• Non ci sono risultati.

Labor Taxes and Wages: Evidence from Italy

N/A
N/A
Protected

Academic year: 2021

Condividi "Labor Taxes and Wages: Evidence from Italy"

Copied!
30
0
0

Testo completo

(1)

A joint Initiative of Ludwig-Maximilians-Universität and Ifo Institute for Economic Research

Working Papers

May 2002

Category 4: Labour Markets

A preliminary version of this paper was presented at the CESifo/ISPE conference on Labor Market Institutions and Public Regulation, Munich, October 2001

CESifo

Center for Economic Studies & Ifo Institute for Economic Research Poschingerstr. 5, 81679 Munich, Germany

Phone: +49 (89) 9224-1410 - Fax: +49 (89) 9224-1409 e-mail: office@CESifo.de

ISSN 1617-9595

¯

An electronic version of the paper may be downloaded• from the SSRN website: http://ssrn.com/abstract_id=316623

• from the CESifo website: www.CESifo.de

* We are grateful to Jonas Agell, Michael Keen, Alfons Weichenrieder and Ulrich Woiteck for comments and to Daniele Checchi and Tommaso Di Fonzo for help with the data. Financial support by the University of Padova is gratefully acknowledged. The usual disclaimer applies.

LABOR TAXES AND WAGES:

EVIDENCE FROM ITALY*

Giorgio Brunello

Maria Laura Parisi

Daniela Sonedda

(2)

CESifo Working Paper No. 715

LABOR TAXES AND WAGES: EVIDENCE FROM

ITALY

Abstract

We study the empirical relationship between labor taxation and pretax wages in Italy. We find that higher tax progressivity increases pretax wages. To explain this result, we introduce in an informal way a relative wage effect and argue that the combination of this effect with the labor supply effect dominates the wage moderation effect. We find also evidence that changes in payroll taxes are not fully absorbed by offsetting changes in the pretax wage and affect labor costs and employment. The evidence on the effect of the average income tax rate on pretax wages is more mixed, but it also points to the presence of some degree of real wage resistance. Finally, we find significant differences in the relationship between labor taxes and pretax wages by age group but not by skill or region of residence.

JEL Classification: H24

Keywords: progressive taxation, wage determination, Italy.

Giorgio Brunello University of Padova

Department of Economic Science Via del Santo 33

35100 Padova Italy

Brunello@decon.unipd.it

Maria Laura Parisi University of Padova Department of Economic

Science Via del Santo 33

35100 Padova Italy

Daniela Sonedda University College London

Gower Street London WC1 E6 BT

(3)

 W?|hL_U|L?

 Ai hLM*i4

M*U €?@?Ui tL*|L?t |L } ?i4T*L)4i?| ? ,hLTi @i Lu|i? Mii? @_LU@|i_ _h?} |i T@t| )i@ht `| ?i4T*L)4i?| UL?Ui?|h@|i_ @4L?} |i )L?} @?_ ?t!**i_c | @t Mii? t}}it|i_ |@| |i hi_U|L? Lu tLU@* tiUh|) UL?|hM|L?t uLh *L @}i i@h??}tc €?@?Ui_ M) @ U@h ML? |@ c UL*_ )i*_ @ _LM*i __i?_c |i hi_U|L? Lu ?i4T*L)4i?| @?_ |i @M@|i4i?| Lu TL**|L? Etii 5ƒhi?ti? dbb.o

 _iU*?i ? @ih@}i *@MLh |@ it hi_Uit ?i4T*L)4i?| u | }i?ih@|it *Lih Thi|@ @}it hi|@ @}it u@** u hi@* @u|ih |@ ?UL4i uhL4 ?i4T*L)4i?| @?_ *ithi t ?L| @giU|i_ Lh L?*) T@h|@**) @giU|i_ M) |i U@?}i ? @ih@}i |@ it `i? ?i4T*L)4i?| Mi?i€|t @hi ?L| |@ i_ ? @ ?L?3i_ iUL?L4)c *Lih @ih@}i *@MLh |@ it hi_Ui |i hiT*@Ui4i?| h@|Lc @?_ ?L?t @hi **?} |L @UUiT| *Lih Thi|@ @}it MiU@ti |i ?i| ?UL4i *Ltt uhL4 i4T*L)4i?| ?Uhi@tit Etii tt@h_it dbbHoc wLU!LL_ @?_ @???} dbb o

@?}it ? *@MLh |@ @|L? _L ?L| ?iUitt@h*) hi^hi |@| @ih@}i *@MLh |@ it @h) W? Th?UT*ic @ t|U uhL4 T@)hL** |L ?UL4i |@ itc }i? @ih@}i h@|itc UL*_ @giU| @}i Thitthi @?_ ?i4T*L)4i?| Ai i4ThU@* i_i?Ui |L _@|ic Liihc _Lit ?L| tTTLh| |t TLttM*|) Etii U!i** @?_ w@)@h_ dbbbo uLh @ hiUi?| hii

`i? *@MLh |@ @|L? t ?L?*?i@hc @?L|ih LTTLh|?|) t |L @h) |i _i}hii Lu *@MLh |@ ThL}hitt|) ,UL?L4U |iLh) t}}it|t |@| }ih ThL}hitt|) UL*_ hi_Ui ?i4T*L)4i?| Ai iUL?L4U ?||L? t **t|h@|i_ M) @*4uLht dbbDo 5TTLti |@| @}it @hi M@h}@?i_ Lih M) ?L?t `i? @ ?L? UL?|i4T*@|it |i TLttM*|) Lu @ @}i !ic | @t |L UL?t_ih |@| t@) uLh @ I ?Uhi@ti ? |i @u|ih |@ @}i |i

Thi|@ @}i ?Uhi@tit M) 

Dc ihi D _i?L|it |i ULiUi?| Lu hit_@*

?UL4i ThL}hittL?2 At 4T*it |@| |i i TiU|i_ i4T*L)4i?| *Ltt

5Wkh frhflhqw ri uhvlgxdo lqfrph surjuhvvlrq vxjjhvwhg e| Pxvjudyh dqg Pxv0

judyh ^4<:9` lv ghqhg dv

 @ 4  4  w

(4)

@ttLU@|i_ |L |i }ih @u|ih |@ @}i t 0

Dc ihi 0 t |i i*@t|U|)

Lu *@MLh _i4@?_ 5?Ui D  | ThL}hitti |@ @|L?c |t *Ltt t }ih | ThL}hitti |@? | ThLTLh|L?@* |@ @|L? W| uL**Lt |@|c i? *@MLh 4@h!i|t @hi ?L| TihuiU|*) UL4Ti||ic @ Uih|@? _i}hii Lu |@ ThL}hitt|) U@? Mi _ith@M*i MiU@ti | 4@!it @}i ?Uhi@tit *itt @||h@U|i |L ?L?tc | TLt|i UL?ti^i?Uit L? |i ?i4T*L)4i?| h@|i

2 hiu +ii Lu |i w|ih@|hi

W? tT|i Lu |t TLT*@h|)c |i i4ThU@* tTTLh| Lu |i i |@| ? i4T*L)4i?| U@? Mi hi_Ui_ M) U||?} @ih@}i *@MLh |@ it @t ?L| Mii? Lihi*4?} W? @ i** !?L? i4ThU@* ?it|}@|L? Lu |i U@tit Lu ,hLTi@? ?i4T*L)4i?| U@hhi_ L| ? |i 4_ bHftc i@? i| @* dbHSo __ ?L| €?_ 4U ULhhi*@|L? Mi|ii? @ih@}i *@MLh |@ it @?_ ?i4T*L)4i?| h@|it t hiUi?|*) @h}i_ M) #@ih @?_ A@Mi**? d2fffoc |t Titt4t|U hit*| UL*_ Mi i T*@?i_ M) |i u@U| |@| i@? @?_ UL@|Lht ti_ UhLtt  tiU|L? _@|@ @?_ }?Lhi_ |i ULhhi*@|L? Lu |i hi*i@?| @h@M*it Lih |4i Lhi hiUi?| t|_it M) 5U@hTi||@ dbbSoc U!i** @?_ w@)@h_ dbbboc #@ih @?_ A@Mi**? d2fffo @?_ h?i**L i| @* d2ffoc |@| ti |4i @h)?} _@|@c @i _LU4i?|i_ @ t}?€U@?| TLt |i hi*@|L?tT Mi|ii? ?i4T*L)4i?| h@|it @?_ @ih@}i *@MLh |@ it

t _tUtti_ @MLic U@?}it ? |@ ThL}hitt|)c L*_?} @ih@}i *@MLh |@ it UL?t|@?|c U@? @giU| @}i Thitthi Bi? ThUi ti||?}c U@?}it ? @}i Thitthi ?i?Ui i4T*L)4i?| @?_ ?i4T*L)4i?| Ai i t|?} i4ThU@* i_i?Ui L? |i *@MLh 4@h!i| igiU|t Lu |@ ThL}hit t|) t 4 i_ ? |i L?i @?_c wLU!LL_ @?_ @???} dbb o €?_ |@| @? ?Uhi@ti Lu |@ ThL}hitt|) hi_Uit @}i Thitthi ? |i Nk W? i4ThU@* t|_it Lu W|@*) @?_ 5i_i?c @*UL4tL? @?_ 5@h|Lh dbHeo @?_ OL*4*?_ @?_ kL*4 dbbDo @*tL €?_ i_i?Ui Lu @ ?i}@|i hi*@ |L?tT Mi|ii? |@ ThL}hitt|) @?_ @}i Thitthi 5Lhi?ti? dbb.o ThL_it uh|ih i_i?Ui L? |i TLt|i i4T*L)4i?| igiU|t Lu hi_Ui_ |@ ThL}hitt|)

zkhuh  +w, vwdqgv iru wkh pdujlqdo +dyhudjh, shuvrqdo lqfrph wd{ udwh1

(5)

? |i L|ih @?_c ii** @?_ 5)4L?t dbb o €?_ |@| |i U@?}i ? ?i4T*L)4i?| Mi|ii? |i b.ft @?_ |i bHft t @ t}?€U@?|*) ?Uhi@t?} u?U|L? Lu |i U@?}i ? 4@h}?@* |@ h@|it Lih |i t@4i

TihL_  O@?ti? i| @* dbbbo Thiti?| i4ThU@* i_i?Ui M@ti_ L? #@?t

_@|@ @?_ _t|?}t Mi|ii? M*i @?_ |i UL**@h Lh!iht Ai) €?_ |@| @ hi_U|L? Lu |@ ThL}hitt|) ?Uhi@tit |i Thi|@ @}it Lu M*i UL**@ht M| @i ?L t}?€U@?| igiU|t L? |i Thi|@ @}it Lu |i UL**@h i4T*L)iit 6?@**)c wLU!LL_ i| @* d2fffo @*tL t|_) |i #@?t U@ti @?_ tL |@| |i hi*@|L?tT Mi|ii? |@ ThL}hitt|) @?_ Thi|@ @}it t ?i}@|i uLh *L *ii*t Lu ?UL4i E@?_ t!** @?_ TLt|i uLh } *ii*t

