Higher Applications of Maths · SQA past paper

2023 Paper 1

Calculator & software allowed · 11 questions
1

Question 1

Mathematical Modelling
3 Marks
2023 Q1

A school year in Scotland usually lasts 190 days.

Estimate the total number of hours that a typical pupil in Scotland will spend in school during their lifetime.
State any further assumptions you make.

Show answer

Assumptions: 11-15 years of schooling, 5-8 hours per day.
Calculation example: 5×190×11=10450\displaystyle 5 \times 190 \times 11 = 10450 hours or 8×190×15=22800\displaystyle 8 \times 190 \times 15 = 22800 hours.

2

Question 2

Planning & Decision Making
(6, 2)8 Marks
2023 Q2

In a cooking competition, a contestant has 80 minutes to make a crème brûlée.

There are several tasks that need to be completed to make the crème brûlée. The contestant's timings for each task are shown.

Task Description Preceding task Time (minutes)
Aheat ovennone8
Bgather ingredients and prepare bowlsnone10
Cwhisk egg yolks and sugarB5
Dheat double cream in panB4
Eadd cream to egg yolk mixtureC, D2
Fsieve mixture and put into bowlsE4
Gput bowls into oven and cookA, F35
Htidy workspaceF12
Isprinkle caster sugar over each bowl and carameliseG3
Jplate up and serveI5

(a) Complete the PERT chart below to allow the contestant to determine the earliest start time and latest completion time for each task.

Blank PERT chart

When the contestant puts the bowls into the oven, they realise the oven has not been heated.

(b) Determine whether they can still finish on time. Give a reason for your answer.

Show answer

(a) Completed PERT chart:

Completed PERT chart showing forward and backward scans

(b) Yes, because task A takes 8 minutes and there are 16 minutes to spare (or 72 minutes earliest completion time compared to 80 minutes allowed).

3

Question 3

Statistics & Probability
(1, 1, 2)4 Marks
2023 Q3

An online survey is sent out by email to people on the electoral register who live in Renfrewshire.

The aim of the survey is to determine which political party people intend to vote for in an upcoming election.

The survey asks participants to answer the following questions:
- State your age in years.
- State your gender. Please select from: male, female, non-binary, other, prefer not to say.
- Which political party do you intend to vote for in the upcoming election?
- Did you vote in the last election? Please select from: yes, no, don't know, prefer not to say.
- If yes, state which political party you did vote for in the last election.

(a) State the type of data that best describes:
(i) age
(ii) gender.

The results of the online survey are to be used to predict the outcome of an upcoming national election.

(b) Give two reasons why these results do not provide a representative sample of the national population to allow the prediction to be accurate.

Show answer

(a)(i) Discrete numerical or discrete quantitative.
(a)(ii) (Nominal) categorical or qualitative.
(b) E.g., it is a local survey and not a national survey; not all voters will be able to access the survey online; people could vote multiple times online; invite goes into junk mail.

4

Question 4

Finance
4 Marks
2023 Q4

You must refer to the information on 'Scottish Tax Bands 2022/23' given in the pre-release material when answering this question.

James works for a large building company. He is a permanent employee and earns a gross annual salary of £36,700.

James pays 4.7% of his gross annual salary into his pension and pays £3071.45 National Insurance per annum.

Calculate his net annual salary after all deductions.

Show answer

Taxable income after pension deductions: £34,975.10.
Total tax payable: £4552.27.
Annual net salary: £27,351.38.

5

Question 5

Statistics & ProbabilityRStudio
(2, 2, 1, 2, 2, 1)10 Marks
2023 Q5

You must refer to the spreadsheet file 'Q5 Coffee.csv' for the data, and the word file 'Q5 Coffee Answers.docx' when answering this question.
You must complete parts (a), (b) (i), and (c) (i) using appropriate statistical software.
You must include all output from statistical software, and your answers in the word processing file 'Q5 Coffee answers.docx'.

A specialist coffee shop sells 22 different drinks. For each drink the following data are provided: carbohydrate content (grams), number of calories (kCals). The number of calories is dependent on the carbohydrate content of the drink.

(a) Construct a scatter plot of number of calories on carbohydrate content.

(b)(i) Find the correlation coefficient between number of calories and carbohydrate content.

