Recreational WTP per Fish Meta-Analysis Calcs.xls

Author: Abt Associates Inc.

Created: 3/20/04

Updated: 8/22/08

Worksheet

SAS Output

Regions

Variables

Value per fish

Purpose: This file uses SAS meta-analysis output to calculate willingness to-pay (WTP) per additional fish 

caught by recreational users. The WTP values are used to estimate recreational benefits for the final rule.

Contents

Contains regression results from SAS.

Calculates per fish values for different regions and species.

Presents a summary of per fish values by region and species.

Contains region specific demographic and resource related information for use in 

variable assignments.

File Info 1 of 1
 Solution for Fixed Effects

 Standard

 Effect Estimate Error DF t Value Pr > |t|

 Intercept -1.4568 1.0284 32 -1.42 0.1663

 SP_conjoint -1.1672 0.3973 317 -2.94 0.0035

 SP_dichot -0.9958 0.2455 317 -4.06 <.0001

 TC_individual 1.1091 0.5960 317 1.86 0.0637

 TC_zonal 2.0480 0.6444 317 3.18 0.0016

 RUM_nest 1.3324 0.6377 317 2.09 0.0375

 RUM_nonnest 1.7892 0.6131 317 2.92 0.0038

 sp_year 0.08754 0.02588 317 3.38 0.0008

 tc_year -0.03965 0.03187 317 -1.24 0.2144

 RUM_year -0.00291 0.01948 317 -0.15 0.8814

 sp_mail 0.5440 0.4608 317 1.18 0.2386

 sp_phone 1.0859 0.4098 317 2.65 0.0084

 high_resp_rate -0.6539 0.2779 317 -2.35 0.0192

 inc_thou 0.003872 0.01398 317 0.28 0.7820

 age42_down 0.9206 0.2612 317 3.52 0.0005

 age43_up 1.2221 0.2369 317 5.16 <.0001

 trips19_down 0.8392 0.2230 317 3.76 0.0002

 trips20_up -1.0112 0.4381 317 -2.31 0.0216

 nonlocal 3.2355 0.4666 317 6.93 <.0001

 big_game_pac 2.2530 0.4048 317 5.57 <.0001

 big_game_natl 1.5323 0.4544 317 3.37 0.0008

 big_game_satl 2.3821 0.5356 317 4.45 <.0001

 small_game_pac 1.6227 0.3488 317 4.65 <.0001

 small_game_atl 1.4099 0.7094 317 1.99 0.0477

 flatfish_pac 1.8909 0.4826 317 3.92 0.0001

 flatfish_atl 1.3797 0.3373 317 4.09 <.0001

 other_sw 0.7339 0.3902 317 1.88 0.0609

 musky 3.8671 0.3507 317 11.03 <.0001

 pike_walleye 1.0412 0.3469 317 3.00 0.0029

 bass_fw 1.7780 0.4301 317 4.13 <.0001

 trout_GL 1.8723 0.2620 317 7.15 <.0001

SAS output 1 of 4
 Solution for Fixed Effects

 trout_nonGL 0.8632 0.3034 317 2.84 0.0047

 salmon_pacific 2.3570 0.4205 317 5.60 <.0001

 salmon_atl_morey 5.2689 0.4100 317 12.85 <.0001

 salmon_GL 2.2135 0.2722 317 8.13 <.0001

 steelhead_pac 2.1904 0.5635 317 3.89 0.0001

 steelhead_GL 2.3393 0.2198 317 10.64 <.0001

 cr_nonyear -0.08135 0.06810 317 -1.19 0.2331

 cr_year -0.05208 0.01451 317 -3.59 0.0004

 catch_year 1.2693 0.4888 317 2.60 0.0098

 spec_cr 0.6862 0.2323 317 2.95 0.0034

 shore -0.1129 0.1299 317 -0.87 0.3854

SAS output 2 of 4
SAS Output

Source: "Final model (62-8b) - unrestricted.lst"

updated 8/05/2005

These two columns should update automatically.

