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Economic growth and government subventions for agriculture sector in algeria: an ARDL model

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Economic Growth and Government Subventions for Agriculture Sector in Algeria An ARDL Model a r a b e c o n o m i c a n d b u s i n e s s j o u r n a l 11 ( 2 0 1 6 ) 105 – 114 Available online at www[.]

Trang 1

Available online at www.sciencedirect.com

ScienceDirect

j o u r n a l h o m e p a g e : w w w e l s e v i e r c o m / l o c a t e / a e b j

* Corresponding author

Email address: mokhtarifaycal@gmail.com

Peer review under responsibility of Holy Spirit University of Kaslik

xxxx-xxxx/$ ± see front matter © 2016 Holy Spirit University of Kaslik Hosting by Elsevier B.V All rights reserved

ΎμΘϗϻ΍ϮϤϨϟ΍ Σϼϔϟ΍ωΎτϘϠϟϲϣϮϜΤϟ΍ϢϋΪϟ΍ϭϱΩ

ϲ

 ή΋΍ΰΠϟ΍ϲϓ



Ε΍ϮΠϔϠϟϲΗ΍άϟ΍έ΍ΪΤϧϻ΍ΝΫϮϤϨϟΎϘϓϭ

ΔϋίϮϤϟ΍ΔϴϨϣΰϟ΍



Economic Growth and Government Subventions for Agriculture Sector in Algeria: An ARDL Model

a University of Mascara, Algeria

b

University of Mascara, Algeria

ARTICLE INFO

Article history:

Received 10 May 16

Received in revised form 28 September

16

Accepted 03 October 16

ΔϴΣΎΘϔϤϟ΍ΕΎϤϠϜϟ΍

ϱΩΎμΘϗϹ΍ϮϤϨϟ΍

ϢϋΪϟ΍

ϲΣϼϔϟ΍ωΎτϘϟ΍

ARDL Keywords:

Economic growth

Support

Agricultural sector

ARDL

κΨϠϣ

ϰϠϋϲΣϼϔϟ΍ωΎτϘϠϟϲϣϮϜΤϟ΍ϢϋΪϟ΍ήϴΛ΄ΗΔγ΍έΩϰϠϋϝΎϘϤϟ΍ΰϛήϳ ϟ΍

Δγ΍έΪϟ΍ΪϤΘόΗϭή΋΍ΰΠϟ΍ϲϓϱΩΎμΘϗϻ΍ϮϤϨ ϼϋέΎΒΘΧ΍ϰϠϋ

ϞϣΎϜΘϟ΍Δϗ

ΔϋίϮϤϟ΍ ΔϴϨϣΰϟ΍ Ε΍ϮΠϔϠϟ ϲΗ΍άϟ΍ έ΍ΪΤϧϻ΍ ΝΫϮϤϨϟ ΎϘϓϭ ΄τΨϟ΍ ΢ϴΤμΗ ΝΫϮϤϧϭ ϙήΘθϤϟ΍ Autoregressive-Distributed Lag

(ARDL) ϞΒϗϦϣέϮτϤϟ΍

Pesaran and al (2001)

ϝϼΧΔϳϮϨγΕΎϴτόϤϟϚϟΫϭˬ

ΓήΘϓ







ϢϋΩϥ΃ϰϟ·Ξ΋ΎΘϨϟ΍ΕέΎη΃Ϊϗϭ

ΝΎΘϧϹ΍



ϲϠϜϟ΍ϢϋΪϟ΍ϞΑΎϘϤϟ΍ϲϓϞϳϮτϟ΍ϯΪϤϟ΍ϲϓϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋΎΒϠγήΛΆϳϭˬϲΣϼϔϟ΍ϮϤϨϟ΍ϰϠϋΎϴΑΎΠϳ·ήΛΆϳϦϴΠΘϨϤϟ΍ϭϲΣϼϔϟ΍ ϳϮτϟ΍ϯΪϤϟ΍ϲϓΎόϣϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϭϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϰϠϋΎΑΎΠϳ·ήΛΆϳϦϴΠΘϨϤϟ΍ϭΝΎΘϧϹΎΑϪΘϗϼϋϦϋήψϨϟ΍ξϐΑϲΣϼϔϟ΍ωΎτϘϠϟ Ϟ



ΒΗΎϤϛ

ϲϠϜϟ΍ϢϋΪϟ΍ΔϤϫΎδϣϥ΃Δγ΍έΪϟ΍Ϧϴ ϛ΃ήΒΘόϳϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϲϓ

Μ ϦϴΠΘϨϤϠϟΔϳΩήϔϟ΍΢ϟΎμϤϟ΍ϰϠϋήμΘϘϤϟ΍ϢϋΪϟ΍ϦϣΔϴϤϫ΃ή

ABSTRACT

The article analyzes the impact of government support of the agricultural sector on the economic growth in Algeria The study is based on cointegration relation and error correction model according to Autoregressive Distributed Lag (ARDL) model developed by Pesaran and al (2001) The results indicated that the support

of agriculture production and producers has a positive impact on the agricultural growth, while it has a negative impact on the economic growth in the long term On the other side, the total agricultural support regardless of its relationship with production and producers has a positive impact on agricultural production growth and economic growth in the long term Finally, the total support of the agricultural sector is more important than individual support for agricultural producers

© 2016 Holy Spirit University of Kaslik Hosting by Elsevier B.V All rights reserved.











2214-4625/

http://dx.doi.org/10.1016/j.aebj.2016.10.001

Trang 2

 ΔϣΪϘϣ



ωΎτϘϟ΍ϢϋΩήΒΘόϳ ϲΣϼϔϟ΍



Ϧϣ

ϦϣΪϳΪόϟ΍ϲϓΓΪϤΘόϤϟ΍ΔϳΩΎμΘϗϹ΍ΕΎγΎϴδϟ΍Ϣϫ΃

ˬϝϭΪϟ΍

 ΐΒδΑϚϟΫϭ



ϲΣϼϔϟ΍ωΎτϘϠϟΔϐϟΎΒϟ΍ΔϴϤϫϷ΍

ϲϓϪΘϤϫΎδϣϭ



ϮϤϨϟ΍

ϱΩΎμΘϗϻ΍

γ΍έΪϟ΍ϞϜϓ

ΔϴΒϳήΠΘϟ΍ΕΎ

ΔϤϫΎδϣϥ΃ϰϠϋΪϛΆΗ τϘϟ΍

Ύ

ϲΣϼϔϟ΍ω

ϲϓ ωΎτϘϟΎϓˬήΧ΁ϰϟ·ΩΎμΘϗ΍ϦϣϒϠΘΨϳϱΩΎμΘϗϻ΍ϮϤϨϟ΍



ϲΣϼϔϟ΍

΍ΪΟαΎδΣ

΍˯΍ί·

ΔϴϣϮϜΣΓϮτΧΔϳ΃ϭΔϴϣϮϤόϟ΍ΕϼΧΪΘϟ ϢϋΪϟ΍ϭϝΎΠϤϟ΍ϲϓ



ήηΎΒϤϟ΍

ΗΪϗ

˷ΛΆ

ϰϠϋή

ϭωΎτϘϟ΍

ϰϠϋ ΩΎμΘϗϻ΍

 ϞϜϛ



ϭ

ήηΎΒϤϟ΍ϢϋΪϟ΍Ε΍˯΍ήΟ·ήΒΘόΗϚϟάϟ ήηΎΒϤϟ΍ήϴϐϟ΍ϭ



ϲΣϼϔϟ΍ωΎτϘϠϟ

ϖϴϘΤΘϟΕΎϣϮϜΤϟ΍ΎϫΪϤΘόΗϲΘϟ΍ΔϴϣϮϤόϟ΍ΕΎγΎϴδϟ΍Ϣϫ΃Ϧϣ

ωΎτϘϠϟϢ΋΍ΩϮϤϧ ϭ

ϟ ϋυΎϔΤϠ

ϪΘϴδϓΎϨΗϰϠ



ϦϜϟϭ

ϰϟ·ΓέΎηϹ΍έΪΠΗ

 ϧ΃

ϥϮϜϳΪϗϪ

 Ϡϟ

Ε΍ήϴΛ΄ΗϢϋΪ ωΎτϘϟ΍ΝέΎΧήΒϛ΃



ϱ΃ϑΪϬΘδϤϟ΍

ήϴϏΕΎϋΎτϘϟ΍ϩΎΠΗΎΑ ˬΔϴΣϼϔϟ΍

 ϭ ϋήΛΆϳΪϗ

Ϟϣ΍ϮϋΔϴΟΎΘϧ·ϭκϴμΨΘϟ΍Γ˯ΎϔϛϰϠϋήϴΛ΄Θϟ΍ϝϼΧϦϣϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠ

ΔλΎΧΝΎΘϧϹ΍

ϦϜϤϳΎϤϛ ϟ΍

ΔψΣϼϤ ϵ΍ϥ΃

ΛΎ ϴΑΎΠϳϹ΍έ Δ

 ΕΎϧΎϋϺϟ

 ήϬψΗϢϋΪϟ΍ϭ



Ϧϣ ΕϼΧΪϤϟ΍ϡ΍ΪΨΘγ΍ΓΩΎϳίϭΔΣϼϔϟ΍ϲϓέΎϤΜΘγϻ΍Ε΍έ΍ήϗϰϠϋήϴΛ΄Θϟ΍ϝϼΧ

 ΎϣϮϫϭ



΍ΓΩΎϳίϰϟ·ϱΩΆϳ

ϓϖϠΧϭΝΎΘϧϹ

ιή

ήϴΛ΄Θϟ΍ϰϟ·ΔϓΎο·ϲΣϼϔϟ΍ωΎτϘϟ΍ϞΧ΍ΩΔϴϓΎο·ϞϤϋ

Ε΍

ϴΑΎΠϳϹ΍

Δ



ΔϴϟΎόϔϟ΍ϭΔϴΟΎΘϧϹ΍ϰϠϋ ˬΔϴϨϘΘϟ΍

 Θϟ΍ϝΎΧΩ·ϭέΎϜΘΑϻ΍ϰϠϋΕΎϧΎϋϹ΍ϩάϫΕΰϔΣ

ΕΎϴϨϘ

ΕΎϧΎϋϺϟϲΒϠδϟ΍ήϴΛ΄Θϟ΍Ύϣ΃ΓΪϳΪΠϟ΍

ϓ

ϳΪϘ

ϡΪόΑςΒΗή

ˬκϴμΨΘϟ΍Γ˯Ύϔϛ

ήϴΛ΄ΗϪϟϥϮϜϳΚϴΤΑ Ϲ΍ϰϠϋϲΒϠγ

ϭΔϴΟΎΘϧ

ϲΘϟ΍

ϲϓΓΩΎϳΰϟ΍˯΍ήΟϦϣξϔΨϨΗΪϗ ˬΕΎϧΎϋϹ΍



΄ΠϠϳΚϴΣ ϥϮΣϼϔϟ΍



ϢϋΪϟ΍ϦϣϥϭΪϴϔΘδϤϟ΍

ϰϟ·

ΕϼΧΪϤϟ΍ϡ΍ΪΨΘγ΍ϦϣϞϴϠϘΘϟ΍



ΔΠϴΘϧ

ϢϬρΎΒΗέ΍

ΓήηΎΒϤϟ΍ΔϴϣϮϜΤϟ΍ΕΎμμΨϤϟΎΑ



ϭ

Ϊϗ

ήϴΛ΄ΗΔϘϳήρϦϴΒΗϥ΃˶ΕΎγ΍έΪϟ΍ϦϣΪϳΪόϟ΍ΖϟϭΎΣ

ˬϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋϲΣϼϔϟ΍ϢϋΪϟ΍

ϓ

ΪϳΪΤΗϰϠϋΕΰϛέΕΎγ΍έΪϟ΍ξόΒ ήΛ΃ΔλΎΧΔϔμΑϭϲΣϼϔϟ΍ωΎτϘϟ΍ΔϴϟΎόϓϰϠϋϢϋΪϟ΍ήΛ΃



ωΎτϘϟ΍ΝέΎΧϢϋΪϟ΍Ξ΋ΎΘϧΓΎϋ΍ήϣϥϭΩϦϣϲΣϼϔϟ΍ωΎτϘϟ΍ϲϓΔϟΎϤόϟ΍ϭΝΎΘϧϹ΍ϰϠϋϢϋΪϟ΍ ΎϤϨϴΑ



˷ϛέ Εΰ



ϯήΧ΃ΕΎγ΍έΩ

ϞϴϠΤΗϰϠϋ

΍ήϴϐΘϣήϴΧϷ΍΍άϫϞόΠΑϚϟΫϭˬϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋϢϋΪϟ΍ήΛ΃

Η

ˬΎόΑΎ



ΟΎΘϧ·ϥ΃έΎΒΘϋΎΑϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋήΛϷ΍ρΎϘγ·ϢΘϳϭΔΣϼϔϟ΍ϲϓΝΎΘϧϹ΍Ϟϣ΍ϮϋΔϴΟΎΘϧ·ϰϠϋϲΣϼϔϟ΍ϢϋΪϟ΍ήΛ΃Δγ΍έΩϝϼΧϦϣϭ΃ ϟ΍ϲϓΝΎΘϧϹ΍Ϟϣ΍ϮϋΔϴ

ϲΣϼϔϟ΍ωΎτϘ ϼόϟ΍Ε΍ΩΪΤϣϢϫ΃Ϧϣ

ϦϴΑΔϗ

ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϭΔΣϼϔϟ΍ ϒϨλϙΎϨϫϭ



ϦϣήΧ΁

ϦϴΑΖϧέΎϗΕΎγ΍έΪϟ΍

Σϼϔϟ΍ωΎτϘϟ΍ϲϓΔϟΎϤόϟ΍ϭΝΎΘϧϹ΍ΐγΎϜϣ

ΎϬϠϤΤΘϳϲΘϟ΍ΔϔϠϜΘϟ΍ϊϣ

ΩΎμΘϗϻ΍

ϲΣϼϔϟ΍ϢϋΪϟ΍Ξϣ΍ήΑ˯΍ήΟϦϣ





ΔϳήψϨϟ΍ΕΎΑέΎϘϤϟ΍



ΕΎΑέΎϘϤϟ΍ϦϴΒΗ ΔϳήψϨϟ΍

theoretical approaches

ϥ΃

ϟ΍

ϟ΍ϢϋΪ

ϲϣϮϜΤ

ΔϴΟΎΘϧϹ΍ϰϠϋΎΒϠγήΛΆϳϦϴΣϲϓˬϲΣϼϔϟ΍ΝΎΘϧϹ΍ϰϠϋΎΑΎΠϳ·ήΛΆϳ ΔϴϨϘΘϟ΍Γ˯ΎϔϜϟ΍ϭ

Ciaian and Swinnen

(2009)



΃ ϱ

 ϥ΃

 ϠϟΔϟϭΪϟ΍ϢϋΩ

ΪϗϡϮϬϔϤϟ΍΍άϬϟΎϘϓϭϲΣϼϔϟ΍ωΎτϘ ϳ

ϪϟϥϮϜ

΁

έΎΛ ΔϴΑΎΠϳ·

 ΔϳΩΎμΘϗϻ΍ΔϴϟΎόϔϟ΍ϰϠϋϲΒϠδϟ΍ΎϫήϴΛ΄ΗΐΒδΑωΎτϘϟ΍ΝέΎΧΔϴΒϠγέΎΛ΃ϪϟϥϮϜΗϦϴΣϲϓϲΣϼϔϟ΍ωΎτϘϟ΍ϰϠϋ

