Task 5 Worksheet

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    Task 5: Interpreting results from a constrained multiplier model

    2007 SAM for Ghana with 7 sectors

    Units: Millions of new Ghanaian Cedis (current prices)aagr amin aman aelw acon apubs aprv cagr

    aagr 7,070

    amin

    aman

    aelw

    acon

    apubs

    aprv

    cagr 606 831 126

    cmin 13 56

    cman 574 413 1,303 1,059 1,418 53 307

    celw 26 114 374 91 25 6 80

    ccon 1,249 53 677 76 706 135 782

    cpubs

    cprvs 64 73 95 643

    lab 4,215 251 823 1,179 1,089 1,285 874

    cap 336 505 436 755 271 394 552

    hrur

    hurb

    gov 160

    s-irow 575

    tot 7,070 1,410 4,458 3,217 3,605 1,873 3,363 7,805

    PART 1: Calculating the adjusted inverted coefficient matrix

    Coefficient matrix (M)

    Each cell entry is divided by its column total

    aagr amin aman aelw acon apubs aprv cagr

    aagr 0.91amin

    aman

    aelw

    acon

    apubs

    aprv

    cagr 0.09 0.19 0.04

    cmin 0.00 0.02

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    cman 0.08 0.29 0.29 0.33 0.39 0.03 0.09

    celw 0.00 0.08 0.08 0.03 0.01 0.00 0.02

    ccon 0.18 0.04 0.15 0.02 0.20 0.07 0.23

    cpubs

    cprvs 0.01 0.05 0.03 0.19

    lab 0.60 0.18 0.18 0.37 0.30 0.69 0.26

    cap 0.05 0.36 0.10 0.23 0.08 0.21 0.16hrur

    hurb

    gov 0.02

    s-i

    row 0.07

    tot 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00

    Adjusted coefficient matrix (M*)

    If sector is constrained then use remove link to domestic production and shift demand change to exoge

    aagr amin aman aelw acon apubs aprv cagr

    aagr 0.91

    amin

    aman

    aelw

    acon

    apubs

    aprv

    cagr 0.09 0.19 0.04

    cmin 0.00 0.02

    cman 0.08 0.29 0.29 0.33 0.39 0.03 0.09celw 0.00 0.08 0.08 0.03 0.01 0.00 0.02

    ccon 0.18 0.04 0.15 0.02 0.20 0.07 0.23

    cpubs

    cprvs 0.01 0.05 0.03 0.19

    lab 0.60 0.18 0.18 0.37 0.30 0.69 0.26

    cap 0.05 0.36 0.10 0.23 0.08 0.21 0.16

    hrur

    hurb

    gov 0.02

    s-i

    row 0.07

    Identity matrix (I)

    aagr amin aman aelw acon apubs aprv cagr

    aagr 1.00

    amin 1.00

    aman 1.00

    aelw 1.00

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    acon 1.00

    apubs 1.00

    aprv 1.00

    cagr 1.00

    cmin

    cman

    celwccon

    cpubs

    cprvs

    lab

    cap

    hrur

    hurb

    gov

    s-i

    row

    Intermediate step (I-M*)

    Subtract the adjusted coefficient matrix from the identity matrix

    aagr amin aman aelw acon apubs aprv cagr

    aagr 1.00 -0.91

    amin 1.00

    aman 1.00

    aelw 1.00

    acon 1.00

    apubs 1.00aprv 1.00

    cagr -0.09 -0.19 -0.04 1.00

    cmin 0.00 -0.02

    cman -0.08 -0.29 -0.29 -0.33 -0.39 -0.03 -0.09

    celw 0.00 -0.08 -0.08 -0.03 -0.01 0.00 -0.02

    ccon -0.18 -0.04 -0.15 -0.02 -0.20 -0.07 -0.23

    cpubs

    cprvs -0.01 -0.05 -0.03 -0.19

    lab -0.60 -0.18 -0.18 -0.37 -0.30 -0.69 -0.26

    cap -0.05 -0.36 -0.10 -0.23 -0.08 -0.21 -0.16

    hrur

    hurb

    gov -0.02

    s-i

    row -0.07

    Inverted adjusted coefficient matrix (I-M*)-1

    Invert the above matrix using the Excel "MINVERSE" formula.

