Value of Data: Data-Driven Decisions, Reporting, and Monetization. IT-FUNDAMENTALS-ITF-CERTIFICATION Practice Questions (Page 3)

Questions 11–15

1. 11foundation · easy

   Which of the following is the primary purpose of a business report?

   • ATo present data in a way that supports analysis and decision-making
   • BTo collect data from customers
   • CTo automatically make business decisions without human input
   • DTo store raw data for future use
   Reveal Solution Discussion Select an answer first
2. 12application · medium

   A hospital wants to reduce patient wait times. The IT team has access to appointment records, check-in times, and treatment durations. Which reporting approach would best help the hospital identify the bottleneck?

   • AA single number showing the total number of patients seen last month.
   • BA dashboard showing average wait time by department and time of day.
   • CA summary of the hospital's annual budget.
   • DA list of all patient names and their appointment dates.
   Reveal Solution Discussion Select an answer first
4. 13expert · medium

   A hospital has two data sources: patient satisfaction surveys and readmission rates. The surveys show high satisfaction, but readmission rates are also high. The administration must decide on a quality improvement initiative. What should they do first?

   • AIgnore both data sources and rely on the experience of senior doctors.
   • BImplement a new patient education program immediately.
   • CInvestigate the relationship between satisfaction and readmission rates to identify underlying issues.
   • DAssume the surveys are wrong and focus only on readmission rates.
   Reveal Solution Discussion Select an answer first
5. 14application · medium

   A fitness app company collects anonymized workout data from users. They want to generate additional revenue from this data without violating user privacy. Which approach is a legitimate form of data monetization?

   • ASelling individual users' names and email addresses to advertisers.
   • BSelling aggregated, anonymized trend reports to health researchers.
   • CPublishing raw workout data publicly on the company website.
   • DDeleting all user data to avoid any liability.
   Reveal Solution Discussion Select an answer first
6. 15expert · medium

   A company has two reports: one shows sales by region, and another shows customer satisfaction by region. The sales report shows the highest sales in Region A, but the satisfaction report shows the lowest satisfaction in Region A. The company wants to improve long-term profitability. What should they do?

   • AIncrease marketing spend in Region A to boost sales further.
   • BReduce operations in Region A because satisfaction is low.
   • CInvestigate why satisfaction is low in Region A despite high sales.
   • DFocus only on the sales report because it directly measures revenue.
   Reveal Solution Discussion Select an answer first