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Which Fish Hook Type and Size is the Best Fish Hook for the Fisherman and the Fishery
 

Due to popular demand Paul's Fishing Kites has the best snapper fishing hooks found from this extensive fish hook research project available online.

The best  fish hooks from this research project are available here

This research gives a comparison of various fish hooks and fish hooks fitted with wire appendages and measures the catch of fish by hook type.

The paper also measures and compares each hook type and the catch of small and gut hooked snapper (Pagrus auratus) taken by recreational fishers in the Hauraki Gulf of New Zealand.

Authors

Barnes, P.D.L, Walshe K.A.R, Manly B. F. J.

 

Table of Contents Page
Draft Executive Summary  
Literature Review

3

Objectives

4

Methods 4

Fishing Sites

 

7

 

Results
Selectivity
Selectivity For Non-Appendaged Hooks 9
Selectivity Of All Appendaged Hooks 10
Snapper Size Selectivity - 5/0 Hook Size 11

Snapper Size Selectivity - 4/0 Hook Size

 

12

 

Gut Hooking No Appendages
Observed Gut Hooking Rates 12
Gut Hooking Variability 14
5/0 Gut Hooking No Appendages 15
4/0 Gut Hooking No Appendages 16

Gut Hooking By Non-Appendaged Hook Type And Hook Size

 

17
Gut Hooking With Appendages
Effects Of Wire Appendages On The Incidence Of Gut Hooking 18
Discussion On Effects Of Wire Appendages On Gut Hooking 18
Number Of Fish Killed Per Tonne Of Harvest 18

Yield Per Recruit

 

19

 

Conclusions

Recreational Fisheries 20
Commercial Fisheries 20

References

 

21

 

Appendix 1

Table Of Snapper Killed Per Tonne Of Harvest On All Hook Types

 

22

 

Appendix 2

Statistical Analyses Of Snapper Hook Trials

24

Introduction

24
Analysis of Proportions of Hooks Catching Fish

24

Analysis of Proportions of Gut-Hooked Fish

26

Analysis of Proportions of Under-Sized Fish

27

Reference

 

27

 

DRAFT EXECUTIVE SUMMARY

This project assesses the selectivity characteristics and gut hooking rates of a variety of commonly used recreational fish hooks in the snapper (Pagrus auratus) fisheries.

The primary objective is to assess the wastage of undersized fish in the recreational fishery through fishing related mortality, and to trial fish hook modifications to determine if this wastage can be reduced.

While previous hook mortality projects (Willis 1999, and Barnes 1997) have been focused on longline style hooks used by commercial fishers, this project assesses at selectivity by size class, estimates the likelihood of gut hooking on popular recreational hook types and measures the effects when anti-gut hooking/selective appendages are fitted to the hooks.

In New Zealand snapper are widely distributed throughout coastal waters around the North Island and top of the South Island down to depths of around 120 metres. The greatest concentrations of snapper are found around the top half of the North Island where they are the most sought after inshore finfish species by both commercial and non-commercial fishers.

Snapper frequently school in aggregations of mixed size classes and this can lead to the capture of high numbers of undersized fish even in deeper areas well offshore.

When hooks are used to catch snapper a percentage of the catch is deeply internally hooked with the hook point penetrating into sensitive gill structures or further down into the throat area.

In this report any fish deeply internally hooked are classified as GUT HOOKED while fish not internally hooked are classed as LIP HOOKED. Around 70% of the total snapper catch in the management area SNA1 and 25% of the snapper catch in SNA8, are taken using hooks, the balance is caught by trawl, seine and gill nets.

Previous research by the Ministry of Fisheries has determined that around 95% of lip hooked undersized snapper survive when released while around 95% of gut hooked snapper die soon after release.

The previous research also found that gut hooking was the major causative factor in the post release mortality of undersized snapper in the commercial and non-commercial hook and line fisheries.

The minimum legal size limits which are set for each sector of the fishery will have an impact on the number of gut hooked fish returned to the sea, at higher size limits more gut hooked fish are returned to the sea as a larger portion of the catch becomes undersized.

The current commercial size limit for snapper is 25cm, while for non-commercial fishers the size limit is set higher at 27cm. Many recreational fishing clubs are now encouraging recreational fishers to release all snapper under 30cm fork length or larger to assist in conservation of the fishery.

In some popular recreational areas such as inside west coast harbours, or shallow inshore areas on the east coast, very high levels of small legal sized and undersized snapper can be present over the summer. As a significant portion of the recreational snapper catch is under the current 27cm size limit, the survival of released snapper is an important issue.

This report also assesses the possible effects on the wastage or potential to increase productivity in the fishery under a variety of recreational size limit regimes to help determine if size limits could be a useful management tool in future.

Literature Review

A number of studies have shown that fishing by lining is a size and species selective method of fishing (Lokkeborg and Bjordal, 1992). Although there is limited evidence of the precise shape of hook size selection curves, the curves are likely to be broad (Pope et al., 1975) and therefore using hook size to achieve knife edge size selectivity for a given minimum fish size may be of limited effect.

Using larger hooks of a given type may be very effective at reducing the catch of undersize, but they may still catch a substantial number of undersize fish. (Ralston, 1990; Otway and Craig, 1993). An additional benefit of using the larger hook size may be a higher proportion of larger sized fish in the catch.

However there is evidence showing smaller hooks were equally effective in catching the larger sizes (e.g. Erzini et al., 1996; Sousa et al., 1999).

There is considerable literature on the level of post- release mortality of fish returned to the sea by recreational fishers (e.g. Muoneke and Childress, 1994; Chopin and Arimoto, 1995).

The Ministry of Fisheries, (1997) has suggested that the use of modified hooks could decrease the catch of undersized snapper and the rate of gut-hooking with little reduction in overall catch rate of legal-sized fish, and hence require little increase in fishing effort to achieve the TACC.

In the New Zealand commercial longline snapper fishery discard mortality is highly dependent on the location at which the hook is embedded (McKenzie, 1999).

McKenzie found approximately 20 percent of all snapper observed from commercial longlines had swallowed the hook ("gut hooked"). Fish that swallow the hook were usually moribund or dead when brought on board, and discards very likely to die (more than 98%) as a result of damage to the gills or gut.

In contrast less than two percent of fish hooked around the mouth (lip hooked) were observed dead on retrieval to the surface.

