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CPA Business Data Analytics – April 2024 Past Paper & Answers

Unit: Business Data Analytics

25 Questions

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Download CPA Business Data Analytics April 2024 past paper with detailed answers and marking scheme. This paper is based on KASNEB examination standards and is ideal for revision and exam preparation.

Access the full paper online, download the PDF, or study offline. Each question includes step-by-step solutions to help you understand key concepts in Business Data Analytics.

1
​ ​​Emma Atieno would like to determine the number of times revenues have exceeded Sh.12 million over the past 15 years. If the revenues are listed vertically in column A (From Cell A2 to Cell A16) of Excel, which of the following formulas will provide the correct output?

A. COUNTIF(A2:A11,“=12”)
B. COUNTIF(A2:A11,“>12”)
C. COUNTIF(A2:J11, “>12”)
D. COUNTIF(“>12”, A2:A11) 
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2
​ ​​A data analyst would like to determine the total revenue generated by a business in the first quarter of the year provided in Excel. Which of the following syntax in Excel will provide the correct output?

A. =SUM([sum_range] range, criteria)
B. = SUMIF(range, criteria, [sum_range])
C. =SUMIFS([sum_range] range, criteria)
D. = SUMIF(Criteria, range, [sum_range) 
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3
​​Which one of the following data analytical tools will require the LEAST programming activity by a data analyst?

A. Tableau
B. Python
C. R
D. Power BI 
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4
​​Which one of the following “Vs” of big data means the ability to generate more copies of data?

A. Value
B. Validity
C. Veracity
D. Vagueness
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5
​​The following statements are made by two data analysts regarding the “Vs” of big data:
Jane: “Visibility: Often the only way customers interact with models”
John: “Visualisation: Data science provides images into complex big data problems”

Which one of the following statements is TRUE?
A. Only Jane is correct
B. Only John is correct
C. Both Jane and John are correct
D. Both Jane and John are not correct 
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6
​​Which one of the following approaches to data collection is more EFFICIENT in data cleaning?

A. Online administered questionnaire
B. Email administered questionnaire
C. Physical administered questionnaire
D. Interview
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7
​​Which one of the following ethical issues in data analytics pertains to the potential misuse of personal data for profiling or targeting?

A. Data security
B. Data cleaning
C. Data privacy
D. Data aggregation 
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8
​​Which one of the following data visualisation charts presents comparison over many periods of time?

A. Scatter graph
B. Bubble chart
C. Circular area chart
D. Line chart 
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9
​​The following activities are involved in the data understanding stage in the cross-industry standard process for data mining,EXCEPT_______________________.

A. Checking for data completeness
B. Checking for errors in data
C. Checking for missing values in data
D. Identifying appropriate data modelling
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10
​​You are given the following statements about data mining:
1. Descriptive data mining is a type of analysis that extracts data that may help determine an outcome.
2. Prescriptive data mining is a type of analysis that informs users of data of a given outcome.

Which one of the following statements is CORRECT?

A. Only Statement 1 is correct
B. Only statement 2 is correct
C. Both statements are correct
D. Both statements are not correct
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11
​​The following statements are made about the qualities of good data visualisation:
1. The visualisation should accurately represent the data and its trends
2. The reader should know what action to take after viewing your visualisation
3. Your visualisation should be easy to understand
4. Your message should not take long to resonate

Which one of the following statements describes the quality of empowering?

A. Statement 1
B. Statement 2
C. Statement 3
D. Statement 4 
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12
​​A scatter graph will likely be classified as a type of _________________ data visualisation.

A. Distribution
B. Relationship
C. Comparison
D. Composition 
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13
​​Which one of the following statements is the CORRECT definition of “data transformation”?

A. The process that removes data that does not belong in a dataset
B. The process of checking the integrity, accuracy and structure of data
C. The process of converting data from one format or structure to another
D. The process of creating a visual representation of data elements
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14
​​The following are various approaches to data risk management: 
1. Data risk sharing 
2. Data risk avoidance 
3. Data risk transfer 
4. Data risk acceptance 
5. Data risk reduction 
 
Which one of the following answers provides the order of the MOST to the LEAST effective data risk management strategy? 

