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De-~elopment Research Center
Discuss ion Papers
No. 25
Y i g r a t i o n , Denographic Change and Income
D i s t r i b u t i o n i n a Nodel o f a
Developing Country
by
Irma Xdelnan U n i v e r s i t y of Haryland
Sherman Robinson P r i n c e t o n U n i v e r s i t y
Q , t
- .w
'2 -.- NOTE: Discuss ion paper; a r e p r e l i s i n a r y n a t e r i a l s c i r c u l a t g d t o s t i m u l a t e
d i s c u s s i o n and c f l t t c a l comnent. References i n p u b l f c a t i a n t o Discuss ion Pape r s should be c l e a r e d wi th t h e t o p r o t e c t t h e t e n t a t i v e c h a r a c t e r of t h e s e pape r s . The virvs of t h e a u t h o r and should n o t be of t h e World Bank.
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X f g r a t i o n , Demographic Change a n d Income
D i s t r i b u t i o n i n a Xode l o f a
D e v e l o p i n g C a u n t r y
Irma Adelman U n i v e r s i t y o f Mary land
Sherman Rob inson P r i n c e t o n U n i v e r s i t y
R e s e a r c h Program i n Development S t u d i e s Woodrow Wi l son S c h o o l - P r i n c e t o n U n i v e r s i t y - P r i n c e t o n , N e w ~ e r s e p
e F e b r u a r y 1977
D i s c u s s i o n P a p e r # 7 1
Tlie work d e s c r i b e d i n t h i s p a p e r h a s b e e n s u p p o r t e d b y t h e
S o t c : D i s c u s s i o n p d p e r s of t h e R e s e a r c h P r o g r a a i n S t u d i e s a r e p r e l i m i n a r y m a t e r i a l c i r c u l a t e d t o s t i m u l a t e cox?:cnr. P l e a y c do ncit r e f e r to d i s c u s s i o n p a p e r s
Development R e s e a r c h C c n t e r of t h e World Sank. The v i e w s e x p r e s s e d a r e o u r o m r v f l e r t t hose o f t h e !dorid Sank.
and do n o t n e c e s s a r i i : ~
Tab le of C o n t e n t s
1 . 1 :I L r o d i ~ i , L ion
! I . Yodel S~irnmnry
Lconumtc Y o d e l : S t a t i c P a r t
Econom i : ?lode1 : Dynamic P a r t 1 l3
I!ou~;cho l d Composi t ion
?li g t'il t i o n >lode 1
Labor F o r c e Growth and Composi t ion
111. Est. irnation and E m p i r i c a l Dynamics
D a t a , Model E s t i m t i o n , and V a l i d a t i o n
Rnv i c Mode 1 Dynamics
I V . Demograph L C E x p c r i a e n t s
Y i g r n t i o n Rate V a r i a t i o n s
Dalnnccd Lnbor Growth
L'nb.11nnct.d L,tbur Growth
V. C n n c l u s i o ~ l L
I . ISTRODUCTION
T h i s p a p e r i l l u s t r a t e s t h e a p p l i c a t i o n of a n e x t y p e of
p l a n n i n g n o d e l t o t h e s t u d y of t h e r e l a t i o n s h i p between d e , o g r a ? h i c b I
phenomena and tlla work ings o f t h e economy, e s p e c i a l l y t h e b i s t r i b u t i c n I
o f income and t h e e x t e n t o f p o v e r t y . The a v e r a l l model c o b s i s t s o f
a s t a t i c wage and p r i c e endogenous computab le g e n e r a l e q u i i b r i u n 1 (CGE) c o r e model l i n k e d t o a p a r t i a l l y a d a p t i v e dynamic mogel. The
I
CCE model o f t h e econonp c c n s i s t s o f a l a r g e s i m u l t a n e o u s Q y s t e e of
e x t r e m e l y n o n- l i n e a r e q u a t i o n s . The two submodels can b e d o n s i d e r e d
a s b l o c k r e c u r s i v e p a r t s of an o v e r a l l model whose behav iod combines
n e o c l a s s i c a l s u b s t i t u t i o n p o s s i b i l i t i e s and market c l e a r i n e q u i l i b r i u m
w i t h n o n- n e o c l a s s i c a l r i g i d i t i e s and d i s e q u i l i b r i u m
T h e model u s e d i n t h i s p a p e r i s a d a p t e d
d e v e l o p e d t o e x p l o r e t h e economic d e t e r m i n a n t s o f t h e d i s t r i b u t i o n
of i n c o n e i n t h e s h o r t t o medium run. ' It t h u s i n c l u d e s a 1 e r y
d e t n f 1c.d n o d e l of t h e e c o n o n i c s y s t e m and i n c o r p o r a t e s a nu b e r o f m mech;in i sms b y which d e n o g r a p h i c phenomena a f f e c t t h e l a b o r
. t t h e ~ c o n o n y Lrl g e n e r a l . I t a l s o i n c l u d e s a model of t h e wo
r n n p o s i t i o n of hu t i s rho lds a n d , i n t h i s e x t e n d e d v e r s i o n , a I i e x i b l e I
r . modrl o f r u r a l - u r b a n m i g r a t i o n . The model does n o t , howeve!, dds-
I
f o r s t u d y i n g t h e fmpact of d e x o g r a p h i c phenonena on t h e ecsnony a n d
; , g ~ r c j ; : i t ~ t ! i ~ po?ul,?:loil by a g e , s e x , o r l o c a t i 6 n ( e x c e p t r e r a l - u r b a n ) II
fr,r e x a m i n i n g t h e r o l e of m i g r a t i o n , i t i s n o t d e s i g n e d f o r e s a n i n i a g
mci , e x c e p t f o r m i g r a t i o n , t h e r e i s no feedback- of economic phenomena
ori p o p u l a t i o n o r l a b o r f o r c e . Thus , w h i l e c h e n o d e l is r e 1 4 s u i t e d
