Abstract
Key words
Introduction
- 1.Good feeding: absence of prolonged hunger, absence of prolonged thirst;
- 2.Good housing: comfort around resting, thermal comfort, ease of movement;
- 3.Good health: absence of injuries, absence of disease, absence of pain induced by management procedures;
- 4.Appropriate behavior: expression of social behaviors, expression of other behaviors, good human-animal relationship, positive emotional state.
Methodology
Attribute | Definition | Reference | |
---|---|---|---|
Validity | The relation between a variable and what it is supposed to measure or predict. Criterion-related validity picks one or more criteria or standards for evaluating a scale, such as a predictive or a concurrent measure. | ||
Predictive validity | Ability of an indicator to predict some later criterion, such as a state of disease, hunger, discomfort, and so on | Kamphaus and Frick, 2005 | |
Concurrent validity | Significant correlation between an indicator and other measures to which it is theoretically related (i.e., gold standard). | Kamphaus and Frick, 2005 | |
Reliability | The extent to which a measurement is repeatable and consistent. | Martin and Bateson, 2007 | |
Intraobserver reliability | The agreement between successive observations of the same individual or group by a single observer, based on statistical significance of correlations (P < 0.05) or to Kendall’s coefficient of concordance (>0.7). According to time between measurements, reliability may be classified in short- (1–7 d), medium- (1 wk to 1 mo), or long-term reliability (>1 mo). | ||
Interobserver reliability | The agreement between different observers during a simultaneous observation, based on statistical significance of correlations (P < 0.05) or to Kendall’s coefficient of concordance (>0.7). | ||
On-farm feasibility | The practical chance of using the indicators during on-farm inspection. It considers several constraints. | Knierim and Winckler, 2009 | |
Time constraints | Our survey among the stakeholders pointed out that a maximum acceptable time for a welfare protocol on-farm should be less than 2 h/farm and less than 5 min/animal. Depending on the number of indicators to be collected, the maximum time that can be spent for each indicator may vary; however, we considered feasible the indicators with an estimated duration <30 min for a pen and of <1 min/animal for individual assessments. Indicators should not require to be further processed after collection (e.g., for laboratory analysis). | ||
Cost | The indicator should not be expensive (e.g., in terms of specific equipment, consumables, or laboratory costs). | ||
Actual possibility to perform on commercial farms and acceptability to stakeholders and farmers | The indicator should not require more than one person to be collected, should not require to alter the farm routine (e.g., moving animals out of the pen, or altering feeding or milking time), should not require a specific location to be recorded, should not cause stress to the animals (e.g., isolation, fear), should not require individual identification of the animals, should be easily recorded on all animals or on a representative sample of animals. |
Good Feeding Principle
Animal-based welfare indicator | Age class | Sex | Housing system | Sample size | Validity 4 Validity, intraobserver and interobserver reliability, on-farm feasibility: Y=tested and valid or reliable or feasible; N=tested but not valid or not reliable or not feasible; —=not tested; O=validity assessed in other species; S=short-term reliability; M=mid-term reliability; L=long-term reliability. | Intra-observer reliability 4 Validity, intraobserver and interobserver reliability, on-farm feasibility: Y=tested and valid or reliable or feasible; N=tested but not valid or not reliable or not feasible; —=not tested; O=validity assessed in other species; S=short-term reliability; M=mid-term reliability; L=long-term