A. 1, 2, 3, 4, 5 
B. 4, 3, 1, 2, 5 
C. 2, 1, 3, 5 ,4 
D. 2, 3, 1, 5, 4
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15
​​The following are examples of data protection principles:
1. Only collect what is sufficient for your specified purpose
2. Process data bearing in mind the safety of individuals
3. Explain why you are collecting data

Which statement among the three is the principle of retention?

A. Statement 1
B. Statement 2
C. Statement 3
D. None of the statements 
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16
​​Limo Limited obtains data from clients to provide business consulting services. Recently, a client provided data for analysis,but a dispute arose and the process to provide consultancy to the client did not proceed. The client has requested Limo Limited to delete all the data and confirm that this is done. Limo Limited should__________________________.

A. Delete the data
B. Keep the data as per the requirements of the data protection laws
C. Provide the data to a legal custodian for safe custody
D. Seek legal advice before deleting the data 
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17
​​When analysing corporate financial ratios in Excel, which function will return the highest or lowest value in a dataset?

A. MAX() and MIN()
B. LARGE() and SMALL()
C. TOP() and BOTTOM()
D. HIGH() and LOW()  
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18
​​Based on the principles in the Unified Ethical Frame for Big Data Analytics (Abrahams, 2015), the attribute of data analysis being transparent and inclusive is provided by which of the following?

A. Beneficial
B. Fairness
C. Progressive
D. Respectful  
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19
​​What is the Excel function used to calculate the covariance between two data sets stored in cells B1:B10 and C1:C10?

A. =SD(B1:B10, C1:C10)
B. =VAR(B1:B10, C1:C10)
C. =COVAR(B1:B10, C1:C10)
D. =CORREL(B1:B10, C1:C10) 
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20
​​In the context of data analytics, what does skepticism primarily refer to?

A. A bias in favour of accepting data findings at face value
B. The need to question and critically evaluate data sources and results
C. The over-reliance on machine learning algorithms
D. A positive attitude toward data-driven decision-making
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21
​ ​ ​ ​​Applecom Ltd. is a listed company operating in the telecommunications sector. The following data relates to the company for the past five years:

Statement of Profit or Loss for the year ended 31 March:
20192020202120222023
Sh."million"Sh."million"Sh."million"Sh."million"Sh."million"
Total Revenue250,283262,556264,027298,078310,905
Other Incomes10----
Direct Costs(72,399)(75,285)
(80,853)(91,468)(92,232)
Other Expenses(53,590)(49,229)(49,045)(57,548)(78,810)
EBITDA (Earnings Before Interest, Tax, Depreciation and Armotisation)124,304138,042134,129149,062139,863
Depreciation and Amortisation(35,332)(36,548)(37,964)(39,933)(54,866)
88,972101,49496,165109,12984,997
Share of Profit in associate and Joint Venture53,357(507)(476)(38)
Finance income2,7603,5192,1982,41314,548
EBIT (Earnings Before Interest and Tax)91,737108,37097,856111,06699,507
Finance costs(520)(2,597)(4,221)(8,853)(11,162)
Profit before Tax91,218105,77393,636102,21388,345
Income Tax Expense(28,727)(32,115)(24,959)(34,717)(35,862)
Profit After Tax62,49173,65868,67667,49652,482
Statement of Financial Position as at 31 March:
20192020202120222023
Assets:Sh."million"Sh."million"Sh."million"Sh."million"Sh."million"
Non-current assets:
Property, plant and Equipment125,217.80129,337.20133,833.70148,993.00221,987.60
Intangible assets7,385.406,026.208,475.5093,647.20150,198.80
Right-of-Use Assets3,609.9018,495.0017,608.4093,647.2039,168.50
Investment Property845.00845.00845.00845.00935.00
Investment in Associate Company150.304,965.104,458.203,982.103,943.90
Restricted Cash2,741.002,747.802,540.702,167.801,759.60
Contract Assets964.50881.701,491.201,138.703,441.10
Deferred Tax asset1,602.901,104.705,467.209,908.8015,337.00

