{
  "name": "Skill Based Training Programs",
  "edition_label": "October 2026",
  "edition_updated_at": "2026-10-11",
  "slug": "skill-based-training-programs",
  "kind": "subcategory",
  "parent_slug": "educational-services-training",
  "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs",
  "scope": "Category research. Verified account AOV aggregate supplied separately.",
  "directory_status": "deferred",
  "page_readiness": "published",
  "directory_notice": null,
  "benchmark": {
    "status": "verified_aggregate",
    "slug": "skill-based-training-programs",
    "parent_slug": "educational-services-training",
    "cohort_scope": "exact_child",
    "median_aov_usd": 66.4,
    "p25_aov_usd": 13.09,
    "p75_aov_usd": 188.2,
    "metric_window": null,
    "scope_label": "Equal-weight account aggregate · Reporting period not supplied",
    "methodology": "Median and middle 50% of account-level average order values. Each account value is purchase ROAS multiplied by cost per purchase in USD. Successful classifications, including manual corrections, with positive finite spend, purchases, ROAS and cost per purchase. Accounts are counted once with equal weight. Quartiles use linear interpolation. Root cohorts include direct root classifications and their child categories; exact-child cohorts exclude parent and sibling categories. The source selects the highest-spend coverage row per account among snapshots dated within the preceding 30 days; the underlying reporting period is not supplied. This is a dated aggregate advertising-data snapshot, not business-wide AOV or a census.",
    "read_at": "2026-10-11T14:07:37.892057+00:00",
    "period_label": "Dated snapshot · underlying reporting period not supplied",
    "citation": "Madgicx Research & Labs. Skill Based Training Programs account AOV: median $66.40; middle 50% $13.09–$188.20. Snapshot read 2026-10-11T14:07:37.892057+00:00; underlying reporting period not supplied. https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark",
    "source": {
      "name": "Madgicx Research & Labs",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark"
    }
  },
  "metric_definitions": [],
  "metric_definitions_scope": "Definitions only; no ACV, MRR or ARPU benchmark or measured correlation is supplied.",
  "brands": null,
  "answers": [
    {
      "group": "In this category",
      "id": "answer-cme-skill-based-training-programs-1",
      "question": "What task should a skills-training ad promise learners will practice?",
      "text": "CDC's objective guidance favors observable, measurable behavior over a broad topic title. Name the task, the conditions and the level expected in the advertised program. This describes an intended learning objective; it does not establish that every learner achieved it.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-cme-skill-based-training-programs-1",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. What task should a skills-training ad promise learners will practice? CDC's objective guidance favors observable, measurable behavior over a broad topic title. Name the task, the conditions and the level expected in the advertised program. This describes an intended learning objective; it does not establish that every learner achieved it.  Source: https://www.cdc.gov/training-development/php/about/design-training-learning-objectives.html Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-cme-skill-based-training-programs-1",
      "source_url": "https://www.cdc.gov/training-development/php/about/design-training-learning-objectives.html"
    },
    {
      "group": "In this category",
      "id": "answer-cme-skill-based-training-programs-2",
      "question": "What assessment supports a skills-training ad's practical-ability claim?",
      "text": "CDC says a knowledge check can be paired with observation or demonstration when the target is a skill. Identify the practical task and how the program assesses it before promoting an ability result. An end-of-course quiz alone may not show that the learner can perform that task.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-cme-skill-based-training-programs-2",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. What assessment supports a skills-training ad's practical-ability claim? CDC says a knowledge check can be paired with observation or demonstration when the target is a skill. Identify the practical task and how the program assesses it before promoting an ability result. An end-of-course quiz alone may not show that the learner can perform that task.  Source: https://www.cdc.gov/training-development/php/about/evaluate-training-measuring-effectiveness.html Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-cme-skill-based-training-programs-2",
      "source_url": "https://www.cdc.gov/training-development/php/about/evaluate-training-measuring-effectiveness.html"
    },
    {
      "group": "In this category",
      "id": "answer-cme-skill-based-training-programs-3",
      "question": "Can a skills-training ad attribute an end-of-course score to the course alone?",
      "text": "CDC notes that a posttest shows an end state but does not establish how much learning changed because participants may have known the material already. Compare starting and later ability before describing improvement. Even that comparison does not, by itself, isolate the course as the cause.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-cme-skill-based-training-programs-3",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. Can a skills-training ad attribute an end-of-course score to the course alone? CDC notes that a posttest shows an end state but does not establish how much learning changed because participants may have known the material already. Compare starting and later ability before describing improvement. Even that comparison does not, by itself, isolate the course as the cause.  Source: https://www.cdc.gov/training-development/php/about/evaluate-training-measuring-effectiveness.html Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-cme-skill-based-training-programs-3",
