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Is there a relationship between human development and dependence on fisheries?


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Figure 1

HDI dimensions and indicators (https://hdr.undp.org)
HDI dimensions and indicators (https://hdr.undp.org)

Figure 2

Hierarchical representation of fisheries context dependency as a percentage, by groups
Hierarchical representation of fisheries context dependency as a percentage, by groups

Figure 3

Cross-hierarchical clustering of importance of components with groups of countries
Cross-hierarchical clustering of importance of components with groups of countries

Figure 4

Predictor effect plots of HDI against the export value, import value, export amount (tonnes) and import amount (tonnes)
Predictor effect plots of HDI against the export value, import value, export amount (tonnes) and import amount (tonnes)

Three countries that have the highest share of each component in the world ranking according to HDI groups

  Aquaculture Production (%) Catch Production (%)
Country contribution to world (%) P % Country contribution to world (%) P %
LDC Nigeria (0.26) Uganda (0.09) Tanzania (0.01) 0.42 Mauritania (1.0) Nigeria (0.94) Senegal (0.52) 5.08
MDC India (6.36) Bangladesh (2.16) Myanmar (1.01) 10.33 India (5.71) Myanmar (2.17) Bangladesh (1.99) 15.28
HDC China (59.54) Indonesia (13.26) Vietnam (3.74) 82.96 China (15.84) Indonesia (7.76) Peru (7.70) 46.52
VHDC-I Chile (1.16) Malaysia (0.35) Turkey (0.28) 2.50 Russia (5.47) Chile (2.53) Malaysia (1.56) 13.30
VHDC-II Norway (1.22) Japan (0.93) USA (0.42) 3.79 USA (5.72) Japan (3.42) Norway (2.85) 19.83
  Total Fisheries Export (%) Total Fisheries Import (%)
Country contribution to world (%) P % Country contribution to world (%) P %
LDC Mauritania (1.74) Senegal (0.56) Tanzania (0.12) 2.72 Nigeria (1.47) Benin (0.30) Mozambique (0.26) 2.69
MDC India (3.15) Morocco (1.57) Myanmar (1.23) 8.54 Ghana (1.00) Morocco (0.28) Cameroon (0.54) 3.68
HDC China (9.33) Vietnam (3.77) Peru (3.51) 27.39 China (14.63) Thailand (5.98) Vietnam (1.53) 32.31
VHDC-I Russia (5.11) Chile (3.04) Argentina (1.05) 15.30 Italy (3.20) Poland (1.74) Portugal (1.47) 16.72
VHDC-II UK (17.82) Norway (5.98) USA (3.46) 46.04 USA (8.12) Japan (6.66) Spain (4.96) 44.60
  Total Fisheries Export Value (%) Total Fisheries Import Value (%)
Country contribution to world (%) P % Country contribution to world (%) P %
LDC Mauritania (0.80) Senegal (0.31) Tanzania (0.13) 1.62 Nigeria (0.55) Benin (0.07) Mozambique (0.05) 0.91
MDC India (4.28) Morocco (1.45) Namibia (0.47) 8.19 Ghana (0.19) Morocco (0.16) Cameroon (0.16) 1.27
HDC China (13.47) Vietnam (5.50) Thailand (3.75) 35.65 China (9.81) Thailand (2.69) Vietnam (1.22) 19.14
VHDC-I Chile (4.27) Russia (3.27) Poland (1.56) 16.04 Italy (4.69) Poland (1.71) Portugal (1.70) 15.38
VHDC-II Norway (7.40) USA (3.79) Netherlands (3.50) 38.49 USA (15.80) Japan (10.37) Spain (5.70) 63.30
  Fish Consumption per capita/year (kg) Processed Fish (%)
Fish Consumption (kg) P % Country contribution to world (%) P %
LDC Gambia (27.53) Sierra L. (26.3) Senegal (18.09) 7.76 Mauritania (1.49) Nigeria (0.27) Yemen (0.24) 2.92
MDC Kiribati (76.69) Myanmar (47.32) Cambodia (42.69) 16.16 India (3.65) Myanmar (1.91) Morocco (1.21) 9.57
HDC Maldives (90.41) Antique B. (52.54) Indonesia (44.67) 27.53 China (28.70) Vietnam (4.27) Thailand (3.85) 49.76
VHDC-I Malaysia (57.62) Portugal (56.84) Barbados(39.97) 23.77 Russia (8.74) Chile (2.21) Poland (1.20) 15.48
VHDC-II Iceland (90.71) Honk Kong (70.75) Norway (51.35) 24.78 Japan (5.74) USA (3.90) Norway (3.31) 22.27