142,516.80164,402.70174,719.90354,329.80436,771.50
Current assets:
Inventories1,774.601,859.402,487.004,306.803,655.60
Receivables and Prepayments18,126.3017,190.3023,635.7027,204.2040,791.50
Contract Assets1,984.602,563.803,043.402,951.504,395.00
Tax recoverable-260.407.207.90851.60
Financial Assets8,043.00188.60--28.60
Cash and cash equivalents20,030.1026,759.7026,736.1030,779.6022,713.20
49,958.6048,822.2055,909.4065,250.0072,435.50
Total Assets192,475.40213,224.90230,629.30419,579.80509,207.00
Capital:
Capital and reserves:
Share capital2,003.302,003.302,003.302,003.302,003.30
Share Premium2,200.002,200.002,200.002,200.002,200.00
Translation Reserve----5,312.7036,688.40
Retained Earnings and Dividends140,141.30138,876.80133,432.00140,578.00146,664.20
Total Equity to Parent144,344.60143,080.10137,635.00139,468.30187,555.90
Total Equity to Non-controlling interest---40,232.3075,810.00
Total Equity144,344.60143,080.10137,635.00179,700.60263,365.90
Liabilities:
Non-current liabilities:
Borrowings---44,910.8042,050.00
Payables and Accrued Expenses1,131.00985.40-4,330.6027,359.30
Provisions-
-3,151.403,183.304,462.80
Contract Liability739.50983.402,436.101,937.501,607.80
Lease Liability-11,675.3011,954.2014,584.9029,984.00
1,870.5013,644.1017,541.7068,947.10105,463.90
Current liabilities:
Payables and Accrued Expenses28,703.9029,920.1034,021.4041,312.6072,688.20
Borrowings4,032.008,000.0014,772.0020,400.0043,492.30
Dividends Payable-1,045.108,684.1012,053.901,783.00
Provisions3,893.504,462.302,561.503,373.804,524.10
Contract Liability9,279.609,410.9011,033.5010,210.6010,125.90
Lease Liability-3,549.404,119.505,508.505,354.90
Tax Payable351.30112.90260.305,291.202,408.80
46,260.3056,500.7075,452.3098,150.60140,377.20
Total Liabilities48,130.8070,144.8092,994.00167,097.70245,841.10
Total Capital and Liabilities192,475.40213,224.90230,629.00346,798.30509,207.00
20192020202120222023
Cash flows from Operating activities (Sh."million")99,812110,363105,197110,701115,151
Number of Shares (million)40,06540,06540,06540,06540,065
Market Price per share (Sh.)28.0027.0037.0035.0018.10
Dividends Paid (Sh."million")44,071.0073,877.3066,482.0059,132.3063,557.70
Key Metrics20192020202120222023
Total Assets Turnover1.301.231.140.860.61
Net Profit Margin50.27%53.36%51.20%45.28%37.52%
Return on Investment32.47%34.54%29.78%19.46%10.31%
Return on Equity43.29%51.48%49.90%37.56%19.93%
Current Ratio1.080.860.740.660.52
Debt Ratio25.01%32.90%40.32%48.18%48.28%
Earnings Per Share (Sh.)1.561.841.711.681.31
Dividend Per share(Sh.)1.101.841.661.481.59
Book Value Per Share (Sh.)3.603.573.443.484.68

Required:
Prepare a dashboard showing the financial performance and financial position of the organisation over the 5-year period ended 31 March 2023. 

