{
  "brand": "PulseLake",
  "canonical": "https://www.pulselake.co/solutions/survey-analysis",
  "intent": "survey-analysis",
  "title": "Survey analysis with calculated results and visible bases",
  "summary": "Evaluate PulseLake survey analysis using your study question, population and filters. Calculation mode computes against study data with the base shown; researchers check the result and approve the interpretation.",
  "capabilities": [
    "Plain-language questions over study data",
    "Population and filter resolution with calculated results",
    "Reports and dashboards built from approved findings"
  ],
  "criteria": [
    "Is the population behind the requested measure explicit?",
    "Can the reviewer check filters, exclusions and missing values?",
    "What calculations and output checks must the pilot support?"
  ],
  "inputs": [
    "An approved survey dataset and its codebook",
    "Reference questions, populations and filters",
    "Known check calculations and reporting requirements"
  ],
  "steps": [
    "Define the question and the population it concerns.",
    "Check the resolved filters and compare results with reference calculations.",
    "Review the interpretation and agree the reporting output before wider use."
  ],
  "verification": [
    "Reconcile the displayed base with included records.",
    "Check calculations independently on agreed examples.",
    "Do not substitute generated text for a computed numeric result."
  ],
  "economics": "Compare the agreed software and study scope, researcher review, recruitment or sample, participant incentives and delivery requirements. Confirm current charges and inclusions before paid work; creating an account does not make every service free.",
  "switching": "Pilot a representative workflow and confirm data permissions, supported formats and required outputs before retiring existing tools. This page does not assert blanket feature parity or automatic migration from another product.",
  "sources": [
    "https://www.pulselake.co/"
  ],
  "nextStep": {
    "label": "Get free help planning this workflow",
    "url": "https://www.pulselake.co/contact"
  },
  "freePlanning": {
    "headline": "Start your next study with a clear plan",
    "benefit": "Get a free study-planning checklist now. Create your account to take the next step with PulseLake.",
    "label": "Create your PulseLake account",
    "note": "The checklist is free and needs no account. Study software, participant costs and any agreed services are separate.",
    "signupUrl": "https://app.pulselake.co/users/sign_in?intent=survey-analysis&offer_id=starter-checklist-v1&utm_source=pulselake&utm_medium=owned&utm_campaign=signup-journey&utm_content=landing_hero",
    "checklistUrl": "/solutions/survey-analysis.txt"
  }
}