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6 :?odern:e r a t e o f ? o ? u l a t i ; = growth i s o p t i m a l . 3 0 t h v e r y n i g h a ~ d
\ ? c r ; ~ !ow r a t e s y i e l d e d lo...-er p e r c a p i t a i n c o a e s i n t h e l c n g r u n . I n I
I
t!le s n z e v e i n , t h e I . L . O . z c d e l ( B a c h u e ) , i n which t h e econoniic s y s t e a *. - I
is dezand d r i v e o ; y i e l d e d t h e r e s u l t t h a t s u b s t a n t i a l v a r i a t i o i n s i n I
popu1, i t ion p r o i i t ! ~ Save l i t c l e e f f e c t on p e r c a p i t a income, on i n c o E e I
dis : r :hut ion, o r on t h e i n c i d e n c e and l e v e l of p o v e r t y f o r p s r k o d s u? I
t o nbcu t 35 g e a r s . F u r : h s r s o r e , i n Bachue, t h e t r a n s i i i o n t o bower I
r z ~ t e s o f p ~ p u l a t i c n growth r e s u l t s i n n e a r - t e r n d s c l i c e s i n c a p i t a I
i n c o r e x h i c h t u r n a round o n l y a f t e r 35 t o 50 y e a r s . I I I
In t h i s p a ? e r , we e x p l o r e s o r e of t h e i s s u e s r a i s e d y b thc Sinon and anchue n o d e l s i n t h e c o n t e x t of o u r s h o r t t o med/un run
a o d e l . X e r e p o r t on a nuizber o f e x p e r i x e n t s w i t h t h e model wh c5 4 I
c x p l o r e t h e e f f e c t s on t h e economy of a l t e r n a t i v e p a t t e r n s of d u r a l - - I I
u rban x i g r a t i c n and l a b o r f o r c e growth o v e r a n i n e y e a r p e r i o d . I n I I
p a r t i c u l a r , we a n a l y z e t h e e f f e c t s on t h e d i s t r i b u t i o n o f inconk and I
rhc e x t e n t u f p o v e r t y . Our results f o r Korea b r o a d l y s u p p o r t t h e I
c u n c l u u i o n s f rom t h e Siinon model even though o u r model i n c o r p o r t e s P o n l y one e l c z e n t of p o s i t i i g e feedback from p o p u l a t i o n growth t o ( t h e ' '
1 C C O ~ I O E ~ -- t h a t o p e r a t i n g th rouph t h e goods m a r k e t s , f o r - , ~ g r i c u l : u r a l goods . Xe f i n d t h a t r a p i d o v e r a l l l a b o r fort< g r o q t h
L I I
l e i ~ d s t o h k h e r i n c o n e s f o r t h e poor t h a n does low is?bor f a c e ( B * ~
xrowrh np.d L h a t n o d c r a t e g r o v t h i s t h e b e s t o f a l l . - I
II
UC
c
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LJ 6
The n o d e l i n c o r 7 o r a t e s o p t i n i z i n g r e s p o n s e s by f i r m a a d
h o u s ~ t ~ o l d s t o a wide r a n g e of ? o l i c y i n s t r u n e n r s . I t i s a l s o c a p a b l e I
O F p o r t r a y i n g a . ~ a r i e t y of i a s t i t u t i o n a l p r i n c i p l e s i n t h e o p e r a t i o n ,
O F c r e d i t n a r k e t s and f a c t o r i r d r k e t s , t h e d e g r e e o f mono o l y , and I' I even t h e o b j e c t i v e E u n c t i o n s of f i r n s .
For e a c h p e r i o d , t h e computa t ion o f t h e model. i s decomposed I I
i n t o two p a r t s -- a s i a u l t a n e o u s , s t a t i c p a r t , c o n s i s t i n 4 p r i x a r i l y I
of a n economic s u b n o d e l , and a d y n a n i c p a r t , c o n s i s t i n g d f e c o n o n i c , I
I
demographic and n i g r a ~ i o n submodels . The s t a t i c model , d a l l e d I
S t a g e XI i n o u r book, d e s c r i b e 5 hov f a c t o r and p r o d u c t q a r k e t s r e a c h 1 1
an e q u i l i b r i u m c o n s t r a i n e d by t h e i n v e s t m e n t c o m i t m e n t s u n d e r t a k e n
e a r l i e r , by r i g i d i t i e s imposed by f o r e i g n t r a d e , and by q n s t i t u t i o n a l
r f g i d i t i e s i n t h e o p e r a t i o n of p r o d u c t and l a b o r m a r k e t s . Money a n d I
t h e a v e r a g e p r i c e l e v e l e n t e r t h e model i n a n e s s e n t i a l why. The I
I
d y n a n i c model c o m p r i s e s a n invest inent submodel , which d e s k r i b e s t h e
c o n t r a c t s made between f i r m s and t h e f i n a n c i a l m a r k e t s t o a c q u i r e fun& I
t o s p e n d on i n v e s t a c n t goods ( c a l l e d S t a g e I i n o u r book); a r u r a l -
urban n i g r a t i o n subnode 1 ; a d e h o i r a p h i c submodel; and modGls which I
gcnr r a t e t h e expec r a t i o n s on which i n v e s t m e n t d e c i s i o n s a i e b a s e d , . - - - I s e t sune of :he ru.]es o f o p e r a t i o n of t h e c - , Jnony , and "a$e" t h e n o d e l
L I - I
economy. - %! I
Xe w i l l f ? r s t d i s c u s s t h e economic model u s i n g d iagrams
r a t h e r than e q u a t i o n s . We w i l l then s e p a r a t e l y d i s c u s s t h e d e ~ o g r a p h i c
s ! :bncdc ls t h a t a r c i n c o r p o r a t e d i n t o t h e o v e r a l l nodel borh i n che
s t . -~c L C and d y n a n i c p a r t s .