In a New Zealand study of the effect of modified hooks on the incidental mortality of commercial caught snapper was undertaken by Willis and Millar (2001). They assessed snapper catches from standard Tainawa 16R longline hooks simultaneously fished for snapper (Pagrus auratus) with the same hook pattern modified by the addition of 20-mm and 40-mm wire appendages.

Gut-hooking rates were markedly lower on modified hooks relative to normal hooks. Overall catch rates were significantly lower on modified hooks, however most of the loss of catch comprised undersized fish and "deads" (unsuitable for export).

There was no significant reduction in the weight of export-quality snapper landed using modified hooks. Modified hooks reduced both the catch rate and gut-hooking rate of undersized snapper.

Ferrell and Sumpton (1998) report on the potential for minimum fish size increases in improving yields in the snapper (Pagrus auratus) fisheries of Queensland and New South Wales.

Juvenile mortality due to poor handling of fish in the recreational fishery is identified as a likely important influence on the yield.

OBJECTIVES

The goals of this research project were;

  • Determine the incidence of gut hooking and the selectivity characteristics of a variety of the most popular recreational hook types and sizes.
  • Test wire appendages fitted to the hooks to determine if selectivity can be shifted away from small fish.
  • Test wire appendages fitted to the hooks to determine if gut hooking rates can be reduced.
  • Assess likely outcomes of a range of size limit regimes by hook type to determine if improvements in yield from the fishery could be achieved through either a reduction in wastage, an alternate size limit regime, or both.

METHODS

HOOK TYPES TESTED

After interviewing several tackle retailers and hook importers it was found that the vast majority of non-commercial fishers used either Oshaugnessy or Octopus type hooks or circle hook types.

For these hooks, 4/0 and 5/0 were the most popular sizes by far for catching snapper. Gut hooking on commercial longline hooks (16r Tainawa hook) has been extensively researched by Willis and Millar (2001).

This project uses 16r Tainawa longline hooks as the control treatment to allow for a direct comparison between gut hooking rates observed by Willis and Millar and those encountered in this experiment.

This is important as feeding behaviour of snapper and the likelihood of gut hooking in the hook and line fisheries are both highly variable, even on a daily basis. The following hooks were selected for the trials.

 

Figure 1. The three hook types tested

Far Left: Two types of J type hooks were trialled, straight eye (O'Shaugnessy) and kinked back eye (Red Octopus-style). Both J types had an offset point.

Center Left: The 16r Tainawa commercial longline hook has a straight eye and no offset.

Circle type hooks had straight eyes and an offset point. Circle hooks are called H type hooks in this paper

J type hook, two types

16r Tainawa
longline hook

H type (circle hook)

 

The hook modifications tested entailed the fitting of wire appendages to the back of the hook to deter fish from swallowing the hook. The modifications tested are shown in below in Figure 2.

 

Figure 2

Appendages used in the trial

The anti gut hooking wire appendages used in this trial fit over, and clip onto, the shank of the hook.

The appendages are held securely in place by a snell knot.

More information on snelling a fish hook and tying traces so the all are the same length.

Shank mounted appendage H type circle hook Eye mounted appendage H type circle hook Eye mounted appendage J type hook Shank Mounted appendage J type hook.

 

The effects of 20mm and 40mm appendage lengths fitted to the eye and shank of the hooks are compared to hooks with no wire appendages for both J and H type hooks.

The shank-mounted appendages prevent the hook being taken as far inside the fishes' mouth.

On the eye mounted version the appendage is around 12 mm lower on the shank

THE FISHING GEAR

A maximum of 468 hooks were run at any given set.

Size 4/0 and 5/0 hooks and appendage lengths of 20mm and 40mm were trialled separately (on different days). Thus catch rates between treatments are not directly comparable.

However a comparison of the catch rates and gut hooking frequency between the Tainawa Control (which were used in every set) and all other treatments is possible.

To remove any angler bias in the experiment, a pre-stoppered longline system was employed. The system used clip on traces (ganglions), which are 550mm long.

The traces ran between stoppers placed at two metre intervals on the mainline. The traces, fitted with various hook types, were stored on eight commercial longline trace boards, which held 58 traces each.

Set Configurations

On each set one of four hook configurations were trialled. Table 1 gives the components of the four hook configurations

Tables 1. Setting Configurations

Hook type Appendage type No. of hooks
5/0 J type 40mm Eye mounted 58 hooks
5/0 J type 40mm Shank mounted 58 hooks
5/0 J type No Appendage 58 hooks
5/0 H type 40mm Eye mounted 58 hooks
5/0 H type 40mm Shank mounted 58 hooks
5/0 H type No Appendage 58 hooks
16r Tainawa Control 116 hooks*
     
Hook type Appendage type No. of hooks
5/0 J type 20mm Eye mounted 58 hooks
5/0 J type 20mm Shank mounted 58 hooks
5/0 J type No Appendage 58 hooks
5/0 H type 20mm Eye mounted 58 hooks
5/0 H type 20mm Shank mounted 58 hooks
5/0 H type No Appendage 58 hooks
16r Tainawa Control 116 hooks*
     
Hook type Appendage type No. of hooks
4/0 J type 40mm Eye mounted 58 hooks
4/0 J type 40mm Shank mounted 58 hooks
4/0 J type No Appendage 58 hooks
4/0 H type 40mm Eye mounted 58 hooks
4/0 H type 40mm Shank mounted 58 hooks
4/0 H type No Appendage 58 hooks
16r Tainawa Control 116 hooks*
     
Hook type Appendage type No. of hooks
4/0 J type 20mm Eye mounted 58 hooks
4/0 J type 20mm Shank mounted 58 hooks
4/0 J type No Appendage 58 hooks
4/0 H type 20mm Eye mounted 58 hooks
4/0 H type 20mm Shank mounted 58 hooks
4/0 H type No Appendage 58 hooks
16r Tainawa Control 116 hooks*

Note * Two Control treatments of Tainawa hooks were included in the earlier part of the experiment only (the first 14 sets).

After 13/3/00 one Tainawa Control treatment was replaced with an appendaged Tainawa hook. For graphing purposes only, the Tainawa catch has been double entered after 13/3/00. This effectively gave two Tainawa treatments on all sets and allowed all the Tainawa treatments to be divided by 2 to be comparable with all single treatments for graphing purposes only.

All H type are circle hooks with a straight eye. The J types were half O'Shaughnessy and half Octopus-Style.

Two local fishing sites were used for the trials - see Figure 3.

