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Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct...

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CORPUS-ASSISTED (CRITICAL) DISCOURSE ANALYSIS Tieja Thomas, PhD Vivek Venkatesh, PhD 4 February 2016 @TiejaThomas #CACDA
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Page 1: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

CORPUS-ASSISTED (CRITICAL) DISCOURSE ANALYSIS

Tieja Thomas, PhD Vivek Venkatesh, PhD

4 February 2016

@TiejaThomas #CACDA

Page 2: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

What we aim to accomplish today…

•  6 W’s of digital research methods

•  Corpus-assisted (critical) discourse analysis

•  Hands-on activity

@TiejaThomas #CACDA

Page 3: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

DIGITAL RESEARCH METHODS A brief introduction to

Page 4: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

WHY conduct digital research?

•  Information, knowledge

•  Learning

•  Relationships, communities

•  Identities

@TiejaThomas #CACDA

Page 5: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

WHO (what) is my unit of analysis?

•  Individual users

•  Online communities

•  Speech acts

•  Websites

•  Behaviours

@TiejaThomas #CACDA

Page 6: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

WHAT are key digital research methods?

Method •  Individual users •  Online communities

•  Speech acts

•  Websites

•  Online behaviours

Unit of analysis •  Online ethnography •  Netnography •  Computer-mediated

discourse analysis •  Corpus-assisted (critical)

discourse analysis •  Content analysis •  Network analysis

@TiejaThomas #CACDA

Page 7: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

WHERE do I conduct digital research?

•  Social media platforms •  Facebook, Twitter, reddit, Instagram

•  Online gaming platforms •  Steam, Xbox Live, Playstation Network

•  Online news outlets •  huffingtonpost.ca, CBC.ca, theglobeandmail.com

•  Digital communication •  Email, SMS, WhatsApp

@TiejaThomas #CACDA

Page 8: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

HOW do I conduct digital research?

•  On-/offline divide

•  Researcher role

•  Privacy: contextual integrity

•  Data management tools

@TiejaThomas #CACDA

Page 9: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

WHEN do I stop collecting data?

•  Data deluge (!)

•  What data are relevant?

– User data

– Networks

– Site analytics, affordances

@TiejaThomas #CACDA

Page 10: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

CACDA Corpus-assisted (critical) discourse analysis

Page 11: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

What is CACDA?

Corpus Linguistics + Critical Discourse Analysis

@TiejaThomas #CACDA

•  Quantitative study of language

•  Analysis of large volumes of naturally occurring e-data

•  Linguistic patterns

•  Qualitative study of power and ideology through language

•  Linguistic indicators, patterns

CACDA allows you to connect micro- and macro-level linguistic/discursive patterns.

Page 12: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

CACDA in Practice

•  Analysis of reddit conversations

•  Trial and error Boolean searches

•  Data management •  Diigo, copy/paste

@TiejaThomas #CACDA

Page 13: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

Preparing Data for CACDA

@TiejaThomas #CACDA

Page 14: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

DEMO & HANDS-ON ACTIVITY It’s time for a

Page 15: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

CACDA: SketchEngine

•  Corpus info: •  Provides overall statistics and information

•  Word list: •  Produces frequency counts

•  Word sketch: •  Provides information about collocations, frequency,

grammatical relationships

•  Wildcards: •  Start search term with (?!) to ignore case •  Insert .* anywhere within search term to broaden search •  EX) (?!)qu.*be.* will return such hits as Quebec,

Québec, québecois

@TiejaThomas #CACDA

Page 16: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

CACDA: Preparing Data for SketchEngine

•  Data need to be in .txt format

•  Encode text using Unicode 5.1 – UTF8

@TiejaThomas #CACDA

Page 17: Tieja Thomas, PhD Vivek Venkatesh, PhD CORPUS-ASSISTED ... · A brief introduction to . WHY conduct digital research? • Information, knowledge • Learning • Relationships, communities

CACDA: Collocation

•  The above-chance co-occurrence of two or more words within a predetermined span – e.g., 5 words on either side of a ‘node’ or ‘key’ word.

•  logDice: relative frequencies of XY in relation

to X and Y •  Min. value = 0 ; Max. value = 14

@TiejaThomas #CACDA


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