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GCRI · Future of Work and Skills

Research and evidence

The research behind Future of Work and Skills: the questions it asks, the models and measurements it uses, how uncertainty is stated and how a result is reviewed and reproduced before it is published.

01Register

Research and evidence on the record.

Future of Work and Skills
  1. 01FieldsWork and skills, Society and human development, Artificial intelligence
  2. 02STEM methods5 canonical methods applied
  3. 03Topics8 subject pages
  4. 04Counterparts5 platforms in shared fields
  5. 05PublisherThe Global Centre for Risk and Innovation
  6. 06Methods uncertaintyMethods and uncertainty
  7. 07Source dataSource and data register
02Questions

What the research asks.

  1. 01

    Labour market change

    Sector employment and occupational risk.

  2. 02

    Automation and jobs

    AI/robotics impact and job redesign.

  3. 03

    Occupational safety

    Human factors and new work hazards.

  4. 04

    Lifelong learning

    Mid-career transitions and skill maintenance.

  5. 05

    Digital work and platforms

    Remote work, platform labour and new organisations.

  6. 06

    Education to work transition

    Access and professional inclusion.

03Open questions

What work and skills research cannot yet answer well enough for decisions.

Work and skills research asks how fast tasks change, who is exposed and whether training and protection systems can keep up.

04Evidence

Every result keeps its label.

Results are labelled as observed, published statistics, estimated, modelled, forecast, scenario or expert judgement. Missing data is shown as missing, never filled silently.

Methods

Methods and uncertainty

How results are produced and where they stop

Sources

Source and data register

Where data comes from and on what terms

Publications

Reviewed outputs

Citable work with its editorial status

05Sources

Where this page’s references lead.

The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.

06Pages

Pages in Research and evidence.

07Questions and answers

Questions and answers.

Can I propose a research question?
Yes. Write to the contact form with the question, the context and who would use the answer. A proposal receives a reference; it does not commit the platform to the work.
ReportsContribute

Contribute evidence from this page.

Reports is the Consortium’s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.

GCRIFuture of Work and SkillsForesight OutlookEvidence Brief
Future of Work and Skills

Bring a method, a dataset or a question.

Information and enquiries are open today. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.