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Munich Personal RePEc Archive

Trade costs, import penetration, and markups

Li, Yifan and Miao, Zhuang

McGill University

1 April 2018

Online at https://mpra.ub.uni-muenchen.de/85690/

MPRA Paper No. 85690, posted 04 Apr 2018 12:45 UTC

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❚r❛❞❡ ❝♦sts✱ ✐♠♣♦rt ♣❡♥❡tr❛t✐♦♥ ❛♥❞ ♠❛r❦✉♣s

❆♣r✐❧ ✸✱ ✷✵✶✽

❆❜str❛❝t

❚❤❡ r✐s❡ ♦❢ ♠❛r❦❡t ♣♦✇❡r ❛♥❞ t❤❡ ❞❡❝❧✐♥❡ ♦❢ ❧❛❜♦r✬s s❤❛r❡ ♦❢ ●❉P ✐♥ t❤❡ ❯♥✐t❡❞ ❙t❛t❡s ✐♥ r❡❝❡♥t

❞❡❝❛❞❡s ✐s ✇❡❧❧ ❞♦❝✉♠❡♥t❡❞ ❛♥❞ ❤❛✈❡ ❝r✐t✐❝❛❧ ♠❛❝r♦❡❝♦♥♦♠✐❝ ✐♠♣❧✐❝❛t✐♦♥s✱ ❜✉t t❤❡ ❞❡t❡r♠✐♥❛♥ts ♦❢

s✉❝❤ tr❡♥❞s r❡♠❛✐♥ ✉♥❝❧❡❛r✳ ❚❤✐s ♣❛♣❡r ❛s❦s ❤♦✇ ❛♥❞ t♦ ✇❤❛t ❞❡❣r❡❡ ✐♥❝r❡❛s✐♥❣ ✐♠♣♦rt ♣❡♥❡tr❛t✐♦♥

❝♦♥tr✐❜✉t❡s t♦ t❤❡ ♠♦r❡ ❝♦♥❝❡♥tr❛t❡❞ ♠❛r❦❡t str✉❝t✉r❡ ❛♥❞ t❤❡ ❛ss♦❝✐❛t❡❞ r✐s❡ ♦❢ ♠❛r❦✲✉♣s✳ ❲❡

♣r♦✈✐❞❡ ❛ ❣❡♥❡r❛❧ ❡q✉✐❧✐❜r✐✉♠ ❢r❛♠❡✇♦r❦ ❧✐♥❦✐♥❣ t❤❡ ❝❤❛♥❣❡ ♦❢ ♠❛r❦✉♣ ✇✐t❤ t❤❡ ❡①t❡♥s✐✈❡ ♠❛r❣✐♥ ♦❢

❢♦r❡✐❣♥✲✐♥♣✉t ✐♠♣♦rts✳ ■♥ t❤❡ ♠♦❞❡❧✱ ❛ r❡❞✉❝t✐♦♥ ♦❢ ✐♠♣♦rt✐♥❣ ❝♦sts ✐♥❞✉❝❡s ♥♦♥✲✐♠♣♦rt❡rs t♦ st❛rt

✐♠♣♦rt✐♥❣ ✐♥t❡r♠❡❞✐❛t❡s ❛♥❞ ❡①✐st✐♥❣ ✐♠♣♦rt✐♥❣ ✜r♠s t♦ ✐♥❝r❡❛s❡ t❤❡ s❤❛r❡ ♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉ts✳

❇✉t t❤❡ ❝❛♣❛❜✐❧✐t② ♦❢ ✐♠♣♦rt✐♥❣ ♠♦r❡ ✈❛r✐❡t✐❡s ♦❢ ✐♥♣✉ts ❞❡♣❡♥❞s ♦♥ ♣r♦❞✉❝t✐✈✐t② ❛s ✐t r❡q✉✐r❡s

✜①❡❞ ❝♦sts t♦ s❡❧❡❝t ❝♦st✲❡✣❝✐❡♥t ✐♥t❡r♠❡❞✐❛t❡ ✐♥♣✉ts t♦ ✐♠♣♦rt✳ ❲❡ t❤❡♥ ❝♦♠❜✐♥❡ ✜r♠✲❧❡✈❡❧ ♠✐❝r♦

♣❛♥❡❧ ❞❛t❛✱ s❡❝t♦r✲❧❡✈❡❧ tr❛❞❡ ❞❛t❛ ❛♥❞ ✐♥♣✉t✲♦✉t♣✉t t❛❜❧❡ t♦ ♣r❡s❡♥t ❡♠♣✐r✐❝❛❧ ❡✈✐❞❡♥❝❡ ♦♥ t❤❡

r❡❧❛t✐♦♥s❤✐♣ ❜❡t✇❡❡♥ t❤❡ r✐s❡ ♦❢ ♠❛r❦❡t ♣♦✇❡r ❛♥❞ t❤❡ ✐♥❝r❡❛s❡ ♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉ts ♣❡♥❡tr❛t✐♦♥✳

❆t t❤❡ ✻✲❞✐❣✐t s❡❝t♦r ❧❡✈❡❧✱ t❤❡ r✐s❡ ♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉t ♣❡♥❡tr❛t✐♦♥ ✐♥❞✉❝❡❞ ♠❛r❦❡t ❝♦♥❝❡♥tr❛t✐♦♥✱

✐♠♣❧②✐♥❣ t❤❛t ♦♥❧② t❤❡ ♠♦st ♣r♦❞✉❝t✐✈❡ ✜r♠s ❜❡♥❡✜t ❢r♦♠ tr❛❞❡ ❧✐❜❡r❛❧✐③❛t✐♦♥✳ ❲❡ ❢✉rt❤❡r t❡st

♦✉r ♣r❡❞✐❝t✐♦♥s ♦❢ ❤❡t❡r♦❣❡♥❡♦✉s ✜r♠s✬ ❞❡❝✐s✐♦♥s ♦♥ ✐♥t❡r♠❡❞✐❛t❡s ✐♠♣♦rt✐♥❣ ❛♥❞ t❤❡ ✐♠♣❧✐❝❛t✐♦♥s

♦♥ t❤❡ ♠❛r❦❡t str✉❝t✉r❡ ✉s✐♥❣ tr❛♥s❛❝t✐♦♥✲❧❡✈❡❧ ❝✉st♦♠ ❞❛t❛✿ ❞❡❝r❡❛s✐♥❣ tr❛❞❡ ❝♦sts ✐♥❞✉❝❡ ♥♦♥✲

✐♠♣♦rt✐♥❣ ✜r♠s t♦ st❛rt t♦ ✐♠♣♦rt ✐♥t❡r♠❡❞✐❛t❡s ❛♥❞ ❛❧❧♦✇ t❤❡ ❡①✐st✐♥❣ ✐♠♣♦rt✐♥❣ ✜r♠s t♦ ❝❤❛r❣❡

❤✐❣❤❡r ♠❛r❦✉♣s t❤❛♥ ❜❡❢♦r❡✳

❑❡② ✇♦r❞s✿ tr❛❞❡ ❝♦st✱ ✐♠♣♦rt ♣❡♥❡tr❛t✐♦♥✱ ✐♠♣❡r❢❡❝t ♠❛r❦❡t ❝♦♠♣❡t✐t✐♦♥✱ ♠❛r❦❡t ♣♦✇❡r✱ ♠❛r❦✉♣s

❏❊▲ ❝❧❛ss✐✜❝❛t✐♦♥✿ ❋✶✹ ❋✶✺ ▲✶✸

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✶ ■♥tr♦❞✉❝t✐♦♥

❖♥❡ ❦❡② tr❡♥❞ ✐♥ t❤❡ ♣❛st s❡✈❡r❛❧ ❞❡❝❛❞❡s ✐s tr❛❞❡ ❧✐❜❡r❛❧✐③❛t✐♦♥ ❛♥❞ ❛❝❝♦♠♣❛♥✐❡❞ ❣❧♦❜❛❧ s♦✉r❝✐♥❣✳

❉r❛♠❛t✐❝ r❡♠♦✈❛❧ ♦❢ tr❛❞❡ ❜❛rr✐❡rs✱ s✉❜st❛♥t✐❛❧ ❞❡❝r❡❛s❡ ♦❢ t❛r✐✛s ❛s ✇❡❧❧ ❛s ❛❞✈❛♥❝❡s ✐♥ ❝♦♠♠✉♥✐❝❛t✐♦♥✱

✐♥❢♦r♠❛t✐♦♥✱ ❛♥❞ tr❛♥s♣♦rt❛t✐♦♥ t❡❝❤♥♦❧♦❣✐❡s ❤❛✈❡ r❡✈♦❧✉t✐♦♥✐③❡❞ ❤♦✇ ❛♥❞ ✇❤❡r❡ ✜r♠s ♣r♦❞✉❝❡ t❤❡✐r

❣♦♦❞s✳ ■♥❞❡❡❞✱ t❤❡r❡ ❤❛s ❜❡❡♥ ❛ s✉❜st❛♥t✐❛❧ ✐♥❝r❡❛s❡ ✐♥ ✐♥❞✉str② ♦♣❡♥♥❡ss ❛♥❞ ✐♠♣♦rts ✐♥ t❤❡ ❯♥✐t❡❞

❙t❛t❡s ✐♥ t❤❡ ❧❛st ❢❡✇ ❞❡❝❛❞❡s✿ t❤❡ r❛t✐♦ ♦❢ ✐♠♣♦rts t♦ ●❉P ✇❡♥t ✉♣ ❢r♦♠ ✶✵ ♣❡r❝❡♥t ✐♥ ✶✾✾✸ t♦ ❛r♦✉♥❞

✶✻ ♣❡r❝❡♥t ✐♥ ✷✵✶✵ ✭s❡❡ ❋✐❣✉r❡ ✷❛ ❛♥❞ ✷❜✮✳ ▼❡❛♥✇❤✐❧❡✱ ❞✐s❝✉ss✐♦♥ ❛❜♦✉t t❤❡ r✐s❡ ♦❢ ♠❛r❦❡t ♣♦✇❡r ❛♥❞

✐ts ♠❛❝r♦❡❝♦♥♦♠✐❝ ✐♠♣❛❝ts ❞♦♠✐♥❛t❡ ❝✉rr❡♥t ♣♦❧✐❝② ❞❡❜❛t❡✳ ■♥ t❤❡ ❧❛st ❢❡✇ ❞❡❝❛❞❡s✱ ♠✉❝❤ ❤❛s ❜❡❡♥

❧❡❛r♥❡❞ ❛❜♦✉t t❤❡ ❢❛❝t ❛♥❞ ✐♠♣❛❝ts ♦❢ t❤❡ ❞❡❝❧✐♥❡ ♦❢ ❧❛❜♦r s❤❛r❡s✳ ❆✉t♦r ❡t ❛❧✳ ✭✷✵✶✼✮ ♣♦✐♥t t♦ ❛ ❞❡❝❧✐♥❡

✐♥ t❤❡ ❧❛❜♦r s❤❛r❡ ✐♥ t❤❡ ❯♥✐t❡❞ ❙t❛t❡s ♣❛rt✐❝✉❧❛r❧② ❡✈✐❞❡♥t s✐♥❝❡ ✷✵✵✵ ✭s❡❡ ❋✐❣✉r❡ ✶❛✮✳ ❉❡ ▲♦❡❝❦❡r ❛♥❞

❊❡❝❦❤♦✉t ✭✷✵✶✼✮ ❞♦❝✉♠❡♥t ❛ st❡❛❞② r✐s❡ ♦❢ ❡st✐♠❛t❡❞ ✜r♠ ♠❛r❦✉♣ s✐♥❝❡ ✶✾✽✵✱ ❢r♦♠ ✶✽✪ ❛❜♦✈❡ ❝♦st t♦

✻✼✪ ✭s❡❡ ❋✐❣✉r❡ ✶❜✮✳ ❚❤❡s❡ ♣❛♣❡rs ♣♦✐♥t t♦ t❤❡ r✐s❡ ♦❢ ❝♦♥❝❡♥tr❛t✐♦♥ ✐♥ t❤❡ ♠❛r❦❡t ❛♥❞ t❤❡ ❛ss♦❝✐❛t❡❞

❞❡❝r❡❛s✐♥❣ ❞❡❣r❡❡ ♦❢ ❝♦♠♣❡t✐t✐✈❡♥❡ss ♦✈❡r t✐♠❡✳ ❇✉t t❤❡ ❞❡t❡r♠✐♥❛♥ts ♦❢ s✉❝❤ ❢❛❧❧ ✐♥ ❧❛❜♦r✬s s❤❛r❡ ❛♥❞

✐♥❝r❡❛s❡ ✐♥ ♠❛r❦❡t ♣♦✇❡r r❡♠❛✐♥ ✉♥❝❧❡❛r✳ ●✐✈❡♥ t❤❡ tr❛♥s❢♦r♠❛t✐✈❡ ✐♠♣❛❝t ♦❢ tr❛❞❡ ❧✐❜❡r❛❧✐③❛t✐♦♥✱ ✐t

✐s ♥❛t✉r❛❧ t♦ ❝♦♥s✐❞❡r t❤❡ ❡✛❡❝t ♦❢ ✐♠♣♦rt ♣❡♥❡tr❛t✐♦♥ ♠❛② ❤❛✈❡ ❤❛❞ ♦♥ t❤❡ ♠❛r❦❡t str✉❝t✉r❡ ❛♥❞ ♦♥

✜r♠s✬ ❞❡❝✐s✐♦♥s ♦❢ ♠❛r❦✉♣ s❡tt✐♥❣✳ ❚❤❡ ❝♦♥✈❡♥t✐♦♥❛❧ ✇✐s❞♦♠ ♣r❡s✉♠❡s ✐♥t❡♥s✐✜❡❞ ❝♦♠♣❡t✐t✐♦♥ ❛s t❤❡

♣r♦❝❡ss ♦❢ ❣❧♦❜❛❧✐③❛t✐♦♥ ❝♦♥t✐♥✉❡s✱ t❤❡r❡❜② ❛❧❧❡✈✐❛t✐♥❣ t❤❡ ❞✐st♦rt✐♦♥s ❛ss♦❝✐❛t❡❞ ✇✐t❤ ♠♦♥♦♣♦❧② ♣♦✇❡r✳

