Abstract
Background
Lameness, low BCS and scar tissue in the skin covering the tuber spina scapulae are known as risk factors for shoulder ulcer in sows. In a two-step study, the predictive ability of pre-farrowing clinical examination and the preventive effect of rubber mats on the development of shoulder ulcers in at-risk sows were evaluated.
Material and methods
The study included 659 sows that were clinically examined one week before farrowing to distinguish risk sows from no-risk sows. Sows with a BCS ≤ 2 and/or a locomotion score > 3 and/or scar tissue in the skin covering the tuber spina scapulae were classified as at risk of developing shoulder ulcers. The at-risk sows were randomly assigned to either a prevention group in which sows were stalled in farrowing crates equipped with rubber mats, or a non-prevention group in which sows were stalled in standard crates. The shoulder areas were photographed during the first two weeks of the lactation period.
Results
The chance of developing a shoulder ulcer was significantly higher for at-risk sows than for non-at-risk sows (OR 5.55, p < 0.0001). At-risk sows stalled in crates equipped with rubber mats as preventive substrates had a significantly lower chance of developing shoulder ulcers than did those stalled in standard pens (OR 0.54, p = 0.0358).
Conclusions
The development of shoulder ulcers in sows can be predicted by clinical pre-farrowing risk assessment based on BCS, locomotion score and scar tissue scoring. Providing at-risk sows with farrowing crates equipped with rubber mats had a statistically significant protective effect.
Keywords: Scar tissue, Shoulder ulcer, Risk assessment, Rubber mat
Background
Shoulder ulcers are frequently seen in sows that have recently farrowed [1]. The lesions typically develop in the area over the tuber spina scapulae. During farrowing, sows often lay for long periods in the same posture, which leads to the compression of blood vessels, insufficient blood circulation, necrosis and subsequent ulceration [2]. According to the tissues involved, four stages of shoulder ulcers are distinguished. Lesions that affect only the epidermis (stage 1) are differentiated from those that also affect the dermis (stage 2) or that affect all skin layers, including the subcutaneous tissue (stage 3). In stage 4, all skin layers and the underlying bone of the tuber spina scapulae are involved. Stages 3 and 4 are considered substantial animal welfare-related lesions [1].
Risk factors
Risk factors for the development of shoulder ulcers have been identified in several studies [2–14]. Animal-related risk factors are distinguished from those associated with the environment (Table 1).
Table 1.
Animal-related risk factors | Environment-related risk factors |
---|---|
Body Condition Score (BCS) | Flooring type |
Number of litters (parity) | Pen location |
Health status | Temperature |
Lameness | Humidity |
Previous shoulder ulcer history | Type of sow housing |
Weaning weight of litter | Friction properties of the floor |
Length of lactation period | |
Sow behaviour | |
Breed | |
Genetics |
The three most relevant sow-related risk factors are lameness, BCS and parity [3], among which lameness is the most important [4, 15, 16]. Sows with lameness have a much higher chance of developing shoulder ulcers than do sows with unaffected locomotion [16]. In lame sows, the duration of laying in lateral recumbence during farrowing is increased relative to that in non-lame sows; this laying has been identified as the starting point for the development of shoulder ulcer [11, 12].
In addition to lameness, BCS is closely associated with the development of shoulder ulcers [4–7, 9, 10]. A low BCS increases the likelihood of shoulder ulcer development because of the reduced cushion of fat covering the tuber spina scapulae [2, 17]. Compared to that sows in normal and high body condition,sows with poor body condition have a greater chance of developing shoulder ulcers [16].
Sows that previously developed shoulder ulcers in previous farrowings are at greater risk of developing one in future farrowings. Scar tissue in the skin covering the tuber spina scapulae is indicative of previous shoulder ulcer [7, 11, 12, 18].
Prevention
Measures to prevent shoulder ulcers in sows include avoiding lameness, maintaining an adequate BCS throughout the previous lactation and recent pregnancy, and the early identification of clinical findings indicative of previous shoulder lesions [2, 13]. Given the broad range of possible causes of lameness, a comprehensive diagnostic approach is required for successful prevention [19]. In particular, hind limb disorders seem to play an important role [15]. Adequate feeding strategies and a proper health status of sows are prerequisites for a sufficient back-fat level. A normal BCS and an adequate back and shoulder fat layer protect against the development of shoulder ulcers [18]. In addition, equipping the farrowing crate floor with a rubber mat for the entire lactation period is associated with a lower frequency of shoulder ulcers [14].
