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Writing Guide with Handbook

12.8 Spotlight on … Bias in Language and Research

Writing Guide with Handbook12.8 Spotlight on … Bias in Language and Research

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Table of contents
  1. Preface
  2. The Things We Carry: Experience, Culture, and Language
    1. 1 Unit Introduction
    2. 1 The Digital World: Building on What You Already Know to Respond Critically
      1. Introduction
      2. 1.1 "Reading" to Understand and Respond
      3. 1.2 Social Media Trailblazer: Selena Gomez
      4. 1.3 Glance at Critical Response: Rhetoric and Critical Thinking
      5. 1.4 Annotated Student Sample: Social Media Post and Responses on Voter Suppression
      6. 1.5 Writing Process: Thinking Critically About a “Text”
      7. 1.6 Evaluation: Intention vs. Execution
      8. 1.7 Spotlight on … Academia
      9. 1.8 Portfolio: Tracing Writing Development
      10. Further Reading
      11. Works Cited
    3. 2 Language, Identity, and Culture: Exploring, Employing, Embracing
      1. Introduction
      2. 2.1 Seeds of Self
      3. 2.2 Identity Trailblazer: Cathy Park Hong
      4. 2.3 Glance at the Issues: Oppression and Reclamation
      5. 2.4 Annotated Sample Reading from The Souls of Black Folk by W. E. B. Du Bois
      6. 2.5 Writing Process: Thinking Critically about How Identity Is Constructed Through Writing
      7. 2.6 Evaluation: Antiracism and Inclusivity
      8. 2.7 Spotlight on … Variations of English
      9. 2.8 Portfolio: Decolonizing Self
      10. Further Reading
      11. Works Cited
    4. 3 Literacy Narrative: Building Bridges, Bridging Gaps
      1. Introduction
      2. 3.1 Identity and Expression
      3. 3.2 Literacy Narrative Trailblazer: Tara Westover
      4. 3.3 Glance at Genre: The Literacy Narrative
      5. 3.4 Annotated Sample Reading: from Narrative of the Life of Frederick Douglass by Frederick Douglass
      6. 3.5 Writing Process: Tracing the Beginnings of Literacy
      7. 3.6 Editing Focus: Sentence Structure
      8. 3.7 Evaluation: Self-Evaluating
      9. 3.8 Spotlight on … The Digital Archive of Literacy Narratives (DALN)
      10. 3.9 Portfolio: A Literacy Artifact
      11. Further Reading
      12. Works Cited
      13. Works Consulted
  3. Bridging the Divide Between Personal Identity and Academia
    1. 2 Unit Introduction
    2. 4 Memoir or Personal Narrative: Learning Lessons from the Personal
      1. Introduction
      2. 4.1 Exploring the Past to Understand the Present
      3. 4.2 Memoir Trailblazer: Ta-Nehisi Coates
      4. 4.3 Glance at Genre: Conflict, Detail, and Revelation
      5. 4.4 Annotated Sample Reading: from Life on the Mississippi by Mark Twain
      6. 4.5 Writing Process: Making the Personal Public
      7. 4.6 Editing Focus: More on Characterization and Point of View
      8. 4.7 Evaluation: Structure and Organization
      9. 4.8 Spotlight on … Multilingual Writers
      10. 4.9 Portfolio: Filtered Memories
      11. Further Reading
      12. Works Cited
    3. 5 Profile: Telling a Rich and Compelling Story
      1. Introduction
      2. 5.1 Profiles as Inspiration
      3. 5.2 Profile Trailblazer: Veronica Chambers
      4. 5.3 Glance at Genre: Subject, Angle, Background, and Description
      5. 5.4 Annotated Sample Reading: “Remembering John Lewis” by Carla D. Hayden
      6. 5.5 Writing Process: Focusing on the Angle of Your Subject
      7. 5.6 Editing Focus: Verb Tense Consistency
      8. 5.7 Evaluation: Text as Personal Introduction
      9. 5.8 Spotlight on … Profiling a Cultural Artifact
      10. 5.9 Portfolio: Subject as a Reflection of Self
      11. Works Cited
    4. 6 Proposal: Writing About Problems and Solutions
      1. Introduction
      2. 6.1 Proposing Change: Thinking Critically About Problems and Solutions
      3. 6.2 Proposal Trailblazer: Atul Gawande
      4. 6.3 Glance at Genre: Features of Proposals
      5. 6.4 Annotated Student Sample: “Slowing Climate Change” by Shawn Krukowski
      6. 6.5 Writing Process: Creating a Proposal
      7. 6.6 Editing Focus: Subject-Verb Agreement
      8. 6.7 Evaluation: Conventions, Clarity, and Coherence
      9. 6.8 Spotlight on … Technical Writing as a Career
      10. 6.9 Portfolio: Reflecting on Problems and Solutions
      11. Further Reading
