Trend Analysis

A technique that applies mathematical models to past performance data to predict likely future results.

Key Points

  • Looks at historical data over time to spot patterns and direction of change.
  • Uses statistical methods (e.g., regression, moving averages) to project future performance.
  • Helps forecast cost, schedule, quality, and risk metrics and supports proactive decisions.
  • Relies on consistent, accurate data and periodic review to confirm assumptions remain valid.

Example

A project manager tracks monthly CPI and SPI and fits a trendline to the last six months of data to forecast the final cost and completion date. Seeing CPI trending downward, the PM implements cost controls and negotiates scope adjustments to prevent overruns.

PMP Example Question

A PM uses a regression line on the last eight months of CPI data to predict the projects final cost. Which technique is the PM using?

  1. Parametric estimating
  2. Trend analysis
  3. Benchmarking
  4. Root cause analysis

Correct Answer: B — Trend analysis

Explanation: Trend analysis uses mathematical modeling of historical performance data (like CPI over time) to forecast future outcomes.

AI Systems with Claude, for Scrum Masters and Project Managers

Most AI pilots in project management do not fail on the model. They fail because somebody pointed the thing at a decision instead of at a task. This course is built around that distinction, and around the work that follows once you get it right.

Eight teaching sections, taught against one running project from the first lecture to the last. You watch a system get built, then you build the same one against your own sprint. Nothing here is a demo that works only on the example.

You finish with five working systems and you keep them. The sprint report machine turns your board export and standup notes into the report you currently write by hand. The retro intelligence system tells you what the team keeps saying, not just what it said this time. The stakeholder comms engine drafts the update in the register the audience expects. The backlog health monitor flags the quiet decay nobody has time to check for. The risk and dependency tracker follows the chains that actually bite.

Seventy-six working files ship with it, across four sections, so every system is built against real sprint data rather than material invented for a slide. Four sprints of retrospectives, board exports, standup notes, backlog and risk data.

Explore the Course


Launch your Agile career!

HK School of Management helps you learn Agile and Scrum with practical playbooks, AI-powered prompts, and real-world workflows for planning and delivery. Practical skills, tools, and guidance you can apply right away. Covered by Udemy's 30-day refund policy.

Learn More