Table 2 Standardised factor loadings, Cronbach’s alpha, and Mean (SD) response of questionnaire variables which were scored on a 7-point Likert-type scale (1 = ‘strongly disagree”, 7 = “strongly agree”) for each sub-group (QR code one and QR code two).
Variables Items | Alpha | Factor loadings | Mean (SD) response | |
|---|---|---|---|---|
QR code 1 | QR code 2 | |||
n = 495 | n = 505 | |||
Attitude | 0.93 | 4.79 (1.06) | 4.77 (0.99) | |
Buying QR code labelled pork instead of traditional pork now available in supermarkets would make me feel: | ||||
Scale: very bad – very good | 0.91 | 4.75 (1.12) | 4.78 (1.04) | |
Scale: very displeased – very pleased | 0.87 | 4.72 (1.17) | 4.68 (1.08) | |
I think that buying QR code labelled pork instead of traditional pork is: | ||||
Scale: very foolish – very wise | 0.86 | 4.86 (1.21) | 4.83 (1.19) | |
Scale: very harmful – very beneficial | 0.85 | 4.82 (1.19) | 4.77 (1.09) | |
PBC | 0.93 | 4.76 (1.21) | 4.82 (1.18) | |
Regarding the additional information about antibiotic use of QR code labelled pork (obtained via the code): | ||||
it will be easy to find the antibiotic information | 0.81 | 4.72 (1.50) | 4.76 (1.47) | |
I am confident that I’ll find the antibiotic information | 0.84 | 4.70 (1.49) | 4.72 (1.48) | |
I will be able to find the antibiotic information without help from others | 0.84 | 4.80 (1.61) | 4.84 (1.56) | |
it will be easy to understand the antibiotic information (the type of drug and amount in ml) | 0.92 | 4.62 (1.47) | 4.74 (1.45) | |
I am confident that I’ll understand the antibiotic information (the type of drug and amount in ml) | 0.90 | 4.64 (1.52) | 4.75 (1.51) | |
I will be able to understand the antibiotic information without help from others | 0.89 | 4.67 (1.52) | 4.77 (1.50) | |
I would prefer to see a rating system or colour coding to indicate if antibiotic use is high rather than a figure in ml (e.g., similar to the traffic light rating system) | 0.34 | 5.26 (1.41) | 5.18 (1.33) | |
even if I don’t understand the information, I can use this label as a form of assurance that antibiotics have been used responsibly (withdrawn & safe) | 0.64 | 4.67 (1.42) | 4.81 (1.31) | |
Trust | 0.94 | 4.90 (1.22) | 4.91 (1.28) | |
I trust: | ||||
that QR code labelled pork can provide accurate and reliable information surrounding antibiotic use during production | 0.92 | 4.92 (1.31) | 4.89 (1.38) | |
that the information about adherence to the withdrawal period is reliable on QR code labelled pork | 0.91 | 4.85 (1.27) | 4.87 (1.33) | |
that QR code labelled pork will provide an assurance that antibiotics have been used on the animal responsibly | 0.90 | 4.93 (1.33) | 4.98 (1.35) | |
Perceptions of QR code | 0.92 | 4.42 (1.31) | 4.55 (1.31) | |
Based on the idea of QR code labelled pork becoming available: | ||||
I believe this QR code would be useful | 0.84 | 4.57 (1.73) | 4.76 (1.73) | |
I would like to see this QR code on pork products | 0.86 | 4.52 (1.72) | 4.64 (1.73) | |
Seeing this QR code on foods will assure me that antibiotics have been used on the animal responsibly | 0.85 | 4.46 (1.63) | 4.60 (1.64) | |
I would eat meat from animals which had antibiotics knowing that the animal hasn’t suffered | 0.56 | 4.63 (1.44) | 4.72 (1.43) | |
Buying products with this QR code will reduce my risk of consuming antibiotics | 0.81 | 4.35 (1.55) | 4.46 (1.50) | |
Buying products with this QR code will reduce my chances of getting AMR | 0.80 | 4.24 (1.54) | 4.32 (1.53) | |
Buying products with this QR code will help me not worry as much about AMR | 0.81 | 4.18 (1.56) | 4.32 (1.50) | |
Beliefs (quality) | 0.88 | 4.19 (1.16) | 4.21 (1.20) | |
QR code labelled pork will likely be tastier | 0.83 | 4.13 (1.34) | 4.17 (1.38) | |
QR code labelled pork will likely be easier to find | 0.61 | 3.87 (1.37) | 3.84 (1.33) | |
QR code labelled pork will likely be of more satisfying quality | 0.88 | 4.26 (1.33) | 4.29 (1.42) | |
QR code labelled pork will likely be safer to eat | 0.88 | 4.50 (1.40) | 4.48 (1.41) | |
Beliefs (animal welfare) | 0.83 | 4.51 (1.32) | 4.55 (1.31) | |