❚❤✐s ♣r❡s✉♠♣t✐♦♥ ✐s ♥♦t ❤♦✇❡✈❡r ❣r❛♥t❡❞✱ ❜❡❝❛✉s❡ t❤❡ ❝❤❛♥❣❡ ❢r♦♠ t❤❡ ❡❝♦♥♦♠②✲✇✐❞❡ ❞✐str✐❜✉t✐♦♥ ♦❢

♠❛r❦✉♣s ❛♥❞ t❤❡ ❞②♥❛♠✐❝s ♦❢ ✜r♠s ✐♥❞✉❝❡❞ ❜② tr❛❞❡ ✐s ♥♦t ❛♥ ♦❜✈✐♦✉s ♦♥❡✳

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✭❛✮ ▲❛❜♦r ❙❤❛r❡ t♦ ❱❛❧✉❡ ❆❞❞❡❞ ✭✶✾✼✽✲✷✵✶✵✮✱ ❢r♦♠

✜❣✉r❡ ✶ ✐♥ ❆✉t♦r ❡t ❛❧✳ ✭✷✵✶✼✮ ✭❜✮ ❚❤❡ ❊✈♦❧✉t✐♦♥ ♦❢ ❆✈❡r❛❣❡ ▼❛r❦✉♣s ✭✶✾✻✵ ✲ ✷✵✶✹✮✱ ❢r♦♠

✜❣✉r❡ ✶ ✐♥ ❉❡ ▲♦❡❝❦❡r ❛♥❞ ❊❡❝❦❤♦✉t ✭✷✵✶✼✮

❋✐❣✉r❡ ✶✿ ❚r❡♥❞s ♦❢ ♠❛r❦✉♣s ❛♥❞ ❧❛❜♦r s❤❛r❡

❚❤✐s ♣❛♣❡r ❛s❦s ✇❤❡t❤❡r ✐♥❝r❡❛s✐♥❣ ✐♠♣♦rt ♣❡♥❡tr❛t✐♦♥ ✐♥❞✉❝❡s ♠❛r❦❡t str✉❝t✉r❡ t♦✇❛r❞s ♠♦r❡ ❝♦♥✲

❝❡♥tr❛t❡❞ ❛♥❞ ✐♥❞✉❝❡s ✜r♠s t♦ ✐♥❝r❡❛s❡ ❛✈❡r❛❣❡ ♠❛r❦✉♣✳ ❙✉❝❤ ❛ ❧✐♥❦ ❜❡t✇❡❡♥ tr❛❞❡ ❧✐❜❡r❛❧✐③❛t✐♦♥ ❛♥❞

♠❛r❦❡t ♣♦✇❡r ✐s ✐♠♣♦rt❛♥t✳ ❖♥ ♦♥❡ ❤❛♥❞✱ ✐♠♣♦rt ♣❡♥❡tr❛t✐♦♥ ✐♥❝r❡❛s❡s ❝♦♠♣❡t✐t✐♦♥ ♦❢ ✜♥❛❧ ♣r♦❞✉❝ts✱

✇❤✐❝❤ ✐♠♣❧✐❡s ♣r❡ss✉r❡ ❢♦r t❤❡ ✜r♠s t♦ ❞❡❝r❡❛s❡ t❤❡✐r ♠❛r❦✉♣✳ ❖♥ t❤❡ ♦t❤❡r ❤❛♥❞✱ tr❛❞❡ ❧✐❜❡r❛❧✐③❛t✐♦♥

❛❧s♦ ❧❡❞ t♦ ✐♠♣r♦✈❡❞ ❛❝❝❡ss t♦ ✐♠♣♦rts ♦❢ ❢♦r❡✐❣♥✲♠❛❞❡ ✐♥t❡r♠❡❞✐❛t❡ ✐♥♣✉ts✳ ■❢ tr❛❞❡ ❧✐❜❡r❛❧✐③❛t✐♦♥

♦♥❧② ❜❡♥❡✜ts t❤❡ ♠♦st ♣r♦❞✉❝t✐✈❡ ✜r♠s ✐♥ ❡❛❝❤ ✐♥❞✉str②✱ ♣r♦❞✉❝t ♠❛r❦❡t ❝♦♥❝❡♥tr❛t✐♦♥ ✇✐❧❧ r✐s❡ ❛s

✐♥❞✉str✐❡s ❜❡❝♦♠❡ ✐♥❝r❡❛s✐♥❣❧② ❞♦♠✐♥❛t❡❞ ❜② ❧❛r❣❡ ✜r♠s ✇✐t❤ ❤✐❣❤ ♣r♦✜ts ❛♥❞ ❛ ❧♦✇ s❤❛r❡ ♦❢ ❧❛❜♦r ✐♥

✜r♠ ✈❛❧✉❡✲❛❞❞❡❞ ❛♥❞ s❛❧❡s✳ ❚♦ ❛❞❞r❡ss t❤✐s ♣♦✐♥t✱ ✇❡ ♣r♦✈✐❞❡ ❛ ❣❡♥❡r❛❧ ❡q✉✐❧✐❜r✐✉♠ ❢r❛♠❡✇♦r❦ ✇❤✐❝❤

❝❤❛r❛❝t❡r✐③✐♥❣ t❤❡ ❝❤❛♥❣❡ ♦❢ ♠❛r❦✉♣ ✇✐t❤ t❤❡ ❝❤❛♥❣❡ ♦❢ t❤❡ ❡①t❡♥s✐✈❡ ♠❛r❣✐♥ ♦❢ s♦✉r❝✐♥❣ ❞❡❝✐s✐♦♥s t♦

♠❛t❡r✐❛❧✐③❡ t❤❡ ♠❡❝❤❛♥✐s♠s ❛t ✇♦r❦✳ ❆♥❞ ✇❡ t❤❡♥ ❝♦♠❜✐♥❡ ✜r♠✲❧❡✈❡❧ ♠✐❝r♦ ♣❛♥❡❧ ❞❛t❛✱ s❡❝t♦r✲❧❡✈❡❧

tr❛❞❡ ❞❛t❛ ❛♥❞ ✐♥♣✉t✲♦✉t♣✉t t❛❜❧❡ ❛♥❞ ♣r❡s❡♥t ❡♠♣✐r✐❝❛❧ ❡✈✐❞❡♥❝❡ ♦♥ t❤❡ r❡❧❛t✐♦♥s❤✐♣ ❜❡t✇❡❡♥ t❤❡

r✐s❡ ♦❢ ♠❛r❦❡t ♣♦✇❡r ❛♥❞ t❤❡ ✐♥❝r❡❛s✐♥❣ tr❡♥❞ ♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉ts ♣❡♥❡tr❛t✐♦♥✳ ❆t t❤❡ ✈❡r② ❞❡t❛✐❧❡❞

✻✲❞✐❣✐t s❡❝t♦r ❧❡✈❡❧✱ t❤❡ r✐s❡ ♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉t ♣❡♥❡tr❛t✐♦♥ ✐♥❞✉❝❡❞ ♠❛r❦❡t ❝♦♥❝❡♥tr❛t✐♦♥✱ ✐♠♣❧②✐♥❣

t❤❛t ♦♥❧② t❤❡ ♠♦st ♣r♦❞✉❝t✐✈❡ ✜r♠s ❜❡♥❡✜t ❢r♦♠ tr❛❞❡ ❧✐❜❡r❛❧✐③❛t✐♦♥✳ ❉❡❝r❡❛s✐♥❣ tr❛❞❡ ❝♦sts ✐♥❞✉❝❡

♥♦♥✲✐♠♣♦rt✐♥❣ ✜r♠s t♦ st❛rt t♦ ✐♠♣♦rt ✐♥t❡r♠❡❞✐❛t❡s ❛♥❞ ✐♥❞✉❝❡ ❡①✐st✐♥❣ ✐♠♣♦rt✐♥❣ ✜r♠s t♦ ✐♥❝r❡❛s❡

t❤❡ s❤❛r❡ ♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉ts✳ ❋✐r♠s t❤❛t ❡♠♣❧♦② ♠♦r❡ ✐♠♣♦rt❡❞ ✐♥♣✉ts ✐♥ t❤❡ ♣r♦❞✉❝t✐♦♥ ❛r❡ ♦❜s❡r✈❡❞

t♦ r❛✐s❡ t❤❡ ♠❛r❦✉♣ ♦❢ t❤❡✐r ♣r♦❞✉❝ts✳

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✭❛✮ ❚r❛❞❡ ♦♣❡♥♥❡ss ❛❝r♦ss ❯❙ ✐♥❞✉str✐❡s✱ ❢r♦♠ ✜❣✉r❡ ✶ ✐♥ ❊♣✐✲

❢❛♥✐ ❛♥❞ ●❛♥❝✐❛ ✭✷✵✶✶✮ ✭❜✮ ❚❤❡ ❊✈♦❧✉t✐♦♥ ♦❢ ❆✈❡r❛❣❡ ▼❛r❦✉♣s ❛♥❞ ❍♦r✐③♦♥t❛❧ ■♠✲

♣♦rt P❡♥❡tr❛t✐♦♥ ❘❛t✐♦ ✭✶✾✼✷ ✲ ✷✵✶✹✮

❋✐❣✉r❡ ✷✿ ❚r❛❞❡ ♦♣❡♥❡ss ❛♥❞ ♠❛r❦✉♣s

■♥ t❤✐s ♣❛♣❡r✱ ✇❡ ✜rst ♣r♦❞✉❝❡ t❤❡ st②❧✐③❡❞ ❢❛❝t ♦❢ ✐♠♣♦rt ♣❡♥❡tr❛t✐♦♥ ❛♥❞ ♠❛t❝❤ ✐t ✇✐t❤ r❡♣❧✐❝❛t❡❞

st②❧✐③❡❞ ❢❛❝t r❡❣❛r❞✐♥❣ t❤❡ tr❡♥❞ ♦❢ ♠❛r❦✉♣ s✐♥❝❡ ✶✾✼✵✳ ❲❡ s❤♦✇ t❤❛t t❤❡ r✐s❡ ♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉t

♣❡♥❡tr❛t✐♦♥ r❛t✐♦ ❜❛s❡❞ ♦♥ ✷✲❞✐❣✐t s❡❝t♦r ❝♦❞❡ ❤✐❣❤❧② ❝♦rr❡❧❛t❡s ✇✐t❤ ✇❡✐❣❤t❡❞ ❛✈❡r❛❣❡ ♠❛r❦✉♣ ❛❝r♦ss t❤❡ ❡❝♦♥♦♠② ❜❛s❡❞ ♦♥ ✜r♠✲❧❡✈❡❧ s❛❧❡s✱ ✇❤✐❧❡ t❤❡ ✐♠♣♦rt ♣❡♥❡tr❛t✐♦♥ r❛t✐♦ s❤♦✇s ❛♠❜✐❣✉♦✉s r❡❧❛t✐♦♥

✇✐t❤ t❤❡ ❝❤❛♥❣❡ ♦❢ ♠❛r❦✉♣✳ ❇❡❝❛✉s❡ ✐♠♣♦rt ♣❡♥❡tr❛t✐♦♥ r❛t✐♦ ♠✐①❡❞ t❤❡ ❡✛❡❝t ♦❢ ❝♦♠♣❡t✐t✐♦♥ ❢r♦♠

t❤❡ ✜♥❛❧ ❣♦♦❞s ✇✐t❤ t❤❡ ❡✛❡❝t ♦❢ ❡♠♣❧♦②♠❡♥t ♦❢ ❝❤❡❛♣❡r✴❜❡tt❡r ✐♥♣✉ts ♦♥ ♠❛r❦❡t str✉❝t✉r❡✳ ▼❛❦✐♥❣

✉s❡ ♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉ts ❝♦♥tr✐❜✉t❡s t♦ t❤❡ ❞❡❝r❡❛s❡ ♦❢ ✜r♠✬s ♠❛r❣✐♥❛❧ ❝♦st ❛♥❞ ✐♥❝r❡❛s❡ ✜r♠✬s ♣♦t❡♥t✐❛❧

♦❢ ❤✐❣❤❡r ♠❛r❦✉♣✳ ❇✉t ✐t ♠❛② r❡q✉✐r❡s s♦♠❡ ❧❡✈❡❧ ♦❢ ✜r♠ ❛❜✐❧✐t② t♦ t❛❦❡ ❛❞✈❛♥t❛❣❡ ♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉ts✳

❲❡ ❡①♣❧❛✐♥ t❤❡s❡ ❢❛❝ts ❜② ❛ ❣❡♥❡r❛❧ ❡q✉✐❧✐❜r✐✉♠ ♠♦❞❡❧ ✇✐t❤ t❤❡ ❧✐♥❦❛❣❡ ♦❢ t❤❡ r✐s✐♥❣ ♠❛r❦❡t ❝♦♥❝❡♥✲

tr❛t✐♦♥ t♦ ✜r♠s✬ ❝❛♣❛❜✐❧✐t✐❡s ♦❢ ❣❧♦❜❛❧ s♦✉r❝✐♥❣✳ ❖✉r ♠♦❞❡❧ ✐s ❜❛s❡❞ ♦♥ ❛♥ ❡①t❡♥s✐♦♥ ♦❢ ▼❡❧✐t③ ❛♥❞

❖tt❛✈✐❛♥♦ ✭✷✵✵✽✮✱ ✇✐t❤ ✈❛r✐❛❜❧❡ ♠❛r❦✉♣ ❛s ✐♥ t❤❡ ✇♦r❦ ♦❢ ❆♠✐t✐ ❡t ❛❧✳ ✭✷✵✶✹✮✱ t❤❡ ❝❤❛♥❣❡ ♦❢ ♠❛r❦✉♣

✇✐t❤ t❤❡ ❝❤❛♥❣❡ ♦❢ t❤❡ ❡①t❡♥s✐✈❡ ♠❛r❣✐♥ ♦❢ s♦✉r❝✐♥❣ ❞❡❝✐s✐♦♥s✳ ❚❤❡ ♠♦❞❡❧ ❣❡♥❡r❛t❡s ❧✐♥❡❛r ❡q✉❛t✐♦♥s t❤❛t r❡❧❛t❡ ❝❤❛♥❣❡s ✐♥ t❤❡ ♠❛r❦✉♣ ❛♥❞ ❝❤❛♥❣❡s ✐♥ t❤❡ ✈❡rt✐❝❛❧ ✐♠♣♦rt ♣❡♥❡tr❛t✐♦♥ r❛t✐♦✳ ❚❤❡ ❝❛♣❛❜✐❧✐t②