      12. Works Cited
    5. 7 Evaluation or Review: Would You Recommend It?
      1. Introduction
      2. 7.1 Thumbs Up or Down?
      3. 7.2 Review Trailblazer: Michiko Kakutani
      4. 7.3 Glance at Genre: Criteria, Evidence, Evaluation
      5. 7.4 Annotated Student Sample: "Black Representation in Film" by Caelia Marshall
      6. 7.5 Writing Process: Thinking Critically About Entertainment
      7. 7.6 Editing Focus: Quotations
      8. 7.7 Evaluation: Effect on Audience
      9. 7.8 Spotlight on … Language and Culture
      10. 7.9 Portfolio: What the Arts Say About You
      11. Further Reading
      12. Works Cited
    6. 8 Analytical Report: Writing from Facts
      1. Introduction
      2. 8.1 Information and Critical Thinking
      3. 8.2 Analytical Report Trailblazer: Barbara Ehrenreich
      4. 8.3 Glance at Genre: Informal and Formal Analytical Reports
      5. 8.4 Annotated Student Sample: "U.S. Response to COVID-19" by Trevor Garcia
      6. 8.5 Writing Process: Creating an Analytical Report
      7. 8.6 Editing Focus: Commas with Nonessential and Essential Information
      8. 8.7 Evaluation: Reviewing the Final Draft
      9. 8.8 Spotlight on … Discipline-Specific and Technical Language
      10. 8.9 Portfolio: Evidence and Objectivity
      11. Further Reading
      12. Works Cited
    7. 9 Rhetorical Analysis: Interpreting the Art of Rhetoric
      1. Introduction
      2. 9.1 Breaking the Whole into Its Parts
      3. 9.2 Rhetorical Analysis Trailblazer: Jamil Smith
      4. 9.3 Glance at Genre: Rhetorical Strategies
      5. 9.4 Annotated Student Sample: “Rhetorical Analysis: Evicted by Matthew Desmond” by Eliana Evans
      6. 9.5 Writing Process: Thinking Critically about Rhetoric
      7. 9.6 Editing Focus: Mixed Sentence Constructions
      8. 9.7 Evaluation: Rhetorical Analysis
      9. 9.8 Spotlight on … Business and Law
      10. 9.9 Portfolio: How Thinking Critically about Rhetoric Affects Intellectual Growth
      11. Further Reading
      12. Works Cited
    8. 10 Position Argument: Practicing the Art of Rhetoric
      1. Introduction
      2. 10.1 Making a Case: Defining a Position Argument
      3. 10.2 Position Argument Trailblazer: Charles Blow
      4. 10.3 Glance at Genre: Thesis, Reasoning, and Evidence
      5. 10.4 Annotated Sample Reading: "Remarks at the University of Michigan" by Lyndon B. Johnson
      6. 10.5 Writing Process: Creating a Position Argument
      7. 10.6 Editing Focus: Paragraphs and Transitions
      8. 10.7 Evaluation: Varied Appeals
      9. 10.8 Spotlight on … Citation
      10. 10.9 Portfolio: Growth in the Development of Argument
      11. Further Reading
      12. Works Cited
    9. 11 Reasoning Strategies: Improving Critical Thinking
      1. Introduction
      2. 11.1 Developing Your Sense of Logic
      3. 11.2 Reasoning Trailblazer: Paul D. N. Hebert
      4. 11.3 Glance at Genre: Reasoning Strategies and Signal Words
      5. 11.4 Annotated Sample Reading: from Book VII of The Republic by Plato
      6. 11.5 Writing Process: Reasoning Supported by Evidence
      7. Further Reading
      8. Works Cited
    10. 12 Argumentative Research: Enhancing the Art of Rhetoric with Evidence
      1. Introduction
      2. 12.1 Introducing Research and Research Evidence
      3. 12.2 Argumentative Research Trailblazer: Samin Nosrat
      4. 12.3 Glance at Genre: Introducing Research as Evidence
      5. 12.4 Annotated Student Sample: "Healthy Diets from Sustainable Sources Can Save the Earth" by Lily Tran
      6. 12.5 Writing Process: Integrating Research
      7. 12.6 Editing Focus: Integrating Sources and Quotations
      8. 12.7 Evaluation: Effectiveness of Research Paper
      9. 12.8 Spotlight on … Bias in Language and Research
      10. 12.9 Portfolio: Why Facts Matter in Research Argumentation
      11. Further Reading
      12. Works Cited
    11. 13 Research Process: Accessing and Recording Information
      1. Introduction
      2. 13.1 The Research Process: Where to Look for Existing Sources
      3. 13.2 The Research Process: How to Create Sources
      4. 13.3 Glance at the Research Process: Key Skills
      5. 13.4 Annotated Student Sample: Research Log
      6. 13.5 Research Process: Making Notes, Synthesizing Information, and Keeping a Research Log
      7. 13.6 Spotlight on … Ethical Research