Treatment
Sows that have recently farrowed should be monitored extensively to ensure that those developing early signs of ulcer development, such as local reddening or swelling, are treated immediately.
For the treatment of shoulder ulcers, local application of a 25% zinc ointment (Apotekets Baby Zinsalve, Denmark) and decompression achieved by a rubber mat (Atlas 18 mm, Kraiburg Elastik GmbH, Tittmoning, Germany) are recommended [20].
In sows suffering from shoulder ulcers that extend to the subcutis or the bone tissue, euthanasia should be considered. Sometimes, early weaning can help stop progression. Pain relief medication can be indicated at a minimum for shoulder ulcers extending to the dermis or the underlying bone [13]. Local antibiotic treatment should be considered for chronic shoulder ulcers as a supportive measure [20].
Material and methods
Herd characteristics, sample size and flooring
Data were obtained at a farm with 2300 sows (Landrace x Yorkshire) that employed a one-week batch farrowing system and a suckling period of three weeks. Each week, 105 to 115 sows were farrowing 1400 to 1700 piglets. In the study period the number of weaned piglets per sow was 13.6 and the mean of the number of parities was 2.7. Six groups comprising a total of 659 sows were included in this two-step study.
In the first step, the sows were clinically examined and then allocated to either an at-risk group (n = 194) or a not-at-risk group (n = 465) according to the examination results. In the second step, the at-risk sows were randomly assigned to a prevention group or a non-prevention group (Fig. 1). The prevention group comprised 93 at-risk sows that were stalled in farrowing crates equipped with rubber mats (PORCA fix D, 65 × 125 cm, 2 cm thickness, Gummiwerk KRAIBURG Elastik GmbH & Co. KG, Tittmoning, Germany). The non-prevention group comprised 101 at-risk sows that were stalled in standard farrowing crates equipped with fully slatted plastic floor fulfilling the minimum requirements of national regulation. The pen size was 250 cm × 180 cm and the crate has a size of 190 cm × 70 cm. Enrichment material was provided by with a metal chain combined with a piece of wood [21].
Sows for which no risk of developing shoulder ulcer was predicted (n = 465) were maintained in the same type of standard farrowing pens used for the at-risk sows of the non-prevention group.
Clinical examination, scoring and image collection
Approximately one week before farrowing, just before the sows were moved from the group housing to the farrowing units, each sow was clinically examined, and the findings were assessed using a clinical scoring system (Tables 2 and 3). Sows with a BCS ≤ 2 (Table 2) and/or locomotion score ≥ 4 (Table 3) and/or scar tissue in the skin covering the spina scapulae were predicted to be at risk for developing shoulder ulcers during the following farrowing period.
Table 2.
BCS | Condition | Ribs, hip and backbone |
---|---|---|
1 | Excessively thin | Easily visible and palpable |
2 | Moderately thin | Can be palpated with slight pressure |
3 | Ideal | Can be palpated with firm pressure; cannot be observed visually |
4 | Moderately fat | Cannot be palpated |
5 | Excessively fat | Cannot be palpated |
Table 3.
Score | Criteria |
---|---|
0 | No clinical signs of lameness |
1 | Barely visibly lame |
2 | Visibly, moderately lame with pressure on all limbs |
3 | Visibly lame with decreased pressure on the limbs |
4 | Decreased limb pressure to achieve relief or avoidance of pressure, or adoption of relieving posture |
5 | Avoidance of any limb pressure, exclusive adoption of relieving posture |
Longitudinal shoulder scoring during the lactation period
The sows were clinically examined for the status-quo analysis before farrowing and monitored over the three weeks of the lactation period. During the post-partum (p.p.) monitoring period, each sow was examined five times, between p.p. days 2 to 4, 4 to 6, 6 to 8, 9 to 11 and 16 to 18. The examination intervals differed among the sows because the farrowing period of the group spanned three days.
The shoulders were scored according to the clinical findings (Table 4) and photographed (Fig. 2) at each examination time.
Table 4.
