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J. Anim Sci. 2007. 85:3123-3130. doi:10.2527/jas.2007-0169
© 2007 American Society of Animal Science

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ANIMAL PRODUCTION

Lifetime traceability of weaner pigs in concrete-based and deep-litter production systems in Australia1,2

N. Schembri3, F. Sithole, J. A. Toribio, M. Hernández-Jover and P. K. Holyoake

University of Sydney, Faculty of Veterinary Science, 425 Werombi Road, Camden, NSW 2570, Australia


    Abstract
 Top
 Abstract
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 LITERATURE CITED
 
A field study was conducted on a 2,300-sow piggery in southwestern New South Wales, Australia, over a 17-wk period (from weaning at 4 wk of age) to assess the suitability for lifetime traceability of weaners of 4 identification devices: 1) full duplex ear tag (FDX, Allflex), 2) half duplex ear tag designed for cattle (HDX, Leadertronic), 3) conventional ear tag (Leader), and 4) ear tattoo (Ketchum ear tattoo 101). Visual readability, retention rate, electronic failures, and adverse side effects were assessed at 8 wk after application at both sites and before slaughter at 14 or 17 wk after application at site A and site B, respectively. A total of 394 weaner pigs were randomly assigned after weaning to 6 treatment groups and reared either in small groups in intensive, indoor, concrete-based pens (n = 224; site A) or in a large group on deep litter (n = 170; site B). Visual readability was similar for all ear tag types before slaughter (P > 0.05); however, visual readability of the ear tattoo was lower (P < 0.05), with between 78.2 and 60.0% illegible due to ink fading. Few tags were lost in the 8-wk period after application; however, tag loss increased for each tag device after this period and varied with housing system. Conventional tag loss was greater among pigs housed at site A (29.0%) than in pigs housed at site B (4.9%) in the 6- to 9-wk period before slaughter. The overall readability of FDX and HDX tags did not differ (P > 0.05) between sites; however, overall readability of FDX tags at 98.4% was better (P < 0.05) than 71.8% for HDX tags. Tag costs ranged from $0.73 for the conventional ear tag to $2.42 for the HDX ear tag. The identification devices did not induce production-limiting adverse effects after they were applied. Under conditions of this study, FDX electronic ear tags were the most efficacious for lifetime identification of weaner pigs on-farm.

Key Words: ear tag • electronic identification • pig • traceability • weaner


    INTRODUCTION
 Top
 Abstract
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 LITERATURE CITED
 
In 2001, the Primary Industries Ministerial Council was established in Australia to develop and support sustainable, innovative, and profitable agricultural industries (Australian Government, 2005Go). The Primary Industries Ministerial Council has endorsed National Performance Standards that have been supported by the pig industry with the aim of improving traceability systems for pigs after farm-gate. These standards require the location(s) of a suspect pig within the last 30 d and its cohorts be provided to authorities within 24 h of it becoming infected or suspected to be infected with foot-and-mouth disease (Animal Health Australia, 2005Go).

The Australian pig industry currently uses tattooing to identify pigs for sale or slaughter. A review of pig identification legislation in Australia illustrated an inability to track movements of weaner pigs (<25 kg of BW or 10 wk of age; Schembri et al., 2007Go). Currently, Victoria is the only state where weaner pigs are required to be identified by an ear tag.

Australian studies have shown that pig production in peri-urban areas (defined as a region within a 100-km radius of a capital city or within a 20-km radius of a rural center with a population of more than 30,000 residents; ABS, 2005Go) tends to be undertaken within small holdings (Schembri et al., 2006Go). Pigs in these types of production systems may change ownership several times between birth and slaughter and are bought on the basis of live weight and quality (Schembri et al., 2006Go). Traceability in these circumstances is challenging, and this type of animal may present an increased risk of health problems to other producers, consumers, and the livestock industry (Madec et al., 2001Go; Schembri et al., 2006Go).

The objectives of this study were to assess performance of 4 identification devices currently on the market, assess the ease of application and cost-effectiveness of each device, and determine the incidence of adverse effects from application of these devices.


