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2007 Survey of the Recreational Cod Fishery of Newfoundland and Labrador

Appendix A - Survey Methodology and Data Quality

This section outlines the full methodology used in the 2007 Survey of the Recreational Cod Fishery of Newfoundland and Labrador.

In the absence of a licence to fish for cod and, with it, any associated reporting mechanisms to follow up after the fishing season, a household survey of residents of Newfoundland and Labrador had to be undertaken. This was the only possible way of successfully assessing the numbers of anglers, the days fished, cod caught, etc. The procedures carried out to ensure a successful survey are discussed below.

The survey fieldwork was carried out by Bristol Omnifacts Research, a major research firm, located in St. John's, NL.

Sampling

As explained in the Survey Overview section, a random sample of households was interviewed in each of Statistics Canada's Census Divisions in the province (Divisions 10 and 11, which comprise Labrador were treated as a single Census Division). For the ease of reporting results from the survey, these Census Divisions were grouped into six specific geographic areas (see Figure 1).

Data Collection, Processing, Coding and Estimation

The survey was launched on October 18, 2007, within a week and a half of the closing date of the recreational cod fishing season. Press Releases and news items before and during the season included references to the post-season survey whenever possible, so anglers in the province were fully aware that the survey would be undertaken. The survey was conducted by telephone, with the interview lasting between three minutes for households in which no one had fished recreationally for cod and five minutes if anglers in the household had participated in the 2007 recreational cod fishery.

While most coding was provided on the documents, answers relating to where anglers had fished for cod were post-coded into bays and coastal areas, based on responses provided by respondents. Many bays around the province carry the same name, despite being located in diverse areas. Hence, for post-coded bays, entries had to be assessed to ensure that the specific bay identified was the most likely area fished by respondents. A combination of the bay name and the telephone number prefix of the respondent were used in combination to determine cases where there might have been miscoding based on bay name alone. Only a few number of responses had to be corrected, based on an unlikely location for fishing activity when compared to the residence location. In all instances, a bay with the same name was located near the residence location. For example, there are three bays called Bonne Bay: one on the west coast, one on the south coast and a third at the tip of the Northern Peninsula. The Bonne Bay referred to in the post-coded bays was the one on the west coast of the province. While possible, it was considered highly unlikely that an angler living in the Burin or Hermitage Districts would be fishing for cod on the west coast of the province.

A major requirement in the editing and coding phase was verification that the information provided by anglers was both reasonable and sound for the numbers of anglers in the household and for the information related to the recreational cod fishery. This included assessing the number of fish caught, the number of cod caught compared to days fished, the number of individuals, etc. There were no responses that were changed due to unexpected or unreasonable data provided during the interviews. As well, no responses were deemed suspect as being out of scope for the fishery. For example, the total number of days the fishery was open was 35, but the maximum number of days fished was reported at 20. Similarly, anglers could have harvested a maximum of 175 cod during the season and no angler reported exceeding this number. It should be noted that in those instances where anglers reported more than 5 fish per day being harvested, no attempt was made to "make the catch legal" (i.e., 5 fish). These responses were accepted at face value in light of the assurances anglers were given guaranteeing anonymity in the survey.

The required programming to produce survey estimates consisted of:

Weighting Procedures

Weighted estimates were produced to ensure that the raw survey data reflected estimates for the population of Newfoundland and Labrador. The multi-step process for weighting the results of the survey is as follows:

• as shown in Table A.1, calculate household weights for the 10 Census Divisions used in the survey by dividing the number of households reported for each Census Division by the number of households in the sample

Table A.1 : Household weights developed for the 2007 Survey of the Recreational Cod Fishery in NL.
Census Divisions Number of households Households sampled Household weight
Division 1 - Avalon Peninsula 97,015 1,409 68.8538
Division 2 - Burin 8,710 404 21.5594
Division 3 - South Coast 6,895 405 17.0247
Division 4 - Southwest 8,720 401 21.7456
Division 5 - West Central 15,925 405 39.321
Division 6 - Central 14,230 405 35.1358
Division 7 - Bonavista 14,010 407 34.4226
Division 8 - Northeast Coast 15,440 409 37.7506
Division 9 - Northern Peninsula 6,995 406 17.2291
Division 10 - Labrador 9,240 404 22.8713
Total 197,180 5,055 --

Source: Statistics Canada.