Score | Clinical findings |
---|---|
0 | No ulcer; fighting wound |
1 | Ulceration limited to the epidermis; sometimes covered with a moderate scab |
2 | Ulcerated dermis, sometimes covered with a scab, usually a small amount of granulation tissue or fibrosis bordering the ulcer |
3 | Subcutaneous tissue ulcerated, sometimes covered with a scab and accompanied by extensive surrounding granulation tissue or fibrosis |
4 | Ulceration with exposed bone (tuber spina scapula) accompanied by heavy proliferation of new bone tissue |
Treatment of sows developing shoulder ulcers
For animal welfare reasons, all sows that developed a shoulder ulcer with a score ≥ 2 (see Table 5) were treated regardless of study group. Treatment included Meloxicam (Metacam® 20 mg/ml, Boehringer Ingelheim Vetmedica GmbH, Ingelheim/Rhein, Germany) injection, local application of zinc oxide ointment (Zincojecol WDT® 280 mg/g, Wirtschaftsgesnossenschaft Deutscher Tierärzte eG, Garbsen, Germany) and installation of a rubber mat (PORCA fix D, 65 cm × 125 cm, 2 cm thick, Gummiwerk KRAIBURG Elastik GmbH & Co. KG, Tittmoning, Germany) on the floor of the farrowing crate.
Table 5.
Shoulder ulcer score | |||||
---|---|---|---|---|---|
Study group | 0 | 1 | 2 | 3 | 4 |
Non-at-risk sows | 358 (77.0) | 97 (20.9) | 8 (1.7)b | 2 (0.4)b | 0 (0.0) |
No-RMa at-risk sows | 38 (37.6) | 49 (48.5) | 11 (10.9)b | 2 (2.0)b | 1 (1.0)b |
RM at-risk sows | 49 (52.7) | 36 (38.7) | 7 (7.5)b | 1 (1.1)b | 0 (0.0) |
aRM = rubber mat
bSows received a treatment with Meloxicam injection, zinc ointment and rubber mat
Statistical analyses
The primary endpoint was defined as shoulder ulcer yes/no, meaning that if shoulder scores (grade 1 or greater) were present at least one day during the study period, the primary endpoint was set to “yes” else to “no”.
Calculation of the minimum sample size of sows to include was performed by a χ2 test for homogeneity using NCSS-Pass, version 14 [23]. For this calculation, the expected prevalence of shoulder ulcers was determined through a pre-study survey on the farm. The results indicated that a total of 140 at-risk sows were needed to achieve a power greater than 0.8 at a target alpha of 0.05. The calculated minimum sample size was 350 sows.
Logistic regression was used to analyse the primary endpoint of shoulder ulcer (yes/no) Logistic regression was used to analyse the primary endpoint of shoulder ulcer (yes/no) in at-risk vs. non-at-risk sows and in at-risk sows with a rubber mats vs. non-at-risk sows without rubber mats. Odds ratios are reported with 95% confidence intervals. A p-value < 0.05 was considered statistically significant. All statistical analyses were performed using the statistical environment R, version 3.5.1 [24].
Results
Among the 659 sows included in the study, 32.5% developed shoulder ulcers. The prevalence of shoulder ulcers was 23.0% in non-at-risk sows, 62.4% in at-risk sows without a preventive rubber mat (no-RM) and 47.3% in at-risk sows with a preventive rubber mat (RM).
The highest score of shoulder ulcer developed in an individual sow within the examination period was termed the maximum expression (Table 5). In 0.4% of the non-at-risk sows, the maximum expression score was 3, and no sow developed a shoulder ulcer of score 4. In the no-RM at-risk sows, the maximum expression scores were 3, observed in 2.0% of the sows, and 4, observed in 1.0% of the sows. In the prevention group (RM at-risk sows), the maximum expression score was 3, observed in 1.1% of the sows, and no sow developed a shoulder ulcer of score 4.
Prediction of shoulder ulcers by clinical examination before farrowing
The prediction of the development of shoulder ulcer was analysed by comparing the post-farrowing findings with the prognosis based on the findings of the clinical examination performed pre-farrowing. As half of the at-risk sows had rubber mats installed in their stalls for prevention, only those at-risk sows that did not receive this preventive measure were included in this statistical analysis. A shoulder ulcer was diagnosed in 62.4% of these at-risk sows and in 23.0% of the non-at-risk sows throughout day 2 to 18 of the lactation period. The chance to develop a shoulder ulcer was 5.55 higher for the at-risk sows than for the non-at-risk sows (95% CI: 3.51–8.76, p < 0.0001) (Table 6, upper part).