Paste SAS output on (not in) cell A7. The formulas may need to be copied.

Pasted output from SAS .lst file Variable Coefficient

Standard 

Error DF t Value Pr > |t|

 Solution for Fixed Effects

 Standard

 Effect Estimate Error DF t Value Pr > |t|

 Intercept -1.4568 1.0284 32 -1.42 0.1663 Intercept -1.4568 1.0284 32 -1.42 0.1663

 SP_conjoint -1.1672 0.3973 317 -2.94 0.0035 SP_conjoint -1.1672 0.3973 317 -2.94 0.0035

 SP_dichot -0.9958 0.2455 317 -4.06 <.0001 SP_dichot -0.9958 0.2455 317 -4.06 <.0001

 TC_individual 1.1091 0.5960 317 1.86 0.0637 TC_individual 1.1091 0.5960 317 1.86 0.0637

 TC_zonal 2.0480 0.6444 317 3.18 0.0016 TC_zonal 2.0480 0.6444 317 3.18 0.0016

 RUM_nest 1.3324 0.6377 317 2.09 0.0375 RUM_nest 1.3324 0.6377 317 2.09 0.0375

 RUM_nonnest 1.7892 0.6131 317 2.92 0.0038 RUM_nonnest 1.7892 0.6131 317 2.92 0.0038

 sp_year 0.08754 0.02588 317 3.38 0.0008 sp_year 0.08754 0.02588 317 3.38 0.0008

 tc_year -0.03965 0.03187 317 -1.24 0.2144 tc_year -0.03965 0.03187 317 -1.24 0.2144

 RUM_year -0.00291 0.01948 317 -0.15 0.8814 RUM_year -0.00291 0.01948 317 -0.15 0.8814

 sp_mail 0.5440 0.4608 317 1.18 0.2386 sp_mail 0.5440 0.4608 317 1.18 0.2386

 sp_phone 1.0859 0.4098 317 2.65 0.0084 sp_phone 1.0859 0.4098 317 2.65 0.0084

 high_resp_rate -0.6539 0.2779 317 -2.35 0.0192 high_resp_rate -0.6539 0.2779 317 -2.35 0.0192

 inc_thou 0.003872 0.01398 317 0.28 0.7820 inc_thou 0.003872 0.01398 317 0.28 0.7820

 age42_down 0.9206 0.2612 317 3.52 0.0005 age42_down 0.9206 0.2612 317 3.52 0.0005

 age43_up 1.2221 0.2369 317 5.16 <.0001 age43_up 1.2221 0.2369 317 5.16 <.0001

 trips19_down 0.8392 0.2230 317 3.76 0.0002 trips19_down 0.8392 0.2230 317 3.76 0.0002

 trips20_up -1.0112 0.4381 317 -2.31 0.0216 trips20_up -1.0112 0.4381 317 -2.31 0.0216

 nonlocal 3.2355 0.4666 317 6.93 <.0001 nonlocal 3.2355 0.4666 317 6.93 <.0001

 big_game_pac 2.2530 0.4048 317 5.57 <.0001 big_game_pac 2.2530 0.4048 317 5.57 <.0001

 big_game_natl 1.5323 0.4544 317 3.37 0.0008 big_game_natl 1.5323 0.4544 317 3.37 0.0008

 big_game_satl 2.3821 0.5356 317 4.45 <.0001 big_game_satl 2.3821 0.5356 317 4.45 <.0001

 small_game_pac 1.6227 0.3488 317 4.65 <.0001 small_game_pac 1.6227 0.3488 317 4.65 <.0001

 small_game_atl 1.4099 0.7094 317 1.99 0.0477 small_game_atl 1.4099 0.7094 317 1.99 0.0477

 flatfish_pac 1.8909 0.4826 317 3.92 0.0001 flatfish_pac 1.8909 0.4826 317 3.92 0.0001

