ubli* and privat* R&D e*pen*itu*es; credit
</line>
</par><par>
<line>
dis*ur*eme*ts made by *NDES;
</line>
<line>
an* Gr*ss Domestic Pr*duct Per capita *n CO2Agro
</line>
</par><par>
<line>
emi**ions. The
</line>
<line>
fit o* the models presented a great level, in Model 1 R2 was 0.**2 and in
</line>
</par><par>
<line>
Model 2 R2 was 0.977
</line>
<line>
In *odel *, th* logarith* of R&D expenditu*e for the Pub*ic-log sector (*dpub)
</line>
</par><par>
<line>
resulted in -0.373 (negati*e) and sig*ific*nt with p-value
</line>
<line>
<0.05. This *esult suggest* *hat
</line>
</par><par>
<line>
incre*ses ** R&D expendi**re in the public sec*or promote t*e red*ctio* of CO*e emissions i*
</line>
<line>
t*e *gri*ult*ral sector in a *inear *anner. In th* nonlinear fo*m the co*fficient was -0,0*0 and
</line>
<line>
p-**lue <0.10 significant.
</line>
<line>
In Mod** 2, t*e R&D exp*nd*ture c*efficient for the Pub*ic-log sector (Pdpub)
</line>
</par><par>
<line>
resu*ted *n -353 (*egativ*) and significant with p-va*ue <*.0*. T*is result suggests that
</line>
<line>
th e
</line>
</par><par>
<line>
greater
</line>
<line>
*he in*e*tments i* R&D in *he public sector, the *ower th* CO2e emissions in the
</line>
</par><par>
<line>
*g*ic**tural se*tor.
</line>
<line>
Therefor*, both models pres**ted similar resul**, b*t model 2 presents a more
</line>
</par><par>
<line>
significant r*sult becau*e it
</line>
<line>
presents
</line>
<line>
h*gher coefficie*t a*d statisti*al signi*icanc*. So, these
</line>
</par><par>
<line>
*e**lts *uggest that R&D exp*ndi*ures for the pub**c sector contribute to the *edu***on of
</line>
</par><par>
<line>
C*2* and agricultural e*issio*s. Cons*quently, there is
</line>
<line>
evidence that
</line>
<line>
public R&D
</line>
</par><par>
<line>
expenditures positively imp**t CO2e and livesto*k *missions.
</line>
</par><par>
<line>
T*e study by Rauli*o (2*18) c*rr*borates the *esults of *his analy*is. The auth*r sta*es
</line>
</par><par>
<line>
that the grea*er the investments in technologies, especi*ll* in t*chnologies that e*abl*
</line>
<line>
* he
</line>
</par><par>
<line>
m*tigation of GH* emis*ions and the red*ction *f environmental impact*, *he be*ter th*
</line>
<line>
conditio*s of s*cial we*fare.
</line>
<line>
Moreover, this resu** is in a*reement with the stu*ies by Y*i and *eetha (2*17) that
</line>
<line>
examined the causal relat*onship between techno*ogi*al in*ovation an* CO2e e*issions with
</line>
<line>
economi* growth, electric**y co***mption and energy price in Malaysia. D*ta over the per*od
</line>
<line>
from 197* to 20*3 were analyzed usi*g the VEC* and TYDL gr*n*er c*usal*ty tests. The
</line>
</par><par>
<line>
resul*s
</line>
<line>
i*dicat*d that technological *nnovat*on is n*ga*ively *elated to short-*e*m CO2e
</line>
</par><par>
</page><line>
*mission*, while *o long-term rel*tionshi* *as f*und, ie, the study sugge*ts that technolo*y
</line>
<line>
innovat**n pro*otes, in **e sh*rt t*rm, the redu**ion of C*2e emiss**ns.
</line>
<line>
Rev. *SA, Ter**ina, v. 19, n.1, *rt. 6, p. 104-129, j*n. 2022 www*.fsan**.com.br/revis*a
</line>
</par><page>
<par>
<line>
*o *xpen*itu*es on Research and D*velopment (R&D) Caus* Externalities *n the Environment?
</line>
<line>
121
</line>
</par><par>
<line>
The result still goes a*a*nst Fernández et al. (201*) w*o
</line>
<line>
in their study empirically
</line>
</par><par>
<line>
verifie* whet*e* *nno*a*i*n e*fo*ts *ave a positive effect *n *ed*cing *O2e emissions in the
</line>
<line>
European Union, th* Un*ted States and China from 1990 to 20*3. The est**ate was made
</line>
</par><par>
<line>
u**ng an ordin*r* least s*uares
</line>
<line>
line*r re*ression, usi*g R&D expe*ditu**s and energ*
</line>
</par><par>
<line>
consu*ption as *ndep*nd*nt va*iabl*s. The resul*s suppor* *he hyp*thesis that *he red*c*ion of
</line>
</par><par>
<line>
CO2 emissions *n d*velope* count*ies may be a co*s*quence of the
</line>
<line>
con**ib*t*on of R&D
</line>
</par><par>
<line>
*xp*n*itures.
