System and method for determining and using knowledge about human health
A system and method for predicting a health outcome of a user based on a determination of knowledge the user possesses regarding issues of physiological or mental health.
1. A network computing system implementing a health service comprising:
a communication interface connecting the network computing system, over one or more wireless networks, with a health service application executing on computing devices of users of the health service;
a database storing a collection of health trivia questions pertaining to human health, wherein each respective health trivia question in the collection of health questions comprises (i) a correlative health value based on answers to the respective health question from individuals in a control group of which a health outcome is known, and (ii) a difficulty level, and wherein the collection of health trivia questions are configured to test general health knowledge of the users of the health service and not query user-specific health information of the users;
one or more processors; and
a memory storing instructions that, when executed by the one or more processors, cause the network computing system to:
detect, over the one or more wireless networks, initiation of a trivia session from a computing device of a user of the health service, the initiation of the trivia session corresponding to the health service application being executed on the computing device of the user;
in response to the initiation of the trivia session, obtain profile data of the user to select a plurality of health trivia questions from the collection of health trivia questions in the database, and sequentially provide, over the one or more wireless networks, the plurality health trivia questions for display on the computing device of the user via the executing health service application;
receive, sequentially over the one or more wireless networks, a corresponding response to each health trivia question of the plurality of health trivia questions from the health service application executing on the computing device of the user;
determine, for each answered health trivia question of the plurality of health trivia questions, the difficulty level for the answered health trivia question and a correctness of the corresponding response to the answered health trivia question, the correctness indicating whether the user responded to the answered health trivia question correctly or incorrectly;
based on the difficulty level of each answered health trivia question and the correctness of the corresponding response to each answered health trivia question, generate a health knowledge profile for the user, the health knowledge profile indicating a health knowledge level of the user as compared to other users of the health service;
based on (i) the health knowledge profile of the user and (ii) the correlative health value of each answered health trivia question of the plurality of health trivia questions, determine a predicted health outcome of the user, the predicted health outcome corresponding to at least one of a predicted health care cost, a predicted number of medical center visits, a predicted number of prescriptions, a predicted number of sick days, or a propensity for disease for the user over a given time frame;
based on the predicted health outcome of the user, determine a health service benefit for the user, the health service benefit corresponding to at least one of an insurance premium, an insurance deductible, a scope of insurance coverage, an insurance discount, or a health service plan; and
generate, over the one or more wireless networks, a service customer interface via the health service application executing on the computing device of the user, the service customer interface providing the user with the health service benefit determined based on the predicted health outcome of the user.
2. The network computing system of claim 1 , wherein the executed instructions cause the network computing system to provide a response score for each corresponding response to each answered health trivia question, the response score being displayed on the computing device of the user after each corresponding response.
3. The network computing system of claim 1 , wherein the executed instructions further cause the network computing system to:
provide, over the one or more wireless networks, a set of health recommendations for display on the computing device of the user.
4. The network computing system of claim 3 , wherein the set of health recommendations are included in a selectable health report feature displayed on the computing device of the user.
5. The network computing system of claim 3 , wherein the executed instructions cause the network computing system to provide the set of health recommendations based on the health knowledge level of the user being below a threshold.
6. The network computing system of claim 1 , wherein the executed instructions further cause the network computing system to:
determine, based on the health knowledge profile of the user, whether the health knowledge level of the user exceeds a threshold; and
when the health knowledge level of the user exceeds the threshold, generate, via a user interface element on the computing device of the user, a certification for the user, the certification enabling the user to receive the health service benefit.
7. The network computing system of claim 1 , wherein the predicted health outcome corresponds to mental health of the user.
8. The network computing system of claim 1 , wherein the predicted health outcome corresponds to physiological health of the user.
9. The network computing system of claim 1 , wherein the plurality of health trivia questions corresponds to a specified health topic, and wherein the predicted health outcome of the user also corresponds to the specified health topic.
10. The network computing system of claim 9 , wherein the specified health topic comprises one of nutrition, exercise, or a specified medical condition.
11. The network computing system of claim 1 , wherein the executed instructions cause the network computing system to determine that the user has a medical condition based on the corresponding responses to the plurality of health trivia questions.