The dashboard should include the following charts:
(a)       Revenue and profit.
(b)       Key expenses.
(c)       Non current assets.
(d)       Current assets.
(e)       Non-current liabilities.
(f)       Payables and current liabilities.
(g)       Efficiency and liquidity ratios.
(h)       Profitability ratios.
(i)        Debt ratio.
(j)        Investors ratios. 
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22
​ ​ ​ ​​Matrix Limited has provided the following data for the six months ended 31 December 2023:

MonthRevenueCost of SalesGross ProfitOperating Expenses
Sh."million"Sh."million"Sh."million"Sh."million"
Jul-233,4302,4001,030310
Aug-233,7802,830950280
Sep-233,2002,300900270
Oct-233,6502,740910275
Nov-233,9202,9001,020305
Dec-234,1003,1001,000300

MonthEBITDADepreciation and AmortisationEBITInterestEBT
Sh."million"Sh."million"Sh."million"Sh."million"Sh."million"
Jul-23720290430120310
Aug-23670270400115285
Sep-23630250380112268
Oct-23635250385110275
Nov-2371528043598337
Dec-2370029041095315

End MonthInventoryReceivablesPayablesCash/Bank Balances
Sh."million"Sh."million"Sh."million"Sh."million"
Jul-239801,200720150
Aug-231,0201,230800230
Sep-239601,190950
180
Oct-239101,3201,00090
Nov-231,0301,280850100
Dec-231,0001,34090080

Required:
(a)      Summarise the above data with the following additional sections for the Chief Finance Officer (CFO) Dashboard.
          (i)       Total profit or loss for the six months.
          (ii)      Various profit margins.
          (iii)     Days of Purchases (DOP) using end of year balances (Ignore averages).
          (iv)     Days of Inventory (DOI) using end of year balances (Ignore averages).
          (v)      Days of Sales (DOS) using end of year balances (Ignore averages).
         Assume 360 days in a year and that inventory at the beginning of July was worth Sh.900 million. 
(b)    Prepare the CFO's dashboard showing the following charts:
        (i)        Revenue and profit.
        (ii)       Profit margin.
        (iii)      Payables levels.
        (iv)      Inventory levels.
        (v)       Receivables levels.
        (vi)      Number of days sales outstanding (DSO) and number of days payables outstanding (DPO).

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23
​ ​ ​ ​​Sunrise Limited manufactures office cabinets for both local and export markets. 

The following data relates to the cost of production of an office cabinet:

Sh.
Selling price per unit10,000
Variable cost per unit5,000
Total fixed costs50,000,000

Required:
(a)     In batches of 1,000 units, determine the breakeven point in units using a graph.  Indicate the profit zone and loss  zone in your graph. 

(b)     The management of Sunrise Limited is evaluating various production and sales levels to determine the profit after tax.Assuming a tax rate of 30%, plot a graph depicting revenue and profit after tax. 

(c)    The management of the company is evaluating the effect of selling at various percentages above the break-even point. Beginning  from 0% and in batches of 5% change point up to 50%, plot a graph depicting target revenue, target profit after tax and margin of safety. 
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24
​ ​​You have a new audit client, Miriam Akello, who began a dental practice at AMK Doctors' Plaza in the year 2023.

The following transactions took place during the year ended 31 December 2023:

