I'm conducting conversation analysis on recorded interactions. Guide me: 1) Make detailed transcripts with Jefferson notation (pauses

Prompt
I'm conducting conversation analysis on recorded interactions. Guide me: 1) Make detailed transcripts with Jefferson notation (pauses
ChatGPTOpenAI
I'm conducting conversation analysis on recorded interactions. Guide me: 1) Make detailed transcripts with Jefferson notation (pauses

Certainly! Transcribing interactions using Jefferson notation is a systematic way to capture the nuances of conversation, including pauses, overlaps, and intonation. Here are some key elements and examples to help you create detailed transcripts:

Jefferson Notation Basics


  • Basic Speech: Transcribe verbal conversation normally.

  • Example: A: I went to the store.

  • Pauses:

  • Use brackets to indicate pauses in seconds.

  • Example: A: I went to the store [1.5] and I bought some milk.

  • Laughter:

  • Indicate laughter with "ha" or "he".

  • Example: A: That was so funny [laughs] ha ha!

  • Overlaps:

  • Indicate overlapping speech with square brackets.

  • Example: A: I went to the store [B: I was there too!]

  • Cuts/Incomplete Utterances:

  • Use a dash to show that a speaker has abruptly cut off their speech.

  • Example: A: I think I might go to-

  • Emphasis:

  • Indicate stress with asterisks.

  • Example: A: That is really important.

  • Volume:

  • Use uppercase letters for louder speech.

  • Example: A: I CAN'T believe it!

  • Intonation:

  • Use question marks for rising intonation and exclamation points for increased intonation.

  • Example: A: You're going to the party?


Example Transcript

Here’s a short example of how a conversation might be transcribed using Jefferson notation:

A: I think we should [1.0] go to the park today.
B: [overlapping] That sounds fun!
A: Yeah, but it might rain (.) [1.5] uh, what do you think?
B: [laughs] I don’t mind getting wet, really!

A: [2.0] I just feel like it’s been ages since we’ve done anything outside.
B: Exactly! And I need some fresh air. [2.0] *It’s* been too long!
A: [overlapping] Right! Let's just bring an umbrella or something.

B: Yes! [1.0] *If* we need to.
A: And snacks! [laughs] I can’t go anywhere without snacks.

B: [1.5] Who can? [laughs]
A: [2.5] (quietly) I can't believe how long it's been since we hung out.

Tips for Effective Transcription


  • Listen Multiple Times: It's helpful to listen to the recording several times to catch all nuances.

  • Use High-Quality Headphones: This can help you hear softer voices or overlapping speech more clearly.

  • Be Consistent: Stick to the notation rules throughout your transcript.

  • Clarify Context: Sometimes adding speaker labels or contextual notes can help clarify who is speaking or the setting.


By using these guidelines, you should be able to create detailed and informative transcripts that will assist you with your conversation analysis.

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GrokxAI
I'm conducting conversation analysis on recorded interactions. Guide me: 1) Make detailed transcripts with Jefferson notation (pauses

Introduction to Jefferson Transcription Notation


Jeffersonian transcription (developed by Gail Jefferson in conversation analysis) is a system for capturing the fine details of spoken interaction, emphasizing timing, intonation, pauses, overlaps, and non-verbal elements. It's not a verbatim word-for-word script but a tool to reveal how talk is structured socially. Your transcripts should focus on naturally occurring data, preserving the raw flow without "cleaning up" speech.

Key principles:

  • Accuracy and fidelity: Transcribe as close to the audio as possible; avoid interpreting or summarizing.

  • Selectivity: Include only details relevant to your analysis (e.g., pauses for hesitation, overlaps for interruptions).

  • Symbols: Use standardized notation (I'll outline the basics below). For full details, refer to Jefferson's original works or resources like "Transcribing Talk and Interaction" by Max Atkinson and Paul Drew.

  • Tools: Software like ELAN, Transana, or Praat can help align transcripts with audio timestamps.


Step-by-Step Guide to Creating Detailed Transcripts


Follow these steps for your recorded interactions. Aim for iterative passes: first for words, then for prosody, then for interactions.
  • Preparation

  • Listen repeatedly: Play the recording multiple times at normal speed, then slowed down (e.g., 0.5x in Audacity or VLC). Note timestamps for key moments.

  • Contextualize: Start each transcript with metadata: date, participants (use pseudonyms like "Doc" for doctor, "Pat" for patient), setting, and total duration.

  • Segment the interaction: Break into "turns" (speaker changes) or "episodes" (thematic units like greetings or questions). Use line numbers for easy reference.