Fishing Spots - Hauraki Gulf

The main fishing area (26 sets) was on the western side of the Hauraki Gulf, the area encompasses most of the popular recreational fishing spots in the western Hauraki Gulf.

The area is an oval bounded by Flat Rock at Kawau Island in the north to 5 nautical miles south of Tiri Channel and is around eight nautical miles wide. Five additional sets were run in clearer and deeper waters within 3 nautical miles of the western side of Little Barrier.

To avoid undue bias on all sets the bottom was sounded prior to setting and the gear was only set after checking as near as practicable that,

  1. All the lines could be set in the same depths or over the same banks.
  2. All lines were on the same bottom type
  3. Fish sign, if any, was relatively consistent over the 2km setting area.
  4. Foul ground was absent.

Inner Hauraki Gulf sets were deployed at dawn if this allowed for at least 1.5 hours of tide run during the set. Otherwise the gear was set as near dawn as possible after sunrise to allow for 1.5 hours of tide run.

Little Barrier sets were deployed during the day with the tide running.

The setting and hauling order of the treatments was rotated daily.

One Little Barrier set has been discounted as one treatment of Tainawa hooks was inadvertently set on foul ground while the others were set over sand.

All hooks were baited with squid baits.

Figure 3a Fishing Spots

Figure 3b Fishing Spots

Application of the Results to the Recreational - Amateur Fishery

The standard pre-stoppered longline system used may have over-estimate the gut hooking rates among recreational fishers who use low stretch lines (spectra or dacron) and actively strike at the fish very early in the fishes take of the bait.

Due to popular demand Paul's Fishing Kites has the best snapper fishing hooks found from this extensive fish hook research project available online.

The best  fish hooks from this research project are available here

The results from this trial would also be likely to underestimate the catch of undersized snapper for the above fishers. The results should give realistic gut hooking estimates for recreational fishers using the more popular methods such as lighter lines on softer rods, those who use strayline techniques, those who fish with the rod in the rod holder or obviously, recreational fishers who use 25 hook boat longlines or kite or kontiki fishing methods deployed from the shore.

The selectivity trials are presented in two sections - the results for non-appendaged hooks and the results for appendaged hooks.

Note: All graphs in this report are presented as size classes that match current size limits and/or fishing practices of both commercial and recreational fishers.

  • Snapper under 25cm are undersized for all fishers.
  • 25 and 26cm snapper are undersized for recreational fishers but can be taken by commercial fishers
  • Snapper under 30cm are returned by some recreational fishers
  • Some commercial fishers return snapper one or two size classes over 25cm to the water to avoid any chance of landing undersized fish. (The penalties for commercial fishers caught landing undersized snapper are severe)

RESULTS

A. Selectivity For non-appendaged Hooks

The observed catch by hook type varied considerably between the three non-appendaged hook types.

The non- appendaged H circle hooks caught more fish than the non-appendaged J hooks and Tainawa hooks for all size ranges of snapper.

Figure 4 shows the overall catch by hook type, non-appendaged J and H type (4/0 and 5/0 hook sizes combined) and the Tainawa control hooks.

Figure 4. Overall catch by hook type without appendages

Selectivity For 4/0 Hook Size Non-appendaged Hooks

The observed catch by hook size also varied considerably between the three non-appendaged hook types.

The non-appendaged 4/0 H circle hooks caught more snapper in all size ranges than the non-appendaged 4/0 J and Tainawa hooks. 4/0 J hooks and Tainawa hooks caught similar numbers of snapper for sizes less than 30cm.

For snapper greater than 30cm the Tainawa hooks caught more fish than the J hook.

Figure 5 Overall catch for 4/0 hooks without appendages and Tainawa hooks.

Observed Selectivity For 5/0 Size Non-appendaged Hooks

The non-appendaged 5/0 H type hooks caught similar numbers of snapper between 25 and 29cm, more in the 15 to 24cm and less in the 30cm plus than the Tainawa control hooks. The non-appendaged 5/0 J type hooks caught similar numbers of snapper between 15 and 26cm and considerably less over 27cm length than the Tainawa control hooks.

Figure 6 Comparison of catches by 5/0 without appendages and Tainawa hooks

B. Selectivity of Appendaged hooks

The results are presented as three figures

Each of the figures comprise 6 graphs paired horizontally so the selectivity effects of the appendages can be directly compared by hook size, appendage length and appendage attachment position.

Snapper size selectivity - 4/0 hook sizes compared with 5/0 hook sizes.

20mm and 40mm appendages are combined to give the overall selectivity effect of appendage site. The 16r Tainawa control pair is useful for comparing observed differences in catch profiles between the two data sets.

In Figure 7 the top two graphs show the non-appendaged hooks. Compare the left hand graphs (All 4/0 hooks) with right hand graphs (All 5/0 hooks)

Note: 3248 hooks were run in the 5/0 portion of the experiment 9744 hooks were run in the 4/0 portion of the experiment

Figure 7 Comparison of catches of all 4/0 and 5/0 fish hooks and appendage attachment positions - Bigger Graph

Snapper size selectivity - 5/0 hook size comparison of 40 mm and 20 mm appendages.

Figure 8 compares selectivity of 5/0 hooks with 40mm appendages and 5/0 hooks with 20mm appendages.

The Control Tainawa hooks are useful for comparing actual differences in catch profiles between the two data sets.

The top two graphs show the non-appendaged hooks. Compare left hand graphs (40mm appendage trial) with right hand graphs (20mm appendage trial).

Figure 8 Comparison of catches from Tainawa hooks with the catch of 5/0 hooks with various appendages

5/0 Appendage length/appendage attachment position - Bigger Graph

Snapper size selectivity - 4/0 hook size comparison of 40 mm and 20 mm appendages.

 

Figure 9 compares the observed selectivity of 4/0 hooks with 40mm appendages to 4/0 hooks with 20mm appendages.

The top set shows catches on non-appendaged hooks and is useful for comparing observed differences in catch profiles between the two data sets.

Compare left hand graphs (40mm appendage trial) with right hand graphs (20mm appendage trial).

Figure 9 Comparison of catches from Tainawa hooks with the catch of 4/0 hooks with various appendages

4/0 Appendage length/appendage attachment position - Bigger Graph

OBSERVED GUT HOOKING RATES WITHOUT AND WITH APPENDAGES

Gut Hooking Frequency By Non-appendaged J and H circle hooks types (Standard) and Tainawa control Hooks

The incidence of gut hooking is shown in Figures 10 and 11, the accompanying table gives the numbers of gut and lip hooked snapper.