SAS output 3 of 4
Pasted output from SAS .lst file Variable Coefficient

Standard 

Error DF t Value Pr > |t|

 flatfish_atl 1.3797 0.3373 317 4.09 <.0001 flatfish_atl 1.3797 0.3373 317 4.09 <.0001

 other_sw 0.7339 0.3902 317 1.88 0.0609 other_sw 0.7339 0.3902 317 1.88 0.0609

 musky 3.8671 0.3507 317 11.03 <.0001 musky 3.8671 0.3507 317 11.03 <.0001

 pike_walleye 1.0412 0.3469 317 3.00 0.0029 pike_walleye 1.0412 0.3469 317 3.00 0.0029

 bass_fw 1.7780 0.4301 317 4.13 <.0001 bass_fw 1.7780 0.4301 317 4.13 <.0001

 trout_GL 1.8723 0.2620 317 7.15 <.0001 trout_GL 1.8723 0.2620 317 7.15 <.0001

 trout_nonGL 0.8632 0.3034 317 2.84 0.0047 trout_nonGL 0.8632 0.3034 317 2.84 0.0047

 salmon_pacific 2.3570 0.4205 317 5.60 <.0001 salmon_pacific 2.3570 0.4205 317 5.60 <.0001

 salmon_atl_morey 5.2689 0.4100 317 12.85 <.0001 salmon_atl_morey 5.2689 0.4100 317 12.85 <.0001

 salmon_GL 2.2135 0.2722 317 8.13 <.0001 salmon_GL 2.2135 0.2722 317 8.13 <.0001

 steelhead_pac 2.1904 0.5635 317 3.89 0.0001 steelhead_pac 2.1904 0.5635 317 3.89 0.0001

 steelhead_GL 2.3393 0.2198 317 10.64 <.0001 steelhead_GL 2.3393 0.2198 317 10.64 <.0001

 cr_nonyear -0.08135 0.06810 317 -1.19 0.2331 cr_nonyear -0.08135 0.06810 317 -1.19 0.2331

 cr_year -0.05208 0.01451 317 -3.59 0.0004 cr_year -0.05208 0.01451 317 -3.59 0.0004

 catch_year 1.2693 0.4888 317 2.60 0.0098 catch_year 1.2693 0.4888 317 2.60 0.0098

 spec_cr 0.6862 0.2323 317 2.95 0.0034 spec_cr 0.6862 0.2323 317 2.95 0.0034

 shore -0.1129 0.1299 317 -0.87 0.3854 shore -0.1129 0.1299 317 -0.87 0.3854

errorvariance 0.6039 xxxx errorvariance 0.6039 

SAS output 4 of 4
Regions

Source: Values assigned manually.

