# IMPLAN

> IMPLAN is an economic impact analysis software platform used by businesses, government agencies, universities, and nonprofits to model and communicate the economic, fiscal, and employment effects of projects, policies, and events. This index covers IMPLAN's products and data offerings, solution use cases and industries served, educational "Why IMPLAN" content, the resource library (blog, webinars, case studies, white papers), and company information.

## Products

- [AI](https://implan.com/products/add-ons/ai/): IMPLAN Intelligence's three AI features—AI Connect (MCP Server access for Claude and ChatGPT), AI Summary (one-click narrative reports), and AI Conversational Analytics (plain-language Data Library queries).
- [API](https://implan.com/products/add-ons/api/): The IMPLAN API provides programmatic access to IMPLAN's data and models for embedding economic impact analysis into internal applications, analytics tools, and automated workflows.
- [Add-Ons](https://implan.com/products/add-ons/): Landing page for IMPLAN's add-on products, linking to the API, Data Library, AI tools, Support Services, and Forward Linkages Suite.
- [Canada](https://implan.com/products/regions/canada/): IMPLAN's Canada offering covers 236 functional industries across provinces, territories, and sub-provincial regions, with environmental emissions and occupation/labour-market data on an MRIO framework.
- [Data Library](https://implan.com/products/add-ons/data-library/): IMPLAN Data Library is a standalone, explorable economic database offering more than 21 years of county, state, and national data on industries, employment, wages, trade flows, and environmental indicators.
- [Global](https://implan.com/products/regions/global/): IMPLAN's Global offering provides national-level economic models for 80 countries sourced from the OECD, supporting Multi-Regional Input-Output (MRIO) analysis of cross-border trade and supply chains.
- [IMPLAN Software](https://implan.com/products/software/): IMPLAN Cloud is a web-based economic impact analysis platform built on 45+ years of modeling expertise, used by more than 1,000 organizations, with API integration for enterprise workflows.
- [IMPLAN's Forward Linkages Suite | IMPLAN](https://implan.com/products/add-ons/forward-linkages-suite/): IMPLAN's Forward Linkages Suite, now with MRIO, covers Price Change (Cost-Push) Insights, Downstream Contribution Insights, and downstream multipliers to trace cross-regional supply chain effects.
- [Regions](https://implan.com/products/regions/): Landing page for IMPLAN's regional data offerings, linking to United States, Global, and Canada region-specific data products.
- [Support Services](https://implan.com/products/add-ons/support-services/): Details IMPLAN's support add-ons—Dedicated CSM, Project Consultation, Project Review (up to a 50-page report), Premium Support, and Project Concierge—for personalized onboarding and expert guidance.
- [United States](https://implan.com/products/regions/united-states/): IMPLAN's U.S. economic impact analysis integrates data from 120+ sources, including the BEA, BLS, Census Bureau, and USDA, across national, state, county, metro, congressional district, and ZIP-code geographies.


## Solutions

**Industries**

- [IMPLAN for Academia | Economic Impact Analysis for Researchers](https://implan.com/solutions/industries/academic/): IMPLAN supports applied research and classroom instruction for university researchers, with guides for modeling student spending, faculty/staff employment, research expenditures, and campus construction impacts.
- [IMPLAN for Agriculture | Economic Impact Analysis Software](https://implan.com/solutions/industries/agriculture/): IMPLAN helps farmers, agribusiness, agricultural associations, and government extension services quantify how production, subsidies, and land-use decisions affect regional jobs and income.
- [IMPLAN for Associations | Economic Impact Analysis Tools](https://implan.com/solutions/industries/associations/): IMPLAN helps trade associations and nonprofits quantify an industry's or organization's economic contribution for advocacy, with member insights usable at local and national levels.
- [IMPLAN for Consultants | Economic Impact Analysis Tools](https://implan.com/solutions/industries/consulting/): IMPLAN helps economic consulting firms produce transparent, defensible economic impact and contribution analyses across client engagements involving policy, investment, and incentive decisions.
- [IMPLAN for Corporations | Economic Impact Analysis Tools](https://implan.com/solutions/industries/corporations/): IMPLAN's Enterprise Corporate Solutions help strategy, finance, sustainability/ESG, and government-relations teams quantify operations and supply-chain impacts, support incentive negotiations, and measure ESG value.
- [IMPLAN for Economic Development | Impact Analysis Software](https://implan.com/solutions/industries/economic-development/): IMPLAN helps economic development organizations and chambers of commerce quantify proposed business and incentive-package impacts; cites a testimonial from the Asheville Area Chamber of Commerce noting a decade of use.
- [IMPLAN for Energy | Economic Impact Analysis](https://implan.com/solutions/industries/energy/): IMPLAN helps the energy sector compare economic impacts of renewable, fossil, and nuclear scenarios and support tax-credit and incentive applications, via its Renewable Energy Guides.
- [IMPLAN for Finance | Economic Impact Analysis Tools](https://implan.com/solutions/industries/finance/): IMPLAN helps banks, asset managers, and insurers assess the economic impacts of investments and evaluate risks from interest-rate shifts, market disruptions, and policy changes.
- [IMPLAN for Government | Economic Impact Analysis](https://implan.com/solutions/industries/government/): IMPLAN helps federal, state, and local government quantify the economic impact of proposed policies, tax and budget decisions, and public investments; links resources on tariff impacts and legislative lobbying.
- [IMPLAN for Healthcare | Economic Impact Analysis Tools](https://implan.com/solutions/industries/healthcare/): IMPLAN helps large health systems and hospitals quantify the economic footprint of facility expansions and service changes; links resources on California Senate Bill 525 and the impact of GLP-1 medications.
- [IMPLAN for Manufacturing | Economic Impact Analysis Tools](https://implan.com/solutions/industries/manufacturing/): IMPLAN helps manufacturers quantify facility and supply-chain economic impacts and evaluate expansion, relocation, or automation scenarios amid trade policy and tariff uncertainty.
- [IMPLAN for Real Estate | Economic Impact Analysis Tools](https://implan.com/solutions/industries/real-estate/): IMPLAN helps real estate developers quantify construction and ongoing-operations impacts and support tax-abatement negotiations, via Quick Start Guides for construction, operations, and mixed-use projects.
- [IMPLAN for Tourism | Economic Impact Analysis Tools](https://implan.com/solutions/industries/tourism/): IMPLAN helps destination marketing organizations, tourism boards, and event planners quantify visitor-spending impact, jobs, income, and tax revenue from tourism and events.

**Use Cases**

- [Climate Risk Modeling | Economic Impact Tools | IMPLAN](https://implan.com/solutions/use-cases/climate-risk-modeling/): IMPLAN's Climate Risk Modeling use case evaluates economic exposure to climate-related risks like extreme weather to support resilience and adaptation planning.
- [Data Aggregation Tools | Economic Analysis | IMPLAN](https://implan.com/solutions/use-cases/data-aggregation/): IMPLAN's Data Aggregation use case combines datasets across industries, regions, and time periods into a consistent, defensible framework for analysts and consultants.
- [Economic Footprint Analysis Tools | IMPLAN Solutions](https://implan.com/solutions/use-cases/economic-footprint/): IMPLAN's Economic Footprint use case quantifies a business's direct, indirect, and induced impacts on jobs, income, output, and taxes for ESG reporting and incentive negotiations.
- [Education & Research Economic Analysis Tools | IMPLAN](https://implan.com/solutions/use-cases/education-and-research/): IMPLAN's Education & Research use case enables customizable economic impact and contribution analysis with researcher-supplied data, for university studies and grant applications.
- [Environmental & ESG Impact Analysis Tools | IMPLAN](https://implan.com/solutions/use-cases/environmental-esg/): IMPLAN's Environmental & ESG use case evaluates environmental and economic impacts together to compare scenarios and support corporate sustainability reporting.
- [Grants & Funding Economic Impact Tools | IMPLAN](https://implan.com/solutions/use-cases/grants-and-funding/): IMPLAN's Grants & Funding use case quantifies a project's jobs, income, output, and tax impacts to strengthen grant, tax-credit, and incentive applications.
- [IMPLAN for Advocacy | Economic Impact Analysis](https://implan.com/solutions/use-cases/advocacy/): IMPLAN's Advocacy use case quantifies an organization's economic footprint in jobs, income, output, and GDP to support trade associations' and nonprofits' policy positions.
- [IMPLAN for Data Centers | Economic Impact Analysis](https://implan.com/solutions/use-cases/data-centers/): IMPLAN's Data Centers use case models the construction, operational, and supply-chain economic impacts of a data center campus phase by phase, including ROI on tax incentives.
- [IMPLAN for University Libraries | Economic Data Access](https://implan.com/solutions/use-cases/university-libraries/): IMPLAN's University Libraries use case offers a centralized, library-held license giving campus-wide single sign-on access to IMPLAN's data for teaching and research.
- [Natural Disaster Economic Impact Analysis | IMPLAN](https://implan.com/solutions/use-cases/natural-disasters/): IMPLAN's Natural Disasters use case models how hurricanes, floods, wildfires, and earthquakes affect industries and regional economies to support recovery planning.
- [Policy Change Economic Impact Analysis | IMPLAN](https://implan.com/solutions/use-cases/policy-change/): IMPLAN's Policy Change use case evaluates the economic and fiscal impacts of proposed legislation, regulations, and incentive programs before they're enacted.
- [Scope 1, 2 & 3 Emissions Analysis Tools | IMPLAN](https://implan.com/solutions/use-cases/scope-1-2-3-emissions/): IMPLAN's Scope 1, 2, and 3 Emissions use case connects emissions to economic activity for climate disclosure, per California's SB 253: $1B+ revenue firms must report Scope 1-2 emissions in 2026, Scope 3 in 2027.
- [Site Selection Economic Impact Analysis | IMPLAN](https://implan.com/solutions/use-cases/site-selection/): IMPLAN's Site Selection use case compares potential expansion or relocation sites using workforce, industry mix, and supply chain data to support location decisions.
- [Supplier Diversity Economic Impact Tools | IMPLAN](https://implan.com/solutions/use-cases/supplier-diversity/): IMPLAN's Supplier Diversity use case quantifies the direct, indirect, and induced economic impact of procurement spending with diverse suppliers.
- [Tariff Economic Impact Analysis | IMPLAN](https://implan.com/solutions/use-cases/tariffs/): IMPLAN's Tariffs use case evaluates how tariffs affect production costs, employment, and output, using IMPLAN's Forward Linkages Suite to model supply-chain ripple effects.
- [Tax Strategy Economic Impact Analysis | IMPLAN](https://implan.com/solutions/use-cases/tax-strategy/): IMPLAN's Tax Strategy use case evaluates the economic and fiscal impacts of tax policy changes and incentive structures to inform revenue planning and incentive design.