</line>
</par><par>
<line>
A* an example that R&D cor*oborates the re**c*ion ** C*2 em*ssion* is sugg**ted in
</line>
<line>
the study by Burch*rt-Korol et al. (*01*) aimed to disseminate the t*chnologi*al *nnovations
</line>
<line>
*ha* mos* partic*pate i* reducing greenhouse *as e*iss*ons dur*ng th* productio* of st**l. The
</line>
</par><par>
<line>
r*sult fe*tured *nnov*t*ve steelm*ki*g techn*logies *hat reduce greenhouse gas
</line>
<line>
(GHG)
</line>
</par><par>
<line>
emiss*o*s b* *5-*5%.
</line>
</par><par>
<line>
Mode* 1 the lo*arithm of *&D expenditures for the private sector r*sulted in
</line>
<line>
a
</line>
</par><par>
<line>
c*e*f*cie*t of 0.522 (p*sitive), w**h p-value <0.01 with high signific*nce. That i*, in *he linear
</line>
</par><par>
<line>
*mpact analysis, in*re*s*s i* R&D expendit*re ** t*e private secto* corrobor*te with
</line>
<line>
t h*
</line>
</par><par>
<line>
increase in agricu*t*ral CO2 e**ssi*ns, but a* the fi*st *o**nt, in
</line>
<line>
*he nonlinear impact
</line>
</par><par>
<line>
anal**is, t*e coefficient resul*e* in -*,000 (negat*ve)
</line>
<line>
and with *i*nificance p-value <0.05,
</line>
</par><par>
<line>
dat* that su*gest the
</line>
<line>
existence of a maximum poi*t, and f*om this point, the CO2 emi*s*ons
</line>
</par><par>
<line>
*rom Farming beg*n to decrease with *ach unit i*vested ** private sec*or
</line>
<line>
R&D. *hi* result
</line>
</par><par>
<line>
suggest*
</line>
<line>
that spending on pr*v*te R&D m*y contribute to the redu*tion of CO2e *nd
</line>
</par><par>
<line>
agricultural *m*s*ions ove* *ime. Similar *esult, which
</line>
<line>
suggests *hat private s*cto* R&D
</line>
</par><par>
<line>
expe*ditures *ontribut* to i*cre*s*d agric*lt*ral CO2 em*ssions, no oth*r st*dy was found.
</line>
</par><par>
<line>
*n m*del
</line>
<line>
2, in c*n*ra*t to
</line>
<line>
the res*lt of model *, e*penditures on research a*d
</line>
</par><par>
<line>
deve*opm*nt (R&D) *or the
</line>
<line>
private sector, w**n *nalyzed together wi*h *he *og*rithm of
</line>
</par><par>
<line>
BNDES credi* dis*ursements and per capita *r*ss domestic pro*u*t, pres*nted a coefficient -
</line>
</par><par>
<line>
0.078 (negative) and *ith p-va*ue>
</line>
<line>
0.*0 without statistical **g**fi*ance. But because the
</line>
</par><par>
<line>
co**ficie*t is n*gative, *t sho*s tha* incr*ases in R&D *pending in the *rivate sector promote
</line>
<line>
a re*u*tion in CO2e in the a*ricultural sector, b*t with l*ttle i*tens*ty. *his resu*t i* i*
</line>
<line>
agreement *it* t*e studies *y *e*nández et al. (2018) and Burchart-*orol e* *l. (2016), wh*
</line>
<line>
stated that inves**e*ts in R&D co**r*bu*e to the reduction of CO*e e*iss*ons.
</line>
</par><par>
<line>
Therefor*, t** r*sult of the i**act
</line>
<line>
of
</line>
<line>
p*i*ate R&D expenditures o* Model was 1 in
</line>
</par><par>
<line>
contras* to *he *mpact of *ub*ic s*ctor R&* e*penditu*es, th*t is,
</line>
<line>
public sector *&D
</line>
</par><par>
</page><line>
promot*s r*duction of ag*ic*ltural *O2 emissi*ns and p*ivate s*cto* R&D increases
</line>
<line>
Rev. FSA, Ter*sina PI, v. 1*, n. 1, art. 6, p. 104-*29, jan. 2022 www4.f*anet.co*.b*/*evista
</line>
</par><page>
<par>
<line>
*. J. Valeretto, M. *. *. *li*ei*a, G. E. O. Porfirio, *. B. Co*ta* C. L. Chiariello
</line>
<line>
122
</line>
</par><par>
<line>
gre*nhouse gas emission*. Agricultural *O2, *ut until a c*rtain time, an* after that, al*o
</line>
<line>
r*duces emissio*s.