ϲϓϭ

βϔϧ

 ϩΎΠΗϻ΍ ˬ



ϥΈϓ

ΕΎγ΍έΪϟ΍

ΔϴΒϳήΠΘϟ΍

 empirical studies



ήϴΛ΄Θϟ΍ϝϮΣΎΒϳήϘΗϖϔΘΗΔϗϼόϟ΍ϩάϫϦϣϖϘΤΘϠϟ ϲΑΎΠϳϹ΍

ϟ ϢϋΪϠ



ϲϣϮϜΤϟ΍

ϪΟϮϤϟ΍

ΝΎΘϧϹ΍ ϲΣϼϔϟ΍ωΎτϘϟ΍Ε΍ήηΆϣϰϠϋϲΣϼϔϟ΍ωΎτϘϠϟ

ΔϟΎϤόϟ΍ϭ

ϥ΃ήϴϏ

ϝΪΠϟ΍

ϟ΍ϝϮΣΎϤ΋ΎϗϰϘΒϳ

Ξϣ΍ήΒϟ΍ϩάϬϟΔϳΩΎμΘϗϻ΍ΔϴϟΎόϔ ϰϠϋΎϫήϴΛ΄Ηϭ



ήϴϏΩΎμΘϗϻ΍

ˬϲΣϼϔϟ΍

 ϭ

ϱΩΎμΘϗϻ΍ϮϤϨϟ΍

ϭ ϊϤΘΠϤϟ΍ΔϴϫΎϓέ



Ϧϴϋέ΍ΰϤϟ΍ϰϠϋϲϣϮϜΤϟ΍ϢϋΪϠϟήηΎΒϤϟ΍ήΛϷ΍ϝΎΠϣϲϓ ˬ



Δγ΍έΩϦϴΒΗ Rosine and Helmberger (1974) ϡ΍ΪΨΘγΎΑ

 ϥ΃ϡΎόϟ΍ϥί΍ϮΘϟ΍ΔϘϳήρ



ΎΒϳήϘΗ





ϢϋΪϟ΍ΞϣΎϧήΑΪ΋΍ϮϓϦϣΔ΋ΎϤϟ΍ϲϓ

ϲΣϼϔϟ΍

΍ϲϓ Ϯϟ

ΓΪΤΘϤϟ΍ΕΎϳϻ

ϲο΍έϷ΍ϙϼϣϰϠϋΩϮόΗ

˷ΪϗΪϗϭ έ

ϥΎΜΣΎΒϟ



ΓέΎδΧϥ΃

΍ ΐ΋΍ήπϟ΍ϲόϓ΍ΩϭϦϴϜϠϬΘδϤϟ

 ϲϫ





 έϻϭΩέΎϴϠϣ



ϞΑΎϘϣ



 έΎϴϠϣ



έϻϭΩ ϛ

ϰϟ·ϥΎΜΣΎΒϟ΍έΎη΃ΎϤϛϦϴΠΘϨϤϠϟΐγΎϜϤ

ˬΔϴϜϳήϣϷ΍ΓΪΤΘϤϟ΍ΕΎϳϻϮϠϟΔΣϼϔϟ΍ϢϋΩΞϣ΍ήΑϦϋϢΟΎϧέϻϭΩϞϛϥ΃

ΐϫάΗ



 ˬϲο΍έϷ΍ϙϼϣϰϟ·ΎΘϨγ

 ϜΗϭ ϊϤΘΠϤϟ΍ϒϴϟΎ



ϲϫ



 ϳΩΎμΘϗϻ΍ΔϴϟΎόϔϠϟΓέΎδΨϛΎΘϨγ

Δγ΍έΩΔ Bale and Lutz (1981)



ϝϮΣ

ϲϓΔϳΩΎμΘϗϻ΍ΔϴϟΎόϔϟ΍ϰϠϋΔϴΣϼϔϟ΍ΔγΎϴδϟ΍ήΛ΃





ϝϭΩ

ΖϨϴΑ

Δϳήόδϟ΍ΕΎγΎϴδϟ΍ϥ΃

ϢϋΪϟ΍Ξϣ΍ήΑΔΠϴΘϧΓΪϤΘόϤϟ΍

ωΎτϘϠϟΔϬΟϮϤϟ΍



ϲΣϼϔϟ΍

ϴϠϜϟ΍ΔϴϫΎϓήϠϟΔϔϠϜϣ



Ύϣ΃

Gardner (1986)



ΪϘϓ

ϮΗ

Ϟλ

ΔϴΣϼϔϟ΍Ε΍˯΍ήΟϺϟϞϳϮτϟ΍ϯΪϤϟ΍ϲϓΔϴϠΤϤϟ΍ΔϔϠϜΘϟ΍ϥ΃ϰϟ·

ϲϓΖϠΜϤΗΓΪΤΘϤϟ΍ΕΎϳϻϮϟ΍ϲϓ

ΏΐγΎϜϣ





ΎϬϠΑΎϘϳϦϴΠΘϨϤϟ΍΢ϟΎμϟέϻϭΩέΎϴϠϣ





ϦϴϜϠϬΘδϤϠϟή΋ΎδΧέϻϭΩέΎϴϠϣ

ΐ΋΍ήπϟ΍ϲόϓ΍Ωϭ

Ύϣ΃

ϨϟΎΑ

ΓΩΎϋ·ϲϓΕΎϧΎϋϹ΍ΔϴϟΎόϔϟΔΒδ ϊϳίϮΗ

 ϞΧΪϟ΍

ϞλϮΗΪϘϓ ϲϟϭΪϟ΍ϚϨΒϟ΍



ϰϟ·



ΩϮΟϭ

ϦϴΑΔϴΒϠγΔϗϼϋ

ϢΠΣ ΕΎϧΎϋϹ΍



ΔμμΨϤϟ΍

ΔΣϼϔϠϟ ϦϴΑϕέ΍Ϯϔϟ΍ϭ



ΔΣϼϔϟ΍ϲϓϝΎϤόϟ΍ϞϴΧ΍Ϊϣ

ϲϓϝΎϤόϟ΍ϭ



ΕΎϋΎτϘϟ΍ ϯήΧϷ΍



ΎϤϛ Ύπϳ΃φΣϻ

 ϢΤΗϢϟϢϋΪϟ΍ΔγΎϴγϥ΃

 ϲϓϦϴϋέ΍ΰϤϟ΍



ˬαϼϓϹ΍ϦϣΓΪΤΘϤϟ΍ΕΎϳϻϮϟ΍

Δϴόοϭϥ΃ϭ

 ϦϣΔϤ΋ϼϣϦδΣ΃ΖδϴϟϦϴΣϼϔϟ΍



ΔϴϤΤϤϟ΍ήϴϏΕΎϋΎτϘϟ΍ΔϴϘΑ



ϛ

ΎϤ

Δγ΍έΩΖΤοϭ΃ Hedley and al (1989)



ςϘϓϥ΃





 ϬΟϮϤϟ΍ΓΪϤγϸϟϲϟΎϤϟ΍ϢϋΪϟ΍Ϧϣ Δ



ΔΣϼϔϠϟ ΔϴδϴϧϭΪϧϹ΍

 Θϗϻ΍ΎϬϨϣΪϴϔΘδϳ ϋέ΍ΰϤϟ΍ϥ΃ΎϤϛΩΎμ

ϴ

΍Ϧ ϮϤϠΘδϳϻϢϋΪϟ΍΍άϫϦϣϦϳΩϮμϘϤϟ

ϥ



ϻ·







ΔϴϟΎϤϟ΍ϪΘϤϴϗϦϣ

 ΪϴϔΘδϤϟ΍ϰϘΒϳϭ



ϮϫϢϋΪϟ΍ϦϣήΒϛϷ΍

ωΎτϗ

ΝΎΘϧ·

ΓΪϤγϷ΍

ˬϊϳίϮΘϟ΍

ϭ ήϳΪμΘϟ΍

ˬ

 ΓΪϤγϸϟΩ΍ήϴΘγϻ΍ϭ

 Δϴδϴ΋ήϟ΍ΔΠϴΘϨϟ΍ϭ

 ΗΔγ΍έΪϠϟ Ά

ϰϠϋΪϛ

ΩϮΟϭ

ή΋ΎδΧ

· ϴΘϧΔϳΩΎμΘϗ

ϢϋΪϠϟΔΠ

ϓ ϩΎΠΗϻ΍βϔϧϲ

Δγ΍έΩΪϛΆΗ ϲϟϭΪϟ΍ϚϨΒϟ΍





ϰϠϋ

ΔϳΎϤΤϟ΍˯Ύϐϟ·ϥ΃ϰϟ·ˬϲδϧϮΘϟ΍ΩΎμΘϗϼϟϲΑΎδΤϟ΍ϡΎόϟ΍ϥί΍ϮΘϠϟΝΫϮϤϧϡ΍ΪΨΘγ΍

΍ϰϠϋ

ϊϓήϳ ΔϴϛήϤΠϟ΍ϡϮγήϟ΍˯Ύϐϟ· ΔϴδϧϮΘϟ΍ΔΣϼϔϟ

ΏϲϟΎϤΟϹ΍ϲϠΤϤϟ΍ΞΗΎϨϟ΍ϮϤϧϦϣ





ϰϟ·ϱΩΆϳΎϤϛ

ΏΔϴΣϼϔϟ΍ήϴϏΩΎμΘϗϻ΍ΕΎϋΎτϗΔϴϘΒϟϲϠΤϤϟ΍ΞΗΎϨϟ΍ϮϤϧωΎϔΗέ΍



 ϼϔϟ΍ϦϴΣϲϓ

ϫ˯΍ήΟϦϣήδΨΗΔΣ

˯΍ήΟϹ΍΍ά







ΞΗΎϨϟ΍Ϧϣ

ˬϲϠΤϤϟ΍



ΓέΎδΧϰϟ·ΔϓΎοϹΎΑ





΍άϫΐδΣϥΫ·ϯήΧϷ΍ΕΎϋΎτϘϟ΍ϑήρϦϣκΘϤΗϥ΃ΐΠϳϲΘϟ΍ΔΣϼϔϟ΍ϲϓϞϤϋΐμϨϣ ˬϞϴϠΤΘϟ΍



ϦϴΣϲϓϲΣϼϔϟ΍ωΎτϘϟ΍ϰϠϋΐγΎϜϤΑΩϮόϳϲΣϼϔϟ΍ωΎτϘϟ΍ΔϳΎϤΣ

νήόΘΗ

ΔϴϘΑ

ΕΎϋΎτϘϟ΍ ΩΎμΘϗϻ΍

Δϳ ϧή΋ΎδΨϟ ΔϳΩΎμΘϗϻ΍ΔϴϟΎόϔϟ΍νΎϔΨϧ΍ϦϋΔΠΗΎ

ΖϨϴΑΪϘϓΔϛήΘθϤϟ΍ΔϴΣϼϔϟ΍ΕΎγΎϴδϟ΍ιϮμΨΑΎϣ΃

Δγ΍έΩ Costa and al (2009) ϝϼΧϦϣϭ

 ΛϼΛέΎΛ΁ϞϴϠΤΗ Δ



ΔϛήΘθϤϟ΍ΔϴΣϼϔϟ΍ΔγΎϴδϠϟΔϴδϴ΋έήλΎϨϋ ΕΎϋϮϓΪϤϟ΍



ˬϞΧΪϠϟΓήηΎΒϤϟ΍

Ε΍έΩΎμϟ΍ϢϋΩ ΔϴϛήϤΠϟ΍ϡϮγήϟ΍ϭ



 Ε΍Ωέ΍Ϯϟ΍ϰϠϋ

ϥ΃ΖϨϴΑ

ΔϋΎϨμϟ΍ΕΎϋΎτϗϲϓΝΎΘϧϹ΍νΎϔΨϧ΍

ϲϓΕΎϣΪΨϟ΍ϭ

ΩΎΤΗϻ ϲΑϭέϭϷ΍

 ΞΗΎϨϟ΍νΎϔΨϧ΍ϭ



ϲϟ΍ϮΣΏϲΑϭέϭϷ΍ΩΎΤΗϻ΍ϲϓϲϟΎϤΟϹ΍ϲϠΤϤϟ΍







ήϛάϟ΍ΔϘΑΎδϟ΍ΔγΎϴδϟ΍˯΍ήΟϦϣ





ιϮμΨΑΎϣ΃

ήϴΛ΄Θϟ΍

ϲΑΎΠϳϹ΍



ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋΕΎϧΎϋϺϟ

ΕΰϛέΪϘϓ

Δγ΍έΩ Castro and Teixeira (2004) ΗϰϠϋ

ΔϴϠϴπϔΗΓΪ΋ΎϓΕϻΪόϣϦϋΓέΎΒϋ ϲΣϼϔϟ΍ϥΎϤΘ΋ϻ΍ϢϋΩήΛ΃ήϳΪϘ

ϞΜϤΗϭ





 Ϟϳί΍ήΒϠϟϲϟΎϤΟϹ΍ϲϠΤϤϟ΍ΞΗΎϨϟ΍ϮϤϧϰϠϋ Ϟϳί΍ήΒϠϟϲϋ΍έΰϟ΍ϢϋΪϟ΍Ϧϣ

 Ξ΋ΎΘϧΖϨϴΑϭ



ϥ΃Δγ΍έΪϟ΍

ΩΎμΘϗϻ΍ϰϠϋΩϮόΗϲΘϟ΍Ϊ΋΍Ϯϔϟ΍



ϲϠϳί΍ήΒϟ΍

ϣϮϜΤϟ΍ΔϔϠϜΗϦϣήΒϛ΃

ϴ

Δ ϣϲϓ

ϢϋΪϟ΍ϝΎΠ



βϔϧϭ ΔΠϴΘϨϟ΍



ΎϬϴϟ·ΖϠλϮΗ Δγ΍έΩ

 Cardoso and al (2011)



ϝϮΣ

ϲϓϖρΎϨϣβϤΧϲϓΩΎμΘϗϻ΍ϰϠϋϲΣϼϔϟ΍ϥΎϤΘ΋ϼϟΕΎϧΎϋϹ΍ήϴΛ΄Η ˬϞϳί΍ήΒϟ΍

ΖϨϴΑΚϴΣ

ΚϴΣϦϣΔγΎϴδϟ΍ϩάϫΔϴϟΎόϓ

ˬΔϔϠϜΘϟ΍



ΎϤϴϓΎϬΘϴΤΑέϭ



΍ΪϴϟϮΘΑϖϠόΘϳ

Ϟϳί΍ήΒϠϟϲϟΎϤΟϹ΍ϱΩΎμΘϗϻ΍ϮϤϨϟ

 ήϣϷ΍βϔϧϭ

 ϟΔΒδϨϟΎΑ Δγ΍έΪ .ĜtVWNRYi and Habrychova (2011) ΖϨϴΑϲΘϟ΍ϭ



ΔϓΎπϤϟ΍ΔϤϴϘϟ΍ΰϴϔΤΗϰϟ·ϱΩΆϳΔϧΎϋϹ΍ϦϣώϠΒϣϞϛϥ΃

ΔΣϼϔϠϟ Ε΍ΫΕΎϋΎτϘϟ΍ϭ

ήΛ΃ϊϣˬΔϠμϟ΍

ϲΑΎΠϳ·

 ϲϟΎϤΟϹ΍ϲϠΤϤϟ΍ΞΗΎϨϟ΍ϮϤϧϰϠϋ

ιϮμΨΑΎϣ΃

ΕΎϧΎϋϹ΍ήϴΛ΄Η

ΔϴΣϼϔϟ΍

ϰϠϋΎϫήϴΛ΄ΗϝϼΧϦϣΩΎμΘϗϻ΍ϰϠϋ Ϲ΍

ΔϴΟΎΘϧ

 ϟΓήηΎΒϤϟ΍

ΔΣϼϔϟ΍ϲϓΝΎΘϧϹ΍Ϟϣ΍Ϯό

ΕήϬυ΃ΪϘϓ

΍έΩ Giannakas and al (2001)

