Methods and systems for compliance confirmation and incentives
Example methods, apparatus, and articles of manufacture for monitoring use by a user of a portable research device in accordance with at least one predetermined use criterion are disclosed. The disclosed examples include passively gathering data for assessing an identity of a user of the portable research device, processing the passively gathered data to produce assessment data indicating a possibility that the user is not a predetermined correct user of the portable research device, based on the assessment data, displaying a message to the user requesting a response from which the user's identity may be determined, and processing a response to the message to produce data indicating whether the user is the predetermined correct user.
1. A method for monitoring use by a user of a portable research device in accordance with at least one predetermined use criterion comprising:
passively gathering gait data for assessing an identity of the user of the portable research device, the portable research device including an accelerometer, the passively gathered gait data obtained from the accelerometer;
determining, via a processer communicatively coupled to the portable research device, gait assessment data based on the passively gathered gait data, the gait assessment data indicating a possibility that the user is not a predetermined user of the portable research device, the processor remote from the portable research device;
based on the gait assessment data, displaying a first message to the user requesting a response from which the user's identity is determined; and
determining, via the processor, whether the user is the predetermined user based on a response to the first message.
2. The method of claim 1 , further including employing pattern recognition techniques to assess when the portable research device is not in the possession of the predetermined user.
3. The method of claim 1 , further including controlling a speaker or an earphone of the portable research device to present the first message to the user requesting a response from which the user's identity as the predetermined user or as a different person may be determined.
4. The method of claim 1 , further including sending a second message via communications to a monitoring system indicating that the first message should be presented to the user.
5. The method of claim 1 , further including determining whether use of the portable research device complies with at least one predetermined use criterion and/or a level of compliance therewith based on monitoring data and the response to the first message.
6. The method of claim 5 , further including producing the monitoring data by monitoring at least one of the user's heart activity, the user's breathing activity, the user's borborygmus (gastrointestinal noise), the user's vascular pattern, the user's facial and/or ear patterns, the user's fingerprint and/or handprint, and the user's retinal and/or iris pattern.
7. The method of claim 6 , further including determining at least one of a first level, a second level, or a third level of the user's compliance with use of the portable research device based on i) the monitored data and ii) the user's compliance with the predetermined use criterion.
8. The method of claim 7 , further including obtaining research data indicative of exposure of the portable research device to media based on determining that the user's compliance is associated with the first level.
9. A system for monitoring use by a user of a portable research device in accordance with at least one predetermined use criterion comprising:
a memory; and
instructions;
a processor to be programmed by the instructions to:
passively gather gait data for assessing an identity of the user of the portable research device, the portable research device including an accelerometer, the passively gathered data received from the accelerometer;
determine, via the processor, gait assessment data based on the passively gathered gait data, the gait assessment data indicating a possibility that the user is not a predetermined user of the portable research device, the processor communicatively coupled to the portable research device, the processor remote from the portable research device;
based on the gait assessment data, display a first message to the user requesting a response from which the user's identity is determined; and
determine whether the user is the predetermined user based on a response to the first message.
10. The system of claim 9 , wherein the processor is to employ pattern recognition techniques to assess when the portable research device is not in the possession of the predetermined user.
11. The system of claim 9 , wherein the processor is to control a speaker or an earphone of the portable research device to present the first message to the user requesting a response from which the user's identity as the predetermined user or as a different person may be determined.
12. The system of claim 9 , wherein the processor is to send a second message via communications to a monitoring system indicating that the first message should be presented to the user.
13. The system of claim 9 , further including the processor to determine whether use of the portable research device complies with at least one predetermined use criterion and/or a level of compliance therewith based on monitoring data and the response to the first message.
14. The system of claim 13 , further including the processor to:
produce the monitoring data by monitoring at least one of the user's heart activity, the user's breathing activity, the user's borborygmus (gastrointestinal noise), the user's vascular pattern, the user's facial and/or ear patterns, the user's fingerprint and/or handprint, and the user's retinal and/or iris pattern;
determine at least one of a first level, a second level, or a third level of the user's compliance with use of the portable research device based on i) the monitored data and ii) the user's compliance with the predetermined use criterion; and
obtain research data indicative of exposure of the portable research device to media based on determining that the user's compliance is associated with the first level.
15. A non-transitory machine readable storage device comprising instructions that, when executed, cause a machine to at least:
passively gather gait data for assessing an identity of a user of a portable research device the portable research device including an accelerometer, the passively gathered gait data received from the accelerometer;
determine, via a processor communicatively coupled to the portable research device, gait assessment data based on the passively gathered gait data, the gait assessment data indicating a possibility that the user is not a predetermined user of the portable research device, the processor remote from the portable research device;
based on the gait assessment data, display a first message to the user requesting a response from which the user's identity is determined; and
determine, via the processor, whether the user is the predetermined user based on a response to the first message.
16. The non-transitory machine readable storage device of claim 15 , wherein the instructions, when executed, further cause the machine to employ pattern recognition techniques to assess when the portable research device is not in the possession of the predetermined user.
17. The non-transitory machine readable storage device of claim 15 , wherein the instructions, when executed, further cause the machine to control a speaker or an earphone of the portable research device to present the first message to the user requesting a response from which the user's identity as the predetermined user or as a different person may be determined.
18. The non-transitory machine readable storage device of claim 15 , wherein the instructions, when executed, further cause the machine to send a second message via communications to a monitoring system indicating that the first message should be presented to the user.
19. The non-transitory machine readable storage device of claim 15 , wherein the instructions, when executed, further cause the machine to determine whether use of the portable research device complies with at least one predetermined use criterion and/or a level of compliance therewith based on monitoring data and the response to the message.
20. The non-transitory machine readable storage device of claim 19 , wherein the instructions, when executed, further cause the machine to:
produce the monitoring data by monitoring at least one of the user's heart activity, the user's breathing activity, the user's borborygmus (gastrointestinal noise), the user's vascular pattern, the user's facial and/or ear patterns, the user's fingerprint and/or handprint, and the user's retinal and/or iris pattern;
determine at least one of a first level, a second level, or a third level of the user's compliance with use of the portable research device based on i) the monitored data and ii) the user's compliance with the predetermined use criterion; and
obtain research data indicative of exposure of the portable research device to media based on determining that the user's compliance is associated with the first level.