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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.

02السؤال

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.

الآلية

Sectoral shifts move workers

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

الآلية

Contracts are changing

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

الآلية

Demography reshapes supply

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

الآلية

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.

03الأساليب والأدلة

How labour market change is modelled, measured and tested.

النموذج وافتراضاته وبياناته وعدم اليقين فيه، بالصورة التي يفحصها بها عالم أو مهندس. وتتبع البنى أساليب منشورة. والقيم المرسومة توضيحية، وليست نتائج.

نموذج النظام

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

++−++العملالمجتمعالذكاء الاصطناعيالمجتمعاتالاقتصاد⁨R⁩ معزِّزة⁨B⁩ موازِنة
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.
مبادئ FAIR التوجيهية · GO FAIR وFORCE11⁨W3C PROV⁩ · اتحاد الشبكة العالميةإرشادات بشأن المعالجة المتسقة لأوجه عدم اليقين · الهيئة الحكومية الدولية المعنية بتغير المناخبيانات CEOS الجاهزة للتحليل · لجنة سواتل رصد الأرض
05المؤشرات الفرعية

ما الذي يُقاس، ومدى جودة قياسه.

يحمل كل مؤشر وحدته ووتيرته ونوع المصدر الذي يستند إليه ووسم الأدلة الذي ستحمله القيمة. ولا تُعرض أي قيم: فالبرنامج يقدّمها بموجب سلطته الخاصة.

المؤشرالوحدةوتيرة الإصدارنوع المصدرالوسم
Employment-to-population ratiopercentفصليLabour force surveysالإحصاءات المنشورة
Employment by sector and occupationpercent of employmentسنويLabour force surveys using ISCOالإحصاءات المنشورة
Temporary employmentpercent of employeesسنويLabour force surveysالإحصاءات المنشورة
Labour underutilisationpercent of extended labour forceفصليLabour force surveysالإحصاءات المنشورة
Job vacancy ratepercent of posts vacantفصليVacancy surveysالإحصاءات المنشورة
Real median wagecurrency units in constant pricesسنويWage statisticsالإحصاءات المنشورة
06المصادر

من أين تأتي الأدلة.

مجموعات بيانات عامة مسمّاة وسجلات مؤسسية، لكلٍّ منها فئة ترخيصها. ولا تُستخدم المصادر المتاحة بموجب اتفاق إلا وفق شروطها، ولا يُعاد نشرها أبدًا.

المصدرما يقدّمهفئة الترخيص
ILOSTATEmployment, unemployment, underutilisation and wagesمفتوح، 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)
07القرارات

من يقرر، وما الذي تخدمه الأدلة.

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.

من يقررالسؤالالأدلة التي تخدمها هذه الصفحة
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

المخرجات التي يُنتجها هذا الموضوع

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

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?
09الآليات

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.

10المناهج والبيانات

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 الاقتصاد واقتصاد التنمية. Exposure is not the same as job loss.

  3. 03

    Displacement studies

    Following workers after job loss with linked data and الاقتصاد القياسي. 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.

11الأساليب

كيف يُدرس، وما لا تستطيع المناهج قوله.

12Where this page’s references

Where this page’s references lead.

الهيئات والوثائق التي تُقرأ هذه الصفحة في ضوئها. وتتغير الحالات والإصدارات؛ ويقود كل رابط إلى الهيئة المُصدِرة.

13أسئلة

أسئلة وأجوبة.

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.
التقاريرساهم

ساهم بأدلة من هذه الصفحة.

التقارير 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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