E c c a c n i c Xodel : S t a t i c P a r t
The c o r e e c o n ~ z i c n o d e l i s a g e n e r a l e q u i l i b r i u i s model i n
t h a t - a r i c c s a n d y u p p l i e s a r e assuxed t o a d j u s t s o as t o c l e a r a l l I
n a r k e t s , s u b j e c t t o v a r i o u s c o n s t r a i n - . s on f a c t o r m o b i l i t y t h a t
p r e v e n t t h e econoay I r 3 n f u l l y a d j u s t i n g by s e a n s of p u r e !arkst I
mechanisns . The s o l u t i o n i s c a l c u l a t e d by means o f a t a t o d n e n e n t
p r o c e s s which s i n u l a t e s n a r k t t j e h a v i o r ; no a c t u a l t r a n s a c t i i o n s
t a k e p l a c e u n t i l t h e s o l u t i o n is r e a c h e d . The o u t p u t s of t b e s z a t i c
n o d e l e r e " a c t u a l " p r o d u c t i o n , enployinent , p r i c e s , wages anp i n c o a e I
I d i s t r i b u t i o n f o r t h c p e r i o d .
b I
The model i s i t s e l f s u b- d i v i d e d i n t o a number of p a r t s I,
r e p r e s c n t i n p d i f f e r e n t c o r n p u t ~ t i o n a l p h a s e s : s u p p l y , denanb , wage, I
income and p r i c e d c t e r n i n a t i o n . I n F i g u r e 1, t h e p r o d u c t a i d l a b o r
m a r k e t s a r e p i c t u r e d . P r o d u c e r s d e t e r m i n e t h e i r p r o f i t- maximiz ing
demands f c r l a b c r and s u p p l i e s o f p r o d u c t s g i v e n an i n i t i a i Iguess a t I
t h e s o l l r c i o n p r i c e s . Thcse demands f o r l a b o r i n t e r a c t w i t h l a b o r
s u p p l y f u n c t i o n s t o d e t e r m i n e wages and employment s o as t~ c l e a r L I
I > , 1 ;' -. lnbor m a r k e t s . From t h e d e t e n i n a t i o n of employment, wages a n d I
I
r e t u r n s t o c a p i t a l , t h e d i s t r i b u t i o n of i n c o m e r t o t h e e c o n o i ' i c a l l y -2 L
7 n c t f v e p c p u l n t i o n is d e r i v e d . T h i s f u n c t i o n a l _ d i s t r i b u t i o n bf i n c o r e - -
8 B is thcn t r a n s l a t e d i n t o t h e househo ld d i s t r i b u a o n . P a r t sk t h e I
I I
t r t ~ n s l n t f c r ~ ?nvc7veu a d e n o g r a 7 h i c n o d e l o f t h e v o r k e r c o ~ p o s i t i o n
of t ~ o u s c h o l d s t h a t i s d i s c u s s e d s e p a r a t e l y b e l c v . For e a c h s o c i o -
I c c u n o n i c c a t e g o r y of i n t o n e r e c i p i e n z s t h e ncde l d e t e r n i n e s i n c o z e .
t . ~ x c s , n l l o c a t ion t o h o ~ s e h o l d g r o u ? s , t r a z s f e r s , s a v i n g s and
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F i g u r e 2
1 ; A Demand f o r " r o d u c t s and Inco,ne D i s t r i b u t i o n
Expected Wages I Expected Salos
Desired Investment Demand Equation4
Expected Relative
Dosired Investment1
Production Parameters
Accumulated Retained ,
Demand for Invertible Funds
I C I
I
.
- *
k I
Nominal Investrnent~ Expenditures by Firms
Figure 3 DETERMINATION O F INVESTMENT
I
I I
I
Slipply of Credit or Cost o f Capital
- - Clearing of ' ? L
Credit Markets ~
Econonic Hode l : Dynanic P a r t -
The dynnnic par : c a n s i s t s of ; c o l l e c t i o n o f s u b z ~ ~ o d e l s w h i c h I I
s p e c i f y a l l t h e a y n m i c a d j u s t x e z t s and i n t e r t e n p o r z l l l inkages f o r thtz
o v e r a l l nodeg. E s s e n t i a l l y , t h e submodels t a k e t h e r e s b l t s o f t h e s t a t i c I
x o d a l a s exogenous i n p u t and c a l c u l a t e a rrilmbar o f v a r i b b l e s t h a t a r e
used as exogenous i n p u t f o r t h e s t a t i c n o d e 1 i n t h e nexF p e r i o d . T h c I
s e t of s u h n o d e l s i n c l u d e s : a model o f r u r a l - u r b a n r n i g r h t i o n , a mode l of I I
l a b o r f o r c e growth and s t r u c t u r e , a model of t h e l o a n a b l e f u n d s m a r k e t I I
and i n v e s t s e n t d e t e r m i n a t i o n , and f i n a l l y a number of f 6 n c t i o n s v h i c h
d i s c u s s e d s e p a r a t e l y i n tkn n e x t s e c t i o n .
I I . ? d a t e exogenous p a r a n e t e r s ( such as p r o d u c t i v i t y g r o u t b ) . The demo-
Inves tment i n t h e model i s d e t e r m i n e d by e x p l i c i t l I y m o d e l l i n g I
t h e demand f o r i n v e s t i b l e f u n d s by e a c h f i r m s i z e and se ic to r . F i g u r e
g r ; ~ p h i c mode 1s o f r u r a l - u r b a n m i g r a t i o n and l a b o r f o r c e
3 showi t h e model s c h e r i t i c a l l y . P r o d u c e r s form t h e i r dlernands f o r l o a c a b l e
growth a r e
I
f u n d s on t h e b a s i s of e x p e c t e d s a l e s and p r i c e s of i n p u t which a r e , in p t u r n , b a s e d on t h e s o l u t i o n of t h e s t a t i c model f o r t h e b r e - i o u s p e r i o d .
I
C r e d i t is then r a t i o n e d e i t h e r by s e t t i n g an i n t e r e s t r b t e and a l l o d i n g I
tile n - ~ r k c t t o c l e a r a t t h a t r a t e o r by s e t t i n g a t a r g e t t a t e o f expansion I
of c r e d i t and a l l o w i n g ' t h e r a t e of i n t e r e s t t o a d j u s t . & - ( o r d e r t o c l e a r - L
I
t h e l o w a b l e funds m a r k e t . The o u t p u t s of t h i s s u b m o d e l a r e t h e
i I ; I l !ocst?en of l o a n a b l e funds acong f i... s i z e s and s e c t o ~ Q and a n o v e r a k l
I
i n j e c t i o n of c r e d i t i n t o t h e econony . I f t 5 e i n f l a t i o n j a t e i n t h e
n e x t p e r i o d i s as e x p e c t e d , t h e n t h e s e c t o r s > r i l l a c h i e v q t h e i r des i r ec I
! ' I ' .