ϥ΃



ΔϴϨϘΘϟ΍Γ˯ΎϔϜϟ΍

ΔϴϣϮϜΤϟ΍ΕϼϳϮΤΘϟ΍ϊϣϲΒϠγϞϜθΑΔτΒΗήϣωέ΍ΰϤϠϟ



βϔϧϮϫϭ



ΖϠλϮΗΎϣ

Ϫϴϟ·

Δγ΍έΩ Guan and Lunsink (2006)

 ϭ ΕΪϛ΃ϲΘϟ΍



ΔϴΣϼϔϟ΍ΔϴΟΎΘϧϹ΍ϮϤϧϰϠϋϲΒϠγήΛ΃ΎϬϟΕΎϧΎϋϹ΍ϥ΃

ϲϓ΍ΪϨϟϮϫϲϓ

ϦϴΑΎϣΓήΘϔϟ΍









Δγ΍έΩήϴθΗϭ Hadley (2006)



ˬϢϋΪϟ΍ϦϋΞΗΎϨϟ΍΢Αήϟ΍ζϣΎϫΓΩΎϳίϊϣΔϋ΍έΰϟ΍ϲϓΓ˯ΎϔϜϟ΍νΎϔΨϧ΍ϰϟ·

ΔϋϮϤΠϤϟϚϟΫϭ



ϝϭΪϟ΍Ϧϣ

΍ϲϓ

ΓήΘϔϟ









Δγ΍έΩήϴθΗϭ

Latruffe and al (2011)

 ϋέ΍ΰϤϟΔϴϨϘΘϟ΍ΔϴϟΎόϔϟ΍ϡΪόΑςΒΗήϣΕΎϧΎϋϹ΍ϦϣϰϠϋ΃ϢΠΣϥ΃ϰϟ·

Ϧϴ

ˬϙέΎϤϧΪϟ΍ ϲΑϭέϭϷ΍ΩΎΤΗϻ΍ϦϣϝϭΩϊΒγϲϓ ϭ

ˬΎϴϧΎϤϟ΃

ϭ

΍ΪϨϟήϳ·

ˬ ϭ ΎϴϧΎΒγ·

ˬ ϭ

ˬ΍ΪϨϟϮϫ

ΔϜϠϤϤϟ΍ϭ

΍

 ΓΪΤΘϤϟ

΍ϲϓ

ΓήΘϔϟ









ϋέ΍ΰϤϠϟΔϴϨϘΘϟ΍ΔϴϟΎόϔϟ΍ϦϣξϔΨϳΔτΒΗήϣήϴϏΕΎϋϮϓΪϣϝΎΧΩ·ϲϓϞΜϤΘϤϟ΍ΔϛήΘθϤϟ΍ΔϴΣϼϔϟ΍ΔγΎϴδϠϟήϴΧϷ΍ϪΟϮΘϟ΍ϥ΃ΎϤϛ

Ϧϴ ϙέΎϤϧΪϟ΍˯ΎϨΜΘγΎΑϝϭΪϟ΍ϊϴϤΟϲϓ



Ύϣ΃

Δγ΍έΩ

Tan and Karimi (2013)

 ϝϮΣ



ϢϋΪϟ΍ΔγΎϴγϦϴΑΔϗϼόϟ΍

ΔϴϠϜϟ΍ΔϴΟΎΘϧϹ΍ϭ

 ΔΣϼϔϟ΍ϲϓΝΎΘϧϹ΍Ϟϣ΍Ϯόϟ (PTF)

μϟ΍ϲϓ ˬϦϴ

ΖϨϴΑΪϘϓ

ϖϴΒτΗΪόΑξϔΨϨΗΔΣϼϔϟ΍ϲϓΝΎΘϧϹ΍Ϟϣ΍ϮόϟΔϴϠϜϟ΍ΔϴΟΎΘϧϹ΍ϥ΃

Trang 3



ήϴθΗΎϤϛ Δγ΍έΩ 0DUWÕQ-Retortillo and Pinilla (2014)

ϝϮΣ

κϠΨΘδΗˬΎΑϭέϭ΃ϲϓϱΩΎμΘϗϻ΍ϮϤϨϟ΍ΏΎΒγ΃

ϥ΃ϰϟ·

ϦϣΔϟΎϤόϠϟήϤΘδϤϟ΍ΝϭήΨϟ΍

ΓΩΎϳΰΑςΒΗήϣϲϋ΍έΰϟ΍ωΎτϘϟ΍

ˬΩΎμΘϗϼϟϯήΧϷ΍ΕΎϋΎτϘϟ΍ϲϓΝΎΘϧϹ΍Ϟϣ΍Ϯϋϡ΍ΪΨΘγ΍



ήΛΆϳΔϋ΍έΰϠϟϱϮϘϟ΍ϢϋΪϟ΍ϥΈϓϚϟΫϰϟ·ΔϓΎοϹΎΑ

ΎΒϠγ

΢ϤδϳϮϬϓˬΔϴΟΎΘϧϹ΍ϰϠϋ ϟ

ήΒϛ΃ΩΪό

ϲΣϼϔϟ΍ωΎτϘϟ΍ϲϓ˯ΎϘΒϟΎΑΔϠϣΎόϟ΍Ϊϴϟ΍Ϧϣ

ϭ

ϮϫϲϟΎΘϟΎΑ



ϟβϴϟ ϱΩΎμΘϗϻ΍ϮϤϨϟ΍΢ϟΎμ

 ϭ

βϜϋϰϠϋ ΕΎγ΍έΪϟ΍ΔϴΒϟΎϏ ˬ

 ϥΈϓ

 Δγ΍έΩ McCloud and Kumbhakar (2008)



΍ϝϮΣ

΍ϲϓϢϋΪϟ΍ϦϴΑΔϗϼόϟ ϭΔϛήΘθϤϟ΍ΔϴΣϼϔϟ΍ΔγΎϴδϟ΍έΎρ

ΔϴΟΎΘϧ·



Ϧϴϋέ΍ΰϤϟ΍



ˬϙέΎϤϧΪϟ΍ϲϓ

ϭ

ϳϮδϟ΍

ϭ ΪϨϠϓ

΍

΍ϲϓ

ΓήΘϔϟ









ΩϮΟϭΖϨϴΑΪϗ

ήΛ΃

ϲΑΎΠϳ·

 ΔϴϨϘΘϟ΍Γ˯ΎϔϜϟ΍ϰϠϋΕΎϧΎϋϺϟ



ϭ

ϲΘϟ΍ΔΠϴΘϨϟ΍βϔϧϲϫ ΎϬϴϟ·ΖϠλϮΗ

 Yee and al (2004)



ΩϮΟϭϝϮΣ

Δϗϼϋ ΔϴΑΎΠϳ·

 Ϝϟ΍ΔϴΟΎΘϧϹ΍ϦϴΑ

Ϟϣ΍ϮόϟΔϴϠ

ϭΔϋ΍έΰϟ΍ϲϓΝΎΘϧϹ΍ ϣ΍ήΑϰϠϋΔϴϣϮϤόϟ΍ΕΎϘϔϨϟ΍

ϭΩΎηέϹ΍ϭΚΤΒϟ΍Ξ ΔϴΘΤΘϟ΍ΔϴϨΒϟ΍

ϭ

Δγ΍έΪϟΔΒδϨϟΎΑϚϟάϛ



 Lien and Kumbhakar



ήϴΛ΄ΗϝϮΣ

ΔϴΟΎΘϧϹ΍ϰϠϋϢϋΪϟ΍

Γ˯ΎϔϜϟ΍ϭ



ΕΎϧΎϴΑΔϋϮϤΠϤϟ

ΓήΘϔϠϟΞϳϭήϨϟ΍ϲϓϦϴϋέ΍ΰϤϟ







 ΎϣΪϨϋ



ΔϴΟΎΘϧϹ΍ΝΫΎϤϧϲϓϲϠΧ΍ΩήϴϐΘϤϛΞϟΎόΗ ϭΓ˯ΎϔϜϟ΍ϭ

ΕήϬυ΃ϲΘϟ΍

ˬΔϴϋ΍έΰϟ΍ΔϴΟΎΘϧϹ΍ϰϠϋΎΒϠγήΛΆΗΕΎϧΎϋϹ΍ϥ΃

ΎϬϟϦϜϟϭ



ήϴΛ΄Η ϲΑΎΠϳ·



ϟ΍ϰϠϋ

ΔϴϨϘΘϟ΍Γ˯ΎϔϜ







ΝΫϮϤϨϟ΍ Δγ΍έΪϟ΍ΕΎϴτόϣϭ







ΔϨϴϋέΎϴΘΧ΍ Δγ΍έΪϟ΍



ή΋΍ΰΠϟ΍



ΪϤΘόΗϲΘϟ΍ϥ΍ΪϠΒϟ΍ϦϴΑϦϣ

ΔϴϤϨΘϟ΍ϞϳϮϤΗϰϠϋϢ΋ΎϗϱϮϤϨΗΝΫϮϤϧΪϤΘόΗϲϫϭϲϟϭήΘΒϟ΍ϊϳήϟ΍ϰϠϋ

Ϧϣ

Ε΍Ϊ΋Ύϋ ˬϝϭήΘΒϟ΍

 ΎϣϮϫϭ

 ϟ΍έΎόγ΃ΕΎΒϠϘΘϟΔοήϋΎϬϠόΠϳ

ϔϨ

ς



ϲϟΎΘϟΎΑϭ

ϳ

ΒΗή

ς



ϮϤϨϟ΍ ϱΩΎμΘϗϻ΍



ΕΎϗϭήΤϤϟ΍Ε΍έΩΎμΑΓήϴΒϛΔΒδϨΑ Ϫϧ΃φΣϼϤϟ΍ϭ



ϦϴΑΎϣΓήΘϔϟ΍ϲϓ





ϰϟ·



 ωΎϔΗέ΍ϞόϔΑϭ

 ϝϭήΘΒϟ΍έΎόγ΃

ˬ



ϲϟ΍ϮΣή΋΍ΰΠϟ΍ΖμμΧ



 έϻϭΩέΎϴϠϣ

 ήηΎΒϤϟ΍ΕΎϧΎϋϹ΍ϒϠΘΨϤϟ

ΓήηΎΒϣήϴϐϟ΍ϭ

 Δϴϧ΍ΰϴϣϲϫϭ



ΔϴΑήόϟ΍ϝϭΪϟ΍ϦϣΪϳΪόϟ΍ΕΎμμΨϣϝΩΎόΗΓήΒΘόϣ βϔϧϲϓϭ

 ΓήΘϔϟ΍

ˬ



ΩϭΪΣϲϓϡΎΨϟ΍ϲϠΧ΍Ϊϟ΍ΞΗΎϨϟ΍ϲϓϲΣϼϔϟ΍ωΎτϘϟ΍ΔϤϫΎδϣΔΒδϧΕήϘΘγ΍



%



ϦϴΑωΎϔΗέ΍ϞϴΠδΗϊϣ



 ϭ



 ήϘΘδΘϟ



ΩϭΪΣϲϓ





 έήΒϳΎϤϣϭ



ΔϴΣϼϔϟ΍ΕΎγΎϴδϟ΍ϢϴϴϘΘΑΖϣΎϗˬή΋΍ΰΠϟ΍ΔϟΎΣϰϠϋΕΰϛέϲΘϟ΍ΕΎγ΍έΪϟ΍ΔϴΒϟΎϏϥ΃Ϯϫή΋΍ΰΠϟ΍έΎϴΘΧ΍Ύπϳ΃

ϢϋΪϟ΍Ξϣ΍ήΑϭ

 Λ΄ΗΚϴΣϦϣϲΣϼϔϟ΍

Ύϫήϴ

ϲΣϼϔϟ΍ήϴϏΩΎμΘϗϻ΍ϰϠϋΕΎγΎϴδϟ΍ϩάϫήϴΛ΄ΗϚϟάΑΔϠϫΎΠΘϣˬϲΣϼϔϟ΍ΩΎμΘϗϻ΍ϰϠϋ ϮϤϨϟ΍ϰϠϋϭ



ϱΩΎμΘϗϻ΍





΍άϫϰϠϋϭ

 αΎγϷ΍

ˬ

 ϦϴΟΫϮϤϧήϳΪϘΗϢΗ ˬ



ΰϛήϳΚϴΣ

ϰϠϋϝϭϷ΍ΝΫϮϤϨϟ΍

Ύϣ΃ˬή΋΍ΰΠϟ΍ϲϓϱΩΎμΘϗϻ΍ϮϤϨϟ΍ήϴδϔΗ

ϰϠϋΰϛήϴϓϲϧΎΜϟ΍ΝΫϮϤϨϟ΍

ήϴδϔΗ



ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧ

Ηϭ

ΪϳΪΤΗϢ



ϮϤϧ



ΝΎΘϧϹ΍

ϲΣϼϔϟ΍ ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϭ

ΔϳήψϨϟ΍ΕΎΑέΎϘϤϟ΍ϖϓϭ ΕΎγ΍έΪϟ΍ϭ



ΔϴΒϳήΠΘϟ΍

ΔϘΑΎδϟ΍



ΓΎϋ΍ήϣϊϣ

ΔϟΎΣ ή΋΍ΰΠϟ΍

 ϭ

ΕήϬυ΃

ΔϳήψϨϟ΍ΕΎγ΍έΪϟ΍

ϑϼΘΧ΍ΔϴΒϳήΠΘϟ΍ϭ

 ϴΜϛϲϓϲΣϼϔϟ΍ωΎτϘϠϟΔϟϭΪϟ΍ϢϋΩήΛ΃

Ϧϣή

ϥΎϴΣϷ΍

ϰϠϋ

ϲΣϼϔϟ΍ϮϤϨϟ΍ ϭ

ϰϠϋ ϱΩΎμΘϗϻ΍ϮϤϨϟ΍

ϱ΃

 βϴϟϪϧ΃



Ϧϣ έϭήπϟ΍

ήΛϷ΍ϥϮϜϳϥ΃

ϲΑΎΠϳϹ΍



ˬϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋϪδϔϧϮϫϲΣϼϔϟ΍ϮϤϨϟ΍ϰϠϋ ϻϲϟΎΘϟΎΑϭ

 Θϟ΍Ξ΋ΎΘϧρΎϘγ·ϦϜϤϳ

ΔϘϠόΘϤϟ΍ήϳΪϘ

ϭϦϣήΛϷ΍ϲϓϑϼΘΧϻ΍΍άϫϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧΝΫϮϤϧϲϓϲΣϼϔϟ΍ϢϋΪϟ΍ήϴΛ΄ΘΑ ϧΔϬΟ