## Why IMPLAN

- [Economic Impact Analysis](https://implan.com/why/economic-impact-analysis/): Defines Economic Impact Analysis (direct, indirect, and induced effects) and links case studies including University of Georgia's $76 billion agricultural economy study and the Tennessee Hospital Association.
- [Embeddable Maps](https://implan.com/why/embeddable-maps/): Impact Maps are interactive web-based visualizations of jobs, output, labor income, and tax revenue by state and county, embeddable on websites without coding or GIS expertise.
- [Environmental Impacts](https://implan.com/why/environmental-impacts/): Explains how IMPLAN links economic activity to environmental data—greenhouse gas emissions, air and water releases, land use, and mineral extraction—including support for SB 253 Scope 1, 2, and 3 emissions reporting.
- [Job and Employment Impacts](https://implan.com/why/job-and-employment-impacts/): Why IMPLAN page explaining how IMPLAN breaks down employment impacts into direct, indirect, and induced jobs across industries, regions, and supply chains.
- [Multi-Regional Input-Output (MRIO) Analysis | IMPLAN](https://implan.com/why/mrio-analysis/): Explains Multi-Regional Input-Output (MRIO) analysis with a worked example: a $500 million Mecklenburg County, NC headquarters generates 36.84 jobs and $2 million in labor income in neighboring York County, SC.
- [Reporting and Insights](https://implan.com/why/reporting-and-insights/): Covers IMPLAN's AI Summary feature, which turns impact results into plain-language explanations, plus customizable reports by direct, indirect, and induced effects.
- [Step by Step Guides](https://implan.com/why/implan-guides/): IMPLAN's guided analysis templates include Construction and Operations, University Impacts, Tourism Impacts, Mixed-Use Development, Forward Linkages, and GHG Emissions guides, for users without an economics background.
- [Tax Impacts](https://implan.com/why/tax-impacts/): Explains how IMPLAN quantifies federal, state, and local tax revenue impacts—including payroll, sales, property, and income taxes—generated by direct, indirect, and induced economic activity.
- [Trusted Data Sources](https://implan.com/why/data/): Details IMPLAN Cloud's datasets: 500+ U.S. industries from 120+ sources, an 80-country Global dataset with 51 industries, Canada data covering 200+ industries, and occupation data for over 800 U.S. occupations.
- [Why IMPLAN?](https://implan.com/why/): Landing page for IMPLAN's "Why IMPLAN" section, linking to pages on economic impact analysis, environmental impacts, job and employment impacts, tax impacts, and data.


