Methods and apparatus to measure a cross device audience
Methods and apparatus are disclosed to measure a cross device audience by determining that a first panelist of a first panel is associated with a first device and a second non-paneled device, requesting participation of the first panelist in a second panel associated with the second non-paneled device, and when the first panelist is to participate in the second panel, associating, by executing an instruction with a processor, first panel data corresponding to usage of the first device in the first panel with second panel data corresponding to usage of the second non-paneled device in the second panel to generate a cross device panelist profile for the first panelist.
1. A method comprising:
determining, by executing an instruction with a processor, that a first panelist of a first panel is associated with a first type of device and a first non-paneled device, the first non-paneled device being a second type of device different than the first type of device;
requesting participation of the first panelist in a second panel associated with the first non-paneled device; and
when the first panelist is to participate in the second panel, associating, by executing an instruction with a processor, first panel data corresponding to usage of the first type of device by the first panelist with second panel data corresponding to usage of the second type of device by a second panelist in the second panel to generate a cross device panelist profile for the first panelist, the second panel data collected from the second panelist without monitoring the use of the first non-paneled device by the first panelist to reduce network bandwidth required to generate the cross device panelist profile for the first panelist.
2. The method as defined in claim 1 , further including, when the first panelist is not to participate in the second panel:
matching a third panelist of a third panel to the first panelist based on (1) the third panelist having demographics matching the first panelist and (2) the third panelist being associated with the second type of device; and
associating the first panel data with third panel data corresponding to usage of the second type of device in the third panel to generate the cross device panelist profile for the first panelist.
3. The method as defined in claim 2 , wherein the cross device panelist profile for the first panelist is a first cross device panelist profile, the third panelist being associated with a second cross device panelist profile.
4. The method as defined in claim 1 , further including, when the first panelist is not to participate in the second panel:
matching a third panelist of a third panel to the first panelist based on (1) the third panelist having demographics matching the first panelist, (2) the third panelist being associated with the first type of device, and (3) the third panelist being associated with the second type of device; and
associating the first panel data with third panel data corresponding to usage of the second type of device in the third panel to generate the cross device panelist profile for the first panelist.
5. The method as defined in claim 4 , wherein the first type of device associated with the third panelist corresponds to a second non-paneled device.
6. The method as defined in claim 4 , wherein the matching of the third panelist to the first panelist further includes, selecting the third panelist from a plurality of panelists associated with the third panel data by:
determining first index values for the first panel data corresponding to usage of the first type of device by the first panelist;
determining second index values for fourth panel data corresponding to usage of the second type of device by respective ones of the plurality of panelists; and
determining match factors for the respective ones of the plurality of panelists based on at least one of the first index values or the second index values.
7. The method as defined in claim 6 , wherein the match factors are calculated using distance measurements between respective ones of the first index values and the second index values.
8. An apparatus comprising:
a provisioner to determine that a first panelist of a first panel is associated with a first type of device and a first non-paneled device, the first non-paneled device being a second type of device different than the first type of device;
a registrar to request participation of the first panelist in a second panel associated with the first non-paneled device; and
a grafter to, when the first panelist is to participate in the second panel, associate first panel data corresponding to usage of the first type of device by the first panelist with second panel data corresponding to usage of the second type of device by a second panelist in the second panel to generate a cross device panelist profile for the first panelist, the second panel data collected from the second panelist without monitoring the use of the first non-paneled device by the first panelist to reduce network bandwidth required to generate the cross device panelist profile for the first panelist.
9. The apparatus as defined in claim 8 , further including a matcher to, when the first panelist is not to participate in the second panel, match a third panelist of a third panel to the first panelist based on (1) the third panelist having demographics matching the first panelist and (2) the third panelist being associated with the second type of device, the grafter to associate the first panel data with third panel data corresponding to usage of the second type of device in the third panel to generate the cross device panelist profile for the first panelist.
10. The method as defined in claim 9 , wherein the cross device panelist profile for the first panelist is a first cross device panelist profile, the third panelist being associated with a second cross device panelist profile.
11. The apparatus as defined in claim 8 , further including a matcher to, when the first panelist is not to participate in the second panel, match a third panelist of a third panel to the first panelist based on (1) the third panelist having demographics matching the first panelist, (2) the third panelist being associated with the first type of device, and (3) the third panelist being associated with the second type of device, the grafter to associate the first panel data with third panel data corresponding to usage of the second type of device in the third panel to generate the cross device panelist profile for the first panelist.
12. The apparatus as defined in claim 11 , wherein the first type of device associated with the third panelist corresponds to a second non-paneled device.
13. The apparatus as defined in claim 11 , wherein the matcher is to:
determine first index values for the first panel data corresponding to usage of the first type of device by the first panelist;
determine second index values for fourth panel data corresponding to usage of the second type of device by respective ones of a plurality of panelists; and
determine match factors for the respective ones of the plurality of panelists based on at least one of the first index values or the second index values; and
select the second panelist from the plurality of panelists associated with the third panel data based on the match factors.
14. The apparatus as defined in claim 13 , wherein the matcher is to calculate the match factors based on distance measurements between respective ones of the first index values and the second index values.
15. A tangible computer readable storage medium comprising instructions that, when executed, cause a machine to at least:
determine that a first panelist of a first panel is associated with a first type of device and a first non-paneled device, the first non-paneled device being a second type of device different than the first type of device;
request participation of the first panelist in a second panel associated with the first non-paneled device; and
when the first panelist is to participate in the second panel, associate first panel data corresponding to usage of the first type of device in the first panel with second panel data corresponding to usage of the second type of device by a second panelist in the second panel to generate a cross device panelist profile for the first panelist, the second panel data collected from the second panelist without monitoring the use of the first non-paneled device by the first panelist to reduce network bandwidth required to generate the cross device panelist profile for the first panelist.
16. The storage medium as defined in claim 15 , wherein when the first panelist is not to participate in the second panel, the instructions further cause the machine to match a third panelist of a third panel to the first panelist based on (1) the third panelist having demographics matching the first panelist and (2) the third panelist being associated with the second type of device, the grafter to associate the first panel data with third panel data corresponding to usage of the second type of device in the third panel to generate the cross device panelist profile for the first panelist.
17. The storage medium as defined in claim 16 , wherein the cross device panelist profile for the first panelist is a first cross device panelist profile, the third panelist being associated with a second cross device panelist profile.
18. The storage medium as defined in claim 15 , wherein when the first panelist is not to participate in the second panel, the instructions further cause the machine to match a third panelist of a third panel to the first panelist based on (1) the third panelist having demographics matching the first panelist, (2) the third panelist being associated with the first type of device, and (3) the third panelist being associated with the second type of device, the grafter to associate the first panel data with third panel data corresponding to usage of the second type of device in the third panel to generate the cross device panelist profile for the first panelist.
19. The storage medium as defined in claim 18 , wherein the first type of device associated with the third panelist corresponds to a second non-paneled device.
20. The storage medium as defined in claim 18 , wherein the instructions, when executed, further cause the machine to:
determine first index values for the first panel data corresponding to usage of the first type of device by the first panelist;
determine second index values for fourth panel data corresponding to usage of the second type of device by respective ones of a plurality of panelists; and
determine match factors for the respective ones of the plurality of panelists based on at least one of the first index values or the second index values; and
select the second panelist from the plurality of panelists associated with the third panel data based on the match factors.