HIMA410 Informatics and Analytics | HIMA 410/ HIMA410 Final Exam, Attempt Score 97.5%- Fall 2025/2026 American Military University.

HIMA410 Final Exam Questions & Answers/feedbacks Fall 2025 Overall Grade (Highest Attempt) 100 - 97.5 % Question 1 The type of statistics that describes the characteristics of a group or population is called . Question options: Inferential statistics Generalized statistics Mathematical statistics Question 2 Which of the following are unprocessed facts and figures? Question options: Numbers Statistics Knowledge Question 3 Health statistics provide information about the health of which of the following? Question options: Terminally ill patients Healthcare employees Family practice physicians Question 4 Which of the following is considered a source of primary data? Question options: The master patient index The card catalog The Department of Health and Human Services Question 5 A small hospital has 130 full-time employees. Twenty percent are out with the Flu. How many employees are sick and how many are healthy? # sick/ # healthy Question 6 What are statistics that refer to life events, such as births, marriages, deaths, and divorces called? Question options: Health statistics Human statistics Popular statistics Question 7 is a tool used primarily used to provide a visual representation of performance results of a project. Question options: ROI Investment None of the above Question 8 Which of the following is not a statistical software or package used for analytics? Question options: SPSS SAS None of the above Question 9 describes the collection of large amounts of data, usually for the purpose of making business decisions. Question options: SPSS Analytics SAS Question 10 combines the use of electronics and information technology as a way to deliver patient care. Question options: Healthcare statistics Vital statistics None of the above Question 11 is the manipulation or use of data with the purpose of using it for decision-making. Question options: Health informatics Vital statistics Question 12 is the use of EHRs in a meaningful manner. Question options: Interoperability Integration Question 13 Infant deaths is an example of: Question options: Health informatics Healthcare statistics Question 14 is the process of systems being connected or interconnected. Question options: Interoperability Meaningful use None of the above Question 15 is the ability for systems to communicate with each other but also to exchange electronic data. Question options: Meaningful use Integration None of the above Question 16 Descriptive Analytics Question options: Helps to provide an understanding of what should be done to maximize favorable outcomes Gathering of information from the data; analysis of the data. It provides an understanding of the problem. Give insight into what will happen based on history of the data. Question 17 Diagnostic Analytics Question options: Information gathered from web-based servers. Often used to verify information. Example: Query to review if medication errors were above or below 20% Helps to provide an understanding of what should be done to maximize favorable outcomes Give insight into what will happen based on history of the data. Question 18 Predictive Analytics Question options: Gathering of information from the data; analysis of the data. It provides an understanding of the problem. Helps to provide an understanding of what should be done to maximize favorable outcomes Information gathered from web-based servers. Often used to verify information. Example: Query to review if medication errors were above or below 20% Question 19 Prescriptive Analytics Question options: Information gathered from web-based servers. Often used to verify information. Example: Query to review if medication errors were above or below 20% Give insight into what will happen based on history of the data. Gathering of information from the data; analysis of the data. It provides an understanding of the problem. Question 20 Data architecture focuses all of the following, EXCEPT: Question options: Data storage Database design Data structures Question 21 is a technology that combines data from one or more sources so it can be compared for making business decisions Question options: Data architect Data management Data architecture Question 22 is how the system is built, relates more to how data is stored within the system. Question options: Data warehousing, data architecture Data warehousing, data relationships Data architecture, data relationships Question 23 help design, manage and improve database activities. Question options: Data warehouse Data management Data architecture Fill in the blank. Calculate the mean for the following inpatient's length of stay. Round to one decimal place. LOS: 4, 5, 3, 1, 2, 5, 5, 6, 1, 2, 18, 3 Fill in the blank. Calculate the median for the following inpatient's length of stay. Round to one decimal place. LOS: 4, 5, 3, 1, 2, 5, 5, 6, 1, 2, 18, 3 Fill in the blank. Calculate the mode for the following inpatient's length of stay. LOS: 4, 5, 3, 1, 2, 5, 5, 6, 1, 2, 18, 3 A physician send electronic care summaries to a referring physician to include medications and lab results. This is an example of: Question options: Query-based exchange Consumer mediated exchange All of the above Question 28 Electronic signatures serve as a legally binding stamp of approval for patient records. Question options: False Question 29 Electronic signatures serve to identify, validate and confirm health record content. Question options: False Question 30 Which of the following best describes a picture of data sources? Question options: Data integration Data standard None of the above Question 31 Fill in the blank. One instance of entity (A) being associated with one other instance of another entity (B) = Fill in the blank. One instance of entity (A) being associated with many other instances of entity B. = Fill in the blank. One instance of entity (A) being associated with many instances of another entity (B), and one instance of entity B being associated with many instances of entity A. = is the hardware and software which the user interacts with in any technology. Question options: Data modeling EHR applications All of the above HIE helps to improve all of the following, EXCEPT: Question options: Reduce medical and medication errors Improve treatment plans Reduce readmissions Question 36 is the process of identifying and correcting inaccurate data. Question options: Data integration Data model None of the above Question 37 A research lab is using an analytics program to analyze specific gene measurements of a tumor to determine if the tumor is benign or malignant. This is an example of . Question options: Descriptive analytics Prescriptive analytics Inferential statistics Question 38 The lab is also working to improve the accuracy of the chemotherapy used and help physicians choose the correct drug for an individual patient. This is an example of . Question options: Predictive analytics Descriptive analytics Inferential statistics Question 39 The process of extracting and analyzing large volumes of data from a database for the purpose of identifying new information is called . Question options: Data searching Big data Data warehouse Question 40 focuses on the maintenance of computer processes that store and organize information for organizations. A data architecture is the way a system is designed to set data standards for all data systems that it is related to. A data architecture describes the data structures, which subsequently define how data is entered. Question options: Data storage Data quality Data structures