Nursing practice questions with comprehensive rationales
NurseDive Free Nursing Practice Question
How can nurses contribute to machine learning through the assistance of obtaining knowledge and skills to better support patients?
A. By evaluating technology and filling data gaps
By evaluating technology and filling data gaps. – Nurses can contribute by identifying gaps in data that machine learning models need to improve accuracy, and by assessing technology to ensure it meets clinical needs and complements patient care.
B. By simply accessing and using information
By simply accessing and using information. – Access alone does not contribute significantly to machine learning; active data input and gap identification are more effective.
C. By studying statistics to understand the algorithms
By studying statistics to understand the algorithms. – Studying algorithms helps understand machine learning but does not directly contribute to its function or data generation.
D. By gathering patient data
By gathering patient data. – While gathering data is helpful, without evaluating technology and addressing data gaps, it doesn’t fully contribute to machine learning model improvement.
This question is an excerpt from Nurse Dive's nursing test bank - Wgu hesi Information Technology in Nursing Practice Proctored Exam. Take the full exam now
Full Explanation
A. By evaluating technology and filling data gaps. – Nurses can contribute by identifying gaps in data that machine learning models need to improve accuracy, and by assessing technology to ensure it meets clinical needs and complements patient care.
B. By simply accessing and using information. – Access alone does not contribute significantly to machine learning; active data input and gap identification are more effective.
C. By studying statistics to understand the algorithms. – Studying algorithms helps understand machine learning but does not directly contribute to its function or data generation.
D. By gathering patient data. – While gathering data is helpful, without evaluating technology and addressing data gaps, it doesn’t fully contribute to machine learning model improvement.
Similar Questions
A physician office would like to adopt a tool that would provide it the opportunity to collect images and monitor luminal fluid and the contents of each gut segment, including metabolites, electrolytes, hormones, enzymes, and microbial communities, via smartphones, which are easily observed online and reviewed by patients and physicians.
Which tool will allow the physician office these options?
A. A smartphone-connected rhythm monitoring device
A smartphone-connected rhythm monitoring device. – Rhythm monitoring devices focus on cardiac rhythms and do not collect comprehensive gut data.
B. A wearable sensor
A wearable sensor. – Wearable sensors typically monitor external metrics (like heart rate, steps) rather than internal metrics such as gut contents.
C. An ingestible sensor
An ingestible sensor. – Ingestible sensors are designed to collect data on internal conditions, such as gut contents, and can communicate this information to smartphones for both patient and physician access.
D. A lab-on-a-chip
A lab-on-a-chip. – Lab-on-a-chip technology typically involves small laboratory functions on a microchip but is not necessarily designed for continuous monitoring in the body.
E. A lab-on-a-chip
Full Explanation
A. A smartphone-connected rhythm monitoring device. – Rhythm monitoring devices focus on cardiac rhythms and do not collect comprehensive gut data.
B. A wearable sensor. – Wearable sensors typically monitor external metrics (like heart rate, steps) rather than internal metrics such as gut contents.
C. An ingestible sensor. – Ingestible sensors are designed to collect data on internal conditions, such as gut contents, and can communicate this information to smartphones for both patient and physician access.
D. A lab-on-a-chip. – Lab-on-a-chip technology typically involves small laboratory functions on a microchip but is not necessarily designed for continuous monitoring in the body.
The chief of staff at a facility wants the facility to adopt a tool that will allow its healthcare providers to transfer care summaries in an electronic manner that consist of medicating specialized healthcare provider when they select patients.
Which health information technology tool will allow the facility these options?
A. Consumer-mediated exchange
Consumer-mediated exchange. – This exchange allows patients to control their own data sharing, not typically used for provider-to-provider data transfer.
B. Clinical decision support
Clinical decision support. – Clinical decision support provides providers with tools for better decision-making based on patient data but does not manage care summaries or patient selection notifications.
C. Evidence-based practice (EBP)
Evidence-based practice (EBP). – EBP refers to integrating clinical expertise with the best available evidence but is not a system for transferring care summaries.
D. Directed exchange
Directed exchange. – Directed exchange enables secure, direct transmission of care summaries and other health information between providers, making it suitable for notifying specialists and coordinating patient care.
Full Explanation
A. Consumer-mediated exchange. – This exchange allows patients to control their own data sharing, not typically used for provider-to-provider data transfer.
B. Clinical decision support. – Clinical decision support provides providers with tools for better decision-making based on patient data but does not manage care summaries or patient selection notifications.
C. Evidence-based practice (EBP). – EBP refers to integrating clinical expertise with the best available evidence but is not a system for transferring care summaries.
D. Directed exchange. – Directed exchange enables secure, direct transmission of care summaries and other health information between providers, making it suitable for notifying specialists and coordinating patient care.
A medical facility wants its patients to be in control of their own health information by allowing them the option to identify and correct any mistakes they see in their own billing and health information Which health information technology tool will allow the facility to offer these options to its patients?
A. Query-based exchange
Query-based exchange. – Query-based exchange allows providers to search for and retrieve patient information but is typically provider-centered, not allowing patients direct control.
B. Clinical decision support
Clinical decision support. – Clinical decision support is a tool for improving provider decisions and does not give patients direct access to correct or control their records.
C. Consumer-mediated exchange
Consumer-mediated exchange. – Consumer-mediated exchange empowers patients to manage their own health information, including reviewing and correcting their billing and health records.
D. Evidence-based practice (EBP)
Evidence-based practice (EBP). – EBP is related to healthcare decision-making based on evidence but does not involve patient-controlled access to health records.
Full Explanation
A. Query-based exchange. – Query-based exchange allows providers to search for and retrieve patient information but is typically provider-centered, not allowing patients direct control.
B. Clinical decision support. – Clinical decision support is a tool for improving provider decisions and does not give patients direct access to correct or control their records.
C. Consumer-mediated exchange. – Consumer-mediated exchange empowers patients to manage their own health information, including reviewing and correcting their billing and health records.
D. Evidence-based practice (EBP). – EBP is related to healthcare decision-making based on evidence but does not involve patient-controlled access to health records.