reliability. | Inter-observer reliability 4 Validity, intraobserver and interobserver reliability, on-farm feasibility: Y=tested and valid or reliable or feasible; N=tested but not valid or not reliable or not feasible; —=not tested; O=validity assessed in other species; S=short-term reliability; M=mid-term reliability; L=long-term reliability. | On-farm feasibility 4 Validity, intraobserver and interobserver reliability, on-farm feasibility: Y=tested and valid or reliable or feasible; N=tested but not valid or not reliable or not feasible; —=not tested; O=validity assessed in other species; S=short-term reliability; M=mid-term reliability; L=long-term reliability. | Reference |
---|---|---|---|---|---|---|---|---|---|
Absence of prolonged hunger | |||||||||
BCS | A | F | C | 1,520 | O | — | — | Y | Anzuino et al., 2010 |
J | M | E | 60 | Y | L | — | Y | McGregor and Butler, 2008 | |
Queuing (at the feed barrier) | A | F | E | 48 | Y | S | — | N | Jørgensen et al., 2007 |
Displacements (at the feed barrier) | A | F | E | 48 | Y | S | — | Y | Jørgensen et al., 2007 |
K | F/M | E | 30 | Y | M | — | Y | Van et al., 2007 | |
A/J | F | E | 70 | Y | L | — | N | Aschwanden et al., 2009a | |
K | — | E | 13 | — | — | — | N | Mazurek et al., 2005 Mazurek, M., M. Marie, and D. Desor. 2005. Animal-centred indicators of dairy goat welfare. ISAH 2005, 1. Warsaw, Poland. Accessed Jul. 15, 2013. http://www.isah-soc.org/documents/2005/sections/28_vol_1.pdf | |
Hair coat condition | A | F | E | 48 | — | — | — | Y | Battini et al., 2013 |
Anal soiling | A | F | C | 1,520 | — | — | — | Y | Anzuino et al., 2010 |
Feeding (simultaneously) | A/J | F | E | 96 | Y | M | — | N | Aschwanden et al., 2009b |
Agonistic interactions (with physical contact) | A/J | F | E | 96 | Y | M | — | N | Aschwanden et al., 2009b |
A/J | F | E | 70 | N | L | — | N | Aschwanden et al., 2009a | |
K | F/M | E | 30 | Y | M | — | N | Van et al., 2007 | |
A | F | E | 48 | Y | S | — | Y | Jørgensen et al., 2007 | |
Agonistic interactions (without physical contact) | A | F | E | 48 | N | S | — | Y | Jørgensen et al., 2007 |
K | F/M | E | 30 | Y | M | — | Y | Van et al., 2007 | |
Feeding bouts (duration) | A/J | F | E | 70 | Y | L | — | N | Aschwanden et al., 2009a |
Feeding (duration) | A | F | E | 48 | Y | S | — | N | Jørgensen et al., 2007 |
K | — | E | 13 | — | — | — | N | Mazurek et al., 2005 Mazurek, M., M. Marie, and D. Desor. 2005. Animal-centred indicators of dairy goat welfare. ISAH 2005, 1. Warsaw, Poland. Accessed Jul. 15, 2013. http://www.isah-soc.org/documents/2005/sections/28_vol_1.pdf | |
First feeding-place change (latency) | A/J | F | E | 96 | Y | M | — | N | Aschwanden et al., 2009b |
Feeding-place changes (frequency) | A/J | F | E | 96 | Y | M | — | N | Aschwanden et al., 2009b |
Feeding at night (duration) | A/J | F | E | 70 | N | L | — | N | Aschwanden et al., 2009a |
Standing/walking | A | F | E | 48 | N | S | — | N | Jørgensen et al., 2007 |
Lying | A | F | E | 48 | Y | S | — | N | Jørgensen et al., 2007 |
Absence of prolonged thirst | |||||||||
Queuing (at the drinker, duration) | A | F | E | 30 | Y | S | — | N | Ehrlenbruch et al., 2010b |
Displacements (at the drinker, frequency) | A | F | E | 30 | Y | S | — | N | Ehrlenbruch et al., 2010b |
Drinking (duration) | A | F | E | 30 | Y | S | — | N | Ehrlenbruch et al., 2010b |
A | F | E | 30 | N | S | — | N | Ehrlenbruch et al., 2010b | |
A | F/M | E | 14 | N | S/L | — | N | Ogebe et al., 1996 | |
Drinking (frequency) | A | F | E | 30 | Y | S | — | N | Ehrlenbruch et al., 2010b |
A | F/M | E | 14 | N | S/L | — | N | Ogebe et al., 1996 |
Absence of Prolonged Hunger
Leach, K. A., U. Knierim, and H. R. Whay. 2009a. Condition scoring for dairy and beef cattle and veal calves. Pages 1–6 in Welfare Quality® Report No. 11—Assessment of Animal Welfare Measures for Dairy Cattle, Beef Bulls and Veal Calves. B. Forkman and L. Keeling, ed. Cardiff University, Cardiff, UK.