♦❢ ✐♠♣♦rt✐♥❣ ♠♦r❡ ✈❛r✐❡t✐❡s ♦❢ ✐♥♣✉ts ❝♦♠❡s ❢r♦♠ ❤✐❣❤❡r ♣r♦❞✉❝t✐✈✐t② ❜❡❝❛✉s❡ ✐t r❡q✉✐r❡s ❛ ✜①❡❞ ❝♦st t♦ s❡❧❡❝t ♠♦r❡ ❝♦st✲❡✣❝✐❡♥t ✐♥t❡r♠❡❞✐❛t❡ ✐♥♣✉ts t♦ ✐♠♣♦rt✳ ❚❤❡r❡❜② ♠❛❣♥✐❢②✐♥❣ t❤❡✐r ❝♦st ❛❞✈❛♥t❛❣❡

r❡❧❛t✐✈❡ t♦ ❧❡ss ♣r♦❞✉❝t✐✈❡ ✜r♠s✳

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❲❡ t❤❡♥ t❡st t❤❡ ♣r❡❞✐❝t✐♦♥s ♦❢ ♦✉r ♠♦❞❡❧ ✜rst ✉s✐♥❣ ❯❙ ✜r♠✲❧❡✈❡❧ ♣❛♥❡❧ ❞❛t❛ ❢♦r ♣✉❜❧✐❝ ✜r♠s✱ ✐♥♣✉t✲

♦✉t♣✉t t❛❜❧❡ ❛♥❞ tr❛❞❡ ❞❛t❛ ♦✈❡r t❤❡ ♣❡r✐♦❞ ✶✾✾✼ t♦ ✷✵✶✹✳ ■❞❡♥t✐✜❝❛t✐♦♥ str❛t❡❣② ✐♥✈♦❧✈❡s ❡①♣❧♦✐t✐♥❣

s♦♠❡ s✉♣♣❧② s❤♦❝❦s ✐♥ t❤❡ ❯❙✬s tr❛❞✐♥❣ ♣❛rt♥❡rs ❧✐❦❡ ✈❛r✐❛t✐♦♥ ✐♥ ❡①❝❤❛♥❣❡ r❛t❡s ♦r r❡❞✉❝t✐♦♥s ✐♥

❡①t❡r♥❛❧ t❛r✐✛s✳ ❚❤✉s ✇❡ ❝♦✉❧❞ ♣r♦✈✐❞❡ ❝❛✉s❛❧ ❡✈✐❞❡♥❝❡ t❤❛t t❤❡ ✐♥❝r❡❛s❡ ✐♥ ✐♠♣♦rts ✭✐♥❞✉❝❡❞ ❜② ❢♦r❡✐❣♥

s✉♣♣❧② s❤♦❝❦s✮ ❢r♦♠ ❡✐t❤❡r ♠♦r❡ ❝♦✉♥tr✐❡s ♦r ❝♦✉♥tr✐❡s ✇✐t❤ ❧♦✇❡r ❝♦sts t♦ ❛ s✉❜st❛♥t✐❛❧ ✐♥❝r❡❛s❡ ✐♥

t❤❡ ♠❛r❦✉♣s ♦✈❡r t❤❡ s❛♠♣❧❡ ♣❡r✐♦❞✱ ✇❤✐❝❤ ❣✐✈❡ r✐s❡ t♦ ❛ ❞❡❝❧✐♥❡ t♦ t❤❡ ❧❛❜♦r s❤❛r❡ ✐♥❝♦♠❡✳ ◆❡①t✱

✇❡ ❢✉rt❤❡r t❡st ♦✉r ♣r❡❞✐❝t✐♦♥s ♦❢ ❤❡t❡r♦❣❡♥❡♦✉s ✜r♠s✬ ❞❡❝✐s✐♦♥s ♦♥ ✐♥t❡r♠❡❞✐❛t❡s ✐♠♣♦rt✐♥❣ ❛♥❞ t❤❡

✐♠♣❧✐❝❛t✐♦♥s ♦♥ t❤❡ ♠❛r❦❡t str✉❝t✉r❡ ✉s✐♥❣ tr❛♥s❛❝t✐♦♥ ❧❡✈❡❧ ❝✉st♦♠ ❞❛t❛✱ t❤❡ ▲♦♥❣✐t✉❞✐♥❛❧ ❋✐r♠ ❚r❛❞❡

❚r❛♥s❛❝t✐♦♥s ❉❛t❛❜❛s❡ ✭▲❋❚❚❉✮ ✇❤✐❝❤ ❧✐♥❦s ✐♥❞✐✈✐❞✉❛❧ ✐♠♣♦rt ❛♥❞ ❡①♣♦rt tr❛♥s❛❝t✐♦♥s t♦ t❤❡ ❯✳❙✳

✜r♠s✳

❖✉r ❝♦❡✣❝✐❡♥t ❡st✐♠❛t❡s ❝♦♥✜r♠ t❤❡ ♠❛✐♥ ♣r❡❞✐❝t✐♦♥s ♦❢ ♦✉r ♠♦❞❡❧✳

❚❤❡ r❡st ♦❢ t❤❡ ♣❛♣❡r ✐s ♦r❣❛♥✐③❡❞ ❛s ❢♦❧❧♦✇s✳ ❙❡❝t✐♦♥ ✷ ♣r♦✈✐❞❡s ❛ ❦❡② ❧✐t❡r❛t✉r❡ r❡✈✐❡✇✳ ❙❡❝t✐♦♥ ✸

♣r❡s❡♥ts ❛ ❣❡♥❡r❛❧ t❤❡♦r❡t✐❝❛❧ ❢r❛♠❡✇♦r❦ t❤❛t ❡♥❝♦♠♣❛ss ♠♦♥♦♣♦❧✐st✐❝ ❝♦♠♣❡t✐t✐♦♥ ❛♥❞ ✈❛r✐❛❜❧❡ ♠❛r❦✲

✉♣ t♦ ❡①❛♠✐♥❡ t❤❡ ✐♠♣❛❝t ♦❢ tr❛❞❡ ❝♦st r❡❞✉❝t✐♦♥s ♦♥ ✜r♠s✬ ♠❛r❦✲✉♣s ❛♥❞ ❛ss♦❝✐❛t❡❞ ✐♥tr❛✲✐♥❞✉str② r❡❛❧❧♦❝❛t✐♦♥✳ ❙❡❝t✐♦♥ ✹ ❞❡s❝r✐❜❡s t❤❡ ✐❞❡♥t✐✜❝❛t✐♦♥ str❛t❡❣② ❛s ✇❡❧❧ ❛s t❤❡ ❡st✐♠❛t✐♦♥ ♠❡t❤♦❞ ❢♦r

✜r♠✲♣r♦❞✉❝t ♠❛r❦✲✉♣s✳ ❙❡❝t✐♦♥ ✺ ❞❡s❝r✐❜❡s ❞❛t❛✲s❡ts ❛♥❞ ♠❡❛s✉r❡♠❡♥t ✉s❡❞✳ ❙❡❝t✐♦♥ ✻ ♣r❡s❡♥ts ♦✉r

❡❝♦♥♦♠❡tr✐❝ s♣❡❝✐✜❝❛t✐♦♥s ❛♥❞ r❡♣♦rt t❤❡ ♠❛✐♥ r❡s✉❧ts✱ ❢♦❧❧♦✇❡❞ ❜② ❛♥ ✐♥t❡r♣r❡t❛t✐♦♥ ♦❢ t❤❡ ✉♥❞❡r❧②✐♥❣

♠❡❝❤❛♥✐s♠s✳

✷ ▲✐t❡r❛t✉r❡ ❘❡✈✐❡✇

❖✉r ♣❛♣❡r ❝♦♥tr✐❜✉t❡s t♦ ❛ ✈✐❜r❛♥t ❧✐t❡r❛t✉r❡ t❤❛t ❧♦♦❦ ❛t t❤❡ r✐s❡ ♦❢ ♠❛r❦❡t ♣♦✇❡r ❛♥❞ t❤❡ ❞❡❝❧✐♥❡ ♦❢

❧❛❜♦r s❤❛r❡ t♦ ●❉P ✐♥ t❤❡ ❯❙✳ ❉❡ ▲♦❡❝❦❡r ❛♥❞ ❊❡❝❦❤♦✉t ✭✷✵✶✼✮ ❞♦❝✉♠❡♥t t❤❛t t❤❡ ❛✈❡r❛❣❡ ♠❛r❦✲✉♣

❛♠♦♥❣ t❤❡ ❯✳❙✳ ✜r♠s ❤❛✈❡ ❜❡❡♥ ✐♥❝r❡❛s✐♥❣ ❞r❛♠❛t✐❝❛❧❧② s✐♥❝❡ ✶✾✽✵s ❛♥❞ ♣r♦✈✐❞❡ s❡✈❡r❛❧ ♠❛❝r♦❡❝♦♥♦♠✐❝

✐♠♣❧✐❝❛t✐♦♥s ♦❢ t❤✐s tr❡♥❞ s✉❝❤ ❛s t❤❡ ❞❡❝❧✐♥❡ ✐♥ ❧❛❜♦r ❛♥❞ ❝❛♣✐t❛❧ s❤❛r❡✱ t❤❡ ❞❡❝r❡❛s❡ ♦❢ ❧♦✇ s❦✐❧❧ ❧❛❜♦r

✇❛❣❡✱ ❛♥❞ t❤❡ s❧♦✇ ❞♦✇♥ ✐♥ ❛❣❣r❡❣❛t❡ ♦✉t♣✉t✳ ❊❧s❜② ❡t ❛❧✳ ✭✷✵✶✸✮ ❝♦♥s✐❞❡r t❤❡ ♣♦t❡♥t✐❛❧ ✐♠♣❛❝t ♦❢

❣❧♦❜❛❧✐③❛t✐♦♥ ❛♥❞ t❤❡ r✐s✐♥❣ ✐♠♣♦rts ♦♥ t❤❡ ❞❡❝❧✐♥❡ ♦❢ ❧❛❜♦r s❤❛r❡✳ ❚❤❡② ♣r♦✈✐❞❡ ❛ s❡t ♦❢ s✐♠♣❧❡ ❝r♦ss✲

(7)

✐♥❞✉str② r❡❣r❡ss✐♦♥s ❛♥❞ ❣r❛♣❤s ❛♥❞ s❤♦✇ t❤❛t t❤❡ ✈❛r✐❛t✐♦♥ ✐♥ t❤❡ ❝❤❛♥❣❡ ✐♥ ✐♠♣♦rt ❡①♣♦s✉r❡ ❡①♣❧❛✐♥s

✷✷ ♣❡r❝❡♥t ♦❢ t❤❡ ❝r♦ss✲✐♥❞✉str② ✈❛r✐❛t✐♦♥ ✐♥ ♣❛②r♦❧❧✲s❤❛r❡ ❝❤❛♥❣❡s✳ ❆✉t♦r ❡t ❛❧✳ ✭✷✵✶✼✮ r❡❛ss❡ss t❤❡

s❡❝✉❧❛r tr❡♥❞ ♦❢ ❧❛❜♦r s❤❛r❡ t❤r♦✉❣❤ ♠✐❝r♦ ♣❛♥❡❧ ❞❛t❛ s✐♥❝❡ ✶✾✽✷ ❛♥❞ ✐♥t❡r♣r❡t t❤❡ ❢❛❧❧ ✐♥ t❤❡ ❧❛❜♦r s❤❛r❡ t♦ ❜❡ t❤❡ r❡s✉❧t ♦❢ t❤❡ r✐s❡ ♦❢ ✏s✉♣❡rst❛r ✜r♠s✑ ✇❤♦ ❞♦♠✐♥❛t❡ t❤❡ ♠❛r❦❡t ✇✐t❤ ❤✐❣❤ ♣r♦✜ts ❛♥❞

❧♦✇ s❤❛r❡ ♦❢ ❧❛❜♦r ✐♥ ✜r♠ ✈❛❧✉❡✲❛❞❞❡❞ ❛♥❞ s❛❧❡s✳ ❚❤❡② ❛❧s♦ ♥♦t✐❝❡ t❤❡ ♣♦t❡♥t✐❛❧ r♦❧❡ t❤❛t ❣❧♦❜❛❧✐③❛t✐♦♥

❛♥❞ t❡❝❤♥♦❧♦❣✐❝❛❧ ❝❤❛♥❣❡s ♠✐❣❤t ❤❛✈❡ ♣❧❛②❡❞ ❜✉t ❛r❡ s❦❡♣t✐❝ ❛s t❤❡ ❢❛❧❧ ✐♥ ❧❛❜♦r✬s s❤❛r❡ ❛❧s♦ ❛♣♣❡❛rs

✐♥ ♥♦♥✲tr❛❞❡❞ s❡❝t♦rs ❧✐❦❡ r❡t❛✐❧ ❛♥❞ ✇❤♦❧❡s❛❧❡✱ ♥♦t ❥✉st ✐♥ tr❛❞❡❞ s❡❝t♦rs ❧✐❦❡ ♠❛♥✉❢❛❝t✉r✐♥❣✳

❲❤✐❧❡ ❛❧s♦ ❢♦❝✉s❡❞ ♦♥ t❤❡ ❡①♣❧❛♥❛t✐♦♥ ❛♥❞ ✐♠♣❧✐❝❛t✐♦♥ ♦❢ t❤❡ r✐s❡ ♦❢ ♠❛r❦❡t ♣♦✇❡r✱ ♦✉r ♣❛♣❡r ❞✐✛❡rs

❢r♦♠ t❤❡ ❡①✐st✐♥❣ ❧✐t❡r❛t✉r❡ ❛❧♦♥❣ s❡✈❡r❛❧ ❞✐♠❡♥s✐♦♥s✳ ❋✐rst❧②✱ ✇❤✐❧❡ t❤❡② ❢♦❝✉s ✐♥ t❤❡ st✉❞② ♦❢ t❤❡