    MATERIALS AND METHODS
 Top
 Abstract
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 LITERATURE CITED
 
The experimental procedures, including animal housing and management conditions, were approved by the Animal Ethics Committee of the University of Sydney, Australia.

Animal Housing and Management
This study was undertaken on a multisite commercial pig farm in New South Wales, Australia. Pigs (Large White x Landrace x Duroc x Pietrain) were selected after weaning at 4 wk of age from a 2,300-sow farrow-to-finish farm. To compare the performance of the identification devices under different housing and management conditions, a number of experimental progeny (n = 224) remained on the home farm for the duration of the experiment. These pigs were reared in small groups of 30 pigs per pen in concrete-based pens with experimental and nonexperimental pigs (site A). The remaining proportion of experimental pigs (n = 170) were transported 31 km from the home farm to a grow-out site (site B). Experimental weaner and grower pigs were penned with nonexperimental pigs in 1 large group of 825 pigs in a deep-litter system with rice hulls and cereal straw bedding, whereas the finishers were kept in 10 conventional pens in a concrete floor shed. Pigs at site A were grouped into pens based on sex and BW at weaning (3 to 4 wk of age) before onset of the experiment. These pigs were resorted by size as they moved to the grower and, later, the finisher stages. In contrast, pigs at site B were not sorted by size, with both sexes housed together in 1 large pen. A description of the rearing conditions at site A and B is presented in Tables 1Go and 2Go, respectively.


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Table 1. Rearing conditions for pigs kept in traditional pens at site A
 

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Table 2. Rearing conditions for pigs kept in a deep-litter system at site B
 
Sites A and B utilized continuous flow systems as pigs of a range of ages were present at both sites. Pigs at site A were housed within pens of approximately 30 pigs per pen in a grower-finisher room and were resorted by size as they were relocated to new pens in a continuous flow fashion, whereas pigs at site B were housed in large open sheds (1 pen = 1 shed) on bedding (igloos) and moved to and from these sheds all in and all out. The weaner and grower facilities at site A and the finisher facilities at both sites used a liquid-based effluent system and employed natural cross-ventilation, whereas the site B weaner and grower facility utilized a solid effluent system with natural tunnel ventilation. Pigs were given ad libitum access to a weaner concentrate (DE of 15.1 MJ and 23% CP, as-fed basis) and to water via nipple drinkers. At 13 wk of age, pigs were fed a grower ration, followed at 21 wk of age by a finisher ration with both the grower and finisher diets consisting of DE of 13.7 MJ and 19% CP (as-fed basis ad libitum). During the experiment, the slaughter interval was brought forward from 26 wk of age to 18 and 21 wk of age due to a shift in market demands; consequently, few pigs received the finisher ration. Feed concentrate was distributed automatically in the form of a dry meal for weaners or pellets for growers and finishers at both sites, with finishers at site B receiving liquid feed.

Pigs were slaughtered over a 3-wk period from 14 wk and 17 wk after application from site A and B, respectively, at 75 to 80 kg of BW in an export accredited, commercial abattoir. Transportation to the abattoir was carried out by trucks specified for pig transportation following the Model Code of Practice for the Land Transport of Pigs (PISC, 1998Go). Pigs from site A traveled 8 km, whereas pigs from site B traveled 27 km to the export accredited slaughterhouse.

Identification Devices and Application
A total of 394 pigs were randomly assigned after weaning at approximately 4 wk of age to 6 treatment groups, and each animal was identified with 2 identification devices. Device application took place over 1 d, at the time of weaning in the weaner house before pigs were transported to site B. Variation among the numbers of experimental pigs at each site existed due to on-farm management practices. The experimental design is outlined in Table 3Go. The identification devices tested were as follows: 2 types of electronic identification ear tags that represent the 2 technologies of information exchange that are accepted by the International Standard Office (ISO) standard 11784 (ISO, 1996aGo) and 11785 (ISO, 1996bGo): (1) Allflex full duplex (FDX, lightweight button tag, 31-mm diam., 5.3 g, Allflex Australia, Brisbane, Australia, ISO 11784/11785, n = 198), (2) Leadertronic half duplex (HDX, triangular tag designed for cattle, 36 x 35 mm, 7.4 g, Leader Products, Melbourne, Australia, ISO 11784/11785, n = 204), (3) Leader Flexitag (conventional tag, nonelectronic, conventional, rectangular plastic ear tag, 48 x 54mm, 5.5 g, Leader Products, n = 196, Figure 1Go), and (4) Ketchum ear tattoo 101 (tattoo, kit number KR-1101-049, Ketchum Manufacturing Inc., Ontario, Canada, n = 190).