ψ

ΔϓήόϤϟϝϭϷ΍ΝΫϮϤϨϟ΍ ϦϴΟΫϮϤϧήϳΪϘΗϰϟ·ΎϧΩΎϗˬΔϘΑΎδϟ΍ΕΎγ΍έΪϟ΍ϦϣΪϳΪόϟ΍ή

΃

ήΛ



ϢϋΪϟ΍

ˬϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋϲΣϼϔϟ΍ ϲϧΎΜϟ΍ΝΫϮϤϨϟ΍ϭ

 ϴΒΘϟ Σϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϰϠϋήΛϷ΍ϥΎ

 ϲ ϭ ϖϓϭ

 ΔϴΒϳήΠΘϟ΍ΕΎγ΍έΪϟ΍Ξ΋ΎΘϧ ˬ



ϥΈϓ

ΪϗΔϴΒΒδϟ΍

ϥϮϜΗ

ϲϓ ˬϦϴϫΎΠΗϻ΍



ϱ΃

ϥ΃ΔϴϧΎϜϣ·

ΩΎμΘϗϻ΍ϮϤϨϟ΍ΔΣϼϔϟ΍ΐΒδΗ

ΔϴϣΎϨϟ΍ϥ΍ΪϠΒϟ΍ϲϓΎϤϴγϻΔόϨϘϣϭΪΒΗ

 ϚϟΫϊϣϭ

 ΗΪϗΔϴΒΒδϟ΍ϥ΃ϰϟ·ήϴθΗΞΠΤϟ΍ϦϣΪϳΪόϟ΍ϥ΃ϙέΪϧϥ΃ϱέϭήπϟ΍Ϧϣ

ϥϮϜ ϲΣϼϔϟ΍ϮϤϨϟ΍ϰϟ·ϲΣϼϔϟ΍ήϴϏΩΎμΘϗϻ΍ϦϣϰϨόϤΑˬβϛΎόϤϟ΍ϩΎΠΗϻ΍ϲϓ



 ϦϴΟΫϮϤϨϟ΍ήϳΪϘΘϟϭ

 ϞϳϮτϟ΍ϯΪϤϟ΍ϲϓ ˬ

 ϤϧϡΪΨΘδϧ ΔϋίϮϤϟ΍ΔϴϨϣΰϟ΍Ε΍ϮΠϔϠϟϲΗ΍άϟ΍έ΍ΪΤϧϻ΍ΝΫϮ Auto Regressive Distributive Lags (ARDL)

ϞΒϗϦϣέϮτϤϟ΍

Pesaran and al (2001)



΍άϫ



ϼδϟ΍ϥϮϜΗϥ΃ΐϠτΘϳϻϪϧ΄ΑΕ΍έΎΒΘΧϻ΍ϲϗΎΑϦϋέΎΒΘΧϻ΍΍άϫίΎΘϤϳΚϴΤΑˬΔϓϭήόϤϟ΍ϙήΘθϤϟ΍ϞϣΎϜΘϟ΍Ε΍έΎΒΘΧϻϞϳΪΒϛήΒΘόϳΝΫϮϤϨϟ΍ ΔΟέΪϟ΍βϔϧϦϣΔϠϣΎϜΘϣΎόϴϤΟΔϴϨϣΰϟ΍Ϟγ

I (0)

ϭ΃

I (1)

ρήθϟΎϓ

ϮϫέΎΒΘΧϻ΍΍άϫϖϴΒτΘϟΪϴΣϮϟ΍ ϻ΃

 Ε΍ήϴϐΘϤϟ΍ϦϣΎϳ΃ϞϣΎϜΗΔΟέΩϥϮϜΗ

I (2)





΍άϫϲϓϭ

 ϝΎΠϤϟ΍

ΖϣΎϗˬ



ΓΪϳΪϋΕΎγ΍έΩ ϲϓήψϨϟΎΑ



ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϰϠϋΔϴΣϼϔϟ΍ΔγΎϴδϟ΍ήΛ΃

ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϭ

 ϖϳήτΑ ARDL

ˬ Δγ΍έΩΎϬϨϣ UDOH, Elijah (2011)

ΗϲΘϟ΍ϭ

ϛΆ

Ϊ



ήΛϷ΍ϰϠϋ ϲΑΎΠϳϹ΍

 ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϰϠϋΔϴϣϮϤόϟ΍ΕΎϘϔϨϠϟ



Δγ΍έΩϭ Qazi Muhammad Adnan Hye et al (2010)



έΎόγϷ΍ΔγΎϴγϥ΃ήΒΘόΗ ΕΎϘϔϨϟ΍ΔγΎϴγϭ

 ϳέϭήοΎόϣΎϤϫΔϴϣϮϤόϟ΍

Θ

ϮϤϨϟϥΎ

ϲΣϼϔϟ΍ωΎτϘϟ΍

Δγ΍έΩϚϟάϛϭ

 KADIR, Shariff Umar Sh Abd and TUNGGAL, Noor Zainab (2015)



ΕήΒΘϋ΍ϲΘϟ΍

ΔϴΟΎΘϧϹ΍ϰϠϋ΍ΪΟϒϴόοήϴΛ΄ΗϪϟϲϣϮϜΤϟ΍ϕΎϔϧϹ΍ϥ΃

Δϴϋ΍έΰϟ΍





Δγ΍έΪϟ΍Ε΍ήϴϐΘϣ ϣϞϤθΗ

ϮϤϧΕϻΪό ϛ ϦϣΐδϨ



Ε΍Ωέ΍Ϯϟ΍ϲϟΎϤΟ·ϦϣΔϴ΋΍άϐϟ΍Ε΍Ωέ΍Ϯϟ΍ΔΒδϧϰϟ·ΔϓΎο·ˬϡΎΨϟ΍ϲϠΧ΍Ϊϟ΍ΞΗΎϨϟ΍

ϢϋΪϟ΍ήϴϐΘϣϭ



ϲΣϼϔϟ΍ωΎτϘϠϟϲϠϜϟ΍

ϢΗϱάϟ΍ϭ



΍ΔϤϴϘΑϪϨϋήϴΒόΘϟ΍

ΕΎϘϔϨϟ

ΔΣϼϔϟ΍ωΎτϘϟΔϬΟϮϤϟ΍ΔϴϣϮϜΤϟ΍ ϱήϟ΍ϭ



ΏΎδΣϢΗϭ

 ϫ

ήϴΧϷ΍΍ά ϯήΧϷ΍Ε΍ήϴϐΘϤϟ΍ϊϣΎδϧΎΠΘϣϪϠόΠϟϢΘϳέΎϏϮϠϟΎΑ



ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϢϋΩΔγΎϴγϲϓήϴϐΘϟ΍ϦϋήϴΒόΘϠϟϲϤϫϭήϴϐΘϣϰϠϋΝΫϮϤϨϟ΍ϯϮΘΣ΍ΎϤϛ

ϦϣϦϴΠΘϨϤϟ΍ϭ



ϯήΧ΃ϰϟ·ΓήΘϓ ΪϳΪΤΗϢΗϭ



ΔϳϮϨγΔϴϨϣίϞγϼγ ΔΘΑΎΜϟ΍έΎόγϷΎΑ



ϦϴΑΎϣΓήΘϔϟ΍ϲϓ



 ϭ













ϝϭΪΠϟ΍

1



 Δγ΍έΪϟ΍Ε΍ήϴϐΘϣ



ΔϠδϠδϟ΍ΰϣέ

 ΔϠδϠδϟ΍Ϣγ΍

 ΔϠδϠδϟ΍έΪμϣ



PIB ϡΎΨϟ΍ϲϠΧ΍Ϊϟ΍ΞΗΎϨϟ΍ϮϤϧϝΪόϣ

 ϲϟϭΪϟ΍ϚϨΒϠϟΕΎϧΎϴΒϟ΍ΓΪϋΎϗ



PIBA ϲΣϼϔϟ΍ωΎτϘϟ΍ϲϓΔϓΎπϤϟ΍ΔϤϴϘϟ΍ϮϤϧϝΪόϣ

 ϲϟϭΪϟ΍ϚϨΒϠϟΕΎϧΎϴΒϟ΍ΓΪϋΎϗ



PIBI ϲϋΎϨμϟ΍ωΎτϘϟ΍ϲϓΔϓΎπϤϟ΍ΔϤϴϘϟ΍ϮϤϧϝΪόϣ



ΕΎϧΎϴΒϟ΍ΓΪϋΎϗ ϲϟϭΪϟ΍ϚϨΒϠϟ



INDU

 ϣΔΒδϧ ϲϋΎϨμϟ΍ωΎτϘϠϟΔϓΎπϤϟ΍ΔϤϴϘϟ΍

ϮΌ ϡΎΨϟ΍ϲϠΧ΍Ϊϟ΍ΞΗΎϨϟ΍ϦϣΔϳ

 ϲϟϭΪϟ΍ϚϨΒϠϟΕΎϧΎϴΒϟ΍ΓΪϋΎϗ



AGRI



ΔΒδϧ ϲΣϼϔϟ΍ωΎτϘϠϟΔϓΎπϤϟ΍ΔϤϴϘϟ΍

ΔϳϮΌϣ

 ϡΎΨϟ΍ϲϠΧ΍Ϊϟ΍ΞΗΎϨϟ΍Ϧϣ

 ϲϟϭΪϟ΍ϚϨΒϠϟΕΎϧΎϴΒϟ΍ΓΪϋΎϗ



IMPO

 Δϴ΋΍άϐϟ΍Ε΍Ωέ΍Ϯϟ΍

%

 Ε΍Ωέ΍Ϯϟ΍ϲϟΎϤΟ·Ϧϣ

 ϲϟϭΪϟ΍ϚϨΒϠϟΕΎϧΎϴΒϟ΍ΓΪϋΎϗ



ST



ΔΣϼϔϟ΍ωΎτϘϠϟϲ΋ΎϬϨϟ΍ϊΑΎτϟ΍Ε΍ΫΕΎϘϔϨϟ΍

ϱήϟ΍ϭ

 ΰϴϬΠΘϟ΍ΕΎϘϔϧ

 ΔϨγϞϜϟΔϴϟΎϤϟ΍Ϧϴϧ΍Ϯϗ





ϯϮΘΣ΍Ϊϗϭ ΟΫϮϤϨϟ΍ Ύ

ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϢϋΩϦϋήϴΒόΘϠϟϲϤϫϭήϴϐΘϣϰϠϋϚϟάϛϥ ϦϴΠΘϨϤϟ΍ϭ

SP ϢϴϘϟ΍άΧ΄ϳ

0

 ϭ



ΝΎΘϧϹ΍ϢϋΩήϴϐΘϣάΧ΄ϳ

ΔϤϴϘϟ΍ϦϴΠΘϨϤϟ΍ϭ

 0



ΝΎΘϧϺϟϢϋΩΎϬϴϓΪΟϮϳϻϲΘϟ΍ΓήΘϔϟ΍ϲϓ

ΔϤϴϘϟ΍ϭϦϴΠΘϨϤϟ΍ϭ





ϲΣϼϔϟ΍ΝΎΘϧϺϟ΢ϳήμϟ΍ΔϟϭΪϟ΍ϢϋΩΓήΘϓϲϓ ϦϴΣϼϔϟ΍ϭ



ϢΗΪϗϭ

 Ν΍έΩ·



ήϴϐΘϤϟ΍

ϟ΍

ΔϴϤϛΕΎϧΎϴΑϰϟ·ϝϮλϮϟ΍ϦϣΎϨϨϜϤΗϡΪόϟ΍ήψϧϲϤϫϮ

ΔϘϴϗΩ ϜΗΔϠϳϮρΔϴϨϣίΔϠδϠδϟ

Ϯ

Ύϴ΋ΎμΣ·ΔϟϮΒϘϣϥ









ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋϲΣϼϔϟ΍ωΎτϘϠϟΔϟϭΪϟ΍ϢϋΩήΛ΃



 ϟ΍Ε΍ήϴϐΘϤϟ΍Δτγ΍ϮΑϱΩΎμΘϗϻ΍ϮϤϨϟ΍ήδϔϳΝΫϮϤϧήϳΪϘΗϝϼΧϦϣϢΘϴγϞϳϮτϟ΍ϯΪϤϟ΍ϲϓϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋϲΣϼϔϟ΍ϢϋΪϟ΍ήΛ΃ΪϳΪΤΗ

ˬϲΣϼϔϟ΍ϮϤϨϟ΍ΔϴϟΎΘϟ΍ΔϠϘΘδϤ

ϭ

ˬϲϋΎϨμϟ΍ϮϤϨϟ΍

ϭ

ˬϡΎΨϟ΍ϲϠΧ΍Ϊϟ΍ΞΗΎϨϟ΍ϦϣΔΣϼϔϟ΍ΔμΣ ϭ

ˬϡΎΨϟ΍ϲϠΧ΍Ϊϟ΍ΞΗΎϨϟ΍ϦϣΔϋΎϨμϟ΍ΔμΣ ϭ

Δϴ΋΍άϐϟ΍Ε΍Ωέ΍Ϯϟ΍

ϲϠϜϟ΍ϢϋΪϟ΍ϭ



ΔΣϼϔϟ΍ωΎτϘϟΰϴϬΠΘϟ΍ΕΎϘϔϨΑϪϨϋήϴΒόΘϟ΍ϢΗήϴΧϷ΍΍άϫϲΣϼϔϟ΍ωΎτϘϠϟ

ϭ

ϱήϟ΍



ϢΗϭ

Trang 4



ΝΫϮϤϧ ARDL



ΔϟΩΎόϤϠϟ (1)



ϲϟΎΘϟ΍ϞϜθϟ΍ϰϠϋ



 ǻࡼࡵ࡮࢚ൌ ܽ଴൅ ෍ Ⱦ୨ο ୲ି୨

௉భ

௝ୀଵ

+෍ ɀ୨ο ୲ି୨

௣మ

௝ୀ଴

+ ෍ Ɂ୨ο  ୲ି୨

௣య

௝ୀ଴

+ ෍ ɉ୨οܵܶ୲ି୨

௣ర

௝ୀ଴

+ ෍ Ʌ୨ο୲ି୨

௣ఱ

௝ୀ଴

+ ෍ Ԃ୨ο ୲ି୨

௣ల

௝ୀ଴

+

෍ Ɋ୨ ୲ି୨

௣ళ

௝ୀ଴ + ෍ Ʉ୨ο ୲ି୨

௣ఴ

௝ୀ଴ + ߨଵܲܫܤ௧ିଵ + ߨଶܲܫܤܣ௧ିଵ + ߨଷܲܫܤܫ௧ିଵ + ߨସܵܶ௧ିଵ + ߨହܵܲ௧ିଵ + ߨ଺ܫܰܦܷ௧ିଵ + ߨ଻ܣܩܴܫ௧ିଵ

+ ߨ଼ܫܯܱܲ௧ିଵ + ߝ௧



««««««««««««««(

 )

