Discussion Writing Guide

A skill for writing compelling discussion sections in academic papers. Covers the standard structure, strategies for interpreting results, addressing limitations, connecting to existing literature, and articulating the broader implications of your findings.

Discussion Section Structure

The Hourglass Model

The discussion mirrors the introduction in reverse -- it starts narrow (your specific findings) and broadens to implications:

Introduction:  Broad context -> Specific gap -> Your question
Discussion:    Your findings -> Broader literature -> Implications

Standard Structure:
  1. Summary of key findings (1-2 paragraphs)
  2. Interpretation and comparison with literature (bulk of section)
  3. Limitations (1-2 paragraphs)
  4. Implications and future directions (1-2 paragraphs)
  5. Conclusion (optional, or as separate section)

Paragraph-Level Template

def outline_discussion(findings: list[dict],
                       literature_connections: list[dict],
                       limitations: list[str],
                       implications: list[str]) -> dict:
    """
    Generate a structured discussion outline.

    Args:
        findings: List of dicts with 'result' and 'interpretation'
        literature_connections: Dicts with 'finding', 'related_work', 'comparison'
        limitations: List of limitation statements
        implications: List of implication statements
    """
    outline = {
        "opening_paragraph": {
            "purpose": "Restate the research question and summarize key findings",
            "template": (
                "This study examined [research question]. "
                "The principal finding was [main result], "
                "which [supports/contradicts/extends] [hypothesis or expectation]."
            ),
            "tips": [
                "Do NOT repeat numbers from Results -- summarize in words",
                "State whether hypotheses were supported",
                "Lead with the most important finding"
            ]
        },
        "interpretation_paragraphs": [
            {
                "finding": f["result"],
                "interpretation": f["interpretation"],
                "literature": next(
                    (lc for lc in literature_connections
                     if lc["finding"] == f["result"]), None
                )
            }
            for f in findings
        ],
        "limitations": {
            "items": limitations,
            "tip": "Frame limitations honestly but not apologetically"
        },
        "implications": {
            "items": implications,
            "tip": "Distinguish practical implications from theoretical ones"
        }
    }
    return outline