❞❡❝❧✐♥❡ ♦❢ ❧❛❜♦r s❤❛r❡✱ ♦✉r r❡s❡❛r❝❤ ✐s ❢♦❝✉s ♦♥ t❤❡ ❡✛❡❝t ♦❢ ✐♠♣♦rt ♣❡♥❡tr❛t✐♦♥ ♦♥ t❤❡ r✐s❡ ♦❢ ♠❛r❦✲✉♣✱

t❤♦✉❣❤ ✐t ✜♥❛❧❧② s♣❡❛❦s t♦ t❤❡ r❡❛s♦♥s ♦❢ t❤✐s s❡❝✉❧❛r tr❡♥❞ ✐♥ ❧❛❜♦r s❤❛r❡✳ ❙❡❝♦♥❞❧②✱ ✇❤✐❧❡ t❤❡② ♥♦t✐❝❡

t❤❡ tr❡♥❞ ♦❢ ✐♥❝r❡❛s✐♥❣ ✐♠♣♦rt✱ ♦✉r ♣❛♣❡r ❧♦♦❦s ♥♦t ♦♥❧② ❛t t❤❡ ❞✐r❡❝t ✐♠♣❛❝t✱ ✐✳❡ t❤❡ s✉❜st✐t✉t✐♦♥ ❡✛❡❝t✱

✇❤✐❝❤ ❞❡♣r❡ss❡s ❧❛❜♦r s❤❛r❡ ♦❢ ❞♦♠❡st✐❝ ✐♥❝♦♠❡ ❛♥❞ r❡❞✉❝❡s t❤❡ ♠❛r❣✐♥❛❧ ❝♦st ♦❢ ✜r♠s ✇❤♦ ❡♠♣❧♦②

❝❤❡❛♣ ❢♦r❡✐❣♥ ✐♥♣✉ts❀ ❜✉t ❛❧s♦ t❤❡ ✐♥❞✐r❡❝t ✐♠♣❛❝t✱ ✐✳❡ t❤❡ ❝♦♠♣❡t✐t✐♦♥ ❡✛❡❝t✱ ✇❤✐❝❤ ❝❤❛♥❣❡s t❤❡ ♠❛r❦❡t str✉❝t✉r❡ t♦ ❜❡ ♠♦r❡ ❝♦♥❝❡♥tr❛t❡❞ ❛s ♦♥❧② s♦♠❡ ♦❢ t❤❡ ✜r♠s ❝♦✉❧❞ ♣❛② t❤❡ ✜①❡❞ ❝♦st ❛♥❞ ✉t✐❧✐③❡ ❣❧♦❜❛❧

♦♣♣♦rt✉♥✐t✐❡s✳ ❚❤✐r❞❧②✱ ✇❤✐❧❡ t❤❡② tr② t♦ ❧✐♥❦ t❤❡ r✐s❡ ♦❢ ♠❛r❦❡t ♣♦✇❡r ♦❢ s✉♣❡rst❛r ✜r♠s ❛s t❤❡ ❝❛✉s❡

❢♦r t❤❡ ❞❡❝❧✐♥❡ ♦❢ ❧❛❜♦r s❤❛r❡✱ ♦✉r ♣✉r♣♦s❡ ✐s t♦ ♣r♦♣♦s❡ ❛ ♠❡❝❤❛♥✐s♠ t❤❛t ❞r✐✈❡s t❤✐s r✐s✐♥❣ ♠❛r❦❡t

❝♦♥❝❡♥tr❛t✐♦♥ ❛♥❞ t♦ ✐❧❧✉str❛t❡ ❤♦✇ ❧❡ss✲❢r✐❝t✐♦♥❛❧ ✐♥t❡r♥❛t✐♦♥❛❧ tr❛❞❡ ❡♥❛❜❧❡s ♠♦r❡ ❡✣❝✐❡♥t ✜r♠s t♦ ❜❡

r❡✇❛r❞❡❞ ✇✐t❤ ❤✐❣❤❡r ♠❛r❦❡t s❤❛r❡s t♦❞❛② t❤❛♥ ✐♥ t❤❡ ♣❛st✳ ❋✐♥❛❧❧②✱ ❡①✐st✐♥❣ ❡♠♣✐r✐❝❛❧ ❛ss❡ss♠❡♥ts

♦❢ ✐♠♣♦rt t②♣✐❝❛❧❧② ❤❛✈❡ r❡❧✐❡❞ ♦♥ ✐♥❞✉str② ♦r ♠❛❝r♦ ❞❛t❛✱ ♦❜s❝✉r✐♥❣ ❤❡t❡r♦❣❡♥❡✐t② ❛♠♦♥❣ ✜r♠s✳ ❖✉r

♣❛♣❡r ❝♦♠❜✐♥❡s ✜r♠✲❧❡✈❡❧ ♠✐❝r♦ ♣❛♥❡❧ ❞❛t❛✱ s❡❝t♦r✲❧❡✈❡❧ tr❛❞❡ ❞❛t❛ ❛♥❞ ✐♥♣✉t✲♦✉t♣✉t t❛❜❧❡ t♦ ✜rst

♣r❡s❡♥t ❡♠♣✐r✐❝❛❧ ❡✈✐❞❡♥❝❡ ♦♥ t❤❡ r❡❧❛t✐♦♥s❤✐♣ ❜❡t✇❡❡♥ t❤❡ r✐s❡ ♦❢ ♠❛r❦❡t ♣♦✇❡r ❛♥❞ t❤❡ ✐♥❝r❡❛s✐♥❣

tr❡♥❞ ♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉ts ♣❡♥❡tr❛t✐♦♥✳ ❆♥❞ ✇❡ ❢✉rt❤❡r ❧♦♦❦ ❛t tr❛♥s❛❝t✐♦♥✲❧❡✈❡❧ ❞❛t❛ t♦ ✢❡s❤ ♦✉t t❤❡

❞❡t❛✐❧❡❞ ♠❡❝❤❛♥✐s♠ ❛t ✇♦r❦✳

❖✉r ♣❛♣❡r ✐s ❛❧s♦ r❡❧❛t❡❞ t♦ ❛ ❧✐t❡r❛t✉r❡ t❤❛t ❧♦♦❦s ❛t ❤❡t❡r♦❣❡♥❡♦✉s ✜r♠ ❛♥❞ ✜r♠ ♣❡r❢♦r♠❛♥❝❡ ✐♥

t❤❡ ❝♦♥t❡①t ♦❢ tr❛❞❡ ❧✐❜❡r❛❧✐③❛t✐♦♥✳ ❲✐t❤✐♥ t❤✐s ❧✐t❡r❛t✉r❡✱ ♦✉r ♣❛♣❡r ✐s ❝❧♦s❡❧② r❡❧❛t❡❞ t♦ ▼❡❧✐t③ ❛♥❞

❖tt❛✈✐❛♥♦ ✭✷✵✵✽✮ ❛♥❞ ❍❛❧♣❡r♥ ❡t ❛❧✳ ✭✷✵✶✺✮✳ ▼❡❧✐t③ ❛♥❞ ❖tt❛✈✐❛♥♦ ✭✷✵✵✽✮❞❡✈❡❧♦♣ ❛ ♠♦♥♦♣♦❧✐st✐❝

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❝♦♠♣❡t✐t✐♦♥ ♠♦❞❡❧ ♦❢ tr❛❞❡ ✇✐t❤ ✜r♠ ❤❡t❡r♦❣❡♥❡✐t② ✇❤♦ ❤❛s ❜❡❡♥ ❛ ✇♦r❦❤♦rs❡ ♠♦❞❡❧ t❤❛t ♣r❡❞✐❝ts ✐♥tr❛✲

✐♥❞✉str② r❡❛❧❧♦❝❛t✐♦♥ ❜❡t✇❡❡♥ ✜r♠s ✇✐t❤ ❞✐✛❡r❡♥t ♠❛r❦✲✉♣s ❢♦❧❧♦✇✐♥❣ tr❛❞❡ ❧✐❜❡r❛❧✐③❛t✐♦♥✳ ❍❛❧♣❡r♥

❡t ❛❧✳ ✭✷✵✶✺✮ ❡st✐♠❛t❡ t❤❡ ♣r♦❞✉❝t✐✈✐t② ❣❛✐♥ ❢r♦♠ ✐♠♣r♦✈❡❞ ❛❝❝❡ss ♦❢ ❢♦r❡✐❣♥ ✐♥♣✉t✳ ❚❤❡② ❛ss✉♠❡

❛ ❝♦♥st❛♥t ❡❧❛st✐❝✐t② ♦❢ s✉❜st✐t✉t✐♦♥ ✭❈❊❙✮ ✉t✐❧✐t② ❢✉♥❝t✐♦♥ ❛♥❞ ♣r♦✈✐❞❡ ❛ st❛t✐❝ ♠♦❞❡❧ ♦❢ ✐♥❞✉str②

❡q✉✐❧✐❜r✐✉♠ ✇❤❡r❡ ✜r♠s ✉s❡ ❜♦t❤ ❞♦♠❡st✐❝ ❛♥❞ ✐♠♣♦rt❡❞ ✐♥t❡r♠❡❞✐❛t❡s ❣♦♦❞s ❢♦r ♣r♦❞✉❝t✐♦♥✳ ❍♦✇❡✈❡r✱

❈❊❙ ✉t✐❧✐t② ❞✐r❡❝t❧② ✐♠♣❧✐❡s ❝♦♥st❛♥t ♠❛r❦✲✉♣ ❛♥❞ ♠❛❦❡ ✐t ✉♥s❛t✐s❢❛❝t♦r② t♦ ❛♥❛❧②③❡ ✈❛r✐❛❜❧❡ ♠❛r❦✲✉♣

❝❤❛♥❣❡s ✇✐t❤ r❡s♣❡❝t t♦ ❛❣❣r❡❣❛t❡ s❤♦❝❦s✳ ❖✉r ❝♦♥tr✐❜✉t✐♦♥ t♦ t❤✐s ❧✐t❡r❛t✉r❡ ✐s t❤❛t ✇❡ tr❛❝❡ ✐♥ ❞❡t❛✐❧

❤♦✇ ✐♠♣♦rt❡❞ ✐♥♣✉t ♣❡♥❡tr❛t✐♦♥ ♣❧❛②s ❛ r♦❧❡ ✐♥ t❤❡ ♣r✐❝✐♥❣ ♦❢ ✜r♠s ✇❤♦ ❤❛✈❡ ❜❡tt❡r ❛❜✐❧✐t② t♦ ✉t✐❧✐③❡

s♦✉r❝✐♥❣ ♦♣♣♦rt✉♥✐t✐❡s✳ ■♥ ❛ ✇♦r❧❞ ✐♥ ✇❤✐❝❤ ✜r♠ ❤❡t❡r♦❣❡♥❡✐t② ✐♥t❡r❛❝ts ✇✐t❤ ✜①❡❞ s♦✉r❝✐♥❣ ❝♦sts✱ t❤❡

✜r♠✬s ❞❡❝✐s✐♦♥ t♦ ✐♠♣♦rt ❢r♦♠ ♦♥❡ ♠❛r❦❡t ✇✐❧❧ ❛❧s♦ ❛✛❡❝t t❤❡ ♠❛r❦❡t str✉❝t✉r❡ ✐♥ t❤❡ ❡♥❞✳ ■♥ ♦✉r

♠♦❞❡❧✱ ❛ r❡❞✉❝t✐♦♥ ✐♥ ❣❧♦❜❛❧ s♦✉r❝✐♥❣ ❝♦sts ✐♥❞✉❝❡s ❛ ✜r♠ t♦ ✐♥❝r❡❛s❡ ✐♠♣♦rts ♦❢ ❧♦✇✲❝♦st ✐♥♣✉t ❛♥❞

t♦ ✐♥❝r❡❛s❡ t❤❡ ♠❛r❦✉♣ ❜✉t t❤❡ ❛❝❝❡ss t♦ ❢♦r❡✐❣♥ ✐♥♣✉ts ✐s r❡str✐❝t❡❞ t♦ t❤❡ ✜r♠s ✇❤♦ ❝♦✉❧❞ ♣❛② t❤❡

✜①❡❞ ✐♠♣♦rt✐♥❣ ❝♦st ❛♥❞ ✉s❡ ✐♠♣♦rt❡❞ ✐♥t❡r♠❡❞✐❛t❡s✳ ❖✉r ♠♦❞❡❧ ♣r❡❞✐❝ts t❤❛t ✇✐t❤ ❣r❡❛t ✐♠♣♦rt✐♥❣

❝♦st r❡❞✉❝t✐♦♥✱ ❡①✐st✐♥❣ ✐♠♣♦rt✐♥❣ ✜r♠s ✇✐❧❧ ✐♠♣♦rt ♠♦r❡ ❢♦r❡✐❣♥ ✐♥t❡r♠❡❞✐❛t❡ ✈❛r✐❡t✐❡s✱ ❧❡❛❞✐♥❣ t♦

❡✈❡♥ ❜❡tt❡r ❛❞✈❛♥t❛❣❡s ✐♥ ❜♦t❤ ♣r♦❞✉❝t q✉❛❧✐t② ❛♥❞ ♣r♦❞✉❝t✐♦♥ ❝♦st✳ ❚❤❡s❡ t✇♦ ❡✛❡❝ts ✇✐❧❧ t❤❡r❡❜②

♠❛❣♥✐❢② ❡①✐st✐♥❣ ❛❞✈❛♥t❛❣❡s ♠♦r❡ ♣r♦❞✉❝t✐✈✐t② ✜r♠s ❤❛✈❡ r❡❧❛t✐✈❡ t♦ ❧❡ss ♣r♦❞✉❝t✐✈❡ ✜r♠s✳ ❚❤✉s ✐♥

t✉r♥ ✐♠♣❧✐❡s t❤❛t t❤❡ tr❛❞❡ ❧✐❜❡r❛❧✐③❛t✐♦♥ ❤❛✈❡ ❛s②♠♠❡tr✐❝ ✐♠♣❛❝ts ♦♥ t❤❡ ♠❛r❦❡t s❤❛r❡ ♦❢ ❡①✐st✐♥❣

♠❛r❦❡t ♣❧❛②❡rs ✇❤✐❝❤ ❢❡❛t✉r❡ ♠♦r❡ ♣♦s✐t✐✈❡ s❦❡✇♥❡ss t♦ ❢♦r❡r✉♥♥❡r✳

❖✉r ♣❛♣❡r ❛❧s♦ ❝♦♠♣❧❡♠❡♥ts t♦ ❛ ❧❛r❣❡ ❜♦❞② ♦❢ ❧✐t❡r❛t✉r❡ t❤❛t ❡✈❛❧✉❛t❡s ✇❡❧❢❛r❡ ❣❛✐♥s ❢r♦♠ tr❛❞❡