ΚϴΣ ΝΫϮϤϨϟ΍ϦϴΒϳ



ϦϜϤϳϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϥ΃

ϩήϴδϔΗ

ˬΔΌρΎΒΘϤϟ΍ϪϤϴϗϖϳήρ ΔΌρΎΒΘϤϟ΍ϢϴϘϟ΍ϭ



Ε΍ήϴϐΘϤϠϟ ˬΔϠϘΘδϤϟ΍

 ϰϟϭϷ΍ΓϮτΨϟ΍ϭ



ΔϴΠϬϨϤϟ ARDL



ΚϴΤΑˬϙήΘθϣϞϣΎϜΗΔϗϼϋΩϮΟϭέΎΒΘΧ΍ϲϫ

ϝΎϘϓϭϙήΘθϤϟ΍ϞϣΎϜΘϟ΍ΰϜΗήϳ Pesaran and al (2001)

 ϲϓ



ΝΫΎϤϧ ARDL



ΔϴϟΎΘϟ΍Δϴοήϔϟ΍έΎΒΘΧ΍ϰϠϋ



൜ܪܪ଴ ׷  ߨଵൌ ߨଶൌ  ߨଷൌ  ߨସൌ  ߨହൌ  ߨ଺ൌ  ߨ଻ൌ ߨ଼ൌ ͲǤ

ଵ ׷  ߨଵ് Ͳǡ ߨଶ് Ͳǡ ߨଷ് Ͳǡ ߨସ് Ͳǡ ߨହ് Ͳǡ ߨ଺് Ͳǡ ߨ଻് Ͳǡ ߨ଼് ͲǤ

Δϴ΋ΎμΣ·ϞϤθΗϭ



έΎΒΘΧϻ΍

F-statistics

 Wald test

ˬ ϭ ΔϴϟΎΘϟ΍ΔϴΠϬϨϤϟ΍ϖϓϭέ΍ήϘϟ΍ΫΎΨΗ΍ϢΘϳ

ΔϤϴϗΖϧΎϛ΍Ϋ·

F-stat



ϡΪόΑϡΪόϟ΍ΔϴοήϓξϓήϧΎϨϧΈϓˬΔΟήΤϟ΍ϢϴϘϠϟϱϮϠόϟ΍ΪΤϟ΍ϦϣήΒϛ΃

ΖϧΎϛ΍Ϋ·Ύϣ΃ϙήΘθϣϞϣΎϜΗΔϗϼϋΩϮΟϭ F-stat



Δϴ΋ΎμΣϹΔΑϮδΤϤϟ΍ΔϤϴϘϟ΍ΖϧΎϛ΍Ϋ·Ύϣ΃ϙήΘθϣϞϣΎϜΗΔϗϼϋΩϮΟϭϡΪόΑϡΪόϟ΍ΔϴοήϓϞΒϘϧΎϨϧΈϓˬΔΟήΤϟ΍ϢϴϘϠϟϰϧΩϷ΍ΪΤϟ΍ϦϣϞϗ΃

F



ΪΤϟ΍ϦϴΑΎϣϊϘΗ

ϰϠϋϷ΍ ϰϧΩϷ΍ΪΤϟ΍ϭ



ϦϣΔΣήΘϘϤϟ΍ΔΟήΤϟ΍ϢϴϘϠϟ

ϞΒϗ Pesaran and al (2001)

ϦϜϤϳϻά΋ΪϨϋˬ έ΍ήϗϱ΃ΫΎΨΗ΍



ΓϮτΨϟ΍ϞϤθΗϭ

ήϴμϘϟ΍ϯΪϤϟ΍ϲϓΝΫϮϤϨϟ΍ΕΎϤϠόϣήϳΪϘΗΔϴϧΎΜϟ ϞϳϮτϟ΍ϯΪϤϟ΍ϭ



ϚϟΫϥϮϜϳϭ



Δγ΍έΪϟ΍Ε΍ήϴϐΘϣϦϴΑϙήΘθϣϞϣΎϜΗΔϗϼϋΩϮΟϭϦϣΪϛ΄Θϟ΍ΪόΑ





ϭ

Ε΍ήϴϐΘϤϠϟΔϴ΋ΎμΣϹ΍κ΋ΎμΨϟ΍Δγ΍έΩϲϐΒϨϳΔϟΩΎόϤϟ΍ήϳΪϘΗϞΒϗ ϭ

ΔλΎΧ Δϳέ΍ήϘΘγϻ΍Δγ΍έΩ



ΩϮΟϭΪϳΪΤΘϟ

ϞϳϮτϟ΍ϯΪϤϟ΍ϲϓΔϗϼϋ Θϟ΍ϱΩΎϔΗϭ

Ε΍ήϳΪϘ

 ΖϧΎϛϝΎΣϲϓΞΘϨΗΪϗϲΘϟ΍Δϔ΋΍ΰϟ΍



Ϟγϼδϟ΍

ΓήϘΘδϣήϴϏήϳΪϘΘϟ΍ϲϓΔϣΪΨΘδϤϟ΍ ϢΗϪϴϠϋϭ



έΎΒΘΧ΍Δτγ΍ϮΑΝΫϮϤϨϟ΍Ε΍ήϴϐΘϤϟΓΪΣϮϟ΍έάΟέΎΒΘΧ΍

(Augmented Dickey Fuller Test)

 ήϴΧ΄Θϟ΍ΔΟέΪϟΔΒδϨϟΎΑ ˬ



ΔϤϴϗϞϗ΃ϰϠϋ΍ΩΎϤΘϋ΍ΕΩΪΣΪϘϓ

ϚϴϳΎϛ΃ϱέΎϴόϤϟ ίέ΍Ϯηϭ

max p = 4



ϝϭΪΠϟ΍ϭ





ΝΫϮϤϨϠϟΔϠϜθϤϟ΍ΔϴϨϣΰϟ΍Ϟγϼδϟ΍ϞϣΎϜΗΔΟέΩκΨϠϳ



 ϝϭΪΠϟ΍







 ΔϴϨϣΰϟ΍Ϟγϼδϟ΍ϞϣΎϜΗΔΟέΩ



Ε΍ήϴϐΘϤϟ΍ IMPO

AGRI

 INDU

 ST

 SP PIBI

PIBA



PIB

ϞϣΎϜΘϟ΍ΔΟέΩ



I (1)



I (1)



I (1)



I (1)



I (1)

I (1)

I (0)



I (1)



ΔϴΠϬϨϣϖϴΒτΗρήηϦϣΪϛ΄Θϟ΍ΪόΑ ARDL

 ϲϓϞΜϤΘϤϟ΍ϭ



έάΟέΎΒΘΧ΍ϝϼΧϦϣΔγ΍έΪϟ΍Ε΍ήϴϐΘϤϟΔϴϨϣΰϟ΍Ϟγϼδϟ΍ϞϣΎϜΗΔΟέΩ ˬΓΪΣϮϟ΍



ϦϣΔϠϣΎϜΘϣϲϫΕ΍ήϴϐΘϤϟ΍ϊϴϤΟϞϣΎϜΗΔΟέΩΚϴΤΑ

ΔΟέΪϟ΍

I

(1) ˬ

 ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧΔϠδϠγ΍ΪϋΎϣ PIBA

ϯϮΘδϤϟ΍ϲϓΓήϘΘδϣϲϫϲΘϟ΍

I (0)

ϙήΘθϣϞϣΎϜΗΔϗϼϋΩϮΟϭήΒΘΨϧϑϮγ





 ΩϭΪΤϟ΍ΞϬϨϣϝΎϤόΘγΎΑϙήΘθϤϟ΍ϞϣΎϜΘϟ΍ΔϗϼϋέΎΒΘΧ



ϲϫϙήΘθϤϟ΍ϞϣΎϜΘϟ΍Δϴ΋ΎμΣ·ΔϤϴϗ F= 33.80485



ϢϴϘϟ΍ΩϭΪΣϭ



ϦϣΔΣήΘϘϤϟ΍ΔϳϮϨόϤϟ΍ΕΎΟέΩϒϠΘΨϣΪϨϋΔΟήΤϟ΍

ϞΒϗ Pesaran and al (2001)



ϲϟΎΘϟ΍ϝϭΪΠϟ΍ϲϓΔΤοϮϣϲϫ





ϝϭΪΠϟ΍



 ΩϭΪΤϟ΍Ε΍έΎΒΘΧ΍

 F-statistic = 33.80485

ΔΟήΤϟ΍ϢϴϘϟ΍



ΔϳϮϨόϤϟ΍ΕΎϳϮΘδϣ

 ϲϠϔδϟ΍ΪΤϟ΍

 ϱϮϠόϟ΍ΪΤϟ΍



10%

1.92 2.89

5%

2.17 3.21

2.5%

2.43 3.51

1%

2.73 3.9



 ϝϭΪΠϟ΍΢οϮϳ



ϥ΃

F-stat

 ΔϳϮϨόϣΕΎΟέΩϒϠΘΨϣΪϨϋΔΟήΤϟ΍ΔϤϴϘϠϟϱϮϠόϟ΍ΪΤϟ΍ϦϣήΒϛ΃ϲϫ 1



%



ˬ 5



%



ˬ 10



%

ϡΪόϟ΍ΔϴοήϓξϓήϧϲϟΎΘϟΎΑϭˬ

ϞΒϘϧϭ



ΔϗϼϋΩϮΟϮΑΔϠϳΪΒϟ΍Δϴοήϔϟ΍

Ϫϴϧί΍ϮΗ



ϞΟϷ΍ΔϠϳϮρ



ϱΩΎμΘϗϻ΍ϮϤϧϝΪόϣϦϴΑϞΟϷ΍ΔϠϳϮρΔϗϼϋΩϮΟϭϦϣΪϛ΄Θϟ΍ΪόΑ ϪΗ΍ΩΪΤϣϭ

ΔϴΠϬϨϤϟΎϘϓϭΔϗϼόϟ΍ϩάϫϢϟΎόϣήϳΪϘΘΑϡϮϘϧϑϮγˬ ARDL

έΎϴόϣϰϠϋ΍ΩΎϤΘϋ΍

(Schwarz Bayesian

Criterion)



ˬΆρΎΒΘϟ΍Ε΍ήΘϓΪϳΪΤΗϢΗ ϥ΃ϦϴΒΗϭ

 ΝΫϮϤϨϟ΍

4 ˬ





ˬ 3

ˬ 4

ˬ 4

ˬ 4

ˬ 4

ˬ 3



ήϴμϘϟ΍ϦϴϳΪϤϟ΍ϲϓήϳΪϘΘϟ΍Ξ΋ΎΘϧϞΜϣϷ΍ΝΫϮϤϨϟ΍Ϯϫ ΔΤοϮϤϟ΍ϞϳϮτϟ΍ϭ



ϲϟΎΘϟ΍ϝϭΪΠϟ΍ϲϓ









ϝϭΪΠϟ΍





 έ΍ΪΤϧϻ΍ΝΫϮϤϧήϳΪϘΗ ϲΗ΍άϟ΍

Ε΍ϮΠϔϠϟ ΔϴϨϣΰϟ΍

ΔϋίϮϤϟ΍

4 ˬ





ˬ 3

ˬ 4

ˬ 4

ˬ 4

ˬ 4

ˬ 3

 Included observation: 41 after adjustments

P-v

t-Statistic

 Std Error



Coefficient

 Variable



Short run: Dependent Variable: DPIB



0.0002 12.650056

0.057848 0.731782

D(PIB(-1))

0.0000 23.599101

0.067422 1.591100

D(PIB(-2))

0.0000 22.812549

0.031615 0.721217

D(PIB(-3))

0.0002 -13.270116

0.018478 -0.245202

D(PIBA)

0.0000 25.279739

0.021324 0.539075

D(PIBA(-1))

0.0000 27.107559

0.015700 0.425587

D(PIBA(-2))

0.0000 26.747212

0.017742 0.474540

D(PIBI)

Trang 5

0.0076 4.978564

0.023387 0.116432

D(PIBI(-1))

0.0012 -8.275572

0.019479 -0.161202

D(PIBI(-2))

0.1762 -1.640677

0.253255 -0.415509

D(ST)

0.0028 6.571319

0.360030 2.365872

D(ST(-1))

0.1702 1.670389

0.376467 0.628846

D(ST(-2))

0.0019 7.298429

0.317306 2.315837

D(ST(-3))

0.0003 -11.765686

0.295503 -3.476800

D(SP)

0.0012 -8.273956

0.253823 -2.100121

D(SP(-1))

0.0002 12.545482

0.272395 3.417324

D(SP(-2))

0.0003 11.666953

0.254217 2.965939

D(SP(-3))

0.0001 16.596237

0.042940 0.712644

D(INDU)

0.0017 7.526954

0.044879 0.337803

D(INDU(-1))

0.0001 16.390403

0.045149 0.740018

D(INDU(-2))

0.0000 28.789591

0.047951 1.380480

D(INDU(-3))

0.0001 17.891273

0.183766 3.287815

D(AGRI)

0.0002 13.841614

0.200157 2.770496

D(AGRI(-1))

0.0001 15.114437

0.187322 2.831264

D(AGRI(-2))

0.0000 29.064649

0.227001 6.597704

D(AGRI(-3))

0.0002 12.739569

0.027093 0.345156

D(IMPO)

0.0192 3.795943

0.031130 0.118168

D(IMPO(-1))

0.0006 -9.632664

0.030323 -0.292087

D(IMPO(-2))

0.0000 -30.211439

0.040008 -1.208690

ECM (-1)

Long-run: Dependent Variable: PIB

0.0299 -3.302366

0.263170 -0.869084

PIBA

0.4304 0.876181

0.233178 0.204306

PIBI

0.0286 3.349017

0.323232 1.082510

ST

0.0184 -3.844915

0.768758 -2.955807

SP

0.0328 3.201939

0.216054 0.691793

INDUPIB

0.0648 2.528201

0.554629 1.402213

AGRIPIB

0.0195 -3.775659

0.137176 -0.517931

IMPO

0.0436 -2.911877

13.557374 -39.477410

C

R2 = 0.9967; adjusted R2 = 0.9677; SE = 0.488485; SSR = 0.954469

F-Stat = 34.29353; prob

 (F-Stat)= 0.001719; DW=2.816675



ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϝΪόϣϦϴΑϞΟϷ΍ΓήϴμϗΔϴϜϴϣΎϨϳΩΔϗϼϋϙΎϨϫϥ΄Α΄τΨϟ΍΢ϴΤμΗήϳΪϘΗΞ΋ΎΘϧϦϣϦϴΒΘϳ Ε΍ήϴϐΘϤϟ΍ϦϴΑϭ



ΓήδϔϤϟ΍

ϊΟ΍έ΍άϫϭ



ΓέΎηϹ΍ΐϟΎγέΪϘϤϟ΍΄τΨϠϟ μΣ·ϱϮϨόϤϟ΍ϭ

Ύϴ΋Ύ

ϞϣΎόϣΎϤϨϴΑ

ϱϭΎδϤϟ΍΄τΨϟ΍΢ϴΤμΗ -1.20

 ΔϋήγβϴϘΗϭ



΍ϯΪϤϟ΍ϲϓϥί΍ϮΘϟ΍ϊοϭϰϟ·ΓΩϮόϟ΍

ΔϗϼϋΩϮΟϭϢϋΪΗέΪϘϤϟ΍΄τΨϠϟΔΒϟΎδϟ΍ΓέΎηϹ΍ˬΎπϳ΃ϞϳϮτϟ Ϫϴϧί΍ϮΗ



Ε΍ήϴϐΘϤϟ΍ϦϴΑϯΪϤϟ΍ΔϠϳϮρ



ΒδϨϟΎΑ

ΔϳϮϨόϤϟΔ

Σ·ΔϳϮϨόϣΎϬϟΖΑΎΜϟ΍ΎϬϴϓΎϤΑϯήΧϷ΍Ε΍ήϴϐΘϤϟ΍ϊϴϤΟˬΎϴ΋ΎμΣ·ϱϮϨόϤϟ΍ήϴϏϲϋΎϨμϟ΍ϮϤϨϟ΍ϞϣΎόϣ΍ΪϋΎϣˬϞϳϮτϟ΍ϯΪϤϟ΍ϲϓΕΎϤϠόϤϟ΍