1.Miriam opened a separate bank account for the practice and deposited Sh.5 million as capital.In addition, she obtained a loan from the bank amounting to Sh.5 million at an interest rate of 12% annually. The loan will be paid over a 5 year period at Sh.1 million annually, together with interest due at the end of each year.
2.Miriam imported three dental equipment at a price of Sh.600,000 each and incurred freight, insurance and port clearance costs of Sh.200,000. The equipment is depreciated over five years.
3.Miriam also bought other equipment for Sh.1 million, furniture and fixtures for Sh.2 million and dental books worth Sh.500,000. Both the equipment and furniture were to be depreciated over 8 years, while the dental books have a useful life of 5 years for the purpose of amortisation.
4.Miriam hired a dental assistant, who also doubled as the clinic administrator at Sh.60,000 monthly salary, a receptionist, carrying out other clerical duties at Sh.30,000 per month and a cleaner/casual at Sh.15,000 per month. They all began employment on 1 January 2023.
5.Miriam also hired the services of two other dentists to serve the increased number of patients or when she was visiting another hospital for consultation. During the year, the two dentists were paid for professional services at Sh.2 million. In addition, Miriam offered some interns learning opportunities and paid them a total stipend of Sh.300,000.
6.During the year, patients paid Sh.6 million in cash, while those on various insurance and medical covers were treated at a total of Sh.4 million. By the end of the year, the corporates and insurance companies had paid Sh.2.8 million directly into the business bank account. Miriam also noted that a client owing Sh.200,000 became bankrupt and would likely not pay, while the balance had nearly 0% probability of default.
7.The cash that was received was banked but after paying for the following items:
● Surgical and prescription medicine Sh.500,000.
● Stationery Sh.40,000.
● Cleaning consumables Sh.20,000.

Cash drawings for personal use by Miriam averaged Sh.40,000 per month. By the end of the year, only Sh.120,000 was available in the office safe.
8.Majority of transactions took place in the bank, except for the one highlighted in note 7.
Miriam placed some amount in a fixed deposit account and earned interest of Sh.120,000. Other expenses were mainly salaries to staff, interest on loan, rent of Sh.100,000 per month, electricity and water worth Sh.60,000 for 11 months to 30 November 2023. She also paid Sh.30,000 as subscriptions to the dental association.
Note that Miriam had paid 3 months' deposit on rent, which was refundable upon the termination of the lease.

Miriam also drew Sh.60,000 every month for personal expenses from the bank. Meanwhile, the electricity and water bills for December 2023 had not been paid, but were subsequently received and settled in January 2024 at Sh.4,500.
9.Miriam bought surgical and prescription medicine worth Sh.1.5 million on credit. By the end of the year, she had already paid Sh.800,000 of the amount owing while surgical and prescription medicine worth Sh.400,000 was available by the end of the year.

Required:
Prepare the audit schedules showing the following four sections having the debit and credit columns:

(a)       The draft trial balance before adjustments.
(b)       Adjustments.
(c)       The profit or loss items.
(d)       The financial position items.
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25
​ ​ ​ ​ ​ ​ ​ ​ ​ ​​Mwanaisha began a sole trading business dealing in electronic goods. She is registered for Value added Tax (VAT). 

Details for the month of March 2023 are as follows:

1.Sales:
Sh."000"
Standard1,900
Zero rated418
Exempt342
2.Customers for the sales at standard rate are offered a 5% discount if they settle within the same month.Usually, 40% of the customers take the offer.
3.Cash purchases:
Sh."000"
Standard rate1,200
Exempt500
4.The exempt sales were all from the batch of exempt purchases with some remaining in inventory at the end of the month.
5.During the month, Mwanaisha paid rent for the business premises for the month of March. Rent is charged at Sh.80,000 per month.
6.The business reported actual credit losses of Sh.280,000 and another expected credit loss of Sh.50,000.
7.A supplier from whom the business had made purchases of Sh.292,000 and a customer to whom goods were sold at standard rate in January 2023 and still owed Sh.325,000 were declared bankrupt.
8.At the end of every month, Mwanaisha prepays the electricity for the following month using prepaid meter tokens based on standard usage. She paid Sh.42,500 for April 2023, but she had prepaid Sh.38,500 for March 2023.
9.Other expenses paid during the month:
Sh.
Telephone13200
Audit fee (Including VAT)111,000
Stationery36,000
10.Mwanaisha made donations to registered charities consisting of Sh.100,000 in cash and Sh.280,000 in form of goods.
11.Closing inventory for the month of March 2023 was valued at Sh.340,000.

Note:  All transactions are quoted at the standard rate of 16% unless stated otherwise. 

Required:
The Value Added Tax (VAT) payable/refundable for the month of March 2023.
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