❜② ❡st✐♠❛t✐♥❣ ♠❛r❦✲✉♣ ❤❡t❡r♦❣❡♥❡✐t② ❛♥❞ ❛❧❧♦❝❛t✐✈❡ ❡✣❝✐❡♥❝②✳ ❊♣✐❢❛♥✐ ❛♥❞ ●❛♥❝✐❛ ✭✷✵✶✶✮ ❞♦❝✉♠❡♥ts s❡✈❡r❛❧ st②❧✐③❡❞ ❢❛❝ts ❛❜♦✉t ♠❛r❦✲✉♣s ❞✐s♣❡rs✐♦♥ ❛❝r♦ss ✐♥❞✉str② ♦✈❡r t✐♠❡ ✇✐t❤ ❡①♣♦s✉r❡ t♦ tr❛❞❡✳ ❚❤❡②

♣r♦✈✐❞❡ ❛ ♦❧✐❣♦♣♦❧② ❢r❛♠❡✇♦r❦ ✇✐t❤ ❈❊❙ ✉t✐❧✐t② ❛♥❞ ✜♥❞ t❤❛t ♠❛r❦✉♣ ❤❡t❡r♦❣❡♥❡✐t② ❡♥t❛✐❧s s✐❣♥✐✜❝❛♥t

❝♦sts ❛♥❞ t❤❛t ❛s②♠♠❡tr✐❝ tr❛❞❡ ❧✐❜❡r❛❧✐③❛t✐♦♥ ♠❛② r❡❞✉❝❡ ✇❡❧❢❛r❡ ✇❤❡♥ t❤❡r❡ ❡①✐sts r❡str✐❝t❡❞ ❡♥tr②✳

❍♦❧♠❡s ❡t ❛❧✳ ✭✷✵✶✹✮ ❝♦♥s✐❞❡rs ❛ s✐♠✐❧❛r ♠♦❞❡❧ ✇✐t❤ ❞❡❝♦♠♣♦s✐t✐♦♥ ♦❢ ✇❡❧❢❛r❡ ❡✛❡❝ts ♦❢ tr❛❞❡ ✐♥t♦ ❝♦st✲

❝❤❛♥❣❡ ❛♥❞ ♣r✐❝❡✲❝❤❛♥❣❡ ❝❤❛♥♥❡❧s✳ ❚❤❡ ❦❡② ❞✐✛❡r❡♥❝❡ ❜❡t✇❡❡♥ ❜♦t❤ ♦❢ t❤❡s❡ ♣❛♣❡rs ❛♥❞ ♦✉rs ❛r❡ ✭✐✮

♦✉r ♣❛♣❡r ❛❞♦♣ts ♠♦♥♦♣♦❧✐st✐❝ ❝♦♠♣❡t✐t✐♦♥ ✇✐t❤ ❧✐♥❡❛r ❞❡♠❛♥❞ s②st❡♠ ✇❤♦ ❛❧❧♦✇s ♠❛r❦✲✉♣ ✈❛r✐❛❜✐❧✐t② t♦ ❞❡♣❡♥❞ ♥♦t ♦♥❧② ♦♥ ♠❛r❦❡t s❤❛r❡ ❜✉t ✇✐t❤ ✐♠♣♦rt❡❞ ✐♥♣✉t s✉❜st✐t✉t✐♦♥ ❛♥❞ ♣r♦❞✉❝t✴✐♥❞✉str②

❝❤❛r❛❝t❡r✐st✐❝s✱ ✭✐✐✮ ■♥ ♦✉r ❢r❛♠❡✇♦r❦✱ ❛ ❝❤❛♥❣❡ ✐♥ t❤❡ tr❛❞❡ ❝♦sts ✐♥❞✉❝❡s ♠❛r❣✐♥❛❧ ❝♦st ❝❤❛♥❣❡ ❞✐r❡❝t❧②

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❛♥❞ ✐♥❞✉❝❡s ♣r✐❝❡ ❝❤❛♥❣❡ ✐♥❞✐r❡❝t❧② t❤r♦✉❣❤ ❜♦t❤ ❣❡♥❡r❛❧ ❡q✉✐❧✐❜r✐✉♠ ❡✛❡❝ts ✭t❤❡ ♥✉♠❜❡r ♦❢ ❛❝t✐✈❡

✜r♠s✮ t❤❛t s❤✐❢t ♦r r♦t❛t❡ t❤❡ ✜r♠✬s ❞❡♠❛♥❞ ❝✉r✈❡✳

❋✐♥❛❧❧②✱ t❤✐s ♣❛♣❡r ❝♦♥tr✐❜✉t❡s t♦ t❤❡ ❧✐t❡r❛t✉r❡ ♦❢ ♠♦✈❡♠❡♥ts ✐♥ ✐♥t❡r♥❛t✐♦♥❛❧ ♣r✐❝❡s ❛♥❞ ❛❣❣r❡❣❛t❡

s❤♦❝❦s s✉❝❤ ❛s ❡①❝❤❛♥❣❡✲r❛t❡ ✢✉❝t✉❛t✐♦♥s ♦r tr❛❞❡ ❝♦st ✈❛r✐❛t✐♦♥ ✭❇✉rst❡✐♥ ❛♥❞ ●♦♣✐♥❛t❤ ✭✷✵✶✹✮❀

❆r❦♦❧❛❦✐s ❛♥❞ ▼♦r❧❛❝❝♦✱ ✷✵✶✼✮✳ ❲❡ ❡①❛♠✐♥❡ ❤♦✇ t❤❡ ❝❤❛♥❣❡s ✐♥ ✈❛r✐❛❜❧❡ ❛♥❞ ✜①❡❞ tr❛❞❡ ❝♦st ❛r❡

♣❛ss❡❞ t❤r♦✉❣❤ t♦ t❤❡ ♠❛r❦✲✉♣s✳ ❆♠✐t✐ ❡t ❛❧✳ ✭✷✵✶✹✮ ❞❡✈❡❧♦♣ ❛ ♦❧✐❣♦♣♦❧② ❢r❛♠❡✇♦r❦ ✇✐t❤ ✈❛r✐❛❜❧❡

♠❛r❦✉♣s ❛♥❞ ✐♠♣♦rt❡❞ ✐♥♣✉ts✱ ✇❤✐❝❤ ♣r❡❞✐❝ts t❤❛t ✜r♠s ✇✐t❤ ❤✐❣❤ ✐♠♣♦rt s❤❛r❡s ❛♥❞ ❤✐❣❤ ♠❛r❦❡t s❤❛r❡s ❤❛✈❡ ❧♦✇ ❡①❝❤❛♥❣❡ r❛t❡ ♣❛ss✲t❤r♦✉❣❤✳ ■♥ ❡q✉✐❧✐❜r✐✉♠✱ t❤❡ ♠♦r❡ ♣r♦❞✉❝t✐✈❡ ✜r♠s ❡♥❞ ✉♣ ❤❛✈✐♥❣

❣r❡❛t❡r ♠❛r❦❡t s❤❛r❡s ❛♥❞ ❝❤♦♦s❡ t♦ s♦✉r❝❡ ❛ ❧❛r❣❡r s❤❛r❡ ♦❢ t❤❡✐r ✐♥♣✉ts ✐♥t❡r♥❛t✐♦♥❛❧❧②✱ ✇❤✐❝❤ ✐♥ t✉r♥

❢✉rt❤❡r ❛♠♣❧✐✜❡s t❤❡ ♣r♦❞✉❝t✐✈✐t② ❛❞✈❛♥t❛❣❡s ♦❢ t❤❡s❡ ✜r♠s✳ ❍♦✇❡✈❡r✱ ❆♠✐t✐ ❡t ❛❧✳ ✭✷✵✶✹✮ ❧✐♥❦ ♠❛r❦✲✉♣

✈❛r✐❛t✐♦♥ ❡①❝❧✉s✐✈❡❧② t♦ ♠❛r❦❡t s❤❛r❡ ♦❢ t❤❡ ✜r♠✱ ♥❡❣❧❡❝t✐♥❣ t❤❡ t❤❡ ❡✛❡❝t t❤❛t ❡①♦❣❡♥♦✉s ❝❤❛♥❣❡ ♦❢

✈❛r✐❛❜❧❡ ❝♦st ❤❛✈❡ ♦♥ ✐♥❞✉str② r❡❛❧❧♦❝❛t✐♦♥✳ ❆♥❞ t❤✐s ❢r❛♠❡✇♦r❦ ❛❧s♦ ❧❛❝❦s t❤❡ ♣♦t❡♥t✐❛❧ ❝♦♥♥❡❝t✐♦♥

❜❡t✇❡❡♥ ♣r♦❞✉❝t ❝❤❛r❛❝t❡r✐st✐❝s ❛♥❞ ♠❛r❦✲✉♣✳ ▲✉❞❡♠❛ ❛♥❞ ❨✉ ✭✷✵✶✻✮ ❡①♣❧❛✐♥ t❤❡ ✐♥❝♦♠♣❧❡t❡ ♣❛ss✲

t❤r♦✉❣❤ ♦❢ ❢♦r❡✐❣♥ t❛r✐✛ r❡❞✉❝t✐♦♥s ❜② ✜r♠s✬ q✉❛❧✐t②✲✉♣❣r❛❞✐♥❣ str❛t❡❣②✱ ✇❤✐❝❤ ✐s ❡st✐♠❛t❡❞ t♦ ❜❡

❣r❡❛t❡r ❢♦r ❤✐❣❤ ♣r♦❞✉❝t✐✈✐t② ✜r♠s✳

■♥ ♦✉r ♣❛♣❡r✱ ✇❡ ✇♦✉❧❞ ❧✐❦❡ t♦ ❝❧❛r✐❢② t❤❡ ♠❡❝❤❛♥✐s♠ t❤❛t t❤❡ ❣❧♦❜❛❧✐③❛t✐♦♥ ♣r♦❝❡ss r❡s✉❧ts ✐♥ t❤❡

✐♥❝r❡❛s✐♥❣ tr❡♥❞ ♦❢ ✜r♠s✬ ♠❛r❦✉♣s ❞✉r✐♥❣ t❤❡ ❧❛st t❤r❡❡ ❞❡❝❛❞❡s✳ ❚❤❡ ♠❛✐♥ ❝♦♥tr✐❜✉t✐♦♥s ♦❢ ♦✉r ♣❛♣❡r r❡❧② ♦♥ t✇♦ ♣♦✐♥ts✿ ✜rst❧②✱ ✇❡ ❝♦♥str✉❝t ❛ t❤❡♦r❡t✐❝❛❧ ♠♦❞❡❧ ✇❤✐❝❤ ❧✐♥❦s t❤❡ r❡❧❛t✐♦♥s❤✐♣ ❜❡t✇❡❡♥ t❤❡

r✐s❡ ♦❢ t❤❡ ♦✉ts♦✉r❝✐♥❣ ♣r♦❝❡ss ❛♥❞ t❤❡ ✐♥❝r❡❛s❡ ♦❢ ✜r♠s✬ ❛✈❡r❛❣❡ ♠❛r❦✉♣s✱ ❛♥❞ ❛❧s♦ ❞✐st✐♥❣✉✐s❤❡s t❤❡

❝❤❛♥❣❡s ♦❢ t❤❡ ♠❛r❦❡t str✉❝t✉r❡s ❞✉r✐♥❣ t❤✐s ♣r♦❝❡ss✱ ❡✳❣✳ t❤❡ ❡♥tr②✲❡①✐t ❞❡❝✐s✐♦♥✱ ♦✉ts♦✉r❝✐♥❣ ❞❡❝✐s✐♦♥✱

❛♥❞ ♣r✐❝❡ str❛t❡❣✐❡s ♠❛❞❡ ❜② ❤❡t❡r♦❣❡♥❡♦✉s ✜r♠s❀ s❡❝♦♥❞❧②✱ ✇❡ ♣r❛❝t✐❝❡ s♦♠❡ ❡♠♣✐r✐❝❛❧ t❡sts t♦ ♦✉r t❤❡♦r❡t✐❝❛❧ ♣r❡❞✐❝t✐♦♥s✱ ❛♥❞ t❤❡ r❡❧❛t✐♦♥ ❜❡t✇❡❡♥ t❤❡ ♦✉ts♦✉r❝✐♥❣ ❛♥❞ ♠❛r❦✉♣s ✐s ❡♠♣✐r✐❝❛❧❧② t❡st❡❞ ❢♦r t❤❡ ✜rst t✐♠❡✳

❲✐t❤ t❤❡s❡ ❢❡❛t✉r❡s✱ ✇❡ ❡st✐♠❛t❡ ♦✉r ♠♦❞❡❧ ✉s✐♥❣ ♣❛♥❡❧ ❞❛t❛ ❢♦r t❤❡ ❯✳❙✳ ✜r♠s✳ ❲❡ ❤❛✈❡ t❤❡ ❢♦❧❧♦✇✐♥❣

❤②♣♦t❤❡s✐s ❛♥❞ ✇❡ ♣r♦✈✐❞❡ ❡♠♣✐r✐❝❛❧ ❧✐♥❦s ❢♦r t❤❡s❡ ❝♦♥❥❡❝t✉r❡s✿

(10)

❈♦♥❥❡❝t✉r❡ ✶✳ ❆ ❞❡❝r❡❛s❡ ✐♥ ✈❛r✐❛❜❧❡ tr❛❞❡ ❝♦sts ✐♥❝r❡❛s❡s t❤❡ s❤❛r❡ ♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉ts ❛♥❞ ✐♥❝r❡❛s❡s t❤❡ ♥✉♠❜❡r ♦❢ ✐♠♣♦rt✐♥❣ ✜r♠s✿ ♥❡✇ ✐♠♣♦rt❡rs ❛r❡ ❞r❛✇♥ ❢r♦♠ t❤❡ ♠♦st ♣r♦❞✉❝t✐✈❡ ♥♦♥✲✐♠♣♦rt❡rs✳