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Table 3. Distribution of identification devices and number of pigs according to identification treatments
 

Figure 1
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Figure 1. Conventional and electronic identification devices for lifetime identification of weaner pigs. Each column shows the male piece (pin) and ear tag for a given device. HDX = Leadertronic half duplex electronic tag and CT = Leader conventional plastic tag (Leader Products, Melbourne, Australia); FDX = Allflex full duplex electronic tag (Allflex Australia, Brisbane, Australia).

 
The FDX tags were applied using the Allflex Universal Applicator (Allflex, 2002Go), whereas the HDX and conventional tags were applied using the Leader Fast-tagger applicator (Leader, 2003Go). Ear tags were applied as close as practical to the base of the ear. The male buttons for HDX and conventional tags were applied on the inside of the ear of the pigs with the female half (RFID/visual tag) on the outside of the ear to assist visual readability and minimize facial irritation. Conversely, the male FDX tag was applied to the back (outside) of the ear due to placement of the tag numbers on the device.

To apply the ear tattoo, the tattoo numbers were placed in the tattoo forceps, and the lever lock bar was closed to lock the numbers in place. With a toothbrush, a generous amount of Ketchum Animal Tattoo Ink -Green Paste (KI-1475-039) was applied to the tattoo pins. The tattoo applicator was positioned so the pins were on the outside of the ear. When the forceps were closed, care was taken to avoid excessive pressure as the ear was pierced. Ink was rubbed into the tattoo holes with thumb on inked surface against forefinger on the noninked surface of the ear.

One person applied all the identification devices, assisted by 2 people catching the pigs and 1 person setting up the devices and recording the data. For each pig sex, pen number, type of identification device, and the identification number placed in each ear were recorded. In addition to assessing the efficacy of each device, the application time for each pig (number of s taken to catch the pig, load the tagging-tattoo device, and apply the device) and the cost of materials were recorded.

Monitoring Visual Readability, Tag Retention, and Electronic Readability
All electronic tags were scanned before application using a handheld transceiver (EE-300–120; Allflex, 2002Go) to ensure they were functional. On-farm device performance, including visual readability at close range (less than 1 m with the pig restrained), readability of the electronic devices, and retention rate, was determined. According to the handheld recommendations, a reading distance of 10 cm for FDX plastic ear tags and a distance of 15 cm for HDX plastic ear tags were used to assess electronic failures (Allflex, 1999Go). Readings were taken on-farm at 8 wk after application for all animals and again at 14 and 17 wk after application for all pigs at site A and site B, respectively, before the first batch of pigs left the farm for slaughter.

When necessary, a damp cloth was used to clean the tags to assist in determining visual readability. Stock boards were used to herd individual pigs into the corner of a pen to scan tags and record adverse side effects and behavioral observations. To maintain handler safety, snares were used to restrain the pigs when they reached > 60 kg.

The Allflex Compact Reader was chosen to measure electronic readability due to its size and ease of use. Electronic readability was described as by Caja et al. (1999)Go and Babot et al. (2006)Go using the following: (transponders read at the control/transponders present at the control) x 100. Visual readability failure was the only component accounted for in determining overall tattoo readability, whereas overall conventional tag readability included tag loss and visual readability failures. The overall readability of FDX and HDX tags consisted of tag loss and electronic failure. Visual readability failure was not considered for electronic tags as the electronic capabilities of the tag were being assessed.