• the household weights were applied to the information collected on individuals during the interviews

• the estimated numbers of males and females, under 16 years of age, in total and the number who fished as well as the number of males and females over 16 years of age, in total and the number who fished, were calculated

• the total number of males and females were compared to the estimated population information provided by Statistics Canada from the 2006 Census of Canada, with the purpose of adjusting the estimated numbers of anglers, based on the rates of activity found in each group in each Census Division (Table A.2)

Table A.2 Initial estimates of population and angler numbers, for males and females 16+, by Census Division.
Census Divisions Males 16+ Females 16+
Total Anglers Rate Total Anglers Rate
No. 1 106,448 18,591 17.50% 89,235 8,194 9.20%
No. 2 9,184 1,509 16.40% 8,387 604 7.20%
No. 3 7,389 1,890 25.60% 6,555 749 11.40%
No. 4 8,785 913 10.40% 7,850 174 2.20%
No. 5 16,593 1,691 10.20% 14,706 668 4.50%
No. 6 14,933 3,057 20.50% 13,422 1,616 12.00%
No. 7 14,217 6,609 46.50% 12,943 3,167 24.50%
No. 8 16,271 6,116 37.60% 14,421 3,096 21.50%
No. 9 7,529 1,654 22.00% 6,513 603 9.30%
No. 10 9,858 1,327 13.50% 8,508 778 9.10%
Total 211,206 43,356 20.50% 182,538 19,648 10.80%

Source: Statistics Canada.

• the numbers of males and females 16 years of age and over who fished were then adjusted for each Census Division to ensure that the total number of males and females 16 years of age and over matched Census data (Table A.3)

Table A.3 Census population and final adjusted angler numbers, for males and females 16+, by Census Division.
Census Divisions Males 16+ Females 16+
Total Anglers Rate Total Anglers Rate
No. 1 98,577 17,216 17.50% 108,661 9,977 9.20%
No. 2 9,162 1,506 16.40% 9,574 689 7.20%
No. 3 7,318 1,872 25.60% 7,720 882 11.40%
No. 4 8,589 893 10.40% 9,162 203 2.20%
No. 5 16,294 1,660 10.20% 17,851 811 4.50%
No. 6 14,329 2,933 20.50% 15,842 1,908 12.00%
No. 7 14,595 6,785 46.50% 15,586 3,814 24.50%
No. 8 16,389 6,160 37.60% 16,842 3,615 21.50%
No. 9 7,554 1,659 22.00% 7,871 729 9.30%
No. 10 9,509 1,280 13.50% 9,307 851 9.10%
Total 202,316 41,964 20.50% 218,416 23,479 10.80%

• a similar approach for population and anglers under 16 years of age was completed

• for anglers 16 years of age and over, respondent weights were calculated in order to develop population estimates for their angling activity (Table A.4)

Table A.4 Respondent weights developed for male and female anglers 16+, by Census Division.
Census Divisions Males 16+ Females 16+
Sample Anglers Weight Sample Anglers Weight
No. 1 199 17,216 86.51 64 9,977 155.9
No. 2 55 1,506 27.37 16 689 43.07
No. 3 88 1,872 21.27 27 882 32.68
No. 4 39 893 22.9 4 203 50.76
No. 5 33 1,660 50.31 15 811 54.1
No. 6 61 2,933 48.08 23 1,908 82.94
No. 7 139 6,785 48.81 45 3,814 84.75
No. 8 114 6,160 54.04 48 3,615 75.32
No. 9 60 1,659 27.66 24 729 30.37
No. 10 45 1,280 28.44 17 851 50.04
Total 833 41,964 -- 283 23,479 --

• the above weights were used to produce population estimates of effort and harvest in the 2007 recreational cod fishery as well as estimates of wolffish interceptions in the fishery

• a slightly different approach for anglers under 16 years of age was required since the information calculated using household weights resulted in total numbers of males and females. This required that estimates of effort and harvest in the 2007 recreational cod fishery be derived by calculating days fished per angler and fish caught per angler by sex and then applying these averages to the estimated number of male and female anglers under 16 years of age

Explanation:

In Census Division 1, the original estimates for males under 16 years of age were: 24,944 males, with 2,341 fishing 8,262 days and catching 35,322 cod

However, from Census data, we know that the number of males under 16 years of age in Census Division 1 was 21,651, thereby requiring that the number of anglers be reduced to 2,028. From the original estimates for these anglers, they fished about 3.5 days each and caught 15.1 cod each. Hence, for this Census Division, the estimates of days fished and cod caught by males under 16 years of age were calculated as 7,158 days and 30,598 cod, respectively.