12. A non-transitory computer-readable medium storing instructions that, when executed by one or more processors of a network computing system, cause the network computing system to:
communicate, over one or more wireless networks, with a health service application executing on computing devices of users of a health service;
detect, over one or more wireless networks, initiation of a trivia session from a computing device of a user of the health service, the initiation of the trivia session corresponding to the health service application being executed on the computing device of the user;
store, in a database, a collection of health trivia questions pertaining to human health, wherein each respective health trivia question in the collection of health questions comprises (i) a correlative health value based on answers to the respective health question from individuals in a control group of which a health outcome is known, and (ii) a difficulty level, and wherein the collection of health trivia questions are configured to test general health knowledge of the users of the health service and not query user-specific health information of the users;
in response to the initiation of the trivia session, obtain profile data of the user to select a plurality of health trivia questions from the collection of health trivia questions in the database, and sequentially provide, over the one or more wireless networks, the plurality health trivia questions for display on the computing device of the user via the executing health service application;
receive, sequentially over the one or more wireless networks, a corresponding response to each health trivia question of the plurality of trivia questions from the health service application executing on the computing device of the user;
determine, for each answered health trivia question of the plurality of trivia questions, the difficulty level for the answered health trivia question and a correctness of the corresponding response to the answered health trivia question, the correctness indicating whether the user has responded to the answered health trivia question correctly or incorrectly;
based on the difficulty level of each answered health trivia question and the correctness of the corresponding response to each answered health trivia question, generate a health knowledge profile for the user, the health knowledge profile indicating a health knowledge level of the user as compared to other users of the health service;
based on (i) the health knowledge profile of the user and (ii) the correlative health value of each answered health trivia question of the plurality of health trivia questions, determine a predicted health outcome of the user, the predicted health outcome corresponding to at least one of a predicted health care cost, a predicted number medical center visits, a predicted number of prescriptions, a predicted number of sick days, or a propensity for disease for the user over a given time frame;
based on the predicted health outcome of the user, determine a health service benefit for the user, the health service benefit corresponding to at least one of an insurance premium, an insurance deductible, a scope of insurance coverage, an insurance discount, or a health service plan; and
generate, over the one or more wireless networks, a service customer interface via the health service application executing on the computing device of the user, the service customer interface providing the user with the health service benefit determined based on the predicted health outcome of the user.
13. The non-transitory computer-readable medium of claim 12 , wherein the executed instructions cause the network computing system to provide a response score for each corresponding response to each answered health trivia question, the response score being displayed on the computing device of the user after each corresponding response.
14. The non-transitory computer-readable medium of claim 12 , wherein the executed instructions further cause the network computing system to:
provide, over the one or more wireless networks, a set of health recommendations for display on the computing device of the user.
15. The non-transitory computer-readable medium of claim 14 , wherein the set of health recommendations are included in a selectable health report feature displayed on the computing device of the user.
16. The non-transitory computer-readable medium of claim 14 , wherein the executed instructions cause the network computing system to provide the set of health recommendations based on the health knowledge level of the user being below a threshold.
17. The non-transitory computer-readable medium of claim 12 , wherein the executed instructions further cause the network computing system to:
determine, based on the health knowledge profile of the user, whether the health knowledge level of the user exceeds a threshold; and
when the health knowledge level of the user exceeds the threshold, generate, via a user interface element on the computing device of the user, a certification for the user, the certification enabling the user to receive the health service benefit.
18. The non-transitory computer-readable medium of claim 12 , wherein the predicted health outcome corresponds to mental health of the user.
19. The non-transitory computer-readable medium of claim 12 , wherein the predicted health outcome corresponds to physiological health of the user.
20. A computer-implemented method of implementing a health service, the method being performed by one or more processors and comprising:
communicating, over one or more wireless networks, with a health service application executing on computing devices of users of the health service;
storing, in a database, a collection of health trivia questions pertaining to human health, wherein each respective health trivia question in the collection of health questions comprises (i) a correlative health value based on answers to the respective health question from individuals in a control group of which a health outcome is known, and (ii) a difficulty level, and wherein the collection of health trivia questions are configured to test general health knowledge of the users of the health service and not query user-specific health information of the users;
detecting, over one or more wireless networks, initiation of a trivia session from a computing device of a user of the health service, the initiation of the trivia session corresponding to the health service application being executed on the computing device of the user;
in response to the initiation of the trivia session, obtaining profile data of the user to select a plurality of health trivia questions from the collection of health trivia questions in the database, and sequentially providing, over the one or more wireless networks, the plurality health trivia questions for display on the computing device of the user via the executing health service application;
receiving, sequentially over the one or more wireless networks, a corresponding response to each health trivia question of the plurality of health trivia questions from the health service application executing on the computing device of the user;
determining, for each answered health trivia question of the plurality of health trivia questions, the difficulty level for the answered health trivia question and a correctness of the corresponding response to the answered health trivia question, the correctness indicating whether the user responded to the answered health trivia question correctly or incorrectly;
based on the difficulty level of each answered health trivia question and the correctness of the corresponding response to each answered health trivia question, generating a health knowledge profile for the user, the health knowledge profile indicating a health knowledge level of the user as compared to other users of the health service;
based on (i) the health knowledge profile of the user and (ii) the correlative health value of each answered health trivia question of the plurality of health trivia questions, determining a predicted health outcome of the user, the predicted health outcome corresponding to at least one of a predicted health care cost, a predicted number medical center visits, a predicted number of prescriptions, a predicted number of sick days, or a propensity for disease for the user over a given time frame;
based on the predicted health outcome of the user, determining a health service benefit for the user, the health service benefit corresponding to at least one of an insurance premium, an insurance deductible, a scope of insurance coverage, an insurance discount, or a health service plan; and
generating, over the one or more wireless networks, a service customer interface via the health service application executing on the computing device of the user, the service customer interface providing the user with the health service benefit determined based on the predicted health outcome of the user.