Gut hooking varied considerably between non-appendaged hook types and the Tainawa control hooks. At first glance it appears that the H type hooks with no appendage have the least incidence of gut hooking, however the non-appendaged H type with no appendages caught around twice as many small fish (sub 27cm) as the non-appendaged J type, or Tainawa control.

The apparent benefits of the proportionally lower gut-hooking rate on non-appendaged H type hooks are all but eroded by this higher catch of undersized snapper (see earlier selectivity graphs).

Figure 10. Comparison of H and J hooks gut hooking

No appendages - Bigger Graph

SIZE
STANDARD
H LIP
STANDARD
H GUT
SIZE
STANDARD
J LIP
STANDARD
J GUT
15-24cm 106 12 15-24cm 56 15
25-26cm 78 14 25-26cm 43 12
27-29cm 144 19 27-29cm 63 20
30cm+ 193 30 30cm+ 70 29
           

 

Figure 11. Comparison of gut and lip hooking by Tainawa hooks

SIZE
TAINAWA LIP
TAINAWA GUT
15-24cm 38 24
25-26cm 39 27
27-29cm 84 24
30cm+ 162 46
     

Gut hooking rates on non-appendaged hooks were highly variable on a daily basis and this appears to have little to do with competitive feeding behaviour or seasonal effects.

On some very poor sets that returned fewer fish, gut hooking rates were sometimes very high. Conversely on some of the sets which returned the best catches, where competitive feeding behaviour would seem to be more likely, gut hooking rates were minimal.

Further research or interviews with experienced commercial fishers may lead to a greater understanding of the cause of variability in the incidence of gut hooking.

Gut hooking rates on the Tainawa controls during these trials were the highest recorded so far.

This could possibly be due to a large recruitment of small fish into the areas fished increasing competitive feeding behaviour from previous years.

Smaller fish appeared to be very abundant during these trials. Squid baits were used exclusively in these trials, pilchard or mackerel baits have a slightly lower incidence of gut hooking (Willis 1999).

Contrary to popular belief the H type hooks (a circle pattern) did have a relatively high observed incidence of gut hooking and gut hooked a similar number of snapper to the J type hooks for the same effort.

The Tainawa 16R, the choice of the overwhelming majority of commercial fishers, had the highest incidence of gut hooking particularly on small snapper. Although the Tainawa hooks caught the fewest numbers of small fish they still gut hooked more small fish than either the J or H type hooks for the same amount of effort.

The high numbers of gut hooked fish over 27cm taken on the Tainawa also reduces the quality of the commercial catch.

Gut Hooking Variability

The following graphs compare gut hooking rates by hook size and type and between treatments on the same hook sizes and types (Figure 12 - 14). The 16r Tainawa control pair is useful for comparing variability in gut hooking rates encountered during the trials.

Figure 12 compares gut hooking rates observed on 4/0 non-appendaged hooks (left hand graphs) with 5/0 non-appendaged hooks (right hand graphs) and 16r Tainawa control.

Figure 12 Gut hooking on 4/0 and 5/0 hooks - Larger Graph

Note:

  • 3248 hooks were run in the 5/0 portion of the experiment
  • 9744 hooks were run in the 4/0 portion of the experiment

Size
H Standard %Gut
J Standard %Gut
Tainawa %Gut
15-24cm 10 21 38
25-26cm

15

21 41
27-29cm 11 24 22
30cm+ 13 29 22

Figure 13 compares gut hooking rates observed on 5/0 non-appendaged hooks during the 40mm appendage trial (left hand graphs) and 5/0 non-appendaged hooks during the 20mm appendage trial (right hand graphs).

As both sets of data were gathered on different days the 16r Tainawa controls pair (bottom set) are useful for comparing variability in the likelihood of gut hooking between the two trial periods.

Figure 13. Gut hooking on 5/0 hooks without appendages and Tainawa standard hooks - Larger Graph

Size
H Standard %Gut
J Standard %Gut
Tainawa %Gut
15-24cm 0 10 57
25-26cm

16

21 63
27-29cm 6 17 30
30cm+ 17 32 23

Figure 14 compares gut hooking rates observed on 4/0 non-appendaged hooks during the 40mm appendage trial (left hand graphs) and 4/0 non-appendaged hooks during the 20mm appendage trial (right hand graphs).

As both sets of data were gathered on different days the 16r Tainawa controls pair (bottom set) are useful for comparing variability in the likelihood of gut hooking between the two trial periods.

FIGURE 14. Gut hooking on 4/0 hooks without appendages and Tainawa standard hooks - Larger Graph

Size
4/0 H Standard %Gut
4/0 J Standard %Gut
Tainawa %Gut
15-24cm 13 25 33
25-26cm

15

22 30
27-29cm 14 27 18
30cm+ 12 28 22
       

Discussion on gut hooking frequency by non-appendaged Hook Type and Hook Size

The Tainawa 16R had a much higher incidence of gut hooking in the 5/0 portion of the trials than the 4/0 portion of the trials. The highest incidence of gut hooking occurred on the Tainawa 16R in the 5/0 40mm appendage trials.

Larger hook sizes appear to slightly reduce the overall incidence of gut hooking. The 4/0 H type with no appendages gut hooked 13% of the catch while 5/0 H type with no appendages gut hooked 11%.

Due to popular demand Paul's Fishing Kites has the best snapper fishing hooks found from this extensive fish hook research project available online.

The best  fish hooks from this research project are available here

The 4/0 J type with no appendages gut hooked 26% of the catch while 5/0 J type with no appendages gut hooked 21% of the catch.

Gut hooking rates on the Tainawa 16R hooks were 25% for the 4/0 trial and 37% for the 5/0 trial so the effect of hook size may be considerably underestimated by these figures which may indicate that the likelihood of gut hooking was much greater in the 5/0 portion of the trials.

The data does show a difference in the likelihood of gut hooking by standard hook type. The standard H type hooks landed the lowest proportion of gut hooked snapper, Tainawa hooks the most and the J types gut hooked around the average of the other two hook types.

Tainawa hooks appear to gut hook a far greater proportion of undersized snapper than both of the other two hook types.

Effects of wire appendages on the incidence of gut hooking

The following graph set compares gut hooking rates of snapper taken on control hooks with gut hooking rates of snapper taken on hooks fitted with wire appendages.

