Overview › Standards

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First Draft for Review — Published May 22, 2026 This page is a living document and will continue to be updated through national consultation and pilot validation. Final version expected 2027–2028.

DRAFT v1.0

Standards — First Draft for Review

Canadian Impact Measurement & Data Stewardship Standard

CIMDSS — The national benchmark for how organizations receiving federal funding measure, govern, share, and operationalize impact data related to workforce development and innovation commercialization.

Based on the POISE Model for impact measurement and the Data Orchard framework for data stewardship. Applicable to federally funded workforce development and innovation commercialization programs across Canada.

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Document: CIMDSS — National Adoption & Credentialing Package

Version: 1.0

Published: May 22, 2026

Last Updated: May 22, 2026

Status: Draft — for consultation and pilot validation

Final Expected: 2027–2028

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Executive Summary Part A — Formal Standard Part B — Core Indicators Part C — Architecture Part D — Governance Part E — Certification Part F — Working Group Parts G–K Appendices IMB Alignment →

Executive Summary

What is CIMDSS?

CIMDSS establishes a pan-Canadian benchmark for how organizations receiving federal funding measure, govern, share, and operationalize impact data related to workforce development and innovation commercialization.

Designed to reduce reporting burden, increase comparability, strengthen evaluation readiness, support equity-informed decision-making, and enable secure, interoperable data flows for policy insight.

Prepared for: National Working Group formation and federal adoption via contribution agreements and procurement instruments.

Package Includes

A Canonical standard document

B v1 Core indicator set (25 indicators)

C Data & system architecture guidelines

D Governance requirements

E Certification & credentialing scheme

F Working group charter

G ADM briefing note

H–I Contribution agreement & RFP language

J–K Pilot sequencing & strategic positioning

Normative References

TB Policy on Results · RBM practices · Policy on Service and Digital · Digital Standards · Data Strategy for Federal Public Service · Privacy Act · PIPEDA · Indigenous data sovereignty / OCAP®

PART A

Formal Standards Document (Canonical)

The canonical CIMDSS standard including purpose, scope, foundational models, core principles, and conformance requirements.

A.2 — Purpose

To define a national standard for impact measurement and data stewardship for federally funded programs delivering measurable workforce and innovation outcomes for Canadians. Enables comparable outcomes, audit-ready reporting, interoperable data exchange, privacy and sovereignty compliance, and continuous learning.

A.3 — Scope & Applicability

Applies to any organization receiving federal funding via contribution agreements, grants, or procured services to deliver workforce development, skills training, employment services, innovation commercialization, or ecosystem capacity-building — including non-profits, Indigenous organizations, public institutions, industry associations, and private delivery partners.

A.5 — Key Definitions

Term	Definition
Outcome	A measurable change for individuals, employers, or systems attributable or contributory to a program.
Indicator	A defined metric used to quantify progress toward an outcome, including method, frequency, and source.
Data Stewardship	Governance, quality, privacy, and ethical practices ensuring data is reliable and fit for use.
Interoperability	The ability of systems to exchange and interpret data through open standards and interfaces.
Audit-ready	Documentation and data controls sufficient to evidence reported results and support evaluations and audits.

A.6.1 — POISE Model (Normative)

All compliant programs MUST align

Element	Mandatory Requirement
P — Purpose	Public value statement aligned to mandate, beneficiary needs, and intended change.
O — Outcomes	Clear short-, medium-, and long-term outcomes with an explicit outcome chain.
I — Indicators	Defined indicators linked to each outcome, with data sources and frequency.
S — Systems	Data infrastructure and governance sufficient to collect, secure, and share required data.
E — Evidence & Evolution	Continuous learning loop, evaluation readiness, and documented improvement actions.

A.6.2 — Data Orchard Framework (Normative)

Organizations MUST demonstrate Data Orchard-aligned stewardship practices: intentional data design; governance and quality controls; ethical and privacy-preserving use; and responsible sharing to enable aggregation, evaluation, and policy insight.

A.7 — Core Principles (Normative)

Public Value First

Impact measurement prioritizes public benefit and beneficiary outcomes.

Outcome-Centric Design

Data collection is explicitly tied to defined outcomes.

Proportional Measurement

Measurement burden is right-sized to scale, risk, and funding.

Interoperability by Default

Use open standards and interfaces to enable data exchange and reuse.

Privacy, Sovereignty & Consent

Lawful, consent-based, sovereign-compliant handling of personal data.

Equity & Disaggregation

Disaggregated analysis to detect barriers and outcome gaps.

Evidence over Anecdote

Claims must be supported by defined indicators and auditable data.

Learning & Adaptation

Measurement enables continuous improvement and policy learning.

Reuse & Portability

Data structured for reuse, longitudinal analysis, and transferability.

Transparency & Accountability

Preparedness for public reporting, evaluation, and oversight.

