{"id":"https://openalex.org/keywords/demand-variability","display_name":"demand variability","description":"Fluctuations in customer demand over time, analyzed in operations and supply chain management to guide capacity and inventory decisions.","display_name_alternatives":["variability in demand","demand fluctuations","demand variation","demand volatility","fluctuations in demand"],"ids":{"openalex":"https://openalex.org/keywords/demand-variability","wikidata":null},"primary_topic":{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.3702,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10328","display_name":"Supply Chain and Inventory Management","score":0.3702,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"works_count":8471,"cited_by_count":98472,"works_api_url":"https://api.openalex.org/works?filter=keywords.id:keywords/demand-variability","updated_date":"2026-10-19T04:06:21","created_date":"2026-09-30T00:00:00"}