- Laister S.
- Brörkens N.
- Lolli S.
- Zucca D.
- Knierim U.
- Minero M.
- Canali E.
- Winckler C.
Lengarite, M. I., P. N. Mbugua, C. K. Gachuiri, and L. W. Kabuage. 2012. Herders’ knowledge on mineral nutrition and implication on sheep and goat productivity in Marsabit South District, Kenya. Livest. Res. Rural. Dev. 24. Accessed Jul. 15, 2013. http://www.lrrd.org/lrrd24/4/leng24057.htm
Leach, K. A., U. Knierim, and H. R. Whay. 2009b. Cleanliness scoring for dairy and beef cattle and veal cattle. Pages 25–30 in Welfare Quality® Report No. 11—Assessment of Animal Welfare Measures for Dairy Cattle, Beef Bulls and Veal Calves. B. Forkman and L. Keeling, ed. Cardiff University, Cardiff, UK.
Absence of Prolonged Thirst
Good Housing Principle
Animal-based welfare indicator | Age class | Sex | Housing system | Sample size | Validity 4 Validity, intraobserver and interobserver reliability, on-farm feasibility: Y=tested and valid or reliable or feasible; N=tested but not valid or not reliable or not feasible; —=not tested; O=validity assessed in other species; S=short-term reliability; M=mid-term reliability; L=long-term reliability. | Intra-observer reliability 4 Validity, intraobserver and interobserver reliability, on-farm feasibility: Y=tested and valid or reliable or feasible; N=tested but not valid or not reliable or not feasible; —=not tested; O=validity assessed in other species; S=short-term reliability; M=mid-term reliability; L=long-term reliability. | Inter-observer reliability 4 Validity, intraobserver and interobserver reliability, on-farm feasibility: Y=tested and valid or reliable or feasible; N=tested but not valid or not reliable or not feasible; —=not tested; O=validity assessed in other species; S=short-term reliability; M=mid-term reliability; L=long-term reliability. | On-farm feasibility 4 Validity, intraobserver and interobserver reliability, on-farm feasibility: Y=tested and valid or reliable or feasible; N=tested but not valid or not reliable or not feasible; —=not tested; O=validity assessed in other species; S=short-term reliability; M=mid-term reliability; L=long-term reliability. | Reference |
---|---|---|---|---|---|---|---|---|---|
Comfort around resting | |||||||||
Resting (in contact with wall) | A | F | E | 24 | Y | S | — | Y | Andersen and Bøe, 2007 |
A | F | E | 24 | Y | S | — | Y | Ehrlenbruch et al., 2010a | |
A | F | C | 40 | N | M | — | Y | Loretz et al., 2004 | |
Resting (in contact with other goats) | A | F | E | 24 | N | S | — | N | Andersen and Bøe, 2007 |
A | F | C | 40 | N | M | — | N | Loretz et al., 2004 | |
A | F | E | 24 | N | S | — | N | Ehrlenbruch et al., 2010a | |
Resting (synchronously) | A | F | E | 24 | N | S | — | N | Andersen and Bøe, 2007 |
Resting (duration) | A/J | F | E | 70 | N | L | — | N | Aschwanden et al., 2009a |
A | F | C | 40 | Y | M | — | N | Loretz et al., 2004 | |
Resting (in the activity area) | A | F | E | 24 | N | S | — | N | Andersen and Bøe, 2007 |
Cleanliness | A | F | C | 1,520 | O | — | — | Y | Anzuino et al., 2010 |
Average distance (between lying animals) | A | F | C | 40 | N | M | — | N | Loretz et al., 2004 |
