Incomplete data
Decisions are made on partial or stale information that obscures the true scope of the problem.
Evidence-based research, analytics, and net-impact analysis for governments, communities, and institutions across Canada. We combine deep methodological rigour with multicultural sector expertise to surface insights that change outcomes.
of strategic decisions fail because the underlying evidence is incomplete, outdated, or contextually wrong.
Canadian public spending on community programs each year is shaped by research evidence. The quality of that evidence determines impact.
core service practices — from primary data collection through advanced geospatial analysis and multicultural sector engagement.
Even well-resourced organisations make the wrong call. Not because the intent is wrong — because the evidence underneath the decision is fragmented, late, or doesn't reflect the community it's meant to serve.
We exist to fix the layer beneath the strategy: the data, the analysis, and the lived context that should drive every choice.
Decisions are made on partial or stale information that obscures the true scope of the problem.
Findings get applied across populations they were never validated against — particularly in multicultural settings.
Evaluation stops at outputs. Without measuring net impact, programmes can't course-correct.
EBDM is the discipline of bringing the best available evidence into every strategic decision, then tracking whether the resulting action created the outcome it promised. Our work covers the full arc — from the moment a question is framed to the year-three impact study.
We embed with stakeholders to map the question, the constraints, and what a useful answer would actually look like.
Primary surveys, structured interviews, secondary scans, administrative records — collected at the appropriate ethical bar.
Statistical and spatial methods, qualitative coding, mixed-methods triangulation — chosen for the question, not the toolkit.
We make the evidence legible. Plain-language briefs, visuals decision-makers can act on, options laid out with trade-offs.
Net-impact evaluation continues after the report. We track whether the decision actually changed the outcome.
Every engagement draws from a defined set of methods we have refined across health, education, government, nonprofit, and community work.
Surveys, interviews, focus groups, and ethnographic fieldwork built for the populations being studied.
Clean, validated, well-documented pipelines that let analysts spend time on questions, not cleanup.
Statistical modelling, predictive analysis, and interpretive reporting that decision-makers can read.
Spatial analysis that surfaces patterns invisible in a spreadsheet — service deserts, access gaps, catchments.
Theory-of-change frameworks plus net-impact studies that measure what changed, for whom, and at what cost.
Community-rooted methods that produce evidence reflecting Canada’s actual demographic reality.
Decisions made on incomplete or outdated data
Rigorous primary collection with built-in data validation and freshness audits.
Findings that don't reflect the community
Multicultural sector engagement built into every methodology, not bolted on.
Programmes that can't prove their net impact
Theory-of-change frameworks + counterfactual analysis from day one.
Reports that decision-makers can't actually use
Plain-language briefs, action-mapped recommendations, presentation support.
Spatial patterns hidden inside row-based data
GIS-led analysis that surfaces service gaps, access deserts, and catchments.
Evaluations that stop at outputs instead of outcomes
Net-impact measurement that follows decisions through to year-three outcomes.
“Real knowledge is to know the extent of one's ignorance.”
LIIMRA is a research and analytics consultancy based in Edmonton, Alberta. We work with governments, nonprofits, academic institutions, and community organisations on questions where the answer actually has to be right.
Our team is small, multidisciplinary, and committed to evidence-based decision-making as both a method and a posture. We say what the data shows, including when it is uncomfortable.
Years of cumulative research practice across the senior team.
Languages collectively spoken across our analyst and field team.
Most engagements begin with a 30-minute call. We will scope the question, suggest a methodology, and tell you honestly whether we are the right team for the work — or who is.
Serving clients across all Canadian provinces and territories
Project enquiries answered within one business day
Interested in joining LIIMRA Partners? Reach out to us.