Table 6.
Presence of shoulder ulcers (any score ≥ 1) n (%) | Absence of shoulder ulcers n (%) | Odds Ratio (95% Confidence Interval) | p-value | |
---|---|---|---|---|
Subgroup without rubber mat (n = 566) | ||||
At-risk group | 63 (62.4) | 38 (37.6) | 5.55 (3.51, 8.76) | <.0001 |
Non-at-risk group | 107 (23.0) | 358 (77.0) | 1.0 (Ref.a) | |
Subgroup under risk (n = 194) | ||||
Rubber mat group | 44 (47.3) | 49 (52.7) | 0.54 (0.31, 0.96) | 0.0358 |
No rubber mat group | 63 (62.4) | 38 (37.6) | 1.0 (Ref.a) |
aRef. = Reference group
Effect of a preventive rubber mat installed before farrowing on the development of shoulder ulcers
The effect of a preventive rubber mat on the development of should ulcers in at-risk sows was analysed by comparing the post farrowing findings from at-risk sows between the RM group and the non-RM group. A shoulder ulcer was found in 62.4% of the non-RM at-risk sows and in 47.3% of the RM at-risk sows (Table 6). Among these sows, those with a rubber mat were 0.54 fold less likely to develop a shoulder ulcer than were sows without a rubber mat (95%CI: 1.04–3.27, p = 0.0358) (Table 6, lower part).
Discussion
Shoulder ulcers in breeding sows are an important animal welfare issue. In particular, ulcers extending to the subcutis or the bone tissue of the spina tuber scapulae are substantial animal welfare-related lesions [1]. Clinical studies concerning the prevention of shoulder ulcers have mainly focused on the identification of risk factors, such as body condition score and lameness [2]. The objective of this study was to identify sows at risk of developing shoulder ulcers pre-farrowing and assess how effective risk assessment and the use of rubber mats are for preventing shoulder ulcers in at-risk sows. A preliminary study was conducted beforehand to determine the minimum required sample size for the two-step study. With regard to the maximum expression of shoulder ulcers (Table 5), all sows attaining a shoulder ulcer score of 2 were treated with Meloxicam injection, zinc ointment and provided with a rubber mat regardless of treatment group. This shoulder ulcer treatment may have influenced ulcer progression but not onset.
Analysis of the maximum expression of clinical shoulder ulcers throughout day 2 to 18 of the lactation period showed that 15.0% of the 214 sows that developed ulcers reached an ulcer score ≥ 2. In the non-at-risk group, 2.2% of the sows developed ulcers with a score ≥ 2. In the no-RM at-risk group, 13.9% of the sows developed ulcers with this score, whereas 8.6% of the RM at-risk sows did so. The low number of sows with scores of 3 or 4 (Table 5) is likely the result of the treatment (rubber mat plus daily local application with zinc ointment) of each sow immediately received upon a shoulder ulcer score of 2. The therapeutic effect of this treatment has been demonstrated previously [20].
The data show that reliable prediction of shoulder ulcers can be accomplished by a clinical examination before farrowing, with focus on three clinical parameters. Sows with a BCS ≤ 2 (Table 2) and/or locomotion score ≥ 4 (Table 3) and/or scar tissue in the skin covering the tuber spina scapulae had a 5.55-fold higher odds of developing shoulder ulcers until day 18 of the lactation period relative to sows exhibiting none of these conditions. The risk factors BCS, lameness and the development of a shoulder ulcer in a previous farrowing have been identified in retrospective analyses [4–7, 9]; however, only one previous study used low BSC and presence of scar tissue to predict the risk of shoulder ulcer and applies this information for prevention [25]. According to modern concepts supporting animal health, it is important that not only proven therapeutic measures be applied [20] but also more effective prevention methods be developed. The clinical evaluation of BCS, locomotion and the skin in the area covering the tuber spina scapulae in sows is easily performed by veterinarians as well as veterinarian-trained farmers. It is recommended that the clinical evaluation of these risk factors is performed when the sows are moved from the group house to the farrowing unit.