20mm and 40mm appendages are combined to give the overall selectivity effect of appendage site.

Compare left hand graphs (all H type hooks) with right hand graphs (all J type hooks).

Figure 15. Catches by control and various hook appendage mounting positions. Discussion on effects of wire appendages on the incidence of gut hooking

Table 2 shows the percentage of gut hooking by hook type.

All appendage configurations reduced the incidence of gut hooking of snapper under 30cm to zero on both J type and H type hooks. The overall reduction in gut hooking in all snapper size classes taken on both J and H hook types fitted with appendages is in excess of 95%.

H type hooks fitted with appendages had the best overall anti-gut hooking performance with both eye and shank mounted appendages reducing the incidence of gut hooking from around 12% to 0.2% of the total catch.

The J type hooks with shank-mounted appendages also performed well with gut hooking being reduced from 21% to around 2% of the total catch.

Note that the standard H type hooks and the standard J type hooks gut hooked a similar number of snapper for the same amount of effort.

Table 2. Percentage of gut hooking by hook type

H Type Hooks
Catch
Gut%
J Type Hooks
Catch
Gut%
Standard H Lip 521   Standard J Lip 232  
Standard H Gut

75

12.6 Standard J Gut 76 24.7
H Shank Lip 466   J Shank Lip 186  
H Shank Gut 1 0.2 J Shank Gut 1 0.5
H Eye Lip 482   J Eye Lip 213  
H Eye Gut 1 0.2 J Eye Gut 6 2.7
           

Discussion

All appendaged hooks trialled reduced gut hooking to an insignificant level. Any appendage configuration trialled could be used to alleviate wastage caused through gut hooking of undersized snapper.

The selectivity characteristics of each hook type appears to vary according to appendage length and attachment position, but this was not found to be significant in this trial.

This could be due to the wire thickness of the hook as previous research on appendaged Tainawa hooks (made from thicker gauge wire) did find a significant selectivity shift away from small fish on Tainawa hooks fitted with appendages.

Appendaged Tainawa hooks caught fewer undersized snapper and more large snapper than non-appendaged Tainawa hooks. (Willis and Millar) Tables 3,4 and 5 project the number of fish killed per tonne of harvest by hook type from the respective catches observed in this trial.

The standard hooks represent the mortality on the unmodified hooks currently used in the fishery.

Two size limit scenarios are compared, 27cm and 30cm. In the tables 95% of lip hooked undersized snapper are assumed to survive while 95% of gut hooked undersized snapper are assumed to die.

The tables assume all legal sized fish are landed, while all undersized fish are released.

Two major assumptions are made:

  1. The catch profiles encountered in this project are close to the catch profiles taken by recreational fishers
  2. The gut hooking rates found in this project are similar to those experienced by recreational fishers

Number of Fish Killed Per Tonne of Harvest.

Table 3. Observed number of snapper killed per tonne of landed catch for all appendage lengths 4/0 and 5/0 hooks combined
Size Limit
Standard H
H Shank
H Eye
Standard J
J Shank
J Eye
Tainawa
27CM 1626 1549 1475 1753 1431 1346 1692
30CM 1574 1356 1286 1872 1268 1134 1664
               
Table 4. Observed number of snapper killed per tonne of landed catch on 20mm appendage lengths 4/0 and 5/0 hooks combined
Size Limit
Standard H
H Shank
H Eye
Standard J
J Shank
J Eye
Tainawa
27CM 1629 1610 1529 1878 1629 1383 1828
30CM 1588 1404 1320 2082 1465 1206 1845
               
Table 5. Observed number of snapper killed per tonne of landed catch on 40mm appendage lengths 4/0 and 5/0 hooks combined
Size Limit
Standard H
H Shank
H Eye
Standard J
J Shank
J Eye
Tainawa
27CM 1622 1482 1421 1637 1202 1308 1593
30CM 1561 1312 1256 1702 1093 1057 1549
               

The above tables show on average that if recreational size limits were increased to 30cm while non-appendaged hook designs were exclusively used in the fishery the snapper mortality per tonne of landed snapper could:

  1. Decrease by around 50 fish per tonne on H type hooks
  2. Increase by around 120 fish per tonne on J type hooks
  3. Decrease by around 30 fish per tonne on Tainawa type hooks

On average the outcome of increasing the size limit with the hooks currently in use by recreational fishers could be to increase mortality per tonne of landed catch.

It would also mean that many of the currently legal sized fish that would have to be returned above would die and be wasted. The above tables also show that on average if recreational size limits were increased to 30cm, and the best appendaged hooks found in these trials were used exclusively in the fishery instead of the non-appendaged versions currently used, the mortality per tonne of landed snapper could:

  1. Reduce by around 370 snapper per tonne on the H type hooks if fitted with 40mm eye mounted appendages.
  2. Reduce by around 700 snapper per tonne on the J type hooks if fitted with 40mm eye mounted appendages.
  3. Reduce by around 440 snapper per tonne for fishers using recreational longlines if they change from Tainawa hooks to H type hooks fitted with 40mm eye mounted appendages

Fishing Effort

A further reduction in snapper mortality will occur if fishing effort remains relatively constant and the recreational size limit is increased from 27cm to 30cm. The weight of legal sized snapper between 27cm and 29cm caught in this project averages around 38% on H type and J type hooks.

Even allowing for a moderate increase in fisher efficiency due to the reduction in the time consuming de-hooking of gut hooked fish a considerable reduction in fishing related mortality will be likely.

Yield Per Recruit

Previous Ministry of Fisheries research has determined that harvesting snapper at a length around 30 to 35cm allows the maximum yield per recruit to be achieved.

A maximum yield per recruit harvest strategy for the recreational sector would further improve the productivity of the snapper fisheries but would be difficult if not impossible to achieve with the fish hooks currently used.

The wastage caused through the return of newly undersized gut hooked fish expected at higher minimum legal size limits could erode most of the benefits unless selective and/or anti-gut hooking hooks were used.

A maximum yield per recruit harvest strategy at a higher minimum legal size for the commercial snapper longline fleet is also severely limited by the Tainawa longline hooks currently used because of their tendency to gut hook small snapper.

Improvements in yield per recruit by increasing the minimum fish size (MFS) have been reported for the New South Wales and Queensland snapper (Pagrus auratus) fishery by Ferrell and Sumpton (1998).