L s h i g h e r t h a n e d p e c t e d ,
t 1 1 r n rc.71 i n v e s t c e n t w i l l be l o v e r s i n c e t h e
-- -14-
n o n l n a l i n v e s t l e n t s e t i n t h e d y n a a i c s u b n o d e l w i l l n o t p u r c h a s e as
nany r e a l i n v e s t m e n t goods 3s d e s i r e d . I
P n r a r e t e r u p d a t i o g i n t h e d j n a n i c node? ? r o c e e d s , i n
g e n e r a l , i n i n d e p e n d e n t b l o c k s of equat ions- . "or example , I
t e c h n o l o g i c a l 7 r o d u c t i v i t y 7 a r a n e t e r s a r e e x t r a p o l a t e d u s i n g a geo-
n e t r i c growth t r e n d and a r e i n d e p e n d e n t of any d e n o g r a ~ h i c t ends such 1
r a t i a s . S a l e s e x p e c t a t i o n s f o r f i r m s ( r e q u i r e d f o r investment1 ~ d e t ~ r n i n a t i o n ) a r e f o r ~ e d on ik'e b a s i s of p a s t r a t e s of of
a s p o p u l a t i o n p r e s s u r e on n a t u r a l r e s o u r c e s . The s a v i n g s r a t e s
upda ted by n e a n s of a n e s t i m a t e d r e l a t i o n between s a v i n g s r a t e s
s a l e s m o d i f i e d by r e l a t i v e p r o f i t a b i l i t y . Exchange r a t e r e g i + e s I
a r e
and
( f i x e d o r f l e x i b l e ) and f i n a n c i a l r eg imes ( f i x e d i n t e r e s t r a t
o r t a r g e t e d c r e d i t i n j e c t i o n s ) a r e u p d a t e d exogenous ly . F i n
income l e v e l s w i t h o u t any c o n s i d e r a t i o n of demographic depend
I
a c c o u n t i n g r e l a t i o n s h i p s a r e used t o u p d a t e t h e c a p i t a l s t o c k s of
f i r m s , t a k i n g a c c o u n t of p a s t i n v e s t m e n t , d e p r e c i a t i o n and ge t a t i o n i
urban m i g r a t i o n w h i c h i s one of t h e s u b n o d e l s i n t h e d y n a n i c p b r t
i of t l i c o v e r . i l 1 izodei. P i 2 a l l y , t h e r e i s a subi-.odel i n t h e dyn+:iic
p n r l v h l c h d e t e r m i n e s t h e a g g r e g a t e grau:h of :he l a o o r f o r c e $ a d I
i
@ Demographic Submodels
There a r e t h r e e n a j o r demographic n o d e l s i n c o r p o r a t e d i n
t h c o v e r a l l model . F i r s t , t h e r e i s a model of household compo 5 i t i o n - w!lLch d e t e r m i n e s t h e number and c o z p o 5 t : o n of h o u s e h o l d s i n t e
s t n t i c p a r t of t h e o v e r a l l n o d e l . Second , t h e r e i s a model of r u r a i - :I
-15-
a150 i t s s k i l l c 0 ~ , 3 0 s i t i o n .
!luuseilold -- ConposiL@
Ln t h e ~ ~ & t i c x o d e l , x e d e f i n e f i f t e e n househo
c l ~ t e p o r i z e d by t h e occupation of t h e head o f t h e househo d . Each I h o u s c i ~ o l d can have =ore t h a n one x o r k e r and t h e o t h e r wo
work i n o c c u p a t i o n s d i f f e r e n t from t h a t of t h e head of t
I ~ o l d . As p a r t of its s o l u t i o n , t h e s t a t i c n o d e l g e n e r a t
and a v e r a g e income f o r e a c h o f t h e f i f t e e n c a t e g o r i e s o f
r e c i p i e n t s . The pro5len i s t o combine t h e s e v a r i o u s i n c
i n t o h o u s e h o l d s and s o t r a n s l a t e from f u n c t i o n a l o r
t o househo ld incomes.
The t e c h n i q u e we have d e v e l o p e d t o ;:hieve
is h a r e d on knowledge of t h e a v e r a g e number of o t h e r work rs i n I. c n c h house\ io ld c a t e g o r y and t h e i r o c c u p a t i o n a l d i s t r i b u t i
Assuming t h a t t h e a v e r a g e number and o c c u p a t i o n a l c o n p o s i
w o r k e r s i n e a c h househo ld c a t e g o r y i s c o n s t a n t and g i v e n f h e
p o p u l a t i o n and a v e r a g e i n c o n e of a l l worker o r income r e c , I
u. e u r o u p s , i t i s p o s s i b l e t o d e r i v e t h e t o t a l n u r b e r of hous
a v u r a g c income i n e ach househo ld c a t e g o r y . The d e r i v a t i o - -
t
.I i r c l n t f o n s h i p i s g i v e n below.
1C * D e f i n e t h e f o l l o w i n g m a t r i c e s : e II
-.--r--
I H = m a t r i x s u c h t h a t H is t h e s h a r e of " o t h e r i l
of c a t e g o r y J i n h o u s e h o l d c a r e g o r y I . Nocel t h a t
n - c o l u ~ l r . v e c t o r such t h a t n 4 i s t h e a v e r a g e nucber of - " o t h e r s -o rkers" i n h o u s e h o l d s o f c a t e g o r y i .
I I
S = d i s g o n a l m a t r i x such t h a t S = ni and N = 0 , i i i j I I
v - c o l u n n v e c t o r s u c h t h a t w e q u a l s t h e a v e r a g e i i c o n e I I
of w o r k e r s i n c a t e g o r y I . ~ I
y - c o l u r ~ ~ q v e c t o r s s h t h a t y e q u a l s t h e a v e r a g e t d t a l i I
i n c o n e of h o u s e h o l d s i n c a t e g o r y i. ~
p - c o l u n n v e c t o r s u c h t h a t p is t h e t o t a l n u b e r o i
w o r k e r s i n o c c u p a t i o n a l c a t e g o r y I . I '
N o t e t h a t nlHii i s t h e number o f " o t h e r workers'! i n c a t e g o r y j i n I
h = c o l u n r ~ v e c t o r such t h a t h i s t h e t o t a l number i
l ~ o u a e h o l d I . The t o t a l income of a househo ld i s t h e sum of t h ( income
o f
~ of t h e h e a d and of t h e i n c o x e s o f , a l , l " o t h e r workers ." Thus: , k
I y - w + N H w I
m - - ?
