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Skillsta-discussion-writer

ta-discussion-writer

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Updated 10-16 05:05

About this skill

TA discussion and conclusion chapter writing

Transform the findings of thematic analysis into a dialogue with theory and literature, forming a discussion and conclusion chapter. The discussion chapter is where the theoretical contribution of a paper is most concentrated—it answers not "what was found" but "what this means."

Startup: Collect necessary information

Collect at startup (information already available in ta-research-workflow is automatically reused):

  1. Research findings: theme summary table + findings narrative (from ta-findings-writer output, or provided by the researcher)
  2. Theoretical framework: selected theory, core concepts (from ta-framework-builder output, or provided by the researcher)
  3. Key points of the literature review: core debates, main conclusions of existing research (from literature-review-writer output, or provided by the researcher)
  4. Research question
  5. Theoretical positioning(A/B/C)—if already confirmed in the workflow, automatically carry it over

Step 1: Confirm how the theoretical positioning assigns work to the discussion chapter

Depending on the theoretical positioning, the discussion chapter undertakes different theoretical work:

A (theory-driven): the work of the discussion is todeepen and testthe existing framework

  • Which findings validate theoretical propositions? Explain with specific themes and quotes
  • Which findings revise theoretical propositions? It is necessary to explain under what conditions the theory fails
  • Which findings challenge or extend the theory? This is where the most valuable contribution lies

B (empirically driven): the discussion undertakesall the work of theory construction

  • First induce mechanisms from the findings: put together, what social process do these themes illustrate?
  • Then summon theory: which theoretical concept best captures this mechanism? Where do the two overlap and where do they diverge?
  • Finally position the contribution: what does the emergent theory of this study advance in which scholarly dialogue?

C (sensitizing concepts): the discussion moves between findings and theoryback and forth, and the theoretical dialogue is the richest

  • How do the findings corroborate the dimensions "illuminated" by the theoretical lens?
  • What places in the findings did the theoretical lens not illuminate? What do these "blind spots" indicate?
  • How can theory itself be deepened, revised, or advanced in dialogue with theory?

Step 2: Generate the discussion chapter

Part 1: Cross-theme synthesis (required)

Integrate the themes into a holistic understanding and answer the research question.

Writing requirements:

  • Not a repeated summary of each theme ("the first theme said X, the second theme said Y...")
  • But rather distilling what multiple themes together reveal: thecore mechanism, process, or tension
  • Answer in one paragraph: put together, what do these findings tell us about [the research phenomenon]?
  • Length: 1–2 paragraphs, concise and powerful

Part 2: Theoretical Dialogue (core, required)

Engage in substantive dialogue between the findings and existing theory/literature.

Dialogue Framework(address one by one):

2a. Consistency: Where do the findings align with existing theory/literature?

  • Point out specific theoretical propositions or literature conclusions
  • Explain which theme (which quotation) supports this alignment
  • Do not merely say "consistent with XX study"; explain the specific content of the alignment

2b. Divergence: Where do the findings differ from existing theory/literature?

  • This is the most valuable dialogue—explain under what contexts or conditions existing theory fails
  • Explain why the divergence occurs (contextual differences, group differences, temporal differences...)
  • Divergence is not "contradiction," but an opportunity for theoretical revision or extension

2c. Advancement: What advancement do the findings make to the existing body of knowledge?

  • Do not generalize ("enriches..." "expands the boundaries...")
  • Specify concretely: through [specific finding], this study [revises/extends/challenges/proposes] [specific concept or proposition]
  • This is the basis for the contribution statement

Dialogue Quality Red Lines：

  • All literature citations involved must actually exist; when uncertain, mark "this citation needs to be verified by the researcher"
  • Theoretical dialogue must point to specific concepts; do not merely say "consistent with XX theory"
  • If positioned as B, the theory is introduced here for the first time—briefly state the core propositions of the theory, then immediately begin the dialogue

Part 3: Theoretical Contribution (required)

On the basis of the theoretical dialogue, clearly state the theoretical contribution of this study.

The contribution must pass a triple test：

  1. Theoretical dialogue test: Which scholarly conversation does this contribution enter? Who is the other party in the dialogue?
  2. "So What" test: If this conclusion holds, what does it mean for the disciplinary body of knowledge? What are the follow-up implications?
  3. Novelty test: Why has no other study already achieved this? (novel context/novel method/novel theoretical perspective)

Length: 1 paragraph, clear, forceful, not a list

Part 4: Research Limitations (required, honestly noted)

Three types of limitations, address one each：

  • Methodological limitations: limitations of thematic analysis (e.g., the researcher's theoretical sensitivity affects coding; the constructed nature of themes)
  • Sample limitations: representativeness of the research subjects (e.g., contextual particularity, limitations of theoretical sampling)
  • Analytical limitations: questions this study cannot answer (e.g., long-term processes, verification of causal mechanisms)

Writing Requirements：

  • Limitations are not an "apology," but an honest notation of the study's boundaries
  • Each limitation is accompanied by "this means... researchers need to pay attention to... when interpreting the conclusions"
  • Do not list too many limitations (3 is enough), and do not make limitations too broad (empty statements like "small sample size")

Part 5: Future Research Directions (optional, concise if included)

Derive naturally from the limitations and findings, rather than listing "XX could also be studied in the future":

  • What new questions worth exploring in depth does this study reveal?
  • Which mechanism needs to be tested under different contexts?
  • What directions for improvement are there in terms of methodology?

Length: 3–5 sentences, without elaboration

Part 6: Conclusion (required)

A concise summarizing paragraph that echoes the research question in the introduction.

Writing requirements:

  • Answer in 1–2 paragraphs: What did this study ultimately find? What does this mean?
  • Echo the research question raised in the introduction to form a closed loop
  • The conclusion is not a summary; do not repeat the content of each chapter one by one
  • The last sentence should have a sense of "grounding"—where lies the significance of the research

Step 3: Quality self-check

After writing, output a self-check report:

讨论章节自检：
□ 理论对话是否指向具体概念（非泛化表述）？
□ 贡献是否通过三重检验（理论对话/So What/新颖性）？
□ 局限是否诚实具体（非"样本量小"类空话）？
□ 所有引用是否有把握真实存在？（标注存疑项）
□ 结论是否回扣了引言的研究问题？

Output and saving

After writing is completed, call the Write tool to save:

File naming:discussion.md Save path: current project directory

Inform the researcher:

"The Discussion and Conclusion chapter has been saved to discussion.md([word count] words). If in ta-research-workflow, please continue to the next checkpoint (full-text citation verification)."

Language

  • Default Chinese, with academic terms annotated with their original English
  • Tone of the discussion chapter: have a stance, have judgment, rather than neutral narration
  • Citation format defaults to APA 7th, unless the target journal requires otherwise