Lu ?UL4i E@?_ t!**e

Lt| t|_it Lu |i igiU|t Lu |@ ThL}hitt|) L? @}it E@?_ i4 T*L)4i?| UL?t_ih ?L?3i_ *@MLh 4@h!i|t @?_ _iUL4TLti |i 4T@U| Lu |@ ThL}hitt|) L? Thi|@ @}it ?|L @ @}i 4L_ih@|L? igiU| @?_ @ *@MLh tTT*) igiU| t _tUtti_ @MLic |i @}i 4L_ih@|L? igiU| LU Uht MiU@tic i? |i 4@h}?@* |@ h@|i ?Uhi@titc |i ThUi Lu @ }ih |@!i L4i T@) ? |ih4t Lu uLhi}L?i i4T*L)4i?| }Lit T At @**Lt |i ?L? |L M) 4Lhi i4T*L)4i?| |hL} @}i 4L_ih@|L?c MiU@ti @ }i? u@** ? |i Thi|@ @}i *i@_t |L @ t4@**ih U@?}i ? |i @u|ih |@ @}i Etii 5ƒhi?ti? dbb.oc T22H Ai *@MLh tTT*) igiU| U@? }i?ih@|i }ih @}i Thitthi i? @? ?Uhi@ti ? |@ ThL}hitt|) hi_Uit |i tTT*) Lu Lh!?} Lhtc MiU@ti |i ?UL4i igiU| t _L4?@|i_ M) |i tMt|||L? igiU| Wu |i @}i 4L_ih@|L? igiU| Thi@*t Lih |i *@MLh tTT*) igiU|c }ih *@MLh |@ ThL}hitt|) hi_Uit Thi|@ @}it @?_ ?Uhi@tit i4T*L)4i?|

5L?i__@ d2ffo _ii*LTt @? Lih*@TT?} }i?ih@|L?t 4L_i* Lu @ ?L? 3i_ iUL?L4) ihi Lht Lu Lh! @hi @**Li_ |L @h) i?_L}i?Lt*) Ai 4L_i* t U@*Mh@|i_ uLh W|@*)c @ UL?|h) ihi ?t!**i_ Lh!iht @hi }*) ?L?3i_ @?_ U@? ti Lih|4i |L @h) |ih tTT*) Lu Lht Oih ^@?||@|i hit*|t tL |@| @? ?Uhi@ti ? ?UL4i |@ ThL}hitt |) h@tit ?L? @}itc @?_ |@| |i *@MLh tTT*) igiU| Thi@*t Lih |i @}i 4L_ih@|L? igiU|

6Vhh Qlfnhoo dqg Od|dug ^4<<<`/ s163941 7Vhh dovr Kdqvhq hw do ^4<<<`1

(6)

 h T@Tih

ih@**c Lh hi@_?} Lu |i i4ThU@* *|ih@|hi t |@| |ihi t ?L MhL@_ UL?ti?tt L? |i !i) i4ThU@* ttit `*i 4Lt| UL?|hM|L?t €?_ tL4i igiU|t Lu @ih@}i @?_ 4@h}?@* |@ h@|it L? @}it E@?_ i4 T*L)4i?|c |ihi t ?L @}hii4i?| i|ih L? |i t3i Lh L? |i _hiU|L? Lu |iti igiU|t

At i4ThU@* T@Tih @__t |L |i i t|?} *|ih@|hi @__|L?@* i _i?Ui M@ti_ L? W|@*@? _@|@ `i ti ML| T@?i* @?_ }hLTi_ _@|@ |L t|_) |i igiU|t Lu @ih@}i @?_ 4@h}?@* ET@)hL** @?_ ?UL4i |@ h@|it L? @}i Thitthic @?_ ?it|}@|i i|ih |iti igiU|t @h) M) t!**c @}i }hLT @?_ hi}L? Lu hit_i?Ui

eki) €?_?}t

h i4ThU@* €?_?}t @hi t44@h3i_ @t uL**LtG

@ U@?}it ? @ih@}i T@)hL** |@ it @hi ?L| u**) @MtLhMi_ M) Lgti| |?} U@?}it ? |i @u|ih |@ @}i @?_ @giU| ML| Thi|@ @}it @?_ i4T*L)4i?|(

M |i it|4@|i_ igiU|t Lu U@?}it ? @ih@}i ?UL4i |@ it L? Thi|@ @}it @hi 4 i_ M| L? M@*@?Ui |i i_i?Ui t}}it|t |@| @u|ih |@ @}it _L ?L| u**) Lgti| |iti U@?}it(

U }ih |@ ThL}hitt|) ?Uhi@tit Thi|@ @}it(

_ |ihi @hi t}?€U@?| _gihi?Uit ? |i hi*@|L?tT Mi|ii? *@MLh |@ it @?_ Thi|@ @}it M) @}i }hLT M| ?L| M) hi}L? Lu hit_i?Ui Lh t!**

`i @*tL €?_ |@| |i it|4@|i_ i*@t|U|) Lu Thi|@ @}it |L U@?}it ? 4@h}?@* |@ h@|itc }i? @ih@}i h@|itc t *@h}i @?_ h@?}it Mi|ii? fbb @?_  c _iTi?_?} L? |i tTiU€U@|L? Mi?} ti_ W| t _U*| |L i T*@? |t *@h}i TLt|i i*@t|U|) i U*ti*) | |i @h}4i?| |@| |i *@MLh tTT*) igiU| Thi@*t Lih |i @}i 4L_ih@|L? igiU| AihiuLhic i @__ @? @__|L?@* 4iU@?t4c |i hi*@|i @}i igiU|c @?_ _itUhMi L | U@? UL?|hM|i |L ThL_U?} |i @MLi hit*|t

hi) T|c i? ?__@*t @?_ ?L?t U@hi @ML| hi*@|i @}it @?_ @? ?Uhi@ti ? |@ ThL}hitt|) hi_Uit |i L? @}i @ |i @}i

(7)

4L_ih@|L? igiU|c |t hi_U|L? |h@?t*@|it ?|L *Lih hi*@|i @}itc

U U@? L?*) Mi @L_i_ M) ?Uhi@t?} @}i ThitthiD At _i@ |@|

?L?t @?_ i4T*L)iit @hi UL?Uih?i_ ?L| L?*) | |i @MtL*|i M| @*tL | |i hi*@|i @}i }Lit M@U! @| *i@t| |L ki)?it Etii B)*u@tL? @?_ w?_MiU! dbHeo  hi*@|i @}i UL?Uih? U@? @*tL Mi t|€i_ i|ih M) u@h?itt E6ih @?_ 5U4_| dbbboc }i** @?_ w?_MLh} dbbDoc !ih*Lu @?_ vi**i? dbbfo @?_ t@*_ dbbfo Lh M) i?) UL?t_ih@|L?t E*@h! @?_ t@*_ dbbSo

D |*?i

Ai T@Tih t Lh}@?3i_ @t uL**Lt 5iU|L? 2 ?|hL_Uit |i i4ThU@* tTiU€U@|L? @?_ 5iU|L? Thiti?|t |i _@|@ Ai i4ThU@* hit*|t @hi Thiti?|i_ ? 5iU|L? e @?_ _tUtti_ ? 5iU|L? D L?U*tL?t uL**L

2 Ai ,4ThU@* 5TiU€U@|L?

`i uL**L wLU!LL_ @?_ @???} dbb oc OL*4*?_ @?_ kL*4 dbbDo @?_ wLU!LL_ i| @* d2fffo @?_ ti |i uL**L?} @}i i^@|L? ? |i i4ThU@* @?@*)tt

*?  *? ^ ' sn k*?E n |e n k2*?E  | n k *?  n ke*?  n " E

ihi  t |i Thi|@ Lh*) @}ic }hLtt Lu ?UL4i |@ it M| ?i| Lu

T@)hL** |@ itc ^ t |i L|T| ThUic |e t |i T@)hL** |@ i_}ic _i€?i_

@t |i h@|L Lu T@)hL** |@ it |L Thi|@ @}itc | t |i @ih@}i ?UL4i |@ c _i€?i_ @t |i h@|L Lu ?UL4i |@ it |L Thi|@ @}itc E  | t |i @ih@}i ?UL4i |@ hi|i?|L? h@|ic D t |i ULiUi?| Lu hit_@* ?UL4i ThL}hittL?c Lh ti*iU|i_ 4i@thi Lu |@ ThL}hitt|)c  t |i

?i4T*L)4i?| h@|ic  t uLh |i ?__@*c s t @? ?__@* € i_ igiU|

@?_ " t |i h@?_L4 ihhLh |ih4

At *L}*?i@h hi*@|L?tT U@? Mi _ihi_ uhL4 @ t|@?_@h_ @}i M@h }@??} 4L_i*c ihi ?L?t @?_ i4T*L)iht M@h}@? Lih |i @}i @?_

8Vhh Euxqhoor dqg Vrqhggd ^5335` iru d wkhruhwlfdo prgho ri wkh uhodwlyh zdjh

hhfw1

(8)

|i i4T*L)ih LTih@|it @ LMM #L}*@t |iU?L*L}) @?_ ULLtit i4T*L) 4i?| |L 4@ 43i ThL€|t W| @t |i @_@?|@}i Lu @?} Mii? ti_ ? ThiLt i4ThU@* Lh!c U u@U*|@|it |i UL4T@htL? Lu i4ThU@* hit*|t

W? |t ti|Tc  t |i Thi|@ @}i ?i| Lu T@)hL** |@ it At @}i

t hi*@|i_ |L |i |L|@* *@MLh ULt| S M) |i uL**L?} _i?||)G *? S '

*? n *?E n |e @?}it ? *@MLh |@ itc ML| @ih@}i @?_ 4@h}?@*c

_L ?L| @giU| Tih U@T|@ *@MLh ULt|t @?_ i4T*L)4i?| i? |i uL**L?} hit|hU|L?t L*_G

k '  n ||e

e( k2 k ' f( k ' f E2

`i? |i uLh4ih |L hit|hU|L?t L*_c i t@) |@| |ihi t ?L hi@* @}i hitt|@?Ui |L U@?}i ? @ih@}i *@MLh |@ it

Ai #@|@

`i ?it|}@|i |i hi*@|L?tT Mi|ii? *@MLh |@ it @?_ Thi|@ @}it ? W|@*) M) t?} |L _@|@ ti|tG @ T@?i* _h@? uhL4 |i bb @?_ bbD @it Lu |i thi) L? ?UL4i @?_ i@*| Lu W|@*@? LtiL*_tc U@hhi_ L| M) |i @?! Lu W|@*) E7MU` c @?_ }hLTi_ _@|@ ULih?} @ *L?}ih TihL_c uhL4 b.. |L bbDc LM|@?i_ M) UL**@Tt?} _@|@ uhL4 7MU` @?_ M) 4ih}?} |i hit*|t | L|ih tLhUit Lu ?uLh4@|L? Bi??i *L?}|_?@* ?uLh4@|L? t @@*@M*i uhL4 7MU` L?*) uhL4 bHbc @?_ i ULLti |i bb  bbD ?_L |L 4?43i @||h|L? ? |i _@|@ Ai 4@? @_@?|@}i Lu |i }hLTi_ _@|@ uhL4 b.. |L bbD t |@| |i) @**L t |L i T*L| |i |4i @h@|L? ? @ih@}i @?_ 4@h}?@* |@ h@|it |L t|_) L |iti @h@M*it @giU| |i Thi|@ @}i

Ai 7MU` thi) ULiht 4Lt| )i@ht uhL4 b.. |L bHb @?_ |i )i@ht bbc bb c bbD @?_ bbH W?__@* i@h??}t ? |t _@|@ti| @hi ?i| Lu |@ it @?_ tLU@* tiUh|) UL?|hM|L?t 6Lh i@U )i@h @?_ uLh i@U ?__@* ? |i t@4T*ic i UL4T|i Thi|@ @}it E}hLtt Lu ?UL4i |@ it M| ?i| Lu T@)hL** |@ it M) t?} |i ?uLh4@|L? L? ?UL4i |@ h@|itc |@ Mh@U!i|t @?_ |@ @**L@?Uit uhL4 |i hi*i@?| |@ *i}t*@|L? @?_ ?uLh4@|L? L? |i UL4TLt|L? Lu |i LtiL*_ Ei|ih |i ?__@* @t @ _iTi?_i?| tTLti @?_%Lh U*_hi?c t @ t?}*i T@hi?| @?_ i|ih