ΔΟέΩΪϨϋΎϴ΋Ύμ 5



%



μΣ

ΎϬϟϡΎΨϟ΍ϲϠΧ΍Ϊϟ΍ΞΗΎϨϟ΍ϦϣΔΣϼϔϟ΍Δ

ΪϨϋΔϴ΋ΎμΣ·ΔϳϮϨόϣ 7



%





ΔϳήϴδϔΗΓέΪϗΎϬϟΝΫϮϤϨϟ΍ϲϓΔϣΪΨΘδϤϟ΍ΔϠϘΘδϤϟ΍Ε΍ήϴϐΘϤϟ΍ϥ΃ΎϤϛ

΍έΪϗΡήθΗϭ

 ϊΑΎΘϟ΍ήϴϐΘϤϟ΍Ϧϣ΍ήϴΒϛ R2 = 0.97











 ΝΫϮϤϨϟ΍έ΍ήϘΘγ΍έΎΒΘΧ΍



 έΎΒΘΧ΍

έ΍ήϘΘγϻ΍

ϲϠϜϴϬϟ΍

ΕϼϣΎόϤϟ ϦϴϠΟϷ΍

ήϴμϘϟ΍

ϞΒϗϦϣΎϤϬΣ΍ήΘϗ΍ϢΗϦϳέΎΒΘΧ΍ϝϼΧϦϣϢΘΗϑϮγϞϳϮτϟ΍ϭ Brown, Durbin, and Evans (1975)



ϭ

ΎϤϫ

έΎΒΘΧ΍

ωϮϤΠϤϟ΍

ϲϤϛ΍ήΘϟ΍ ΓΩϭΎόϤϟ΍ϲϗ΍ϮΒϠϟ CUSUM

 ωϮϤΠϤϟ΍έΎΒΘΧ΍ϭ ϲϤϛ΍ήΘϟ΍

ΕΎόΑήϤϟ ϲϗ΍ϮΒϟ΍

ΓΩϭΎόϤϟ΍

CUSUM of Squares







Trang 6

0.0

0.4

0.8

1.2

1.6







ϞϜθϟ΍

1



 ωϮϤΠϤϟ΍ϦϣϞϛέΎΒΘΧϻϲϧΎϴΒϟ΍ϞϜθϟ΍

ϲϤϛ΍ήΘϟ΍

ωϮϤΠϤϟ΍έΎΒΘΧ΍ϭΓΩϭΎόϤϟ΍ϲϗ΍ϮΒϠϟ ϲϤϛ΍ήΘϟ΍

ΕΎόΑήϤϟ ϲϗ΍ϮΒϟ΍

ΓΩϭΎόϤϟ΍





Ϧϣ΢πΘϳ ϞϜθϟ΍ 1 ΕϼϣΎόϤϟ΍

ΓέΪϘϤϟ΍

ϝϼΧΎϴϠϜϴϫΓήϘΘδϣϲϫΝΫϮϤϨϠϟ ϦϳέΎΒΘΧϼϟϲϧΎϴΒϟ΍Ϣγήϟ΍ωϮϗϮϟ΍ήψϧˬΔγ΍έΪϟ΍ΓήΘϓ

CUSUM ϭ

CUSUM of Squares

ΪϨϋΔΟήΤϟ΍ΩϭΪΤϟ΍ϞΧ΍Ω

ΔϳϮϨόϣϯϮΘδϣ 5



%











ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϰϠϋϲΣϼϔϟ΍ϢϋΪϟ΍ήΛ΃





ΝΫϮϤϨϟ΍

Δγ΍έΪϟ΍ϦϣϲϧΎΜϟ΍

ϝϭΎΤϳ ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧήϴδϔΗ



φΣϼϳΚϴΣ

ϲΣϼϔϟ΍ωΎτϘϟ΍ϰϠϋϢϋΪϟ΍ήϴΛ΄ΗϦϴΑϥΎϴΣϷ΍ϦϣήϴΜϛϲϓήΛϷ΍ϑϼΘΧ΍

ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϭ



δΣ

ϟ΍

ΪϳΪό



Ϧϣ



ΔϴϧΎϜϣ·ϰϟ·ΔϓΎο·ˬΔϘΑΎδϟ΍ΕΎγ΍έΪϟ΍

ϥϮϜΗϥ΃

ϱΩΎμΘϗϻ΍ϮϤϨϟ΍Ϧϣϱ΃βϛΎόϤϟ΍ϩΎΠΗϻ΍ϲϓΔϴΒΒδϟ΍

ήϴϏΩΎμΘϗϻ΍ϭ



ϮϤϨϟ΍ϰϟ·ϲΣϼϔϟ΍

ˬϲΣϼϔϟ΍

 ΎϣϮϫϭ

 ϫήϳΪϘΗϰϟ·ΎϧΩΎϗ ΝΫϮϤϨϟ΍΍ά



΍ΚϴΣ

ϟ

ϮϫϲΣϼϔϟ΍ϮϤϨ

ΝΫϮϤϨϟ΍΍άϫϲϓϊΑΎΘϟ΍ήϴϐΘϤϟ΍ ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϭ



ϯήΧϷ΍ΔϠϘΘδϤϟ΍Ε΍ήϴϐΘϤϟ΍ϊϣϞϘΘδϣήϴϐΘϣ

 Ύϧήη΃Ϊϗϭ



ϦϣήΒϛ΃ΔΟέΩϲϓΔϠϣΎϜΘϣΕ΍ήϴϐΘϤϟ΍ϦϣΎϳ΃ΪΟϮϳϻϪϧ΍ΎϘΑΎγ

I (1)

ˬ ϦϜϤϳϲϟΎΘϟΎΑϭ



ΝΫϮϤϨϟ΍ήϳΪϘΗ

ΔϘϳήρΔτγ΍ϮΑ ARDL



ΝΫϮϤϧΐΘϜϳϭ

 ARDL

 ϟΎΑιΎΨϟ΍

ΝΫϮϤϨ





ϲϠϳΎϤϛ





ǻࡼࡵ࡮࡭࢚ൌ ܽ଴൅ ෍ Ⱦ୨ο ୲ି୨

௉భ

௝ୀଵ +෍ ɀ୨ο ୲ି୨

௣మ

௝ୀ଴ + ෍ Ɂ୨οܲܫܤܫ୲ି୨

௣య

௝ୀ଴ + ෍ ɉ୨ο୲ି୨

௣ర

௝ୀ଴ + ෍ Ʌ୨ο୲ି୨

௣ఱ

௝ୀ଴ + ෍ Ԃ୨ ୲ି୨

௣ల

௝ୀ଴ +

෍ Ɋ୨ο ୲ି୨

௣ ళ

௝ୀ଴

+ ߨଵܲܫܤܣ௧ିଵ + ߨଶܲܫܤ௧ିଵ + ߨଷܲܫܤܫ௧ିଵ + ߨସܵܶ௧ିଵ + ߨହܵܲ௧ିଵ + ߨ଺ܣܩܴܫ௧ିଵ + ߨ଻ܫܯܱܲ௧ିଵ + ߝ௧



««««««««««««««««««««««««««««««(

 )







 ΩϭΪΤϟ΍ΞϬϨϣϝΎϤόΘγΎΑϙήΘθϤϟ΍ϞϣΎϜΘϟ΍ΔϗϼϋέΎΒΘΧ΍





ΪϳΪΤΗϢΘϳ

ΔϴϟΎΘϟ΍Δϴοήϔϟ΍έΎΒΘΧ΍ϝϼΧϦϣϙήΘθϣϞϣΎϜΗΔϗϼϋΩϮΟϭ



 ሼሁሺܪ̴ሺͲሻ  ׷ ߨ̴ͳ ൌ ߨ̴ʹ ൌ ߨ̴͵ ൌ ߨ̴Ͷ ൌ ߨ̴ͷ ൌ ߨ̴͸ ൌ ߨ̴͹ ൌ ͲǤ ̷ܪ̴ͳ ׷ ߨ̴ͳ ് Ͳǡ ߨ̴ʹ ് Ͳǡ ߨ̴͵ ് Ͳǡ ߨ̴Ͷ ് Ͳǡ ߨ̴ͷ ് Ͳǡ ߨ̴͸ ് Ͳǡ ߨ̴͹

് ͲǤ ሻᇺ



ϲϫϙήΘθϤϟ΍ϞϣΎϜΘϟ΍Δϴ΋ΎμΣ·ΔϤϴϗ F= 10.50472



ΩϭΪΣϭ



ϦϣΔΣήΘϘϤϟ΍ΔϳϮϨόϤϟ΍ΕΎΟέΩϒϠΘΨϣΪϨϋΔΟήΤϟ΍ϢϴϘϟ΍

ϞΒϗ Pesaran and al (2001)



ϲϟΎΘϟ΍ϝϭΪΠϟ΍ϲϓΔΤοϮϣ





ϝϭΪΠϟ΍







 ΩϭΪΤϟ΍Ε΍έΎΒΘΧ΍

 F-statistic = 10.50472

ΔΟήΤϟ΍ϢϴϘϟ΍



ΔϳϮϨόϤϟ΍ΕΎϳϮΘδϣ

 ϲϠϔδϟ΍ΪΤϟ΍

 ϱϮϠόϟ΍ΪΤϟ΍



10%

1.99 2.94

5%

2.27 3.28

2.5%

2.55 3.61

1%

2.88 3.99



ϝϭΪΠϟ΍΢οϮϳ





ϥ΃

F-stat

 ΔϳϮϨόϣΕΎΟέΩϒϠΘΨϣΪϨϋΔΟήΤϟ΍ΔϤϴϘϠϟϱϮϠόϟ΍ΪΤϟ΍ϦϣήΒϛ΃ϲϫ 1



% ˬ

 5



% ˬ

 10



%

ˬ ξϓήϧϲϟΎΘϟΎΑϭ



ϡΪόϟ΍Δϴοήϓ Δϴοήϔϟ΍ϞΒϘϧϭ



ΔϗϼϋΩϮΟϮΑΔϠϳΪΒϟ΍

Ϫϴϧί΍ϮΗ



ϳϮρ

ΔϠ

ϞΟϷ΍



ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϦϴΑϞΟϷ΍ΔϠϳϮρΔϗϼϋΩϮΟϭϦϣΪϛ΄Θϟ΍ΪόΑ ϪΗ΍ΩΪΤϣϭ

ΔϴΠϬϨϤϟΎϘϓϭΔϗϼόϟ΍ϩάϫϢϟΎόϣήϳΪϘΘΑϡϮϘϧϑϮγˬ ARDL

έΎϴόϣϰϠϋ΍ΩΎϤΘϋ΍

(Schwarz Bayesian Criterion)



ˬΆρΎΒΘϟ΍Ε΍ήΘϓΪϳΪΤΗϢΗ ϥ΃ϦϴΒΗϭ

 ΝΫϮϤϨϟ΍

4 ˬ





ˬ 0

ˬ 4

ˬ 1

ˬ 2

ˬ 4



ήϴμϘϟ΍ϦϴϳΪϤϟ΍ϲϓήϳΪϘΘϟ΍Ξ΋ΎΘϧϞΜϣϷ΍ΝΫϮϤϨϟ΍Ϯϫ ϲϫϞϳϮτϟ΍ϭ



ϲϟΎΘϟ΍ϝϭΪΠϟ΍ϲϓΔΤοϮϣ









-6 -4 -2 0 2 4 6

Trang 7

ϝϭΪΠϟ΍





 έ΍ΪΤϧϻ΍ΝΫϮϤϧήϳΪϘΗ ϲΗ΍άϟ΍

Ε΍ϮΠϔϠϟ ΔϴϨϣΰϟ΍

ΔϋίϮϤϟ΍

4

ˬ 2

ˬ 0

ˬ 4

ˬ 1

ˬ 2

ˬ 4

 Included observation: 41 after adjustments

P-v

 t-Statistic

 Std Error

 Coefficient

 Variable



Short run: Dependent Variable: DPIBA



0.0001 4.951594

0.111450 0.551857

D(PIBA(-1))

0.0129 2.775871

0.077912 0.216273

D(PIBA(-2))

0.0140 -2.740195

0.051285 -0.140532

D(PIBA(-3))

0.1523 -1.498818

0.260985 -0.391169

D(PIB)

0.0000 -6.162957

0.184906 -1.139565

D(PIB(-1))

0.0326 2.326409

0.147435 0.342993

D(PIBI)

0.0824 1.845743

2.154646 3.976921

D(ST)

0.0459 2.153998

2.786817 6.002797

D(ST(-1))

0.0419 2.200423

3.054989 6.722267

D(ST(-2))

0.0000 5.587909

2.683903 14.997407

D(ST(-3))

0.0022 -3.597815

1.903110 -6.847039

D(SP)

0.0000 14.325689

0.474937 6.803805

D(AGRI)

0.0000 -11.019686

0.457489 -5.041384

D(AGRI(-1))

0.4386 0.793272

0.169843 0.134732

D(IMPO)

0.0220 2.521208

0.196864 0.496335

D(IMPO(-1))

0.0000 5.443391

0.199473 1.085808

D(IMPO(-2))

0.0124 2.796899

0.203683 0.569681

D(IMPO(-3))

0.0000 -10.622595

0.152261 -1.617409

ECM(-1)

Long-run: Dependent Variable: PIBA

0.0064 3.107003

0.450206 1.398793

PIB

0.4025 0.858663

0.183100 0.157221

PIBI

0.0051 3.211515

0.382097 1.227110

ST

0.6868 0.410218

1.338865 0.549227

SP

0.0003 4.514471

0.805496 3.636387

AGRIPIB

0.0030 -3.463363

0.191315 -0.662594

IMPO

0.0079 -3.006387

11.673313 -35.094494

C

R2 = 0.9546; adjusted R2 = 0.8933; SE = 3.435213; SSR = 200.6117 F-Stat = 15.56756; prob(F-Stat)= 0.0000; DW=2.580117





ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϝΪόϣϦϴΑϞΟϷ΍ΓήϴμϗΔϴϜϴϣΎϨϳΩΔϗϼϋϙΎϨϫϥ΄Α΄τΨϟ΍΢ϴΤμΗήϳΪϘΗΞ΋ΎΘϧϦϣϦϴΒΘϳ Ε΍ήϴϐΘϤϟ΍ϦϴΑϭ



ΓήδϔϤϟ΍

ϊΟ΍έ΍άϫϭ



ΓέΎηϹ΍ΐϟΎγέΪϘϤϟ΍΄τΨϠϟ

·ϱϮϨόϤϟ΍ϭ

Ύϴ΋ΎμΣ



ϦϜϤϳϱάϟ΍

δϤϟ΍΄τΨϟ΍΢ϴΤμΗϞϣΎόϣΎϤϨϴΑϯήΧϷΔϴϨϣίΓήΘϓϦϣΎϬΤϴΤμΗϦϜϤϳϲΘϟ΍ϊΑΎΘϟ΍ήϴϐΘϤϟ΍ϲϓϥί΍ϮΘϟ΍ϝϼΘΧ΍ΔΒδϧβϴϘϳϪϧ΃ϰϠϋϩήϴδϔΗ ϱϭΎ