A.8 — Measurement Domains (Normative)

→ Workforce Readiness

→ Employment Outcomes

→ Employer Impact

→ Innovation & Commercialization

→ Inclusion & Equity

→ System Capacity & Ecosystem Health

A.9 — Indicator Requirements (Normative)

Each indicator definition MUST include all 9 fields:

1 Name

2 Purpose

3 Calculation method

4 Unit of analysis

5 Data source

6 Collection frequency

7 Data quality checks

8 Disaggregation fields

9 Known limitations

PART B

Core Indicator Set — v1 (25 Indicators)

A v1 baseline for pilot validation and refinement by the Working Group. Programs MUST select applicable indicators and MAY add program-specific indicators where justified.

#	Domain	Indicator	Definition (v1)
1	Individual	Program completion rate	Completers / enrolled; by cohort; disaggregate
2	Individual	Credential / micro-credential attainment	Count/percent earning recognized credential
3	Individual	Skills self-assessment improvement	Pre/post standardized self-assessment delta
4	Individual	Job placement within 6 months	Placed within 180 days of completion
5	Individual	Job retention at 6 / 12 months	Retained in employment at 6 and 12 months
6	Individual	Wage change (%)	Percent change from baseline earnings
7	Individual	Career progression event	Promotion / new role / expanded responsibilities
8	Individual	Time-to-employment	Median days from completion to employment
9	Individual	Participant satisfaction	Standard survey score; comparable scale
10	Employer	Vacancy reduction	Change in open roles pre/post intervention
11	Employer	Time-to-productivity	Time until defined productivity threshold
12	Employer	Employee retention improvement	Retention delta vs baseline
13	Employer	Employer satisfaction	Standard survey score
14	Employer	Adoption of new processes / technology	Documented adoption events
15	Innovation	Prototype or MVP completed	MVP completion; evidence artifact
16	Innovation	IP created or advanced	Disclosures / patents / trademarks / other IP progress
17	Innovation	Commercial partnerships formed	Count of formal partner agreements
18	Innovation	Revenue or investment leveraged	Revenue / investment attributable or linked
19	Equity	Participation of underrepresented groups	Share of participants by group
20	Equity	Completion rate by demographic group	Completion disaggregated
21	Equity	Employment outcome parity ratio	Outcome rate ratio vs reference group
22	System	Cross-organizational data reuse	Data reuse instances; APIs / exports consumed
23	System	Ecosystem partnerships formed	Count / quality of ecosystem partnerships
24	System	Cost per successful outcome	Total cost / number achieving defined success
25	System	Longitudinal outcome continuity	Ability to track follow-up outcomes over time

PART C

Data & System Architecture Guidelines

C.1 — Minimum Technical Requirements (Normative)

Hosting & Residency	Canada-based hosting or equivalent sovereign-compliant controls.
Security	Encryption in transit and at rest; RBAC; least privilege; secure key management.
Interoperability	API integration or structured exports (CSV/JSON) aligned to the data dictionary.
Identity	Persistent, privacy-preserving identifiers; de-duplication controls.
Auditability	Versioned datasets; immutable logs; traceability of transformations.
Data Quality	Defined validation rules; completeness thresholds; exception handling.

C.2 — Reference Architecture (Informative)

CIMDSS supports a layered architecture enabling local delivery while providing secure aggregation and insight:

Layer 1 — Program Data Marts

Delivery organization level — local collection, quality, and reporting

Layer 2 — Departmental Secure Labs

Aggregation and evaluation — cross-program secure analysis

Layer 3 — National Insight Layer

Benchmarking, research, and policy learning at national scale

PART D

Governance & Required Roles

D.1 — Organizational Roles (Normative)

Impact Lead	Owns outcome logic, indicator selection, reporting integrity, and improvement actions.
Data Steward	Owns data definitions, quality checks, interoperability outputs, and documentation.
Privacy Officer	Owns consent, lawful basis, privacy impact controls, and breach response processes.
Program Owner	Uses insights in decisions; ensures operational alignment and corrective actions.

D.2 — National Governance (Proposed)

A Canadian Impact Measurement Council (CIMC) SHOULD oversee the Standard, approve indicator updates, coordinate pilots, and provide advisory guidance to federal departments.

Recommended Composition

ESDC co-chair

ISED co-chair

TBS observer

Indigenous representation

Delivery organizations

Evaluation / data experts

PART E

Certification & Credentialing Scheme

Proposed arm's-length credentialing body — Canadian Impact Standards Council (CISC) — to administer certification, maintain assessor training, and steward conformance guidance.

Bronze — Compliant

Meets minimum CIMDSS requirements.

Required roles; indicator reporting; basic data controls; audit-ready artifacts.

Silver — Integrated

Measurement used operationally for decisions.

Routine decision-use; integrated systems; stronger quality and validation; equity analysis.

Gold — Adaptive

Predictive, learning-oriented system impact measurement.

Advanced analytics; cross-program benchmarking; continuous improvement evidence; robust interoperability.

E.3 — Assessment Components (Normative)

Certification assessments MUST include: documentation review; data sample validation; governance and privacy controls review; and assessor panel decision. SHOULD include interview and evidence walk-through.

E.4 — Certification Cycle (Normative)

Certification is valid for three (3) years with annual reporting. Renewal requires reassessment and remediation of any non-conformances.

PART F

Working Group Charter

To finalize CIMDSS, validate indicators through pilots, produce implementation guidance, and enable national adoption across federal programs.