updated 1-30-2006

Region California California California California California

Species big game small game flatfish other saltwatersalmon

Marginal value per fish (June 2003$) $11.9855 $6.2053 $8.3406 $2.5277 $13.2991

Marginal value per fish (2004$) $12.3208 $6.3790 $8.5740 $2.5984 $13.6712

Variable Coefficient Value

Intercept -1.4568 1 1 1 1 1

SP_conjoint -1.1672 0 0 0 0 0

SP_dichot -0.9958 0 0 0 0 0

TC_individual 1.1091 0 0 0 0 0

TC_zonal 2.048 0 0 0 0 0

RUM_nest 1.3324 1 1 1 1 1

RUM_nonnest 1.7892 0 0 0 0 0

sp_year 0.08754 0 0 0 0 0

tc_year -0.03965 0 0 0 0 0

RUM_year -0.00291 9.3734 9.3734 9.3734 9.3734 9.3734

sp_mail 0.544 0 0 0 0 0

sp_phone 1.0859 0 0 0 0 0

high_resp_rate -0.6539 1 1 1 1 1

inc_thou 0.003872 54.38 54.38 54.38 54.38 54.38

age42_down 0.9206 0.0972 0.0972 0.0972 0.0972 0.0972

age43_up 1.2221 0.2711 0.2711 0.2711 0.2711 0.2711

trips19_down 0.8392 0.11 0.11 0.11 0.11 0.11

trips20_up -1.0112 0.335 0.335 0.335 0.335 0.335

nonlocal 3.2355 0 0 0 0 0

big_game_pac 2.253 1 0 0 0 0

big_game_natl 1.5323 0 0 0 0 0

big_game_satl 2.3821 0 0 0 0 0

small_game_pac 1.6227 0 1 0 0 0

small_game_atl 1.4099 0 0 0 0 0

flatfish_pac 1.8909 0 0 1 0 0

flatfish_atl 1.3797 0 0 0 0 0

other_sw 0.7339 0 0 0 1 0

musky 3.8671 0 0 0 0 0

pike_walleye 1.0412 0 0 0 0 0

bass_fw 1.778 0 0 0 0 0

trout_GL 1.8723 0 0 0 0 0

trout_nonGL 0.8632 0 0 0 0 0

salmon_pacific 2.357 0 0 0 0 1

salmon_atl_morey 5.2689 0 0 0 0 0

salmon_GL 2.2135 0 0 0 0 0

steelhead_pac 2.1904 0 0 0 0 0

steelhead_GL 2.3393 0 0 0 0 0

cr_nonyear -0.08135 0.4285 0.77251874 0.43419767 0.88677182 0.42848219

cr_year -0.05208 0 0 0 0 0

catch_year 1.2693 0 0 0 0 0

spec_cr 0.6862 1 1 1 1 1

shore -0.1129 0 0 0 0 0

errorvariance 0.6039 0 0 0 0 0

Regions 1 of 7
Regions

Source: Values assigned manually.

updated 1-30-2006

Region

Species

Marginal value per fish (June 2003$)

Marginal value per fish (2004$)

Variable

Intercept 

SP_conjoint 

SP_dichot 

TC_individual 

TC_zonal 

RUM_nest 

RUM_nonnest 

sp_year 

tc_year 

RUM_year 

sp_mail 

sp_phone 

high_resp_rate 

inc_thou 

age42_down 

age43_up 

trips19_down 

trips20_up 

nonlocal 

big_game_pac 

big_game_natl 

big_game_satl 

small_game_pac 

small_game_atl 

flatfish_pac 

flatfish_atl 

other_sw 

musky

pike_walleye 

bass_fw 

trout_GL 

trout_nonGL 

salmon_pacific 

salmon_atl_morey

salmon_GL 

steelhead_pac 

steelhead_GL 

cr_nonyear 

cr_year 

catch_year 

spec_cr 

shore 

errorvariance 

California

North 

Atlantic

North 

Atlantic

North 

Atlantic

North 

Atlantic North Atlantic

steelhead big game small game flatfish other saltwatersalmon

$10.9470 $6.0167 $5.0782 $5.0942 $2.5486 $251.7674

$11.2533 $6.1851 $5.2203 $5.2368 $2.6199 $258.8117

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

9.3734 9.3734 9.3734 9.3734 9.3734 9.3734

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

54.38 55.00 55.00 55.00 55.00 55.00

0.0972 0.0972 0.0972 0.0972 0.0972 0.0972

0.2711 0.2711 0.2711 0.2711 0.2711 0.2711

0.11 0.11 0.11 0.11 0.11 0.11

0.335 0.335 0.335 0.335 0.335 0.335

0 0 0 0 0 0

0 0 0 0 0 0

0 1 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 1 0 0 0

0 0 0 0 0 0

0 0 0 1 0 0

0 0 0 0 1 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 1

0 0 0 0 0 0

1 0 0 0 0 0

0 0 0 0 0 0

0.77311429 0.07 0.65 0.24 0.815 0.1024

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

Regions 2 of 7
Regions

Source: Values assigned manually.