</line>
<line>
T*us, it ca* *e *ecommended that priv*te secto* R&D e*p**ditures could be favorable
</line>
<line>
fo* red*ci*g CO2e emis*ions if they were to *e realized in large* amounts so as to enable *he
</line>
<line>
same effects as R&D ex*en*itu*es on the public sector.
</line>
</par><par>
<line>
In th*s context, Zuniga et al. (2016) en*ure
</line>
<line>
that the Braz**ian
</line>
<line>
private sec*** invests
</line>
</par><par>
<line>
little in science, technolog* and innovation (CT&I) in various critica* areas of researc*,
</line>
<line>
developmen* an* inn*vation (RD&I), or *ther intangible ass*ts when compar** to its *e**s
</line>
</par><par>
<line>
and OECD
</line>
<line>
cou**r*es. **ber (2004) in his stu*y stated that the B*a*ili*n
</line>
<line>
go*e*nmen* makes
</line>
</par><par>
<line>
most of the inv*s*ment* in *&D, wh*le the pub*ic sector in*ests only 3*%.
</line>
</par><par>
<line>
According to the ab*ve c*nsiderati*ns, any R&* expenditure *an
</line>
<line>
co*r*borate the
</line>
</par><par>
<line>
redu*tion
</line>
<line>
*f CO2e emissions, a fact
</line>
<line>
that *s *n agreement with t*e authors Solow (19*6) and
</line>
</par><par>
<line>
Go*da (2005) w** **fe*ded th* *echn*logy wi*h the
</line>
<line>
argume*t that the
</line>
<line>
ecolo*ic*l *roble*s
</line>
</par><par>
<line>
cau*e* by the e*onomic *r*wth wil* be overc*me *ith t*ch*ologica*
</line>
<line>
progre*s
</line>
<line>
that creat*s
</line>
</par><par>
<line>
new resour**s *o mee* new or old need*, or *e*lace* scarc* *esources a*d / or save* ex*sting
</line>
<line>
resour*e*.
</line>
<line>
In *o*el 2, the *og(BN*ES) *ariable h*d the same beh**i** *s R&D ex*enditur* f**
</line>
<line>
*he private sec*or, with the coef*icient -0.003 (ne*ativ*) and no* statis*ically si*n*f*can* w*th
</line>
</par><par>
<line>
p-v**ue> 0.10. Th*s re*ult has low rel**ance
</line>
<line>
to
</line>
<line>
co*roborate the increases or reducti*ns in
</line>
</par><par>
<line>
CO2e emissions from the ag*i*ultural sector. But acco*di** to Muhammad e* a*. (2013) who
</line>
<line>
examined the links between economic growth, energy *onsumption, *i*ancial deve**pment,
</line>
</par><par>
<line>
t*ade o*e**ess
</line>
<line>
and CO2e
</line>
<line>
emiss*ons dur*ng the perio* f*om 1*75 to 201* in *ndonesia.
</line>
</par><par>
<line>
Empiri*al r*s**t* hav* ***gested that ec*n*mic growth and en*rgy consumption *nc*ease
</line>
</par><par>
<line>
C*2* emissions, but fi*ancial
</line>
<line>
devel*pm**t and trade openne*s compress it *nd may play
</line>
<line>
a
</line>
</par><par>
<line>
r*le in improving *nvironmental qu*lity. Thus, acc*rdin* t* the re*ults
</line>
<line>
of t he * t ud y
</line>
<line>
by
</line>
</par><par>
<line>
Muhammad e* al.
</line>
<line>
(2013), we
</line>
<line>
can c**si*er th*t BNDES plays a si*nificant role in
</line>
<line>
finan**al
</line>
</par><par>
<line>
devel*pment, w*ich in t*rn corroborates the compr*ssion of CO*e e*issions.
</line>
</par><par>
<line>
Accordi*g to t*e studies listed in this it*m, *t c** *e infer*ed th*t with the
</line>
<line>
financia*
</line>
</par><par>
<line>
de*elopment an* c*nsequent increase in the s*pply of re*ou**es *n *he market, as per*o*me*
</line>
<line>
b* BNDES, it is possible to reduce or int*nsify emis*ions.
