scieee Science in your language
[pt] (orig)

A excelência em transição: as dinâmicas de acesso ao ensino superior de estudantes distinguidos no ensino secundário

Abstract

Mapear as dinâmicas de acesso ao ensino superior público de 340 antigos estudantes de cursos científico-humanísticos distinguidos por mérito escolar no 10.º; 11.º; 12.º constitui o objetivo primeiro desta comunicação enquadrada em projeto de doutoramento financiado (SFRH/BD/102429/2014). A análise aos resultados do concurso nacional de acesso entre 2012 e 2016 evidencia descontinuidades expressivas no acesso ao ensino superior, com 32,9% dos estudantes distinguidos a serem excluídos da 1.ª opção da candidatura concernente ao ano de conclusão dos estudos no ensino secundário, após infrutíferas tentativas na 2.ª e 3.ª fase. Está se na presença de 112 estudantes três vezes “medalhados com o ouro”, pelo mesmo sistema público de ensino que na fase de transição lhes consente uma de duas alternativas: manter a linearidade do percurso escolar, com o acesso ao ensino superior por via de segundas opções ou quebrar a sequencialidade do trajeto e voltar a concorrer no ano ulterior.

Read accessible full text

A excelência em transição: as dinâmicas de acesso ao ensino superior de estudantes distinguidos no ensino secundário

Author: Borges, Germano José Conceição Pinto; Torres, Leonor Lima
Year: 2017
Source: https://repositorium.uminho.pt/bitstreams/dd8f89d8-5df3-4a8b-9f4f-634aa944c47e/download
,,(1-,( (1&217521$&,21$/
'(-29(16 ,19(67,*$'25(6(0('8&$d®2
25*
$1,=$'25(6
*UDoD 6LP}HVGH&DUYDOKR 0DULD GH /RXUGHV 'LRQ VLR
&HQWUR GH ,QYHVWLJDomR HP (VWXGRV GD&ULDQoD &,(& &HQWUR GH ,QYHVWLJDomR HP (GXFDomR &,(G
8QLYHUVLGDGH GR 0LQKR
,QVWLWXWR GH
(GXFDomR
d1dh>K
//E:/ͲŶĐŽŶƚƌŽEĂĐŝŽŶĂůĚĞ:ŽǀĞŶƐ/ŶǀĞƐƚŝŐĂĚŽƌĞƐĞŵĚƵĐĂĕĆŽ>ŝǀƌŽĚĞZĞƐƵŵŽƐϮͲϯ
ĚĞũƵŶŚŽĚĞϮϬϭϳhŶŝǀĞƌƐŝĚĂĚĞĚŽDŝŶŚŽ
KZ'E/KZ^
'ƌĂĕĂ^ŝŵƁĞƐĚĞĂƌǀĂůŚŽ ΘDĂƌŝĂ>ŽƵƌĚĞƐ ŝŽŶşƐŝŽ
/K
ĞŶƚƌŽ ĚĞ /ŶǀĞƐƚŝŐĂĕĆŽ Ğŵ ĚƵĐĂĕĆŽ ;/ĚͿ Ğ ĞŶƚƌŽ ĚĞ /ŶǀĞƐƚŝŐĂĕĆŽ Ğŵ ƐƚƵĚŽƐ ĚĂ
ƌŝĂŶĕĂ;/Ϳ