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    aagr amin aman aelw acon apubs aprv cagr

    aagr 1.48 0.35 0.50 0.35 0.31 0.44 0.40 1.34

    amin 0.00 1.00 0.01 0.02 0.00 0.00 0.00 0.00

    aman 0.27 0.30 1.31 0.31 0.33 0.25 0.27 0.24

    aelw 0.07 0.15 0.15 1.10 0.07 0.08 0.10 0.07

    acon 0.41 0.24 0.38 0.21 1.39 0.29 0.50 0.37

    apubs 0.01 0.00 0.00 0.00 0.00 1.01 0.00 0.01aprv 0.18 0.20 0.13 0.14 0.15 0.19 1.36 0.16

    cagr 0.53 0.38 0.55 0.39 0.34 0.49 0.44 1.48

    cmin 0.00 0.00 0.01 0.02 0.00 0.00 0.00 0.00

    cman 0.83 0.93 0.96 0.95 1.01 0.78 0.84 0.75

    celw 0.07 0.15 0.15 0.10 0.07 0.08 0.10 0.07

    ccon 0.44 0.26 0.41 0.22 0.43 0.31 0.54 0.40

    cpubs 0.01 0.00 0.00 0.00 0.00 0.01 0.00 0.01

    cprvs 0.20 0.22 0.15 0.16 0.17 0.21 0.40 0.18

    lab 1.14 0.62 0.75 0.77 0.73 1.16 0.83 1.03

    cap 0.18 0.49 0.24 0.35 0.19 0.33 0.33 0.16

    hrur 0.66 0.51 0.48 0.54 0.45 0.73 0.56 0.60

    hurb 0.65 0.60 0.51 0.59 0.47 0.76 0.60 0.59

    gov 0.23 0.22 0.23 0.22 0.23 0.22 0.23 0.23

    s-i 0.26 0.22 0.20 0.23 0.19 0.30 0.23 0.24

    row 0.51 0.56 0.58 0.56 0.59 0.48 0.53 0.54

    B-matrix

    aagr amin aman aelw acon apubs aprv cagr

    aagr

    aminaman

    aelw

    acon

    apubs

    aprv

    cagr 1.00

    cmin

    cman

    celw

    ccon

    cpubs

    cprvs

    lab

    cap

    hrur

    hurb

    gov

    s-i

    row

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    PART 2: The exgenous shock vector

    Exogenous demand shock matrix (E)

    cagr cmin cman celw ccon cpubs cprvs

    aagramin

    aman

    aelw

    acon

    apubs

    aprv

    cagr 1.00

    cmin 1.00

    cman 1.00

    celw 1.00

    ccon 1.00

    cpubs 1.00

    cprvs 1.00

    lab

    cap

    hrur

    hurb

    gov

    s-i

    row

    PART 3: The multiplier effects

    Multiplier effects Z = (I-M*)-1 B E

    Calculated using constrained multiplier formula (see Equation 5.6)

    cagr cmin cman celw ccon cpubs cprvs

    aagr 1.34 0.35 0.16 0.35 0.28 0.44 0.35 Output mul

    amin 0.00 1.00 0.00 0.02 0.00 0.00 0.00

    aman 0.24 0.30 0.43 0.30 0.30 0.25 0.24

    aelw 0.07 0.15 0.05 1.08 0.06 0.08 0.08acon 0.37 0.24 0.12 0.21 1.29 0.29 0.44

    apubs 0.01 0.00 0.00 0.00 0.00 1.01 0.00

    aprv 0.16 0.20 0.04 0.14 0.14 0.19 1.19

    cagr 1.48 0.38 0.18 0.38 0.31 0.49 0.39

    cmin 0.00 1.00 0.00 0.02 0.00 0.00 0.00

    cman 0.75 0.93 1.31 0.94 0.93 0.78 0.74

    celw 0.07 0.15 0.05 1.10 0.07 0.08 0.09

    ccon 0.40 0.26 0.13 0.22 1.39 0.31 0.48

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    cpubs 0.01 0.00 0.00 0.00 0.00 1.01 0.00