F.2 — Membership

Federal departments and agencies (12–15)

Funded delivery organizations

Indigenous partners

Technical experts

Evaluation specialists

F.3 — Deliverables

Final v1.1 Standard · Core indicator and data dictionary validation · Contribution agreement and procurement language · Certification playbook and assessor rubric · Pilot results synthesis and adoption recommendation

F.5 — Timeline

0–3 mo

Formation

Confirm governance, finalize draft v1.0 for pilots, publish consultation package.

3–12 mo

Pilots

Run pilots, validate feasibility and burden, refine indicator definitions.

12–24 mo

Adoption

Formal endorsement pathway, embed in funding instruments, launch certification.

PART G — ADM Briefing Note

One Page Summary

Issue

Impact measurement across workforce development and innovation commercialization programs is fragmented, limiting comparability, evaluation readiness, and policy learning while increasing reporting burden.

Proposal

Adopt CIMDSS as a national benchmark and launch a cross-departmental working group to validate a core indicator set and implementation guidance, followed by staged adoption via contribution agreements and procurement instruments.

Benefits

Comparable outcomes; reduced burden; improved audit and evaluation readiness; equity-informed insights; secure interoperability; improved program performance through learning loops.

Decision / Ask: Approve departmental participation in the CIMDSS Working Group and identify programs for pilot implementation.

Part H — Contribution Agreement Clauses

H.1 Standard Compliance

The Recipient shall implement an impact measurement framework compliant with CIMDSS, including outcome mapping, indicator reporting, and data governance requirements.

H.2 Standardized Reporting

Submit standardized outcome data using CIMDSS-approved indicators in formats enabling aggregation, evaluation, and audit review.

H.3 Audit & Evaluation Readiness

Maintain auditable records supporting reported outcomes, including data lineage and quality controls.

H.4 Privacy & Consent

Implement lawful, consent-based data practices consistent with applicable privacy laws and sovereignty requirements.

Part I — Procurement / RFP Language

I.1 Mandatory Requirement

Bidders must demonstrate CIMDSS compliance or provide a plan to achieve certification within twelve (12) months of contract award.

I.2 Scored Criterion

CIMDSS Silver or Gold certification may be scored as a rated requirement (up to 10% of technical points).

I.3 Data Interoperability

Solutions must support open, documented data exports and/or APIs aligned to the CIMDSS data dictionary.

Part J — Pilot Sequencing Framework

Pilot 1

Indicator Feasibility

Validate definitions, collection burden, and data quality thresholds.

Pilot 2

System Interoperability

Test exports/APIs, identity matching, and secure aggregation workflows.

Pilot 3

Evaluation Readiness

Validate audit trails, documentation, and contribution agreement reporting cycles.

Pilot 4

Cross-Department Insights

Benchmark outcomes across programs and refine equity and disaggregation practices.

Part K — Strategic Positioning

CIMDSS is intentionally vendor-neutral and standards-led, enabling broad adoption without mandating a specific platform. This reduces political and procurement friction while creating a durable credentialing pathway.

A phased approach — quiet pilots, then formal endorsement and scaled adoption — optimizes uptake and minimizes risk.

Appendices

Forthcoming Appendices

The following appendices are placeholders to be produced by the Working Group and Credentialing Body. This page will be updated as each appendix is finalized.

Appendix A

Data Dictionary

Standardized field definitions, permissible values, disaggregation variables, and exchange formats for the core indicator set.

Pending Working Group

Appendix B

Certification Assessment Checklist

Assessor rubric, required evidence artifacts, sampling approach, and remediation workflow.

Pending Credentialing Body

Appendix C

Consent & Privacy Templates

Model consent language, privacy notice templates, and DPIA-lite checklist.

Pending Working Group

IMB Alignment

How Impact Measurement Blueprint supports CIMDSS

IMB is built to help organizations operationalize the CIMDSS standard — connecting standards to tools, infrastructure, and capacity building.

Data Maturity Assessment

IMB's assessments map directly to CIMDSS conformance requirements, helping organizations understand readiness across all 10 principles.

ImpactLayer Platform

ImpactLayer's indicator library, data mart creation, and reporting workflows support CIMDSS Part B indicators and Part C architecture requirements.

Events & Capacity Building

IMB events are structured to build organizational capability across CIMDSS governance, data quality, reporting, and interoperability requirements.

Version History & Living Document Notice

DRAFT

Version	Date	Status	Notes
v1.0	May 22, 2026	First Draft	Published to IMB microsite for national consultation. Covers Parts A–K plus Appendix placeholders.
v1.1	Expected late 2026	Pending	Post-pilot validation update. Indicator refinements. Data Dictionary (Appendix A) added.
v2.0	Expected 2027	Pending	Full Working Group ratification. Certification framework finalized. Appendices B & C complete.
Final	Expected 2027–2028	Pending	National endorsement, embedded in federal contribution agreements and procurement instruments.

This page will be updated as consultation feedback is received, pilots are completed, and the Working Group ratifies changes. To contribute feedback or participate in national consultation, contact the IMB team.