TCLF Skills Observatory Glossary
This glossary explains the main concepts used to describe skills, learning, circularity, digital transformation and evidence in the TCLF Skills Observatory. Entries are arranged alphabetically and provide concise definitions for readers from industry, education and policy.
Find the terms and concepts shaping the TCLF sector.
A
A manufacturing process that builds a three-dimensional object by adding material in successive layers from a digital model. It is often referred to as 3D printing.
Learning undertaken by adults to develop knowledge, skills or competences for personal, social or professional purposes. It can take place through formal education, organised training or everyday activities.
An increase in the age profile of people in employment. In the TCLF sectors, it can create needs for succession planning, knowledge transfer and training adapted to different career stages.
Data combined into summaries, such as totals, averages or percentages for a country or sector. Aggregation does not automatically prevent identification when groups are very small.
Data processed so that individuals can no longer be identified by means reasonably likely to be used. Removing names alone may not be sufficient to achieve anonymisation.
Machine-based systems that infer from inputs how to generate outputs such as predictions, recommendations or content. TCLF applications include visual inspection, demand analysis and support for product design.
The use of equipment, software or control systems to perform tasks with reduced human intervention. It can change job tasks and the skills needed to supervise, maintain or improve processes.
B
Recycling that uses biological agents or biochemical processes, such as enzymes, to break down suitable materials into components that can be recovered and used again.
C
Formal confirmation by a third party that a product, process, system or person meets specified requirements. Its scope depends on the certification scheme.
Recycling that changes the chemical structure of a material to recover substances that can be used as raw materials. Applicable processes depend on the fibre or polymer involved.
An approach to production and consumption that aims to retain the value of products and materials, reduce waste and keep resources in use through strategies such as durability, repair, reuse and recycling.
Knowledge and practical abilities needed to design, implement or manage circular practices. Examples include textile sorting, design for disassembly, repair and recycling process management.
The extent to which data can be meaningfully compared across sources, countries, sectors or time periods. Comparable data require sufficiently consistent concepts, populations and measurement methods.
The demonstrated ability to use knowledge, skills and personal or social capabilities effectively in a particular context. It concerns how these resources are combined to perform work or learning activities.
Meeting the requirements that apply to an activity, product or organisation, including legal obligations and relevant contractual or technical requirements. Compliance and certification are related but distinct concepts.
The countries, sectors, organisations, people or time periods included in a dataset or study. Broad coverage does not, by itself, establish representativeness or comparability.
The process of reviewing and adapting education or training programmes so that their content and learning outcomes remain relevant to occupational needs and developments in the sector.
D
The process of making data from different sources sufficiently consistent for joint analysis. It may involve aligning definitions, categories, units and reference periods while retaining information about remaining differences.
The origin of information used in an analysis, such as a survey, administrative record, research report or collection of online job advertisements.
Checks used to assess whether data are complete, coherent and suitable for their intended purpose. Validation can identify errors or inconsistencies but does not guarantee that every observation is correct.
An organised collection of related data records and variables that can be analysed together.
The use of digital tools to create, develop or test products and their specifications. In TCLF, examples include computer-aided pattern making, textile design and virtual garment prototyping.
A digital set of information linked to a product through an identifier, designed to support access to relevant product and sustainability information. The required content and access conditions depend on the applicable product framework.
The knowledge and abilities needed to use digital technologies effectively, critically and safely. They range from basic tool use to specialised tasks such as data analysis or programming.
Changes to an organisation’s processes, products or ways of working enabled by digital technologies. It involves organisational and skills development as well as technology adoption.Meeting the requirements that apply to an activity, product or organisation, including legal obligations and relevant contractual or technical requirements. Compliance and certification are related but distinct concepts.
Diversity refers to differences in people’s backgrounds, characteristics and experiences. Inclusion concerns the conditions that enable people to participate, contribute and access opportunities fairly.
The ability of a product to retain its functions and performance over time under specified conditions of use and maintenance.