I L I
0 r - - * II I
i (1) Y = Q w I
~ where ? = I + S H .
Qii i s t h e t o t a l n u a b e r of workers i n
c a t e g o r y j i n h o u s e h o l d i.
I I
I I
h o u s e h o l d s i n c a t e g o r y i. ~
I t must be t r u e t h ~ t t o t a l household income be ~
S u b s t i t u t i n g from (1).
i d e n t i c a l l y e q u a l L O t o t a l 3 o r k e r i n c o n e . T h e r e f o r e (where
i n d i c a t e s t h e t r a n s 7 o s e ) :
S i n c e t h i s must be t r u e f o r any w , i t f o l l o w s t h a t :
( ' )
om su rvey d a t a a n d , g iven e q u a t i
( 4 ) we can e r a g e incomes and household nu
household c a t e g o r y .
Note t h a t t h e r e Ls no r e s t r i c t i o n on t h e s i g n of t h e e l e n e n t s
of Q-l and i& i s t h e o r e t i c a l l y p o s s i b l e t o have nega t i ve , e e a e n t s i n h C ( a l t h o u g h i t d i d n o t happen i n p r a c t i c e ) . Th i s i m p l i e s t h t s o cany t
b- w workers of a. g iven c a t e g o r y a r e needed a s " o t h e r workers" h a t t h e . ? L
qousehold c a t e g o r y must g e n e r a t e such v o r k e r ~ e x n i h i l o by hav ing a - - 1 n e g a t i v e e n t r y . e
I
I Note a l s o t h a t , w h i l c we do no: e x p l i c i t l y t a k e i ccounc of
I r ! l f f e r enccs i n housenolcl s i z e and dependency r a t i o s , t h e y r e i x p i i c i t l : ; t i n c luded i n t h e pa r ame te r n , t h e a v e r a g e nuaber of " o t h e r 4 o r k e r s " i n
d i i f e r e i i [ household c a t e g o r i e s . 'This p a r a m e t e r , however , s s p e c i f i e d 1
exogenous ly and does n o t v a r y o v e r t i z . e . The n o d e l a c c o u n t s f o r
t h e e c o n o x i c a l l y a c t i v e p o p u l a t i o n and f o r t h e nunber o f hou e h o l d s 1 r a t h e r than f o r t h e t o t a l p o p u l a t i o n .
.U.ipration :Icdel I I I I I ~
I n t h e o v e r a l l c o d e l , n i g r a t i o n i s a s s u r e d t o o c c u r I between I
p e r i o d s and i s t h u s c a l c u l a t e d iri t h e dynamic p a r t . ~ i ~ r a t i o i n i s
v i e v e d a s a d i s e q u i l i b r i u m a d j u s t a e n : p r o c z s s , a r e s p o n s e t o r u r a l -
I
of l a b o r hetveer: r u r a l and urban a r e a s and c a l c u l a t e s z i i g r a t i b n a s
u rban i n c o n e d i f f e r e n t i a l s . T h i s v iew of m i g r a t i o n c o n t r a s t s
I I
t h e movegent o f l a b o r r e q u i r e d t o a c h i e v e t h e e q u i l i b r i u m a l l k c a t i o n . 11
In b o t h a p p r o a c h e s , m i g r a t i o n i s a f u n c t ' - - of e x p e c t e d incom
w i t h
d i f f e r e n t i a l s . I n t e r m s of o u r model , one way t o ::ee t h e d i f I e r e n c e
i s t o n o t e t h a t a Har r i s- Todaro m i g r a t i o n f u n c t i o n would be i y c l u d e d
t h e Har r i s- Todaro a p p r o a c h which d e f i n e s a n e q u i l i b r i u n a l l o c t i o n a
i n tile w i t h i n- p e r i o d s t a t i c model w h i l e a d i s e q u i l i b r i u m a d j u t a e n t I n o d e l i s r e c u r s i v e i n t i m e and f i t s n a t u r a l l y a s a subnode l i d t h e
I
I
In o u r mode l , t h e r e a r e t h r e e r u r a l g roups which a r e I
p o t e n t l a 1 s o u r c e s of m i g r a n t s : l a n d l e s s l a b o r and f a r n e r s i n ( t h e
t u o a n a l l e s t s i z e c a t e g o r i e s . F a r a e r s i n t h e two l a r g e r s i z e ~ ; + t e g o r i e s ~E I I
a r c nssurncd no t t o m i g r a t e . There a r e t h r e e urSan g r o u p s v h i d h a r e
p o t e n t i a l r e c i p i e n t s of n i g r o n t s : a p ? r e n t i c e s , u n s k i l l e d l a b o r and I
s i i L ? c d l a b o r . I n a d d i t i o n , t h e r e i s i z p l i c i t novezen t of a i g ( r a n t s I
i n t o t h e s e l f - e ~ ~ p l o y e d c a t e a o r i e s s i n c c t h e =ode1 i n c l u d e s a d e c h a n i s n I I
f o r aove5er. t by :he s e l f - e q l o y e d . In e f f e c t , t h e r e i s a s e p a l r a t e
I
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a d j u s e e d a s a f u n c t i o n of :he i n c o z e d i f f e r e n t i a l s aaong u rban g r o u p s .