  • Ethical note: Ensure you have permissions for recording and anonymize sensitive info (e.g., names, locations).

  • Basic Structure of a Transcript

  • Speaker labels: Left-align, in CAPS or bold (e.g., IRA:).

  • Utterances: Indent under the speaker. Use colons after labels for immediate speech.

  • Timestamps: Optional but useful—add [00:01.5] for start of a line.

  • Line breaks: Each new turn or significant pause gets a new line.


Example skeleton:
[Interaction: Doctor-Patient Consultation, 2023-10-01]
Participants: DOC, PAT
Duration: 2:30

1 DOC: So:: (0.3) what brings you in today?
2 (0.2)
3 PAT: Well I have this pain in my (.) knee.


  • Core Jefferson Notation Symbols

Use these to layer in details. Apply them precisely—e.g., measure pauses with a stopwatch.
  • Timing and Pauses

  • (0.5): Within-turn pause of 0.5 seconds (use actual measured time for pauses >0.2s; shorter ones as (.)).

  • (.) : Very brief pause (micropause, <0.2s).

  • No notation for "normal" flow—only mark disruptions.

  • Prosody and Sound Quality

  • °soft°: Quiet speech (degree symbols enclose).

  • >fast<: Speeded-up talk (angle brackets).

  • : Slowed-down talk.

  • ↑ : Rising intonation (pitch shift).

  • ↓ : Falling intonation.

  • : : Prolonged sound (e.g., so:: for stretched "so").

  • (h): Inbreath (audible breath).

  • .h: Outbreath.

  • ((sniffles)): Non-verbal actions or sounds in double parentheses (descriptive).

  • Overlaps and Interruptions

  • Simultaneous speech: Mark with [ on the first line and ] on the overlapping line.

4  DOC: Have you tried [ice?
5 PAT: [Yeah but it doesn't help.

  • Latching: = at end of one line and start of next (no pause, immediate continuation).

6  PAT: It hurts when I walk=
7 DOC: =Uh huh.

  • Unintelligible or Uncertain Speech

  • (word): Guess in single parentheses.

  • ((unclear)): If inaudible.

  • yeah ( ): Trailing off or cut off.

  • Stress and Emphasis

  • und: Underlining for stress (or bold in digital formats).

  • CAPS: Loud volume.

  • Other Elements

  • °°very soft°°: Multiple degrees for varying intensity.

  • >°quiet and fast°<: Combine symbols.

  • Line up overlaps vertically for clarity: Use spaces to align [ and ].

  • Building the Transcript Iteratively

  • Pass 1: Words only: Transcribe raw talk, ignoring filler words like "um" initially (but include them later—they're data!).

  • Pass 2: Add timing: Insert pauses and latches. Time everything.

  • Pass 3: Prosody: Mark intonation, volume, speed.

  • Pass 4: Interactions: Add overlaps, repairs (e.g., self-corrections like "I mean"), and non-verbals (e.g., ((coughs)) or ((looks away))).

  • Pass 5: Refine: Check for accuracy by re-listening. Add footnotes for context (e.g., Note: Background noise from phone).

  • Full Example Transcript Snippet

Here's a short example from a hypothetical doctor-patient interaction, using Jefferson notation:

[Consultation, Clinic, 2023-10-01]
Participants: DOC (female, 40s), PAT (male, 50s)
Duration excerpt: 0:45-1:15

1 DOC: Good morning Mister Smith (.) how are you↑ feeling today?
2 (0.4)
3 PAT: Not grea:t °actually° (h) I got this (.) head↓ache that won’t go away.
4 DOC: [Uh huh=
5 PAT: [It’s been (.) three days now=
6 DOC: =Mhm. .hh When did it start exactly?
7 (0.2)
8 PAT: >Last Friday< I think (.) after work.
9 ((DOC nods, types on computer))
10 DOC: °Okay° (.) any nausea with that?
11 (1.2) <<long pause, PAT looks thoughtful>>
12 PAT: Yeah (.) sometimes.

Analysis notes (for your use): The 1.2s pause in line 11 might indicate hesitation or recall effort, common in medical histories.

  • Best Practices and Common Pitfalls

  • Consistency: Stick to one font/spacing system (e.g., Courier for monospacing alignments).

  • Objectivity: Don't add interpretations in the transcript itself—save for separate analysis (e.g., "This overlap shows competing turns").

  • Length: For long recordings, transcribe key segments first; full transcripts can be exhaustive.

  • Pitfalls to avoid:

  • Over-notating: Only include what's audible and relevant—don't guess.