## Resources

**Blog**

- [2015 Data is Here!](https://implan.com/resources/blog/2015-data-is-here/): Announces IMPLAN's 2015 data release, covering updated household income classes, Covered Employment and Wages (CEW) data spanning 2001-2015, and the Shannon-Weaver economic diversity index.
- [2016 IMPLAN Data Release Notes](https://implan.com/resources/blog/2016_data_release_notes/): IMPLAN's 2016 data release notes detailing revised estimation methods for farm sectors 6, 10, and 14 and improved wage and salary employment adjustments for several other sectors.
- [2017 CEW Data Now Available!](https://implan.com/resources/blog/cew-2017/): Announces the 2017 Census of Employment and Wages (CEW) dataset, reaching the 6-digit NAICS level (2,000+ sectors vs. IMPLAN's 536), filling BLS gaps with County Business Patterns data.
- [2018 Data Season is Here](https://implan.com/resources/blog/2018-implan-data/): Announces IMPLAN's 2018 data year, expanding the sectoring scheme from 536 to 546 sectors and adding 2017 Census of Agriculture data for finer farm-sector detail.
- [2020 Data Season is Here](https://implan.com/resources/blog/2020-implan-data/): Announces the release of 2020 data in the IMPLAN application, reflecting COVID-19-era economic shifts such as stimulus checks and PPP loans, for use alongside 2019 data.
- [4 Critical Steps to Take When Measuring Tourism’s Impact in Your Region](https://implan.com/resources/blog/4-critical-steps-to-take-when-measuring-tourisms-impact-in-your-region/): Blog outlining four steps for measuring tourism's economic impact -- setting scope, defining terms, crafting a survey, and publishing results -- citing the Baltimore Inner Harbor case study.
- [5 Common Economic Impact Analysis Users and How They Use It to Make an Impact](https://implan.com/resources/blog/5-user-types/): Profiles five IMPLAN user types (academics, associations, local governments/EDCs, and more), citing an IQVIA/AMA study: U.S. physicians generated $821.6B in direct output and 3,545,399 jobs in 2015.
- [5 Quick "Checks" to Perform on an Economic Impact Analysis](https://implan.com/resources/blog/fact-checking/): Blog explaining how to fact-check a commissioned economic impact study by verifying its framework, particularly the accuracy of its defined study area, industry, and input.
- [6 Common Economic Modeling Mistakes (And How to Fix Them)](https://implan.com/resources/blog/6-common-economic-modeling-mistakes-and-how-to-fix-them/): Lists common IMPLAN modeling mistakes: confusing construction (temporary) with operation (permanent) events, and misapplying BEA coefficients for employment and compensation.
- [A $22 Billion Loss: The Potential Impact of Coronavirus on Foreign Travel to the US](https://implan.com/resources/blog/coronavirus-foreigntravel/): Analyzes COVID-19's economic impact on US foreign travel, citing 2018 data: 80 million international arrivals generated $256 billion in travel exports nationwide.
- [A Behind the Scenes Look at the Economic Impacts of Filmmaking](https://implan.com/resources/blog/movie-impacts/): Interview with Candi Clouse of Cleveland State University on her Ohio Motion Picture Tax Credit study, noting how the credit shifted 'Avengers'-caliber film productions from Michigan to Ohio.
- [A Brief History of Wassily Leontif and Input-Output Analysis](https://implan.com/resources/blog/history-of-io/): Recounts the history of input-output analysis, invented by Wassily Leontif at Harvard on a Mark II computer in 1949, earning him the 1973 Nobel Prize in Economics.
- [A Look at Procuring New Markets Tax Credit (NMTC) Funding](https://implan.com/resources/blog/a-look-at-procuring-new-markets-tax-credit-nmtc-funding/): Blog explaining the New Markets Tax Credit (NMTC) Program, run by the CDFI Fund and IRS, and how economic impact analysis can strengthen a Community Development Entity's (CDE) funding application.
- [A Look at Procuring New Markets Tax Credit Funding, Pt. 2](https://implan.com/resources/blog/a-look-at-procuring-new-markets-tax-credit-funding-pt-2/): Q&A with Tim French on Muscoda Protein Products and sister company Meister Cheese (Muscoda, WI), covering New Markets Tax Credit funding and a sawdust-fueled furnace.
- [A New Era of Economic Insight: IMPLAN’s Forward Linkages Suite](https://implan.com/resources/blog/forward-linkages/): Announces IMPLAN's Forward Linkages Suite, adding Price Change (Cost-Push), Downstream Contribution, and Downstream Multiplier tools to model how price and industry changes cascade through supply chains.
- [A Slower Housing Market Is Sending Ripples Through the U.S. Economy](https://implan.com/resources/blog/housing-market-2026/): Models a 5.8% year-over-year drop in pending home sales (about 56,000 fewer sales), estimating a $22.4 billion GDP loss, 27,700 fewer jobs, and $4 billion in lost tax revenue.
- [A Trusted Resource: Understanding IMPLAN Input-Output Models](https://implan.com/resources/blog/a-trusted-resource/): Traces IMPLAN's roots to Wassily Leontief's 1973 Nobel Prize-winning I-O analysis and its 1976 founding at the U.S. Forest Service; used by 200+ academic institutions, re-estimated every five years.
- [Amazon HQ2: Gauging Its Impact](https://implan.com/resources/blog/amazon-hq2-impact/): Details Amazon HQ2's impact on Arlington, VA, per the Greater Washington Partnership: 1,556 average annual construction jobs over 11 years plus 50,000 direct ongoing jobs.
- [Amazon HQ2: When the Losers are Winners](https://implan.com/resources/blog/losers-are-winners/): Updates IMPLAN's Amazon HQ2 model after the split Crystal City, VA/Queens, NY decision, running an MRIO analysis linking Virginia and New York to nearby states and D.C.
- [An Apples-to-apples Look at Amazon HQ2 Candidate Cities](https://implan.com/resources/blog/an-apples-to-apples-look-at-amazon-hq2-candidate-cities/): Blog ranking Amazon's 20 HQ2 candidate cities by economic impact using IMPLAN, based on announced construction spending and 50,000 planned jobs at $100,000 average compensation.
- [Analyzing the Economic Impacts of the Coronavirus](https://implan.com/resources/blog/analyzing-coronavirus/): Covers modeling COVID-19 impacts in IMPLAN: aggregating industry job losses, a Household Income Event for reduced spending, and net effects like restaurant-to-grocery shifts.
- [Announcing New Quick Start Guides: University Impacts & Simplified Tourism Impacts](https://implan.com/resources/blog/tourism-guide-university-guide/): Announces IMPLAN's University Impacts and Simplified Tourism Impacts Quick Start Guides, covering construction, student/visitor spending, and auto-filled tourist spending estimates.
- [Ask an Economist: FAQs for New Business Location Economic Impacts](https://implan.com/resources/blog/new-business-faqs/): FAQ recap of the webinar 'The Economic Impact of a New Business Location,' using Lowe's Charlotte HQ (1,600 new jobs) as an example to answer modeling, construction, and tax questions.
- [Audio: An Overview of Industry Contribution Analysis](https://implan.com/resources/blog/industry-contribution-analysis-pt2/): Audio overview of industry contribution analysis with Tim French, Matt Fannin, Drew Varnado, and Devin Swindall, discussing studies for MEMA, SC Forestry Commission, and Texas A&M's rice industry.
- [Beyond Tuition: The Cost of the Crackdown on International Students](https://implan.com/resources/blog/beyond-tuition-the-cost-of-the-crackdown-on-international-students/): IMPLAN analysis finds every 10% decline in international student spending (about $35,000/year per student) costs the U.S. $3.4 billion in GDP, 26,800 jobs, and $1.8 billion in labor income.
- [Beyond the Cloud: Discover the IMPLAN API](https://implan.com/resources/blog/api-beyond-the-cloud/): Introduces the IMPLAN API for National Package subscribers: the transient Batch API for scaled industry-output impacts vs. the persistent Impact API for detailed, project-based analyses.
- [Beyond the Monthly Bill: The Economic Impact of Rising Utility Costs](https://implan.com/resources/blog/rising-energy-costs/): Models $9.4 billion in 2026 utility rate-increase requests, estimating $5.45 billion in added costs will cut U.S. GDP by $1.03 billion and eliminate 31,200 jobs.
- [Big Revisions, Bigger Questions: Understanding BLS Jobs Data](https://implan.com/resources/blog/bls-jobs-data-revisions/): Explains how the BLS jobs report combines the Establishment Survey (about 121,000 businesses) and Household Survey (about 60,000 households), and why recent revisions have topped 800,000-900,000 jobs.
- [Big Tech’s AI Investments: A $364 Billion Boost to the U.S. Economy](https://implan.com/resources/blog/ai-investments/): IMPLAN VP Candi Clouse models Amazon, Alphabet, Microsoft, and Meta's $364 billion 2025 AI spending, projecting it supports $923 billion in U.S. output, 2.7 million jobs, and $469 billion in GDP.
- [CFP’s New $195 Million Engine: How the Expanded Playoff Brings Wealth to College Towns](https://implan.com/resources/blog/playoffs/): IMPLAN's Eric Clower models the 12-team College Football Playoff's four campus-hosted first-round games, generating nearly $195 million in output and 1,460 jobs across host cities like Eugene and College Station.
- [Celebrating IMPLAN History: The Rural Development Act of 1972](https://implan.com/resources/blog/celebrating-implan-history-the-rural-development-act-of-1972/): Recounts IMPLAN's origin: the Rural Development Act of 1972 prompted the U.S. Forest Service to build a modeling tool, leading to IMPLAN's 1976 creation with FEMA and its 1985 handoff to the University of Minnesota.
- [Closing Campus Doors: A Growing Threat to Local Economies](https://implan.com/resources/blog/college-closures/): Cites IMPLAN's Candi Clouse and Cleveland State's Kristen Blazek on 27 U.S. college closures since 2022, finding nearly 7,200 jobs, $374 million in labor income, and $543 million in lost GDP.
- [Cracking the Egg Price Dilemma: Avian Flu, Easter, and the Impact of Egg Production](https://implan.com/resources/blog/egg-production/): Analyzes the economic footprint of US chicken egg production amid avian-flu price increases: about $21B in income for 300,000+ workers and $39.5B to GDP in 2022.
- [Data Library: Advancing Economic Research](https://implan.com/resources/blog/data-library-advancing-economic-research/): Details IMPLAN's Data Library: commodity data back to 2001, deflator data spanning 1997-2060, Census demographic data with the Shannon-Weaver diversity index, and EPA-bridged environmental data.
- [Decoding Economic Impact Analyses in the News](https://implan.com/resources/blog/impact-analyses-in-the-news/): Explains how to critically read media coverage of economic impact analyses, flagging omitted opportunity costs and feasibility factors, and noting such analyses are macro- not microeconomic.
- [Discover the Economic Impact of California Senate Bill 525](https://implan.com/resources/blog/california-sb-525/): Analyzes California SB 525's healthcare wage hike to $25/hour, estimating a $4.5 billion annual boost for 413,000 workers and a 4.5% rise in operating costs, hitting home health hardest.
- [Discover the Power of Regional Manufacturing Data for Smarter Site Selection and Strategic Growth](https://implan.com/resources/blog/discover-manufacturing-data/): Explains how IMPLAN's regional manufacturing data supports site selection, workforce development, and economic development promotion via output, supply chain, and wage comparisons.