/ŶƐƚŝƚƵƚŽĚĞĚƵĐĂĕĆŽhŶŝǀĞƌƐŝĚĂĚĞĚŽDŝŶŚŽ
/^E
ϵϳϴͲϵϴϵͲϴϱϮϱͲϱϭͲϮ
d
ϮϬϭϳ
EKd/dKZ/>
KƉƌĞƐĞŶƚĞ>ŝǀƌŽ ŝŶƚĞŐƌĂ ƌĞƐƵŵŽƐ ĂůĂƌŐĂĚŽƐ ƌĞĨĞƌĞŶƚĞƐĂŽ ϮǑE:/Ͳ ŶĐŽŶƚƌŽEĂĐŝŽŶĂůĚĞ
:ŽǀĞŶƐ/ŶǀĞƐƚŝŐĂĚŽƌĞƐĞŵĚƵĐĂĕĆŽ ƌĞĂůŝnjĂĚŽŶĂhŶŝǀĞƌƐŝĚĂĚĞĚŽDŝŶŚŽ
WK/K^
ƐƚĞ ƚƌĂďĂůŚŽ Ġ ĨŝŶĂŶĐŝĂĚŽ ŶŽ /ŶƐƚŝƚƵƚŽ ĚĞ ĚƵĐĂĕĆŽ ĚĂ hŶŝǀĞƌƐŝĚĂĚĞ ĚŽ DŝŶŚŽ ƉĞůŽƐ
ƉƌŽũĞƚŽƐh/ϭϲϲϭϮϬϭϯĞh/ϭϲϲϭϮϬϭϲĚŽ/Ě ;ĞŶƚƌŽĚĞ/ŶǀĞƐƚŝŐĂĕĆŽĞŵ
ĚƵĐĂĕĆŽͿ ĂƚƌĂǀĠƐ ĚĞ ĨƵŶĚŽƐ ŶĂĐŝŽŶĂŝƐ ĚĂ &dDd^ͲWd Ğ ƉĞůŽ ƉƌŽũĞƚŽ
h/ϬϬϯϭϳϮϬϭϯ ĚŽ / ;ĞŶƚƌŽ ĚĞ ƐƚƵĚŽƐ ĚĂ ƌŝĂŶĕĂͿ ƉŽƌ ĨƵŶĚŽƐ ŶĂĐŝŽŶĂŝƐ
ĂƚƌĂǀĠƐĚĂ&d ĞĐŽĨŝŶĂŶĐŝĂĚŽƉĞůŽ&ƵŶĚŽƵƌŽƉĞƵĚĞĞƐĞŶǀŽůǀŝŵĞŶƚŽZĞŐŝŽŶĂů;&ZͿ
ĂƚƌĂǀĠƐĚŽKDWdϮϬϮϬʹWƌŽŐƌĂŵĂKƉĞƌĂĐŝŽŶĂůŽŵƉĞƚŝƚŝǀŝĚĂĚĞĞ/ŶƚĞƌŶĂĐŝŽŶĂůŝnjĂĕĆŽ
;WK/ͿĐŽŵĂƌĞĨĞƌġŶĐŝĂWK/ͲϬϭͲϬϭϰϱͲ&ZͲϬϬϳϱϲϮ

$H[FHO QFLDHPWUDQVLomRDVGLQkPLFDVGHDFHVVR
DRHQVLQRVXSHULRUGHHVWXGDQWHVGLVWLQJXLGRVQR
HQVLQRVHFXQGiULR
*HUPDQR%RUJHV/HRQRU/LPD7RUUHV
&HQWURGH,QYHVWLJDomRHP(GXFDomRGD8QLYHUVLGDGHGR0LQKR&,(G80
JHUPDQRSLQWR#JPDLOFRP
,QVWLWXWRGH(GXFDomRGD8QLYHUVLGDGHGR0LQKR,(80&HQWURGH,QYHVWLJDomRHP
(GXFDomRGD8QLYHUVLGDGHGR0LQKR&,(G80 OHRQRUW#LHXPLQKRSW
5HVXPR0DSHDUDVGLQkPLFDVGHDFHVVRDRHQVLQRVXSHULRUS~EOLFRGH
DQWLJRVHVWXGDQWHVGHFXUVRVFLHQW ILFRKXPDQ VWLFRVGLVWLQJXLGRVSRUPpULWR
HVFRODUQRFRQVWLWXLRREMHWLYRSULPHLURGHVWDFRPXQLFDomR
HQTXDGUDGD HP SURMHWR GH GRXWRUDPHQWR ILQDQFLDGR
6)5+%'$DQiOLVHDRVUHVXOWDGRVGRFRQFXUVRQDFLRQDOGH
DFHVVRHQWUHHHYLGHQFLDGHVFRQWLQXLGDGHVH[SUHVVLYDVQRDFHVVR
DR HQVLQR VXSHULRU FRP  GRV HVWXGDQWHV GLVWLQJXLGRV D VHUHP
H[FOX GRVGDRSomRGDFDQGLGDWXUDFRQFHUQHQWHDRDQRGHFRQFOXVmRGRV
HVWXGRVQRHQVLQRVHFXQGiULRDSyVLQIUXW IHUDVWHQWDWLYDVQDHIDVH
(VWiVHQDSUHVHQoDGHHVWXGDQWHVWU VYH]HVPHGDOKDGRVFRPRRXUR
SHOR PHVPR VLVWHPD S~EOLFR GH HQVLQR TXH QD IDVH GH WUDQVLomR OKHV
FRQVHQWH XPD GH GXDV DOWHUQDWLYDV PDQWHU D OLQHDULGDGH GR SHUFXUVR
HVFRODU FRP R DFHVVR DR HQVLQR VXSHULRU SRU YLD GH VHJXQGDV RSo}HV RX
TXHEUDUDVHTXHQFLDOLGDGHGRWUDMHWRHYROWDUDFRQFRUUHUQRDQRXOWHULRU
3DODYUDVFKDYH ([FHO QFLDHVFRODU$FHVVRDR(QVLQR6XSHULRU 3HUFXUVRV
HVWXGDQWLV 5HFRPSHQVDGRPpULWRHVFRODU
,QWURGXomR