  • Ignoring context: Note if speech is overlapped by noise.

  • Punctuation: Use sparingly—colons for continuations, periods for stops, but intonation symbols handle most.

  • Analysis Tie-In: Once transcribed, code for patterns like turn-taking violations, repair sequences, or adjacency pairs (question-answer).


Next Steps for Your Analysis


  • Resources:

  • Jefferson, G. (2004). "Glossary of Transcript Symbols with an Introduction."

  • Online: CA tools at talkbank.org or the Jefferson transcription tutorial on YouTube.

  • Practice: Start with a 1-minute clip from your recordings. Share a sample (anonymized) if you want feedback on notation.

  • Customization: If your interactions involve specific elements (e.g., multilingual overlaps or video non-verbals), adapt symbols accordingly—Jefferson is flexible.


This should get you started on detailed, analyzable transcripts. If you have a specific recording excerpt or need clarification on a symbol, provide more details!
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MistralMistral AI
I'm conducting conversation analysis on recorded interactions. Guide me: 1) Make detailed transcripts with Jefferson notation (pauses

Conducting conversation analysis (CA) with detailed transcripts using Jefferson notation is a meticulous process that involves capturing the nuances of spoken interaction. Here’s a step-by-step guide to help you create detailed transcripts with Jefferson notation, focusing on pauses:

Step 1: Prepare Your Tools


  • Recording Device: Ensure you have high-quality recordings.

  • Transcription Software: Use software like ELAN, CLAN, or even a simple text editor.

  • Jefferson Notation Guide: Keep a reference guide handy for Jefferson notation symbols.


Step 2: Listen to the Recording


  • Initial Listening: Play the recording multiple times to get a sense of the interaction.

  • Segmentation: Break down the recording into manageable segments.


Step 3: Transcribe the Interaction


  • Verbatim Transcription: Write down exactly what is said, including all the "ums," "uhs," and other fillers.

  • Pauses: Note the pauses using Jefferson notation.


Step 4: Apply Jefferson Notation


Jefferson notation includes symbols for various aspects of speech, including pauses. Here are some key symbols related to pauses:
  • (.): Micro-pause (less than 0.2 seconds)

  • (0.2): Timed pause (e.g., 0.2 seconds)

  • ((pause)): Longer pauses or unspecified length pauses


Step 5: Detailed Transcription Example


Here’s an example to illustrate how to transcribe a segment of conversation with Jefferson notation:

Original Dialogue:


  • Speaker A: "Um, I think we should (pause) go to the park."

  • Speaker B: "Yeah, (pause) that sounds good."


Transcription with Jefferson Notation:


  • Speaker A: Um, (0.5) I think we should (.) go to the park.

  • Speaker B: Yeah, (0.3) that sounds good.


Step 6: Review and Refine


  • Accuracy Check: Listen to the recording again to ensure accuracy.

  • Consistency: Ensure consistent use of notation throughout the transcript.

  • Feedback: If possible, get feedback from peers or experts in CA.


Step 7: Analyze the Transcript


  • Identify Patterns: Look for patterns in the use of pauses and other features.

  • Contextual Analysis: Consider the context in which pauses occur (e.g., turn-taking, topic shifts).

  • Interpretation: Interpret the significance of pauses in the interaction.


Step 8: Document Your Findings


  • Report Writing: Write a detailed report of your findings.

  • Examples: Include examples from your transcripts to support your analysis.

  • Conclusions: Draw conclusions based on your analysis.


Additional Tips


  • Practice: The more you practice, the better you’ll get at identifying and transcribing subtle features of speech.

  • Resources: Use resources like books on conversation analysis and online tutorials.

  • Collaboration: Work with others to compare notes and improve your skills.


By following these steps, you’ll be able to create detailed transcripts with Jefferson notation, focusing on pauses, and conduct a thorough conversation analysis.

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Analysis

This comparison demonstrates the different approaches each AI model takes when responding to the same prompt. Here are the key differences observed:

Response Characteristics

ChatGPT: Provides a concise response with 55 sentences.

Grok: Provides a direct response with 136 sentences.

Mistral: Provides a direct response with 37 sentences.

Key Takeaways

  • Each model brings unique strengths to this type of query
  • Response styles vary significantly between models
  • Consider your specific use case when choosing between these models

Try This Comparison Yourself

Want to test these models with your own prompts? Visit SNEOS.com to compare AI responses side-by-side in real-time.


This comparison was generated using the SNEOS AI Comparison ToolPublished: October 15, 2025 | Models: ChatGPT, Grok, Mistral