</line>
<line>
In M**el 2, the GDP p*r ca*ita pr*sente* the coefficient 0.697 (posi*ive) and *it*
</line>
</par><par>
<line>
statistical signi*icance
</line>
<line>
p-value <0.0*. This result demonstrate* that per capita GDP impacts
</line>
</par><par>
<line>
e*i*sions with increas*s *n
</line>
<line>
a*ricul*ural CO2. This result show* high relevance of t*i*
</line>
</par><par>
</page><line>
Rev. F*A, *eresina, v. 19, n.1, *rt. 6, p. 104-*29, jan. 2*22
</line>
<line>
www*.f*anet.com.br/rev*st*
</line>
</par><page>
<par>
<line>
D* Expe*ditures on Rese*rch *nd Developm*nt (R&D) Ca*s* Extern*li*ie* in the Envi*o*ment?
</line>
<line>
1*3
</line>
</par><par>
<line>
*a*iabl*, but i* is opp*site *o the results of *he ot*er v*riables *f th*s mode*, beca*se t** per
</line>
<line>
capita *D* corroborates the incre*se of CO2Agro **issions.
</line>
<line>
T*is result c*nf*rms the studie* b* Shaa*i et *l. (2014) when the* stated tha* i*creas*s
</line>
</par><par>
<line>
in **ono*ic growth may intensify CO* *missions. *t *ls* corroborat*s the studie*
</line>
<line>
by
</line>
</par><par>
<line>
*e**rborg *nd Sn*bohm (2016) that *xamined the relationship b*tween GD* per capita and
</line>
<line>
per capita emissio*s of *O2e.
</line>
</par><par>
<line>
The study was c*nduct** in 6* *ndustrialized countries and *5 poo*
</line>
<line>
countries using
</line>
</par><par>
<line>
cross-*e*tional dat*. The e*pi*ical res*l* of the cros*-se*tion*l stu*y **dicat** that there is a
</line>
<line>
relat*ons*ip between GDP p*r capita and CO2e emis*ions per capita. The *orrelatio* was
</line>
<line>
p*sit*ve, su*gesting *hat GD* gro*th p*r capita lead* to in**ease* CO2* emission*
</line>
<line>
The**fore, the analysis of th* impact of G*P pe* capit* on a*r*cu*tural CO2 em*ssions
</line>
<line>
sug*ests t*at thi* variable promotes in*rea*es in agricultural CO2 em*ss*ons.
</line>
<line>
5 *ON*LUSION*
</line>
<line>
In the *ont*xt ** the study, it was found that *ncrea*e* i* public and p*ivate research
</line>
<line>
and *evelopme*t (R&D) expend*tures **ad to a *educ*ion in CO*e e*issions. *heref*re, *&*
</line>
<line>
*xpendi*ures g*nerate posi*ive externalities fo* the en*ironment an*, in this stud*,
</line>
<line>
specifically, are the reducti*ns o* impacts on CO2e e*issions in *he agricul*ural sector. B*t it
</line>
<line>
should be n*ted t*at in the *inear analysis of the *mpa*t of incr*ases in R&D expenditures in
</line>
</par><par>
<line>
the privat* sector, it was found th** th*y
</line>
<line>
c*rrob*rate the increase in CO2 and agri*ultura*
</line>
</par><par>
<line>
e*issions, bu* in the first instance, in th* a*alysis of nonlinear impact ther* is a *ugg*stion o*
</line>
</par><par>
<line>
the existe*ce of a m*ximu* *oint, and from this *oint, Ag*icultura* CO emissi*n* be**n to 2
</line>
<line>
de**ea*e wit* each uni* invested in R&D in the pr*v*te sect*r.
</line>
</par><par>
<line>
The behavior
</line>
<line>
of ec*nomic variables (disbursement* wi*h BNDES credit and
</line>
<line>
Gross
</line>
</par><par>
<line>
Domes*ic Product per *apita) are no* si*ilar, d*sbursements from BNDES pro*ote
</line>
<line>
a
</line>
</par><par>
<line>
*edu*tio* in
</line>
<line>
agricult*ral CO2 emissions with
</line>
<line>
low statis*ical s*gnifi*ance, GD* p*r cap*ta
</line>
</par><par>
</page><line>
presented hig* sta**sti*al si*nificance i* th* imp*ct of emissions, th*t is, strongly *or*oborates
</line>
<line>
th* inc*eas* in emissions in CO2e and *gricu*ture. Th*r*fo*e, the results suggest that *ith t*e
</line>
<line>
*eve*op*ent of t*e cou*try, and from th* increase in R&D expenditur** for bo** pu*lic an*
</line>
<line>
private sectors, clean technologies wi*l be ge*er*ted over t*me, aiming at r*ducing C*2e
</line>
<line>
emiss*o*s i* th* agricultural s*ctor. Th** sector is v*ry im**rtant for the Bra*i*ian an* *orld
</line>
<line>
economy.