    cprvs 0.18 0.22 0.05 0.16 0.16 0.21 1.36

    lab 1.03 0.62 0.24 0.77 0.68 1.16 0.73 GDP or val

    cap 0.16 0.49 0.08 0.35 0.18 0.33 0.29

    hrur 0.60 0.51 0.16 0.53 0.42 0.73 0.49 Income mu

    hurb 0.59 0.60 0.16 0.58 0.43 0.76 0.53

    gov 0.23 0.22 0.21 0.22 0.28 0.22 0.22s-i 0.24 0.22 0.06 0.22 0.17 0.30 0.21

    row 0.54 0.56 0.73 0.56 0.54 0.48 0.58

    Total multiplier effects by type of multiplier

    Output 2.19 2.24 0.80 2.11 2.08 2.25 2.32

    GDP 1.19 1.11 0.32 1.11 0.85 1.49 1.02 Note that i

    Income 1.19 1.11 0.32 1.11 0.85 1.49 1.02 factor taxe

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    cmin cman celw ccon cpubs cprvs lab cap hrur

    1,410

    4,458

    3,217

    3,605

    1,873

    3,363

    2,453

    2,395

    158

    73

    33

    599

    5,054 1,248

    4,663 2,002

    1,844 25 298 45

    1,5477,440 9 415

    1,410 13,742 3,251 3,904 1,873 3,822 9,717 3,250 7,257

    cmin cman celw ccon cpubs cprvs lab cap hrur

    1.00

    0.32

    0.99

    0.92

    1.00

    0.88

    0.34

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    0.33

    0.02

    0.01

    0.00

    0.08

    0.52 0.38

    0.48 0.62

    0.13 0.01 0.08 0.01

    0.21

    0.54 0.00 0.11

    1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00 1.00

    nous component.

    cmin cman celw ccon cpubs cprvs lab cap hrur

    1.00

    0.32

    0.99

    0.92

    1.00

    0.88

    0.34

    0.330.02

    0.01

    0.00

    0.08

    0.52 0.38

    0.48 0.62

    0.13 0.01 0.08 0.01

    0.21

    0.54 0.00 0.11

    cmin cman celw ccon cpubs cprvs lab cap hrur

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    1.00

    1.00

    1.001.00

    1.00

    1.00

    1.00

    1.00

    1.00

    cmin cman celw ccon cpubs cprvs lab cap hrur

    -1.00

    -0.32

    -0.99

    -0.92

    -1.00-0.88

    -0.34

    1.00

    1.00 -0.33

    1.00 -0.02

    1.00 -0.01

    1.00 0.00

    1.00 -0.08

    1.00

    1.00

    -0.52 -0.38 1.00

    -0.48 -0.62

    -0.13 -0.01 -0.08 -0.01

    -0.21

    -0.54 0.00 -0.11

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    cmin cman celw ccon cpubs cprvs lab cap hrur

    0.35 0.16 0.35 0.28 0.44 0.35 0.47 0.45 0.55

    1.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00

    0.30 0.43 0.30 0.30 0.25 0.24 0.24 0.24 0.25

    0.15 0.05 1.08 0.06 0.08 0.08 0.07 0.08 0.07

    0.24 0.12 0.21 1.29 0.29 0.44 0.21 0.21 0.22

    0.00 0.00 0.00 0.00 1.01 0.00 0.01 0.01 0.010.20 0.04 0.14 0.14 0.19 1.19 0.19 0.20 0.17