Thus ;in u rban g rou? w i t h a r e l a t i v e l y h i g h e r a v e r a g e i n c o z e w i l l ,
r e c e i v e a l a r g e r s h a r e of t h e m i g r a n t s t h a n i t s c u r r e n t p o p h l a t i o n -
s h a r e . I
FTnen ~ i g r a n t s l e a v e t h e i r f a r m s , t h e i r l a n d i s a s $ m e d t o
b e t a k e n o v e r by f a r r i e r s i n t h e t v o l a r g e r f a n s i z e s . hi$ i s done
by a d j u s t i n g t h e l a n d i n p u t which i s i n c l u d e d i n t h e a g r i c u i r l , ; a l
p r o d u c t i o n f u n c t i o n s . The l a n d i s d i s t r i b u t e d t o t h e two la rger Earn I
s i r e s i n p r o p o r t i o n t o t h e i r c u r r e n t l a n d h o l d i n g s . Thus n l g r a t i o n
Ln t h e model changes t h e s i z e s t r u c t u r e of l a n d h o l d i n g s i n t h e
a g r i c u l t u r a l s e c t o r i n f a v o r of l a r g e r f a r m s . S i n c e t h e l a i g e r
f a r m s , e s p e c i a l l y t h e n e x t - t o - l a r g e s t , a r e more e f f i c i e n t t q a n t h e I
s m a l l e r f a r m s , m i g r a t i o n l e a d s t o some e f f i c i e n c y g a i n s i n t h e I
a g r i c u l t u r a l s e c t o r s . I I
Labor F a r c e Growth and C o ~ ~ p o s i t i o n - -
The a g g r e g a t e growth of t h e l a b o r f o r c e i s s p e c i f i l e d I
L . I l
exogenous ly i n t h e x o d e l , f o r t h e b a s e r u n r e p o r t e d be low, ' t h e I
I n g F r e g a t e r a t e s f o r t h e r u r a l and u rban s e c t o r s a r e c o n s t a n t f o r - - I
I
t h c e n t i r e p e r i o d and a r e s e t a t 2 .8 p e r c e n t ' % y e a r f o r t h e b r b a n
- - I groups and 3 . 0 percen: a y e a r f o r t h e r u r a l g o u p s . These r h t e s
? - I
a r e changed i n some of t h e e x p e r i m e n t s . The r a t e s a r e h i g h e r t h a n I
I
t h e r a t e of growth of popula;.:on i n Korea b e c a u s e , due t o a baby
boon i n :he 1 9 5 0 s , i n c r e a s i n g numbers a r e e n t e r i n g t h e l a b o r f o r c e .
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f o r t h e b a s i c r u n . The r a p i d d e c l i n e i~ t h e t e n s o f t r a d e c a u s e s I
a g r i c u l t u r a l inco-,es t o f a l l f a ~ t e r t h z n can b e o f f s e : by n _ i g r a t i o n . I
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r u r a l i n c o c e s r i s e s u b s t a n t i a l l y . ~ I n t e r z s o f :he r e l a t i v e income d i s t r i b u t i o n , zor i / r a p i d
l a b o r 3 r a w t h l e a d s t o a = o r e e q u a l d i s t r i b u t i o n . The G i n i 4 o e f f i c i e n t s
a r e 0 . L 5 3 , 0 . 4 7 5 and 0 . 2 4 0 f c r t h e h i g h g r o v t h , b a s i c r u q a * l s l o w I I
g r o v t h e x p e r i ~ e n i s r e s ? e c L i 9 i e l j . . I n b e r m of : e m i x c o c e s , h i a h I
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f o r t h e r i c h e s t q u i z t i l e . However, z c d e r a t e l a b o r f o r c e E r v t n a s .; C
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a v e r f l q e , T h u s , i n :er:s sf t 3 e ? z r c t a c r i ~ e t i o n , = c d e r a t ~ grr--:h i~
- - ~ r c f e r r e d t e h i g h later g r c z c h . :: one has s g a l i : a r i ; n v ; l$es , =oders:e
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I n e x p e r i z e a t s 5 and 6 , t h e a g g r e g a t e r a t e of growth o f t h e l a b o r
f o r c e i s l o v e r e d uneven ly . I n e q e r i a e n t 5 , t h e r a t e of g rowth of
t h e a g r i c u l t u r a l l a b o r f o r c e i s lowered by 1 p e r c e n t a g e p o i n t , w i t h
:he urban g rowth r a t e unchanged. I n e x p e r i x e n t 6 , t h e urban growth
r a t e i s lowered by 1 p e r c e n t a g e p o i n t i n s t e a d . The growth r a t e s i n
t h e b a s i c run a r e 2 .8 and 3.0 p e r c e n t a yaar f o r urban and r u r a l
l a b o r r e s p e c t i v e l y .
x€2sul ts ----
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Llrnit ,2tion i s a lways t o t h e a d v a n t a g e of t h e s e g a e n t of s o c i e t y
p r a c t i c i n g t h a t l i m i t a t i o n , and t o t h e d e t r i n e n t of o t h e r s e c t o r s .
Tt,e r e a s o n i s t h a t t h e t e r n s of t r a d e s h i f t i n f a v o r of t h ? s e c t o r
xtiose l a b o r f o r c e f a l l s r e l a t i v e l y . The s e c t o r whose l a b o r f o r c e
c l r o p s p roduces l e s s , t h e r e b y r a i s i n g t h e r e l a t i v e p r i c e s of i t s p r o d u c t s
a i ~ d , u l t i m a t e l y , r a i s i n g i t s income. T h i s l a s t r e s u l t *depends cn :k.e
c n ~ p l r i c c l l Fact t h a t t h e r e d u c t i o n i n t h e l a j o r f o r c e of a s e c t o r
r e d u c e s t h e s u p p l y of t h e s e c t o r ' s o u t p u t n o r e t h a n i t . r e d u c e s d e m n d
f o r i t s o u t p u t . I:I ;!ear 9 , t h e a g r i c u l t u r a l t e x s of t r a d e a r e 35 ir. w
clxperfment 5 conpared t o 49 i n exper imeht 6 and 83 i n t h e b a s i c r u n .