      8. Further Reading
      9. Works Cited
    12. 14 Annotated Bibliography: Gathering, Evaluating, and Documenting Sources
      1. Introduction
      2. 14.1 Compiling Sources for an Annotated Bibliography
      3. 14.2 Glance at Form: Citation Style, Purpose, and Formatting
      4. 14.3 Annotated Student Sample: “Healthy Diets from Sustainable Sources Can Save the Earth” by Lily Tran
      5. 14.4 Writing Process: Informing and Analyzing
      6. Further Reading
      7. Works Cited
    13. 15 Case Study Profile: What One Person Says About All
      1. Introduction
      2. 15.1 Tracing a Broad Issue in the Individual
      3. 15.2 Case Study Trailblazer: Vilayanur S. Ramachandran
      4. 15.3 Glance at Genre: Observation, Description, and Analysis
      5. 15.4 Annotated Sample Reading: Case Study on Louis Victor "Tan" Leborgne
      6. 15.5 Writing Process: Thinking Critically About How People and Language Interact
      7. 15.6 Editing Focus: Words Often Confused
      8. 15.7 Evaluation: Presentation and Analysis of Case Study
      9. 15.8 Spotlight on … Applied Linguistics
      10. 15.9 Portfolio: Your Own Uses of Language
      11. Further Reading
      12. Works Cited
  4. Navigating Rhetoric in Real Life
    1. 3 Unit Introduction
    2. 16 Print or Textual Analysis: What You Read
      1. Introduction
      2. 16.1 An Author’s Choices: What Text Says and How It Says It
      3. 16.2 Textual Analysis Trailblazer: bell hooks
      4. 16.3 Glance at Genre: Print or Textual Analysis
      5. 16.4 Annotated Student Sample: "Artists at Work" by Gwyn Garrison
      6. 16.5 Writing Process: Thinking Critically About Text
      7. 16.6 Editing Focus: Literary Works Live in the Present
      8. 16.7 Evaluation: Self-Directed Assessment
      9. 16.8 Spotlight on … Humanities
      10. 16.9 Portfolio: The Academic and the Personal
      11. Further Reading
      12. Works Cited
    3. 17 Image Analysis: What You See
      1. Introduction
      2. 17.1 “Reading” Images
      3. 17.2 Image Trailblazer: Sara Ludy
      4. 17.3 Glance at Genre: Relationship Between Image and Rhetoric
      5. 17.4 Annotated Student Sample: “Hints of the Homoerotic” by Leo Davis
      6. 17.5 Writing Process: Thinking Critically and Writing Persuasively About Images
      7. 17.6 Editing Focus: Descriptive Diction
      8. 17.7 Evaluation: Relationship Between Analysis and Image
      9. 17.8 Spotlight on … Video and Film
      10. 17.9 Portfolio: Interplay Between Text and Image
      11. Further Reading
      12. Works Cited
    4. 18 Multimodal and Online Writing: Creative Interaction between Text and Image
      1. Introduction
      2. 18.1 Mixing Genres and Modes
      3. 18.2 Multimodal Trailblazer: Torika Bolatagici
      4. 18.3 Glance at Genre: Genre, Audience, Purpose, Organization
      5. 18.4 Annotated Sample Reading: “Celebrating a Win-Win” by Alexandra Dapolito Dunn
      6. 18.5 Writing Process: Create a Multimodal Advocacy Project
      7. 18.6 Evaluation: Transitions
      8. 18.7 Spotlight on . . . Technology
      9. 18.8 Portfolio: Multimodalism
      10. Further Reading
      11. Works Cited
    5. 19 Scripting for the Public Forum: Writing to Speak
      1. Introduction
      2. 19.1 Writing, Speaking, and Activism
      3. 19.2 Podcast Trailblazer: Alice Wong
      4. 19.3 Glance at Genre: Language Performance and Visuals
      5. 19.4 Annotated Student Sample: “Are New DOT Regulations Discriminatory?” by Zain A. Kumar
      6. 19.5 Writing Process: Writing to Speak
      7. 19.6 Evaluation: Bridging Writing and Speaking
      8. 19.7 Spotlight on … Delivery/Public Speaking
      9. 19.8 Portfolio: Everyday Rhetoric, Rhetoric Every Day
      10. Further Reading
      11. Works Cited
    6. 20 Portfolio Reflection: Your Growth as a Writer
      1. Introduction
      2. 20.1 Thinking Critically about Your Semester
      3. 20.2 Reflection Trailblazer: Sandra Cisneros
      4. 20.3 Glance at Genre: Purpose and Structure
      5. 20.4 Annotated Sample Reading: “Don’t Expect Congrats” by Dale Trumbore
      6. 20.5 Writing Process: Looking Back, Looking Forward
      7. 20.6 Editing Focus: Pronouns
      8. 20.7 Evaluation: Evaluating Self-Reflection
      9. 20.8 Spotlight on … Pronouns in Context
      10. Further Reading
      11. Works Cited
  5. Handbook
  6. Index