❈♦♥❥❡❝t✉r❡ ✷✳ ❆ ❞❡❝r❡❛s❡ ✐♥ ✈❛r✐❛❜❧❡ tr❛❞❡ ❝♦sts r❛✐s❡s t❤❡ ♣r♦❜❛❜✐❧✐t② ♦❢ ✜r♠ ❡①✐t❀ ❆♥❞ ✐t ✐♥❝r❡❛s❡s t❤❡ ♠❛r❦❡t s❤❛r❡ ♦❢ ❡①✐st✐♥❣ ✐♠♣♦rt❡rs✳

❚❤✐s ✐s ❜❡❝❛✉s❡ ♦♥❧② ♠♦st ♣r♦❞✉❝t✐✈❡ ✜r♠s ❝♦✉❧❞ ❜❡♥❡✜t ❢r♦♠ t❤❡ ♣♦t❡♥t✐❛❧ ✐♠♣♦rt❡❞✲✐♥♣✉t ❝♦st r❡❞✉❝✲

t✐♦♥ ❛t t❤❡ ♠❛r❣✐♥✱ ❜❡❝❛✉s❡ ♦❢ t❤❡ ✜①❡❞ ❝♦st ♦❢ ✐♥t❡r♠❡❞✐❛t❡s ✐♠♣♦rt✐♥❣❀ ❲✐t❤ t❤❡ ♠❛r❣✐♥❛❧ ❞❡❝r❡❛s❡

♦❢ ♠❛r❣✐♥❛❧ ❝♦st✱ ❤✐❣❤ ♣r♦❞✉❝t✐✈✐t② ✜r♠s ✭✇✐t❤ ❤✐❣❤ ♠❛r❦✉♣✮ ❝❛♣t✉r❡ ♠♦r❡ ♠❛r❦❡t s❤❛r❡ ✭✐♥t❡r✲✜r♠

❡✛❡❝t✮❀

❈♦♥❥❡❝t✉r❡ ✸✳ ❆ ❞❡❝r❡❛s❡ ✐♥ ✈❛r✐❛❜❧❡ tr❛❞❡ ❝♦sts ✐♥❝r❡❛s❡s t❤❡ ♠❛r❦✉♣ ♦❢ ❡①✐st✐♥❣ ✐♠♣♦rt❡rs✱ ❞✉❡ t♦✿

✶✮ ❈♦st✲❘❡❞✉❝t✐♦♥ ❊✛❡❝t❀ ✷✮ ❈♦♠♣❡t✐t✐♦♥ ❊✛❡❝t❀ ❲❤✐❧❡ ✐t ❞❡❝r❡❛s❡s t❤❡ ♠❛r❦✉♣ ♦❢ ♥♦♥✲✐♠♣♦rt❡rs ❞✉❡

t♦ ❝♦♠♣❡t✐t✐♦♥ ❡✛❡❝t✳

❈♦♥❥❡❝t✉r❡ ✹✳ ❆ ❞❡❝r❡❛s❡ ✐♥ ✈❛r✐❛❜❧❡ tr❛❞❡ ❝♦sts ✐♥❞✉❝❡ ✜r♠ ❞②♥❛♠✐❝s ❛s ✐♥ ✶ ✫✷✱ ✇❤✐❝❤ ❧❡❛❞s t♦ ❛♥

✐♥❝r❡❛s❡ ♦❢ ❛❣❣r❡❣❛t❡ ✐♥❞✉str② ♣r♦❞✉❝t✐✈✐t② ❛♥❞ ❛✈❡r❛❣❡ ♠❛r❦✲✉♣s✳

✸ ❚❤❡♦r❡t✐❝❛❧ ❋r❛♠❡✇♦r❦

■♥ t❤✐s s❡❝t✐♦♥✱ ✇❡ ❞❡✈❡❧♦♣ ♦✉r q✉❛♥t✐✜❛❜❧❡ ♠✉❧t✐✲❝♦✉♥tr② ♠♦❞❡❧ ♦❢ ❣❧♦❜❛❧ s♦✉r❝✐♥❣ ❛♥❞ ♠❛r❦✉♣✳ ❖✉r

♠♦❞❡❧ ✐s ❜❛s❡❞ ♦♥ ❛♥ ❡①t❡♥s✐♦♥ ♦❢ ▼❡❧✐t③ ❛♥❞ ❖tt❛✈✐❛♥♦ ✭✷✵✵✽✮✳ ❇✉✐❧❞✐♥❣ ✉♣♦♥ ❍❛❧♣❡r♥ ❡t ❛❧✳ ✭✷✵✶✺✮✱

(11)

✇❡ ✐♥❝♦r♣♦r❛t❡ ❆♠✐t✐ ❡t ❛❧✳ ✭✷✵✶✹✮✬s ✇❛② t♦ ♠♦❞❡❧ t❤❡ ✜r♠✬s ❝♦st str✉❝t✉r❡ ❛♥❞ ✐ts ❝❤♦✐❝❡ t♦ ✐♠♣♦rt

✐♥t❡r♠❡❞✐❛t❡ ✐♥♣✉ts✳ ❲❡ ❡①t❡♥❞ t❤❡ ♠♦❞❡❧ ❜② ❛❞❞✐♥❣ s❡q✉❡♥t✐❛❧ ❝❤♦✐❝❡ ♦❢ ✐♠♣♦rt✐♥❣ ❛ss♦❝✐❛t❡❞ ✇✐t❤

♣r♦❞✉❝t✐✈✐t② ❛♥❞ ❛♥❛❧②③❡ ✐ts ❝♦♠♣❛r❛t✐✈❡ st❛t✐st✐❝s ❜♦t❤ ✐♥ t❤❡ s❤♦rt ❡q✉✐❧✐❜r✐✉♠ ❛♥❞ ✐♥ t❤❡ ❧♦♥❣

❡q✉✐❧✐❜r✐✉♠✳ ■♥ s❡❝t✐♦♥s ❜❡❧♦✇✱ ✇❡ ♣r❡s❡♥t t❤❡ ♠♦❞❡❧ ❛♥❞ ❞❡r✐✈❡ ❡q✉✐❧✐❜r✐✉♠ ♣r✐❝❡s✱ s♦✉r❝✐♥❣ str❛t❡❣✐❡s✱

♠❛r❣✐♥❛❧ ❝♦st ❛♥❞ ♠❛r❦✉♣s✳ ❈♦♥s✐❞❡r✐♥❣ ♦✉r ♠♦❞❡❧ ✐s s✐♠✐❧❛r ❛s ❆♠✐t✐ ❡t ❛❧✳ ✭✷✵✶✹✮✱ ✇❡ r❡❧❡❣❛t❡

❞❡r✐✈❛t✐♦♥s t♦ t❤❡ ❆♣♣❡♥❞✐① ❛♥❞ ❡①❛♠✐♥❡ ✐♥ ♠♦r❡ ❞❡t❛✐❧ t❤❡ ✐♠♣❛❝t ♦❢ ✐♥❝r❡❛s✐♥❣ ✐♠♣♦rt ♣❡♥❡tr❛t✐♦♥

♦♥ ♠❛r❦✉♣s✳

✸✳✶ ❈♦♥s✉♠❡rs ❛♥❞ ❞❡♠❛♥❞

Pr❡❢❡r❡♥❝❡s ❛r❡ ❞❡✜♥❡❞ ♦✈❡r ❛ ❝♦♥t✐♥✉✉♠ ♦❢ ❞✐✛❡r❡♥t✐❛t❡❞ ✈❛r✐❡t✐❡s ✐♥❞❡①❡❞ ❜②i ∈ Ω✱ ❛♥❞ ❛ ❤♦♠♦✲

❣❡♥❡♦✉s ❣♦♦❞ ❝❤♦s❡♥ ❛s ♥✉♠❡r❛✐r❡✳ ❆❧❧ ❝♦♥s✉♠❡rs s❤❛r❡ t❤❡ s❛♠❡ q✉❛s✐✲❧✐♥❡❛r ✉t✐❧✐t② ❢✉♥❝t✐♦♥ ❣✐✈❡♥

❜②

U =q0c+α ˆ

i∈Ω

qicdi−1 2γ

ˆ

i∈Ω

(qci)2di−1 2η(

ˆ

qicdi)2 ✭✶✮

✇❤❡r❡ qc0 ❛♥❞ qic r❡♣r❡s❡♥t t❤❡ q✉❛♥t✐t✐❡s ♦❢ t❤❡ ♥✉♠❡r❛✐r❡ ❣♦♦❞ ❛♥❞ t❤❡ ❞✐✛❡r❡♥t✐❛t❡❞ ✈❛r✐❡t② i r❡✲

s♣❡❝t✐✈❡❧②✳ ❚❤❡ ❞❡♠❛♥❞ ♣❛r❛♠❡t❡rs α✱ η✱ ❛♥❞ γ ❛r❡ ❛❧❧ ♣♦s✐t✐✈❡✳ ❚❤❡ ♣❛r❛♠❡t❡rs α ❛♥❞ η ✐♥❞❡① t❤❡ s✉❜st✐t✉t✐♦♥ ♣❛tt❡r♥ ❜❡t✇❡❡♥ t❤❡ ❞✐✛❡r❡♥t✐❛t❡❞ ✈❛r✐❡t✐❡s ❛♥❞ t❤❡ ♥✉♠❡r❛✐r❡ ❣♦♦❞✱ ❛♥❞ t❤❡ ❧❡✈❡❧ ♦❢

❝♦♠♣❡t✐t✐♦♥ ✐♥t❡♥s✐t② ❛♠♦♥❣ ❞✐✛❡r❡♥t✐❛t❡❞ ✈❛r✐❡t✐❡s✳ ❚❤❡ ♣❛r❛♠❡t❡rγ ✐♥❞❡①❡s t❤❡ ❞❡❝r❡❛s✐♥❣ r❛t❡ ♦❢

t❤❡ ♠❛r❣✐♥❛❧ ✉t✐❧✐t② ❢♦r ❡❛❝❤ ✈❛r✐❡t②✳ ●✐✈❡♥ t❤❡ ♣r✐❝❡ ❢♦r ✈❛r✐❡t② i✱ ❝♦♥s✉♠❡rs ❞❡❝✐❞❡ t❤❡✐r q✉❛♥t✐t②

❞❡♠❛♥❞ ❛s ❢♦❧❧♦✇✐♥❣s✳

qi≡Lqci = αL ηN+γ −L

γpi+ ηN ηN+γ

L

γP¯ ✭✷✮

✇❤❡r❡L❞❡♥♦t❡s t❤❡ ♣♦♣✉❧❛t✐♦♥ ♦❢ t❤❡ ❡❝♦♥♦♠②✱N ♠❡❛s✉r❡s t❤❡ ♠❛ss ♦❢ ✈❛r✐❡t✐❡s ✐♥Ω✭✇❤✐❝❤ ✐s ❛❧s♦

t❤❡ ♥✉♠❜❡r ♦❢ ❛❝t✐✈❡ ✜r♠s✮ ❛♥❞P¯ = N1 ´

i∈Ωpidi✐s t❤❡ ❛✈❡r❛❣❡ ♣r✐❝❡ ♦❢ ❛❧❧ ✈❛r✐❡t✐❡s ❡①✐st✐♥❣ ✐♥ t❤❡

♠❛r❦❡t✳ ❚❤❡ s❡tΩ✐s t❤❡ ❝♦❧❧❡❝t✐♦♥ ♦❢ t❤❡ ✈❛r✐❡t✐❡s t❤❛t ❡①✐st ✐♥ t❤❡ ♠❛r❦❡t✳ ■♥ ❛♥♦t❤❡r ✇♦r❞s✱ t❤❡

✶✵

(12)

✈❛r✐❡t② ✇❤✐❝❤ ❜❡❧♦♥❣s t♦ t❤❡ s❡tΩ ♠✉st s❛t✐s❢②

pi≤ 1

ηN+γ(γα+ηNP¯)≡pmax ✭✸✮

✸✳✷ Pr♦❞✉❝❡rs

❋♦r s✐♠♣❧✐❝✐t②✱ ✇❡ ❛ss✉♠❡ t❤❛t ✜♥❛❧✲❣♦♦❞ ✈❛r✐❡t✐❡s ❛r❡ ♣r♦❤✐❜✐t✐✈❡❧② ❝♦st❧② t♦ tr❛❞❡ ❛❝r♦ss ❜♦r❞❡rs✳

❙✐♠✐❧❛r t♦ ❆♠✐t✐ ❡t ❛❧✳ ✭✷✵✶✹✮✱ ✇❡ ♠♦❞❡❧ t❤❡ ❝♦st str✉❝t✉r❡ ♦❢ t❤❡ ✜r♠ ❛♥❞ ✐ts ❝❤♦✐❝❡ t♦ ✐♠♣♦rt

✐♥t❡r♠❡❞✐❛t❡ ✐♥♣✉ts✳ ❈♦♥s✐❞❡r ✜r♠i✱ ✐♥❞❡①❡❞ ❜② ✐ts ♣r♦❞✉❝t✐✈✐t② Ai✱ ✉s❡s ❧❛❜♦r Li ❛♥❞ ❛ ❝♦♠♣♦s✐t❡

✐♥t❡r♠❡❞✐❛t❡ ✐♥♣✉tXi t♦ ♣r♦❞✉❝❡ ♦✉t♣✉tYi ❛❝❝♦r❞✐♥❣ t♦ t❤❡ ♣r♦❞✉❝t✐♦♥ ❢✉♥❝t✐♦♥✿

Yi=AiXiφLi1−φ ✭✹✮

❚❤❡ ❝♦♠♣♦s✐t❡ ✐♥t❡r♠❡❞✐❛t❡ ✐♥♣✉tXi ❝♦♥s✐st ♦❢ ❛ ❜✉♥❞❧❡ ♦❢ ✐♥t❡r♠❡❞✐❛t❡ ❣♦♦❞s Xij ✐♥❞❡①❡❞ ❜② ❥ ∈

❬✵✱✶❪ ❛❣❣r❡❣❛t❡❞ ❛❝❝♦r❞✐♥❣ t♦ ❛ ❈♦❜❜✲❉♦✉❣❧❛s t❡❝❤♥♦❧♦❣②✿

Xi=Y

j

Xijδj ✭✺✮

❲❡ ❞❡♥♦t❡ t❤❡ r❡❧❛t✐✈❡ ✐♠♣♦rt❛♥❝❡ ♦❢ ❡❛❝❤ t②♣❡ ♦❢ ✐♥t❡r♠❡❞✐❛t❡ ✐♥♣✉tXij❜②δj,❛♥❞ ✐t ✐s ♥♦r♠❛❧✐③❡❞ t♦