(9)

ti t i4T*L)i_ Lh ti*u  i4T*L)i_ uhL4 7MU`  Bi? Thi|@ @?_ ?i| @}itc i UL4T|i uLh i@U ?__@* |i hi*i@?| @ih@}i @?_ 4@h}?@* ?UL4i |@ h@|i Aiti h@|it @hi M@ti_ L? *@MLh ?UL4i L?*)c @?_ _L ?L| |@!i ?|L @UUL?| @__|L?@* ?UL4i uhL4 U@T|@* @?_ ti*u  i4T*L)4i?| 5?Ui |ihi t ?L ?__@* ?uLh4@|L? L? tLU@* tiUh|) UL?|hM|L?t T@_ M) |i i4T*L)ih @?_ M) |i i4T*L)iic i ti hi}L?@* _@|@ uhL4 |i +i}L?@* UUL?|tc |@| ULih |i TihL_ b..bbD

BhLTi_ _@|@ @hi LM|@?i_ M) UL4M??} ?uLh4@|L? uhL4 _gihi?| tLhUitG @}it @?_ ?UL4i |@ h@|it uhL4 7MU` c ?i4T*L)4i?| h@|it uhL4 |i w@MLh 6LhUi 5hi) @?_ T@)hL** |@ it uhL4 |i +i}L?@* U UL?|t ,@U Ui** ? |i _@|@ UL?|@?t |i @ih@}i @*i Lu |iti @h@M*it M) }i?_ihc i_U@|L?@* @||@?4i?|c @}i }hLTc 4@UhL @hi@ Lu hit_i?Ui @?_ )i@h `i U*@ttu) i_U@|L?@* @||@?4i?| ?|L |L U@|i}Lhitc @| *i@t| TTih tiUL?_@h) i_U@|L? E|i t!**i_ @?_ *itt |@? TTih tiU L?_@h) i_U@|L? E|i ?t!**i_ `i @*tL }hLT ?__@*t ?|L |L @}i }hLTtc |i )L?} E2f2b @?_ |i @_*|t E fDb @?_ ? |hii 4@UhL @hi@t Lu hit_i?Ui ELh|c i?|ih @?_ 5L|

`*i ?uLh4@|L? L? ?i4T*L)4i?| h@|it @?_ T@)hL** |@ it t @@* @M*i uLh |i i?|hi TihL_ b..  bbDc @}it @?_ |@ h@|it @hi 4tt?} ? |i )i@ht i? 7MU` @t ?L| U@hhi_ L| `i |@!i U@hi Lu |iti 4tt?} @*it ? |L @)tG €ht|c @ih@}i @?_ 4@h}?@* |@ h@|it @hi *? i@h*) ?|ihTL*@|i_ t?} |i @@*@M*i _@|@ TL?|t( tiUL?_c Thi|@ @}it ? |i 4tt?} )i@ht @hi it|4@|i_ M) t?} |i h@|i Lu }hL| Lu hi}L?@* Thi|@ @}itc U @hi @@*@M*i uLh |i u** TihL_ TTi?_  @| |i i?_ Lu |i T@Tih ThL_it @__|L?@* |iU?U@* _i|@*t L? |t tti

6}hi  }it @ t44@h) _itUhT|L? Lu |i _@|@ Ai €ht| T@?i* Lu |i €}hi tLt |@| |i ?i4T*L)4i?| h@|i @t ?Uhi@ti_ _h?} |i t@4T*i TihL_c itTiU@**) @4L?} |i ?t!**i_ t @ UL?ti^i?Uic |i hi*@|i ?t!**i_ ?i4T*L)4i?| h@|i @t hti? uhL4 *itt |@? fD ? b.. |L @ML|  ? bbD L4?@* }hLtt @}it M) t!** @i @*tL ?Uhi@ti_ Etii T@?i* 2c @?_ |i @MtL*|i }@T Mi|ii? t!**i_ @?_ ?t!**i_ @}it @t }ih ? bbD |@? ? b.. @?i* tLt |@| @ih@}i ?UL4i |@ it @i ?Uhi@ti_ t@hT*) uhL4 b.. |L |i i@h*) i}|it @?_ L?*) 4*_*) |ihi@u|ih *i@h*)c |i t!**i_ @i }ih @ih@}i ?UL4i |@ h@|itc @?_

(10)

all workers, by skill

year

unempl. rate - skilled unempl. rate - unskilled

75 80 85 90 95 .05

.1 .15

year

net wage - skilled net wage - unskilled

75 80 85 90 95 0 10000 20000 30000 year

avg. income tax - skilled avg. income tax - unskilled

75 80 85 90 95 .05 .1 .15 .2 year

progressivity - skilled progressivity - unskilled

75 80 85 90 95 .84 .86 .88 .9 .92 6}hi G ) t!**

|i @MtL*|i }@T | |i ?t!**i_ @t t*}|*) ?Uhi@ti_ ? |i bbft 6?@**)c |i iL*|L? Lu |@ ThL}hitt|) t **t|h@|i_ ? |i *@t| T@?i* Lu |i €}hi

W?UL4i |@ h@|it ? W|@*) ihi @*4Lt| ThLTLh|L?@* MiuLhi |i tiiT ?} €tU@* hiuLh4 Lu b.ec U ?|hL_Ui_ t|iiT*) ht?} 4@h}?@* |@ h@|it At hiuLh4 @t uL**Li_ M) @ t}?€U@?| U| ? |i T@)hL** |@

i_}i ? b.SS W? |i i@h*) bHftc |L_}|t ?@|L? ?Uhi@ti_ t}

?€U@?|*) |i @ih@}i |@ h@|i @?_ |@ ThL}hitt|) t hi4@h!i_ M) B@@33 @?_ 5T@i?|@ dbHHo

_11wkh lqdwlrq lqgxfhg lqfuhdvh lq wkh dyhudjh wd{ udwh zdv vxfk wkdw wkh zhgjh ehwzhhq wkh frvw ri oderu iru hqwhusulvhv dqg wdnh0krph sd| dfwxdoo| lqfuhdvhg lq wkh shulrg/ lq vslwh ri wkh vxevwdqwldo fxw lq frqwulexwlrqv1111% +s147:,

5?Ui €tU@* _h@} @t hitTL?tM*i Lu @ t@hT ?Uhi@ti ? |i |@ Mh_i? Lu i4T*L)iitc ?L?t t|@h|i_ |L ?i}L|@|i | |i }Lih?4i?| ML| |i

9Vhh Euxqhoor hw do ^5334` iru d ghwdlohg glvfxvvlrq1

(11)

all workers, by age group

year

unempl. rate - adults unempl. rate - young

75 80 85 90 95 0 .1 .2 .3 year

net wage - adults net wage - young

75 80 85 90 95 0 10000 20000 30000 year

avg. income tax - adults avg. income tax - young

75 80 85 90 95 .08 .1 .12 .14 .16 year

progressivity - adults progressivity - young

75 80 85 90 95 .85

.9 .95

6}hi 2G M) @}i

hit|||L? Lu |i _h@} @?_ 4i@thit |@| UL*_ hi_Ui |i ThL}hitt|) Lu ?UL4i |@ @|L? Aiti 4i@thit ihi ii?|@**) 4T*i4i?|i_ @?_ ThL}hitt|) @t }i?ih@**) *Lih ? |i *@|i bHft |@? ? |i bH2 Ti@! Ai ?i | _iU@_i t@ @ hi|h? Lu ThL}hitt|) |L @ ?i Ti@! ? bb @?_ @ t*}| _iU*?i |ihi@u|ih

6}hi 2 Thiti?|t t4*@h i_i?Ui M) @}i }hLT `i ?L|Ui |@| )L| ?i4T*L)4i?| t 4U }ih |@? @_*| ?i4T*L)4i?| Lih |i i?|hi t@4T*i TihL_  } }@T ? |i ?i4T*L)4i?| h@|i @t Mii? @UUL4T@?i_ M) @? ?Uhi@t?} }@T ? |i @}i _gihi?|@* Mi|ii? |i @_*|t @?_ |i )L?} `*i ?UL4i |@ ThL}hitt|) _Lit ?L| @h) t}?€U@?|*) @UhLtt |i |L }hLTtc @ih@}i ?UL4i |@ it T@_ M) |i )L?} @i _iU*?i_ t?Ui |i *@|i bHft @?_ |ih }@T | |i |@ h@|it T@_ M) |i @_*|t @i ?Uhi@ti_

6?@**)c 6}hi tLt |i iL*|L? Lu |i @ih@}i T@)hL** |@ i_}i uhL4 b..c t| @u|ih |i fI U| Lu b.Sc |L bbD `| |i i U*tL? Lu |i ui )i@ht @| |i t|@h| Lu |i t@4T*ic |i i_}i ?Uhi@ti_ M) U*Lti |L f TL?|t uhL4 @ML| feD |L @ML| fDD

(12)

pay roll t a x year 75 80 85 90 95 .4 .45 .5 .55

6}hi G |i @ih@}i T@)hL** |@ h@|i

e+it*|t

`i t|@h| Lh i4ThU@* @?@*)tt M) it|4@|?} E L? |i bb bD T@?i*

6ht|c i i*4?@|i |i ?__@* € i_ igiU| s M) |@!?} €ht| _gih

i?Uit( tiUL?_c i @__ |L |i i T*@?@|Lh) @h@M*it @__|L?@* UL?|hL*tc ?U*_?} }i?_ihc 4@h|@* t|@|tc @}i @?_ i_U@|L? `i @*tL ?U*_i LU

UT@|L?c tiU|Lh Lu @U||)c €h4 t3i @?_ hi}L? Lu hit_i?Ui _44it.

Aiti _44it u**) U@T|hi |i _gihi?Uit ? *LU@* *@MLh 4@h!i| UL? _|L?tc ?U*_?} |Lti ? |i ?i4T*L)4i?| h@|i 5?Ui T@)hL** |@ it ? Lh _@|@ @hi L?*) @@*@M*i @t hi}L?@* @ih@}itc |ih igiU|t L? ? __@* @}it U@??L| Mi tiT@h@|i*) _i?|€i_ L?Ui i ?U*_i hi}L?@* _44it ? |i hi}hittL?