Learning Outcomes

By the end of this section, you will be able to:

  • Avoid bias and stereotyping in your writing.
  • Evaluate sources for language bias and stereotyping.

When you begin any research project, it is important to have set checks and balances to ensure you are not unknowingly imposing your own biases into your research. A bias is a personal and usually unreasoned judgment, or a prejudice. Although it may be impossible to function without any bias (good or bad), you can consider possible components of bias in your research. No document can be completely objective, for all documents are created by people who have been socialized in some way; therefore, it is helpful to think about the biases of authors of research documents. Many researchers are clear about their biases and state them in introductions to their writings, whereas others may use—or omit—evidence in a way that implies bias for or against the topic.

As a student researcher, seek to be as transparent and critically self-reflective as possible about your preconceptions and language use. Although you will revisit the concept of bias in source selection in The Research Process: Where to Look for Existing Sources, in this section you will look at bias in topic choice and language use.

Language Bias

Language bias refers to words and expressions that are offensive, demeaning, or prejudicial toward individuals or groups on the basis of gender, race, ethnicity, social class, appearance, physical or mental abilities, or sexual orientation. One form of language bias is sexist language that includes only one gender. The most common occurrence is use of the word man or men to stand for all people—including those who are not male. Language has changed to be more inclusive, with terms such as firefighter replacing fireman and mail carrier replacing mailman.

Another kind of language bias focuses on people’s health or abilities, indicating a person as a “victim” of a certain disease or “suffering from it.” Use unbiased language to identify the person as someone “with X disease.” Similarly, refer to a “person who is blind” rather than a “blind person.” This kind of language focuses on the person, not the disease or ability.

To avoid language bias, follow these guidelines:

  • Use currently accepted terminology when referring to groups of people. If you are writing about a group of people and are unsure of the proper terminology, research the most recent usage patterns before you write. The same is true for pronoun references, about which you can find more information in Editing Focus: Pronouns and Pronouns.
  • Be sensitive when referring to people with disabilities by using a “people first” approach. For example, say “a person who uses a wheelchair” instead of “a wheelchair-bound person.”
  • Avoid stereotyping—that is, attributing positive or negative characteristics to people on the basis of groups to which they belong. Although not strictly linguistic, stereotyping comes through in making assumptions about people. A stereotypical attitude would be to assume that all or most rich people act in certain ways and, conversely, that all or most poor people act in certain ways. Another stereotypical attitude would be to assume that a person who comes from a particular area of the country adheres to a certain political agenda.

Assignment: Reviewing Your Research Essay for Language Bias

First, review your essay, and speculate as to biases or blocks you may have incorporated while researching and writing. Freewrite, reflecting on these possibilities. Next, go through your essay one section at a time, and highlight any people references, pronouns, biased language, and instances of possible stereotyping. Using the information above and your reflective freewrite, complete a bias chart like the one shown in Table 12.9. Next, exchange your essay with two other classmates to see whether they detect bias of which you were unaware. After receiving feedback from two or three people, form a group and discuss what each of you found and how to use alternative language or references. Finally, revisit your freewriting after collaborating with your classmates to reconsider what you wrote before. Add a section to the freewrite in which you relate what your group discussed and what you may have learned from that discussion.

Essay Section Essay Language Possible Bias Possible Revision
Table 12.9 Bias chart

Publish Your Work

After completing your argumentative research paper, you should have a product to be proud of. Your instructor may have a plan to publish papers written by class members, or you may be interested in publishing on your own and joining a wider scholarly conversation. Consider submitting your work to one of these journals that publish undergraduate research:

In addition, if you have designed your research project as a solution to a local problem, consider finding venues to disseminate the information to those for whom it would be the most useful. This decision may mean adjusting the format, tone, language, and/or conventions of your work to address the needs of a specific audience.

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