Dawn Willoughby - Numbers - B2+

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Statistics and data for the non-specialist*The Collins Academic Skills Series - winner of the ELTon 2014 Innovation in Learner Resources Award.*At university you may be expected to analyse complex data and present your findings, whatever your area of study. Collins Academic Skills Series: Numbers gives you the skills you need to make sense of data and numbers and the confidence to use them effectively in your work.Learn how to• interpret statistics and data• conduct surveys• evaluate and question results• present numerical information clearlyCollins Academic Skills Series: Numbers will help you to make the most of your time at university.• Clear information and practical exercises• Information on academic expectations – understand the requirements of studying at university• Helpful tips and summaries• Answer key and glossaryNumbers is part of a new six-book series to help international students achieve academic success at college or university. It is designed to support students who are studying, or preparing to study, at an English-speaking institution.Suitable for students whose level of English is Upper Intermediate / CEF level B2 / IELTS 5.5 and higher.Other titles in the Collins Academic Skills Series:Group Work • Lectures • Presenting • Writing • Research

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avoid producing misleading results from diagrams

describe cause and effect

express generalizations and specifics

use language of argumentation

картинка 24use evaluative language

learn how to write conclusions Further reading The grammar of fractions - фото 25learn how to write conclusions

Further reading

The grammar of fractions

Glossary Answer key About the Author About the Publisher Introduction Collins - фото 26

Answer key

About the Author

About the Publisher

Introduction

Collins Academic Skills Series: Numbers will give you the skills you need for doing research, collecting data, presenting it, using numbers and appropriate language to describe it, and working with the collected data.

Designed to be used on a self-study basis to support English for Academic Purposes or study skills courses, it is intended for students on pre-sessional or foundation courses as well as for first-year undergraduate students.

The book has twelve chapters covering the key stages of the research process from start to finish. You will learn how to:

картинка 27choose the right research methods

use basic maths skills

present your data

analyse your data

At the back of the book there is:

картинка 28a list of useful books in Further reading

картинка 29helpful information in The grammar of fractions

картинка 30a Glossary of key terms

a comprehensive Answer key

Chapter structure

Each chapter includes:

Aims – These set out the skills covered in the chapter.

картинка 31A self-evaluation quiz – By doing this you are able identify what you already know on the subject of the chapter and what you need to learn.

картинка 32Information on academic guidelines on how to develop academic skills – These sections will help you understand university practices and expectations so you know what is required.

картинка 33Practical exercises – These help you to develop the skills to succeed at university. You can check your answers at the back of the book.

картинка 34Tips – Key points are highlighted for easy reference and provide useful revision summaries for the busy student.

картинка 35Glossary – Difficult words are glossed in boxes next to where the word appears in the chapter. There is also a comprehensive Glossary at the back of the book.

картинка 36Remember sections – This is a summary of key points for revision and easy reference.

Glossary boxes

Where we feel that a word or phrase is difficult to understand, we have glossed this word/phrase. All definitions provided in the glossary boxes have been taken from the COBUILD Advanced Dictionary . At the end of the book there is a full alphabetical list of the most difficult words from the book for your reference.

Using Numbers

You can either work through the chapters from Chapter 1to Chapter 12or you can choose the chapters and topics that are most useful to you. The Contents page will help in your selection.

Study tips

картинка 37Each chapter will take between one and three hours. Take regular breaks and do not try to study for too long. Thirty to sixty minutes is a sensible study period.

картинка 38Regular study is better than occasional intensive study.

Read the chapter through first to get an overview without doing any exercises. This will help you see what you want to focus on.

Try the exercises before checking the Answer key.

картинка 39After doing the exercises in the book, try them again using your own research topic and reading materials. If possible, ask a more experienced colleague or friend to give you feedback on your work.

All university departments are different. Use the information in the book as a guide to investigating your own university department.

Write questions you can ask to find out how your department expects you to do research and collect and present data.

картинка 40There is no one correct way of doing research and working with collected data. Use your experience of doing the exercises to learn what works best for you. Adapt the suggestions in this book to suit your learning style and context.

Learning to do research and work with data is an on-going process, which means you need to practise the same skills many times. Revise regularly.

Other titles

Also available in the Collins Academic Skills Series: Writing, Lectures, Research, Presenting, and Group Work .

1 Numbers B2 - изображение 41 Getting Started

Aims

look at numbers in everyday life

картинка 42understand the purpose and use of statistics

learn key terms for working with numbers

картинка 43learn the basics about spreadsheets

practise referring to and labelling graphics in writing

Quiz

Self-evaluation

Read the statements below. Circle the answers that are true for you.

1I understand what statistics is and the language to describe it. agree | disagree | not sure
2I know a number of basic terms and phrases to describe numbers in English. agree | disagree | not sure
3I know how to use a spreadsheet. agree | disagree | not sure
4I know how to refer to and label graphics such as bar charts and line graphs in writing. agree | disagree | not sure

Numbers and mathematics are very important in our everyday lives because we use them frequently when we manage our finances, go shopping, make travel plans, convert currency, follow instructions for a recipe or take measurements when we are building and creating things. If we carry out an academic study or investigation, then we need to use a branch of mathematics known as statistics which involves collecting and organizing data, making sense of our information and presenting findings.

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