      "source_url": "https://www.cdc.gov/training-development/php/about/evaluate-training-measuring-effectiveness.html"
    },
    {
      "group": "In this category",
      "id": "answer-cme-skill-based-training-programs-4",
      "question": "What evidence supports a skills-training claim about use beyond the classroom?",
      "text": "CDC separates learning during training from later transfer. Use follow-up evidence of the skill being applied in its intended setting for a transfer claim, and keep that result separate from course completion. Report only the application observed within the assessment's scope.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-cme-skill-based-training-programs-4",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. What evidence supports a skills-training claim about use beyond the classroom? CDC separates learning during training from later transfer. Use follow-up evidence of the skill being applied in its intended setting for a transfer claim, and keep that result separate from course completion. Report only the application observed within the assessment's scope.  Source: https://www.cdc.gov/training-development/php/about/evaluate-training-measuring-effectiveness.html Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-cme-skill-based-training-programs-4",
      "source_url": "https://www.cdc.gov/training-development/php/about/evaluate-training-measuring-effectiveness.html"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-median-aov",
      "question": "What is the average order value benchmark for Skill Based Training Programs?",
      "text": "The median account AOV for Skill Based Training Programs is $66.40 USD. This is the middle account-level average order value in the benchmark.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-median-aov",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. What is the average order value benchmark for Skill Based Training Programs? The median account AOV for Skill Based Training Programs is $66.40 USD. This is the middle account-level average order value in the benchmark. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-median-aov",
      "source_url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-range",
      "question": "What is the typical AOV range in Skill Based Training Programs?",
      "text": "The middle 50% of account AOVs runs from $13.09 to $188.20 USD. This is the interquartile range, not the minimum and maximum.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-aov-range",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. What is the typical AOV range in Skill Based Training Programs? The middle 50% of account AOVs runs from $13.09 to $188.20 USD. This is the interquartile range, not the minimum and maximum. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-aov-range",
      "source_url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-lower-quartile-aov",
      "question": "What is the lower-quartile AOV?",
      "text": "The 25th-percentile account AOV is $13.09 USD. It marks the lower edge of the middle 50% of this distribution.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-lower-quartile-aov",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. What is the lower-quartile AOV? The 25th-percentile account AOV is $13.09 USD. It marks the lower edge of the middle 50% of this distribution. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-lower-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-upper-quartile-aov",
      "question": "What is the upper-quartile AOV?",
      "text": "The 75th-percentile account AOV is $188.20 USD. It marks the upper edge of the middle 50%, not a performance target.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-upper-quartile-aov",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. What is the upper-quartile AOV? The 75th-percentile account AOV is $188.20 USD. It marks the upper edge of the middle 50%, not a performance target. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-upper-quartile-aov",
      "source_url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark"
    },
    {
      "group": "Read the benchmark",
      "id": "answer-aov-calculation",
      "question": "How is account AOV calculated for this benchmark?",
      "text": "Each account value is purchase ROAS multiplied by cost per purchase in USD. The benchmark reports the median and middle 50% of those account values. Accounts are counted once and receive equal weight.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-aov-calculation",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. How is account AOV calculated for this benchmark? Each account value is purchase ROAS multiplied by cost per purchase in USD. The benchmark reports the median and middle 50% of those account values. Accounts are counted once and receive equal weight. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-aov-calculation",
      "source_url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-median-or-mean",
      "question": "Is this the mean AOV across all orders?",