ϱ΃







ϦϜϤϳϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϝΪόϣϦϣ

ΩϮΟϭϢϋΪΗέΪϘϤϟ΍΄τΨϠϟΔΒϟΎδϟ΍ΓέΎηϹ΍ˬΎπϳ΃ϯήΧϷΓήΘϓϦϣΎϬΤϴΤμΗ



Δϗϼϋ Ϫϴϧί΍ϮΗ

 Ε΍ήϴϐΘϤϟ΍ϦϴΑϯΪϤϟ΍ΔϠϳϮρ



ΔϠϘΘδϤϟ΍Ε΍ήϴϐΘϤϟ΍ΐϠϏϷϞϳϮτϟ΍ϯΪϤϟ΍ϲϓΔϴ΋ΎμΣϹ΍ΔϳϮϨόϤϟ΍Ϛϟάϛϩϼϋ΃ϝϭΪΠϟ΍΢οϮϳ ΖΑΎΜϟ΍ϭ

ϲϋΎϨμϟ΍ϮϤϨϟ΍΍ΪϋΎϣ ϦϴΠΘϨϤϟ΍ϢϋΩϭ

ΔϳϮϨόϤϟ΍ΕΎΟέΩϒϠΘΨϣΪϨϋ



















ϥ΃ΎϤϛ

Ϩϟ΍ϲϓΔϣΪΨΘδϤϟ΍ΔϠϘΘδϤϟ΍Ε΍ήϴϐΘϤϟ΍

ΔϳήϴδϔΗΓέΪϗΎϬϟΝΫϮϤ

΍έΪϗΡήθΗϭ

 ϊΑΎΘϟ΍ήϴϐΘϤϟ΍Ϧϣ΍ήϴΒϛ R2 = 0.89













΍ ΝΫϮϤϨϟ΍έ΍ήϘΘγ΍έΎΒΘΧ





ϞϜθϟ΍Ϧϣ΢πΘϳ 2

 ϥ΃

ΎϴϠϜϴϫ΍έ΍ήϘΘγ΍ϙΎϨϫ ϲϓΎϣΎΠδϧ΍ϭ



ϞϳϮτϟ΍ϯΪϤϟ΍ϲϓΞ΋ΎΘϨϟ΍ϦϴΑΝΫϮϤϨϟ΍

ήϴμϘϟ΍ϯΪϤϟ΍ϭ έΎΒΘΧϻϲϧΎϴΒϟ΍Ϣγήϟ΍ωϮϗϮϟ΍ήψϧˬ

ωϮϤΠϤϟ΍

ϲϤϛ΍ήΘϟ΍

ΓΩϭΎόϤϟ΍ϲϗ΍ϮΒϠϟ

CUSUM



ωϮϤΠϤϟ΍έΎΒΘΧ΍ϭ ϲϤϛ΍ήΘϟ΍

ΕΎόΑήϤϟ ϲϗ΍ϮΒϟ΍

ϟ΍

ΎόϤ ΓΩϭ CUSUM of Squares ΔϳϮϨόϣϯϮΘδϣΪϨϋΔΟήΤϟ΍ΩϭΪΤϟ΍ϞΧ΍Ω

5



%

























Trang 8

0.0

0.4

0.8

1.2

1.6





ϞϜθϟ΍

2



 ωϮϤΠϤϟ΍ϦϣϞϛέΎΒΘΧϻϲϧΎϴΒϟ΍ϞϜθϟ΍

ϲϤϛ΍ήΘϟ΍

ϭΓΩϭΎόϤϟ΍ϲϗ΍ϮΒϠϟ ωϮϤΠϤϟ΍έΎΒΘΧ΍

ϲϤϛ΍ήΘϟ΍

ΕΎόΑήϤϟ ϲϗ΍ϮΒϟ΍

ΓΩϭΎόϤϟ΍



 Ξ΋ΎΘϧ

 Δγ΍έΪϟ΍

ϝϭϷ΍ϦϴΟΫϮϤϨϟ΍ήϳΪϘΗϝϼΧϦϣϦϴΒΘϳ ϥ΃ϲϧΎΜϟ΍ϭ



ϢϋΪϟ΍

ϦϴΠΘϨϤϠϟϭϲΣϼϔϟ΍ΝΎΘϧϺϟϪΟϮϤϟ΍

ήΛΆϳ



ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϰϠϋΎΑΎΠϳ·

ϰϠϋΎΒϠγϭ

 ϱΩΎμΘϗϻ΍ϮϤϨϟ΍

 ΪϤϟ΍ϲϓ΍άϫϭ

ϭϞϳϮτϟ΍ϯ

ϲϫ

ΕΎγ΍έΪϟ΍ϦϣΪϳΪόϟ΍ϊϣϖϓ΍ϮΘΗΔΠϴΘϧ ˬΔϘΑΎδϟ΍



΍ϥ΃ΚϴΣ

ήϴΛ΄Θϟ ϲΑΎΠϳϹ΍

 Θγϻ΍ΓΩΎϳΰΑήδϔϳϲΣϼϔϟ΍ΝΎΘϧϹ΍ϰϠϋϦϴΠΘϨϤϟ΍ϢϋΪϟ

ˬϲΣϼϔϟ΍ϢϋΪϟ΍ϦϋΞΗΎϨϟ΍έΎϤΜ ΓΩΎϳίϲϟΎΘϟΎΑϭ

 Ϥϟ΍

ϭΕϼΧΪ

ήϣϷ΍΍άϫ

ΎΑΎΠϳ·ήΛΆϳ

ΝΎΘϧϹ΍ϰϠϋ

ϲΣϼϔϟ΍

ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋϦϴΠΘϨϤϟ΍ϭΝΎΘϧϹ΍ϢϋΪϟϲΒϠδϟ΍ήϴΛ΄Θϟ΍Ύϣ΃

ϓ ϳΪϘ ϧΈΑςΒΗή

ΝΎΘϧϹ΍Ϟϣ΍ϮϋΔϴΟΎΘ

ΔϣΪΨΘδϤϟ΍

ϲϓϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϲϓΔΣϼϔϟ΍ΔϤϫΎδϤϓˬΔΣϼϔϟ΍ϲϓ

΍

ΎγΎγ΃ήϤΗΔϴϣΎϨϟ΍ϥ΍ΪϠΒϟ

΍Ϟϣ΍ϮϋΔϴΟΎΘϧ·ϦδΤΗϥ΃ήΒΘόϳϦϣϙΎϨϫϞΑˬΝΎΘϧϹ΍Ϟϣ΍ϮϋΔϴΟΎΘϧ·ϲϓϦδΤΘϟΎΑ ΪΒϟϱέϭήοήϣ΃ΔΣϼϔϟ΍ϲϓΝΎΘϧϹ

˯

 ΔϴϠϤϋέ΍ήϤΘγ΍ϭ



ϲϓϱΩΎμΘϗϻ΍ϮϤϨϟ΍

ϩάϫ ϥ΍ΪϠΒϟ΍

ϥ΃Ύπϳ΃φΣϼϳΎϤϛ

΍

ΔϴΟΎΘϧϹ

ϟ΍ΪΟΔγΎδΣΔϴΣϼϔϟ΍ Ϡ

ϟ΍ϢϋΪ ϲϣϮϜΤ

ϲϟΎΘϟΎΑϭ

ϦϜϤϳ

ςΑέ ήΛϷ΍



ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋϲΣϼϔϟ΍ωΎτϘϠϟΔϟϭΪϟ΍ϢϋΪϟϲΒϠδϟ΍

Α ϟϲΒϠδϟ΍ήϴΛ΄ΘϟΎ

ήϴΧϷ΍΍άϬ

ΔϴΟΎΘϧϹ΍ϰϠϋ ΚϴΤΑ

 ϤδΗΪϗ

ϲΣϼϔϟ΍ϢϋΪϟ΍ΔγΎϴγ

ϟ΍΍άϫϲϓ˯ΎϘΒϟΎΑΝΎΘϧϹ΍Ϟϣ΍ϮϋϦϣϰϠϋ΃ϢΠΤϟ

ϢϋΪϟ΍ΏΎϴϏΔϟΎΣϊϣΔϧέΎϘϣωΎτϘ



ϮϫϲΣϼϔϟ΍ωΎτϘϟ΍ϥ΃ήΒΘόϳϦϣϙΎϨϫϚϟάϛ

 ϧϲΣϼϔϟ΍ϢϋΪϟ΍ΔϐϴλϲϓΔϴϣϮϤόϟ΍Ε΍έΎϤΜΘγϻ΍ϪϴΟϮΗϲϟΎΘϟΎΑˬΔπϔΨϨϤϟ΍ΔϴΟΎΘϧϹ΍ωΎτϗ

ϮΤ

΢ϟΎλήϴϏϲϓϮϫΔϴΟΎΘϧϹ΍ξϔΨϨϣωΎτϗ



ϮϤϨϟ΍

ϱΩΎμΘϗϻ΍

 ΓήηΎΒϤϟ΍ΎϬΘϗϼϋϦϋήψϨϟ΍ξϐΑΔϣΎόϟ΍΢ϟΎμϤϟ΍Ε΍ΫΕΎϘϔϨϟ΍ϞϜηϲϓϲΣϼϔϟ΍ωΎτϘϠϟϲϠϜϟ΍ϕΎϔϧϹ΍ϭ΃ϢϋΪϟ΍ϥΎϓϞΑΎϘϤϟ΍ϲϓ



ΝΎΘϧϹΎΑ ϦϴΠΘϨϤϟ΍ϭ

ˬΔϴΘΤΘϟ΍ΔϴϨΒϟ΍ΕΎϘϔϧ ϭ

ΚΤΒϟ΍

ϦϳϮϜΘϟ΍ϭ

 Φϟ΍

΍ϰϠϋ΍ήϴΛ΄ΗήΜϛ΃ϥϮϜΗΪϗ

ϱΩΎμΘϗϻ΍ϮϤϨϟ ϰΘΣϞπϓ΃ϭ



ϦϴΠΘϨϤϠϟΔϳΩήϔϟ΍΢ϟΎμϤϟ΍ϰϠϋήμΘϘϤϟ΍ϢϋΪϟ΍ϦϣϲΣϼϔϟ΍ωΎτϘϟ΍ϮϤϨϟ



Ύπϳ΃ϦϜϤϳϭ



ήϴδϔΗ

ϮϤϨϟϲΒϠδϟ΍ήϴΛ΄Θϟ΍

ΝΎΘϧϹ΍



ϲΣϼϔϟ΍

ϲΑΎΠϳϹ΍ϭ ϮϤϨϠϟ

 ϞϳϮτϟ΍ϯΪϤϟ΍ϲϓϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋϲϋΎϨμϟ΍



Ϧϣ ϠϛϲϓΔϴΟΎΘϧϹ΍ϑϼΘΧ΍ϝϼΧ ϲ

 ϴϋΎτϘϟ΍

ˬϦ



Ύϓ

ϲΣϼϔϟ΍ωΎτϘϟ

ΔπϔΨϨϤϟ΍ΔϴΟΎΘϧϹ΍ωΎτϗϮϫ ϊγϮΘϟ΍ϲϟΎΘϟΎΑϭ



ˬϱΩΎμΘϗϻ΍ϮϤϨϟ΍΢ϟΎλϲϓϥϮϜϳϻΪϗΔϴΟΎΘϧϹ΍ξϔΨϨϣωΎτϗϲϓ

΍Ύϣ΃

ϲϋΎϨμϟ΍ωΎτϘϟ



ΔόϔΗήϤϟ΍ΔϴΟΎΘϧϹ΍ωΎτϗϮϫ ϙήΤϤϟ΍ϭ



ϲϠόϔϟ΍

ϟ

ϮϤϨϠ



ϱΩΎμΘϗϻ΍

Ϊϗϭ

ϱΩΆΗ



Ωέ΍ϮϤϟ΍Γήϓϭ

Δϋ΍έΰϟ΍ϭ ϟ΍

Δόγ΍Ϯ



ϕΎτϨϟ΍

ϞόϔΑϱΩΎμΘϗϻ΍ϮϤϨϟ΍ΕϻΪόϣνΎϔΨϧ΍ϰϟ·

ϊϳήϟ΍ϦϋήϤΘδϤϟ΍ΚΤΒϟ΍

 Gylfason, T (2000)





ˬή΋΍ΰΠϟ΍ΔϟΎΤϟΔΒδϨϟΎΑ ϓ

ϲΣϼϔϟ΍ωΎτϘϟ΍ϩΪϬηϱάϟ΍ϮϤϨϟΎ





%

 ΎϳϮϨγ



ΎγΎγ΃ΞΗΎϧ ϋ

΍Ϧ

ϲϓΓΩΎϳίϪϠΑΎϘϳϲΣϼϔϟ΍ΝΎΘϧϹ΍ϯϮΘδϣϰϠϋϞλΎΤϟ΍ϮϤϨϟΎϓˬΓήϴΧϷ΍Ε΍ϮϨδϟ΍ϲϓΔλΎΧΓήϴΒϜϟ΍ΔϴϣϮϜΤϟ΍ΕΎϘϔϨϟ

Ϟϣ΍Ϯόϟ΍ΔϴΟΎΘϧ·ϰϠϋΎΒϠγβϜόϨϳΪϗϱάϟ΍ήϣϷ΍ˬΝΎΘϧϹ΍ΔϔϠϜΗ ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϭ

 Ύόϣ



Ύπϳ΃ϦϜϤϳϭ



ϥ΃ΔψΣϼϣ Ε΍Ωέ΍Ϯϟ΍



Ω΍ϮϤϟ΍Ϧϣ ήΛΆΗΔϴ΋΍άϐϟ΍



ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϰϠϋΎΒϠγ ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϭ

ˬ

 ΎϣϮϫϭ



ϖϓ΍ϮΘϳ

ΔϳήψϨϟ΍ΕΎγ΍έΪϟ΍ΪϳΪϋϊϣ ήΒΘόΗϲΘϟ΍ϭΔϴΒϳήΠΘϟ΍ϭ

ϰϠϋ΃ϢΠΣϥ

ˬϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋΎΒϠγβϜόϨϳΕ΍Ωέ΍Ϯϟ΍Ϧϣ

ϥ΃έΎΒΘϋϻ΍ϦϴόΑάΧϷ΍ϊϣ

ΝΎΘϧϹ΍Ϟϣ΍ϮϋΕ΍Ωέ΍ϭ

ΎϬϟ Λ΄Η ϴ ΑΎΠϳ·ή ϋϲ ΑϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠ

Ϟόϔ Ϲ΍ϲϓΎϬΘϤϫΎδϣ Ε΍Ωέ΍ϭΎϣ΃ˬϞϳϮτϟ΍ϯΪϤϟ΍ϲϓΝΎΘϧ



ϊϠδϟ΍

Δϴ΋΍άϐϟ΍ϊϠδϟ΍Ε΍Ωέ΍ϭέ΍ήϏϰϠϋϙϼϬΘγϼϟΔϬΟϮϤϟ΍

ΎϬϟϥϮϜϳΎϣΎΒϟΎϐϓ

ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋϲΒϠγήΛ΃







 ΔλϼΨϟ΍



ϑΪϫϥΎϛ Δγ΍έΪϟ΍

 ϲϣϮϜΤϟ΍ϢϋΪϟ΍ήΛ΃ΪϳΪΤΗ



ϦϴΑΎϣΓήΘϔϟ΍ϲϓή΋΍ΰΠϟ΍ϲϓϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋ



 ϭ



Ϟ΋ΎϬϟ΍ϲϣϮϜΤϟ΍ϕΎϔϧϹ΍ϢΠΤϟ΍ήψϧ ώϟΎΒϤϟ΍ϢΠΣϭ



ωΎτϘϟ΍ϢϋΪϟΔμμΨϤϟ΍

ϲΣϼϔϟ΍ ΕίϭΎΠΗΪϗϭ

 ΔϴϟΎϤϟ΍ΕΎμμΨϤϟ΍

 ϟΔϬΟϮϤϟ΍

ϲΣϼϔϟ΍ωΎτϘϠ







έϻϭΩέΎϴϠϣ ϞϤθΗϲΘϟ΍ϭ

 ΓήηΎΒϤϟ΍ΕΎϧΎϋϹ΍

 ΓήηΎΒϤϟ΍ήϴϐϟ΍ϭ



ϦϴΣϼϔϠϟ Δγ΍έΪϟ΍ΓήΘϓϝϼΧ



ΖϨϴΑΪϗϭ



ΩϮΟϭΔγ΍έΪϟ΍Ξ΋ΎΘϧ

ϲΣϼϔϟ΍ΝΎΘϧϺϟήηΎΒϤϟ΍ϢϋΪϟ΍ΔγΎϴδϟϲΒϠγήϴΛ΄Η ϭ

ϟ ϰϠϋϦϴΠΘϨϤϠ

 ϦϴΣϲϓˬϱΩΎμΘϗϻ΍ϮϤϨϟ΍



ϥ΃

ϼϋϦϋήψϨϟ΍ξϐΑϲΣϼϔϟ΍ωΎτϘϠϟϲϠϜϟ΍ϢϋΪϟ΍

ΝΎΘϧϹΎΑϪΘϗ

ήΛΆϳϦϴΠΘϨϤϟ΍ϭ



ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋΎΑΎΠϳ·

ϞΑΎϘϤϟ΍ϲϓϭ ˬ



ήΛϮϳ

ϦϴΠΘϨϤϟ΍ϢϋΩ ϲϠϜϟ΍ϢϋΪϟ΍ϭ

 ΑΎΠϳ·

ϴ ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϰϠϋΎ



ΔΠϴΘϨϟ΍ϩάϫϭ



ϥ΃ήΒΘόϳϱάϟ΍ϱήψϨϟ΍ϞϴϠΤΘϟΎΑςΒΗήΗ

΍

΢ϟΎμϤϟ΍Ε΍ΫΕΎϘϔϨϟ

΃ΔϣΎόϟ΍

ϰϠϋ΍ήϴΛ΄ΗήΜϛ

ϱΩΎμΘϗϻ΍ϮϤϨϟ΍

ϭ

ϮϤϧϲϓϢϫΎδΗ ϲΣϼϔϟ΍ΝΎΘϧϹ΍



Ξ΋ΎΘϧΕέΎη΃ϭ



ϰϟ·ϚϟάϛήϳΪϘΘϟ΍

ΩϮΟϭ

ˬϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϨϟϲΒϠγήϴΛ΄Η ΎϣϮϫϭ



ήδϔϳΪϗ Α

ϊγ΍ϭϯΪϣϰϠϋϲΣϼϔϟ΍ρΎθϨϟ΍ϲϓϊγϮΘϟΎ Ϩϟ΍ϞϗήόϳΪϗ

ϮϤ

ϱΩΎμΘϗϻ΍

ϲϓϭ

ΔϟΎΣ

 ή΋΍ΰΠϟ΍

ϲΣϼϔϟ΍ωΎτϘϟ΍ϩΪϬηϱάϟ΍ϮϤϨϟ΍ϥ΃ϰϟ·ΔΠϴΘϨϟ΍ϩάϫήϴθΗΪϗ

ϥΎϛ ϪϟΖϬΟϭϲΘϟ΍ΓήϴΒϜϟ΍ΔϴϣϮϜΤϟ΍ΕΎϘϔϨϠϟΔΠϴΘϧ



Ε΍ϮϨδϟ΍ϲϓΔλΎΧ ήθόϟ΍

Γ ϯϮΘδϣϰϠϋϞλΎΤϟ΍ϮϤϨϟΎϓˬΓήϴΧϷ΍



ΝΎΘϧϹ΍

-12 -8 -4 0 4 8 12

Trang 9

΍ Ϟϣ΍Ϯόϟ΍ΔϴΟΎΘϧ·ϰϠϋΎΒϠγβϜόϧ

 ϮϤϨϟ΍ϰϠϋϭ

 ϱΩΎμΘϗϻ΍



Δγ΍έΪϟ΍ήϴθΗϭ



Ύπϳ΃

ϰϟ·

ΩϮΟϭ

ήϴΛ΄Η ϟϲΒϠγ Ϡ ϼϔϟ΍ϮϤϨϟ΍ϰϠϋΔϴ΋΍άϐϟ΍Ε΍Ωέ΍Ϯ

ϲΣ

ΎμΘϗϻ΍ϮϤϨϟ΍ϭ

ϱΩ



Ύόϣ



ϲϟ΍ϮΣ





ϞΒϗΎϳϮϨγέϻϭΩέΎϴϠϣ Ξϣ΍ήΑΪόΑϭ

 ϢϋΪϟ΍

ˬ ΎϣϮϫϭ

 ϟ΍ίήΒϳ

ήϴΛ΄Θ

Δϴ΋΍άϐϟ΍Ε΍Ωέ΍Ϯϟ΍ϪΒόϠΗϱάϟ΍ϲΒϠδϟ΍

ΔϣΎϋΕ΍Ωέ΍Ϯϟ΍ϭ



ϮϤϧϰϠϋ

ϱή΋΍ΰΠϟ΍ΩΎμΘϗϻ΍

 ϞΑΎϘϤϟ΍ϲϓϭ ˬ

 ϠλϮΗ

Ϊϟ΍Ζ

ΩϮΟϭϰϟ·Δγ΍έ

ήϴΛ΄Η

· ϲΑΎΠϳ



ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϰϠϋϲΣϼϔϟ΍ήϴϏΩΎμΘϗϼϟ ΎϣϮϫϭ



ΔλΎΧϲϋΎϨμϟ΍ϮϤϨϠϟϢϬϤϟ΍έϭΪϟ΍ϦϴΒϳ

Ϧϋ

ΝΎΘϧϹ΍ςΑ΍ϭέϖϳήρ ϙϼϬΘγϻ΍ϭ



ΓέΎηϹ΍ΐΠϳϭ

 ϰϟ·



ϥ΃

ϴϘϟ΍Δγ΍έΪϟ΍Ξ΋ΎΘϧ

νέΎόΘΗϻΔϴγΎ

ϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϦϴΑΔϗϼόϟ΍ΔόϴΒρΪϳΪΤΗΖϟϭΎΣϲΘϟ΍ΔϘΑΎδϟ΍ΕΎγ΍έΪϟ΍ΔϴΒϟΎϏϊϣ ΔϬΟϮϤϟ΍ΕΎϧΎϋϹ΍ϭ



ϲΣϼϔϟ΍ωΎτϘϠϟ



 ϦϤϜϳΎϣϭ



ϥ΃ϮϫϪϴϠϋΪϴϛ΄Θϟ΍

ΩΎμΘϗϻ΍

 όϳήϟ΍

ϲ



ή΋΍ΰΠϟ΍ΔϟΎΣϲϓΎϤϛ ΰϛήϳϱάϟ΍ϭ



ϰϠϋ

ϞϳϮϤΗ

ΕΎϧΎϋϹ΍

ϦϣϢϋΪϟ΍ϭ

 ΪΣ΍ϭωΎτϗΕ΍Ϊ΋Ύϋ



ϢϋΪϟΔϴϘϠΘϤϟ΍ΕΎϋΎτϘϟ΍ΔϴϤϨΗϦϣϦϜϤϳϻ

ϳϻϭ

ϦϤπ



ΔόϔΗήϣϮϤϧΕϻΪόϣϥΎϴΣϷ΍ΐϟΎϏϲϓ ΔϤ΋΍Ωϭ

 ϞϛϢϏέϭ

 ϲΣϼϔϟ΍ωΎτϘϟ΍ϢϋΪϟΓήϴΒϜϟ΍ΔϴϟΎϤϟ΍ΕΎμμΨϤϟ΍

ˬ

 ϭξϴϔΨΗϦϣϦϜϤΗϢϟΞ΋ΎΘϨϟ΍ϥΈϓ

΍ έ

ΓήΘϓϝ΍ϮρΔϴ΋΍άϐϟ΍Ω΍ϮϤϟ΍Ε΍Ω

ˬϢϋΪϟ΍



ΕΩ΍ίϞΑ



ΕϻΪόϣ

ήϴϏΓέϮμΑΔϴ΋΍άϐϟ΍Ω΍ϮϤϟ΍Ω΍ήϴΘγ΍ ˬΔόϗϮΘϣ



ϲϠϜϟ΍ϢϋΪϟ΍ΔγΎϴγϲϓΎϳήϫϮΟϼϳΪόΗΐϠτΘϳΎϤϣ άϛϭ

Ϛϟ

 ήϳϮτΗ



ΕΎϋΎτϘϟ΍ϞϜϟΔϳέΎϤΜΘγϹ΍ΕΎμμΨϤϟ΍ΓΩΎϳίϰϠϋΪϤΘόΗΔϴϣϮϤϋΕΎγΎϴγ



 ϰϠϋ΍ΩΎϤΘϋ΍ϭ

 ΔϘΑΎδϟ΍ΕΎγ΍έΪϟ΍

ˬ



ϞλϮΘϤϟ΍ΔΠϴΘϨϟ΍ϥΈϓ ΎϬϴϟ·

 ϦϜϤΗ



Ϧϣ

΍ΪϳΪΤΗ

ήϴΛ΄Θϟ ϲΑΎΠϳϹ΍



ϲΣϼϔϟ΍ΝΎΘϧϹ΍ϮϤϧϰϠϋϲΣϼϔϟ΍ϢϋΪϠϟ ϰϠϋϲΒϠδϟ΍ϭ



ϮϤϨϟ΍

ˬϱΩΎμΘϗϻ΍



Ϗ

ϥ΃ήϴ

Δϴδϴ΋ήϟ΍ΔϠϜθϤϟ΍

Θϟ΍ΪϳΪΤΗϲϓϦϤϜΗ

΄

ˬϞϳϮτϟ΍ϯΪϤϟ΍ϲϓϱΩΎμΘϗϻ΍ϮϤϨϟ΍ϰϠϋΕ΍ήϴΛ ΐΠϳϚϟάϟϭ



Δγ΍έΩ

ω΍Ϯϧ΃ϦϣωϮϧϞϛ ϢϋΪϟ΍

 ΔϬΟϮϤϟ΍ΕΎϧΎϋϹ΍ϭ



ωΎτϘϠϟ

ϲΣϼϔϟ΍

ήΛ΃ΪϳΪΤΗϭ

 Ϟϛ



ϮϤϨϟ΍ϰϠϋωϮϧ

ϭϱΩΎμΘϗϻ΍

ΎϣϮϫ



ϻΪϗ

ΔϤ΋ϼϣΔϴγΎϴϗΝΫΎϤϧήϳϮτΗΎϬόϣέάόΘϳϞϳϮτϟ΍ϯΪϤϟ΍ϰϠϋΔϘϴϗΩΔϴ΋ΎμΣ·ϞγϼγΏΎϴϏϞόϔΑΔϴϣΎϨϟ΍ϥ΍ΪϠΒϟ΍ϲϓΓΩΎϋήϓϮΘϳ







REFERENCES

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Awokuse, T O Ruizhi, X (2015) Does Agriculture Really Matter for Economic Growth in Developing Countries? Canadian journal of agricultural economics, 63,

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No 114464, Universidade Federal de Vicosa, Departamento de Economia Rural

Ciaian, P., Swinnen, J FM (2009) Credit market imperfections and the distribution of policy rents American Journal of Agricultural Economics, 91, 4,1124-1139

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Gardner, B.L (1986) Les conséquences économ

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Guan, Z., Lansink, A O (2006) The source of productivity growth in Dutch agriculture: a perspective from finance American Journal of Agricultural Economics,

88, 3, 644-656

Hadley, D (2006) Patterns in technical efficiency and technical change at the farm-level in England and Wales, 1982±2002 Journal of Agricultural Economics, 57, 81±100

Hedley, D Tabor, S R (1989) Fertilizer in Indonesian agriculture: the subsidy issue Agricultural Economics, 3, 1, 49-68

Kadir, S Umar, S Tunggal, N (2015) The impact of macroeconomic variables toward agricultural productivity in Malaysia South East Asia, Journal of business, Economics and Law, 8, 3

Kravcakova, V Rastislav, K (2016) Quantification of the Effect of Subsidies on the Production Performance of the Slovak Agriculture Procedia Economics and Finance, 39, 298-304

.ĜtVtková, Z Habrychova, A (2011) Modelling direct payments to agriculture in a CGE Framework±analysis of the Czech Republic, Agric Econ–Czech 57, 11,

517-528

Kumbhakar, S C., Gudbrand, L (2010) Impact of subsidies on farm productivity and efficiency The Economic Impact of Public Support to Agriculture

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Latruffe, L Desjeux, Y (2016) Common Agricultural Policy support, technical efficiency and productivity change in French agriculture Review of Agricultural, Food and Environmental Studies, 97, 1, 15±28

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0DUWÕQ-Retortillo, M Pinilla, V (2014) On the causes of economic growth in Europe: why did agricultural labour productivity not converge between 1950

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Trang 10

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ϖϴΒτΗΪόΑξϔΨϨΗΔΣϼϔϟ΍ϲϓΝΎΘϧϹ΍Ϟϣ΍ϮόϟΔϴϠϜϟ΍ΔϴΟΎΘϧϹ΍ϥ΃

Trang 3



ήϴθΗΎϤϛ Δγ΍έΩ 0DUWÕQ-Retortillo and Pinilla (2014)

ϝϮΣ

κϠΨΘδΗˬΎΑϭέϭ΃ϲϓϱΩΎμΘϗϻ΍ϮϤϨϟ΍ΏΎΒγ΃...

ϱήϟ΍



ϢΗϭ

Trang 4



ΝΫϮϤϧ ARDL



ΔϟΩΎόϤϠϟ (1)

...



ΔϴΠϬϨϤϟ ARDL



ΚϴΤΑˬϙήΘθϣϞϣΎϜΗΔϗϼϋΩϮΟϭέΎΒΘΧ΍ϲϫ

ϝΎϘϓϭϙήΘθϤϟ΍ϞϣΎϜΘϟ΍ΰϜΗήϳ Pesaran and al (2001)

 ϲϓ



ΝΫΎϤϧ ARDL



ΔϴϟΎΘϟ΍Δϴοήϔϟ΍έΎΒΘΧ΍ϰϠϋ

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