updated 1-30-2006

Region

Species

Marginal value per fish (June 2003$)

Marginal value per fish (2004$)

Variable

Intercept 

SP_conjoint 

SP_dichot 

TC_individual 

TC_zonal 

RUM_nest 

RUM_nonnest 

sp_year 

tc_year 

RUM_year 

sp_mail 

sp_phone 

high_resp_rate 

inc_thou 

age42_down 

age43_up 

trips19_down 

trips20_up 

nonlocal 

big_game_pac 

big_game_natl 

big_game_satl 

small_game_pac 

small_game_atl 

flatfish_pac 

flatfish_atl 

other_sw 

musky

pike_walleye 

bass_fw 

trout_GL 

trout_nonGL 

salmon_pacific 

salmon_atl_morey

salmon_GL 

steelhead_pac 

steelhead_GL 

cr_nonyear 

cr_year 

catch_year 

spec_cr 

shore 

errorvariance 

Mid-Atlantic Mid-Atlantic Mid-Atlantic Mid-Atlantic

South 

Atlantic

big game small game flatfish other saltwater big game

$5.7910 $5.0441 $4.8051 $2.4951 $13.1990

$5.9530 $5.1852 $4.9396 $2.5649 $13.5683

1 1 1 1 1

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

1 1 1 1 1

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

9.3734 9.3734 9.3734 9.3734 9.3734

0 0 0 0 0

0 0 0 0 0

1 1 1 1 1

51.85 51.85 51.85 51.85 40.73

0.0972 0.0972 0.0972 0.0972 0.0972

0.2711 0.2711 0.2711 0.2711 0.2711

0.11 0.11 0.11 0.11 0.11

0.335 0.335 0.335 0.335 0.335

0 0 0 0 0

0 0 0 0 0

1 0 0 0 0

0 0 0 0 1

0 0 0 0 0

0 1 0 0 0

0 0 0 0 0

0 0 1 0 0

0 0 0 1 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0 0 0 0 0

0.39 0.5826936 0.80813395 0.92546539 0.18

0 0 0 0 0

0 0 0 0 0

1 1 1 1 1

0 0 0 0 0

0 0 0 0 0

Regions 3 of 7
Regions

Source: Values assigned manually.

updated 1-30-2006

Region

Species

Marginal value per fish (June 2003$)

Marginal value per fish (2004$)

Variable

Intercept 

SP_conjoint 

SP_dichot 

TC_individual 

TC_zonal 

RUM_nest 

RUM_nonnest 

sp_year 

tc_year 

RUM_year 

sp_mail 

sp_phone 

high_resp_rate 

inc_thou 

age42_down 

age43_up 

trips19_down 

trips20_up 

nonlocal 

big_game_pac 

big_game_natl 

big_game_satl 

small_game_pac 

small_game_atl 

flatfish_pac 

flatfish_atl 

other_sw 

musky

pike_walleye 

bass_fw 

trout_GL 

trout_nonGL 

salmon_pacific 

salmon_atl_morey

salmon_GL 

steelhead_pac 

steelhead_GL 

cr_nonyear 

cr_year 

catch_year 

spec_cr 

shore 

errorvariance 

South 

Atlantic

South 

Atlantic

South 

Atlantic

Gulf of 

Mexico

Gulf of 

Mexico

Gulf of 

Mexico

small game flatfish other saltwaterbig game small game flatfish

$4.8920 $4.7977 $2.4334 $12.8969 $4.8115 $4.6851

$5.0289 $4.9320 $2.5014 $13.2577 $4.9461 $4.8162

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

9.3734 9.3734 9.3734 9.3734 9.3734 9.3734

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

40.73 40.73 40.73 36.64 36.64 36.64

0.0972 0.0972 0.0972 0.0972 0.0972 0.0972

0.2711 0.2711 0.2711 0.2711 0.2711 0.2711

0.11 0.11 0.11 0.11 0.11 0.11

0.335 0.335 0.335 0.335 0.335 0.335

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 1 0 0

0 0 0 0 0 0

1 0 0 0 1 0

0 0 0 0 0 0

0 1 0 0 0 1

0 0 1 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0.43 0.29796163 0.70450733 0.27 0.4394324 0.39545455