      "text": "No. It is the median of account-level average order values. Each account receives equal weight; it is not a pooled average of every order.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-median-or-mean",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. Is this the mean AOV across all orders? No. It is the median of account-level average order values. Each account receives equal weight; it is not a pooled average of every order. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-median-or-mean",
      "source_url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-period",
      "question": "What dates does this AOV benchmark cover?",
      "text": "The snapshot was read on 11 October 2026. The underlying reporting period was not supplied. The October 2026 label identifies the page edition, not the period in which the advertising results were measured.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-benchmark-period",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. What dates does this AOV benchmark cover? The snapshot was read on 11 October 2026. The underlying reporting period was not supplied. The October 2026 label identifies the page edition, not the period in which the advertising results were measured. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-benchmark-period",
      "source_url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-benchmark-coverage",
      "question": "Which industry or subcategory does this benchmark cover?",
      "text": "This benchmark covers exact Skill Based Training Programs classifications under Educational Services & Training. It excludes the parent industry and sibling subcategories.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-benchmark-coverage",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. Which industry or subcategory does this benchmark cover? This benchmark covers exact Skill Based Training Programs classifications under Educational Services & Training. It excludes the parent industry and sibling subcategories. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-benchmark-coverage",
      "source_url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-compare-aov",
      "question": "How can I compare my AOV with this benchmark?",
      "text": "Enter your AOV in USD in the comparison field above. It shows the difference from the median and whether your value falls below, within or above the middle 50%. Your entered amount stays on this page.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-compare-aov",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. How can I compare my AOV with this benchmark? Enter your AOV in USD in the comparison field above. It shows the difference from the median and whether your value falls below, within or above the middle 50%. Your entered amount stays on this page. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-compare-aov",
      "source_url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark"
    },
    {
      "group": "Put it in context",
      "id": "answer-aov-performance",
      "question": "Does an above-median AOV mean better advertising performance?",
      "text": "The comparison describes position in the account AOV distribution, not profitability. It is not a performance score.",
      "context": "USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied.",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-aov-performance",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. Does an above-median AOV mean better advertising performance? The comparison describes position in the account AOV distribution, not profitability. It is not a performance score. USD · Equal-weight account aggregate. Snapshot read 11 October 2026; underlying reporting period not supplied. Source: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-aov-performance",
      "source_url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#benchmark"
    },
    {
      "group": "Use this research",
      "id": "answer-download-research",
      "question": "Can I download this industry research?",
      "text": "The exports section provides this edition in Markdown and JSON, along with a research index. This private draft is not licensed for public redistribution.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-download-research",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. Can I download this industry research? The exports section provides this edition in Markdown and JSON, along with a research index. This private draft is not licensed for public redistribution.  Source: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#reuse Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-download-research",
      "source_url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#reuse"
    },
    {
      "group": "Use this research",
      "id": "answer-cite-research",
      "question": "How should I cite a finding from this page?",
      "text": "When reuse is permitted, credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope. This private draft is not licensed for public redistribution.",
      "context": "",
      "url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-cite-research",
      "citation": "Madgicx Research & Labs. Skill Based Training Programs. How should I cite a finding from this page? When reuse is permitted, credit Madgicx Research & Labs and link to the exact source. Keep its snapshot date and scope. This private draft is not licensed for public redistribution.  Source: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#reuse Answer: https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#answer-cite-research",
      "source_url": "https://madgicx.com/labs/industries/educational-services-training/skill-based-training-programs#reuse"
    }
  ]
}