Ai _iTi?_i?| @h@M*i t |i U@?}i ? |i Thi|@ E*L} Lh*) @}ic LM|@?i_ M) __?} |i @??@* @}i M) |L|@* Lht Lh!i_ E_i€?i_ @t ii!*) Lht M) ?4Mih Lu ii!t M) ?4Mih Lu 4L?|t Lu i4T*L)4i?| ) UL?t|hU|L?c tLU!t |L ?__@* Thi|@ Lh*) @}it @giU| ML| |@ ThL}hitt|) @?_ |i @ih@}i ?UL4i |@ hi|i?|L? h@|i E  | Ai

:Zh xvh uhjlrq ri uhvlghqfh lq 4<<61

(13)

i?_L}i?i|) Lu |i Uhhi?| U@?}it ? |@ ThL}hitt|) @?_ ? |i hi|i?

|L? h@|i hi^hit |@| i ti ?t|h4i?|@* @h@M*itH h ti*iU|i_ ?

t|h4i?|t ?U*_i |i bb |L bb U@?}it ? ML| @h@M*itc UL4T|i_ uhL4 }hLTi_ _@|@ `i @*tL @__ |i U@?}i ? @ _44) ?_U@|?} |i Thiti?Ui Lu @ _iTi?_i?| tTLti ? |i LtiL*_c |i U@?}i ? @ _44) ?_U@|?} i|ih |i LtiL*_ @t ThU@ti_ @ *ui ?th@?Uic @ Th@|i i@*| ?th@?Ui Lh @ Th@|i Ti?tL? tUi4ic @?_ @ _44) ?_U@|?} i|ih |i ?__@* @t @_ 4i_U@* Lh UL**i}i i Ti?tit ? bb  ** |iti @h@M*it @giU| |@ _i_U|L?t @?_ ?UL4i |@ h@|it |L| @?) LMLt igiU| L? |i Lh*) @}i

W?t|h4i?| @*_|) t |it|i_ | |i 5@h}@? Uh|ihL?c @ 4ttTiU€ U@|L? |it| Lu i|ih @__|L?@* ?t|h4i?|t U@? Mi L4||i_ uhL4 |i iU|Lh Lu i T*@?@|Lh) @h@M*it Ai ^@*|) Lu ?t|h4i?|t t |it|i_ | |i L?_ |it|c @? 6 |it| Lu |i @__|L?@* ?t|h4i?|t ? |i hi}hittL? Lu i@U i?_L}i?Lt @h@M*i L? |i u** *t| Lu ?t|h4i?|t

5?Ui Lh _@|@ @i @ hi}L?@* _4i?tL?c tT@|@* igiU|t @hi *!i*) |L Mi 4TLh|@?| `i |it| 4L_i* 4ttTiU€U@|L? _i |L tT@|@* _iTi?_i?Ui ? |i uLh4 Lu tT@|@* @|LULhhi*@|L? | Lh@?<t W |it| Ai |iU?U@* _i|@*t L? |i UL?t|hU|L? Lu |t |it| @hi ? TTi?_  @| |i i?_ Lu |i T@Tih

h 4@? hit*|t @hi hiTLh|i_ ? A@M*i c U tLt ML| |i it|

4@|i_ ULiUi?|t @?_ |i 4T*i_ @}i i*@t|U|) Lu i@U |@ @h@M*ib

Ai 5@h}@? Uh|ihL? U*i@h*) hiiU|t |i )TL|itt Lu 4ttTiU€U@|L? L| hiTLh|i_ ? |i |@M*ic |i L?_ |it|t t}}it| |@| |i ti*iU|i_ ?t|h4i?|t @hi t}?€U@?|*) ULhhi*@|i_ | i@U i?_L}i?Lt @h@M*i 6?@**)c Lh@?<t W U@??L| hiiU| |i ?** )TL|itt Lu ?L tT@|@* hit_@* _iTi?_i?Uic U t}}it|t |@| TL|i?|@* hi}L?@* ULhhi*@|L? @t Mii? tUi?|*) U@T|hi_ M) Lh i T*@?@|Lh) @h@M*it

`i €?_ |@| }ih 4@h}?@* |@ itc }i? |i hi|i?|L? h@|ic t}?€ U@?|*) ?Uhi@ti |i Thi|@ @}i  t4*@h hit*| L*_t @*tL uLh @ih@}i |@ itc }i? |@ ThL}hitt|) Ai it|4@|i_ ULiUi?|t @ttLU@|i_ |L |i U@?}i ? |i @ih@}i |@ hi|i?|L? h@|i @?_ |L |i U@?}i ? |@

;Vhh Juxehu ^4<<:` iru d glvfxvvlrq1

<Wkhvh hodvwlflwlhv duh frpsxwhg xvlqj wkh vdpsoh dyhudjhv ri  dqg w lq 4<<81

(14)

A@M*i G WV it|4@|it Lu E M@ti_ L? T@?i* _@|@ Ebb bD #iTi?_i?| @h@M*iG |L  )i@h U@?}i ? *L} Lh*) Thi|@ @}i

LiUi?| {2*?E  A@ 2Sb EHH {2*? T 2S2EH.. # f. #2   JKr 22 -2 2HD 7  S U DSH

Qrwh= Hdfk uhjuhvvlrq lqfoxghv d frqvwdqw/ lqglylgxdo djh dqg pdulwdo vwd0 wxv/ soxv jhqghu/ sduw wlph/ hgxfdwlrq/ uhjlrq/ rffxsdwlrq/ up vl}h/ vhfwru gxpplhv1 Dgglwlrqdo lqvwuxphqwv duh wkh fkdqjhv lq wkh dyhudjh uhwhqwlrq udwh ehwzhhq 4<<4 dqg 4<<6/ lq wd{ surjuhvvlylw| ehwzhhq 4<<4 dqg 4<<6 dqg ehwzhhq 4<;< dqg 4<<4/ frpsxwhg iurp jurxshg gdwd/ wkh fkdqjhv lq wkh qxpehu ri ghshqghqw fkloguhq/ lq d gxpp| lqglfdwlqj zkhwkhu wkh vsrxvh lv ghshqghqw/ lq gxpplhv lqglfdwlqj zkhwkhu wkh krxvhkrog kdv sxufkdvhg d olih lqvxudqfh/ d sulydwh khdowk lqvxudqfh ru d sulydwh shqvlrq vfkhph/ dqg d gxpp| vkrzlqj phglfdo dqg froohjh h{shqvhv lq 4<<61 Urexvw vwdqgdug hu0

uruv zlwklq sduhqwkhvhv1 # Gdyhudjh lqfrph wd{ hodvwlflw| ri wkh jurvv zdjh>

#2 Gpdujlqdo lqfrph wd{ hodvwlflw| ri wkh jurvv zdjh1 U G ydoxh ri Prudq*v L

vwdwlvwlf/ zklfk kdv d E glvwulexwlrq1 Wkh fulwlfdo ydoxh ri wkh whvw dw 8(

lv 61;71 7 G S0 ydoxh ri wkh Vdujdq whvw iru wkh ydolglw| ri lqvwuxphqwv1

ThL}hitt|) @hi ?L| t}?€U@?|*) _gihi?| uhL4 i@U L|ih E@*i Lu |i |it|G fSH AihiuLhic @?_ UL?_|L?@* L? 4@h}?@* |@ itc U@?}it ? @ih@}i *@MLh |@ h@|it _L ?L| t}?€U@?|*) @giU| U@?}it ? Thi|@ Lh*) @}it E|i 4T*i_ i*@t|U|) t i^@* |L ff. ? |i L|ih @?_c U@?}it ? |i 4@h}?@* |@ h@|ic }i? @ih@}i |@ itc @i @ *@h}i @?_ t}?€U@?| TLt|i igiU| L? Lh*) @}i U@?}it E|i 4T*i_ i*@t|U|) t i^@* |L  

Ai i_i?Ui ? A@M*i  t M@ti_ L? |i UhLtt  tiU|L?@* @h@|L? Lu U@?}it ? |@ @|L? @?_ U@?}it ? Lh*) @}it Aiti U@?}it ULih

(15)

@ tLh| TihL_ Lu |4i E|L )i@htc i? |@ h@|it i M|i_ hi*@|i*) *||*i @h@|L? Ai *L?}|_?@* _@|@ti| UL*_ Mi i |i?_i_ M@U!@h_ |L

bHb @?_ uLh@h_ |L bbH @| |i ThUi Lu t}?€U@?| @||h|L?f  4Lhi

@TTi@*?} @*|ih?@|i t |L ti }hLTi_ @??@* _@|@ uhL4 b.. |L bbD W? |iti _@|@c i@U Ui** UL?|@?t @ih@}i @*it U*@tt€i_ M) )i@hc }i?_ihc @}i }hLTc 4@UhL @hi@ Lu hit_i?Ui @?_ i_U@|L?@* @||@?4i?| `i @i

?uLh4@|L? L? Thi|@ @?_ ?i| @??@* @}itc |i ?i4T*L)4i?| h@|ic

|i @ih@}i @?_ |i 4@h}?@* TihtL?@* ?UL4i |@ h@|i ?i 4TLh|@?| 4T*U@|L? Lu t?} @??@* h@|ih |@? Lh*) @}it t |@| U@?}it ? @??@* @}it ?ULhTLh@|i @*tL U@?}it ? @??@* Lh!i_ Lht

`i it|4@|i |i i4ThU@* 4L_i* Ec | |i U@i@| |@| |i tM tUhT|  t ?L uLh |i Ui** h@|ih |@? uLh |i ?__@* +@|ih |@? |@!?} €ht| _gihi?Uitc i U@T|hi |i Ui** tTiU€U € i_ igiU| | }i? _ihc i_U@|L?c @}i @?_ @hi@ _44it @?_ it|4@|i |L @*|ih?@|i i4 ThU@* tTiU€U@|L?t W? |i uLh4ih tTiU€U@|L? i hi}hitt Ui**  tTiU€U @??@* @}it L? Ui**  tTiU€U hi|i?|L? h@|itc |@ ThL}hitt|) @?_ ? i4T*L)4i?| h@|it @?_ 4L_i* @}}hi}@|ic hi}L?c @}i @?_ t!** tTiU€U igiU|t | |4i _44it @?_ ?|ih@U|L?t Lu |iti _44it | hi }L? Lu hit_i?Uic i_U@|L?@* @||@?4i?| @?_ @}i 5?Ui T@)hL** |@ it @hi @@*@M*i L?*) @| |i hi}L?@* *ii*c |iti _44it U@T|hi @*tL |i 4T@U| Lu T@)hL** |@ it L? Thi|@ @}it

W? |i *@||ih tTiU€U@|L?c i @__ *@}}i_ T@)hL** |@ h@|it2 |L |i

*t| Lu hi}hittLht @?_ 4L_i* |i hi4@??} @}}hi}@|ic hi}L?c @}i @?_ t!** tTiU€U igiU|t | @ *?i@h @?_ @ ^@_h@|U |hi?_ @?_ | |i ?|ih@U|L?t Lu |iti |hi?_t | hi}L?c i_U@|L?@* @?_ @}i _44it Ai tiUL?_ tTiU€U@|L? @**Lt t |L _i?|u) |i igiU| Lu T@)hL** |@ it @| |i ThUi Lu 4TLt?} hit|hU|L?t L? |i t@Ti Lu @}}hi}@|ic hi}L?c @}i @?_ t!** tTiU€U igiU|t

) UL?t|hU|L?c ?UL4i |@ h@|it @?_ Ui**  tTiU€U ?i4T*L)4i?| h@|it  @hi i?_L}i?Lt  _t@_@?|@}i Lu |i *L?}ih tT@? Lu |4i t |@| 4Lt| Lu |i @h@M*it ti_ @t ?t|h4i?|t ? A@M*i  @hi ?L| @@*@M*i

43Wkh lqfoxvlrq ri 4<<4 zrxog uhgxfh wkh vdpsoh vl}h iurp 5566 wr 4983 lqglylgxdov1 44Vlqfh krxuv ri zrun duh qrw dydlodeoh lq wkh uvw sduw ri wkh vdpsoh/ zh xvh dqqxdo

zdjhv/ wkh surgxfw ri krxuo| zdjhv e| dqqxdo zrunhg krxuv1

45Zh xvh odjjhg udwkhu wkdq fxuuhqw ydoxhv wr dyrlg hqgrjhqhlw| lvvxhv1

(16)

? @_@?|@}i t |@| i @i @ hUih *@} t|hU|hi `i i T*L| |t @_@?|@}i M) ti*iU|?} @t @__|L?@* ?t|h4i?|t |i €ht| @?_ tiUL?_ *@}t Lu |i @ih@}i ?UL4i |@ hi|i?|L? h@|ic |i €ht| *@} Lu *L} |@