- [Drill Down into Employment Impacts using Our New Occupational Data Matrices](https://implan.com/resources/blog/occupational-data-drill-down/): Introduces IMPLAN's Occupational Data Matrices, built from BLS Occupational Employment Statistics (SOC/NAICS) data, for drilling employment and compensation results by occupation.
- [Economic Impact Modeling Just Got a Whole Lot Smarter](https://implan.com/resources/blog/economic-impact-latest-tech/): Announces an IMPLAN platform update moving calculations to AWS cloud computing, adding pre-built single-region models and a project-based Events/Groups workflow.
- [Economics 101: IMPLAN’s Gravity Model and Trade Flow RPCs](https://implan.com/resources/blog/estimating-region-specific-foreign-trade-rates/): Blog on IMPLAN's doubly-constrained gravity model, developed with the U.S. Forest Service in 2005 to estimate trade flows and Regional Purchase Coefficients (RPCs) for multiregional SAM modeling.
- [Economics of E-Scooters (Part 2): E-Scooter vs. TriMet Net Analysis](https://implan.com/resources/blog/e-scooters-part-2/): Part 2 runs a net impact analysis of Portland's e-scooters versus TriMet transit, using $643,000 paid to charging contractors and an estimated 15.82% TriMet ridership loss.
- [Economics of E-scooters (Part 1)](https://implan.com/resources/blog/e-scooters-part-1/): Part 1 on e-scooter economics, citing Portland's four-month pilot (700,369 trips on 2,043 scooters, 34% of riders replacing car trips) and comparable Charlotte data.
- [Enhanced Emissions Modeling in IMPLAN: Transforming Impact Analysis into Climate Intelligence](https://implan.com/resources/blog/emissions/): Introduces IMPLAN's Greenhouse Gas Emissions Guide for Scope 1 and 2 (Scope 3 coming) audit-ready reporting aligned with GHG Protocol standards and California SB 253 disclosure requirements.
- [Event Impacts: The Economic Value of Community Events](https://implan.com/resources/blog/community-event-impact/): Explains measuring the economic value of local community events like parades, covering the 'retained impact' concept and citing Crompton (2006) on deflected local spending.
- [Examining the Importance of Storytelling in Analyzing Economic Impacts](https://implan.com/resources/blog/storytelling/): Argues for applying storytelling techniques to communicate economic impact analysis results clearly to non-technical stakeholders and the public.
- [Expanding Global Economic Intelligence: What’s New in IMPLAN’s Latest Global Data Release](https://implan.com/resources/blog/global-data-release/): IMPLAN's latest Global Data Release: Canada expands to 236 industries with new environmental and occupation (516-category NOC) data; International grows to 80 countries with industries expanding from 46 to 51.
- [Expanding Horizons: Updated IMPLAN International Product](https://implan.com/resources/blog/expanding-horizons/): Announces IMPLAN's International Product update, adding 10 countries (76 total), new OECD inter-country trade data enabling MRIO analysis, plus new employment and tax data sources.
- [Exploring the Intersection of Climate Risk Assessment and Economic Analysis with IMPLAN](https://implan.com/resources/blog/climate-risk/): Explains using IMPLAN for climate risk assessment, citing a webinar case study: a hurricane-driven shutdown of Gulf Coast oil and gas extraction could impact 400,000 US jobs and $200B in economic activity.
- [Extreme Heat: The Cost of Climate Change](https://implan.com/resources/blog/extreme-heat/): Models how a 3% summer electricity bill increase could push 44 million U.S. households to cut $660 million in spending, costing $19 million in GDP and about 4,000 jobs.
- [Farm Assistance: Stimulating the Rural Economy Through Bridge Payments](https://implan.com/resources/blog/farm-assistance-stimulating-the-rural-economy-through-bridge-payments/): IMPLAN economist Whitney McKinzie models the $12 billion Farmer Bridge Assistance Program (70% allocated to soybean growers), projecting it supports over 102,000 jobs and $15.2 billion in GDP.
- [Food Trucks and the Coronavirus: Economic Impact Analysis](https://implan.com/resources/blog/coronavirus-foodtrucks/): Profiles Asheville, NC food truck Bun Intended and its owners navigating COVID-19 shutdowns, noting Asheville's food service industry supports over 18,000 jobs, its largest employment sector.
- [Forces of Nature: The Economic Impact of Natural Disasters](https://implan.com/resources/blog/forces-of-nature-the-economic-impact-of-natural-disasters/): Cites an NBER paper by Boustan, Kahn, Rhode, and Yanguas using a 90-year (1920-2010) U.S. county disaster panel, classifying events as severe (10+ deaths) or super-severe (100+ deaths).
- [From Headcount to Impact: How Corporate Government Affairs Teams Quantify Their Full Economic Footprint](https://implan.com/resources/blog/corporate-government-affairs/): Explains how corporate Government Affairs teams use IMPLAN to move from headcount messaging to full economic contribution storytelling, with district, state, and national impact reports.
- [Fueling Growth: The Impact of US Crude Oil’s Production Surge](https://implan.com/resources/blog/crude-oil/): Analyzes the ~8.5% surge in 2023 US crude oil production led by Texas (50.9%), Oklahoma (9.9%), and Colorado (5.1%), adding 17,000 jobs in custom computer programming services alone.
- [GLP-1 Economic Impact: How Weight-Loss Drugs Reshape the Economy](https://implan.com/resources/blog/glp1-usage/): By Lauren Benavidez-Brouk: expanded GLP-1 adoption could support 304,549 jobs and over $82 billion in economic output, while cutting food-industry spending.
- [General Session II at EconVoyage](https://implan.com/resources/blog/econvoyage2018_general_session_ii/): Announces IMPLAN's new occupational data suite, presented by economist James G. Squibb III at EconVoyage 2018, covering employment, wages, hours worked, and workforce competency data.
- [Get funding. Do great things.](https://implan.com/resources/blog/get-funding-do-great-things/): Blog on the University of Illinois at Urbana-Champaign's Research Park, whose economic impact study of its $116 million investment showed hundreds of jobs supported and $802,000 in state taxes generated.
- [Get to Know the Shannon-Weaver Index of Economic Diversity](https://implan.com/resources/blog/shannon-weaver-index-of-economic-diversity/): Explains the Shannon-Weaver Index, IMPLAN's 0-to-1 measure of how evenly employment is distributed across a region's industries: 0 means full specialization, 1 perfect diversity.
- [Going Global: Introducing IMPLAN’s International Product](https://implan.com/resources/blog/international-solution/): Introduces IMPLAN's International Product, offering national-level economic data for 64 countries across 37 industries, built on OECD 2015 Input-Output tables and WIOD/ILO employment data.
- [Good, Better, and Best Impact Analyses](https://implan.com/resources/blog/good-better-and-best-impact-analyses/): Blog introducing IMPLAN's 'Good, Better, Best' framework for structuring economic impact studies based on how much direct-impact data a user has available.
- [Goodbye, Pro! Hello, Future!](https://implan.com/resources/blog/goodbye-pro-hello-future/): Announces retirement of IMPLAN Pro (launched 1999) for cloud-based IMPLAN Version 6, with new features like one-click Industry Contribution Analysis and enhanced MRIO capabilities.
- [Harnessing the Power of IMPLAN Cloud to Influence Congressional Decisions](https://implan.com/resources/blog/influence-policy/): Promotes the white paper 'Maximizing Policy Advocacy Results,' explaining how IMPLAN Cloud's congressional-district-level economic data can be used to make data-driven cases to lawmakers.
- [Here Comes the Sun: The Recent Impacts of Shifting US Energy Production](https://implan.com/resources/blog/here-comes-the-sun/): Traces U.S. energy policy history behind the shift to renewables, from the 1973 OPEC embargo (a 350% price jump) to the 1977 creation of the Department of Energy.
- [How Associations Can Use Economic Impact Analysis to Strengthen Advocacy and Demonstrate Value](https://implan.com/resources/blog/associations-economic-impact/): Previews IMPLAN's white paper 'IMPLAN for Associations,' citing the Pennsylvania Manufacturers' Association's use of IMPLAN data to quantify manufacturing jobs and support policy advocacy.
- [How Declining Population Growth is Breaking the U.S. Economy](https://implan.com/resources/blog/declining-population-growth/): IMPLAN models the U.S. population growth slowdown (1.0% to 0.5%), finding 1.4 million fewer new residents cost $86.2 billion in household spending, 741,500 jobs, and $103.9 billion in GDP.
- [How Economic Impact Analysis is Unlocking Rural Real Estate Investment Potential](https://implan.com/resources/blog/rural-investment-gap/): Explains how IMPLAN's localized modeling, down to rural counties and micropolitan areas, helps investors build data-backed cases for rural real estate and infrastructure projects.
- [How IMPLAN Helps You Understand the Economic Impact of Data Centers](https://implan.com/resources/blog/data-centers/): Explains how IMPLAN models direct, indirect, and induced impacts of data center construction and operations, including local jobs, labor income, and tax revenue.
- [How Small Shifts in Manufacturing Ripple Through the U.S. Economy](https://implan.com/resources/blog/manufacturing-ripple/): Finds a 1% shift in U.S. manufacturing (over 15% of the economy) equals 435,180 jobs and $67.4 billion in GDP; a 1% change in auto manufacturing alone is worth 26,510 jobs and $4.2 billion.
- [How to Get the Media’s Attention for Your Economic Impact Study](https://implan.com/resources/blog/media-attention/): Advises on securing media coverage for impact studies, citing the Oklahoma Aeronautics Commission's pre-formatted press releases for outlets like the Tulsa press and Air Force.
- [How to show your IMPLAN results in Google Maps using Google Fusion Tables](https://implan.com/resources/blog/google-fusion-tables/): Guide to mapping IMPLAN results in Google Maps via free Google Fusion Tables, demonstrated with 2015 industry output data for wholesale trade (IMPLAN Sector 395) by Oregon county.
- [IMPLAN Data Goes Global...and Takes Economic Impact Analysis With It](https://implan.com/resources/blog/global-press-release/): Press release announcing IMPLAN's global economic data expansion to over 60 countries spanning 15 data years and up to 536 sectors, sourced from OECD, Eurostat, and Statistics Canada.
- [IMPLAN Has EU Data](https://implan.com/resources/blog/implan-eu-data/): Introduces IMPLAN's EU dataset covering 64 industries across four NUTS regional levels in Euros, sourced from Eurostat and the World Input-Output Database.
- [IMPLAN Intelligence: Grounded AI for Economic Impact](https://implan.com/resources/blog/ai-features/): Introduces AI Connect MCP Server, explained by CEO Justin Helmig and Senior PM Daniel Dewar, letting tools like Claude run grounded IMPLAN analyses from a 50-billion-data-point dataset across 120 sources.
- [IMPLAN Now Supports Canada](https://implan.com/resources/blog/implan-now-supports-canada/): Announces IMPLAN's Canada Provincial Product, powered by Statistics Canada data, covering all 10 provinces and 3 territories across 234 functional industries and two employment types.
- [IMPLAN and AI: Our Strategy, Values, and Beliefs](https://implan.com/resources/blog/implan-and-ai/): States IMPLAN's AI strategy: internal AI governance policy, an SAM support chatbot trained on 5,000+ pages of documentation, and a marketing-site chatbot for pre-sales questions.