Their modeling suggested there was only a small likelihood of long-term yield reductions for increases of minimum legal size up to 30 percent greater than the current MFS. Yield increases of more than 50% were predicted for increases in the MFS from 25cm to 40cm.

However, a significant undersized component was found in the recreational fishery from inshore waters. Seventy five percent of snapper caught and landed in inshore waters were undersized while this percentage reduced to 10% for offshore recreational anglers.

Compared to offshore anglers, inshore recreational anglers also reported catching and releasing a high proportion of undersized snapper. Despite the fact that increases in minimum legal size cause reductions in the numbers of fish landed there are significant gains to be made in terms of yield in weight (Figure 9. 4).

It is not until the size limit is increased to over 40cm that the risk of achieving reduced yields becomes apparent as natural mortality negates gains that are made due to growth.

However, increases in yield of over 50% are predicted for increases up to about 40 cm.

We estimate only a 2 % probability that yields would take 4 years to return to pre change levels if MLS was increased from 25 to 36cm. An important issue relevant to the question of raising the minimum legal size relates to the discard mortality of undersized fish.

We have little information on the possible mortality from the discarding of undersized snapper caught in enclosed waters, but this could be an important factor when considering raising the minimum legal size.

In NSW Talbot et al. (1992) suggest long-term mortality of 10 cm snapper caught for research purposes was about 25%, and that these fish were handled with "best practice" (Talbot , pers. com).

This suggests that handling mortality of fish this size from general fishing could be higher.

Conclusions

Recreational Fisheries

This research project confirms that appendaged hooks can all but eliminate the wastage caused through the mortality of undersized snapper that are deeply internally hooked in the throat or gill area (gut hooked).

Specific configurations of hook size, hook type, appendage attachment position and appendage length could provide fishery managers and stake holders with a viable fisheries management tool flexible enough to achieve beneficial outcomes for the productivity of the stock under most harvest strategies, particularly in recreational fisheries.

Commercial Fisheries

This project indicates the 16r Tainawa hook currently favoured by most commercial fishers may not be the best snapper longline hook. The 4/0 H type hook without appendages consistently out fished the Tainawa pattern and also had a much lower gut hooking frequency on legal sized snapper.

The explanation for the better catch rate is likely to be due to shape of the hook being quite different, it also has an offset point and it is made of a thinner gauge wire than the 16r Tainawa.

Due to popular demand Paul's Fishing Kites has the best snapper fishing hooks found from this extensive fish hook research project available online.

The best  fish hooks from this research project are available here

The downside is that it also catches more undersized snapper, although the Tainawa has a slightly higher mortality per tonne of snapper caught (see tables 2 and 3 page 18) for a more detailed comparison of the two hook types).

It is worth noting that no snapper under 30 cm were gut hooked on appendaged hooks in this project even on the shorter 20mm appendages. It may be possible to reduce the appendage length further to around 10mm or less on the 4/0 H type hooks.

This could go some way to alleviating earlier commercial fisher concerns regarding baiting appendaged hooks and still reduce the incidence of gut hooking to insignificant levels.

Further research would be required to confirm just how small the appendage could be while still retaining an appropriate anti-gut hooking performance.

Figure 16 and the accompanying Table compares the 4/0 H type with no appendages with 16r Tainawa longline hooks.

Figure 16. Catches by standard 4/0 H circle hooks and by Tainawa hooks

Size
4/0 H type with no appendages
Tainawa control
15-24cm 91 49
25-26cm

73

45
27-29cm 116 66
30cm+ 164 137
     

REFERENCES

  • Chopin, F. S., and Arimoto, T. 1995. The condition of fish escaping from fishing gears - a review. Fisheries Research, 21: 315-327.
  • Erzini, K., Goncualves, J. M. S., Bentes, L., Lino, P. G., and Cruz, J. 1996. Species and size selectivity in a Portuguese multispecies artisanal long-line fishery. ICES Journal of Marine Science, 53: 811-819.
  • Ferrell, D. and Sumpton,W. 1998 Assessment of the fishery for snapper (Pagrus auratus) in Queensland and NSW. Final Report, FRDC Project 93/074
  • Lokkeborg, S., and Bjordal, Ar 1992. Species and size selectivity in longline fishing: a review. Fisheries Research, 13: 311-322.
  • McKenzie, J. R. 1999. Mortality of small snapper (Pagrus auratus) released from the SNA1 longline fishery December 97-August 98. Draft New Zealand Fisheries Assessment Research Document, 48 p. Ministry of Fisheries, Wellington, New Zealand.
  • Ministry of Fisheries 1997. Juvenile snapper conservation. Seafood New Zealand, 5: 10-12.
  • Muoneke, M. I., and Childress, W. M. 1994. Hooking mortality: a review for recreational fisheries. Reviews in Fisheries Science, 2: 123-156.
  • Otway, N. M., and Craig, J. R. 1993. Effects of hook size on the catches of undersized snapper, Pagrus auratus. Marine Ecology Progress Series, 93: 9-15.
  • Pope, J. A., Margetts, A. R., Hamley, J. M., and Akyuz, E. F. 1975. Manual of methods for fish stock assessment, Part III. Selectivity of fishing gear. FAO Fisheries Technical Paper No. 41. 46 pp.
  • Ralston, S. 1990. Size selection of snappers (Lutjanidae) by hook and line gear. Canadian Journal of Fisheries and Aquatic Sciences, 47: 696-700.
  • Willis, T. J., and Millar, R. B. 2001. Modified hooks reduce incidental mortality of snapper (Pagrus auratus: Sparidae) in the New Zealand commercial longline fishery. ICES Journal of Marine Science, 58: 830-841.