Keduc t i2n i n r u r a l l a b o r f o r c e grokyth ( e x p e r i n e n t 5 ) r a i s e s
r r i r a l i c c o n e s i n y e a r 9 by 9 p e r c e n t o v e r t h e i r b a s i c run v a l u e s and
r e d r ~ c c s t h e r u r a l s h a r e i n t h e p o v e r t y p o p u l a t i c n s l i g h t l y (5y 2 . 3
7 e r c e n t a g e p o i n t s ) . I t a l s o r e d u c e s o v e r a l l p o v e r t y and r a i s e s ~ h e
,,,,,.,. q u i ~ . t i l e . I: r e d u c e s u r b a n 7over:jt as Zen: f z c c z e o f thi? '-1"-
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a f i 6 C t h o u s s n ? z i g r a t e c o z 7 a r e d t o 632 t h o u s z n l i n t h e b a d i c r u n
and 9 2 1 :>,sosand i 2 e - e r i z e n : 6 . I
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t h e S ? ~ O S L : ~ e f f ~ c : z n t is - o r e e x t r e a e i n i t s i z ? a c t . I t r a i s e s
u r 5 a n i n c o z e s by a3ou: 3 0 F e r c e a t c = z ? a r z d t o t h e b a s i c rud a d I
r e d u c e s r u r a l i z c o z e s by a l a o s c 4 0 F e r c e n t . It a l s o r s s u i r l s ir~ I I
i n c r e a s e d : c t a l ? o v s r z y and l o v e r s :he i n c o n e of t h e bot:cd q u i n t i l e . I I
I n 5 c t h e x ? e r i z c n t s , lar ration t e n d e d t o o f f s e t t5e i z p a c t o f t h e I
u z 5 a l a c c e d change i n l a 3 o r f o r c ? g r c w t 5 . Y A g r a t i o n was c o r ~ e
e f f e c t i v e i z e x ~ e r i ~ e n : 5 , r e d u c i n g t h e u r b a n- r u r a l i n c o c e r a t i o I
s l i g h t l y c c c p a r e d t o t h e b a s i c r u 3 a n d g r e a 5 l y c o q a r e d t o e.qerFzerAt I
6 (175 c o n p a r e d t o 1 7 9 and 3 6 9 ) . The a i g r a t i o n i n e q e r i z e ~ n t 6 i s I
v e r y h i g h , almos: as h i g h as i n t h e h i g h m i g r a t i o n experi :ekt , b u t
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l a b o r f o r c e g r o v c t h . I
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I e c o n c x i c 2erforzance. Cozpared ts t h e S a s i c r u n , n a t i o n a l i n c o z e - - I
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t o L p e r c e n : b y y e a r 9 . T h e r e a r e a i s o s m l l c h t n g e s i a thk I
structure cl e g g r e g a t e c o n s u z ? t i c n and c c c h
d i s t r i3u: i -n o f nacio~al i n c o c e ( r e f l e c t i n g
l a r g e r changss i n = h e
I n t e r n s of t h 2 d i s t r i b u t i o n of i n c o ~ e , e x ~ e r i a e n t 5 i s
auch c l o s e r t o t h e b a s i c run t h a n i s ex?erii?,ent 6 . The r e a s o n i s I
t h a t i n e x p e r i m e n t 5 , n i q r a t i o n i s a zoi-4 effective q u a n t i t y a d j u s r -
c e n t r e c h a n i s x and s u c c e s s f u l l y o f f s e t s a o s t of f h e e f f e c t s of tSc I
u-balanced l a b o r f o r c e g rowth . I n e x p e r i m e n t 6, / e v e n v e r y l a r g r c o u n t e r a c t I
n i g r a t i o n does n o t s u f f i c e t o / t h e d e t e r i o r a d i n g t e n s cf t r a d e . I
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n a g n i t u d e , t h e y cezd t o b r a c k e t t h e r e s u l t s one n i g h t e*pect f r o n
c n p t r i c a l l y more l i k e l y e x p e r i z i e n t s i n t h e sarce d i r e c t i s n s . The
e x p e r i z e n t s i n d i c a t e t h a t i f one h a s m o d e r a ~ e l y e g a l i t a d i a n v a l c e s ,
t h e n o n e x o u i d p r c f e r a modera te r a t e of l a b o r f o r c e grolwth o v e r
b o t h s u c h s l o w e r and xuch f a s t e r r a t e s . I n g e n e r a l , h i lgher r a t e s
o f l a b o r f o r c e g r o v t h t end t o f q v o r t h e poor and ;rake t h e d i s t r i -
b u t i o n of i n c o n e a o r e equ:l -- a r e s u l t t h a t a u s t be s e t a g a i n s t t h e I
u s u a l a rguments n a d e f o r s l o w e r p o p u l a t i o n growth.
S i n c e o u r p o p u l a t i o n e x p e r i m e n t s a r e ex t reme i h magni tude ,
t h e y o v e r s t a t e t h e e f f e c t s o n e c o u l d e x p e c t i n t h e r e a l G o r l d f rom
p o p u l a t i o n p o l i c y . The f a v o r a b l e n e d i m run e f f e c t s fouird f o r n o d e r a t e I
r a t e s of l a b o r f o r c e g rowth i n t h e model a r e t h e r e s u l t {f h a v i n g I
removed o n l y one of t h e a n i t - n a t a l i s t b i a s e s b u i l t i n t o niost e c o n o n i c -
demographic models : :hat a g g r e g a t e d e m n d i s i n d e p e n d e n t of t h e
r a t e of p o p u l a t i o n g rowth . S i n c e t h e demographic t y a n s i t ; i o n is I I
L i k e l y t o s t a r t irr u rban a r e a s , t h e arguments f o r coderat ie r a t e s
o f Labor f o r c e growth a r e r e i n f o r c e d by c o n s i d e r i n g t h e r L s u l r s of
t h e c x p e r i z e n t s l i x i t i n g t h e r a t e o < g r o v t h of t h e urban habor f o r c e . I
L l n i t a t i o n s on r u r a l - u r b a n n i g r a t i o R o r o t h e r l i m i t s :o t h e g r o w t h
of the rirban p o p u l a t i o n a l o n e t e n d t o i n c r e a s e o v e r a l i poker:p
( p a r t l y by i n c r e a s i n g r u r a l p o v e r t y ) and t o make t h e o v e r a l l d i s ~ r i -
b u t i o n c o r e u n e q u a l , e- en i n t h e n e d i u a t e r n .