Nosing on/exploring another goat (duration) | A | F | E | 24 | N | S | — | N | Andersen and Bøe, 2007 |
Agonistic interactions (with physical contact) | A | F | E | 24 | N | S | — | N | Andersen and Bøe, 2007 |
A | F | E | 24 | N | S | — | N | Ehrlenbruch et al., 2010a | |
Agonistic interactions (without physical contact) | A | F | E | 24 | N | S | — | N | Andersen and Bøe, 2007 |
A | F | E | 24 | N | S | — | N | Ehrlenbruch et al., 2010a | |
Displacements | A | F | E | 24 | Y | S | — | N | Andersen and Bøe, 2007 |
A | F | C | 40 | N | M | — | N | Loretz et al., 2004 | |
A | F | E | 24 | N | S | — | N | Ehrlenbruch et al., 2010a | |
Time budget | A | F | E | 24 | N | S | — | N | Andersen and Bøe, 2007 |
Thermal comfort | |||||||||
Panting score | A | F | E | 30 | Y | S | — | Y | Darcan et al., 2007 |
A | F | C | 1,207 | Y | — | — | Y | Fioni, 2014 | |
Shivering score | A | F | C | 1,207 | Y | — | — | Y | Fioni, 2014 |
Huddling | A | F | E | 20 | N | — | — | N | Bøe and Ehrlenbruch, 2013 |
Lying (duration) | A | F | E | 9 | Y | L | — | N | Bøe et al., 2007 |
Standing (duration) | A | F | E | 9 | N | L | — | N | Bøe et al., 2007 |
Moving (duration) | A | F | E | 9 | Y | L | — | N | Bøe et al., 2007 |
Feeding (duration) | A | F | E | 9 | Y | L | — | N | Bøe et al., 2007 |
A | F/M | E | 14 | Y | S/L | — | N | Ogebe et al., 1996 | |
A | F | E | 30 | Y | S | — | N | Darcan et al., 2007 | |
Ruminating (duration) | A | F | E | 30 | Y | S | — | N | Darcan et al., 2007 |
Drinking (duration) | A | F | E | 30 | Y | S | — | N | Darcan et al., 2007 |
A | F/M | E | 14 | N | S/L | — | N | Ogebe et al., 1996 | |
Walking (duration) | A | F | E | 30 | Y | S | — | N | Darcan et al., 2007 |
Resting (duration) | A | F | E | 30 | Y | S | — | N | Darcan et al., 2007 |
Drinking (frequency) | A | F/M | E | 14 | N | S/L | — | N | Ogebe et al., 1996 |
Rumination rate | A | F/M | E | 14 | Y | S/L | — | N | Ogebe et al., 1996 |
Ease of movement | |||||||||
Kneeling | A | F | C | 116 pens | Y | — | — | Y | Anzuino et al., 2010 |
Standing up score | A | F | E | 35 | Y | — | — | Y | Mazurek et al., 2007 |
Leaving the feed barrier (duration) | A | F | E | 55 | Y | M | — | N | Nordmann et al., 2011 |
Comfort Around Resting
Thermal Comfort
Ease of Movement
Good Health Principle
Animal-based welfare indicator | Age class | Sex | Housing system | Sample size | Validity 4 Validity, intraobserver and interobserver reliability, on-farm feasibility: Y=tested and valid or reliable or feasible; N=tested but not valid or not reliable or not feasible; —=not tested; O=validity assessed in other species; S=short-term reliability; M=mid-term reliability; L=long-term reliability. | Intra-observer reliability 4 Validity, intraobserver and interobserver reliability, on-farm feasibility: Y=tested and valid or reliable or feasible; N=tested but not valid or not reliable or not feasible; —=not tested; O=validity assessed in other species; S=short-term reliability; M=mid-term reliability; L=long-term reliability. | Inter-observer reliability 4 Validity, intraobserver and interobserver reliability, on-farm feasibility: Y=tested and valid or reliable