QR code labelled pork will likely be healthier | 0.79 | 4.19 (1.44) | 4.26 (1.52) | |
QR code labelled pork will likely have higher animal welfare standards | 0.82 | 4.66 (1.38) | 4.65 (1.36) | |
QR code labelled pork will likely be free from antibiotics | 0.72 | 4.35 (1.52) | 4.44 (1.47) | |
Beliefs (expense) | - | 5.00 (1.31) | 5.06 (1.31) | |
QR code labelled pork will likely be more expensive | 0.41 | |||
Intention | 0.95 | 4.20 (1.46) | 4.29 (1.51) | |
If pork products with this QR code become available: | ||||
I intend to buy them | 0.91 | 4.23 (1.48) | 4.34 (1.55) | |
I will look for them | 0.93 | 4.25 (1.59) | 4.36 (1.65) | |
It will be important for me to buy them | 0.92 | 3.98 (1.56) | 4.13 (1.62) | |
I will buy them to find out more about animal welfare standards | 0.88 | 4.34 (1.61) | 4.32 (1.65) | |
Generalised trust | 0.93 | 4.57 (1.15) | 4.59 (1.19) | |
Most people: | ||||
are basically honest | 0.92 | 4.51 (1.32) | 4.51 (1.38) | |
are trustworthy | 0.94 | 4.51 (1.27) | 4.51 (1.35) | |
are basically good and kind | 0.86 | 4.70 (1.22) | 4.77 (1.24) | |
are trustful of others | 0.78 | 4.58 (1.22) | 4.56 (1.26) | |
Purchasing habits (extrinsic qualities) | 0.75 | 5.60 (0.93) | 5.52 (1.01) | |
Please rate the following based on their level of importance when purchasing pork: | ||||
Price | 0.52 | 4.97 (1.45) | 4.86 (1.49) | |
Quality (for example, taste/flavour/freshness) | 0.73 | 6.08 (1.27) | 5.95 (1.41) | |
Quantity (for example, size) | 0.67 | 5.50 (1.09) | 5.49 (1.19) | |
Appearance (for example, colour/texture) | 0.71 | 5.81 (1.14) | 5.77 (1.17) | |
Purchasing habits (animal welfare qualities) | 0.88 | 5.00 (1.17) | 5.02 (1.09) | |
Origin (for example, local, British, EU) | 0.51 | 5.28 (1.46) | 5.23 (1.45) | |
Antibiotics used | 0.66 | 5.03 (1.60) | 5.07 (1.52) | |
Organic (or other assurance certificate) | 0.69 | 4.41 (1.68) | 4.49 (1.65) | |
Animal welfare practices | 0.90 | 5.32 (1.46) | 5.33 (1.40) | |
Healthiness/nutritional content | 0.49 | 5.26 (1.36) | 5.33 (1.25) | |
Environmental friendliness | 0.87 | 5.04 (1.43) | 5.06 (1.41) | |
The type of packaging | 0.54 | 4.52 (1.52) | 4.61 (1.48) | |
Purchasing habits (marketing qualities) | 0.58* | 4.80 (1.24) | 4.75 (1.25) | |
Place of purchase | 0.51 | 5.08 (1.30) | 4.96 (1.36) | |
The brand | 0.91 | 4.51 (1.49) | 4.53 (1.46) | |
Perception of AMU (personal concern) | 0.65 | 5.04 (1.19) | 5.05 (1.20) | |
When considering antibiotic use: | ||||
I am concerned that AMR will affect me one day | 0.71 | 4.57 (1.71) | 4.45 (1.74) | |
too many antibiotics from the doctor can cause AMR | 0.67 | 5.53 (1.48) | 5.59 (1.39) | |
if I have AMR, I will not be able to treat illness | 0.50 | 5.02 (1.49) | 5.12 (1.49) | |
Perception of AMU (animal welfare standards) | 0.75* | 5.71 (1.25) | 5.67 (1.21) | |
it is important to me that animal welfare standards are adhered to when purchasing meat | 0.85 | 5.65 (1.35) | 5.59 (1.30) | |
it is important to me that the pork I buy has been produced in a way that the animal has experienced as little pain as possible | 0.88 | 5.76 (1.32) | 5.75 (1.30) | |
Perception of AMU (animal usage acceptance) | 0.71 | 4.20 (1.19) | 4.30 (1.06) | |
I would be willing to consume meat from animals treated with antibiotics | 0.68 | 4.31 (1.43) | 4.30 (1.38) | |
overall, the use of animal antibiotics delivers more benefits than harm | 0.70 | 4.09 (1.42) | 4.25 (1.24) | |
the use of antibiotics in livestock cannot be seriously harmful, otherwise usage would be banned | 0.64 | 4.19 (1.55) | 4.36 (1.42) | |
Perception of AMU (animal concern) | 0.55 | 4.08 (1.11) | 4.17 (1.07) | |
using antibiotics in livestock makes them less effective in humans | 0.50 | 4.61 (1.52) | 4.59 (1.41) | |
antibiotics should never be used in livestock production, even in medical need, since it is critical to maintain useful antibiotics for public health use | 0.61 | 4.26 (1.52) | 4.37 (1.45) | |
I consider domestic pets to be a potential source of transfer of AMR | 0.55 | 3.35 (1.54) | 3.55 (1.57) | |