$V FHULPyQLDV S~EOLFDV GH GLVWLQomR FRQVWLWXHP QD DWXDOLGDGH XPD SUiWLFD
PHGUDQWHQDHVFRODS~EOLFDSRUWXJXHVDFRPHVSHFLDOSURHPLQ QFLDQRHQVLQR
VHFXQGiULR YLVDQGR IXQGDPHQWDOPHQWH SUHPLDU RV UHVXOWDGRV HVFRODUHV GRV
HVWXGDQWHVQXPDFODUDYLVmRLQVWUXPHQWDOGRPpULWRGDGRTXHDDYDOLDomR
GDTXLORTXHFRQWDFRPRPpULWRVHFLQJHjVFODVVLILFDo}HV2FRUSRQRUPDWLYR
GDV LQVWLWXLo}HV HVFRODUHV HVWi WUHVSDVVDGR SRU XP H[WHQVR Op[LFR GH
PHFDQLVPRVGHGLVWLQomRTXHYLVDPIXQGDPHQWDOPHQWHSUHPLDURVUHVXOWDGRV

GRVHVWXGDQWHV7RUUHV3DOKDUHV %RUJHV4XDGURVGHH[FHO QFLD
EROVDV GH PpULWR ORXYRUHV GH PpULWR PHQo}HV GH PpULWR FHUWLILFDGRV GH
PpULWR PHQo}HV GH H[FHO QFLD PHQo}HV KRQURVDV W WXORV GH PpULWR
GLSORPDVGHPpULWR GLSORPDVGHORXYRUTXDGURV GHKRQUDVmR DOJXQVGRV
H[HPSORV GH GLIHUHQWHV QRPHQFODWXUDV SDUD XP ~QLFR SURSyVLWR R GH
UHFRPSHQVDU R PpULWR HVFRODU 1HVWH FHQiULR SHUIRUPDWLYR RV RXWRUJDGRV
FRPDFKDQFHODGDH[FHO QFLDSRGHUmRVHULPSHOLGRVDDXWRUUHSUHVHQWDUHPVH
GH H[FHOHQWHV H VHUHP FRQRWDGRV FRPR WDO SHORV VHXV IDPLOLDUHV TXH OKHV
SUHFRQL]DP XP IXWXUR EULOKDQWH D FRPHoDU SHOD HWDSD GD FDQGLGDWXUD DR
HQVLQRVXSHULRU6HUiTXHDFDQGLGDWXUD DRHQVLQRVXSHULRUGHVWHJUXSRGH
DOXQRV p DSHQDV PDLV XPD HWDSD GH YDOLGDomR GD OLQHDULGDGH GDV VXDV
WUDMHWyULDV HVFRODUHV GH H[FHO QFLD" 2X UHSUHVHQWDUi D HWDSD LQLFLDO GH XP
FRQMXQWR GH GHVFRQWLQXLGDGHV QmR HVSHUDGDV TXH DFDEDUmR Mi QR HQVLQR
VXSHULRUSRUID]HUJRUDURHVWDWXWRGHH[FHO QFLDDQWHULRUPHQWHJUDQMHDGR"
(QTXDGUDGD HP SURMHWR GH GRXWRUDPHQWR ILQDQFLDGR D SUHVHQWH
FRPXQLFDomRWHPFRPRREMHWLYRFRQKHFHUDVGLQkPLFDVGHDFHVVRDRHQVLQR
VXSHULRUGDTXHOHVTXHQRVHFXQGiULRRVLVWHPDS~EOLFRDWULEXLXGLVWLQo}HV
SRUPpULWRHVFRODU
&RQWH[WXDOL]DomR7HyULFD
$DFHQWXDGDLPSRUWkQFLDTXHpFRQIHULGDjUHFRPSHQVDGRPpULWRHVFRODUp
XPGRVUHIOH[RVGRVFHQiULRVSHUIRUPDWLYRVTXHWUHVSDVVDPDHVFRODS~EOLFD
H TXH LQYDULDYHOPHQWH VH FRQVWLWXHP FRPR IRQWHV GH SUHVVmR DFUHVFLGD
VREUH RV SHUFXUVRV GRV HVWXGDQWHV PRUPHQWH HQWUH DTXHOHV TXH REW P
GHVHPSHQKRVGHH[FHO QFLDHTXHIUHTXHQWDPDViUHDVFLHQW ILFDVGHDFHVVR
DRVFXUVRVPDLVSUHVWLJLDGRVGRHQVLQRVXSHULRU$OPHLGD9LHLUD¬