- [IMPLAN and Renewable Energy: Understanding Offshore Wind Tax Credits](https://implan.com/resources/blog/implan-and-renewable-energy-understanding-offshore-wind-tax-credits/): Explains the federal 30% Investment Tax Credit for offshore wind and NJ's Offshore Wind Economic Development Tax Credit Program, citing an IMPLAN study of a 765-MW Morro Bay, CA wind farm.
- [IMPLAN in the Classroom: From Undergrad to Published Econ Researcher](https://implan.com/resources/blog/implan-in-the-classroom/): Case study: Wingate University student Livian Mai used IMPLAN in Dr. Kristin Stowe's ECON 412 class to estimate VinFast's planned NC plant would have a $15.3B effect on Chatham County over three years.
- [IMPLAN’s Annual Core Data Release: More Accuracy. More Insight. More Confidence.](https://implan.com/resources/blog/annual-core-data-new/): Announces IMPLAN's 2026 Model Year core data release (formerly '2024 Data Year'), with improved proprietor and farm employment estimates and new 2022 Census of Governments finance data.
- [IMPLAN’s User Interface Redesign: Everything You Need to Know About the Newest Release](https://implan.com/resources/blog/implan-redesign/): Details IMPLAN Cloud's August 2023 UI redesign, including an updated dashboard, new vertical left-side navigation, and a redesigned 24x24-pixel icon library.
- [Influencing Legislation with IMPLAN Cloud: How the Pennsylvania Manufacturers’ Association Uses Economic Impact Analysis for Lobbying](https://implan.com/resources/blog/influencing-legislation/): Case study: Pennsylvania Manufacturers' Association Executive Director Carl A. Marrara uses IMPLAN Cloud for lobbying; manufacturing made up 18% of Pennsylvania's output in 2021.
- [International Tourism Is Down: What That Means for the U.S. Economy](https://implan.com/resources/blog/tourism-decline/): IMPLAN economist Jenny Montell models a 10% drop in international tourism spending (about $21 billion), projecting 230,645 lost jobs and $23.17 billion in GDP decline, hitting hotels and restaurants hardest.
- [Interpreting & Assessing Employment Impacts in IMPLAN Cloud](https://implan.com/resources/blog/interpreting-employment-impacts/): Explains how IMPLAN counts 'jobs' as decimals of a year worked rather than full-time equivalents, and why compensation better measures temporary-event impacts like the Super Bowl.
- [Introducing IMPLAN’s First Enhanced Guide](https://implan.com/resources/blog/enhanced-guide/): Announces an enhanced version of IMPLAN's free in-app Construction & Operations Quick Start Guide: multi-year construction workflow support, contextual in-line guidance, and automatic event/group configuration.
- [Introducing IMPLAN’s First Quick Start Guide](https://implan.com/resources/blog/first-quick-start-guide/): Introduces IMPLAN's first Quick Start Guide, a free in-app guided workflow for Construction & Operations economic impact analyses, accessible under 'Guides' on the IMPLAN Dashboard.
- [Introducing IMPLAN’s Time Series Data: Precision Across the Years](https://implan.com/resources/blog/time-series/): Announces IMPLAN's Time Series Data, re-estimating economic data from 2001 to 2022 using current federal sources like the Census Bureau and BEA, aligned with IMPLAN's 528- and 546-industry schemes.
- [Introducing Sub-Provincial Granularity for IMPLAN Canada](https://implan.com/resources/blog/sub-provincial-canada/): Announces sub-provincial IMPLAN Canada data covering 76 Statistics Canada Economic Regions, built via RAS balancing of employment, population, and business count data, starting with Data Year 2022.
- [Is Your World Cup Half Full or Half Empty?](https://implan.com/resources/blog/is-your-world-cup-half-full-or-half-empty/): Distinguishes accounting costs from economic costs in FIFA World Cup bidding, using a hypothetical $1M factory causing a $500,000 property-value decline as an externality.
- [Louisiana: Where Ecology and Economy Meet](https://implan.com/resources/blog/louisiana-coastal-study/): Interview with economist Maria Lucas on the Rand Corporation/LSU's 2015 study 'Economic Evaluation of Coastal Land Loss in Louisiana,' modeling land-loss and storm scenarios.
- [MRIO Forward Linkages: Model Downstream Impact Across Regions](https://implan.com/resources/blog/forward-linkages-mrio/): IMPLAN added Multi-Regional Input-Output (MRIO) analysis to its Forward Linkages Suite's Price Change (Cost-Push) and Downstream Industry Contribution Guides, tracing downstream effects across connected regions.
- [Making Sense of Tax and Tariff Impact Analysis](https://implan.com/resources/blog/taxes-and-tariffs/): Advises on modeling and communicating tax and tariff effects, noting IMPLAN later added forward linkage capabilities, with a September 2025 update appended to the 2018 original.
- [March Madness Delivers a $389M Economic Boost to Host Cities](https://implan.com/resources/blog/march-madness/): Models March Madness's early-round impact using $361.75 average visitor spending, finding Indianapolis (men's) and Phoenix (women's) tournament sites generated $389 million in output and over 2,000 jobs.
- [Measuring the Economic Risk of Federal Actions Against Harvard](https://implan.com/resources/blog/harvard-impact/): IMPLAN models federal funding cuts against Harvard, estimating $2.5 billion in at-risk research grants could cost Greater Boston about 15,500 jobs and $2.89 billion in GDP.
- [Meet Radha](https://implan.com/resources/blog/meet-radha/): Announces Radha Jagarlamudi joining IMPLAN's Customer Success team, holding a bachelor's and master's degree in financial economics from Miami University, Ohio.
- [Modeling the Impact of the Coronavirus with Evolving Economy Data](https://implan.com/resources/blog/modeling-coronavirus/): Announces IMPLAN's Evolving Economy - COVID Q2-2020 data set, an annualized quarterly dataset capturing pandemic shifts like stimulus checks, PPP loans, and industry-specific losses.
- [Multi-Region Input-Output Roundup](https://implan.com/resources/blog/mrio-roundup/): Roundup of MRIO case studies, including REAL's analysis of Arizona's 2009-2012 ARRA stimulus, finding roughly 18 jobs created per $1M in federal investment.
- [My Roommate, the City of Raleigh, Was Rejected by Amazon. So, I Wrote Him This Letter to Make Him Feel Better.](https://implan.com/resources/blog/rejected-by-amazon/): Satirical letter consoling Raleigh, NC after being cut from Amazon HQ2's finalist shortlist, part 1 of a 2-part series on economic benefit for passed-over bid cities.
- [NAICS Codes 101: Understanding Industry Classification with IMPLAN](https://implan.com/resources/blog/naics-codes-101/): Explains NAICS industry classification codes (a 2- to 6-digit hierarchy) and how IMPLAN's own BEA-based industry scheme bridges to them for accurate economic impact modeling.
- [Navigating Economic Uncertainty: The Role of IMPLAN in Assessing Financial Disruptions](https://implan.com/resources/blog/economic-uncertainty/): Explains how IMPLAN quantifies ripple effects of funding disruptions, such as Medicaid payment delays, on jobs, wages, and GDP across affected industries.
- [Navigating the Economic Impacts of Hurricane Season 2024](https://implan.com/resources/blog/hurricane-season-2024/): Uses IMPLAN to model 2024 hurricane season impacts, estimating a single storm's repair spending supports about 90,000 direct jobs and $9.8 billion in GDP, with $62 billion in total output.
- [Negative Net Migration May Result in Billions of Dollars in Lost Economic Activity Across the United States](https://implan.com/resources/blog/negative-net-migration-blog/): Models the first negative U.S. net migration since the Great Depression (150,000 residents lost in 2025), projecting $19.5 billion in lost output, $11.5 billion in GDP, and 82,200 jobs.
- [Never Tell Me the Odds](https://implan.com/resources/blog/never-tell-me-the-odds/): Blog using the Death Star as an analogy for poor project feasibility planning, then citing the Sanford Civic Center in Sanford, Florida as a real IMPLAN-supported feasibility analysis.
- [New CEW Data Available Now](https://implan.com/resources/blog/cew-data-2018/): Announces the 2018 CEW dataset release, illustrated by the Duluth Seaway Port Authority's Industrial Economy Report, which identified clusters like water transportation manufacturing.
- [New Features: Collaborate Like Never Before with Project Sharing and Project Transfer](https://implan.com/resources/blog/new-features-collaborate-like-never-before-with-project-sharing-and-project-transfer/): Announces IMPLAN Cloud's October 2022 project sharing and transfer features, letting users invite collaborators by email and hand off project ownership without contacting a Customer Success Manager.
- [New Graduate Loan Caps Could Trigger a $348B Economic Shock](https://implan.com/resources/blog/graduate-loan-caps/): IMPLAN models new federal graduate loan caps (Graduate PLUS elimination, $20,500–$50,000 annual limits), estimating $348 billion in lost economic output and 1.8 million fewer jobs supported.
- [New IMPLAN Data Year Now Available (Plus Release Notes)!](https://implan.com/resources/blog/2017-data-release/): Release notes for a new IMPLAN data year: incorporation of BEA state-level personal consumption expenditure (PCE) data and the 2018 BEA comprehensive NIPA benchmark revisions.
- [New in IMPLAN Cloud: Updated Canada Provincial Data](https://implan.com/resources/blog/updated-canada-provincial-data/): Details a 2024 update to IMPLAN's Canada Provincial Product using 2020 Statistics Canada data: improved household size estimates, actual tax collection values, and pandemic-era transfer payments like CERB.
- [New in IMPLAN Cloud: Updated Occupation Data](https://implan.com/resources/blog/updated-occupation-data/): Details IMPLAN's 2022 occupation data update, now the default data year, aligned to 2022 NAICS and 2018 SOC, incorporating O*Net version 28.1 and improved methodology for agricultural industries.
- [North Carolina’s History of Hurricanes](https://implan.com/resources/blog/nc-hurricanes/): Discusses pitfalls in modeling Hurricane Florence's economic impact from IMPLAN's Charlotte-area HQ, arguing recovery spending needs 'net analysis' since raw models miss offsetting losses.
- [Now Available: 2021 Data](https://implan.com/resources/blog/now-available-2021-data/): Announces the 2021 IMPLAN data release: average employee compensation rose 13% and household spending rose 7.5% above 2019 levels, while wage/salary and proprietor employment stayed 3% and 6% below.
- [Now Available: 2022 Data](https://implan.com/resources/blog/now-available-2022-data/): Announces the 2022 IMPLAN data release: new Census ZCTA-to-County and County-to-MSA relationship files, county-specific household size data, and CEW employment data on the 2022 NAICS scheme.
- [Now Available: 2023 Data](https://implan.com/resources/blog/2023-data-release/): Announces IMPLAN's 2023 data release, covering updated BEA Benchmark Input-Output tables, revised NAICS-aligned classifications (528 industries total), and improved farm employment estimates.
- [Opening Session at EconVoyage 2018](https://implan.com/resources/blog/econvoyage2018_opening_session/): Announces IMPLAN economist Drew A. Varnado, Ph.D.'s EconVoyage 2018 opening session, 'The Evolution of Input-Output Analysis,' tracing I-O modeling from Quesnay and Leontief to today.
- [Our 5 Most Popular Blogs of 2018](https://implan.com/resources/blog/top-blogs-2018/): Recaps IMPLAN's 5 most popular 2018 posts, including 'What is IMPLAN?', '6 Common Economic Modeling Mistakes,' and a novelty analysis of vibranium exports from Wakanda.
- [Out-of-the-Box Methodologies](https://implan.com/resources/blog/occupational-data-0/): Describes IMPLAN's Occupational Data Matrices, sourced from BLS OES, Employment Projections, and Census PUMS data, and how to use the spreadsheets for occupation-level results.
