Guide · Academic Writing

Models, Workflows, and Troubleshooting

Academic argument, research, and revision

Worked models, research and citation workflows, revision examples, an integrity audit, and practical troubleshooting.

Use the Shared Teaching Dossier

These models use the fictional records in Chapter 1. Record A counts 1,000 weekday boardings before and 1,200 after a service change. Record B leaves the last departure at 20:10. Record C is an open survey of twenty volunteers after the change; eight report a 20:30 class ending. These are invented practice records, not real research. There is no comparison route, before survey, random sample, or reliability measure.

Academic Paragraph Model

Increased boardings do not establish that late-class scheduling needs were met. Record A shows greater use, but it counts trips rather than unique riders. Record B’s 20:10 last departure precedes the 20:30 class ending reported by eight volunteers in Record C. Those measures can coexist: more trips may be taken while a timing mismatch remains. The survey identifies an issue for these respondents; it cannot establish the campus-wide scale of that issue.

The paragraph moves from a claim through a comparison to a qualified inference. Its record labels are practice locators, not a substitute for citations to real sources in coursework.

Completed Evidence-Record Example

  • Question: What do the records establish about evening access?
  • Claim: The final departure precedes the late class ending reported by eight volunteers.
  • Sources and locators: fictional Record B, timetable row; Record C, method and item 3.
  • Support: 20:10 departure compared with 20:30 class ending.
  • Limit: A voluntary sample does not represent all students; no earlier survey establishes a change in their experience.
  • My analysis: Usage and schedule compatibility answer different questions. Retain both in the evaluation.
  • Decision: Use for the limited comparison; do not claim universal failure or causal success.

The blank research matrix and its continuation page use the same fields. Add full bibliographic details and the version consulted for actual sources. Never replace a missing source with “verified study, p. 42.”

Argument Map

  1. Define evening access for this question as a scheduled departure after the specified class ending.
  2. Present the boarding increase accurately as trips.
  3. Compare the timetable with the late-class reports.
  4. Explain why greater usage can coexist with a scheduling mismatch.
  5. Acknowledge that greater use is relevant evidence of demand.
  6. Limit conclusions about population, causation, reliability, and other dimensions not measured here.

Weak-to-Strong Revision

Before: “Forty per cent of students cannot get home.”

After: “Eight of twenty survey volunteers reported a class ending after the last bus.”

The correction changes both the population and the outcome. Missing the scheduled bus is not evidence of having no possible way home. The arithmetic alone could not make the original claim sound.

Research and Citation Workflow

Translate the question into search concepts. Read the relevant source, inspect its method and scope, and record its creator, title, date or version, locator, and access information. Separate exact quotation, paraphrase, and your analysis. Compare disagreeing sources before deciding what their evidence permits. Use the assignment’s required citation system and official guidance for the relevant source type.

Revision and Integrity Audit

  • Does the thesis answer the prompt within the allowed scope?
  • Does each source support its attached claim in context?
  • Are borrowed words and ideas attributed, with accurate locators?
  • Have contrary evidence and limitations influenced the argument?
  • Do disclosures accurately describe permitted assistance, collaboration, and reuse?
  • Do the final manuscript and its reference list agree?
  • Does the exported file preserve readable structure and the intended version?

Troubleshooting

When the draft becomes a list of sources, group them around a claim or disagreement. When a source is unavailable, record what you actually consulted. When a claim outruns the evidence, narrow the answer or obtain suitable evidence. When feedback conflicts, identify the underlying reader concern and the governing assignment requirement before deciding what to change.