Ideas for measurement that matters. How phenomenon-driven thinking changes the way we understand impact, validity, and organizational learning.https://www.evaluoi.ai/https://www.evaluoi.ai/post/whose-words-do-you-use-when-you-develop/https://www.evaluoi.ai/post/whose-words-do-you-use-when-you-develop/Why naming a phenomenon is the first step to understanding it, and why borrowed concepts always need contextualizationThu, 09 Apr 2026 00:00:00 GMThttps://www.evaluoi.ai/post/focus-without-the-whole-picture/https://www.evaluoi.ai/post/focus-without-the-whole-picture/Why "what you focus on will grow" is dangerous advice without understanding what the focus is directed atTue, 24 Mar 2026 00:00:00 GMThttps://www.evaluoi.ai/post/what-if-historical-data-matters/https://www.evaluoi.ai/post/what-if-historical-data-matters/Organizations invest millions in development yet every initiative starts from zero. What if your historical data could become the foundation for cumulative learning?Thu, 19 Mar 2026 00:00:00 GMThttps://www.evaluoi.ai/post/when-measurement-becomes-the-intervention/https://www.evaluoi.ai/post/when-measurement-becomes-the-intervention/What self-regulated learning theory, the theory of planned behavior, and self-efficacy research reveal about why measurement changes behavior, and how this can be leveraged in organizational evaluation using scaffolding principlesWed, 18 Feb 2026 00:00:00 GMThttps://www.evaluoi.ai/post/how-to-put-numbers-on-the-table/https://www.evaluoi.ai/post/how-to-put-numbers-on-the-table/Testimonials aren't enough. Learn how to turn coaching and training impact into numbers that convince procurement teams.Mon, 26 Jan 2026 00:00:00 GMThttps://www.evaluoi.ai/post/small-samples-big-decisions/https://www.evaluoi.ai/post/small-samples-big-decisions/A small sample size does not prevent decision-making – it changes the form of the question. A Bayesian approach tells you what can be inferred from your data, even with only 20 respondents.Fri, 09 Jan 2026 00:00:00 GMThttps://www.evaluoi.ai/post/smart-sane-a-framework-for-meaningful-measurement/https://www.evaluoi.ai/post/smart-sane-a-framework-for-meaningful-measurement/SMART goals meet measurement quality. Learn the SANE criteria for building instruments that actually work: Specific to phenomenon, Actionable, Nuanced, Evidenced.Fri, 09 Jan 2026 00:00:00 GMThttps://www.evaluoi.ai/post/why-generic-measurement-tools-fall-short/https://www.evaluoi.ai/post/why-generic-measurement-tools-fall-short/Engagement surveys and pulse tools measure what's easy, not what's important. Learn the difference between collecting responses and building real understanding.Thu, 01 Jan 2026 16:31:48 GMThttps://www.evaluoi.ai/post/measurement-starts-with-the-phenomenon-not-with-questions/https://www.evaluoi.ai/post/measurement-starts-with-the-phenomenon-not-with-questions/Most measurement fails before the first question is asked. Learn why defining the phenomenon first is essential for producing data that actually supports decision-making.Thu, 01 Jan 2026 14:55:47 GMThttps://www.evaluoi.ai/post/what-chatgpt-reveals-about-organizational-measurement/https://www.evaluoi.ai/post/what-chatgpt-reveals-about-organizational-measurement/We asked ChatGPT to recommend a flexible measurement tool for organisations. The answers revealed fundamental assumptions about what measurement means – and what gets left out.Thu, 01 Jan 2026 00:00:00 GMThttps://www.evaluoi.ai/post/what-else-could-we-measure/https://www.evaluoi.ai/post/what-else-could-we-measure/"What else could we measure?" is often the wrong question. Learn why measurement produces value when it starts from phenomena and objectives – not from available data.Fri, 19 Dec 2025 11:43:26 GMThttps://www.evaluoi.ai/post/measurement-intelligence-manifesto/https://www.evaluoi.ai/post/measurement-intelligence-manifesto/Most organizational measurement fails the basic requirements of validity. Surveys are sent, dashboards built – yet when it matters, the answer is "it feels like it worked." evaluoi.ai changes this.Sun, 14 Dec 2025 00:00:00 GMT