- [Panel Data is Here!](https://implan.com/resources/blog/panel_data/): Blog interview with IMPLAN's Jenny Thorvaldson and Jimmy Squibb on IMPLAN Panel Data, which combines cross-sectional and time-series data for statistical and industry growth analyses.
- [Planned DOE Wind and Solar Cuts Could Cost the U.S. Over Half a Billion Dollars in GDP and Thousands of Jobs](https://implan.com/resources/blog/wind-solar-cuts/): IMPLAN economist Bjorn Markeson models proposed DOE wind and solar funding cuts ($137M to $30M wind, $318M to $42M solar), projecting a combined $537 million GDP loss and 3,500 jobs at risk.
- [Quantify Your Economic Impact in Any Congressional District](https://implan.com/resources/blog/congressional-district-impacts/): Explains IMPLAN's data for all 435 congressional districts, citing the American Sportfishing Association's use of it to help pass the Modern Fish Act.
- [Resource Roundup: IMPLAN and Solar Energy](https://implan.com/resources/blog/resource-roundup-implan-and-solar-energy/): Roundup of solar energy resources using IMPLAN: the Mount Morris, NY Agrivoltaic/Morris Ridge Solar study, an Ohio University utility-scale solar impact study, and articles on modeling solar farm construction.
- [Reveal Your Ripple Effect: Harnessing the Power of National-Level Economic Impact Analysis](https://implan.com/resources/blog/national-level-studies/): Explains why national-level IMPLAN Cloud analysis captures direct, indirect, and induced effects across states, counties, MSAs, and congressional districts, unlike local-only studies.
- [Rising Tides: The Economic Impact of the Miami International Boat Show](https://implan.com/resources/blog/miami-boat-show/): Case study on the Miami International Boat Show's $854.2 million statewide economic impact and 5,700 supported jobs, nearly double that year's Super Bowl 54 impact.
- [Robots Aren't Killing Jobs... They're Changing the Economy.](https://implan.com/resources/blog/robot-arent-killing-jobs-theyre-changing-the-economy/): Blog on how technology, not trade, drives most U.S. manufacturing job loss, citing a Ball State University study: 88% of Indiana's job loss was due to automation versus 12% from outsourcing.
- [Satellite Accounts: Not All Impacts are Economic](https://implan.com/resources/blog/satellite-accounts/): Explains satellite accounts via a Michigan DOT study measuring health effects (reduced healthcare spending, missed work) of bike and walking trails beyond standard I-O impacts.
- [Service to All Mankind: How AKA Sorority, Inc. Uses IMPLAN](https://implan.com/resources/blog/service-to-all-mankind-how-aka-sorority-inc-uses-implan/): Case study on Alpha Kappa Alpha Sorority (300,000+ members): Economic Impact Study Committee chair Vereda Williams, Ph.D. used IMPLAN plus survey data to quantify its community service's dollar value.
- [Spring Break Travel Declines Could Send a $1.3B Shock Through Mexico’s Economy](https://implan.com/resources/blog/mexico-spring-break-decline/): Uses IMPLAN's MRIO analysis to model a 15% cancellation of Mexico spring break trips, projecting a $1.3 billion output loss and 34,350 jobs lost in Mexico, plus $168 million and 573 jobs lost in the U.S.
- [Streamlining Annual GHG Reporting: IMPLAN’s Approach to SB 253 Compliance](https://implan.com/resources/blog/streamlining-ghg-reporting/): IMPLAN's Maria Lucas and Bjorn Markeson discuss using IMPLAN's Annual GHG Emissions Guide, built on the MRIO framework, to meet California SB 253 Scope 1 and 2 reporting requirements.
- [Striking a Balance Between Fidelity, Transparency, and Expediency in Economic Data](https://implan.com/resources/blog/implan-data/): Describes how IMPLAN builds annual datasets from about 100 sources into a 536-sector NAICS-based scheme, benchmarked against BEA I-O tables and a gravity model for county trade flows.
- [Surging Demand for Distribution Transformers: Analysis](https://implan.com/resources/blog/transformers/): Analyzes surging US demand for distribution transformers: a high economic multiplier (65% of output on inputs, 27% on compensation), estimating $1.15T in value from 77 million additional units.
- [Taking IMPLAN’s Occupation Data and Expanded Demographic Data for a Spin](https://implan.com/resources/blog/take-occupation-data-for-a-spin/): Demonstrates IMPLAN's Occupation Data and upcoming Expanded Demographic Data by comparing ACS (table S1501) vs. occupation-based educational attainment estimates for the top 10 most-educated US counties.
- [Taking the 30,000-foot Perspective on Economic Impact Modeling](https://implan.com/resources/blog/taking-the-30000-foot-perspective-on-economic-impact-modeling/): Blog interview with economist Dr. Kevin E. Cahill on how a 2015 Idaho Army National Guard impact study ($155 million in local impact) informed the policy debate over Boise's F-35 basing.
- [The $47.7 Billion Push: How Higher Summer Travel Costs Are Fueling the U.S. Economy](https://implan.com/resources/blog/summer-travel/): IMPLAN's Input-Output model estimates that $47.7 billion in additional 2026 summer travel spending will generate $93.6 billion in output, support about 434,000 jobs, and produce $14.2 billion in tax revenue.
- [The 2024 Super Bowl and Beyond: Four Important Considerations for Analyzing the Economic Impacts of Major Events](https://implan.com/resources/blog/the-super-bowl-and-beyond-2024/): Uses Super Bowl LVIII in Las Vegas as a case example of four best practices for analyzing major-event impacts: favoring employee compensation over employment and distinguishing locals from visitors.
- [The 2025 Super Bowl and Beyond: Four Important Considerations for Analyzing the Economic Impacts of Major Events](https://implan.com/resources/blog/the-super-bowl-and-beyond-2025/): Offers tips for analyzing major-event economic impacts like Super Bowl LIX in New Orleans, including prioritizing employee compensation and separating local from visitor spending.
- [The Big Picture: Understanding the State of the Economy Using IMPLAN Data and Other Sources](https://implan.com/resources/blog/the-big-picture-understanding-the-state-of-the-economy-using-implan-data-and-other-sources/): Explains GDP fundamentals, growth rates, and NBER's recession definition; notes IMPLAN produced quarterly data for all US counties and states from Q2 2020-Q3 2021.
- [The Economic Impact of Increasing Exports of Vibranium from Wakanda](https://implan.com/resources/blog/increasing-exports-of-wakandian-vibranium/): Satirical blog modeling the economic impact of a 50% increase in Vibranium exports from the fictional nation of Wakanda, ranking sectors like scientific R&D and construction by employment and output.
- [The Economic Ramifications of California’s Wildfires: Troubling News for Food Supply](https://implan.com/resources/blog/california-wildfires/): Follow-up IMPLAN analysis on 2025 California wildfires finds crop production in nine affected counties employs 86,525 people and contributes $10.8 billion to state GDP, with ripple effects supporting 89,000 more jobs.
- [The Economic Ripple Effect of Wildfires: An IMPLAN Analysis](https://implan.com/resources/blog/wildfires/): IMPLAN analysis of 2024 wildfires in Washington and California estimates up to 466,000 U.S. jobs and $52 billion in GDP losses, while DOI's Office of Wildland Fire supports nearly 19,000 jobs.
- [The Economic Ripple Effects of Declining International Student Enrollment](https://implan.com/resources/blog/international-student-enrollement-decline/): IMPLAN economist Bjorn Markeson finds this year's 21,587-student drop in new international enrollment cost the U.S. 7,300 jobs, $0.5 billion in labor income, and nearly $1.0 billion in GDP.
- [The Fight for Funding](https://implan.com/resources/blog/the-fight-for-funds/): Blog on ACHIEVA, a southwestern Pennsylvania nonprofit serving people with intellectual and developmental disabilities, that used IMPLAN to quantify its economic value and secure funding.
- [The Impact of the Francis Scott Key Bridge Collapse](https://implan.com/resources/blog/port-of-baltimore/): Analyzes the Francis Scott Key Bridge collapse: a one-month Port of Baltimore closure could cost Maryland $550M in GDP and 18,000 jobs, while the est. $600M rebuild would support 2,000 construction jobs.
- [The Many Tributaries of Big Data: Where Does U.S. Economic Data Come From?](https://implan.com/resources/blog/economic-data-sources/): Surveys U.S. economic data sources, covering NAICS's 1997 adoption to replace SIC and the BLS's history since its 1884 founding, including the 1915 CES program.
- [The Multi-faceted Economic Impacts Associated with the Increased Use of GLP-1 Medications](https://implan.com/resources/blog/glp-1-medications/): Covers IMPLAN chief economist Jenny Thorvaldson's analysis of GLP-1 medications, examining shifts in food and alcohol spending and mixed impacts across industries, as 10 million Americans use the drugs.
- [The Silver Exit: The Economic Impact of a Shrinking U.S. Workforce](https://implan.com/resources/blog/shrinking-us-workforce/): Models the 'Silver Exit' of 3.15 million older workers from the labor force (participation down to 61.9%), projecting $4.18 billion in lost GDP and about 25,162 jobs no longer supported.
- [The Super Bowl and Beyond: Four Important Considerations for Analyzing the Economic Impacts of Major Events](https://implan.com/resources/blog/the-super-bowl-and-beyond/): Uses Super Bowl LVII in Glendale, AZ as a case example of four best practices for analyzing major-event impacts: favoring employee compensation over employment and distinguishing locals from visitors.
- [The Tax-Exempt Tip Plan: A Mixed Bag for the U.S. Economy](https://implan.com/resources/blog/tax-exempt-tips/): IMPLAN modeling of the 'No Tax on Tips' proposal projects a net $15 billion annual GDP loss but a net gain of about 33,800 jobs nationwide, due to differing government vs. household spending patterns.
- [The Top 5 Reasons You Should Be Using IMPLAN](https://implan.com/resources/blog/the-top-5-reasons-you-should-be-using-implan/): Blog listing the top 5 reasons to use IMPLAN, including its universality across industries and users and the power of its input-output matrix-based calculations.
- [The True Toll of Auto Layoffs: Modeling the Broader Economic Impact of Tariff-Driven Job Cuts](https://implan.com/resources/blog/auto-layoffs/): IMPLAN economist Candi Clouse analyzes 1,700 auto-industry layoffs at Mack Trucks, Volvo, and Stellantis, projecting 11,500 total jobs lost, $1.8 billion in GDP decline, and $362 million in tax revenue loss.
- [Things That Can Go Wrong with Mixed-Use Development Projects](https://implan.com/resources/blog/mixed-use-goes-wrong/): Lists mixed-use development pitfalls, including weak early stakeholder involvement, mismatched parking rules, and poor architect selection, citing St. Louis's Pruitt-Igoe complex.
- [Too Small to Matter?](https://implan.com/resources/blog/too-small-to-matter/): Blog on a 2014 CalNonprofits/University of San Diego study finding California's nonprofit sector generates $208 billion in annual revenue and 15% of the state's Gross State Product.
- [Top 5 EDC Social Media Accounts & Tips](https://implan.com/resources/blog/top-edc-social-media/): Highlights top Economic Development Corporation social accounts, including JobsOhio, the International Economic Development Council, and Enterprise Florida, with tips.