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

Regions 4 of 7
Regions

Source: Values assigned manually.

updated 1-30-2006

Region

Species

Marginal value per fish (June 2003$)

Marginal value per fish (2004$)

Variable

Intercept 

SP_conjoint 

SP_dichot 

TC_individual 

TC_zonal 

RUM_nest 

RUM_nonnest 

sp_year 

tc_year 

RUM_year 

sp_mail 

sp_phone 

high_resp_rate 

inc_thou 

age42_down 

age43_up 

trips19_down 

trips20_up 

nonlocal 

big_game_pac 

big_game_natl 

big_game_satl 

small_game_pac 

small_game_atl 

flatfish_pac 

flatfish_atl 

other_sw 

musky

pike_walleye 

bass_fw 

trout_GL 

trout_nonGL 

salmon_pacific 

salmon_atl_morey

salmon_GL 

steelhead_pac 

steelhead_GL 

cr_nonyear 

cr_year 

catch_year 

spec_cr 

shore 

errorvariance 

Gulf of 

Mexico Great Lakes Great Lakes Great Lakes Great Lakes Great Lakes

other saltwatermusky walleye/pike bass panfish rainbow trout

$2.3737 $59.6949 $3.5128 $7.3153 $1.1342 $7.1743

$2.4401 $61.3652 $3.6111 $7.5200 $1.1659 $7.3751

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

9.3734 9.3734 9.3734 9.3734 9.3734 9.3734

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

36.64 44.52 44.52 44.52 44.52 44.52

0.0972 0.0972 0.0972 0.0972 0.0972 0.0972

0.2711 0.2711 0.2711 0.2711 0.2711 0.2711

0.11 0.11 0.11 0.11 0.11 0.11

0.335 0.335 0.335 0.335 0.335 0.335

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

1 0 0 0 0 0

0 1 0 0 0 0

0 0 1 0 0 0

0 0 0 1 0 0

0 0 0 0 0 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0.81482783 0.064 0.1493223 0.1891425 1.2471681 1.5875

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

Regions 5 of 7
Regions

Source: Values assigned manually.

updated 1-30-2006

Region

Species

Marginal value per fish (June 2003$)

Marginal value per fish (2004$)

Variable

Intercept 

SP_conjoint 

SP_dichot 

TC_individual 

TC_zonal 

RUM_nest 

RUM_nonnest 

sp_year 

tc_year 

RUM_year 

sp_mail 

sp_phone 

high_resp_rate 

inc_thou 

age42_down 

age43_up 

trips19_down 

trips20_up 

nonlocal 

big_game_pac 

big_game_natl 

big_game_satl 

small_game_pac 

small_game_atl 

flatfish_pac 

flatfish_atl 

other_sw 

musky

pike_walleye 

bass_fw 

trout_GL 

trout_nonGL 

salmon_pacific 

salmon_atl_morey

salmon_GL 

steelhead_pac 

steelhead_GL 

cr_nonyear 

cr_year 

catch_year 

spec_cr 

shore 

errorvariance 

Great Lakes Great Lakes Great Lakes Inland Inland Inland

other trout salmon steelhead musky walleye/pike bass

$8.0639 $11.3429 $12.2284 $62.9522 $3.5067 $7.7029

$8.2895 $11.6603 $12.5705 $64.7136 $3.6048 $7.9184

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

9.3734 9.3734 9.3734 9.3734 9.3734 9.3734

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

44.52 44.52 44.52 58.24 58.24 58.24

0.0972 0.0972 0.0972 0.0972 0.0972 0.0972

0.2711 0.2711 0.2711 0.2711 0.2711 0.2711

0.11 0.11 0.11 0.11 0.11 0.11

0.335 0.335 0.335 0.335 0.335 0.335

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 1 0 0

0 0 0 0 1 0

0 0 0 0 0 1

1 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 1 0 0 0 0

0 0 0 0 0 0

0 0 1 0 0 0

0.150718 0.150718 0.77311429 0.064 0.82366667 0.20757143

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

Regions 6 of 7
Regions

Source: Values assigned manually.

