Start with what must stay the same
Adapting a finding is not the same as changing it. An academic reader may want to inspect methods and compare your work with earlier studies. A nontechnical reader may first want to know what the finding means for a decision. Both need an accurate account of what was studied, what the evidence shows and what remains uncertain.
Before drafting either version, write a plain core statement for each main finding. For example, imagine a student survey about library opening hours. A defensible core statement might be: “Among students who responded, evening access was a recurring concern, but the survey cannot tell us how all students feel.” Keep that meaning intact as you change the surrounding explanation. Avoid turning “respondents reported a concern” into “students need longer hours” unless the evidence supports the broader claim.
It helps to separate three layers: the observation, your interpretation and a possible response. Survey comments about evening access are observations. The idea that current hours may be inconvenient is an interpretation. Testing a later closing time is a possible response. Labeling those layers prevents a recommendation from sounding like a proven result.
Find out what each audience needs to do
Audience is more than a choice between formal and simple language. Ask what readers already know, what questions they are likely to raise and what they might do after reading. Academic readers may look for definitions, sampling details, analytical choices and alternative explanations. A campus service manager may need the main pattern, who it affects and what information is still needed before changing hours.
Choose the order of information accordingly. An academic account might open with the research question and method, then present results and limitations before discussing implications. A brief for service staff could begin with the relevant finding, explain its practical significance, and then give enough methodological detail to judge how much weight to place on it. Neither order is inherently more rigorous; rigor depends on whether readers can trace the claim back to appropriate evidence.
Do not assume a nontechnical audience needs a cheerful summary or a single takeaway. People making decisions often need to understand trade-offs. If respondents asked for later access but the survey did not examine staffing or cost, say so. That distinction helps readers see where the research ends and operational judgment begins.
Translate the explanation, not the evidence
Technical terms can be useful when they carry a precise meaning. Define them when needed rather than replacing them with a vague phrase. For instance, “response bias” can be explained as the possibility that people who chose to answer the survey differ from those who did not. In an academic paper, you might also describe how recruitment worked and how that possibility affects interpretation. In a short public-facing summary, one clear sentence may be enough to flag the limitation.
Apply the same care to numbers, comparisons and uncertainty. If a result describes only survey respondents, retain that denominator in every version. If groups appear to differ, distinguish the measured difference from an explanation for it. Words such as “suggests,” “is consistent with” and “shows” carry different levels of confidence; choose one that fits the evidence rather than the audience’s appetite for certainty.
A useful editing test is to place the academic and nontechnical versions side by side. Underline the main claim, population, time frame and limitation in each. If one version drops a condition that changes the meaning, restore it. Simpler sentences should make the reasoning easier to follow, not make the conclusion stronger.
Choose a format that supports the question
Format affects what readers notice. A paper or detailed report can accommodate methods, tables and extended discussion. An executive summary can foreground findings and decisions, with a route to the fuller account. A presentation may work best when each slide answers one question rather than compressing a report into small text.
Use visuals when they clarify a comparison or pattern. A chart of responses about library hours, for example, should state who answered, what question they were asked and what the chart does not establish. Give categories readable labels and explain any grouping that might change the apparent pattern. If a short sentence communicates the result more clearly than a chart, use the sentence.
Match the level of detail to the task without hiding supporting material. A service manager might need a concise summary of the survey’s scope and limitations, plus access to the full questionnaire and method. An academic reader may expect those details in the main report or an appendix. In both cases, the reader should be able to distinguish evidence from interpretation.
Check both versions before sharing
Ask someone resembling each intended audience to explain the finding back to you. Listen for two kinds of trouble: confusion about what happened and confidence that goes beyond the evidence. If a reader thinks the survey represents every student, clarify the sample. If a reader cannot see why the result matters, connect the finding to the question it helps answer.
Finally, check that the headline, summary, visual labels and conclusion agree with the body text. Readers may see only one of those elements. Each should communicate a fair version of the finding, even when it stands alone. Effective adaptation gives different audiences a useful entry point into the same research—not a different set of facts.