Monitoring Adverse Effects
Pigs were monitored at both sites at 0, 1, 3, 8, and 11 wk as well as before slaughter at site A at 14 wk and site B at 17 wk after application for adverse effects such as hematoma or edema at the tag site and skin allergies to the tattoo paste. Mortality was also recorded throughout the growing-finishing period to determine the number of fatalities related to device presence.

Statistical Analysis
Statistical analysis of data was conducted using STATA (version 8.2 2005, StataCorp LP, College Station, TX). To ascertain the extent of within-pig clustering of retention and readability in this data set, a separate multilevel logistic regression was constructed for each outcome, and the intracluster correlation coefficient was calculated (Dohoo et al., 2003Go). Because these coefficients (0.03 for retention, 0.04 for visual readability) indicated little clustering of tag loss or problems with tag readability within pig, we compared the level of significance of visual readability failure, tag retention rates, and electronic failure outcomes between identification device types at the 2 site locations using the Fisher exact test. The experimental unit was the ear of each pig, replicated by the number of pigs at each site, with separate logistic regression models constructed to assess the association among device retention, visual readability failure and electronic failure, with site location and device type. Odds ratios were calculated to further quantify associations (Kleinbaum and Klein, 2002Go; Dohoo et al., 2003Go) between identification device type and site (housing and pig management). The model used to determine visual readability failure was:


Formula

where p = the probability of device retention, visual readability failure, or electronic failure with the model varying depending on the outcome being analyzed; K = the constant (reference site and identification device) and the variation factors; Si = the site type, which is the effect of site A compared with site B; Dj = the identification device, which is the effect of FDX, HDX, conventional tags, and tattoo compared with one another; and S x Dij = the interaction between identification device and site type. Sex of the animal and operator were not included in the model, because no differences were detected according to animal sex, and all device application was conducted by the same person, thereby eliminating operator variation.


    RESULTS AND DISCUSSION
 Top
 Abstract
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 LITERATURE CITED
 
Visual Readability
Overall visual readability of FDX, HDX, and conventional tags did not differ (P > 0.05) between site and device type, with averages of 88.5, 95.9, and 93.6%, respectively. Visual readability of the tattoo was unexpectedly low, being 56.3% at site A and 26.6% at site B at 8 wk after application because of ink fading. Ear tattoo visual readability was poorer (P < 0.05) when compared with all other tag devices. Visual readability results are presented in Table 4Go.


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Table 4. Performance results (expressed as % of devices applied) of different identification devices in pigs at 8 wk after application and before slaughter according to production system
 
Tag chewing was observed to be uniform across all tag types with dirt and feces (particularly in site A) impeding visual readability of tag numbers. The digits on a small number of tags faded, which coincided with tag chewing. The size of tag numbers, particularly the smaller digits of the FDX tags, made visual readability difficult.

In the Australian context, there are many small-scale, noncommercial producers in peri-urban and regional areas, particularly in the eastern states. Anecdotal evidence suggests these operations are low-tech with very little on-farm recording systems. Visual readability was considered an important factor in designing an effective traceability system for all pigs after farm-gate while providing a simple low-tech management tool for producers on-farm.

Tag Retention
Tag retention was excellent in the first 8 wk after application and did not differ among tagging devices (P > 0.05). No conventional tags were lost from the ears of pigs at either site during the first 8 wk after application. Minimal losses (less than 2%) have also been reported in other studies using conventional tags where pigs were housed intensively (Stärk et al., 1998Go; Caja et al., 2005Go; Babot et al., 2006Go). Tag retention (Table 4Go) averaged 100% for FDX tags and 96.0% for HDX tags 8 wk after application. Previous research reported losses of electronic identification tags of 0% (Stärk et al., 1998Go), 2.3% (Babot et al., 2006Go), and 8.8% (Caja et al., 2005Go).