or feasible; N=tested but not valid or not reliable or not feasible; —=not tested; O=validity assessed in other species; S=short-term reliability; M=mid-term reliability; L=long-term reliability. | On-farm feasibility 4 Validity, intraobserver and interobserver reliability, on-farm feasibility: Y=tested and valid or reliable or feasible; N=tested but not valid or not reliable or not feasible; —=not tested; O=validity assessed in other species; S=short-term reliability; M=mid-term reliability; L=long-term reliability. | Reference |
---|---|---|---|---|---|---|---|---|---|
Absence of injuries | |||||||||
Lameness | A | F | E | 170 | Y | S | — | Y | Christodoulopoulos, 2009 |
K/J/A | F/M | C | 100/76/308 | O | — | — | Y | Eze, 2002 | |
A | F | C | 1,520 | O | — | — | Y | Anzuino et al., 2010 | |
A | F | E | 40 | O | — | — | Y | Mazurek et al., 2007 | |
Claw overgrowth | A | F | C | 1,520 | O | — | — | Y | Anzuino et al., 2010 |
Lesions and swellings | A | F | C | 1,520 | O | — | — | Y | Anzuino et al., 2010 |
Teats and udder abnormalities | A | F | C | 1,520 | O | — | — | Y | Anzuino et al., 2010 |
Teats and udder conformation trait | A | F | C | 1,520 | O | — | — | Y | Anzuino et al., 2010 |
Standing up score | A | F | E | 35 | Y | — | — | Y | Mazurek et al., 2007 |
Absence of disease | |||||||||
Body condition score | J | M | E | 60 | Y | L | — | Y | McGregor and Butler, 2008 |
A | F | C | 1,520 | O | — | — | Y | Anzuino et al., 2010 | |
A | F | E | 60 | Y | S | — | Y | Laporte-Broux et al., 2011 | |
A | F | C | 149 | Y | — | — | Y | Santucci et al., 1991 | |
Presence of abscesses | A | F | C | 16 | — | — | — | Y | Mantova, 2012 |
Hair coat condition | A | F | E | 48 | Y | — | — | Y | Battini et al., 2013 |
Discharges (nasal, ocular, vulvar) | A | F | C | 1,520 | — | — | — | Y | Anzuino et al., 2010 |
Cleanliness | A | F | C | 1,520 | O | — | — | Y | Anzuino et al., 2010 |
Obviously sick/dull goats | A | F | C | 116 pens | — | — | — | N | Anzuino et al., 2010 |
Pruritus | A | F | C | 116 pens | — | — | — | N | Anzuino et al., 2010 |
Coughing | A | F | C | 116 pens | — | — | — | N | Anzuino et al., 2010 |
Dyspnea | A | F | C | 116 pens | — | — | — | N | Anzuino et al., 2010 |
Hesitate/refuse movement | A | F | E | 108 | Y | — | — | N | Mazurek et al., 2005 Mazurek, M., M. Marie, and D. Desor. 2005. Animal-centred indicators of dairy goat welfare. ISAH 2005, 1. Warsaw, Poland. Accessed Jul. 15, 2013. http://www.isah-soc.org/documents/2005/sections/28_vol_1.pdf |
A | F | E | 108 | Y | — | — | N | Mazurek et al., 2007 | |
Time budget | A | F | E | 28 | N | S | — | N | Laporte-Broux et al., 2011 |
Agonistic interactions (with physical contact) | A | F | E | 60 | N | S | — | N | Laporte-Broux et al., 2011 |
Agonistic interactions (without physical contact) | A | F | E | 60 | N | S | — | N | Laporte-Broux et al., 2011 |
Positive interactions | A | F | E | 60 | Y | S | — | N | Laporte-Broux et al., 2011 |
Absence of pain induced by management procedures | |||||||||
Ear tear | A | F | C | 1,338 | — | — | — | Y | Anzuino et al., 2010 |
Absence of Injuries
Absence of Disease
- Smith M.C.
- Sherman D.M.