(b)(ii) Interpret the correlation coefficient.

(c)(i) Find the equation of the regression line of number of calories on carbohydrate content.

(c)(ii) Interpret the slope and intercept parameters.

(d) Estimate the number of calories in a drink which has 59 g of carbohydrate.

Show answer

(a) Scatter plot generated via software with appropriate title and axes labels.
(b)(i) r=0.962\displaystyle r = 0.962 (from software output).
(b)(ii) This suggests there is a strong positive linear association between carbohydrate and calories.
(c)(i) calories = 73.65+4.65×\displaystyle 73.65 + 4.65 \times carbohydrate (from software output).
(c)(ii) Slope: The number of calories increases by 4.65 (kCal) for every additional 1 gram of carbohydrate. Intercept: The number of calories in a drink with 0g carbohydrate content would be 73.65 (kCal).
(d) 348 (kCal).

6

Question 6

Planning & Decision Making
(1, 1, 1)3 Marks
2023 Q6

The Gantt chart below shows the activities required to complete a project.

Gantt chart for project activities A to H

Activity G is dependent on activities F and H.
Activity F is dependent on activities B, C and E.
Activity E is dependent on activity D.
Activities C and B are dependent on activity A.

(a) State the critical path for this project.

(b) State the duration of the float time for activity B.

(c) State one advantage of using a Gantt chart.

Show answer

(a) A, C, F, G
(b) 3 days
(c) E.g., clear and simple to read, or easy to see float times.

7

Question 7

Finance
(4, 2)6 Marks
2023 Q7

Taylor opens a savings account on 1 April 2021 with an initial deposit of £400.

The effective rates of interest for the savings account are as follows.

Dates Interest rate
1 April 2021 to 31 January 20221.2% per year
1 February 2022 to 31 July 20220.11% per month
From 1 August 20221.7% per year

Taylor makes further deposits of £200 on 1 August 2021 and £250 on 1 April 2022.

(a) Calculate the balance in Taylor's savings account on 31 July 2022.

Taylor made a final deposit into this account on 1 August 2022. On 1 December 2022, their savings account balance was £1000.

(b) Calculate how much they deposited on 1 August 2022.

Show answer

(a) £860.30
(b) £134.10

8

Question 8

Mathematical ModellingExcel
(3, 2, 1, 1, 1)8 Marks
2023 Q8

You must refer to the spreadsheet file 'Q8 Warehouse.xlsx' when answering this question.
You must complete parts (a) and (b) (i) using the spreadsheet file.
Parts (b) (ii), (c) and (d) must be completed in the answer space provided.

A warehouse company currently has 1750 units of stock. They deliver 20% of their current stock each week, and receive 300 units of new stock per week.

(a) Complete the 'Warehouse Stock' worksheet to identify (in cell C10) the predicted number of units of stock in the warehouse at the end of week 26.

(b)(i) Extend the table in your worksheet to construct a graph to show the units of stock for 52 weeks.

(b)(ii) Using the graph constructed in (b) (i), state which type of mathematical model best describes the units of stock in the warehouse.

After 52 weeks, the warehouse company plans to move to a smaller building with space for 1400 units of stock.

(c) Comment on whether the smaller building will have enough space for the stock. Justify your answer.

(d) State one reason why this mathematical model may not be realistic.

Show answer

(a) 1500 (using appropriate formula, e.g., =INT(C13*$C$8+$C$9)).
(b)(i) Graph plotted tending downwards to 1500 units.
(b)(ii) Exponential (decay) or recurrence relation.
(c) No, the building will not have enough space as units of stock are expected to level out at 1500 units of stock.
(d) E.g., the model assumes a fixed rate of stock each week OR the model assumes a fixed rate of deliveries each week.

9

Question 9

Finance
(1, 1, 2)4 Marks
2023 Q9

The Consumer Price Index (CPI) in the UK in April 2021 was 110.4, relative to a baseline of 100 in April 2015.

(a) Explain what this figure means in terms of relative purchasing power.

The price of a new 3-door car rose in line with CPI between April 2015 and April 2021. In 2021, the price of a new 3-door car was £14,108.

(b) Calculate the price of a new 3-door car in April 2015.