updated 1-30-2006

Region

Species

Marginal value per fish (June 2003$)

Marginal value per fish (2004$)

Variable

Intercept 

SP_conjoint 

SP_dichot 

TC_individual 

TC_zonal 

RUM_nest 

RUM_nonnest 

sp_year 

tc_year 

RUM_year 

sp_mail 

sp_phone 

high_resp_rate 

inc_thou 

age42_down 

age43_up 

trips19_down 

trips20_up 

nonlocal 

big_game_pac 

big_game_natl 

big_game_satl 

small_game_pac 

small_game_atl 

flatfish_pac 

flatfish_atl 

other_sw 

musky

pike_walleye 

bass_fw 

trout_GL 

trout_nonGL 

salmon_pacific 

salmon_atl_morey

salmon_GL 

steelhead_pac 

steelhead_GL 

cr_nonyear 

cr_year 

catch_year 

spec_cr 

shore 

errorvariance 

Inland Inland Inland Inland Inland Inland

panfish rainbow trout other trout salmon steelhead small game

$0.9032 $2.7581 $2.4160 $13.4991 $11.1116 $4.5792

$0.9285 $2.8353 $2.4836 $13.8768 $11.4225 $4.7073

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

9.3734 9.3734 9.3734 9.3734 9.3734 9.3734

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

58.24 58.24 58.24 58.24 58.24 58.24

0.0972 0.0972 0.0972 0.0972 0.0972 0.0972

0.2711 0.2711 0.2711 0.2711 0.2711 0.2711

0.11 0.11 0.11 0.11 0.11 0.11

0.335 0.335 0.335 0.335 0.335 0.335

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 1

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 1 1 0 0 0

0 0 0 1 0 0

0 0 0 0 0 0

0 0 0 0 0 0

0 0 0 0 1 0

0 0 0 0 0 0

4.69888889 1.5875 3.21555385 0.42848219 0.77311429 2.07571948

0 0 0 0 0 0

0 0 0 0 0 0

1 1 1 1 1 1

0 0 0 0 0 0

0 0 0 0 0 0

Regions 7 of 7
Source: Based on average catch rates from meta-analysis dataset. - see "Value per fish" worksheet for an update of this