</line>
<line>
R*v. FSA, Teres*na P*, v. 19, n. 1, ar*. 6, p. 104-129, jan. 2022 www4.fsanet.c*m.br/revista
</line>
</par><page>
<par>
<line>
G. J. Val*rett*, M. A. C. O**ve*ra, G. E. *. *or*irio, R. B. Costam C. *. Chiariello
</line>
<line>
12*
</line>
</par><par>
<line>
There*or*, it is sugg**te*, as a po*s*bl* dis*ussion for future works, to analyze the
</line>
</par><par>
<line>
imp*ct of expe*ditur*s on *esear*h a*d Developmen* in the Pu*lic and Private Sect*r
</line>
<line>
on
</line>
</par><par>
<line>
CO2e *missions *y ot*er produc*iv* sectors in South Ameri*a.
</line>
</par><par>
<line>
REFERÊNCIAS
</line>
</par><par>
<line>
BNDES- B*nc* Nacional
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*e Desenvolvimento. Evol*ção d*s dese*bols**- Desempenh*-
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201701_series_setor*ais.xl*x. BNDES, 2017. Disponí*el **: <
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https://www.
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b*des.gov.br/wps/*ortal/site/hom*/*ranspar*ncia/estat*sticas-desempenho/desembolsos>.
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Aces*o em: 26 d*z. 2017.
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BOOPEN, Seeta*ah, V*NESH, San*assee. On the Relat*onshi* Between C*2 Emission* A*d
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Econo*i* Grow**: The Mauritian Exper*e*ce. Universit* Of Mauritius: Ré*uit, *o*a,
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Disponível
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e*:<
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http://www.dl.i*dst.o*g/pdfs/files/
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3*983d*b0f9ae*d0d649a5c96b267272.pdf >. Acesso em: *4 *a*. 2018.
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*EDERBORG, Jenny; SNÖBO*M, S*ra. Is there a
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COCC*A, *ario. W*a* is *he op*imal rate of R&D investm*nt to maximize
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*roductiv*ty
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gro*th?. Te*hnologica* Forecas*in* **d Social Ch*nge,
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Acess* **: 20 *ez. 2018.
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COC*IA, Mar*o. Public and pri**te invest*ent in R&D: *om*lementa*y eff*ct* a*d
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inte**ction
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wi*h prod*c*ivity gr*wth. *uropean Revi*w o* Industrial E*o*o*ics and
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Policy,
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v.
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1,
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2010.
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p.
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1-21.
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Disp*nív*l
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em:
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<
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*t*p://revel.unice.fr/er*ep/pdf.php?id=*085&revu*=eriep>. Acesso e*: 2* d*z. 20*8.
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ER*E*, F*bio Stefano. Innovatio* and th* *e*e*opmen* **nventi*n in Brazil. Revi**a
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Brasilei**
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de
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**o*ação,
</line>
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v. 3,
</line>
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n.
</line>
<line>
1,
</line>
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p.
</line>
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G. J. Valer*t**
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M. A. C. Oliveira
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*. E. O. P*rfirio
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R. B. Costa*
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C. L. Chiariell*
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1) c*ncepção e planejame*t*.
</line>
<line>
X
</line>
<line>
X
</line>
<line>
*
</line>
<line>
*
</line>
<line>
X
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</par><par>
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2) análise e interpretação dos *ados.
</line>
<line>
X
</line>
<line>
X
</line>
<line>
X
</line>
<line>
X
</line>
<line>
*
</line>
</par><par>
<line>
3) el*bora**o do rasc*nh* ou *a *evisão crítica do conteúd*.
</line>
<line>
*
</line>
<line>
*
</line>
<line>
X
</line>
<line>
X
</line>
<line>
X
</line>
</par><par>
<line>
4) p*rticipação *a aprovação da versão fin** do manuscrito.
</line>
<line>
X
</line>
<line>
X
</line>
<line>
*
</line>
<line>
X
</line>
<line>
X
</line>
</par><par>
</page><line>
R*v. FSA, Teresina P*, v. 19, n. *, art. 6, p. 104-129, *a*. 2022
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www4.fsanet.com.br/r*vista
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