Understand the topic
What this means in daily life
Science and technology pathways should connect learning with research, technical work, entrepreneurship and leadership. Recruitment success is incomplete when women lack laboratory access, fair credit, continuing support or routes to advancement.
Technical careers depend on access to facilities, projects, credit and professional networks. The proposed pathway would examine these working conditions after admission or hiring, including how a career interruption affects continuing opportunities.
Data reference table
Evidence Snapshot
Read each value with its reporting period, population and limitations. A historical national reference is not a local baseline or proof that an IFT proposal works.
5 measurement records still need data and a review of their relevance.
| Signal | Reference Value | Period / Population | How to Read It | Source Status |
|---|---|---|---|---|
| Labour-force participation and retention | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Earnings and wage gaps | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Enterprise survival and sales | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Asset ownership/control | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
| Leadership and progression | Not established Data required — not zero | Reporting period: Information Required Population and geography: Information Required | Proposed measure; no observed value is established here. Limitations: Define the measure, unit, reporting period and covered population; obtain a traceable dataset and review its suitability for this topic before using a number. | Source organisation: Information Required Direct source URL: not yet verified Source publication date: not established Verification status: Data required |
Different surveys, administrative records, estimates and reporting years are not interchangeable. No combined IFT score is calculated from these rows.
Evidence coverage and review log (CSV) · Structured evidence register (JSON)
10 ideas for this topic
What could be done — and what needs testing
These are proposals for research and local testing. They are not claims that a project has been funded, implemented or proved successful.
STEM entry support
Examine prerequisites resources and accessible learning routes
What to check: Check whether support reaches students facing actual barriers
Lab access
Review safe usable access to equipment and practical supervision
What to check: Compare scheduled availability with student and researcher needs
Research mentoring
Offer voluntary guidance matched to the field
What to check: Disclose power conflicts and protect professional boundaries
Credit and authorship
Examine transparent procedures for recognising contributions
What to check: Use qualified institutional review for disputes
Technical recruitment
Connect preparation with verified roles in relevant technologies
What to check: Avoid implying openings or partnerships that are unconfirmed
Career-break continuity
Review routes to refresh skills and return to research
What to check: Check access to supervised current work
Startup support
Offer appropriate business and intellectual-property advice
What to check: Compare commercial needs with actual customer evidence
Workplace dignity
Examine independent complaint and anti-harassment processes
What to check: Check retaliation risk in small specialist teams
Leadership opportunity
Review access to grants decisions and senior roles
What to check: Distinguish meeting participation from decision authority
Retention evidence
Study progression and reasons for departure ethically
What to check: Avoid treating a single recruitment cohort as sustained inclusion