Appendix 1

Snapper killed per tonne of harvest at various size limits hooks run 12180 hook size 4/0 and 5/0 20mm and 40mm appendages combined

All Hooks Std H Cpue H shnk Cpue H eye Cpue Std J Cpue J shnk Cpue J eye Cpue Tainawa Cpue
25cm 1685 0.169 1678 0.135 1606 0.143 1786 0.082 1558 0.056 1487 0.071 1623 0.149
26cm 1661 0.162 1609 0.126 1549 0.136 1755 0.077 1480 0.052 1400 0.066 1624 0.144
27cm 1626 0.148 1549 0.117 1475 0.124 1753 0.070 1431 0.050 1346 0.063 1636 0.134
28cm 1588 0.132 1483 0.105 1405 0.112 1781 0.060 1363 0.045 1268 0.057 1622 0.123
29cm 1549 0.115 1403 0.089 1336 0.099 1818 0.053 1325 0.042 1189 0.050 1641 0.113
30cm 1574 0.103 1356 0.078 1286 0.089 1872 0.047 1268 0.037 1134 0.045 1664 0.104
                             

 

Snapper killed per tonne of harvest at various size limits hooks run 8932 hook size 4/0 only 20mm and 40mm appendages combined

4/0 hooks Std H Cpue H shnk Cpue H eye Cpue Std J Cpue J shnk Cpue J eye Cpue Tainawa Cpue
25cm 1696 0.170 1650 0.129 1622 0.142 1799 0.077 1591 0.058 1462 0.078 1604 0.129
26cm 1671 0.163 1578 0.121 1557 0.133 1792 0.073 1495 0.053 1375 0.073 1596 0.125
27cm 1634 0.148 1527 0.113 1486 0.123 1774 0.066 1428 0.049 1335 0.070 1585 0.116
28cm 1605 0.132 1459 0.102 1421 0.112 1809 0.056 1369 0.046 1246 0.063 1551 0.105
29cm 1564 0.116 1386 0.088 1344 0.097 1864 0.050 1339 0.043 1168 0.055 1571 0.097
30cm 1605 0.104 1341 0.079 1296 0.087 1926 0.044 1273 0.037 1117 0.050 1570 0.091

 

Snapper killed per tonne of harvest at various size limits hooks run 3248 hook size 5/0 only 20mm and 40mm appendages combined

5/0 hooks Std H Cpue H shnk Cpue H eye Cpue Std J Cpue J shnk Cpue J eye Cpue Tainawa Cpue
25cm 1652 0.165 1743 0.149 1563 0.146 1758 0.094 1455 0.051 1586 0.052 1655 0.204
26cm 1632 0.158 1683 0.140 1527 0.142 1670 0.086 1437 0.050 1501 0.048 1673 0.198
27cm 1602 0.149 1603 0.125 1448 0.130 1706 0.079 1437 0.050 1397 0.043 1721 0.186
28cm 1539 0.130 1543 0.113 1362 0.115 1720 0.072 1346 0.044 1363 0.041 1743 0.172
29cm 1505 0.115 1448 0.091 1317 0.107 1719 0.063 1284 0.040 1279 0.036 1762 0.157
30cm 1487 0.100 1398 0.078 1264 0.095 1750 0.053 1255 0.038 1209 0.031 1832 0.140

 

Snapper killed per tonne of harvest at various size limits hooks run 6496 hook size 4/0 and 5/0 combined 20mm appendages only

20mm app Std H Cpue H shnk Cpue H eye Cpue Std J Cpue J shnk Cpue J eye Cpue Tainawa Cpue
25cm 1699 0.157 1741 0.133 1666 0.136 1909 0.079 1757 0.058 1526 0.069 1730 0.120
26cm 1661 0.150 1666 0.123 1600 0.128 1873 0.072 1672 0.053 1430 0.063 1724 0.116
27cm 1629 0.137 1610 0.114 1529 0.117 1878 0.063 1629 0.050 1383 0.060 1751 0.107
28cm 1583 0.120 1545 0.101 1441 0.102 1888 0.054 1550 0.043 1288 0.054 1733 0.097
29cm 1550 0.107 1446 0.081 1368 0.089 1984 0.047 1508 0.039 1245 0.049 1781 0.086
30cm 1588 0.096 1404 0.071 1320 0.079 2082 0.039 1465 0.033 1206 0.044 1835 0.077

 

Snapper killed per tonne of harvest at various size limits hooks run 5684 hook size 4/0 and 5/0 combined 40mm appendages only

Size Std H Cpue H shnk Cpue H eye Cpue Std J Cpue J shnk Cpue J eye Cpue Tainawa Cpue
25cm 1671 0.183 1608 0.136 1544 0.150 1657 0.085 1314 0.054 1445 0.074 1541 0.182
26cm 1660 0.175 1547 0.129 1496 0.144 1636 0.081 1258 0.052 1368 0.069 1549 0.177
27cm 1622 0.162 1482 0.12 1421 0.133 1637 0.077 1202 0.049 1308 0.065 1551 0.166
28cm 1592 0.145 1416 0.109 1371 0.124 1683 0.068 1170 0.048 1248 0.061 1542 0.152
29cm 1547 0.125 1363 0.098 1306 0.111 1668 0.060 1150 0.046 1129 0.052 1546 0.144
30cm 1561 0.111 1312 0.087 1256 0.100 1702 0.055 1093 0.042 1057 0.047 1553 0.135

 

The table above shows the observed number of fish killed per tonne of landed catch and CPUE (catch per unit of effort in kilograms) by size at landing, hook type, hook size and appendage length.

The Tainawa standard CPUE variation of between 0.12 and 0.204 give some indication of the scale of difference in catch rates between different treatments.

Appendix 2

Analyses of Snapper Hook Trials

Bryan F.J. Manly

Western EcoSystems Technology Inc.

217 South 1st Street, Laramie, WY 82070, USA

 

Table of Contents Page
Introduction 24
Analysis of Proportions of Hooks Catching Fish 25
Analysis of Proportions of Gut-Hooked Fish 26
Analysis of Proportions of Under-Sized Fish 27
Reference 27

Introduction

This report describes the analysis of an experiment to compare 21 different types of hooks for catching New Zealand snapper (Pagrus auratus). The experiment involved 28 non-consecutive days of fishing, where on each day seven hooks were trialed, one of which was always the commercial 16r Tainawa hook, which was considered to be the control.

Throughout this report the following abbreviations are used for the 21 types of hook that have been compared:

Abbreviaton
Description of fish hooks

16R-T-C

The control 16r Tainawa (a commercial longline hook)

4/0-H-C

Size 4/0 H type (a circle hook), with no appendage.

4/0-H-20-E

Size 4/0 H type (a circle hook), with a 20 mm appendage on the eye.

4/0-H-20-S

Size 4/0 H type (a circle hook), with a 20 mm appendage on the shank.

4/0-H-40-E

Size 4/0 H type (a circle hook), with a 40 mm appendage on the eye.

4/0-H-40-S

Size 4/0 H type (a circle hook), with a 40 mm appendage on the shank.

4/0-J-C

Size 4/0 J type, (O’Shaugnessy and Octopus-style fish hooks), with no appendage.

4/0-J-20-E

Size 4/0 J type, (O’Shaugnessy and Octopus-style fish hooks), with a 20 mm appendage on the eye.