E
The integration of environmental considerations into product design and development across the product life cycle. It can address material use, durability, repairability and end-of-life options.
Skills that are newly developing or becoming more important because of changes in technology, production, regulation or market needs.
A measure or set of measures describing the environmental impacts associated with a product, activity or organisation. Its meaning depends on the assessment method and the boundaries used.
One of the eight levels in the European Qualifications Framework, describing learning outcomes in terms of knowledge, skills, responsibility and autonomy. An EQF level describes a qualification level, rather than a stand-alone rating of proficiency in one skill.
The European classification of Skills, Competences, Qualifications and Occupations. It provides a multilingual reference vocabulary for describing occupations and skills and linking them across employment and learning contexts.
The process of matching terms in a source, such as a job advertisement, to relevant concepts in ESCO. Matches need contextual review because similar wording may describe different activities.
F
A structured process for exploring possible futures and the factors that could shape them. It supports preparedness and strategic choices rather than predicting a single certain outcome.
G
The entry and development of new generations in the workforce, helping maintain occupational capacity as experienced workers retire or leave the sector.
Knowledge, abilities and attitudes that support environmentally sustainable activities and the reduction of environmental impacts in work and everyday practice.
H
Education provided at tertiary level by recognised institutions, including universities and other higher education providers. It contributes to advanced professional knowledge, research and innovation.
Combinations of skills from different areas within a single role, such as textile process expertise combined with digital analysis and sustainability knowledge.
I
A defined measure used to describe, compare or monitor a phenomenon. Interpretation requires information about its calculation, population, unit and reference period.
The application of connected sensors, equipment and data systems in industrial settings to monitor or support production, maintenance and other operations.
Abilities used to identify opportunities, develop ideas, test solutions and apply improvements to products, processes or services.
Networks of physical objects equipped with sensors, software or connectivity that enable them to collect and exchange data.
J
The name given to a specific role by an employer. Different job titles may refer to similar occupations, while the same title may cover different tasks in different organisations.
K
Facts, principles, concepts and practical understanding acquired through learning or experience that support interpretation, judgement and action.
The sharing of knowledge and experience between people, teams or organisations. It can help preserve practical expertise when workers change roles or retire.
L
Statements of what a learner is expected to know, understand or be able to do after a learning process.
A method for assessing environmental impacts associated with a product or system across defined life-cycle stages. Results depend on the chosen boundaries, assumptions and data.
Learning throughout life that develops knowledge, skills or competences for personal, social or employment-related purposes.
M
Abilities used to organise resources, make decisions, guide people and support organisational performance and change.
Recycling through physical processes, such as cutting, shredding or opening, to recover usable material without intentionally changing its chemical structure. Textile fibre quality can be affected by processing.
O
A grouping of jobs with similar main tasks and duties. It provides a broader reference category than an individual employer’s job title.
A structured description of an occupation, including its main activities, responsibilities and associated knowledge and skills.
Vacancy notices published online that can provide evidence of employers’ recruitment requirements. They do not capture all vacancies or all skill needs in the economy.
Q
A formal outcome of assessment and validation by a competent body confirming that a person has achieved specified learning outcomes or standards.
Non-numerical information, such as interview accounts, observations or open survey responses, used to understand experiences, meanings and context.
Vacancy notices published online that can provide evidence of employers’ recruitment requirements. They do noNumerical information used to measure characteristics, describe distributions or examine relationships. Its interpretation depends on how the data were collected and defined.t capture all vacancies or all skill needs in the economy.
R
The extent to which a product or material can be collected, sorted and processed into usable secondary material under specified conditions. Technical potential and available infrastructure both matter.
The proportion of recycled material incorporated into a product or material, calculated according to a defined method. It does not indicate whether the finished product is itself recyclable.
Processing waste into materials or products for further use. It differs from reuse, which keeps a product or component in use without this material reprocessing.