v e r s i o x x e d k e r e is ts a d a ? c a c i c x o f t h e =ole: c s e d :A 45.2 bcok I
vi:h a cuxber cf = i n o r ~ c d i f i ~ a t i c ~ s a-d a -o r2 s o p h i s t i ~ a r s d zc ie l
2 . For a l e s c r ? ? r i o n of L??! and ? : : I , see Q~iz i l ( 1 9 7 5 ) . hi( T Z C O I
z o d e l s a r e s u r v e y 2 6 ix 3rs--3 (1974) and 3.i.CXLY i s d s s c r i q e d iz ~ R c d g e r s , Ec?Xir.s and ;;Sr:.r ( 1 9 7 7 ) . O r h e r e x a q l e s a r e ~ i J o n (1976) 1 a n d . o f C O Z ~ S ~ , Cse le 2x6 A O O - ~ e r (1958) . 1
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3 . For a d i s c u s s i o n o f szze o f t 5 e e z i ? i r i c a i v o r k , s e e S i ~ o n ( 1 9 7 6 ) . I I
4 . S e e S . K u z n e t s ( 1 9 6 6 ) . I
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5 . S e e , f o r e x a n p l e , .A. ?. i h i r l u a l l (1972) and A d e l m a ( 1 9 6 3 ) . I I
See S i ~ ~ o n ( 1 9 7 5 ) . I I I
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Tor a d i s c u s s i o n o f :his g e n e r a i a ~ ~ r o a c h t o d;;nanic z o d e l s , I
especialiy l o z g r u n r .ocie?~, see X o 5 i n s c c ( 1 9 7 6 a ) . I i I
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- : ,.: a c g z p l e t e d e s c r i g c i o r , of t h e t e c h n i q u e , s e e 3 o b i n s o n ( 1 9 7 6 5 ) .
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The a l q o r i t h a u s u a l l y r e q n i r e d f i 0 3 1 0 t o 20 p r i c e i t e r a t k ~ n s ' a r ~ d B
f rom 1 5 t o 25 vage i t e r a t i c a s ?e r ? r i c e i : e r e ; i o n . For a f u l l 1 "
d e s c r i p t i o n of o u r s o i c t i c n s:ra;egy r n l a scr-:ey of a t h e ?
a ? ? ~ o a c h c s , s e e Li.delzan as2 3.c5inson ( 1 9 7 7 ) .
LO. '.de o b t a i n e d t h i s d a t a by Zeacs of a s p e c i a l s u r v e y appendzd
t o t h e Korean u r j a n household s u r v e y . Th2 s p e c i a l s l r v e Y Y ~ S
f i n a n c e d by t5e Zo r ld 3ank.
11. H a r r i s and Todaro (1970) .
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2 . Ahxed (1974) hzs e s t i n a t e d a ~ d s o l v e d a CGE n o d e l f o i 3angl.adesh
i n c o r p o r a t i n g a Kar r i s -Todaro n i g r a t i o n model.
1 3 . Yean household ixcome i s h i g h e r , b u t n a i i o n a l income i s l o v e r
i s l o v e r 11 e q e r i a e n t 1 and t h e r e a r e d i f f e r e n c e s i n u n d i s t r i -
The d i f f e r e n c e i s d u e t o t h e f a c t t h a t t h e number of
bu ted p r o f i t s , government s a v i n g s , and t h e b a l a n c e o f i n ' e r n a t i o n a l I
h ouseho ld s
t r a d e .
; ; lccre 3 i s : r i i u t i a ; ; ?31L;:: iz 2ee.~elc?i .?g C c c ; ~ : r i e s : X Case S : c l y
of K o r e a . S t z n f o r d : S: tn ford U n i - ~ e r s i ~ : J P ress (forthco3iZ3 1 9 7 7 ) .
-.
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{I Case S : : : d y of India's 3 r o s p e c t s . P r i i ~ c e t o n : P r i n c e t o r . Uxi
Cel lern1 Zlec:r:c C o q a n : ~ - T E I P O ( 1 9 7 4 ) .
C o a l e , 4 . J . and Z.U. Hoo-/er
P03uIation G r e h l h and E c o a o z i c C e v e l o ? m e n t i a Low Incocc - .-
P r e s s ( 1 9 5 3 ) .
C a u n t r i e s : -
H a r r i s , 5 . 3 . a n d X.?. T o d a r o - - , . .s " X i g r a c i c n , Lner; . ,?loy'zex~ axb r)evcio?r,ex: : X T;-o-Ser to r .LA:al:;
" i n c o r , ~ D i s i r i h u t i o n x i c h i n G r o u p s , .k~,ong Groups and O v ~ r a 1: 1
a I .., . , : c ['ce of ti:e !,?.?'! 3-6 ?2?! I fode l s Ecr S t r c c t u r a l .k~al:;sqs azd
-1 T e c h n i q ~ ~ e ci ;inal::sis," P r i n c e t o n r c i v e r s i t y , R e s e a r c h ? I c g r a n , .
I, . . ;I~ , - ,*c l c p ~ e r ; ~ ''l,?nni::;, . ~ a s ! - , i n q ~ c n , 3 . C . : C . S . 3 i l r eau o f
( ~ * I I ~ ; I I S ( l Q 7 5 ) .
i : ~ ~ e ~ i e l o p - e i : : S t c d l e s , D i s c u s s i o n F a p e r :;o. 65 (Augus t 1 9 6 a ) . i
t 5 e
i c o n o n i c D e v e l o y c e c t ," h e r i c a n E C O ~ O ~ ~ C Review, V o l . 6 6 , lo. 2 ,
R o l l i 11sor-1 , S ,
I,... ~c,~..nrc!s zn Adirqllate Locg-Run >!ode1 of I n c o x e D i s t r i b u t i o n
( 1 0 7 6 h ) , p p . 122-26 .
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Rotlpcr.;, (;. 15. , Y..J . I ) . l i op i r in s , and R . 'n'ery
. tc:on<1nic:-9enon,ra?':lic - h i o d e l l i n ~ f o r D e v e l o p x e n t P l a n n i n g : - - - -
Z . 7 c . l l ~ 1 e -- ?h i l i p p i z e s . Gexeva: I .L.O ( f o r t h c o m i n g 1 9 7 7 ) .
!; i r ;~ 111 , , J .
"i'opu1n:ion G r o l ~ t h Yay 3 e Good f o r L D C ' s i n t h e Long Run: . I
Sf n111.7t i o n Yodcl ," 7:ononfc Developnen: and C u l t u r a l
- * .h i r l g < r ~ l l , ,1.I1.
1 . ";i Cross -Sec : lon S t u d y of P o p u l a t i o n Growth a n d t h e G r c u t h o f
O l 1 t 7 i 1 t . ~ n c i Pe r C ~ ~ i t z i x c o n e i n a P r c d c c t i o n F u n c t i o n F r a z e v r k , " I?