- [Trade Turbulence: How Reduced Soybean Exports to China Are Hitting the U.S. Economy](https://implan.com/resources/blog/reduced-soybean-exports/): IMPLAN's Jenny Montell models an 80% drop in China's U.S. soybean purchases (a $9.8 billion output cut), projecting $12.3 billion in lost GDP and nearly 70,000 jobs lost across the supply chain.
- [Training Workshop at EconVoyage 2018](https://implan.com/resources/blog/econvoyage-training-workshop/): Announces the free 90-minute 'Basic Essentials of Economic Impact Analysis' workshop at EconVoyage 2018, hosted by Jenny Thorvaldson and Mark Taylor on March 2, 2018.
- [Translating Real-World Survey Results into an Economic Impact Analysis](https://implan.com/resources/blog/survey-data/): Guides translating real-world survey data (employment, affected industries/commodities, output, time period) into inputs for an IMPLAN economic impact analysis.
- [Tripling Nuclear Energy Capacity in the United States: The Impact of Converting Coal Power Plants to Nuclear](https://implan.com/resources/blog/tripling-nuclear-energy/): Covers a DOE-commissioned IMPLAN study on converting coal plants to nuclear, finding it could add over 650 permanent jobs and nearly $270 million in economic activity while cutting GHG emissions up to 86%.
- [Uncovering Real Economic Insights from the 2020 Data](https://implan.com/resources/blog/2020-economic-insights-video/): Video with IMPLAN Chief Economist Jenny Thorvaldson comparing 2020 vs. 2019 data: regions gaining from remote-work resettling, hardest-hit industries, and new business formation trends.
- [Understanding IMPLAN: Direct, Indirect, and Induced Effects](https://implan.com/resources/blog/understanding-implan-effects/): Explains direct, indirect, and induced effects via a $1.5M output impact from a North Carolina distillery (Industry 108), supporting 4.3 jobs and $2.05M in total output.
- [Understanding IMPLAN: Input-Output Analysis & Assumptions](https://implan.com/resources/blog/implan-io-analysis-assumptions/): Explains core assumptions in IMPLAN's I-O/SAM modeling: constant returns to scale, no supply constraints, fixed input structure, and a static, no-price-change model.
- [Understanding IMPLAN: Measures of GDP & Value Added](https://implan.com/resources/blog/understanding-implan-measures-of-gdp/): IMPLAN results don't list 'GDP' directly; it equals total Value Added (National Income Approach) or total Final Demand (National Expenditure Approach).
- [Understanding IMPLAN: Multipliers in Input-Output Analysis](https://implan.com/resources/blog/understanding-implan-multipliers/): Explains IMPLAN's Output, Employment, Labor Income, and Value Added multipliers, and the difference between Type I (indirect only) and Type SAM (adds induced household-spending) multipliers.
- [Understanding the Economic Impact of the Child Tax Credit Bill](https://implan.com/resources/blog/child-tax-credit/): Analyzes the proposed Child Tax Credit bill with IMPLAN modeling, projecting $8.47 billion in new household spending could raise U.S. GDP by $11.42 billion and support about 93,398 jobs.
- [Understanding the Economic Implications of NIH’s Indirect Costs Cap: A Closer Look at the 2025 Proposal](https://implan.com/resources/blog/funding-cuts-2025/): IMPLAN economist Bjorn Markeson analyzes the NIH's proposed 15% cap on indirect research cost reimbursement, estimating a $6.1 billion GDP hit and 46,000 lost jobs from the $5.5 billion funding cut.
- [Understanding the Farm Bill: How SNAP and Commodity Prices Shape America's Job Market and Economy](https://implan.com/resources/blog/farm-bill/): Explains how the Farm Bill's SNAP program ($120B annually to 22M households) supports 11 million U.S. agriculture and food manufacturing jobs, with a 1% SNAP cut projected to cost 27,000 jobs.
- [Unlocking the Economic Potential of Emerging Industries](https://implan.com/resources/blog/emerging-industries/): Explains how IMPLAN's customizable spending patterns and granular data can model emerging industries lacking historical data, using legal cannabis as an example.
- [Upcoming Workshop](https://implan.com/resources/blog/2017-upcoming-workshop/): Announces IMPLAN's 2.5-day 'Introduction to IMPLAN' workshop, held January 17-19, 2017 at its Huntersville, NC office, covering impact framing, margins, and advanced modeling techniques.
- [User Research Spotlight: How Medicaid & SNAP Cuts Could Impact Jobs and State Economies](https://implan.com/resources/blog/commonwealth-fund-spotlight/): Spotlights a Commonwealth Fund study using IMPLAN to project federal Medicaid and SNAP cuts could cause over 1 million job losses and a $113 billion state GDP reduction by 2026, including 67,000 jobs in Texas.
- [Using IMPLAN in Your EDA Grant Application and Beyond](https://implan.com/resources/blog/using-implan-in-your-eda-grant-application-and-beyond/): Explains using IMPLAN's economic impact data to strengthen EDA grant applications by quantifying indirect and induced job creation beyond direct hires.
- [Using IMPLAN to Examine the Economic Impact of 2023 Strikes](https://implan.com/resources/blog/strike-analysis/): Analyzes the economic impact of 2023's record 33 major strikes, finding the four-month SAG-AFTRA strike alone caused 42,700 job losses and $10.5 billion in lost GDP, per IMPLAN modeling.
- [Validating Updates to IMPLAN's Gravity Model](https://implan.com/resources/blog/validating-updates-to-implans-gravity-model/): Covers James Squibb's paper validating 2017 updates to IMPLAN's gravity model, which uses Census port-level data to estimate region-specific trade rates for MRIO analysis.
- [What Can I Do with IMPLAN?](https://implan.com/resources/blog/what-can-i-do-with-implan/): Overview of IMPLAN's 546-sector data, citing the New York Apple Association study's $2.1 billion apple-industry footprint and $0.81 in non-apple activity per $1 of output.
- [What Can You Do with Occupation Data in IMPLAN?](https://implan.com/resources/blog/occupation-data-uses/): Describes IMPLAN's Occupation Data covering 823 occupations with employment, wage, hours, and core-competency detail, and its use for developing targeted local job-training initiatives.
- [What Happens When the Minimum Wage Changes?](https://implan.com/resources/blog/minimum-wage/): Analyzes how minimum wage changes ripple through the economy, using Amazon's November 2018 $15/hour hike (250,000+ employees) and a study finding labor is ~20% of total construction costs.
- [What You Can Take Away from the New York Apple Association’s Economic Contribution Analysis](https://implan.com/resources/blog/new-york-apple-contribution-analysis/): Q&A with Cornell's Todd M. Schmit, Ph.D. on his New York Apple Association contribution analysis, discussing double-counting errors he found in a prior consultant's study.
- [What You Need to Know About Evolving Economy - COVID Q3-2020 Data](https://implan.com/resources/blog/covid-q3-data-faqs/): FAQ explaining IMPLAN's Evolving Economy - COVID Q3-2020 data, an annualized snapshot of the third-quarter-2020 economy built from BLS and BEA sources, usable for standard impact analyses.
- [What You Need to Know to Future-Proof Your Opportunity-Zone-Based Economic Impact Analyses](https://implan.com/resources/blog/opportunity-zones/): Advises on Opportunity Zone impact analyses, noting geography (census tract vs. metro scale) drives impact size, quoting Bruce Katz on setting economic context at the metro level.
- [What is Available in IMPLAN's Data Library?](https://implan.com/resources/blog/implan-data-library/): IMPLAN's Data Library: county-to-county commodity trade flow data, EPA-bridged environmental data, state/county tax data (2001-2018), and BLS-based employment and occupation data.
- [What is IMPLAN: Understanding the Application and Data](https://implan.com/resources/blog/understanding-implan-application-and-data/): Developed by the U.S. Forest Service and FEMA over 50 years ago, IMPLAN compiles data from 90+ sources and covers 528 industries down to the zip code and MSA level.
- [What is IMPLAN? Gain Insights Into Economic Impacts](https://implan.com/resources/blog/what-is-implan/): Explains what IMPLAN Cloud is and how it models direct, indirect, and induced effects, listing users like business professionals, researchers, local governments, and academics.
- [What is Net Analysis?](https://implan.com/resources/blog/net-analysis/): Defines 'net analysis' for weighing positive and negative economic effects, using a 5 W framework (who, what, where, when, why) and the 'Walmart Effect' as an example.
- [What is the Economic Impact of the COVID-19 Vaccine Manufacturing Process?](https://implan.com/resources/blog/covid-vaccine-impact/): Estimates economic impact of COVID-19 vaccine manufacturing under Operation Warp Speed, modeling ~$10.6B in federal investment in Pharmaceutical preparation manufacturing via Analysis-by-Parts.
- [What is the Economic Impact of the Infrastructure Bill?](https://implan.com/resources/blog/economic-impact-infrastructure-bill/): Analyzes economic impact of the $550B Infrastructure Investment and Jobs Act: 998,826 average annual jobs, $383B in labor income, and $686B in GDP contribution over six years.
- [What the Brewers Association Can Teach Us About Contribution and Impact Analyses](https://implan.com/resources/blog/what-the-brewers-association-can-teach-us/): Blog interview with Brewers Association chief economist Bart Watson on how the trade group, representing 6,000+ U.S. breweries, uses contribution and impact analyses for state and national advocacy.
- [Where Do Those Storm Damage Predictions Come From?](https://implan.com/resources/blog/hazus-estimating/): Explains FEMA's free HAZUS-MH tool, built with the National Institute of Building Sciences, which estimates damage and economic loss from hurricanes, earthquakes, and floods.
- [Which Southeast States Win When GE Expands?](https://implan.com/resources/blog/ge-aviation/): MRIO case study on GE Aviation's expansions in Asheville, NC ($105M, 131 jobs) and West Jefferson, NC (15 jobs), finding Florida saw the largest secondary impact among Southeast states.
- [Who Really Pays for U.S.-Canada Tariffs? Tracing Costs Across States](https://implan.com/resources/blog/us-canada-tariffs-forward-linkages-mrio/): By Eric Clower: IMPLAN's Price Change Guide and two-region MRIO trace U.S.-Canada tariff costs, finding Iowa's farm machinery industry has $401.7 million in direct exposure and $92.5 million landing outside Iowa.
- [Why Generic AI Chatbots Can't Run a Real IMPLAN Analysis](https://implan.com/resources/blog/fake-implan-analysis-ai/): Warns that generic AI chatbots fabricate fake 'IMPLAN analyses' using generic multipliers instead of real regional data; local multipliers can vary up to 36x across regions. Points to AI Connect for genuine results.
- [Why Selecting the Right Sector or Commodity Matters: Modeling with Margins](https://implan.com/resources/blog/modeling-with-margins/): Explains IMPLAN's four margin types (retail, wholesale, transportation, producer price), showing a $1M output increase in NC wood furniture manufacturing yields $1,805,702 in total impact.
- [Winter Drought Is Quietly Driving Up Water Costs Across the U.S. Economy](https://implan.com/resources/blog/winter-drought/): Models how 2026 winter drought (42.55% of the Lower 48 in drought) could raise water-system costs by $36 billion annually, with $12 billion in direct business costs, using IMPLAN's Forward Linkages framework.
- [You Pay More at the Pump. But That's Just the Beginning](https://implan.com/resources/blog/rising-gas-prices/): By Eric Clower: IMPLAN's Forward Linkage Price Change model traces how a $196.5 billion refined petroleum price increase (gas up 30.5% to $4.11/gallon) generates $133.7 billion in downstream costs.