The extent to which a product can be repaired to restore its function. Design, access to components, tools and information can influence repairability.
The extent to which a sample reflects the relevant characteristics of its target population for a particular analysis. Sample size alone does not establish representativeness.
Learning new skills to enable a person to move into a different occupation or substantially different set of work activities.
Using materials, water and energy effectively to deliver a function or output while reducing resource consumption and waste.
Using a product or component again for its original purpose without reprocessing it into raw material. Preparation such as checking, cleaning or repair may be needed.
S
The subset of people, organisations or other units selected or observed in a study.
The number of units or valid responses included in an analysis. In surveys, the number may differ between questions because of routing or missing responses.
Information provided directly by respondents about their own situation, behaviour or perceptions. It may reflect recall, interpretation or estimation rather than independent measurement.
The ability to apply knowledge and use practical or cognitive methods to complete tasks and solve problems.
The systematic identification of current developments and potential future skill needs to support decisions about education, training and employment.
The types and levels of skills required by employers or work activities within a defined context and period.
A projection of future skill or employment patterns based on data, models and explicit assumptions. It is subject to uncertainty and is not a guaranteed outcome.
A difference between the skills people currently possess and those required to perform their work effectively. It can concern the type, breadth or level of skills.
The collection, analysis and interpretation of evidence about skills and labour markets to support informed decisions by employers, learners, training providers and policymakers.
A broad term for imbalances between the skills available and those required in the labour market, including shortages, gaps and underuse of skills.
The knowledge, skills and competences required to perform activities or respond to current and future changes in work.
A system for collecting, analysing and communicating evidence about skills, occupations and sectoral change. Its purpose is to support decisions through ongoing monitoring and interpretation.
A situation in which demand for workers with a particular set of skills exceeds the available supply within a defined labour market.
The skills possessed by people who are available to participate in a labour market, sector or occupation.
A commonly used term for personal and interpersonal abilities, such as communication, teamwork and adaptability. It overlaps with, but does not cover all, transversal skills.
The availability and clarity of information about actors, activities and conditions along a supply chain. It enables stakeholders to understand how products and materials are sourced and produced.
The capacity to meet present needs while safeguarding environmental, social and economic conditions for the future. In industry, it concerns impacts across products, operations and value chains.
Production practices that seek to reduce environmental impacts, use resources efficiently and support safe and socially responsible working conditions.
T
An organisation’s or sector’s ability to attract people with relevant potential or expertise and create conditions that encourage them to remain and develop.
Textile, Clothing, Leather and Footwear. The acronym identifies the four interconnected industrial sectors covered by the Observatory’s broader skills analysis.
Knowledge and practical abilities specific to an occupation or production activity, such as textile testing, machine operation or pattern making.
The classification and separation of textile products or waste according to characteristics such as fibre composition, colour, condition or intended destination.
Recycling that combines heat and mechanical processing, typically to remelt and reshape suitable thermoplastic materials without intentionally depolymerising them.
The ability to follow the origin, history, movement or processing of a product or material through recorded information across relevant supply-chain stages.
A systematic assessment of the difference between existing and required capabilities to identify where learning or training can help and which needs should be prioritised.
An organisation that designs or delivers learning and training activities. Providers can include vocational institutions, universities, training centres, companies and other organisations.
A pattern of change observed over time. Apparent changes should be assessed against differences in samples, definitions or collection methods before being interpreted as a trend.
The use of multiple sources, methods or perspectives to examine a finding and improve understanding of its consistency and context.
The interconnected green and digital transitions and their combined effects on production, organisations and skills.
U
Learning that updates, broadens or deepens existing skills to meet changing work requirements or support progression within a field.
V
Education and training that develop knowledge, skills and competences relevant to particular occupations or broader professional fields.
W
The automated extraction of information from websites for processing or analysis. It is one method of collecting online job advertisement data.
Learning through participation in work activities, in a workplace or a suitably designed work environment, often with guidance and reflection.