ThL}hitt|) @?_ |i €ht| @?_ tiUL?_ *@} Lu *L} hi}L?@* ?i4T*L)4i?|1

A@M*i 2 tLt Lh it|4@|it uLh |i u** t@4T*ic | |i uLh4ih tTiU €U@|L? ? |i €ht| UL*4? @?_ |i *@||ih tTiU€U@|L? ? |i tiUL?_ UL*4? 5?Ui |i T@)hL** |@ t _i€?i_ @| @ }ih *ii* Lu @}}hi}@|L? |@? |i @??@* @}ic L*4? E2 hiTLh|t WV it|4@|it | t|@?_@h_ ihhLht ULhhiU|i_ uLh |i *@U! Lu ?_iTi?_i?Ui Lu ihhLht |? hi}L?t Lu hit_i?Ui Ai 5@h}@? Uh|ihL? @*@)t hiiU|t |i )TL|itt Lu 4t tTiU€U@|L? LhiLihc |i Lh@?<t W |it| U@??L| hiiU| |i ?** Lu ?L tT@|@* hit_@* _iTi?_i?Ui

L| UL*4?t ? |i |@M*i tL |@| @ }ih @ih@}i ?UL4i |@ hi|i?|L? h@|i @?_ @ *Lih h@|i Lu |@ ThL}hitt|) t}?€U@?|*) hi_Ui Thi|@ @??@* @}it Aiti €?_?}t MhL@_*) UL?€h4 |i hit*|t ? A@M*i  L4T@hi_ |L |@| |@M*i @?_ UL?_|L?@* L? 4@h}?@* |@ h@|itc i €?_ |@| U@?}it ? @ih@}i ?UL4i |@ it @i @ TLt|i @?_ t}?€U@?| igiU| L? |i Thi|@ @}ic |ihiM) t}}it|?} |i Thiti?Ui Lu hi@* @}i hitt|@?Ui `i @*tL €?_ |@| |i 4T@U| Lu 4@h}?@* |@ it L? @}i Thitthic }i? @ih@}i |@ itc t TLt|i @?_ ^@?||@|i*) t4*@h |L |@| uL?_ ? A@M*i  LhiLihc @ L?i TihUi?|@}i TL?| ?Uhi@ti ?

T@)hL** |@ @|L? t it|4@|i_ |L ?Uhi@ti *@MLh ULt|t Tih i@_ M) fe2. 

ih@**c |t i_i?Ui t}}it|t |@| ?Uhi@tit ? @ih@}i ?UL4i @?_ T@)hL** |@ it @hi L?*) T@h|@**) @MtLhMi_ M) hi_U|L?t ? |@!i L4i T@) @?_ @giU| Thi|@ @}itc *@MLh ULt|t Tih i@_ @?_ E?i4T*L)4i?|

i | i @t! i|ih |i 4T@U| Lu 4@h}?@* @?_ @ih@}i |@ it L? Thi|@ @}it @h) M) t!**c @}i @?_ hi}L? Lu hit_i?Uic ihi t!** t 4i@thi_ M) i_U@|L?@* @||@?4i?| At t _L?i M) ti*iU|?} |i i4 ThU@* tTiU€U@|L? ? |i tiUL?_ UL*4? Lu A@M*i 2 @?_ M) ?|ih@U|?} |i 4@? hi}hittLht i|ih | |i _44) L7gc i^@* |L L?i uLh Ui**t

46Wklv hodvwlflw| lv frpsxwhg dv iroorzv C oq f C oq wh @ +4 . C oq z C oq wh, wh 4 . wh D

(17)

A@M*i 2G WV it|4@|it Lu E M@ti_ L? }hLTi_ _@|@ #iTi?_i?| @h@M*iG *L} @??@* Thi|@ @}i

E E2

*?E  A@ eSDSEe  DHbDEe

*? T 2HD.EebD 2. DEeb   EffSf Effbf2b *?E n Ae3  Ebeff2 # 2bH D2e #2 bSf bb #   2e| #e  e2. JKr efH efH -2 bHS bSD 7  D  .e U fHD  .S

-e}oerrJor |4i _44it |hi?_t

Qrwh= Dgglwlrqdo lqvwuxphqwv lqfoxgh uvw dqg vhfrqg odjv ri wkh dyhudjh uhwhqwlrq udwh/ uvw odj ri orj wd{ surjuhvvlylw|/ uvw dqg vhfrqg odj ri orj uhjlrqdo xqhpsor|phqw1 Urexvw vwdqgdug huuruv lq Froxpq +4, dqg foxvwhu

dgmxvwhg urexvw vwdqgdug huuruv lq Froxpq +5, zlwklq sduhqwkhvhv1 # Gdyhu0

djh lqfrph wd{ hodvwlflw| ri wkh jurvv zdjh>#2 Gpdujlqdo lqfrph wd{ hodvwlflw|

ri wkh jurvv zdjh># = sd|uroo wd{ hodvwlflw| ri wkh jurvv zdjh>#e= sd|uroo wd{

hodvwlflw| ri wkh oderu frvw> 7 GS0 ydoxh ri wkh Vdujdq whvw iru wkh ydolglw|

ri lqvwuxphqwv1  dqg | li wkh hvwlpdwhg hodvwlflw| lv vljqlfdqwo| glhuhqw

iurp }hur dqg rqh dw wkh 43 shufhqw ohyho ri frqghqfh1 U Gydoxh ri Prudq*v

L vwdwlvwlf/ zklfk kdv dE glvwulexwlrq1 Wkh fulwlfdo ydoxh ri wkh whvw dw 8(

lv 61;71

(18)

Lu ?__@*t | *itt |@? TTih tiUL?_@h) i_U@|L? @?_ |L 3ihL L| ihtic Lh | |i _44) t LCc i^@* |L L?i u |i Ui** UL?tt|t Lu ?__@*t )L?}ih |@? f @?_ |L 3ihL L|ihtic Lh €?@**) | |i _44) 7LA Mc i^@* |L L?i uLh Ui**t Lu ?__@*t |@| *i @?_ Lh! ? |i 5L| Lu W|@*) @?_ |L 3ihL L|ihti

`i ti |i `@*_ |it| |L ihu) i|ih |i ?|ih@U|L?t Lu |iti _44it | |i |@ @h@M*it @hi L?|*) _gihi?| uhL4 3ihL A@M*i **t|h@|it |i hit*|t Ai @*it Lu |i `@*_ |it|t ? |i |@M*i tL |@| L?*) |i ?|ih@U|L?t | t LC @hi EL?|*) t}?€U@?|*) _gihi?| uhL4 3ihL AihiuLhic |ihi t i_i?Ui ? Lh _@|@ |@| |i hi*@|L?tT Mi|ii? |@ @|L? @?_ Thi|@ @}it @hit t}?€U@?|*) M) @}i }hLT M| ?L| M) t!** Lh hi}L? At hit*| t ? *?i | |i €?_?}t M) wLU!LL_ @?_ @* d2fffoc L tL |@| ? |i #@?t _@|@ |ihi @hi t}?€U@?| _gihi?Uit M) ?UL4i *ii* ? |i igiU|t Lu |@ ThL}hitt|) L? @}itc @?_ ? UL?|h@t| | h?i**L i| @* d2ffoc L €?_ |@| @ih@}i *@MLh |@ it E?U*ti Lu T@)hL** @?_ ?UL4i |@ it @i @ t}?€U@?|*) *Lih 4T@U| L? 5L|ih? Thi|@ @}it |@? ? |i hit| Lu |i UL?|h) `i tTiU*@|i |@| |t UL?|h@t| t _i |L |i u@U| |@| i i U*_i ? Lh t@4T*i |i TihL_ uhL4 |i 4_ bSft |L |i *@|i b.ftc i? |i hi}L?@* _gihi?Ui ? |i _)?@4Ut Lu @ih@}i |@ h@|it @t

4U t@hTihe

`i €?_ |@| |i i*@t|U|) Lu |i Thi|@ @}i |L U@?}it ? |@ ThL}hitt|) t *Lih ? |i )L?}ih Ef De |@? ? |i L*_ih @}i }hLT Ef.b ? |i L|ih @?_c |i i*@t|U|) Lu |i Thi|@ @}i |L U@?}it ? |i ?UL4i |@ hi|i?|L? h@|i @?_ ? |i T@)hL** |@ t }ih @4L?} |i )L?} EfS.H @?_ fefS hitTiU|i*) |@? @4L?} |i @_*|t EfS. @?_ f2 hitTiU|i*) ?*) uLh T@)hL** |@ itc Liihc t |i LMtihi_ _gihi?Ui ? |i i*@t|U|it t}?€U@?|*) _gihi?| uhL4 3ihL

Ai }ih hi@* @}i hitt|@?Ui |L U@?}it ? T@)hL** |@ it @4L?} |i )L?} UL*_ Mi i T*@?i_ | |i u@U| |@| |i @}it Lu |t }hLT @i Mii? hi*@|i*) U*Lti |L tiU|Lh@* @}i LLht ti| M) UL**iU|i M@h}@??} ? @? iUL?L4U i?hL?4i?| U@h@U|ih3i_ M) ?Uhi@t?} T@)hL** |@ it t @ UL?ti^i?Uic |i |@!i L4i T@) Lu |t }hLT UL*_ ?L| @_t|

47Vhh Euxqhoor hw do ^5334` iru pruh ghwdlov1

(19)

A@M*i  WV it|4@|it Lu E M@ti_ L? }hLTi_ _@|@ #iTi?_i?| @h @M*iG *L} @??@* Thi|@ @}i `| @}ic t!** @?_ hi}L? Lu hit_i?Ui ?|ih@U|L?t

E E2 E 

*?E  A@ D.fHE..f DSDDEe2S DbHEDH2

*? T bHHEDD 2222EDe b SEebS

 Efff D Effe. Eff2b

*?E n Ae3 ESbf2f E .D H E2..HfS

U?|eo@S|J?r | *?E  A@ Eefb S E SSfS. E2H 2H

U?|eo@S|J?r | *? T E .. S Ee2efbb ESfHSSb

U?|eo@S|J?r |  Eff2ffS EffHfSe Eff f

U?|eo@S|J?r | *?E n Ae3 EfDb2b E eHH.S Eeb. H2

JKr efH efH efH

` @,_ A er| .S f2D 2eS

7  2 DSe  e

-2 bSH b.D b.f

-e}oerrJor |hi?_t |hi?_t |hi?_t

Qrwh= lqwhudfwlrqv zlwk L7g lq froxpq +4,> lqwhudfwlrqv zlwkt LC

lq froxpq +5,> lqwhudfwlrqv zlwk 7LA M lq froxpq +6,1 Dgglwlrqdo lqvwux0

phqwv lqfoxgh uvw dqg vhfrqg odjv ri wkh dyhudjh uhwhqwlrq udwh/ uvw odj ri orj wd{ surjuhvvlylw|/ uvw dqg vhfrqg odj ri orj uhjlrqdo xqhpsor|phqw soxv

doo lqwhudfwlrqv zlwk wkh gxpplhvL7gc t LCdqg7LA M1 Foxvwhu

dgmxvwhg urexvw vwdqgdug huuruv zlwklq sduhqwkhvhv1 7 G S0 ydoxh ri wkh

Vdujdq whvw iru wkh ydolglw| ri lqvwuxphqwv1

(20)

_L?@h_ @t 4U @t ? |i U@ti Lu @_*| Lh!iht |L UL4Ti?t@|i uLh |i }ih T@)hL** |@ it ? @*|ih?@|i i T*@?@|L? t |@| ?L?3i_ )L?} Lh!iht ?L*i_ ? UL**iU|i M@h}@?t @i @*i_ |i i4T*L)4i?| ULt|t @ttLU@|i_ |L @u|ih |@ @}i }@?t hi*@|i*) *itt |@? ?L?3i_ @_*|t

`i U@? uh|ih **t|h@|i Lh hit*|t M) 4i@?t Lu |i uL**L?} TL*U) i Tih4i?| @h}?@* ?UL4i |@ it ? Lh t@4T*i @i ?Uhi@ti_ uhL4 b.. |L bbD M) U*Lti |L bIc @?_ |i hi*@|i i4T*L)4i?| Lu |i )L?} @t u@**i? _h?} |i t@4i TihL_ M) U*Lti |L 2DI 5TTLti |@| |i }Lih?4i?| _iU_it |L !iiT @ih@}i ?UL4i |@ it ?U@?}i_c |L hi_Ui |i 4@h}?@* ?UL4i |@ h@|i MLh?i M) |i )L?} M) fI @?_ |L ?Uhi@ti | M) |i t@4i @4L?| uLh |i @_*|t 5?Ui |i )L?} i@h? L? @ih@}i *Lih @??@* @}itc |t U@? Mi @UUL4T*ti_ M) hi_U?} ThL}hitt|) uLh |i *L @}i ?UL4i }hLT @?_ M) ?Uhi@t?} | uLh |i } @}i ?UL4i }hLT tt4?} |@| |i it|4@|i_ @}i Thitthi i^@|L? t ?@h@?| |L |t TL*U) i Tih4i?|c Lh it|4@|it ? |i tiUL?_ UL*4? Lu A@M*i t}}it| |@| |i hi*@|i Thi|@ @}i Lu |i )L?} L*_ u@** M) eDIc @ tMt|@?|@* hi_U|L?

