kysyntäarvioihin
Kysyntäarvio, literally translated as “demand review,” is a systematic assessment used in Finnish public administration and private sector to estimate the future demand for goods, services, or infrastructure. It is typically conducted by municipal authorities, regional development agencies, or industry bodies to inform planning, budgeting, and procurement decisions. The review involves collecting historical usage data, demographic trends, and market indicators, then applying statistical or econometric models to project future need levels.
The primary objective of a kysyntäarvio is to align supply with anticipated demand so that resources are
Methodologically, kysyntäarviojen (plural) follow a structured workflow: data acquisition, cleaning and preprocessing, model selection, scenario analysis,
The practice of demand reviews has evolved with digitalization; real‑time data streams and advanced analytics enable