Contents
Introduction to Quantitative Methods - Numeracy
Rationale
Quantitative Research is the systematic scientific investigation of properties and phenomena and their relationships. Quantitative research is widely used in both the natural sciences and social sciences, from physics and biology to sociology and journalism. It is also used as a way to research different aspects of education.
The objective of quantitative research is to develop and employ mathematical models, theories and hypotheses pertaining to natural phenomena. The process of measurement is central to quantitative research because it provides the fundamental connection between empirical observation and mathematical expression of quantitative relationships.
The term quantitative research is most often used in the social sciences in contrast to qualitative research.
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Learning Outcomes
After completing the programme, students should be able to:
1. Demonstrate the rule of numeracy by:
- applying the four rules to whole numbers, fractions and decimals
- expressing numbers in standard form
- multiplying and dividing negative numbers
2. Apply calculations to:
- compare numbers using ratios, proportions and percentages;
- obtain values for simple financial transactions involving purchases, wages, taxation, discounts;
- calculate values using simple and compound interest;
- convert foreign currency;
- make calculations involving roots and powers;
- evaluate terms involving a sequence of operations and use of brackets;
- Interpret, transpose and evaluate formulae;
- approximate data using rounding, significant figures.
3. Use algebraic methods to:
- solve linear and simultaneous equations;
- solve quadratic equations using factorisation and formulae;
- determine the equations of a straight line through two points;
- determine the gradient and intercept of a straight line.
4. Construct and use:
a) charts and diagrams derived from tabular data;
b) graphs applying general rules and principles of graphical construction including axes, choice of scale and zero. Identify points of importance e.g. maximum, minimum and break even.
5. Apply statistical methods to:
a) distinguish and use sigma continuous variables;
b) represent and interpret variables using histograms and cumulative frequency curves;
c) recognise and use sigma notation for summation;
d) calculate and interpret summary statistics: these would include measures of location (mean, mode, median),
e) calculate measures of dispersion (range, interquartile range, standard and deviation, coefficient of variations) and measures of skewness;
f) construct statistical graphs for time series, identifying trends, seasonal and random components;
g) determine a trend using moving averages and make a simple forecast.
6. Apply the laws of probability to:
- mutually exclusive, independent and dependent events;
- determine probability using sample spaces, contingency tables or tree diagrams;
- determine probability using the normal distribution including use of tables.
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Teaching and Learning Resources
Counting, Whole Numbers, Fractions, Decimals, Percentages, Equations, Trade and Cash Discounts. Markup and Markdown, Payroll, Taxes, Inventory.
- Whole Numbers
- Fractions
- Decimals
- Equations
- Percents
- Trade and Cash Discounts
- Markup and Markdown
- Payroll
- Taxes
- Inventory
Activities
Quizzes
- Basic counting rules
- Dealt cards
- Two person fair division
- Knaster inherence procedure
- Team scoring
- Election procedures
- Fair apportionment
- Numeracy
- Topics in Mathematics
- Fractions, decimals and percentages
- News quizzes archive
- Skillswise Glossary

Measures, Shape and Space, Handling Data. Simple Interest and Simple Discount, Simple Interest and Simple Discount, Banking, Consumer Credit, Compound Interest, Future Value, and Present Value, Mortgages, Financial Statements
Lectures and Tutorials
- Money
- Simple Interest and Simple Discount
- Banking
- Consumer Credit
- Compound Interest, Future Value, and Present Value
- Financial Statements
- Mortgages
Readings
- ÷ and x by 10, 100 and 1 000
- Addition and subtraction
- Annuities
- Area of rectangles
- Calculating time
- Calculation with powers
- Comparing numbers
- Compound interest
- Continuous compounding and the rule of 72
- Distances
- Division
- Earliest Uses of Symbols of Operation
- Measures of location
- Measures of spread, shape
- Money Channel
- Multiplication
- Multiples and factors
- Negative numbers
- Ratio and proportion
- Reading times and dates
- Rounding and estimating
- Simple and Compound Interest
- Simple interest
- Spreadsheets
- Times tables
- Time tables
- Temperature
- Whole numbers
- Writing big numbers
Algebraic Methods
Lectures and Tutorials
- Simultaneous linear equations
- Square root of numbers, the transformation of algebraic expressions and quadratic equations
- The UBC Calculus Online Homepage
- Straight Line Graphs
Charts and Diagrams
Lectures and Tutorials
- Internet Technical Writing Course Guide: Contents
- Graphical Excellence - The Importance of Sound Principles and Practices for Effective Communication
- Describing graphs, charts and diagrams
- Graphs, Charts and Diagrams
Readings
Statistical Methods. Business Statistics. Stocks and Bonds. Insurance

Lectures and Tutorials
- Business Statistics
- Counting as descriptive statistics
- Choice of descriptive statistics
- Types of data; stem-and-leaf plots and histograms
- Quartiles, boxplots, percentiles, and z-scores
- Permutations and combinations
- Binomial coefficients, Pascal's triangle, and the power set
- Insurance
- Stocks and Bonds
- Control Chart Wizard - Determine Your Data Type
- Hypothesis Testing: Continuous Variables (1 Sample)
- Basic Laws of Probability
- Probability and the additive rule
- Conditional probability and the product rule
- Power laws in probability and statistics
- Probabilistic Thinking
Recommended Texts
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Resources
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