Ai i@*@|L? Lu |i i4T*L)4i?| UL?ti^i?Uit Lu tU hi_U|L? hi^hit @? it|4@|i Lu |i i*@t|U|) Lu hi*@|i i4T*L)4i?| |L U@?}it ? hi*@|i *@MLh ULt|t 6L**L?} k@|3 @?_ |Lh dbbboc i it|4@|i @ hi*@|i *@MLh _i4@?_ i^@|L?c ihi |i _iTi?_i?| @h@M*i t |i *L} Lu )L| i4T*L)4i?| hi*@|i |L @_*| i4T*L)4i?| @?_ |i i T*@?@|Lh) @h@M*it @hi hi}L?@*c }i?_ih @?_ t!** _44itc *?i@h @?_ ^@_h@|U |hi?_t ?|ih@U|i_ | hi}L?@* _44itc *@}}i_ hi*@|i *L} i4T*L)4i?| @?_ |i Uhhi?| @?_ *@}}i_ Thi_U|i_ *L} hi*@|i }hLtt @}ic UL4T|i_ @u|ih €||?} |i @??@* @}i Lu |i )L?} @?_ Lu |i @_*|t L? |i u** ti| Lu ?t|h4i?|t ti_ ? A@M*i 

W| |h?t L| |@| |i it|4@|i_ *L?} h? i*@t|U|) Lu hi*@|i i4 T*L)4i?| |L hi*@|i *@MLh ULt|t t fbe2 Nt?} |iti it|4@|itc |i eDI hi_U|L? ? |i hi*@|i @}i Lu |i )L?} }i?ih@|i_ M) |i TL*U) i Tih4i?| L*_ ?Uhi@ti |i hi*@|i i4T*L)4i?| Lu |i )L?} M) @? iu|) f.HIc uhL4 f2.b |L f fbc U*Lti |L |i @*i |@!i? ? bb2 At t4T*i i Tih4i?| t}}it|t |@| ? W|@*) U@?}it ? |@ TL*U) U@? @i t}?€U@?| igiU|t L? hi*@|i i4T*L)4i?|

(21)

D #tUttL?

`i @i uL?_ |@| }ih |@ ThL}hitt|) ?Uhi@tit Thi|@ @}it Aihi t @*tL i_i?Ui |@| U@?}it ? T@)hL** |@ it @hi ?L| u**) @M tLhMi_ M) Lgti||?} U@?}it ? |i Thi|@ @}i @?_ @giU| *@MLh ULt|t @?_ i4T*L)4i?| Ai i_i?Ui L? |i igiU| Lu |i @ih@}i ?UL4i |@ h@|i L? Thi|@ @}it t 4Lhi 4 i_ @?_ @hit | |i _@|@ ti| Mi?} ti_c M| L? M@*@?Ui | @*tL TL?|t |L |i Thiti?Ui Lu tL4i _i}hii Lu hi@* @}i hitt|@?Ui 6?@**)c i @i uL?_ t}?€U@?| _gihi?Uit ? |i hi*@|L?tT Mi|ii? *@MLh |@ it @?_ Thi|@ @}it M) @}i }hLT M| ?L| M) t!** Lh hi}L? Lu hit_i?Ui

h €?_?} |@| |ihi t hi@* @}i hitt|@?Ui ? |i hi*@|L?tT Mi|ii? *@MLh |@ it @?_ Thi|@ @}it t ?L| thTht?} ? |i W|@*@? ?t|||L?@* i?hL?4i?| W?UL4i uhL4 ?i4T*L)4i?| ? |t UL? |h) ?U*_it ML| Lh_?@h) ?i4T*L)4i?| Mi?i€|t @?_ 4Lhi }i?ihLt ?i4T*L)4i?| tMt_it T@_ |L _t4tti_ i4T*L)iit uhL4 *@h}i €h4t hL_i_ |@| ?UL4i t @MLi @ }i? |hitL*_c ML| @hi tMiU| |L ? UL4i |@ itc M| |i *@||ih @hi i i4T| uhL4 |@ @|L? @u|ih |i €ht| )i@h

Lu ?i4T*L)4i?|D i|ih t tMiU| |L T@)hL** |@ itc |@| UL?t|||i

|i *@h}it| t@hi Lu |i Lih@** |@ i_}i `i? ?UL4i uhL4 ?i4 T*L)4i?| t L?*) T@h|@**) |@ i_c U@?}it ? @ih@}i |@ it EML| T@)hL** @?_ ?UL4i @giU| @}i Thitthi M) ?i?U?} |i hiT*@Ui4i?| h@|i

h hit*|t @hi @*tL UL?tt|i?| | ThiLt hiti@hU #@ih @?_ A@Mi**? d2fffo €?_ |@| |@ it @giU| ?i4T*L)4i?| hi*@|i*) 4Lhi ? UL?|hit *!i W|@*) | @? ?|ih4i_@|i _i}hii Lu Ui?|h@*3@|L? Lu |i @}i M@h}@? h?i**L i| @* d2ffo tL |@| |i *L?} |ih4 hi*@|L?tT Mi|ii? |i hi}L?@* @ih@}i *@MLh |@ i_}i @?_ hi}L?@* ?i4T*L) 4i?| t t}?€U@?| @?_ *@h}i

Ai TLt|i igiU| Lu }ih 4@h}?@* ?UL4i |@ h@|it L? Thi|@ @}itc }i? @ih@}i h@|itc t ?L| ? *?i | 4Lt| Lu |i i4ThU@* *|ih@|hic U |)TU@**) €?_t @ ?i}@|i igiU| Etii |i hii ? tM tiU|L? 2 ih@Tt ii? 4Lhi t|h!?} t |i *@h}i t3i Lu |i it|4@|i_

48Glvplvvhg zrunhuv iurp odujh upv duh hquroohg lq _prelolw| olvwv% dqg fdq gudz

vxevlglhv iru orqjhu wkdq rqh |hdu li wkh| olyh lq wkh Vrxwk ru duh roghu wkdq 731 Vhh Euxqhoor dqg Plqldfl ^4<<:` iru ghwdlov1

(22)

i*@t|U|) Lu Thi|@ @}it |L U@?}it ? 4@h}?@* |@ h@|itc |@| h@?}it uhL4 fbb |L  c _iTi?_?} L? |i _@|@ Mi?} ti_ `i Mi*ii | t ?*!i*) |@| tU @ *@h}i igiU| U@? Mi i T*@?i_ ? |ih4t Lu |i tL*i *@MLh tTT*) igiU|

? @__|L?@* igiU| |@| Lh!t ? |i h}| _hiU|L? t |i hi*@|i @}i igiU| W? h?i**L @?_ 5L?i__@ d2ff2o i 4L_i* @ |L tiU|Lh iUL?L4) | |i uL**L?} ui@|hitG *@MLh 4@h!i|t @hi ?L?3i_ @?_ ThL_U| 4@h!i|t @hi UL4Ti||ic Lh!iht @?_ ?L?t U@hi @ML| |ih @MtL*|i @?_ hi*@|i @}itc @?_ ?L?t ? i@U tiU|Lh ti| @}it M) |@!?} ?|L @UUL?| |i igiU|t Lu |ih L? _iUtL?t L? |i L|ih tiU|Lh @}i W? |t UL?|i |c i tL |@| |i Thiti?Ui Lu @ hi*@|i @}i UL?Uih? hi?uLhUit |i *@MLh tTT*) igiU| @?_ UL*_ i*T ? }i?ih@|?} @ t|hL?} TLt|i hi*@|L?tT Mi|ii? |@ ThL}hitt|) @?_ @}i Thitthi

Ai iUL?L4U 4iU@?t4 @| Lh! U@? Mi **t|h@|i_ @t uL**LtS  ?

|i L?i @?_c |i ?L? ? L?i tiU|Lh hi@*3it |@| @ _iU*?i ? |t tiU|Lh@* @}i ?_Ui_ M) }ih |@ ThL}hitt|) E|i @}i 4L_ih@|L? igiU| t }L?} |L hi_Ui |t hi*@|i @}ic @?_ hi@U|t |L |t M) ?Uhi@t?} @}i Thitthi ? |i L|ih @?_c |i ?L? ? |i L|ih tiU|Lh ?L|Uit |@| |i uLh4ih ?L? U@? @L_ |i i TiU|i_ hi_U|L? ? |i hi*@|i @}i M) M@h}@??} uLh @ }ih @}i W? Lh_ih |L Thii?| |i _i|ihLh@|L? ? |t L? hi*@|i @}ic |i *@||ih ?L? @*tL ?Uhi@tit @}i Thitthi Aiti igiU|t @hi @4T*€i_ M) |i t|h@|i}U UL4T*i4i?|@h|) Mi|ii? |i |L @}it @?_ }i?ih@|i @? ?Uhi@ti ? @ih@}i @}i Thitthi

At ?t}| U@? @*tL Mi ti_ |L tTiU*@|i L? Lh i4ThU@* €?_?} |@| |i hi*@|L?tT Mi|ii? *@MLh ?UL4i |@ it @?_ Thi|@ @}it _Lit ?L| @h) t}?€U@?|*) M) t!** O@?ti? i| @* dbbbo @?_ wLU!LL_ i| @* d2fffo @h}i |@|c u |i ?t!**i_ @hi i@*) ?L?3i_ @?_ @i @ @| *@MLh tTT*) u?U|L?c |i @}i 4L_ih@|L? igiU| tL*_ Thi@* L? |i *@MLh tTT*) igiU| AihiuLhic |i ?i}@|i 4T@U| Lu |@ ThL}hitt |) L? Thi|@ @}it tL*_ Mi t|hL?}ih uLh |i ?t!**i_ |@? uLh |i t!**i_ `i? |i hi*@|i @}i igiU| t |@!i? ?|L @UUL?|c |i t}? Lu |t igiU| _Lit ?L| @h) M) t!** }hLTc MiU@ti @}it @hi t|h@|i}U UL4T*i4i?|t | |i t@4i |4ic u |i hi*@|i @}i igiU| t 4TLh|@?|c

49Vhh Euxqhoor dqg Vrqhggd ^5335` iru ixuwkhu ghwdlov1

(23)

| UL*_ _@4Ti? |i _gihi?Uit ? |i i*@t|U|) Lu Thi|@ @}it | hitTiU| |L U@?}it ? *@MLh |@ it

