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Labour markets change continuously as sectors grow and shrink, technology shifts tasks, populations age and climate policy reshapes industries. The effects show up in which jobs exist, where, on what contracts and at what pay. This page sets out how labour market change happens, how it is measured with standard classifications, and what evidence serves the labour ministries, employers and unions who respond to it.

01등록

Labour market change on the record.

02질문

Labour market change: how the risk develops.

Sector employment and occupational risk. The dossier below sets out how the risk develops, what is measured, where the data come from, how it is modelled and who decides.

메커니즘

Sectoral shifts move workers

Employment moves from agriculture and manufacturing toward services as economies develop, and from declining to growing industries during transitions.

메커니즘

Contracts are changing

Temporary, part-time, on-call and platform work have grown in many countries, changing security, benefits and bargaining power.

메커니즘

Demography reshapes supply

Ageing reduces the working-age population in some countries, while young populations in others need many new jobs each year.

메커니즘

Climate change and policy reallocate jobs

Heat, extreme weather and decarbonisation affect jobs in agriculture, construction, energy and transport, creating and ending work in different places.

03방법과 근거

How labour market change is modelled, measured and tested.

모형, 그 가정, 데이터, 불확실성을 과학자나 엔지니어가 확인할 형태로 제시합니다. 구조는 발행된 방법을 따릅니다. 제시된 값은 예시이며 결과가 아닙니다.

시스템 모형

The couplings between the systems in labour market change: signs of influence, a reinforcing and a balancing loop, and cross-links where stress jumps.

++−++업무사회인공지능지역사회경제R 강화B 균형
Causal loop diagram from the page’s systems; signs show the direction of influence. Illustrative structure for a system dynamics or network model, not estimated couplings.
FAIR 지침 원칙 · GO FAIR와 FORCE11W3C PROV · 월드 와이드 웹 컨소시엄불확실성의 일관된 처리에 관한 지침 · IPCCCEOS 분석 준비 데이터(Analysis Ready Data) · 지구관측위성위원회
04영역 전반

Labour markets change with shocks in every domain.

05지표

측정되는 것과 그 정확도.

각 지표에는 단위, 주기, 그 뒤의 출처 종류, 값에 붙을 근거 표시가 있습니다. 값은 표시하지 않습니다. 값은 프로그램이 자체 권한으로 제공합니다.

지표단위주기출처 유형라벨
Employment-to-population ratiopercent분기별Labour force surveys공표 통계
Employment by sector and occupationpercent of employment연간Labour force surveys using ISCO공표 통계
Temporary employmentpercent of employees연간Labour force surveys공표 통계
Labour underutilisationpercent of extended labour force분기별Labour force surveys공표 통계
Job vacancy ratepercent of posts vacant분기별Vacancy surveys공표 통계
Real median wagecurrency units in constant prices연간Wage statistics공표 통계
06출처

근거의 출처.

이름이 명시된 공개 데이터셋과 기관 기록으로, 각각 라이선스 등급이 있습니다. 협약에 따른 출처는 그 조건에 따라서만 사용하며 결코 재게시하지 않습니다.

출처제공하는 것라이선스 등급
ILOSTATEmployment, unemployment, underutilisation and wages공개, CC BY 4.0
OECD Employment Outlook and labour statisticsLabour market trends and policy analysisPublic, OECD terms
Eurostat labour force surveyEmployment by sector, occupation and contract typeOpen, Eurostat reuse policy
National labour force surveysEmployment structureLicence per statistics office
Online job posting data summariesDemand by occupation and skillCommercial; public summaries (to check)
07결정

누가 결정하며 근거는 무엇에 쓰이는지.

Future of Work and Skills prepares evidence. The decisions below are taken by the authorities named, under their own rules, and never by the platform.

결정 주체질문이 페이지가 제공하는 근거
Labour ministriesWhich sectors and groups need transition supportChange profiles; scenarios
Employers’ organisations and unionsWhat to negotiate on contracts and transitionsJob quality evidence
Public employment servicesWhere to focus job matching and trainingVacancy and underutilisation evidence

이 주제가 생산하는 산출물

  • Labour market change profiles by sector and region
  • Contract and job quality analyses
  • Transition scenarios for climate-affected sectors
  • Evidence notes for employment strategies
08핵심 질문

What labour economists ask.

  • Which sectors and occupations are growing or shrinking, where and for whom?
  • Is change driven by technology, trade, demand, demography or policy?
  • Are displaced workers finding comparable work, and how long does it take?
  • Are labour markets becoming more polarised between high- and low-paid work?
09메커니즘

Drivers of structural change.

Technology changes the relative productivity of tasks, shifting demand towards skills that complement it. Trade and global value chains move production between countries. Demographic ageing shrinks labour supply in some economies and increases demand for care work. Consumer demand shifts as incomes rise. Public policy, from minimum wages to industrial strategy, shapes all of these.

Change is uneven. Earlier computerisation reduced demand for routine middle-skill jobs in many economies, a pattern called job polarisation. Workers displaced from declining industries often face lasting earnings losses, especially older workers and those in places with few alternatives.

10방법과 데이터

Measuring change and its limits.

  1. 01

    Labour force surveys and administrative data

    Employment, hours and earnings by sector and occupation. Informal work is poorly captured in many countries.

  2. 02

    Occupational risk indicators

    Measures of exposure to automation, trade or climate built from task data, using 경제학과 개발경제학. Exposure is not the same as job loss.

  3. 03

    Displacement studies

    Following workers after job loss with linked data and 계량경제학. Such data exist in relatively few countries.

  4. 04

    Vacancy and online job data

    Near-real-time signals of skill demand. Online postings over-represent some occupations and regions.

11방법

연구되는 방식과 방법이 말할 수 없는 것.

  1. 경제학 및 개발경제학과업 기반 기술 분석 · 노동 시장 제도 · 정의로운 전환의 경제학이곳에서의 적용
  2. 계량경제학연계 데이터를 활용한 일자리 상실 효과 · 훈련 프로그램 평가 · 인력 전망이곳에서의 적용
  3. 사회 및 행동과학일자리 질 조사 · 사회적 대화 연구 · 학습자 경험 연구이곳에서의 적용
12Where this page’s references

Where this page’s references lead.

이 페이지를 읽을 때 기준이 되는 기구와 문서. 상태와 판은 바뀌며, 각 링크는 발행 기구로 연결됩니다.

13질문

질문과 답변.

What is labour underutilisation?
A broad measure combining unemployment, time-related underemployment and the potential labour force, showing unmet need for work beyond the unemployment rate.
What is ISCO?
The International Standard Classification of Occupations, maintained by the ILO, used to classify jobs consistently across countries.
How does climate change affect jobs?
Through heat and extreme weather that reduce working hours and productivity, and through policies that shrink some industries and grow others.
What is job polarisation?
Growth in high-paid and low-paid jobs alongside a decline in middle-paid routine jobs, associated with earlier waves of computerisation in many economies.
Why do displaced workers lose earnings for years?
Their skills may be specific to a declining firm or industry, local alternatives may pay less, and long spells out of work can reduce future prospects.
Does the platform publish occupational risk rankings?
It publishes exposure indicators with their methods and uncertainty, not rankings of jobs that will disappear.
Can online job data replace surveys?
No. They are timely but unrepresentative. They complement surveys and administrative data rather than replacing them.
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이 페이지에서 증거를 기여하십시오.

보고서 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.

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