Tag loss increased after 8 wk after application and varied with housing system. Conventional tag loss was greater (P < 0.05) among pigs housed in concrete-based pens (29%) than in pigs housed on bedding (5%) in the 6- to 9-wk period before slaughter. More FDX tags were retained than HDX tags (P < 0.05), with losses of 1.6 and 14.9%, respectively. In general, retention of FDX tags was greater (P < 0.05) than other tag types in traditional pens. Retention of FDX and conventional tags was 3.3 and 4.3 times better (P < 0.05), respectively, than HDX tags in the deep litter system. Further logistic regression analysis showed that site location had no effect (P > 0.05) on visual readability, electronic readability, and adverse effects.

As observed in our results, Caja et al. (2005)Go indicated that most ear tag losses occurred during the last period of fattening (160 to 180 d; Caja et al., 2005Go). Studies by Schmolke et al. (2004)Go indicated that changes in social behavior of pigs became evident as they got heavier, suggesting an increased incidence of fighting when groups of pigs were mixed. These authors reported a significant portion of tag loss during the grower phase. In our experiment, high summer temperatures, fighting during regrouping, or both, may have affected pig behavior during the late growing period. In addition, the automated feeding system failed at site A, and pigs did not have ad libitum access to feed for a day during this period. This may have resulted in increased fighting and increased ear chewing and may have contributed to tag loss during this period.

Three previous studies identified tag design and manufacturing processes, such as increased weight and shape (dimension) of the ear tag to be related to electronic ear tag loss (Hasker et al., 1992Go; Caja et al., 2005Go; Babot et al., 2006Go). The HDX electronic tag, although originally designed for use in cattle, was approximately 2 g heavier than the other tag types studied, and this, together with the shape and the type of plastic used, may be unsuitable for manufacturing ear tags for pigs (Babot et al., 2006Go) and could provide insight to the poor retention of this particular HDX electronic device.

Electronic Readability
Full duplex tags maintained a 100% scanning rate throughout the study, whereas HDX tags varied between 99 and 90.8% at the 8 wk after application and before slaughter controls (Table 4Go). Of the HDX tags that showed readability problems, 4 devices failed to read at both data collection times, despite a positive before scan. A further 14 HDX tags failed to read at the before-slaughter data collection times.

Five functional HDX tags failed to read at 8 wk after application but read correctly at the before slaughter control. It is likely this reading failure was due to the transceiver that was used. A faulty transponder was the more likely cause. Reading failure could also have resulted from frequency interference with other nearby electronic devices. As identified by Caja et al. (2005)Go and Babot et al. (2006)Go, the majority of failed electronic devices also showed signs of bite or friction marks; however, we were unable to determine whether this had any effect on electronic readability.

Because there was no third control, it is difficult to determine if reading failure at the before-slaughter control was a result of transceiver failure, electronic interference, or a broken transponder. Therefore, the 14 failed HDX tags at the before-slaughter control were considered as having transponder failures, with 9.2% HDX electronic failures detected overall at the end of the fattening period.

Electronic devices for use in pig identification are a recent introduction to Australia. Therefore, at the time of this study, electronic devices used for other species (such as the chosen HDX tag for cattle) were used to determine the effectiveness of various designs and technology that were and could be available for pigs. Differences between experiments and study sites may also be attributed to pig behavior (for example, pigs chewing tag devices leading to stretching of the ear at the tag site resulting in tag loss).

Overall Identification Device Readability
Overall readability for conventional tags varied from 65.4% in site A to 87.7% in site B with tag loss and visual readability failure considered. The final readability of the tattoo differed (P < 0.05) between sites and reached 40.0% in site A and 21.8% in site B. Overall readability values for electronic ear tag devices of 71.8% for HDX tags and 98.4% for FDX tags varied (P < 0.05) between the device types (Table 4Go). No differences were detected (P > 0.05) between sites for both FDX and HDX electronic ear tags. With tag loss and visual or electronic readability accounted for, FDX tags performed better (P < 0.05) than all other tag types in traditional pens and deep litter.