The components of fisheries context

Catch Production (tonnes) Fisheries Export Value (USD)
Aquaculture Production (tonnes) Fisheries Import Value (USD)
Total Fisheries Export (tonnes) Fish Consumption Per capita (kg)
Total Fisheries Import (tonnes)  
Processed Fisheries products (tonnes)  

Classification of 145 countries according to HDI class ranges (NoC: Number of Countries, and CV: Coefficient of Variation in terms of HDI)

Group HDI class range NoC CV (%)
Low Developed Countries (LDC) HDI < 0.550 23 8.60
Medium Developed Countries (MDC) 0.550 ≤ HDI < 0.699 24 6.85
High Developed Countries (MDC) 0.699 ≤ HDI < 0.800 41 3.69
Very High Developed Countries-I (VHDC-I) 0.80 ≤ HDI < 0.900 35 3.84
Very High Developed Countries-II (VHDC-II) HDI ≥ 0.90 22 1.72

Some descriptive statistics (mean, coefficient of variation-CV, percent-P) of fisheries context’s components and their degree of importance (Imp, %) by Human Development Index groups

  Aquaculture Production (tonnes) Catch Production (tonnes)
Mean CV % P % Imp-% Mean CV % P % Imp-%
LDC 20115.24 3.13 0.42 14.00 206594.10 1.30 5.08 11.00
MDC 478127.41 3.14 10.33 14.00 595915.90 1.95 15.28 16.00
HDC 2247422.06 4.67 82.96 13.00 1062218.50 2.59 46.52 16.00
VHDC-I 79255.10 2.88 2.50 9.00 355686.00 2.68 13.30 8.00
VHDC-II 191522.11 1.83 3.79 7.00 843966.70 1.55 19.83 8.00
  Total Fisheries Export (tonnes) Total Fisheries Import (tonnes)
Mean CV % P % Imp-% Mean CV % P % Imp-%
LDC 53894.96 3.14 2.72 12.00 41574.13 2.61 2.69 17.00
MDC 162050.04 2.03 8.54 16.00 54631.96 1.50 3.68 12.00
HDC 304151.02 2.57 27.39 21.00 280627.32 3.08 32.31 10.00
VHDC-I 199055.60 2.24 15.30 18.00 170117.91 1.40 16.72 15.00
VHDC-II 952896.18 1.82 46.04 9.00 721989.27 1.09 44.60 21.00
  Total Fisheries Export Value (USD) Total Fisheries Import Value (USD)
Mean CV % P % Imp-% Mean CV % P % Imp-%
LDC 114511.30 2.49 1.62 12.00 60152.43 2.83 0.91 14.00
MDC 553291.40 2.62 8.19 16.00 80216.42 1.10 1.27 15.00
HDC 1410411.00 2.70 35.65 15.00 707020.88 3.36 19.14 10.00
VHDC-I 743286.40 1.98 16.04 12.00 665587.63 1.96 15.38 16.00
VHDC-II 2837831.00 1.03 38.49 12.00 4357689.91 1.31 63.30 26.00
  Fish Consumption per capita/year (kg) Processed Fish (kg)
Mean CV % P % Imp-% Mean CV % P % Imp-%
LDC 9.39 0.76 7.76 17.00 87801.15 2.24 2.92 3.00
MDC 18.73 0.97 16.16 7.00 303317.16 1.80 9.57 4.00
HDC 18.67 0.93 27.53 12.00 1109561.37 3.00 49.76 3.00
VHDC-I 18.89 0.70 23.77 13.00 310780.53 3.14 15.48 9.00
VHDC-II 31.33 0.61 24.78 15.00 638522.00 1.42 22.27 2.00

Cross-correlations between fisheries context components. The lower triangle shows correlation values, and the upper triangle shows p values at 95% confidence level based on the pairwise two-sided t-test

Factor Catch Aquaculture Export Import Processed Fish Export Value Import Value Consumption
Catch   0.00 0.00 0.00 0.00 0.00 0.00 0.01
Aquaculture 0.79   0.00 0.00 0.00 0.00 0.02 0.12
Export 0.56 0.41   0.00 0.00 0.00 0.00 0.03
Import 0.69 0.68 0.54   0.00 0.00 0.00 0.00
Processed Fish 0.89 0.91 0.54 0.79   0.00 0.00 0.03
Export Value 0.81 0.72 0.68 0.76 0.84   0.00 0.00
Import Value 0.52 0.39 0.43 0.87 0.54 0.56   0.00
Consumption 0.23 0.13 0.18 0.25 0.20 0.26 0.23  
eISSN:
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