In those sows found to be at risk for the development of shoulder ulcers, the use of a rubber mat fixed to the floor of the farrowing crate was found to be effective as a preventive measure. At-risk sows that farrowed in crates equipped with rubber mats had a 0.54-fold lower odds of developing shoulder ulcers than did those that farrowed in standard crates. The preventive effect of a rubber mat with a core of foam (centre: 45 mm thick; edge: 17 mm thick) was reported previously for sows with a low BCS or scar tissue in the shoulder area [25]. Core foam rubber mats are likely more decompressive compared to hard core rubber mats. In our study, the use of a solid soft rubber mat (2 cm thick) had a protective effect. The use of rubber mats has been proven effective in the therapy of shoulder ulcers [20] and can be recommended for preventive application.
Conclusions
The study evaluates the prevention of shoulder ulcer in sows. The pre-farrowing clinical evaluation of BCS, locomotion and the skin in the area over the tuber spina scapulae allowed the prediction of the odds (OR 5.55, p < 0.0001) of a sow developing a shoulder ulcer during the subsequent farrowing. By equipping farrowing crates with soft rubber mats as a preventive measure, the odds of an at-risk sow developing a shoulder ulcer was significantly reduced relative to that of an at-risk sow farrowed in a standard crate (OR 0.54, p = 0.0358). The study showed that effective prevention of shoulder ulcer can be obtained by simple clinical evaluation of a few risk factors and by equipping the farrowing crate with a soft rubber mat.
Acknowledgements
The authors wish to thank the staff, the herd manager and the veterinary practitioner of the sow farm.
Abbreviations
- BCS
body condition score
- CI
confidence interval
- OR
odds ratio
- RM
rubber mat
Author contributions
DM developed the study design, performed the data collection and prepared the statistical analysis and drafted the manuscript. EgB designed and supervised the study. The statistical analyses were performed by CV and LK. All authors read, edited and approved the final manuscript.
Funding
This study received support from Gummiwerk KRAIBURG Elastik GmbH & Co. KG through the provision of rubber mats.
Availability of data and materials
Please contact the corresponding author for data requests.
Ethics approval and consent to participate
Not applicable.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Footnotes
Publisher’s Note
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Contributor Information
Daniel Meyer, Email: Daniel.meyer@tiho-hannover.de.
Charlotte Vogel, Email: Charlotte.vogel@tiho-hannover.de.
Lothar Kreienbrock, Email: Lothar.kreienbrock@tiho-hannover.de.
Elisabeth große Beilage, Email: Elisabeth.grosse.beilage@tiho-hannover.de.
References
- 1.Meyer D, Hewicker-Trautwein M, Hartmann M, Kreienbrock L, grosse Beilage E. Scoring shoulder ulcers in breeding sows – is a distinction between substantial and insubstantial animal welfare-related lesions possible on clinical examination? Porcine Health Management. 2019;5(1):3. doi: 10.1186/s40813-018-0108-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Rioja-Lang FC, Seddon YM, Brown JA. Shoulder lesions in sows: a review of their causes, prevention, and treatment. J Swine Health Prod. 2018;26(2):101–107. [Google Scholar]
- 3.Rosendal T, Nielsen JP. Editors. Risk factors for the development of decubital ulcers over the scapula in sows. Proceedings of the 18th IPVS congress 2004; Hamburg. Germany. .
- 4.Knauer M, Stalder KJ, Karriker L, Baas TJ, Johnson C, Serenius T, et al. A descriptive survey of lesions from cull sows harvested at two Midwestern U.S. facilities. Prev Vet Med. 2007;82:198–212. doi: 10.1016/j.prevetmed.2007.05.017. [DOI] [PubMed] [Google Scholar]
- 5.Anil S, Anil L, Deen J. Editors. Factors associated with shoulder lesions in breeding sows. Proc Allen D leman swine conference; 2006; Univ. of Minnesoty, St. Paul MN. US Minnesota.
- 6.Baustad B, Fredriksen B. Editors. Prevalence and prevention of decubital shoulder ulcers in Norwegian sows. Proceedings of the 19th IPVS congress; 2006; Copenhagen. Denmark. .
- 7.Davies P, Morrow W, Miller D, Deen J. Epidemiologic study of decubital ulcers in sows. J Am Vet Med Assoc. 1996;208:1058–1062. [PubMed] [Google Scholar]
- 8.Davies P, Morrow W, Rountree W, Miller D. Epidemiologic evaluation of decubital ulcers in farrowing sows. J Am Vet Med Assoc. 1997;210:1173–1178. [PubMed] [Google Scholar]
- 9.Havn K, Poulsen H. Editors. Risk factors for shoulder ulcers in sows in a Danish breeding farm. Proceedings of the 18th IPVS congress; 2004; Hamburg. Germany. .