Production-Limiting Effects
Most adverse events occurred within the first 2 wk after application, with those observed before slaughter detected in conjunction with fighting lesions that may be associated with pigs being resorted at each growth stage in site A. Although no acute infections were observed after application, some tag sites appeared to take some time to heal (Table 5Go), with some scabbing and development of a small hematoma at the tag site. This was most common at site A, where hygiene varied between pens. Previous studies in New Zealand showed similar results where adverse tissue reaction to the tag site had evolved into tissue swelling, proliferation, tissue damage, and occasional bleeding (Stärk et al., 1998Go).


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Table 5. Production limiting adverse events as a result of identification device application (% of devices applied) by site
 
Throughout the experiment, a total of 12 pigs died or were euthanized (6 in the first 8 wk after application and 6 before slaughter) because of reasons not associated with the identification devices.

Comparative Cost of Identification Devices
Identification device costs ranged from $0.05 for the tattoo to $2.39 for the HDX tags. No differences were observed in the time taken to apply electronic and conventional tags, which took 5.3 and 4.8 s to apply, respectively (Table 6Go). The overall costs per application were determined assuming a labor charge of $20/h. With application time and labor costs considered, the costs to apply electronic ear tags ranged from $2.25 for FDX tags to $2.42 for HDX ear tags and were similar to those reported by Saa et al. (2005)Go. Although overall costs for the conventional tags were greater than that reported by Saa et al. (2005)Go, it was considered to be relatively cost-effective when compared with electronic devices tested. Despite the lengthy duration to apply an ear tattoo, this device was the most cost-effective at $0.14/tattoo.


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Table 6. Comparative cost of identification devices used for lifetime identification of weaner pigs1
 
Equipment purchases were considered to be a once-only, stand-alone cost (Table 7Go), and when compared with the on-farm performance and the overall cost of applying the device, conventional tags were considered the most cost-effective nonelectronic identification device, followed by the FDX electronic device.


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Table 7. Comparative costs of equipment required for weaner pig identification1
 
The full cost benefit of identification in pigs is difficult to determine, because identification systems reportedly lack sufficient economic benefits in terms of reduced foreign animal disease consequences to justify the improvements (Disney et al., 2001Go). Additional benefits such as savings in the cost of eradicating endemic diseases, gains made from improved genetics, and carcass quality and premium prices for products, as well as improved consumer confidence through the ability to rapidly trace sources of disease or contamination, may eventually be developed (Geers et al., 1997Go; Disney et al., 2001Go).

Identification of weaner pigs from 4 wk of age had no apparent adverse effects on the pigs. Conventional tags were cost-effective in terms of device cost, application time, and visual readability; however, losses of up to 27.8% were observed. The International Committee for Animal Recording recommends a 98% retention rate (ICAR, 2005Go) for any identification device used for livestock. With this in mind, our results indicate the FDX electronic tag was the most efficient identification device in terms of retention rate, application ease, unfaltering scanning ability, and providing the best overall readability throughout the growth period. Based on on-farm performance, the FDX electronic tag was the most effective device for identifying live weaner pigs in a commercial operation in Australia from birth to slaughter; however, device cost could be a limiting factor in the use of this technology in the pork industry.


    Footnotes
 
1 Research supported by the Australian Biosecurity Cooperative Research Centre for Emerging Infectious Diseases (http://www1.ab-crc.org.au/). Back

2 We would like to thank the assistance of Windridge Farms, New South Wales, Australia, for the use of their facilities to undertake this study. Back

3 Corresponding author: nicoles{at}camden.usyd.edu.au

Received for publication March 14, 2007. Accepted for publication July 19, 2007.


    LITERATURE CITED
 Top
 Abstract
 INTRODUCTION
 MATERIALS AND METHODS
 RESULTS AND DISCUSSION
 LITERATURE CITED
 


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Allflex. 1999. Allflex ISO compatible RF/ID pocket reader: Quickstart instructions (rev A1 01 June 1999/software v1.00+). http://www.allflex.com.au/compact_reader.htm. Accessed Sep. 9, 2005.

Allflex. 2002. ISO Compatible RF/ID Pocket Reader Quickstart Instructions 2002 (Rev A3 15Apr02 /Software V1.07+). Allflex Australasia, Palmerston North, New Zealand.

