Methodology
Teach from the case, decide with evidence and reflect on practice. This is the pathway that structures ACE's courses, tools and editorial portal.
The learning pathway
Every unit follows the same sequence, so that the reasoning becomes a habit.
Case context
The situation as it presents itself to the professional: animal, environment, history, time and resource constraints.
Problems
Identifying what needs to be solved or explained, separating observed facts from interpretations.
Hypotheses
Plausible explanations and what each would imply for investigation and management.
Investigation
Seeking information: examination, further history, literature. This is where critical appraisal of evidence comes in.
Reasoned decisions
Choosing a course of action with explicit justification and acknowledged uncertainties.
Discussion of alternatives
What else would be defensible, why, and under which conditions the choice would change.
Outcome
What happened and what it teaches, without turning an outcome into proof of being right.
Reflection on practice
Recording what was learned and the gaps that call for scientific updating.
Reading evidence with judgement
Scientific studies vary in design, population, size and conflicts of interest. ACE uses a critical appraisal guide that asks: what is the study question, how was it designed, who was studied, what was measured, what are the limitations and what changes, or not, in practice. Reviews, consensus statements and preprints are identified as such.
Core scientific bibliography preferably from the last five years; older works are included when they are indispensable references, always identified and placed in context with recent evidence.
Controlled environment, real evidence
Guided practices are reproducible activities with described conditions, risks, verification criteria and closure. A practice is only declared performed when a record exists. No activity on the platform authorises intervention on real animals outside the applicable legal and supervisory conditions.
Content that is maintained, not just published
Every piece of content has an owner, a version, a review date and sources. Regulatory changes or new evidence trigger a review; the change is recorded and dated. A news item does not silently alter practice guidance.