PHGLGD TXH R WpUPLQR GR HQVLQR VHFXQGiULR H D FDQGLGDWXUD DR HQVLQR
VXSHULRUVHDSUR[LPDPWHQGHPDLQWHQVLILFDUVHRVQ YHLVGHSUHVVmRVREUHR
GHVHPSHQKRHVFRODUGRVHVWXGDQWHV3DOKDUHV
$FHUFDGDVHVFROKDVHGDVSUiWLFDVVRFLDLVGRVFDQGLGDWRVDRHQVLQRVXSHULRU
9LHLUDHQIDWL]DTXHHVWDVVmRPROGDGDVSHOD QRomR GR ULVFR GHXPD
HYHQWXDO FRORFDomR j PDUJHP GR SDU LQVWLWXLomRFXUVR GH  RSomR
SRWHQFLDGD SHOD LQWURGXomR HP  GR VLVWHPD GH QXPHUXV FODXVXV j
WRWDOLGDGH GRV FXUVRV VXSHULRUHV HP 3RUWXJDO $OPHLGD  9LHLUD 
GHVFUHYHP R QXPHUXV FODXVXV FRPR XP IRUWH PHFDQLVPR FRQGLFLRQDGRU GH
RSo}HVHGHWHUPLQDo}HVGRVHVWXGDQWHVJHUDGRUGHLQFRQVWkQFLDQRVWUDMHWRV

HVFRODUHVWDQWRQRVHFXQGiULRFRPR QRVXSHULRU2Q~PHURFLUFXQVFULWRGH
YDJDVSRUFDGDLQVWLWXLomRGHHQVLQRVXSHULRUSURSHQGHQmRDSHQDVDILUPDU
XPD IRUWH KLHUDUTXL]DomR QR LQWHULRU GR HQVLQR VXSHULRU FRPR SURGX] XP
FRQMXQWRGHHIHLWRVVREUHRVSHUFXUVRVHVFRODUHVGRVDOXQRVQRPHDGDPHQWH
L D LQWHQVLILFDomR GD VHOHWLYLGDGH VRFLDO GHFRUUHQWH GR DXPHQWR GD
FRPSHWLWLYLGDGH HQWUH RV HVWXGDQWHV GR HQVLQR VHFXQGiULR SDUWLFXODUPHQWH
HQWUHDTXHOHVTXHIUHTXHQWDPDViUHDVFLHQW ILFDVGHDFHVVRDRVFXUVRVPDLV
SUHVWLJLDGRVGRHQVLQRVXSHULRULLRGHVSROHWDUGHVHQWLPHQWRVGHLQLTXLGDGH
HUHVVDLERSHUDQWHDHVFRODHPYLUWXGHGRVFRQGLFLRQDOLVPRVQRDFHVVRDR
HQVLQR VXSHULRU S~EOLFR TXH REULJD D TXH PXLWRV GRV FDQGLGDWRV QmR
DOFDQFHP FRORFDomR QR SDU LQVWLWXLomRFXUVR SUHIHUHQFLDO VHQGR TXH GHVWH
JUXSR DOJXQV GHL[DPVH ILFDU QR VHFXQGiULR VXMHLWRV D UHSUHVHQWDo}HV GH
LQVXFHVVRTXHVHJXQGR$OPHLGD9LHLUD³>«@YHUGDGHLUDPHQWHQmRR
p >«@ QR TXH UHSUHVHQWD XPD SHQRVD SURYD GH DXWRFRQIURQWDomR GR DOXQR
FRQVLJR SUySULR H FRP R VLVWHPD GH HQVLQR´ S  LLL R VXVFLWDU QRV TXH
LQJUHVVDP IRUD GR kPELWR GD RSomR SULRULWiULD D DXV QFLD GH VLJQLILFDGR
SHUDQWH RV FRQWH~GRV FXUULFXODUHV QXP GHVLQYHVWLPHQWR QRV HVWXGRV TXH
SRGHYLUDFXOPLQDUQXPDGHVILOLDomRLQVWLWXFLRQDO
2V FRQVWUDQJLPHQWRV QR DFHVVR DR HQVLQR VXSHULRU QmR VmR PRQRSyOLR GRV
HVWXGDQWHV FRP IUDFRV GHVHPSHQKRV HVFRODUHV WDPEpP RV HVWXGDQWHV GH
DOWD SHUIRUPDQFH H[WHULRUL]DP GLILFXOGDGHV QR FXPSULPHQWR LQWHJUDO GDV