Animal Health Australia. 2005. National Animal Health Performance Standards. Version 3. http://www.animalhealthaustralia.com.au/fms/Animal%20Health%20Australia/NAHPS/nahps_v3_0206.pdf Accessed Jan. 20, 2006.

Australian Government. 2005. About the Primary Industries Ministerial Council. http://www.mincos.gov.au/about_pimc.htm Accessed Oct. 13, 2005.

Babot, D., M. Hernández-Jover, G. Caja, C. Santamarina, and J. J. Ghirardi. 2006. Comparison of visual and electronic identification devices in pigs: On-farm performances. J. Anim. Sci. 84:2575–2581.[Abstract/Free Full Text]

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Caja, G., M. Hernández-Jover, C. Conill, D. Garín, X. Alabern, B. Farriol, and J. Ghirardi. 2005. Use of ear tags and injectable transponders for the identification and traceability of pigs from birth to the end of the slaughter line. J. Anim. Sci. 83:2215–2224.[Abstract/Free Full Text]

Disney, W. T., J. W. Green, K. W. Forsythe, J. F. Wiemers, and S. Weber. 2001. Benefit-cost analysis of animal identification for disease prevention and control. Rev. Offic. Int. Epizoot. 20:385–405.

Dohoo, I., W. Martin, and H. Stryhn. 2003. Pages 335–343 in Veterinary Epidemiologic Research. AVC Inc., Prince Edward Island, Canada.

Geers, R., B. Puers, V. Goedseels, and P. Wouters. 1997. Electronic Identification, Monitoring and Tracking of Animals. CAB Int., Oxon, UK.

Hasker, P. J. S., J. Bassingthwaighte, and P. J. Round. 1992. A comparison of sites for implanting identification transponders in cattle. Aust. Vet. J. 69:91.[Medline]

ICAR. 2005. International Agreement of Recording Practices. Guidelines approved by the General Assembly held in Sousse, Tunisia in June 2004. Int. Comm. Anim. Recording, Rome, Italy.

ISO. 1996a. Agricultural Equipment. Radio-Frequency Identification of Animals - Code Structure. ISO 11784:1996 (E). 2nd ed. Int. Stand. Off., Geneva, Switzerland.

ISO. 1996b. Agricultural Equipment. Radio-Frequency Identification of Animals - Technical Concept. ISO 11785:1996 (E). 1st ed. Int. Stand. Off., Geneva, Switzerland.

Leader. 2003. Leader–Innovative tag application: "Quick Release" Fast Tagger. http://www.leaderproducts.com.au/accessories.cfm Accessed Sep. 9, 2005.

Kleinbaum, D. G., and M. Klein. 2002. Logistic regression: A self-learning text. Springer, New York, NY.

Madec, F., R. Geers, P. Vesseur, N. Kjeldsen, and T. Blaha. 2001. Traceability in the pig production chain. Rev. Offic. Int. Epizoot. 20:523–537.

PISC. 1998. Model code of practice for the welfare of animals: Land transport of pigs. SCARM Report No. 63. CSIRO Publ., Victoria, Australia.

Saa, C., M. J. Milan, G. Caja, and J. J. Ghirardi. 2005. Cost evaluation of the use of conventional and electronic identification and registration systems for the national sheep and goat populations in Spain. J. Anim. Sci. 83:1215–1225.[Abstract/Free Full Text]

Schembri, N., K. Hart, R. Petersen, and R. Whittington. 2006. Assessment of the management practices facilitating the establishment and spread of exotic diseases of pigs in the Sydney region. Aust. Vet. J. 84:341–348.[CrossRef][Medline]

Schembri, N., J. A. Toribio, F. Sithole, and T. Holyoake. 2007. Review of identification and traceability legislation for pigs in Australia. Aust. Vet. J. 85:255–260.[CrossRef][Medline]

Schmolke, S. A., Y. Z. Li, and H. W. Gonyou. 2004. Effects of group size on social behavior following regrouping of growing-finishing pigs. Appl. Anim. Behav. Sci. 88:27–38.[CrossRef]

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