The National Living Wage is the minimum hourly rate to be paid to any employee aged 23 or older. In April 2021, the National Living Wage was £8.91. This was raised to £9.50 in April 2022.

(c) Given that the CPI in April 2022 was 119.0, determine whether this rise in the National Living Wage was in line with inflation.

Show answer

(a) E.g., £110.40 in April 2021 would buy the same amount of goods and services as £100 in 2015 OR purchasing power has decreased (can buy fewer goods with money in 2021 than in 2015).
(b) £12,778.99
(c) Relative rate of inflation is 7.78% (or 107.8%). The percentage increase in NLW is 6.6% (or 106.6%). Therefore, the NLW rate increase was below inflation (not in line with it).

10

Question 10

Mathematical Modelling
(1, 1, 1, 1, 2)6 Marks
2023 Q10

You must refer to the information on 'E10 Petrol' given in the pre-release material when answering this question.

At the end of June 2021, the UK government replaced the standard E5 fuel with E10 in a bid to reduce national CO2\displaystyle CO_2 emissions.

A newspaper article stated that:
'Since the nationwide introduction of E10 fuel, CO2\displaystyle CO_2 emissions have reduced to the effect of taking 550 000 cars off the road by the end of 2022.'

(a)(i) Calculate the CO2\displaystyle CO_2 emissions of 550 000 cars.

(a)(ii) Suggest a reason why the information from the newspaper article might not be appropriate as part of any further research on reducing CO2\displaystyle CO_2 emissions.

The fuel economy of a car, F\displaystyle F miles per gallon (mpg), is reduced when it carries an additional load of m\displaystyle m kilograms. The fuel economy of a small car is modelled using the following equation:

F=73.6×0.98m45\displaystyle F = 73.6 \times 0.98^{\frac{m}{45}}

(b)(i) State the independent variable.

(b)(ii) Estimate the fuel economy of the small car when it is carrying an additional load of 150 kg.

A customer is filling up their tank with petrol. The shape of the petrol tank inside the car is a horizontal cylinder with two hemispheres on either side as shown in the diagram.

Car petrol tank diagram showing depth of petrol

The three diagrams below show how the depth of petrol varies with the volume of petrol in the tank.

Graph A, Graph B, and Graph C showing volume versus depth

(c) Explain which graph could model the depth of petrol in the tank.

Show answer

(a)(i) 1,155,000 (tonnes a year).
(a)(ii) E.g., unconfirmed source, possible newspaper bias, or information in the article may not be accurate.
(b)(i) (additional) load or m.\displaystyle m.
(b)(ii) 68.8 (mpg).
(c) Graph A. E.g., depth increases faster at the beginning, slows down in the middle (where it is widest), and increases faster at the end.

11

Question 11

FinanceExcel
(4, 1, 1, 2, 1)9 Marks
2023 Q11

You must refer to the spreadsheet file 'Q11 Ramsay's Loan.xlsx' when answering this question.
You must complete parts (a) (i), (a) (ii), (c) (i), and (c) (ii) using the spreadsheet file.
Part (b) must be completed in the space provided.

Ramsay applies to take out a loan of £6000 with a term of 3 years from a bank. Level monthly repayments are made at the end of each month. The effective annual interest rate is 6.3%.

Open the 'Bank Loan' worksheet.

(a)(i) Complete the 'Bank loan repayment schedule' to determine the level monthly repayment amount, and the final repayment amount.

(a)(ii) Determine the total interest paid over the term of the loan.

Ramsay's application for this loan was rejected.

(b) State one reason why a bank might reject a loan application.

Ramsay decides to borrow the money from a loan company. The loan company offers Ramsay £6000 for 3 years with fixed level monthly repayments of £250 made at the end of each month.

Open the 'Loan Company' worksheet.

(c)(i) Complete the 'Loan company repayment schedule' to find the annual effective rate of interest.

(c)(ii) Determine the difference in total interest paid (in £) between the two loans.

Show answer

(a)(i) Monthly interest rate calculated as 0.51%. Monthly repayment: £182.87, Final repayment: £182.94 (or £182.88 / £182.58).
(a)(ii) £583.39
(b) E.g., poor credit rating, affordability issues.
(c)(i) 32.61%
(c)(ii) £2416.61 (or £2416.62)