H[SHFWDWLYDV HP SDUWLFXODU RV TXH SHUVSHWLYDP LQJUHVVDU QRV FXUVRV PDLV
UHVWULWLYRV TXDQWR j QRWD GH FDQGLGDWXUD IDFH j LPSUHYLVLELOLGDGH DQXDO GR
Q~PHUR GRV FDQGLGDWRV H GR Q~PHUR GH YDJDV GLVSRQLELOL]DGDV SHODV
LQVWLWXLo}HVGHHQVLQRVXSHULRU9LHLUDS
0HWRGRORJLD
5HODWLYDPHQWH j FRPSRQHQWH PHWRGROyJLFRHPS ULFD UHFRUUHXVH D HVWXGRV
GHFDVRP~OWLSORV%RJGDQ%LNOHQ RXQDDFHomRGH6WDNHD
HVWXGRV GH FDVRV FROHWLYRV )RUDP VHOHFLRQDGDV  HVFRODV VHFXQGiULDV
S~EOLFDVGDUHJLmRQRUWHGH3RUWXJDOFRQWLQHQWDOGHDFRUGRFRPRVVHJXLQWHV
FULWpULRV QDWXUH]D RUJDQL]DFLRQDO GD HVFROD S~EOLFD DJUXSDGD H QmR
DJUXSDGD DVVLQDWXUD H WLSR GH FRQWUDWR GH DXWRQRPLD H[LVW QFLD GH
FRQWUDWRH WLSRGH FRQWUDWRSRVLFLRQDPHQWR QRV UDQNLQJV DEDL[RGD
SRVLomR LPSOHPHQWDomR GH PHFDQLVPRV GH GLVWLQomR WLSRV GH GLVWLQomR
SUDWLFDGRV (P FDGD XPD GDV HVFRODV IRUDP SHUVFUXWDGRV RV UHJLVWRV


ELRJUiILFRV GRV DOXQRV GLVWLQJXLGRV SRU PpULWR HVFRODU QRV DQRV OHWLYRV GH
H$DPRVWUDGRSURMHWRGHGRXWRUDPHQWR
p FRQVWLWX GD SRU  HVWXGDQWHV TXH SUHVHQWHPHQWH IUHTXHQWDP R HQVLQR
VXSHULRUFXMDWUDMHWyULD HVFRODU HDFDGpPLFDWHPRV YLQGRDVHJXLUGHVGH R
HQVLQR VHFXQGiULR 7RGDYLD D FRPXQLFDomR UHFDL HVSHFLILFDPHQWH VREUH D
HWDSDGDFDQGLGDWXUDDRHQVLQRVXSHULRUGRVTXHDRORQJRGRWUDMHWRHVFRODU
HPFXUVRVFLHQW ILFRKXPDQ VWLFRVIRUDPODXUHDGRVQRHDQR
GHHVFRODULGDGHRXVHMDDTXHOHVTXHJUDQMHDUDPGLVWLQo}HVHPYLUWXGHGH
XPDFODVVLILFDomRPpGLDLQWHUQDGHIUHTX QFLDLJXDORXVXSHULRUDYDORUHV
Q  1HVVD TXDOLGDGH SURFHGHPRV j VXD ORFDOL]DomR QR SDU
LQVWLWXLomRFXUVR VXSHULRU D SDUWLU GRV GDGRV GLVSRQLELOL]DGRV RQOLQH SHOD
'LUHomR*HUDO GR (QVLQR VXSHULRU &RP R REMHWLYR GH LGHQWLILFDU DV
PRGDOLGDGHVGRDFHVVRIRUDPH[DPLQDGRVPLQXFLRVDPHQWHRVUHVXOWDGRVGR
FRQFXUVRQDFLRQDOGHDFHVVRHQWUHH7RGDDLQIRUPDomRUHFROKLGD
IRL DJUXSDGD H VLVWHPDWL]DGD QD IHUUDPHQWD LQIRUPiWLFD GH DQiOLVH
TXDQWLWDWLYD,%063666WDWLVWLFV
5HVXOWDGRV
2V UHVXOWDGRV SUHOLPLQDUHV GD QRVVD SHVTXLVD DSRQWDP SDUD  GH
HVWXGDQWHV DQXDOPHQWH GLVWLQJXLGRV SRU PpULWR HVFRODU HP FXUVRV