Tables A.5a/b and Tables A.6a/b provide detailed estimates and adjustments for male and female anglers under 16 years of age.

No adjustments were made to reflect the minor change of approximately 1,000 individuals in the population of Newfoundland in 2007.

Table A.5a : Initial Estimates for Males Under 16 Years of Age.
Census Divisions Initial Estimates
Total Anglers Days fished Average Cod caught Average
Division No. 1 24,994 2,341 8,262 3.5 35,322 15.1
Division No. 2 1,897 65 604 9.3 2,587 40
Division No. 3 1,379 187 528 2.8 1,328 7.1
Division No. 4 1,718 65 130 2 261 4
Division No. 5 3,932 393 1,612 4.1 3,146 8
Division No. 6 3,970 457 1,405 3.1 2,987 6.5
Division No. 7 2,685 688 1,859 2.7 6,471 9.4
Division No. 8 2,756 793 2,265 2.9 9,060 11.4
Division No. 9 1,344 121 310 2.6 1,189 9.9
Division No. 10 2,882 206 778 3.8 2,790 13.6
Total 47,557 5,316 17,754   65,141  

Table A.5b : Adjusted Estimates for Males Under 16 Years of Age.
Census Divisions Adjusted Estimates
Total1 Anglers2 Days fished3 Cod caught3
Division No. 1 21,651 2,028 7,158 30,598
Division No. 2 1,885 64 600 2,570
Division No. 3 1,407 191 539 1,355
Division No. 4 1,890 72 144 287
Division No. 5 3,453 345 1,416 2,762
Division No. 6 3,186 367 1,128 2,397
Division No. 7 2,885 740 1,997 6,953
Division No. 8 3,016 867 2,479 9,914
Division No. 9 1,347 121 311 1,192
Division No. 10 2,699 193 728 2,613
Total 43,419 4,988 16,498 60,642

1 based on the 2006 Census of Canada
2 proportional allocation based on initial estimates
3 based on averages found in initial estimates

The adjusted estimates found above were used to allocate activity and harvest to residence areas and to NAFO areas of effort and catch for male anglers under 16 years of age.

Table A.6a : Initial Estimates for Females Under 16 Years of Age.
Census Divisions Initial Estimates
Total Anglers Days fished Average Cod caught Average
Division No. 1 23,135 1,584 2,754 1.7 8,056 5.1
Division No. 2 2,005 65 388 6 1,509 23.3
Division No. 3 1,515 136 204 1.5 630 4.6
Division No. 4 1,914 22 22 1 43 2
Division No. 5 3,539 79 157 2 393 5
Division No. 6 3,057 246 492 2 1,335 5.4
Division No. 7 3,270 516 1,308 2.5 3,614 7
Division No. 8 3,511 566 1,359 2.4 2,794 4.9
Division No. 9 1,775 138 310 2.3 1,292 9.4
Division No. 10 2,673 91 114 1.3 435 4.8
Total 46,693 3,443 7,109   20,101  

Table A.6b : Adjusted Estimates for Females Under 16 Years of Age.
Census Divisions Adjusted Estimates
Total1 Anglers2 Days fished3 Cod caught3
Division No. 1 20,735 1,419 2,468 7,220
Division No. 2 1,788 58 346 1,346
Division No. 3 1,321 119 178 549
Division No. 4 1,658 19 19 38
Division No. 5 3,401 76 151 378
Division No. 6 3,024 243 487 1,321
Division No. 7 2,607 412 1,043 2,881
Division No. 8 2,878 464 1,114 2,290
Division No. 9 1,371 107 240 998
Division No. 10 2,537 78 98 371
Total 41,319 2,994 6,143 17,392

1 based on the 2006 Census of Canada
2 proportional allocation based on initial estimates
3 based on averages found in initial estimates

As was done for under-age male anglers, the adjusted estimates found above were used to allocate activity and harvest to residence areas and to NAFO areas of effort and catch for female anglers under 16 years of age.