P1

0δj = 1.❊❛❝❤ ✐♥t❡r♠❡❞✐❛t❡ ❣♦♦❞Xijt❤❛t ❜❡✐♥❣ ✉s❡❞ ❜② ✜r♠i❝❛♥ ❜❡ ♣r♦❝✉r❡❞ ✇✐t❤✐♥ ❛♥❞✴♦r ❜❡②♦♥❞

t❤❡ ❜♦r❞❡r✳ ❚♦ s✐♠♣❧✐❢② ♦✉r ❛♥❛❧②s✐s✱ ✇❡ ❛ss✉♠❡ t❤❛t ❡❛❝❤ ✜r♠ ✉s❡s ♦♥❧② ♦♥❡ t②♣❡ ♦❢ ✐♥t❡r♠❡❞✐❛t❡ ✇❤✐❝❤

❝♦✉❧❞ ❜❡ ♣✉r❝❤❛s❡❞ ❞♦♠❡st✐❝❛❧❧② ♦r ✐♠♣♦rt❡❞ ❢r♦♠ t❤❡ ❢♦r❡✐❣♥ ♠❛r❦❡t✳ Di r❡♣r❡s❡♥ts t❤❡ q✉❛♥t✐t② ♦❢

t❤❡ ❞♦♠❡st✐❝✲s♣❡❝✐✜❝ ✐♥♣✉ts ✇❤✐❝❤ ❝❛♥ ♦♥❧② ❜❡ ♣✉r❝❤❛s❡❞ ❞♦♠❡st✐❝❛❧❧②✱ ❛♥❞Mir❡♣r❡s❡♥ts t❤❡ q✉❛♥t✐t②

♦❢ ✐♥t❡r♠❡❞✐❛t❡ ✐♥♣✉ts ✇❤✐❝❤ ❝♦✉❧❞ ❜❡ s♦✉r❝❡❞ ❢r♦♠ ❜♦t❤ t❤❡ ❞♦♠❡st✐❝ ❛♥❞ ❢♦r❡✐❣♥ ♠❛r❦❡ts✳ ❚❤❡

❚❤❡ s❡t✐s ❛❧s♦ ❡♥❞♦❣❡♥♦✉s❧② ❞❡t❡r♠✐♥❡❞ ❜② t❤✐s ❡q✉❛t✐♦♥✳

✶✶

(13)

❡❧❛st✐❝✐t② ♦❢ s✉❜st✐t✉t✐♦♥ ❜❡t✇❡❡♥Di ❛♥❞Mi ✐s ❛ss✉♠❡❞ ❛s ξ✳

Xi =

D

ξ 1+ξ

i +aZ

ξ 1+ξ

i

1+ξξ

✭✻✮

■♥t✉✐t✐✈❡❧②✱a♠❡❛s✉r❡s t❤❡ ♣r♦❞✉❝t✐✈✐t② ❛❞✈❛♥t❛❣❡ ♦❢ t❤❡ ❢♦r❡✐❣♥ ✈❛r✐❡t②✳ ❆❧t❤♦✉❣❤ ♣r♦❞✉❝t✐♦♥ ✐s st✐❧❧

♣♦ss✐❜❧❡ ✇✐t❤♦✉t t❤❡ ✉s❡ ♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉ts✱ ✐♠♣♦rt❡❞ ✐♥♣✉ts ❛r❡ ✉s❡❢✉❧ ❞✉❡ t♦ ✭✐✮ t❤❡✐r ♣♦t❡♥t✐❛❧

♣r♦❞✉❝t✐✈✐t② ❛❞✈❛♥t❛❣❡a✱ ❛♥❞ ✭✐✐✮ t❤❡ ❧♦✈❡✲♦❢✲✈❛r✐❡t② ❢❡❛t✉r❡ ♦❢ t❤❡ ♣r♦❞✉❝t✐♦♥ ❢✉♥❝t✐♦♥✳ ❚❤❡ ♣r✐❝❡s

♦❢ ✐♠♣♦rt❡❞ ✐♥♣✉ts ❛♥❞ ❞♦♠❡st✐❝ ✐♥♣✉ts ❛r❡ ❞❡♠♦t❡❞ ❜②PM ❛♥❞ PD r❡s♣❡❝t✐✈❡❧②✱ ❛♥❞ ✇❡ ❛ss✉♠❡ t❤❡

✜r♠s ❛r❡ ♣r✐❝❡ t❛❦❡rs ✐♥ t❤❡s❡ ✐♥♣✉t ♠❛r❦❡ts✳

❆ ✜r♠ i ♥❡❡❞s t♦ ♣❛② ✜①❡❞ ❝♦stsfi ✐♥ ♦r❞❡r t♦ ✐♠♣♦rt ✐♥t❡r♠❡❞✐❛t❡ j✳ ❚❤❡ ♣r❡s❡♥❝❡ ♦❢ ✜①❡❞ ❝♦sts

❤❛✈❡ ❜❡❡♥ ❢♦✉♥❞❡❞ ❡♠♣✐r✐❝❛❧❧② ❛♥❞ ❤❛✈❡ ❜❡❡♥ ✇✐❞❡❧② ❛ss✉♠❡❞ ✭❆♠✐t✐ ❡t ❛❧✳ ✷✵✶✹❀ ❆♥tr❛s ❡t ❛❧✳ ✭✷✵✶✼✮❀

●♦♣✐♥❛t❤ ❛♥❞ ◆❡✐♠❛♥ ✭✷✵✶✹✮❀ ❍❛❧♣❡r♥ ❡t ❛❧✳ ✭✷✵✶✺✮✮✳ ❋♦❧❧♦✇✐♥❣ t❤✐s s❡tt✐♥❣✱ ✇❡ ❝♦♠♣✉t❡ t❤❡ ✈❛r✐❛❜❧❡

❝♦st ✐♥❞❡① ❢♦r t❤❡ ✐♠♣♦rt❡rs ❛♥❞ ♥♦♥✲✐♠♣♦rt❡rs ❛s ❢♦❧❧♦✇✐♥❣s✳

Vi=









"

1 +τ

mPM f

a

1 1+ξ#1+ξ

importer

1 + (PM d)

1 1+ξ1+ξ

non−importer

✭✼✮

✇❤❡r❡PM f ❛♥❞PM d❛r❡ t❤❡ ♣r✐❝❡s ❢♦r t❤❡ ❢♦r❡✐❣♥ ❛♥❞ ❞♦♠❡st✐❝ ✐♥t❡r♠❡❞✐❛t❡s r❡s♣❡❝t✐✈❡❧②❀τm❝❛♣t✉r❡s t❤❡ tr❛❞❡ ❝♦st ❢r♦♠ ♣✉r❝❤❛s✐♥❣ t❤❡ ❢♦r❡✐❣♥ ✐♥t❡r♠❡❞✐❛t❡s✳

▲❡tBi≡h 1 +a

τmP▼❢

P▼❞

1−ξi 1

1−ξ ✱ ✇❤✐❝❤ r❡♣r❡s❡♥ts t❤❡ r❡❧❛t✐✈❡✲❝♦st✲❛❞❥✉st❡❞ q✉❛❧✐t②✲❡♥❤❛♥❝✐♥❣ ❢❛❝✲

t♦r ♦❢ ✐♠♣♦rt✐♥❣ t②♣❡✲❥ ✐♥t❡r♠❡❞✐❛t❡s✱ ❛♥❞D ≡(1−φW )1−φ(φ1)φ✱ t❤❡ ♠❛r❣✐♥❛❧ ❝♦st ❢♦r ✜r♠i✐s ❝♦♠♣✉t❡❞

❛s✿

cii( W

1−φ)1−φ(1

φ)φViφiViφ

D

✇❤❡r❡W ♠❡❛s✉r❡s t❤❡ ❞♦♠❡st✐❝ ✇❛❣❡ r❛t❡✱ ❛♥❞ϕi ✐s ✐♥✈❡rs❡ ♣r♦❞✉❝t✐✈✐t② ♦❢ ✜r♠i✱ ✇❤✐❝❤ ✐s ❛ss✉♠❡❞

t♦ ❢♦❧❧♦✇ ❛ P❛r❡t♦ ❞✐str✐❜✉t✐♦♥✱ ✐✳❡✳ ϕ∼

ϕ ϕ

k

✇✐t❤ s✉♣♣♦rt[0, ϕ]✳

❘❡❝❛❧❧ t❤❛t t❤❡ ♣r♦❞✉❝✈✐t✐✈✐t② ❧❡✈❡❧ ❢♦r ✜r♠i✐s ❞❡♥♦t❡❞ ❛sAi✱ t❤✉sϕi=A1

i

✶✷

(14)

❆s t❤❡ t❡r♠D ✐s ✐❞❡♥t✐❝❛❧ ❛❝r♦ss ❛❧❧ t❤❡ ✜r♠s✱ t❤✉s t❤❡ ✜r♠s ♦♥❧② ❞✐✛❡r ✐♥ t❤❡✐r ♣r♦❞✉❝t✐✈✐t② ❧❡✈❡❧s

❛♥❞ t❤❡ t❡r♠Vi✱ ❞❡♣❡♥❞✐♥❣ ♦♥ ❤♦✇ ♠✉❝❤ t❤❡ ❢♦r❡✐❣♥ ✐♥♣✉ts t❤❡② ✉s❡✳

■♥ ❛ ❝❧♦s❡❞ ❡❝♦♥♦♠②✱ ✜r♠i♦♥❧② s♦✉r❝❡s ❢r♦♠ t❤❡ ❞♦♠❡st✐❝ ♠❛r❦❡t s♦ t❤❡ ♣r♦✜t ♠❛①✐♠✐③❛t✐♦♥ ♣r♦❜❧❡♠

✐s✿

M axpiπD= (pi−ci)∗qi

Pr♦✜t ♠❛①✐♠✐③❛t✐♦♥ ✐♠♣❧✐❡s t❤❡ ❢♦❧❧♦✇✐♥❣ r❡s✉❧ts ✭s❡❡ t❤❡ ❞❡r✐✈❛t✐♦♥ ❞❡t❛✐❧s ✐♥ ❆♣♣❡♥❞✐①✮✿

p✐❉= 12(ci+cd) µ✐❉= (ci2c+cd)

i

q✐❉= L(cd−ci) r✐❉= L(cd−ci)(cd+ci)

π✐❉= L(cd−ci)2

✭✽✮

✇❤❡r❡pi(cd) =pmax =12(cmax+pmax)✱ t❤❡r❡❢♦r❡✱pmax =cd✱ ❛♥❞cd ✐s t❤❡ ❝✉t✲♦✛ ❝♦st ✈❛❧✉❡ ❢♦r t❤❡

✜r♠s t♦ ❞❡❝✐❞❡ ✇❤❡t❤❡r t♦ ❡①✐t t❤❡ ♠❛r❦❡t ❛❢t❡r ❦♥♦✇✐♥❣ t❤❡✐r ❡①❛❝t ✈❛r✐❛❜❧❡ ❝♦st✱ ✐✳❡✳ ❛❧❧ t❤❡ ✜r♠s

✇❤♦s❡ ✈❛r✐❛❜❧❡ ❝♦st ✐s ❤✐❣❤❡r t❤❛♥ t❤✐s ✈❛❧✉❡ ✇✐❧❧ ❡①✐t t❤❡ ♠❛r❦❡t✳

❆ss✉♠❡ t❤❡ ✜r♠✬s ✈❛r✐❛❜❧❡ ❝♦stc ✐s ❞r❛✇♥ ❢r♦♠ ❛ ❦♥♦✇♥ ❞✐str✐❜✉t✐♦♥G(c)✳ ❚❤❡ ❝♦st ✭♣r♦❞✉❝t✐✈✐t②✮

❝✉t✲♦✛ ✐s t❤✉s ❞❡t❡r♠✐♥❡❞ ❜② t❤❡ ❢r❡❡✲❡♥tr② ❝♦♥❞✐t✐♦♥✿

cd

ˆ

o

π(ci)dG(c) =fE ✭✾✮

▼❛ss ♦❢ s✉r✈✐✈✐♥❣ ✜r♠s ✐s ❞❡t❡r♠✐♥❡❞ ✉s✐♥❣cD ❛♥❞ t❤❡ ③❡r♦ ❞❡♠❛♥❞ ♣r✐❝❡ ❝♦♥❞✐t✐♦♥✿

cd= γα+ηNP¯

ηN+γ ✭✶✵✮

❯♥❞❡r t❤❡ ❝❛s❡ ♦❢ ❝❧♦s❡❞ ❡❝♦♥♦♠②✱ t❤❡ ✈❛r✐❛❜❧❡c❢♦❧❧♦✇s t❤❡ s❛♠❡ t②♣❡ ♦❢ ❞✐str✐❜✉t✐♦♥ ❛s t❤❡ ✐♥✈❡rs❡ ♣r♦❞✉❝t✐✈✐t②✳

✶✸

(15)

❚❤✐s ❣✐✈❡s t❤❛t

N= γ η

α−cd

cd−P¯ ✭✶✶✮

❛♥❞ t❤❡ ♠❛ss ♦❢ ❡♥tr❛♥ts ✐s

NE= N

G(cd) ✭✶✷✮

❚❤❡ ♣r♦❞✉❝t✐✈✐t② ❞✐str✐❜✉t✐♦♥ ❣✐✈❡s t❤❛t

P¯= ˆ

ω

p(ω)dω=

cd

ˆ

0

ci+cd

2 d●(ci)/G(cd) ✭✶✸✮

✸✳✸ ❖♣❡♥ ❊❝♦♥♦♠② ❊q✉✐❧✐❜r✐✉♠

✸✳✸✳✶ ❛ s❤♦rt r✉♥ ❡q✉✐❧✐❜r✐✉♠

■♥ t❤❡ s❤♦rt r✉♥✱ ✇❡ ❦❡❡♣ t❤❡ ♥✉♠❜❡r ♦❢ ❡♥tr❛♥ts NE ❛♥❞ t❤❡ ♣r♦❞✉❝t✐✈✐t② ❞✐str✐❜✉t✐♦♥G(.) ✜①❡❞✳