S L?U*tL?t

`i @i t|@h|i_ |t T@Tih M) t@)?} |@| TM*U €?@?Ui tL*|L?t |L } ?i4T*L)4i?| @i hiUii_ 4U @||i?|L? ML| ? |i TL*U) @?_ ? |i @U@_i4U _iM@|i hLTLt@*t |L hi_Ui |@ it ? Lh_ih |L €}| } ?i4T*L)4i?| @i Lu|i? Mii? 4i| | tUiT|Ut4c MiU@ti Lu |i *@U! Lu u**) Tiht@ti i4ThU@* i_i?Ui ? tTTLh| Lu @ TLt|i hi*@|L?tT Mi|ii? *@MLh |@ @|L? @?_ ?i4T*L)4i?|

h T@Tih tit W|@*@? _@|@ |L tL |@| U@?}it ? *@MLh |@ @|L?c ML| @ih@}i @?_ 4@h}?@*c t}?€U@?|*) @giU| @}i Thitthi W? @ t|@? _@h_ ?L?3i_ *@MLh 4@h!i| 4L_i* ihi ?i4T*L)4i?| t _i|ih4?i_ M) |i ?|ih@U|L? Lu @}i Thitthi | |i ThUi ti||?} _iUtL?t Lu €h4tc t}?€U@?| U@?}it ? @}i Thitthi @giU| i^*Mh4 ?i4T*L) 4i?|

w@MLh |@ @|L? @*tL @giU|t hi*@|i E?i4T*L)4i?| t **t|h@|i_ @| |i i?_ Lu |i 5iU|L? ec @ t|U Lu |@ ThL}hitt|) uhL4 |i )L?} |L |i @_*|t UL*_ i*T hi_Ui |i hi*@|i ?i4T*L)4i?| Lu |i )L?}  4itt@}i Lu |t T@Tih t ?L| L?*) |@| |t |@ ?t|h4i?| U@? Mi igiU|ic M| @*tL |@| t tL*_ Mi ti_ ? |i t@4i _hiU|L? @t |i L|ih |@ ?t|h4i?|t E@ih@}i ?UL4i @?_ T@)hL** |@ it

. TTi?_

 #@|@ @?_ @h@M*it

Ai @?! Lu W|@*) d2fffo tTT*it ?uLh4@|L? L? ?i| ?UL4i uLh i@U ?__@* ? |i ?|ihii_ LtiL*_ W?UL4i U@? Mi uhL4 i4T*L) 4i?|c ti*u  i4T*L)4i?| @?_ i*u@hi ETi?tL?t @?_ L|ih Mi?i€|t 6Lh i@U LtiL*_c |ihi t @*tL ?uLh4@|L? ML| L? |i ?4Mih Lu ?__ @*t i@h??} ?UL4i @?_ L? |i ?4Mih Lu _iTi?_i?|t EtTLti Lh U* _hi? At ?uLh4@|L? t @@*@M*i M) }i?_ihc i_U@|L?@* @||@?4i?|c LUUT@|L?c tiU|Lh Lu @U||)c hi}L? Lu hit_i?Ui @?_ @}i Ai thi) ULiht |i )i@ht uhL4 b.. |L bHb E| |i i U*tL? Lu bHDc bbc

(24)

bb c bbD @?_ bbH W? |i *L?}|_?@* T@?i*c i ti |i bb @?_ |i bbD @i W? |i }hLTi_ _@|@c i uLUt L? |i TihL_ b.bbbD

6Lh i@U )i@hc Thi|@ @}it  @hi U@*U*@|i_ uhL4 |i @@*@M*i ? uLh4@|L? L? ?i| @}it ? @?_ |@ *i}t*@|L? @t uL**Lt

 ' E?  K@r_e|E  A

6 n

d6@% EA6 A62 n  n 6@%3 EA63 A6o

E  A6

E ihi  t |i Thi|@ @}ic ? |i ?i| @}ic K@r_e| @hi |@ _i_U |L?tc U @h) | |i |)Ti @?_ *ii* Lu ?UL4ic | |i ?4Mih Lu _iTi?_i?| U*_hi? @?_ | i|ih |i ?__@* t t?}*i Lh @i @

_iTi?_i?| tTLtic @?_ 6@% t |i TTih ML?_ Lu i@U ?UL4i Mh@U!i|

hi*i@?| |L i@U ?__@* W? E A6 t |i 4@h}?@* |@ h@|i @?_

A6&c & '  @hi |i 4@h}?@* |@ h@|it @ttLU@|i_ |L i@U |@ Mh@U!i|

6?@**)c ?__@* |@ h@|it @hi _i€?i_ @t A@ ' E3? 

BhLTi_ _@|@ uLh |i TihL_ b..bD @hi LM|@?i_ M) UL**@Tt?} ?_ _@* _@|@ M) }i?_ihc @}i }hLTc @hi@ Lu hit_i?Ui @?_ i_U@|L?@* @| |@?4i?| 5?Ui @ ui )i@ht @hi 4tt?}c i *?i@h*) ?|ihTL*@|i 4@h}?@* @?_ @ih@}i |@ h@|it @?_ }hLtt @}it tt?} }hLtt @}it @hi UL4 T|i_ M) @TT*)?} |L |i @@*@M*i _@|@ |i h@|i Lu U@?}i Lu hi}L?@*

Thi|@ @}it ? |i 4tt?} )i@ht.

#@|@ L? i4T*L)4i?|c ?i4T*L)4i?| @?_ @U|i TLT*@|L? M) @}i }hLTc }i?_ihc hi}L? Lu hit_i?Ui @?_ i_U@|L?@* @||@?4i?| UL4i uhL4 |i w@MLh 6LhUi 5hi) EWt|@| d2fffo At thi) ?_ihi?| @ ?4Mih Lu 4?Lh U@?}it Lih |i t@4T*i TihL_ @?_ @ 4@Lh U@?}i ? bb2 5|@h|?} uhL4 U|LMih bb2c |i 5|@|t|U@* Ui @t ti_ ?i i}|t |L i T@?_ |i t@4T*i _@|@ |L |i ?ihti @?_ 4T*i4i?|i_ @ hit|hU|i_ _i€?|L? Lu ?i4T*L)4i?| W? Lh_ih |L hi_Ui |i ht! Lu t|hU|h@* 4Tt ? |i _@|@c i hit|hU| Lh @||i?|L? |L |L @}i U@|i }Lhit E2f2b ' )L?} @?_ fDb ' @_*|c |L i_U@|L?@* *ii*t Ei*i 4i?|@h) T*t 4__*i tULL* ' ?t!**i_c @?_ } tULL* T*t ?iht|) _i}hii ' t!**i_c |hii 4@UhL @hi@t E?Lh|c Ui?|hi @?_ tL| 6Lh i@U }hLTc i Lh! | |i Thibb2 _i€?|L? Lu ?i4T*L)4i?| @?_ i 

4:Kropoxqg dqg Nrop ^4<<8` xvh d vlplodu phwkrg1

(25)

|i?_ | uLh@h_ |L bbDc t?} |i _@|@ ThL_i_ L?*?i M) 6L?_@3L?i

hL_L*?H

6?@**)c }hLTi_ _@|@ uhL4 7MU` @?_ |i w@MLh 6LhUi 5hi) @hi 4ih}i_ | hi}L?@* @UUL?| _@|@c |@| ?U*_i ?uLh4@|L? L? |i T@) hL** |@ h@|i A@M*i  Thiti?|t |i t44@h) t|@|t|Ut uLh bbD Lu |i 4@? @h@M*it ti_ ? |i T@Tih

A@M*i  544@h) t|@|t|Ut

i@? 5|#

??@* @}i .SeeH .DHH2

OLh*) @}i HHS fe

@)hL** |@ h@|i feH ff.

ih@}i |@ hi|i?|L? h@|i fH ffS

A@ ThL}hitt|) fHD ffe

Bi?_ih f H feH

}i efS2 bD2

@h| |4i ffe f2f

@h|@* t|@|t f. fee

,_U@|L?@* @||@?4i?| fDS feb

N?i4T*L)4i?| h@|i fD fe

 Ait|?} tT@|@* _iTi?_i?Ui

`i @TT*) Lh@?<t W |it| uLh 4L_i* 4ttTiU€U@|L? _i |L tT@|@* _iTi?_i?Ui ML| |L |i T@?i* EA@M*i  @?_ |L |i }hLT*ii* _@|@ EA@ M*it 2 @?_ c @u|ih UL?|hL**?} uLh ?__@* @?_ tT@|@* i|ihL}i?i|) Etii uLh ?t|@?Ui ?ti*? @?_ Lhi?L d2ffo Wu |i 4L_i* t tTiU€i_ @t ? ?ti*? i| @* dbbSo

+ ' fq n t2 n 

 ' 4`  n 0

ihi + t |i _iTi?_i?| @h@M*ic f @hi i L}i?Lt @?_ t2 i?_L}i

?Lt hi}hittLhtc 0 t Efc j2U @?_  t @? % tT@|@* @|Lhi}hitti

4;Wkhvh gdwd duh dydlodeoh dw wkh iroorzlqj hofwurqlf dgguhvv= zzz1dlho1lw1

(26)

_t|hM@?Uic ` t |i i}|?} 4@|h %c Lh@?<t W |it|t |i ?**

)TL|itt Mf G 4 ' f Lhi ? _i|@*c Lh@?<t W |it| U@? Mi h||i? @t

uL**Lt E?ti*? i| @* dbbSoG U '



e` e*ej22

|oE`` n ` ` 

ihi e @hi % WVhit_@*t Ai @t)4T|L|U _t|hM|L? Lu |t t|@|t|U t E Etii ?ti*? @?_ ki*i@? dbb.o Ai ti*iU|i_ 4@|h Lu i}|t uL**Lt |i tLU@**i_ R^ii? Uh|ihL? @?_ t@|t€it |i t|@|t|U@* @tt4T|L?t 4@_i M) ?ti*? @?_ ki*i@? dbb.o ,@U ?__@* ? L?i hi}L? ? |i UhLtttiU|L? t @tt}?i_ @ %- hLiU|Lh Lu 3ihLit @?_ L?it |L ih R@_@Ui?| hi}L?tc ihi - ' ?4Mih Lu hi}L?t Lih U LMtih@|L?t @hi tThi@_ W? Lh U@tic LMtih@|L?t @hi @@*@M*i uLh b W|@*@? hi}L?t

W? |i bb bD T@?i*c i@U hi}L? UL?|@?t @ _gihi?| ?4Mih Eo Lu ?__@*t AihiuLhic i U@*U*@|i |i |it| M) _h@?} h@?_L4*) |i t@4i ?4Mih Lu ?__@*t uLh i@U hi}L? ED @?_ M) }i||?} @ M@*@?Ui_ ti| Lu  ' 2HD ?__@*t Lih U i U@*U*@|i ` @?_ |i |it| `i h? .bb |ih@|L?t Lu |t |it| @?_ }i| @? i4ThU@* _t|hM|L? `i ti |i 4i@? Lu |t _t|hM|L? @?_ UL4T@hi | | |i E W| |h?t L| |@| Lh i4ThU@* _t|hM|L? @t 4i@? i^@* |L fDSH @?_ @h@?Ui i^@* |L 2 D

`i @*tL UL4T|i |i t|@|t|U t?} @ hLt|@?_@h_3i_ i}|?} 4@|h c tU |@| i}|t uLh i@U ?__@* t4 |L L?i ?!ti d2fffo @h}it |@| R| t Mit| |L ti*iU| @ i}| 4@|h U t t4T*i ? t|hU |hi M| t ?L?i|i*itt UL?tt|i?| @}@?t| |i tT@|@* ULhhi*@|L? t|hU|hi Lu ?|ihit| do W? @ |it| t|@|t|Utc 4ttTiUu)?}< ` M) ULLt?} @ t4 T*ih t|hU|hi 4@) ? u@U| ?Uhi@ti |i TLih Lu |i |it|

W? |i }hLTi_ _@|@c i @i 2e }hLTt LMtihi_ Lih b |4i TihL_t ,@U LMtih@|L? t @tt}?i_ @ hLiU|Lh Lu ` tU @t UL?|}|) t UL?t_ihi_ Mi|ii? Lh|i?|hi L? L?i @?_c @?_ i?|hi5L| L? |i L|ih Mtih@|L?@* ?|t ? |i i?|hi @i |L UL?|}|) @*it EL?it *i ? |i L|ih |L 4@UhL @hi@t ?|t @i L?*) L?i UL?|}|) @*i ` t M*LU!_@}L?@* @?_ i^@* uLh i@U |4i TihL_ EA -%A - W?