Catch rate/day

Region big game

small 

game flatfish

other 

saltwater salmon steelhead musky

walleye/p

ike bass panfish

rainbow 

trout other trout

California 1.8 2.7 1.3 1.7 0.5 0.8 n/a n/a n/a n/a n/a n/a

North Atlantic 0.2 1.6 1.0 1.7 0.1 n/a n/a n/a n/a n/a n/a n/a

Mid-Atlantic 0.2 1.6 1.0 1.7 0.1 n/a n/a n/a n/a n/a n/a n/a

South Atlantic 0.5 2.2 1.5 1.7 n/a n/a n/a n/a n/a n/a n/a n/a

Gulf of Mexico 0.5 2.2 1.5 1.7 n/a n/a n/a n/a n/a n/a n/a n/a

Great Lakesn/a 2.1 n/a n/a 0.2 0.8 0.1 0.8 0.2 4.7 1.6 3.2

Inland n/a 2.1 n/a n/a 0.5 0.8 0.1 0.8 0.2 4.7 1.6 3.2

Variables 1 of 1
Value per Fish by Region and Species

updated 1/30/2006

Marginal Value per Fish, by Region and Species

Species California

North 

Atlantic

MidAtlanticSouth 

Atlantic

Gulf of 

Mexico

Great 

Lakes Inland

big game $12.32 $6.19 $5.95 $13.57 $13.26

small game $6.38 $5.22 $5.19 $5.03 $4.95 $4.71

flatfish $8.57 $5.24 $4.94 $4.93 $4.82

other saltwater $2.60 $2.62 $2.56 $2.50 $2.44 $2.54

salmon $13.67 $11.66 $13.88

steelhead $11.25 $12.57 $11.42

musky $61.37 $64.71

walleye/pike $3.61 $3.60

bass $7.52 $7.92

panfish $0.93 $0.93 $1.17 $0.93

rainbow trout $7.38 $2.84

other trout $8.29 $2.48

generic freshwater #REF! #REF!

generic saltwater #REF! #REF! #REF! #REF! #REF! #REF!

*All values in 2004$.

**Atlantic salmon are endangered (http://www.maine.gov/asa/genregs.html).

Upper and Lower Bounds on Marginal Value per Fish, by Region and Species

Species California

North 

Atlantic

MidAtlanticSouth 

Atlantic

Gulf of 

Mexico

Great 

Lakes Inland

Lower Bound (based on 5% bound generated by Krinsky and Robb approach)

big game $6.92 $4.09 $4.02 $7.65 $7.61

small game $3.70 $1.87 $1.99 $2.39 $2.52 $1.41

flatfish $4.49 $3.35 $3.29 $3.40 $3.24

other saltwater $1.57 $1.57 $1.63 $1.88 $1.88 $1.71

salmon $7.41 $7.17 $6.94

steelhead $5.06 $6.85 $4.88

musky $34.51 $33.14

walleye/pike $1.91 $1.74

bass $3.89 $3.76

panfish $0.46 $0.46 $0.61 $0.46

rainbow trout $5.00 $1.63

other trout $5.36 $1.33

Value per fish 1 of 2
generic freshwater #REF! #REF!

generic saltwater #REF! #REF! #REF! #REF! #REF! #REF!

Upper Bound (based on 95% bound generated by Krinsky and Robb approach)

big game $21.70 $9.40 $8.85 $24.28 $23.31

small game $10.92 $14.72 $13.63 $10.58 $9.70 $15.87

flatfish $16.36 $8.28 $7.49 $7.27 $7.26

other saltwater $4.30 $4.37 $4.04 $3.32 $3.17 $3.84

salmon $25.31 $18.99 $27.57

steelhead $25.24 $23.15 $26.96

musky $109.60 $126.49

walleye/pike $6.85 $7.49

bass $14.60 $16.76

panfish $1.85 $1.85 $2.19 $1.85

rainbow trout $10.78 $4.92

other trout $12.88 $4.64

generic freshwater #REF! #REF!

generic saltwater #REF! #REF! #REF! #REF! #REF! #REF!

*All values in 2004$.

**Atlantic salmon are endangered (http://www.maine.gov/asa/genregs.html).

Catch Rate per Day, by Region and Species

Species California

North 

Atlantic

MidAtlanticSouth 

Atlantic

Gulf of 

Mexico

Great 

Lakes Inland

big game

small game 2.7 1.6 1.6 2.2 2.2

flatfish 1.3 1.0 1.0 1.5

other saltwater 1.7 1.7 1.7 1.7 1.7

salmon 0.2

steelhead

musky

walleye/pike 0.8 0.8

bass 0.2 0.2

panfish 4.7 4.7 4.7

rainbow trout

other trout 3.2 3.2

generic freshwater #REF! #REF!

generic saltwater #REF! #REF! #REF! #REF! #REF! #REF!

Values taken from "Variables" worksheet and used to calculate catch rates for unidentified species (i.e., generic 

freshwater and generic saltwater) using the same method used for "Value per fish" calculations above.

Value per fish 2 of 2