❚❤❡ ♥✉♠❜❡r ♦❢ s✉r✈✐✈❡❞ ✜r♠s ✐s t❤✉sN =NEG(ϕd)✱ ✇❤❡r❡ϕd✐s t❤❡ ❝✉t✲♦✛ ✈❛❧✉❡ ♦❢ ♣r♦❞✉❝t✐✈✐t②✱ ✐✳❡✳

cddViφ

D✳ ❘❡❝❛❧❧ t❤❛t t❤❡ ✐♥✈❡rs❡ ♣r♦❞✉❝t✐✈✐t② ✐s ❛ss✉♠❡❞ t♦ ❜❡ ❞r❛✇♥ ❢r♦♠ ❛ P❛r❡t♦ ❞✐str✐❜✉t✐♦♥✱

ϕ∼

ϕ ϕ

k

✇✐t❤ s✉♣♣♦rt [0, ϕ]✳ ❋♦❧❧♦✇✐♥❣ ❆♥tr❛s ❡t ❛❧✳ ✭✷✵✶✼✮✱ ✇❡ ❛ss✉♠❡ t❤❛t ✐t ✐♥❝✉rs ✜①❡❞ ❝♦st

❢r♦♠ ✐♠♣♦rt✐♥❣ ✐♥t❡r♠❡❞✐❛t❡s ❢r♦♠ t❤❡ ❢♦r❡✐❣♥ ♠❛r❦❡t ❛♥❞ t❤❡ ✐♠♣♦rt✐♥❣ ✜①❡❞ ❝♦stfmi)✐♥❝r❡❛s❡s

✐♥ϕi ✳ ❖❜✈✐♦✉s❧②✱ ✜r♠i❞❡❝✐❞❡s ✇❤❡t❤❡r t♦ ✐♠♣♦rt t❤❡ ✐♥t❡r♠❡❞✐❛t❡s ❜❛s❡❞ ♦♥ t❤❡ ❡①♣❡❝t❡❞ ♣r♦✜ts ✐t

❢❛❝❡s✳ ❙✐♠♣❧②✱ t❤❡ ✜r♠ ✇✐❧❧ ✐♠♣♦rt t❤❡ ✐♥♣✉ts ✐❢ t❤❡ ❢♦❧❧♦✇✐♥❣ ❢♦r♠✉❧❛ ✐s ❣r❡❛t❡r t❤❛♥ ③❡r♦✿ H(ϕi)≡ π(ϕi|importer)−π(ϕi|non−importer)✱ ✇❤❡r❡π(ϕi|importer) =

pfi −ϕiViφ

D

∗qfi −fmi)✇✐t❤

Viφ<1❛♥❞ π(ϕi|non−importer) =

pdi −ϕi

D

∗qid✳ ❆s ✇❡ ❛ss✉♠❡ t❤❛t t❤❡ ✜r♠ ♦♥❧② ✐♠♣♦rt ♦♥❡

t②♣❡ ♦❢ ✐♥♣✉t ❢r♦♠ ♦♥❡ ❢♦r❡✐❣♥ ❝♦✉♥tr②✱ t❤❡ ✐♥❞❡①Viφ s❤♦✉❧❞ ❜❡ ✐❞❡♥t✐❝❛❧ ❛❝r♦ss ❛❧❧ ✐♠♣♦rt✐♥❣ ✜r♠s✱

✐✳❡✳ Viφ =Vφ✱ ❛♥❞ ♥♦r♠❛❧✐③❡ Viφ = 1 ❢♦r ❛❧❧ t❤❡ ✜r♠s ✇❤✐❝❤ ❛r❡ ♥♦t ✐♠♣♦rt✐♥❣ ✐♥♣✉ts✳ ❆ss✉♠❡ t❤❡

❢♦r♠✉❧❛fmi) s❛t✐s✜❡s t❤❛t H(ϕi) ❞❡❝r❡❛s❡s ✐♥ ϕi ✳ ❆ss✉♠❡ t❤❡ ✜r♠ m ✐s ✐♥❞✐✛❡r❡♥t ✐♥ ✐♠♣♦rt✐♥❣

✐♥♣✉ts ♦r ♣✉r❝❤❛s✐♥❣ t❤❡ ✐♥♣✉ts ❞♦♠❡st✐❝❛❧❧②✱ ✐✳❡✳ H(ϕm) = 0✱H(ϕi)>0❢♦rϕi < ϕm❛♥❞H(ϕi)<0

❢♦rϕi> ϕm✳ ■♥ t❤✐s ❝❛s❡✱ t❤❡ s✉r✈✐✈❡❞ ✜r♠ ✇❤♦ ❤❛s ❧♦✇❡st ♣r♦❞✉❝t✐✈✐t② ✇♦♥✬t ❝❤♦♦s❡ t♦ ✐♠♣♦rt t❤❡

✶✹

(16)

✐♥t❡r♠❡❞✐❛t❡s✱ ✐✳❡✳ cdd

D✳ ❚❤❡♥ t❤❡ ✈❛❧✉❡ ♦❢ ϕm✐s ❞❡t❡r♠✐♥❡❞ ❜② H(ϕm) = 0✳ ❲✐t❤♦✉t ❧♦ss❡s ♦❢

❣❡♥❡r❛❧✐t② ❛♥❞ ❣❡t t❤❡ ❝❧♦s❡❞ ❢♦r♠ s♦❧✉t✐♦♥✱ ✇❡ ❛ss✉♠❡ t❤❛tfmi) =κϕi✳ ❚❤❡♥ t❤❡ ❢♦r♠✉❧❛H(ϕi)✐s s♦❧✈❡❞ ❛sH(ϕi) =

L

ϕd

D−ϕiVφ

D

2

L

ϕd

D−ϕi

D

2

−κϕi= [d(Vφ+1)ϕi](1−Vφ)ϕiD

2

−κϕi ✳ ❚❤❡♥

t❤❡ ❝r✐t✐❝❛❧ ✈❛❧✉❡ϕm✐s s♦❧✈❡❞ ❛s✿

ϕm=

d4γκ

(1Vφ)

D

2

1 +Vφ ✭✶✹✮

❖❜✈✐♦✉s❧②✱ ❢♦r t❤❡ ✜r♠s ✇❤♦s❡ ✐♥✈❡rs❡ ♣r♦❞✉❝t✐✈✐t② ✐s ❧♦✇❡r t❤❛♥ϕm ✇✐❧❧ ❝❤♦♦s❡ t♦ ✐♠♣♦rt t❤❡ ✐♥♣✉ts

❛♥❞ t❤❡ ✜r♠s ✇✐t❤ ❤✐❣❤❡r ✐♥✈❡rs❡ ♣r♦❞✉❝t✐✈✐t② ✇✐❧❧ ❝❤♦♦s❡ t♦ ✉s❡ ❞♦♠❡st✐❝ ✐♥♣✉ts ♦♥❧②✳

❋✐❣✉r❡ ✸

❉❡t❡r♠✐♥❛t✐♦♥ ♦❢N ❛♥❞ϕd

■♥ t❤❡ ♦♣❡♥ ❡❝♦♥♦♠② ❝❛s❡✱ t❤❡ ❡q✉❛t✐♦♥ ✭✶✸✮ ✐s ✇r✐tt❡♥ ❛s✿

P¯ =

ϕm

ˆ

0

ϕim

2

Vφ

Dd●(ϕ i)/G(ϕd) +

ϕd

ˆ

ϕm

ϕid

2

Dd●(ϕi)/G(ϕd) ✭✶✺✮

❆sϕ∼

ϕ ϕ

k

✱ ✇❡ ❝❛♥ s✐♠♣❧✐❢② t❤❡ ❡q✉❛t✐♦♥ ❛❜♦✈❡ ❛s✿

✶✺

(17)

P¯= (2k+ 1)

ϕk+1d + Vφ−1

ϕk+1m D

2 (k+ 1)ϕkd ✭✶✻✮

❙✉❜st✐t✉t❡ t❤❡ ❡q✉❛t✐♦♥ ❛❜♦✈❡ ✐♥t♦ t❤❡ ❡q✉❛t✐♦♥ ✭✶✶✮✱ ✇❡ ❝❛♥ ❣❡t✿

N= γ η

α−ϕd

D ϕd

D−(2k+1)[ϕk+1d +(Vφ−1)ϕk+1m ]D

2(k+1)ϕkd

✭✶✼✮

❈♦♠❜✐♥✐♥❣ ❡q✉❛t✐♦♥s ✭✶✹✮ ❛♥❞ ✭✶✼✮ ✱ ✇❡ ❝♦✉❧❞ ❣❡t t❤❡ ❢♦❧❧♦✇✐♥❣ ❡q✉❛t✐♦♥✿

N = γ η

2 (k+ 1)

α ϕd

D

2 (k+ 1)

D−(2k+ 1)

1−(1−Vφ)

2− 4γκ (1−V φ)D

2 ϕd

1+Vφ

k+1

D

✭✶✽✮

❊q✉❛t✐♦♥✶✽ s❤♦✇s t❤❛t t❤❡ ♥✉♠❜❡r ♦❢ s✉r✈✐✈❡❞ ✜r♠sN ✐s ♥❡❣❛t✐✈❡❧② ❝♦rr❡❧❛t❡❞ ✇✐t❤ t❤❡ ❝✉t✲♦✛ ✈❛❧✉❡

ϕd✳ ❘❡❝❛❧❧ t❤❛t ✇❡ ❤❛✈❡ ❛♥♦t❤❡r r❡❧❛t✐♦♥ ❜❡t✇❡❡♥ N ❛♥❞ ϕd ✱ ✐✳❡✳ NE = G(ϕN

d)✱ ✇❤✐❝❤ ❞❡♠♦♥str❛t❡s

❛ ♣♦s✐t✐✈❡ r❡❧❛t✐♦♥ ❜❡t✇❡❡♥N ❛♥❞ ϕd✳ ❚❤✉s✱ ❡q✉❛t✐♦♥s ✶✽ ❛♥❞ NE = G(ϕN

d) ✉♥✐q✉❡❧② ❞❡t❡r♠✐♥❡ t❤❡

✐♥✈❡rs❡ ♣r♦❞✉❝t✐✈✐t② ❝✉t✲♦✛ϕd ❛♥❞ ✜r♠ ♥✉♠❜❡rN ✱ ✇❤✐❝❤ ✐s ✐❧❧✉str❛t❡❞ ✐♥ ❋✐❣✉r❡ ✹ ❜❡❧♦✇✳ ❲❤❡♥ t❤❡

tr❛❞❡ ❝♦stVφ ❞❡❝r❡❛s❡s✱ t❤❡ ❝✉r✈❡ ❉✶ s❤✐❢ts ❞♦✇♥ ✭❡q✉❛t✐♦♥ ✶✽ ✮✱ t❤❡♥ t❤❡ ♥❡✇ ❡q✉✐❧✐❜r✐✉♠ s♦❧✈❡s ❛

❧♦✇❡r ❧❡✈❡❧ ♦❢ ❜♦t❤N ❛♥❞ϕd

✶✻

(18)

❋✐❣✉r❡ ✹✿ ■♥✈❡rs❡ ♣r♦❞✉❝t✐✈✐t② ❛♥❞ t❤❡ ✜r♠ ♥✉♠❜❡r✱ s❤♦rt r✉♥

❈❧❛✐♠ ✶✳ ❆ ❞❡❝r❡❛s❡ ✐♥ ✈❛r✐❛❜❧❡ tr❛❞❡ ❝♦sts r❛✐s❡s t❤❡ ♣r♦❜❛❜✐❧✐t② ♦❢ ✜r♠ ❡①✐t✳

❚❤❡ ❛✈❡r❛❣❡ ♠❛r❦✉♣ ❛❝r♦ss ❛❧❧ t❤❡ s✉r✈✐✈❡❞ ✜r♠s ✐s ❝♦♠♣✉t❡❞ ❛s✿

M¯ =

1

2+2(kk−1)+2(kk−1) V1φ −1

ϕm

ϕd

k−1

ϕd

¯ ϕ

k ✭✶✾✮

■t✬s ❡❛s② t♦ ♣r♦✈❡ t❤❛t ✐❢ t❤❡ ❝♦♥❞✐t✐♦♥

∂lnϕd

∂ln(1−Vφ)

≤1❤♦❧❞s✱ t❤❡♥ t❤❡ ❛✈❡r❛❣❡ ♠❛r❦✉♣M¯ ✐s ❞❡❝r❡❛s✐♥❣

✐♥Vφ ✳ ■♥ ❛♥♦t❤❡r ✇♦r❞s✱ ✇❤❡♥ t❤❡ tr❛❞❡ ❝♦st ❞❡❝r❡❛s❡s✱ t❤❡ ❛✈❡r❛❣❡ ♠❛r❦✉♣ ✐♥❝r❡❛s❡s✳

✸✳✸✳✷ ❛ ❧♦♥❣ r✉♥ ❡q✉✐❧✐❜r✐✉♠

■♥ ❧♦♥❣ r✉♥✱ t❤❡ ❡♥tr② ♠❛ssNE ✐s ❡♥❞♦❣❡♥♦✉s❧② ❞❡t❡r♠✐♥❡❞ ❜② t❤❡ ❡♥tr② ❝♦♥❞✐t✐♦♥ ❛♥❞ s✉♣♣❧② ♦❢ t❤❡

❡♥tr② ✜r♠s✱ ✐✳❡✳





´ϕm

o L

D

2

(ϕdVφϕi)2

dG(ϕi) +´ϕd

ϕm

L

D

2

d−ϕi)2

dG(ϕi) =fE

N=NEG(ϕd)

✭✷✵✮

■♥ t❤❡ ❆♣♣❡♥❞✐①✱ ✇❡ ✇✐❧❧ ❝❤❡❝❦ ✇❤❡t❤❡r t❤❡ ❝♦♥❞✐t✐♦♥

∂lnϕd

∂ln(1−Vφ)

1✐s ♣♦ss✐❜❧❡ t♦ ❤♦❧❞ ✇✐t❤ ❛ ♥✉♠❡r✐❝❛❧ ❡①❛♠♣❧❡✳

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