(27)

Lh U@ti  ' A - ' efH MiU@ti 2 )i@ht @hi _tU@h_i_ ? WV it|4@|L? t MiuLhic i @*tL U@*U*@|i |i |it| | @ hLt|@?_@h_3i_ i}| 4@|h 

(28)

+iuihi?Uit

do }i**c a @?_ w?_MLh}c  EbbDG R6@h `@}it ? @? Ti? ,UL? L4)c ,UL?L4U@c S2c TT D D

d2o !ih*Luc B @?_ vi**i?c a EbbfG RAi u@h @}i igLh| )TL|itt @?_ ?i4T*L)4i?|c Ai "@h|ih*) aLh?@* Lu ,UL?L4Utc TTDe  Sb

d o ?ti*?c w @?_ Lhi?Lc + E2ffG RhLTih|it Lu Ait|t uLh 5T@|@* ,hhLh L4TL?i?|tc +i}L?@* ,UL?L4Ut TT*U@|L?t w@MLh@|Lh)c #tUttL? @Tih A2

deo ?ti*?c wc ih@c c 6*Lh@ c + @?_ vLL?c  EbbSG R54T*i # @}?Lt|U Ait|t uLh 5T@|@* #iTi?_i?Uic +i}L?@* 5Ui?Ui @?_ NhM@? ,UL?L4Utc 2Sc TT..fe

dDo ?ti*?c w @?_ ki*i@?c O Ebb.G RAit|?} uLh 5T@|@* ,hhLh  |LULhhi*@|L? ? |i hiti?Ui Lu ,?_L}i?Lt +i}hittLhtc W?|ih?@ |L?@* +i}L?@* 5Ui?Ui +iic 2fc :2c TTD H2

dSo @?! Lu W|@*) E2fffG R5hi) Lu OLtiL*_ W?UL4i @?_ `i@*| E5OW`c b..bHc VihtL? fc @)c U_hL4

d.o i@?c c w@)@h_c + @?_ U!i**c 5 EbHSc RAi hti ? ?i4T*L) 4i?|G @ 4*|UL?|h) t|_)c ,UL?L4U@c D c TT5522

dHo h?i**Lc Bc wTc c h_?ic  @?_ @htc w E2ffG Ri)L?_ ?@|L?@* ?t|||L?tG *@MLh |@ it @?_ hi}L?@* ?i4T*L)4i?| ? W|@*)c ,5uL `Lh!?} @Tih ?ee

dbo h?i**Lc B @?_ ?@Uc + Ebb.G Ri?i€| Ah@?tuiht ? W|@*)G ? ,4ThU@* 5|_) Lu LM*|) wt|t ? |i *@? hi@c  uLh_ **i|? Lu ,UL?L4Ut @?_ 5|@|t|Utc Dbc ? c TT 2b e.

dfo h?i**Lc B @?_ 5L?i__@c # E2ff2G Rw@MLh |@ ThL}hitt|)c @}i Thitthi @?_ |i hi*@|i @}i igiU|c N?iht|) Lu @_L@c 44iL

do @*4uLhtc w EbbDc RL44i?| L? ih|* OL*4*?_ @?_ ??5L€i kL*4G hL}hitti A@ @|L?c `@}i 5i||?}c @?_ N?i4T*L)4i?|G AiLh) @?_ 5i_t ,_i?Uic 5i_t ,UL?L4U L*U) +iic VL* 2c TT eSe.f

d2o *@h!c  @?_ t@*_c  EbbSG R5@|tu@U|L? @?_ L4T@htL? W?UL4ic aLh?@* Lu M*U ,UL?L4Utc Sc ? c TT Db H

(29)

d o #@ihc 6 @?_ A@Mi**?c B E2fffG RN?i4T*L)4i?|c BhL| @?_ A@ @|L? ? W?_t|h@* L?|hitc ,UL?L4U L*U)c Th*c TTe.HH deo 6ihc , @?_ 5U4_|c k EbbbG R AiLh) Lu 6@h?ittc L4Ti| |L? @?_ LLTih@|L?c "@h|ih*) aLh?@* Lu ,UL?L4Utc ec ? c TTH.HSH

dDo B@@33c 6 @?_ 5T@i?|@c w EbHHG RW|@*)G |i hi@* igiU|t Lu ?@|L? @?_ _t?@|L?c ,UL?L4U L*U)c Hc TT D.

dSo B)*u@tL?c A @?_ w?_MiU!c  EbHeG RL4Ti|?} @}i U*@4t @?_ ULt| ?@|L?c Ai ,hLTi@? ,UL?L4U +iic TT2 d.o BhMihc a Ebb.c Ai ?U_i?Ui Lu T@)hL** |@ @|L?G i_i?Ui

uhL4 *ic aLh?@* Lu w@MLh ,UL?L4Utc Dc 5.25f

dHo O@?ti?c c i_ihti?c w @?_ 5*L!c A EbbbG RhL}hitti A@ @ |L?c `@}i @?_ U||) ? @ 54@** Ti? ,UL?L4)c ,+N `Lh! ?} @Tihc N?iht|) Lu LTi?@}i?

dbo OL*4*?_c  @?_ kL*4c 5 EbbDG RhL}hitti A@ @|L?c `@}i 5i||?} @?_ N?i4T*L)4i?|  AiLh) @?_ 5i_t ,_i?Uic @ |L?@* W?t|||i Lu ,UL?L4U +iti@hUc A@ +iuLh4 ,@*@|L? +i TLh|c ?Dc }t|

d2fo W5AA E2fffG R@h@||iht|Ui _i**<LUUT@3L?i i _i**@ _tLUU T@3L?i ?i}* @?? bfc B* @??@h _i**i 6Lh3i _ w@LhL bb bbbc ?2c U_hL4

d2o k@|3c w @?_ |Lhc # EbbbG R@?}it ? |i `@}i 5|hU|hi @?_ ,@h??}t W?i^@*|)c O@?_MLL! Lu w@MLh ,UL?L4Utc @c TTeS  DDD

d22o wLU!LL_c  @?_ @???}c  Ebb G R`@}i 5i||?} @?_ |i A@ 5)t|i4 AiLh) @?_ ,_i?Ui uLh |i N?|i_ k?}_L4c a Lu M*U ,UL?L4Utc D2c TT2b

d2 o wLU!LL_c c 5*ƒ!c Ac @?_ Ah@?@itc A E2fffG RhL}hitti A@  @|L? @?_ `@}i 5i||?}G 5L4i ,_i?Ui uLh #i?4@h!c 5U@?_ a Lu ,UL?L4Utc f2c ?ec TT.f..2

d2eo @*UL4tL?c a @?_ 5@h|Lhc  EbH.G RA@ t W?@|L? ? @ N?L?3i_ w@MLh @h!i|c ,hLTi@? ,UL?L4U +iic c ?Hc #iUi4Mihc TTDHbS

d2Do t}h@ic + @?_ t}h@ic  Eb.SG RM*U €?@?Ui ? |iLh) 2H

(30)

@?_ Th@U|Uic 2?_ i_c UBh@O**c i vLh!

d2So U!i**c 5 @?_ w@)@h_c + EbbbG Rw@MLh 4@h!i| W?t|||L?t @?_ ,UL?L4U ihuLh4@?Uic ? ti?ui*|ihc  @?_ @h_c #c Ei_tc O@?_MLL! Lu w@MLh ,UL?L4Utc L* c TT f2bHe

d2.o ii**c  @?_ 5)4L?tc a Ebb G R@UhLiUL?L4U UL?ti^i?Uit Lu |@ @|L? ? |i <Hftc #tUttL? @Tih ? 2c ,c wL?_L? 5ULL* Lu ,UL?L4Ut

d2Ho t@*_c  EbHfG RAhi@| @?_ 4Lh@*i igiU|t ? |i |iLh) Lu @}itc Ai ,hLTi@? ,UL?L4U +iic TT2SbH

d2bo ?!tic a E2ff2G RLh@?6*@Lhi_ Ait|t | t@?Ui @h@4 i|ihtG , @4T*itc ? i _@?Uit ? 5T@|@* ,UL?L4i|hUtc wU ?ti*? @?_ +@)4L?_ 6*Lh@ i_t E5Th?}ihc i vLh!

d fo tt@h_itc  EbbHG RAi W4T@U| Lu ,4T*L)4i?| A@ |t L? N?i4T*L)4i?| @?_ `@}it( |i +L*i Lu N?i4T*L)4i?| i?i€|t @?_ A@ 5|hU|hic ,hLTi@? ,UL?L4U +iic e2c ?c a@?@h)c TTDDH

d o 5U@hTi||@c 5 EbbSG Rttitt?} |i hL*i Lu *@MLh 4@h!i| TL*Uit @?_ ?t|||L?@* ti||?}t L? ?i4T*L)4i?|G @ UhLtttiU|L? t|_)c ,# ,UL?L4U 5|_itc 2Sc TTe bH

d 2o 5L?i__@c # E2ffG R,4T*L)4i?| ,giU|t Lu hL}hitti A@ @|L? ? @ N?L?ti_ ,UL?L4)c N?iht|) L**i}i wL?_L?c `Lh!?} @ Tih ?S

d o 5ƒhi?ti?c  Ebb.G RM*U 6?@?Ui 5L*|L?t |L |i ,hLTi@? N?i4T*L)4i?| hLM*i4q ,UL?L4U L*U)c 2c ?2Dc TT22 2Se d eo 5ƒhi?ti?c  EbbbG RT|4@* A@ hL}hitt|) ? W4TihuiU|

w@MLh @h!i|tc w@MLh ,UL?L4Utc Sc ? c TT e DeD2

Riferimenti

Documenti correlati

The results of the biodegradation of cellulose and test material 80 %PHB-20 % wood fibres in soil mixtures are summarized in Table 4 At end of test (after 195 days) a biodegradation

Centre Immunity and Infection Control and Centre for Environment, Institute of Health and Biomedical Innovation, Queensland University of Technology, Brisbane, Queensland,

A different membrane permeability for ALY and azoALY was observed in experimental membrane permeability assays while using GUVs and LUVs: increased calcein release form GUVs

Looking for ξ -dependent effects in the highly off-shell region is an approach that raises sharp questions on the nature of the underlying extension of the SM; furthermore it does

While the isotropic model (TL) under-predicts the lateral diffusion of jets, the anisotropic correction (TLA) emphasizes this effect too much. In shaped

When BLI-Pseudomonas was exposed to propolis PG extract, a still significant biofilm reduction (39%) was observed when propolis extract was compared with the solvent (right insert

The dataset presented herein is composed of a homogeneous set of anatomical images alongside clinical scores and automatic lung tissue labeling.. At the time of writing, it comprises

The results revealed that there are differences in development of calli, ploidy changes in calli cells which are caused by different NPs on the cultivation medium. Cell ploidy