    0.38 0.18 0.38 0.31 0.49 0.39 0.52 0.49 0.61

    1.00 0.00 0.02 0.00 0.00 0.00 0.00 0.00 0.00

    0.93 1.31 0.94 0.93 0.78 0.74 0.75 0.74 0.78

    0.15 0.05 1.10 0.07 0.08 0.09 0.08 0.08 0.07

    0.26 0.13 0.22 1.39 0.31 0.48 0.23 0.23 0.24

    0.00 0.00 0.00 0.00 1.01 0.00 0.01 0.01 0.01

    0.22 0.05 0.16 0.16 0.21 1.36 0.22 0.23 0.20

    0.62 0.24 0.77 0.68 1.16 0.73 1.47 0.46 0.52

    0.49 0.08 0.35 0.18 0.33 0.29 0.11 1.11 0.11

    0.51 0.16 0.53 0.42 0.73 0.49 0.81 0.67 1.31

    0.60 0.16 0.58 0.43 0.76 0.53 0.78 0.91 0.32

    0.22 0.21 0.22 0.28 0.22 0.22 0.21 0.22 0.17

    0.22 0.06 0.22 0.17 0.30 0.21 0.32 0.31 0.34

    0.56 0.73 0.56 0.54 0.48 0.58 0.47 0.46 0.49

    cmin cman celw ccon cpubs cprvs lab cap hrur

    1.00

    1.00

    1.00

    1.00

    1.00

    1.00

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    This matrix shows the size of the exogenous demand shock for each commodity.It is initially set equal to one, which means a 1 million cedi increase in demand for each commodity.

    You can change the size of the shock to any number.

    Remember the unit of the shock and hence the multiplier is in value terms

    (i.e., millions of Ghanaian Cedi at 2007 prices).

    It is necessary for matrix calculations that all of the cell entries have a value, even if is zero.

    Note though that we are hiding all zero entries (see the Tools-Options drop-down menu).

    PART 4: Deciding on exogenous demand co

    Exogenous demand components

    Enter a one if the component of demand is exogenous in

    gov s-i row

    ltipliers 1 1 1

    This extended setup allows you to choose exogenous de

    1: component is treated as exogenous.0: component is treated as endogenous.

    Constrained supply sector

    Enter a one if the sector is supply constrained (zero other

    cagr cmin cman celw ccon

    This extended setup allows you to choose supply constrai

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    1: sector is supply constrained

    0: sector is not supply constrained

    e-added multipliers

    ltipliers

    come and GDP multipliers should be the same since there are no

    in the Ghana SAM (i.e., all value-added is paid to households).

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    hurb gov s-i row tot SAM legend

    7,070 aagr Activity - agriculture

    1,410 amin Activity - mining

    4,458 aman Activity - manufacturin

    3,217 aelco Activity - electicity, wa

    3,605 atrad Activity - trade and tra

    1,873 apubs Activity - public service

    3,363 aprvs Activity - private servic

    1,773 2,016 7,805 cagr Commodity - agricultu

    1,341 1,410 cmin Commodity - mining

    2,915 2,626 679 13,742 cman Commodity - manufact

    323 2,054 3,251 celco Commodity - electicity,

    152 3,904 ctrad Commodity - trade an

    35 1,805 1,873 cpubs Commodity - public se

    1,234 1,115 3,822 cprvs Commodity - private s

    9,717 lab Factor - labor

    3,250 cap Factor - capital

    547 409 7,257 hrur Households - rural

    840 1,592 9,097 hurb Households - urban

    940 739 4,052 gov Government

    1,725 860 548 4,680 s-i Saving/investment8,439 row Rest of the world

    9,097 4,052 4,680 8,439 total Column and row total

    hurb gov s-i row

    0.19

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    0.32

    0.04

    0.02

    0.00

    0.14

    0.10

    0.19

    1.00

    hurb gov s-i row

    0.19

    0.320.04

    0.02

    0.00

    0.14

    0.10

    0.19

    hurb gov s-i row

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    1.00

    1.00

    1.00

    1.00

    hurb gov s-i row

    -0.19

    -0.32

    -0.04

    -0.02

    0.00

    -0.14

    1.00

    -0.10 1.00

    -0.19 1.00

    1.00

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    hurb gov s-i row

    0.38

    0.00

    0.23

    0.08

    0.20

    0.010.21

    0.42

    0.00

    0.72

    0.08

    0.22

    0.01

    0.24

    0.42

    0.11

    0.26

    1.27

    0.26 1.00

    0.30 1.00

    0.45 1.00

    hurb gov s-i row

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    ponents and constrained sectors

    the model (zero otherwise).

    and components.

    wise).

    cpubs cprvs

    ned sectors

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    g

    er and construction

    nsports

    s

    es

    e

    uring

    water and construction

    transports

    vices

    rvices