About

The practice

Threshold Data Sciences publishes its research openly — the Threshold Effects series and the analysis section are the practice's public record — and takes a small number of advisory engagements built on the same methods. The name comes from econometrics: a threshold effect is a relationship that changes character once a variable crosses a critical value. Most of the questions this practice studies live on lines like that.

The running thesis, tested one issue at a time: rules change what organizations are required to do, but rarely change what they are, because outcomes route through organizational capacity the mandate cannot reach.

The founder

I'm Timothy D. Spivey. I'm a doctoral candidate in business administration (business analytics) at the University of South Alabama, and I've spent nearly twenty years in telecom and cable operations — building reporting pipelines, sitting in escalation calls, and watching compliance decisions get made under real pressure. That operational history is why the regulatory questions I study are the ones practitioners recognize, and why the analysis here reads differently from work done at a distance.

I've published two articles in the ISACA Journal, on security culture and shadow IT governance, and I hold an MBA in business analytics from the University of West Florida. My academic portfolio, teaching record, and CV live on my personal site; this site is the practice's.

Permissions

Quoting this site's work — with attribution to Timothy D. Spivey and Threshold Data Sciences — for scholarly, journalistic, or commentary purposes is welcome under normal fair-use practice. The written work itself is copyrighted and is not licensed for reuse, redistribution, or republication; for any use beyond quotation, ask first via the contact page.