FLHQW ILFRKXPDQ VWLFRV TXH REWLYHUDP FRORFDomR QR SDU LQVWLWXLomRFXUVR GH
 RSomR QD  IDVH GR FRQFXUVR QDFLRQDO GH DFHVVR 7RGDYLD FRQYpP
UHVVDOYDU TXH XPD SHUFHQWDJHP VLJQLILFDWLYD GH HVWXGDQWHV GLVWLQJXLGRV
FRUUHVSRQGHQWHDFDQGLGDWRVQmRFRQVHJXHGDUHQWUDGDQD
RSomRHYLGHQFLDQGRRTXDQWRRLQYHVWLPHQWRHHVIRUoRHPSUHHQGLGRDRORQJR
GD FDUUHLUD HVFRODU SRGHUi UHVXOWDU QXPD TXHEUD GDV H[SHFWDWLYDV H
HYHQWXDOPHQWH QXP VHQWLPHQWR GH IUXVWUDomR H TXHVWLRQDPHQWR 'HVWH
JUXSR DSHQDV  YHHP VDWLVIHLWDV DV VXDV H[SHFWDWLYDV DSyV QRYD
WHQWDWLYD QD  IDVH 8P JUXSR VLJQLILFDWLYR  DOXQRVPRGHOR 
VmRH[FOX GRVGDRSomRSULPHLUDGDFDQGLGDWXUDDSyVLQIUXW IHUDVWHQWDWLYDVQD
HIDVHGRFRQFXUVRQDFLRQDOGHDFHVVRDFDEDQGRH[SRVWRVDXPDGH
GXDVDOWHUQDWLYDVPDQWHUDOLQHDULGDGHGRWUDMHWRHVFRODUFRPRDFHVVRDR
HQVLQRVXSHULRUSRUYLDGHVHJXQGDVRSo}HVLWLQHUiULRWULOKDGRSRURX
TXHEUDU D VHTXHQFLDOLGDGH GR WUDMHWR FRP QRYD FDQGLGDWXUD QRV DQRV
VHJXLQWHVURWHLURFRQWLQXDGRSRUFIJUiILFR

*UiILFR
(
VWXGDQWHV
GLVWLQJXLGRVH[FOX GR
V
GD
RSomRQ
DFDQGLGDWXUDDRDFHVVRDRHQVLQR
VXSHULRUS~EOLFR
SHODSULPHLUDYH]
VHJXQGRDDOWHUQDWLYDVHJXLGDQ 
)RQWH$QiOLVHEDVHDGDQDFRQVXOWDDRVUHJLVWRVELRJUiILFRVGRVHVWXGDQWHVGLVWLQJXLGRVHPFXUVRVFLHQW ILFRKXPDQ VWLFRVGH

HVFRODVS~EOLFDVSRUWXJXHVDVQRVDQRVOHWLYRVGH
H$QiOLVHIXQGDPHQWDGDQRVUHVXOWDGRVGR
FRQFXUVRQDFLRQDOGHDFHVVRHQWUHH'LUHomR*HUDOGR(QVLQR6XSHULRU
0DV TXHP VmR RV SURWDJRQLVWDV GHVWHV GRLV PRGRV GH HQFDUDU R
GHIUDXGDPHQWR GH H[SHFWDWLYDV QR DFHVVR DR HQVLQR VXSHULRU" 'RV 
HVWXGDQWHV FRP  GLVWLQo}HV SRU PpULWR HVFRODU TXH YLUDP DV VXDV
H[SHFWDWLYDV GH DFHVVR QmR UHDOL]DGDV QR WpUPLQR GR FRQFXUVR QDFLRQDO GH
DFHVVR D JUDQGH PDLRULD  FDQGLGDWRV  DVSLUDYDP LQJUHVVDU HP
FXUVRV GH GXDV JUDQGHV iUHDV D GD 6D~GH  FDQGLGDWRV  H D GH
7HFQRORJLDVFDQGLGDWRV
)DFHjFRORFDomRjPDUJHPGRSDULQVWLWXLomRFXUVRSUHIHUHQFLDOHHVJRWDGDV
DVIDVHVGRFRQFXUVRQDFLRQDOGHDFHVVRVRPHQWHGRVTXHFRELoDYDP
D iUHD GH HVWXGRV GD 6D~GH DFHGHP LQJUHVVDU OLQHDUPHQWH QR HQVLQR
VXSHULRUIRUDGRFXUVRGHSULPHLUDHVFROKD 2FXUVRQmRFRUUHVSRQGHj
RSomRPDVDLQVWLWXLomRFRUUHVSRQGH 2FXUVRHDLQVWLWXLomRQmR
