Data Team
Articles
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2022 Occupation Data Release Notes
MIGRATION TO 2022 NAICS SCHEME IN OEWS DATA This year is the first in which Occupational Employment and Wage Statistics (OEWS) data estimates are based on the 2022 North American Industry Classific...
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Occupation and Core Competency Data
INTRODUCTION IMPLAN now includes data for employment, wages, and core competencies (knowledge, skills, abilities, education, work experience, and on-the-job training levels) for each occupation in ...
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Understanding Intermediate Inputs (II)
INTRODUCTION Every Industry needs to purchase goods and services (Commodities) from other Industries (and even from itself!) to operate their business. Formerly known in IMPLAN as Intermediate Expe...
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MRIO vs. Larger Study Area: Leakage, Aggregation Bias, and Other Considerations
*NOTE* IMPLAN applied a code modification to the Multi-Regional Input-Output (MRIO) Analysis feature on December 14, 2022. Beginning on October 20, 2022, the MRIO feature was undercounting the firs...
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Elements of IMPLAN SAM Tables
INTRODUCTION Social Accounting Matrices (SAMs) are static matrices that trace monetary flows throughout a Region for a given period of time. SAMs expand upon the traditional Input-Output (I-O) tabl...
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Constructing the IMPLAN SAM
OVERVIEW Constructing IMPLAN's annual databases requires gathering data from a large variety of sources, converting them to a consistent sectoring scheme and year, estimating the missing components...
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IMPLAN Data Sources
INTRODUCTIONGenerating the annual IMPLAN data involves many raw data sources at varying levels of Industry and geographic detail, sometimes with differing definitional frameworks, and most with non...
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Components of Value Added and the TOPS Account
INTRODUCTION IMPLAN’s global products have very similar Input-Output (I-O) and Social Accounting Matrix (SAM) structures as IMPLAN’s U.S.-based Products. However, one of the largest differences bet...
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Make, Supply, and Use Tables
INTRODUCTION Input-output (I-O) accounts show the relationship between all Industries within an economy and the Commodities that these Industries produce and use. I-O accounts provide a framework f...
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2018-2022 U.S. 546 Industry Data Release Notes
2022 U.S. Data Release NotesNew MSA List ReleasedAs part of the 2020 Decennial Census, the U.S. Census Bureau has released its latest delineations for the nation’s Metropolitan Statistical Areas (M...