Data Quality

Sampling Error

Information on reliability is presented in terms of the coefficient of variation of the mean, at one standard deviation. Because exact estimates of variance cannot be calculated, the coefficient of variation of the mean is used as a proxy for the assessing the variability of the data. Table A.7 presents the statistical reliability of key variables for various presentations of the data.

The ranges of coefficient of variation (c.v.) below provide guidelines as to the use of the data:
Coefficient of variation Guideline
less than 16.5% Data can be used without condition
16.5% to 33.5% Data should be used with caution
greater than 33.5% Data should be used with extreme caution

Source: Statistics Canada.

Table A.7 : Coefficient of variation (in %) for selected key variables for anglers aged 16 years of age and older.
  Days fished Cod caught
Residence Area
  Avalon 6.3 6.9
  Burin-South Coast 6.9 8.1
  West NL- N. Peninsula 6.5 8.6
  Central-NE Coast 6.1 6.8
  Bonavista-Trinity 6.3 7.5
  Labrador 13.4 15.1
Locations Fished
  2J 19.1 18.5
  3K 5.5 5.9
  3L 4.5 5.3
  3Pn 17 18.1
  3Ps 7.2 8.6
  4R 7.3 9.1
Total 2.9 3.3

Non-Sampling Error

During the data collection phase, efforts were made to reduce the occurrence of non-sampling errors in the survey. These efforts included a complete verification of the reported data, validity and consistency edits.

One source of non-sampling error that is not considered to play a significant role in this survey is errors introduced due to recall issues related to effort or catch. The time between fishing activity and the survey was no more than three months, limiting any short-term recall regarding the angling activity in 2007.

Data Limitations

Despite all efforts to improve data accuracy, the survey results have limitations. Understanding these limitations will help the reader make informed decisions before conducting further research and analysis using the estimates in this report:

  1. 1. Estimates of cod fishing effort and harvest reported for age groups by either residence area or by areas fished will have reduced reliability
  2. 2. Data tables presented by bay or coastal area are for information purposes only as the survey was not designed to produce data at this level. Reliability levels are presented in Table A.8.
Table A.8 : Coefficient of variation (in %) for selected key variables for anglers aged 16 years of age and older.
Bay/Coastal Area Days Cod
Trinity Bay 7.1 7.8
Notre Dame Bay 7.7 7.9
Bonavista Bay 7.8 9.6
Conception Bay 9.1 12.8
Placentia Bay 10.7 16.6
St. George's Bay 10.8 21.3
Green Bay 12 12.8
White Bay 12.9 15.5
Fortune Bay 13 14.8
South Coast 14.9 15.8
Bay of Islands 15.2 20
Baie d'Espoir 16.1 17
Northern Peninsula 4R 16.2 18
Eastern Avalon 16.4 16.9
S&E of Port aux Basques 17 18.1
Bonne Bay 18.5 30.8
Labrador Coast 19.1 18.5
Port au Port Bay 19.4 22.4
Bay of Exploits 19.9 22
Strait of Belle Isle 20 21.8
Hare Bay 23.5 27.8
Hermitage Bay 25.9 26.3
Northern Peninsula 3K 28.7 33.5
W&N of Port aux Basques 29.8 23.8
St. Mary's Bay 53.5 45

Data comparability

The 2007 survey results are relatively comparable with the results for cod fishing by residents of Newfoundland and Labrador from the 2000 Survey of Recreational Fishing in Canada (SRF) and the 2001 Log Book Recall Assessment for Newfoundland and Labrador. Although not directly comparable, data on cod fishing in NAFO sub-division 3Ps in 2005, from the 2005 Survey of Recreational Fishing in Canada, and the 2007 results are reasonably close. These comparisons are provided in Table A.9 below.

Table A.9 Comparison of cod fishing information from previous surveys to the results of the 2007 survey (with age coverage noted).
Source Catch Weight2 mt 3Ps #
2000 SRF – anglers 18+ 1,013,428 2,432.20 --
2001 Logbook – anglers 16+ 1,166,6671 2,800.00 --
2005 SRF (3Ps only) – anglers 18+ -- -- 94,299
2007 Survey – 16+ 1,128,635 2,708.70 102,211

1 Number of fish harvested is based on an average weight of 2.4 kilograms divided into the total weight estimate derived in 2001. Information on the specific number of cod caught was not available.
2 total weight was calculated using an average weight of 2.4 kilograms per cod. This estimate is considered to be conservative.

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