FRUUHVSRQGHPjRSomR(VWDSHUFHQWDJHPHOHYDVHGHPRGRH[SRQHQFLDO
QR FDVR GRV FDQGLGDWRV GLVWLQJXLGRV TXH SUHWHQGLDP D iUHD GH HVWXGRV GH
7HFQRORJLDV FRP  D LQJUHVVDU GH PRGR LPHGLDWR QR HQVLQR VXSHULRU
PDVIRUDGRUDLRGRFXUVRGHRSomR 2FXUVRQmRFRUUHVSRQGHj
RSomRPDVDLQVWLWXLomRFRUUHVSRQGH 2FXUVRHDLQVWLWXLomRQmR
FRUUHVSRQGHPjRSomRFIJUiILFR
(QWUH DTXHOHV TXH H[HUFHUDP R GLUHLWR GH RSomR SHOD TXHEUD GD
VHTXHQFLDOLGDGH GR WUDMHWR HVFRODU FRP QRYD FDQGLGDWXUD QRV DQRV
VHJXLQWHV H IUHTXHQWDP KRMH IRUD GD LGDGH SDGUmR GHILQLGD
LQVWLWXFLRQDOPHQWHFRPRGHVXFHVVRYHULILFDVHTXHQDiUHDGD6D~GH
DOFDQoRX FRP D UHFDQGLGDWXUD R FXPSULPHQWR WRWDO RX SDUFLDO GDV
H[SHFWDWLYDV LQLFLDLV   2 FXUVR H D LQVWLWXLomR FRUUHVSRQGHP j 
RSomR 2FXUVRFRUUHVSRQGHjRSomRPDVDLQVWLWXLomRQmR1R

TXHFRQFHUQHDRVHVWXGDQWHVGH7HFQRORJLDVHVWDSHUFHQWDJHPpGH
 2FXUVRHDLQVWLWXLomRFRUUHVSRQGHPjRSomR 2FXUVR
FRUUHVSRQGHjRSomRPDVDLQVWLWXLomRQmRFIJUiILFR
'LVFXVVmRH&RQVLGHUDo}HV)LQDLV
0DSHDU DV GLQkPLFDV GH DFHVVR DR HQVLQR VXSHULRU S~EOLFR GH  DQWLJRV
HVWXGDQWHVGHFXUVRVFLHQW ILFRKXPDQ VWLFRVGLVWLQJXLGRVSRUPpULWRHVFRODU
QR    FRQVWLWXL R REMHWR GH HVWXGR GHVWD FRPXQLFDomR 2V
UHVXOWDGRV SUHOLPLQDUHV GD QRVVD LQYHVWLJDomR HYLGHQFLDP DV
GHVFRQWLQXLGDGHVQRDFHVVRDRHQVLQRVXSHULRUS~EOLFRGH HVWXGDQWHVWU V
YH]HV³PHGDOKDGRVFRPRRXUR´SHORPHVPRVLVWHPDS~EOLFRGHHQVLQRTXH
QD IDVH GH WUDQVLomR OKHV FRQVHQWH XPD GH GXDV DOWHUQDWLYDV PDQWHU D
OLQHDULGDGHGRSHUFXUVRHVFRODUFRPRDFHVVRDRHQVLQRVXSHULRUSRUYLDGH
VHJXQGDVRSo}HVRXTXHEUDUDVHTXHQFLDOLGDGHGRWUDMHWRHYROWDUDFRQFRUUHU
QRDQRVHJXLQWH$VGLQkPLFDVTXHHQYROYHPRVWUDMHWRVHVFRODUHVGRVDOXQRV
GLVWLQJXLGRV H HP SDUWLFXODU DV TXH VH FLQJHP j HWDSD GD FDQGLGDWXUD DR
HQVLQR VXSHULRU H R PRGR FRPR HVWHV DOXQRV GH DOWR GHVHPSHQKR HVFRODU
SRVLFLRQDPVH IDFH D UHVXOWDGRV PHQRV H[SHFWiYHLV HYLGHQFLDP TXH

GHILQLo}HV XQLODWHUDLV GR TXH p XP HVWXGDQWH H[FHOHQWH RX XP SHUFXUVR
HVFRODUGHH[FHO QFLDGHYHPVHUGRQRVVRSRQWRGHYLVWDTXHVWLRQDGDV
2 TXH p XP HVWXGDQWH H[FHOHQWH" $TXHOH TXH p WULSODPHQWH GLVWLQJXLGR QR
