ARTICLES
Insights for association leaders.
Fifteen years of working exclusively with associations gives us a particular view of what's happening across the sector.
These articles are drawn directly from our work: what we're seeing, what the data is telling us, and what it means for your association.
How many responses does your survey really need?
September 2026
It is one of the first questions associations ask when planning member research. But the answer has less to do with the size of your membership than many boards expect. What matters most is how the results will be used, and which member groups you need to understand with confidence.
How is the association sector adapting to AI?
September 2026
AI is increasingly a focus of the research we conduct for associations. Associations want to understand how their members are using AI, where they need support and how it is changing their profession or industry. At the same time, association leaders are asking another question: what are other associations doing?
How industry research creates impact and drives change
September 2026
Two recent Survey Matters projects have been featured in Convenience World in the same month. We thought this was a useful reminder that strong industry research does more than produce a report. It gives associations evidence they can use in media, advocacy and member conversations long after launch.
Member retention: Our data suggests budget restraint isn’t always the whole story
September 2026
Budget pressure may prompt members to leave an association, but our benchmarking data shows more members leave because they no longer see sufficient value. Can you untangle the cost and value equation?
COSBA 2026 Small Business Perspectives Report - When research becomes part of the conversation
August 2026
Good research does more than describe what members are experiencing - it creates evidence that can be used by media, industry and policymakers. COSBOA’s 2026 Small Business Perspectives Report shows what happens when robust research moves beyond the organisation that commissioned it and becomes part of a wider conversation.
What happens when trust in standards falls.
August 2026
Recent scrutiny of Australia’s accounting and audit sector has raised a broader question about professional self-regulation: what happens when confidence in the standards system begins to break down? In this article, we look at why associations need evidence that their standards are understood, trusted and working, and what is at risk for both self-regulation and membership when that trust is lost.
Trusted research starts with the process.
August 2026
Members are more likely to give you honest answers when they trust what will happen to their responses. And decision-makers are more likely to use research when they trust how the findings were produced. From confidentiality and sampling to identifying questionable responses, protecting data from inappropriate AI use and closing the loop with members, trust needs to be built into every stage of the research process. We look at some of the practical disciplines that turn survey responses into evidence people can rely on.
Association trust is more valuable than ever
August 2026
As trust becomes more selective and information harder to assess, associations have an advantage that is difficult for competitors to replicate: their standing as a credible voice for their profession or industry. We look at why that trust matters to the association value proposition - and why associations should be measuring it rather than assuming it.
What the 2026 Membership Marketing Benchmarking Report Tells Australian Associations (and What It Can't)
July 2026
Marketing General Incorporated's Membership Marketing Benchmarking Report is the most widely cited membership benchmark in the world, and the 2026 edition makes sobering reading. Membership growth has fallen to one of the lowest levels since the report's inception. Renewal rates are softening, and confidence in the value proposition is slipping.
AI, Professional Change and the Critical Role of Associations: Highlights from the AuSAE Webinar
July 2026
In AuSAE's most recent Open Access Webinar, Brenda Mainland from Survey Matters unpacked what the latest Australian research really tells us about AI's impact on the workforce, and made a compelling case for why associations, not training providers, are best placed to guide members through this transition.
AI-Assisted Qualitative Interviews: What They Could Mean for Your Association
July 2026
A newer research tool is starting to close that gap. AI-assisted, or AI-moderated, interviews use conversational AI to run open-ended, adaptive interviews with far more people than a human research team could manage in the same timeframe, or with the same budget.
What Australia's National AI Standards Mean for Associations
July 2026
Australia's National AI Standards will be mandatory. This article looks at what the new framework and Office of AI mean for associations, what association leaders can learn from the peak bodies shaping the new AI rules and how to be heard before rules are set.
The Australian AI Jobs Story May Be Different to What We Expected
May 2026
New Australian research is challenging the assumption that AI will simply reduce jobs. Instead, firms adopting AI are often hiring more workers and placing greater value on adaptability, judgement and communication skills. This article explores what the latest CSIRO findings could mean for professional associations, workforce planning and the future of knowledge-based professions in Australia.
Why I Created the AI Skills Readiness Index
May 2026
Artificial intelligence is reshaping the Australian workforce faster than many professions are prepared for. As both a researcher working closely with professional associations and a parent watching young adults enter a changing workforce, I created the AI Skills Readiness Index to help professions understand where they stand today and how we can ensure Australians are equipped to thrive in the world of AI without leaving people behind.
Four Disciplines that Separate Good Research from a Software Export
May 2026
Most associations run member research internally at some point. We understand why. On the surface, surveys can appear straightforward. The challenge is that good research is not defined by how many responses were collected, but by whether the evidence is robust enough to support confident decision-making.
The Member Value Gap: What Over 50,000 Members Tell Us
May 2026
After fifteen years of working with Australian associations, the question most associations ask us - and almost none can answer with evidence - is whether members value what they offer. Almost every association we have worked with has some form of member value gap, and our benchmark data suggests that understanding it is key to avoiding attrition.
Retention in an Era of Uncertainty: Why Membership Has Become a Risk Issue
April 2026
Member retention is no longer just a renewal‑time issue. Artificial intelligence, economic uncertainty and global instability are changing how members assess value and relevance - with clear implications for risk management in associations.
What Drives Renewal: Evidence from our Member Data
April 2026
Member retention is an important benchmark for associations. Drawing on our research with association members over the past decade, this article examines members’ likelihood of renewing and the reasons why they may not renew.
Latest Research: The Generational AI Divide Is Becoming a Structural Risk for Professions
March 2026
AI is already embedded in how work gets done, but capability is not keeping pace. New research from RMIT and Deloitte Access Economics reveals a growing generational divide between those who are supported to build AI skills and those left to work it out alone, with real implications for productivity, wages, and professional standards. For associations, this shift raises a sharper question: how do you keep your whole profession moving forward, not just parts of it?
From Opinion to Evidence: How to Build Industry Data that Stands Up
March 2026
If your advocacy isn’t backed by credible data, it’s built on opinion. And opinion doesn’t hold up when decisions are on the line. Most associations know they need better industry data, but it often gets pushed aside for more immediate priorities. This piece outlines a practical way to build industry data you can stand behind, strengthening your position with government, your board, and your members, without overloading your team.