- 10.Zurbrigg K. Sow shoulder lesions: risk factors and treatment effects on an Ontario farm. J Anim Sci. 2006;84:2509–2514. doi: 10.2527/jas.2005-713. [DOI] [PubMed] [Google Scholar]
- 11.Kaiser M, Bach-Mose K, Alban L. Risikofaktorer for skuldersår hos søer. Dan Veterinaertidsskr. 2007;90(1):20–26. [Google Scholar]
- 12.Thorup F. Editor Back fat level at farrowing affects the frequency of shoulder lesions. Proceedings of the 19th IPVS congress; 2006; Copenhagen. Denmark. .
- 13.große Beilage E. Schulterulkus bei Sauen - ein unterschaetztes Tierschutzproblem. Prakt Tierarzt. 2015;96:291–298. [Google Scholar]
- 14.Deen J. Final report NPB#08–153: Porc checkoff. 2010. Effect of a softer floor surface in the farrowing crate on the expression of lameness and subsequent sow performance. [Google Scholar]
- 15.Bonde M, Rousing T, Badsberg JH, Sørensen JT. Associations between lying-down behaviour problems and body condition, limb disorders and skin lesions of lactating sows housed in farrowing crates in commercial sow herds. Livest Prod Sci. 2004;87:179–187. doi: 10.1016/j.livprodsci.2003.08.005. [DOI] [Google Scholar]
- 16.Rosendal T, Nielsen JP. Editors. Risk factors for the development of decubital ulcers over the scapula of sows. Proceedings of the 36th AASV annual meeting 2005; Toronto. Canada. .
- 17.Dahl-Pedersen K, Bonde MK, Herskin MS, Jensen KH, Kaiser M, Jensen HE. Pathogenesis and pathology of shoulder ulcerations in sows with special reference to peripheral nerves and behavioural responses to palpation. Vet J. 2013;198:666–671. doi: 10.1016/j.tvjl.2013.09.059. [DOI] [PubMed] [Google Scholar]
- 18.Nystén M, Orro T, Peltoniemi O. Systemic inflammatory response to shoulder ulcers and lack of preventive effect of postpartum pain medication with ketoprofen in sows. Livest Sci. 2018;214:9–17. doi: 10.1016/j.livsci.2018.04.019. [DOI] [Google Scholar]
- 19.Zimmerman J, Karriker L, Ramirez A, Schwartz K, Stevenson G. Diseases of swine 10th edition: Wiley-Blackwell; 2012.
- 20.Kaiser M, Kristensen CS, Bækbo P, Alban L. Treatment of shoulder ulcers in sows–rubber mats and zinc ointment compared to chlortetracycline spray. Acta Vet Scand. 2013;55(1):12. doi: 10.1186/1751-0147-55-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Verordnung zum Schutz landwirtschaftlicher Nutztiere und anderer zur Erzeugung tierischer Produkte gehaltener Tiere bei ihrer Haltung (Tierschutz-Nutztierhaltungsverordnung - TierSchNutztV), BGBl. I p.2043 in 2006 and BGBl. I p.2147 in . 5: § 22–30; 2001; Berlin; Germany. 2017. Abs. [Google Scholar]
- 22.Lund M, Aalbæk B, Jensen H. Skuldersår hos søer. Dan Veterinærtidsskr. 2003;22:8–11. [Google Scholar]
- 23.PASS 14 power analysis and sample size software; 2015; NCSS, LLC.; Kaysville, Utah, USA; URL https://www.ncss.com/software/pass. Accessed 1 Mar 2019.
- 24.R: A language and environment for statistical computing; 2018; R Core Team, R Foundation for Statistical Computing; Vienna, Austria; URL https://www.R-project.org/. Accessed 1 Mar 2019.
- 25.Petersen LB, Nielsen MBF. Editors. Rubber mats in farrowing pens as prevention of sow shoulder lesions. Proceedings of the 21st IPVS congress; 2010; Vancouver. Canada. .
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Data Availability Statement
Please contact the corresponding author for data requests.