4/0-J-20-S

Size 4/0 J type, (O’Shaugnessy and Octopus-style fish hooks), with a 20 mm appendage on the shank.

4/0-J-40-E

Size 4/0 J type, (O’Shaugnessy and Octopus-style fish hooks), with a 40 mm appendage on the eye.

4/0-J-40-S

Size 4/0 J type, (O’Shaugnessy and Octopus-style fish hooks), with a 40 mm appendage on the shank.

5/0-H-C

Size 5/0 H type (a circle hook), with no appendage.

5/0-H-20-E

Size 5/0 H type (a circle hook), with a 20 mm appendage on the eye.

5/0-H-20-S

Size 5/0 H type (a circle hook), with a 20 mm appendage on the shank.

5/0-H-40-E

Size 5/0 H type (a circle hook), with a 40 mm appendage on the eye.

5/0-H-40-S

Size 5/0 H type (a circle hook), with a 40 mm appendage on the shank.

5/0-J-C

Size 5/0 J type, (O’Shaugnessy and Octopus-style fish hooks), with no appendage.

5/0-J-20-E

Size 5/0 J type, (O’Shaugnessy and Octopus-style fish hooks), with a 20 mm appendage on the eye.

5/0-J-20-S

Size 5/0 J type, (O’Shaugnessy and Octopus-style fish hooks), with a 20 mm appendage on the shank.

5/0-J-40-E

Size 5/0 J type, (O’Shaugnessy and Octopus-style fish hooks), with a 40 mm appendage on the eye.
5/0-J-40-S Size 5/0 J type, (O’Shaugnessy and Octopus-style fish hooks), with a 40 mm appendage on the shank.

Three logistic regression analyses (Manly, 1992, Section 8.8) were carried out initially to compare the results obtained with the different hooks in terms of (a) the proportions of hooks that caught a fish, (b) the proportions of gut-hooked fish, and (c) the proportions of under-sized (less than 27 mm) fish caught.

These analyses indicate that the probability of a hook catching a fish varies significantly with the fishing day and the type of hook used, the probability of a fish being gut hooked varies significantly with the type of hook used but not with the fishing day, and that the probability of catching an under-sized fish varies significantly with the fishing day but not with the hook used.

Analysis of Proportions of Hooks Catching Fish

The first analysis considered was on the proportions of hooks catching fish for one type of hook on one day.

Values for the number of hooks (NHk) and the number of fish (Fish) are shown in the Appendix. A logistic regression model was fitted to account for variation in the proportion of fish caught. First, the day of sampling (from 1 to 28) was entered into the model.

This accounted for a highly significant amount of the variation (F = 3.46 with 27 and 168 df, p ‹ 0.001). Next, the type of hook (from 1 to 21) was entered. This gave a significant improvement in fit (F = 10.52 with 20 and 148 df, p ‹ 0.001). It was therefore concluded that the catch rate varied with the day of fishing and the type of hook used. The fitted model allows the 21 types of hook to be compared as if they were all used on one day. Taking the first sampling day as the one considered, Figure 1 shows the estimated probabilities of catching fish for each of the 21 types of hook, with 95% confidence limits for the true values of these probabilities. The three highest estimates are with the 4/0 H hook either without an appendage, or with a 20mm appendage.

Figure 1 Estimated probabilities of hooks catching fish on sample day 1, ranked from the lowest to highest, with 95% confidence limits for the true probabilities. The abbreviations for hook types are provided in the Introduction.

 

Analysis of Proportions of Gut-Hooked Fish

The second analysis considered was on the proportions of caught fish that were gut-hooked, for one type of hook on one day. Values for the number of fish (Fish) and the number gut-hooked (GtHk) are shown in the Appendix.

A logistic regression model was fitted to account for variation in the proportion of gut-hooked fish. First, the day of sampling (from 1 to 28) was entered into the model. This did not account for a significant amount of the variation (F = 1.04 with 27 and 166 df, p = 0.422). Next, the type of hook (from 1 to 21) was entered. This gave a very highly significant improvement in fit (F = 34.02 with 20 and 146 df, p ‹ 0.001).

At that stage the day factor was removed from the model. This gave a significant worsening of the goodness of fit (F=3.27 with 27 and 173 df, p ‹ 0.001). It was therefore concluded that the proportion of gut-hooked fish varies with the day of fishing and the type of hook used.

The fitted model allows the 21 types of hook to be compared in terms of gut-hooking as if they were all used on one day. Taking the first sampling day as the one considered, Figure 2 shows the estimated probabilities of gut-hooking fish for each of the 21 types of hook, with 95% confidence limits for the true values of these probabilities.

The highest estimates are with the control hooks without an appendage, and J type hooks of various types

Figure 2 Estimated probabilities of gut-hooking for fishing day1, ranked in order from 10 hooks for which no gut-hooking was observed, with 95% confidence limits for the true probabilities. The abbreviations for hook types are provided in the Introduction.

Analysis of Proportions of Under-Sized Fish

The third analysis was similar to the one on the proportions of gut-hooked fish. The data were the proportions of caught fish that were under-size (less than 27 mm long), for one type of hook on one day.

Values for the number of fish (Fish) and the number under-sized (Under) are shown in the Appendix. A logistic regression model was fitted to account for variation in the proportion of under-sized fish.

First, the day of sampling (from 1 to 28) was entered into the model. This accounted for a highly significant amount of the variation (F = 6.07 with 27 and 166 df, p ‹ 0.001). Next, the type of hook (from 1 to 21) was entered. This did not give a significant improvement in fit (F = 0.93 with 20 and 146 df, p = 0.545).

It was therefore concluded that the proportion of under-sized fish varies mainly with the day of fishing, with little, if any, differences between the type of hook used. Although the differences between the hooks are not significant, the 21 types of hook have been compared in terms of estimated probabilities of catching under-sized fish on one particular day.

Taking the first sampling day as the one considered, Figure 3 shows the estimated probabilities of fish being under-sized for each of the 21 types of hook, with 95% confidence limits for the true values of these probabilities

Figure 3 Estimated probabilities of fish being under-sized, ranked in order from the smallest to largest, with 95% confidence limits. It is important to note that these estimates are not significantly different. The abbreviations for hook types are provided in the Introduction.

Reference

Manly, B.F.J. (1992). The Design and Analysis of Research Studies. Cambridge University Press, Cambridge.

 

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