HQVLQR VHFXQGiULR TXH DFHGH DR HQVLQR VXSHULRU S~EOLFR QR WHPSR HVFRODU
GHILQLGRGHVXFHVVRGHPRGROLQHDUQDLGDGHSDGUmRPDVIRUDGDRSomR
GD FDQGLGDWXUD" 2X DTXHOH TXH p VXFHVVLYDPHQWH GLVWLQJXLGR QR HQVLQR
VHFXQGiULRTXHIDOKDDFRORFDomRQRFXUVRHQDLQVWLWXLomRFRUUHVSRQGHQWHj
RSomRDSyVWHQWDWLYDVLQIUXW IHUDVQDHIDVHGRFRQFXUVRQDFLRQDO
HGHFLGHTXHEUDUDOLQHDULGDGHGRSHUFXUVRDWpDRFXPSULPHQWRWRWDOGDVVXDV
H[SHFWDWLYDVDLQGDTXHWDOLPSOLTXHDFHGHUDRHQVLQRVXSHULRUIRUDGDLGDGH
SDGUmRGHILQLGDFRPRGHVXFHVVR"1mRVHUiHVWH~OWLPRWUDMHWRDPDUFDGH
HVWXGDQWHV TXH UH~QHP DV FRQGLo}HV HFRQyPLFDV FXOWXUDLV H VRFLDLV SDUD
VXVWHQWDUDEXVFDSHODYRFDomR QHJDGD 9LHLUD"$TXHOHVTXHSRGHP
XVXIUXLUGHXPVXSOHPHQWRGHWHPSR $UDXMR0DUWXFFHOOL"1mRVHUi
HVWHXPVXFHVVRSURWHODGRGHDYDQoRVHUHFXRVHVWUDWpJLFRVPDLVRXPHQRV
GXUDGRXURVLQWHQFLRQDLVFRPRYLDGHWUkQVLWRGDUHDOL]DomRSHVVRDO"(VWDVH
RXWUDV TXHVW}HV VHUmR H[SORUDGDV HP SHVTXLVDV SRVWHULRUHV TXH LQFLGLUmR
VREUH RV PRGRV FRPR RV DOXQRV VH DXWRUUHSUHVHQWDP HQTXDQWR MRYHQV
HVWXGDQWHVHDWRUHVFRFRQVWUXWRUHVGRVHXSHUFXUVRDFDGpPLFR
1RWD
(VWH WUDEDOKR p ILQDQFLDGR SRU )XQGRV 1DFLRQDLV GR 0LQLVWpULR GD &L QFLD
7HFQRORJLD H (QVLQR 6XSHULRU DWUDYpV GD )&7  )XQGDomR SDUD D &L QFLD H D
7HFQRORJLDHSHOR)XQGR6RFLDO(XURSHXSRUYLDGR32&+ 3URJUDPD2SHUDFLRQDO
&DSLWDO +XPDQR QR kPELWR GR SURMHWR GH GRXWRUDPHQWR HP FXUVR GH *HUPDQR
%RUJHVLQWLWXODGR'DH[FHO QFLDQRHQVLQRVHFXQGiULRjLUUHJXODULGDGHDFDGpPLFD
QR HQVLQR VXSHULRU 'HVFRQWLQXLGDGHV GH SHUFXUVRV GH DOXQRV GLVWLQJXLGRV QD
HVFROD S~EOLFD SRUWXJXHVD 6)5+%' 3URMHWR RULHQWDGR
FLHQWLILFDPHQWH SRU /HRQRU /LPD 7RUUHV 3URIHVVRUD $VVRFLDGD GR ,QVWLWXWR GH
(GXFDomRGD8QLYHUVLGDGHGR0LQKR,(80HLQYHVWLJDGRUDLQWHJUDGDGR&HQWURGH
,QYHVWLJDomRHP(GXFDomR&,(GGDPHVPD8QLYHUVLGDGH
5HIHU QFLDV
$OPHLGD$1G9LHLUD00,QVXFHVVRHVFRODURFDVRGDVWUDQVLo}HV
SDUD R HQVLQR VXSHULRU 3DSHU DSUHVHQWDGR QR ,,, &RQJUHVVR 3RUWXJX V GH
'HPRJUDILDVRERWHPD2'HFO QLR'HPRJUiILFR4XHPXGDQoDV")XQGDomR
&DORXVWH *XOEHQNLDQ /LVERD $FHGLGR HP MDQHLUR   HP
KWWSZZZRSHVWXOSWSGI&RQJ$3'HPRJ6HW$1$009SGI