**Webinars**

- [Association Roundtable: AI-Powered Economic Intelligence with IMPLAN](https://implan.com/resources/webinars/association-ai-roundtable/): Webinar with IMPLAN CEO Justin Helmig and Henry Higgins on using IMPLAN's MCP Server to connect AI assistants to trusted economic data; live attendees got a free $500 IMPLAN Certified Economist (ICEP) exam.
- [Economic Impact of a New Business Location](https://implan.com/resources/webinars/new-business-location-impact/): Webinar on modeling the economic impact of a new business location, with a case study of Lowe's Design Center Tower in Charlotte, NC, by Candi Clouse, Maria Lucas, and Joe Demski.
- [Exploring IMPLAN’s Latest International Data Release](https://implan.com/resources/webinars/international-data-release/): Webinar on IMPLAN's latest International data release, featuring Ashley Bickel and Eric Clower, expanding coverage to 80+ regions including the UAE and Democratic Republic of the Congo.
- [IMPLAN AI - Today & Moving Forward](https://implan.com/resources/webinars/implan-ai/): Webinar with IMPLAN CEO Justin Helmig and Senior Product Manager Daniel Dewar on current and upcoming AI features, and how customer data is never used to train AI models.
- [IMPLAN Webinar: 2022 Data Release Webinar](https://implan.com/resources/webinars/2022-data-release-webinar/): Webinar on the 2022 Core IMPLAN Data release, covering new source data and geographic-level balancing, by Jenny Thorvaldson and Michael Nealy.
- [IMPLAN Webinar: 2023 Data Release](https://implan.com/resources/webinars/2023-data-webinar-qa/): Live Q&A follow-up webinar on the 2023 IMPLAN data release, covering new BEA Benchmark I-O tables and updated sectoring scheme, with Jenny Montell and Wesley Morgan answering questions.
- [IMPLAN Webinar: 2023 Data Release](https://implan.com/resources/webinars/2023-data-webinar/): Webinar on the 2023 IMPLAN data release, covering new BEA Benchmark I-O tables and an updated sectoring scheme bringing IMPLAN's industry count to 528, by Jenny Montell and Wesley Morgan.
- [IMPLAN Webinar: Adding IMPLAN to Your Climate Risk Assessment Toolkit](https://implan.com/resources/webinars/risk-assessment-webinar/): Webinar on using IMPLAN's national, state, county, ZIP code, and MSA-level data to assess climate-related supply chain, lending, and underwriting risk, by Doug Arrington and Bjorn Markeson.
- [IMPLAN Webinar: Analyzing Economic Impact of International Unrest](https://implan.com/resources/webinars/webinar-international-unrest/): Webinar analyzing the U.S. economic impact of Russia's 2022 invasion of Ukraine, examining regional gains and losses from sanctions and aid to Ukraine.
- [IMPLAN Webinar: Analyzing Economic Impacts of Farm to School Programs](https://implan.com/resources/webinars/farm-to-school/): Webinar on Whitney McKinzie's award-winning research into economic impacts of local food procurement in farm-to-school programs, using IMPLAN and school district interviews.
- [IMPLAN Webinar: Analyzing Supply and Value Chains](https://implan.com/resources/webinars/webinar-supply-chain/): Webinar explaining the difference between supply chains and value chains and how to analyze both in IMPLAN Cloud, by Bjorn Markeson and Angela Slovachek.
- [IMPLAN Webinar: Annual Core Data Release](https://implan.com/resources/webinars/annual-core-data-release-webinar/): Webinar on IMPLAN's newest annual core data release, discussing the faster release cycle and updated industry data, by Jenny Montell and Wesley Morgan.
- [IMPLAN Webinar: Automating IMPLAN: The IMPLAN API](https://implan.com/resources/webinars/api-webinar-sep24/): Webinar on the IMPLAN API for integrating IMPLAN Cloud into other tools and automating analysis workflows, presented by CEO Justin Helmig and VP Erik Garrett.
- [IMPLAN Webinar: BEA Benchmark I-O Tables: Incorporating Structural Changes in the Economy into the IMPLAN Data](https://implan.com/resources/webinars/bea-benchmark-webinar/): Webinar on how IMPLAN incorporates the BEA's new Benchmark I-O tables and structural economic changes, splitting the Benchmark into industry/commodity detail, by Jenny Thorvaldson and Wes Morgan.
- [IMPLAN Webinar: Behind the Scenes with the IMPLAN Product Development Team](https://implan.com/resources/webinars/product-webinar-march25/): Webinar giving a behind-the-scenes look at IMPLAN Cloud product updates, including Quick Start Guide improvements and new reporting features, by Daniel Dewar and Maria Lucas.
- [IMPLAN Webinar: Buying Local: Incorporating IMPLAN Multipliers in Procurement Decisions](https://implan.com/resources/webinars/buying-local-webinar/): Webinar on incorporating IMPLAN multipliers into public-agency 'buy local' procurement decisions, based on research by Cornell's Todd Schmit and IMPLAN's Bjorn Markeson.
- [IMPLAN Webinar: Conducting Higher Ed Economic Impact Reports: A Practitioner Roundtable](https://implan.com/resources/webinars/higher-ed-webinar/): Roundtable webinar on university economic impact reports, featuring IMPLAN's Bjorn Markeson with economists from Colorado Boulder, Western Washington University, and the University of Virginia.
- [IMPLAN Webinar: Contribution Of An Existing Firm And Contribution Of An Existing Industry](https://implan.com/resources/webinars/guides-firm-industry-deminar/): Webinar on IMPLAN Cloud's Contribution of an Existing Firm and Existing Industry Quick Start Guides, letting non-economists analyze jobs, tax, and output impacts, by Candi Clouse and Daniel Dewar.
- [IMPLAN Webinar: Data Library Deminar](https://implan.com/resources/webinars/data-library-deminar/): Deminar on IMPLAN's Data Library, covering 20 years of data with industry/commodity comparisons, CEW employment data, and county-to-county trade flows, by Bjorn Markeson, Ph.D.
- [IMPLAN Webinar: Dipping Into the 2020 Data](https://implan.com/resources/webinars/2020-data-release/): Webinar on IMPLAN's 2020 Data Year, covering pandemic-driven anomalies in the dataset, illustrated with the hospitality sector, by Jenny Thorvaldson and Candi Clouse.
- [IMPLAN Webinar: Discover IMPLAN's Canada Provincial Data](https://implan.com/resources/webinars/canada-provincial-data-webinar-feb25/): Webinar on the 2021 release of IMPLAN's Canada Provincial Data, covering an expanded Tax Impact Report and a new Canada-specific commodity-margin data source, by Ashley Bickel and Michael Nealy.
- [IMPLAN Webinar: Discover IMPLAN’s New University Impacts and Studyless Tourism Quick Start Guides](https://implan.com/resources/webinars/university-tourism-deminar/): Webinar introducing IMPLAN's University Impacts and Studyless Tourism Impacts Quick Start Guides, presented by Daniel Dewar.
- [IMPLAN Webinar: Discover the New Mixed-Use Development Impacts Quick Start Guide](https://implan.com/resources/webinars/mixed-use-deminar/): Webinar demoing IMPLAN's Mixed-Use Development Impacts Quick Start Guide for analyzing projects combining residential and commercial use, by Daniel Dewar and Candi Clouse.
- [IMPLAN Webinar: Discover the Power of IMPLAN’s Forward Linkages Suite](https://implan.com/resources/webinars/forward-linkages-webinar/): Webinar introducing IMPLAN's Forward Linkages Suite, a new capability for evaluating downstream price effects and how they ripple through an economy, by Candi Clouse and Maria Lucas.
- [IMPLAN Webinar: Enhanced Demographic Data](https://implan.com/resources/webinars/demographic-webinar/): Webinar on IMPLAN's enhanced 2020 demographic data (Census Bureau ACS), covering age, race, education, housing, and labor force splits; presented by Wesley Morgan.
- [IMPLAN Webinar: Estimating Region-Specific Foreign Trade Rates](https://implan.com/resources/webinars/estimating-region-speicific-foreign-trade-rates/): Webinar on estimating region-specific foreign trade rates using IMPLAN's gravity model and port-level foreign trade data, presented by Chief Economist Jenny Thorvaldson, Ph.D.
- [IMPLAN Webinar: Examining the IMPLAN Energy Industries: A Look at Renewables](https://implan.com/resources/webinars/webinar-energy/): Webinar on IMPLAN's energy industries, distinguishing generation from transmission and showing how to model impacts using renewable energy industries.
- [IMPLAN Webinar: Explore IMPLAN’s Newly Updated Occupation Data](https://implan.com/resources/webinars/occupation-webinar/): Webinar on IMPLAN's updated occupation data (employment, wages, and core competencies by industry), including new 2021 data, presented by Wesley Morgan, Data Development Specialist.
- [IMPLAN Webinar: Explore the New IMPLAN Cloud Redesign](https://implan.com/resources/webinars/implan-redesign-webinar/): Webinar walkthrough of the IMPLAN Cloud user interface redesign, presented by Director of Education Services Angela Slovachek.
- [IMPLAN Webinar: Exploring Occupation Data in IMPLAN](https://implan.com/resources/webinars/occupation-data-in-implan/): Webinar on IMPLAN's Occupation Data—contents, methodology, and uses—illustrated with a hypothetical business site-selection example, by Mark Taylor and Maria Lucas.
- [IMPLAN Webinar: Exploring Our Evolving Economy: Introducing IMPLAN COVID 2020-Q2 Data](https://implan.com/resources/webinars/covid-q2-data-webinar/): Webinar introducing IMPLAN's COVID 2020-Q2 dataset, covering its methodology and use in examining pandemic-driven changes in industry economic contributions.
- [IMPLAN Webinar: Exploring Regional Supply Chains, Value Chains, and Tariff Impacts with IMPLAN](https://implan.com/resources/webinars/supply-chain-and-tariffs/): Webinar on analyzing regional supply chains, value chains, and tariff impacts using IMPLAN Cloud's input-output data, presented by economist Bjorn Markeson, Ph.D.
- [IMPLAN Webinar: Exploring the Impacts of Green Energy Quick Start Guide](https://implan.com/resources/webinars/guides-greenenergy-deminar/): Webinar on IMPLAN's Impacts of Green Energy Quick Start Guide, which assesses direct, indirect, and induced effects of green energy projects, by Candi Clouse and Daniel Dewar.
- [IMPLAN Webinar: Exploring the Impacts of Tourism Events Quick Start Guide](https://implan.com/resources/webinars/guides-tourism-deminar/): Webinar on IMPLAN's Impacts of Tourism Events Quick Start Guide, covering direct spending, job creation, and local revenue from tourism events, by Candi Clouse and Daniel Dewar.
- [IMPLAN Webinar: From Sea to Shining Sea: Unveiling the Power of National Economic Impact Studies](https://implan.com/resources/webinars/national-economic-impact-studies-webinar/): Webinar on IMPLAN's National Package for national-scale impact studies, covering policy advocacy, supplier diversity analysis, and PR use cases, by Bjorn Markeson.
- [IMPLAN Webinar: How to Support Your Real Estate Proposal: Data Points for Demonstrating Your Project's Value to Stakeholders](https://implan.com/resources/webinars/webinar-real-estate/): Webinar walking through a mixed-use development example in IMPLAN to show how impact data can support real estate proposals to stakeholders.
- [IMPLAN Webinar: Hurricanes, Floods, and Beyond: Quantifying the Economic Impacts of Natural Disasters](https://implan.com/resources/webinars/naturaldisasters-webinar-nov24/): Webinar on modeling economic impacts of natural disasters—hurricanes, forest fires, floods, earthquakes—with IMPLAN Cloud, presented by Michael Nealy and Candi Clouse.
- [IMPLAN Webinar: IMPLAN & Event Planning: A Discussion with Vereda Williams, Ph.D of AKA Sorority](https://implan.com/resources/webinars/webinar-eventplanning/): Webinar with Vereda Williams, Ph.D. of Alpha Kappa Alpha Sorority on how the organization uses IMPLAN to measure the economic impact of its International Regional Conference.
- [IMPLAN Webinar: IMPLAN and the Palisades Nuclear Facility](https://implan.com/resources/webinars/energy-project-webinar/): Case study on how a Holtec International-commissioned IMPLAN analysis supported $400 million in federal funding and $1.5 billion in state investment to reopen Michigan's Palisades Nuclear Facility, by Andrew Fennell.
- [IMPLAN Webinar: IMPLAN for Libraries: Level Up Your Campus’ Offerings with an Institutional License](https://implan.com/resources/webinars/libraries-deminar/): Webinar on IMPLAN's institutional library licenses, giving university faculty, students, and staff campus-wide access to economic data and impact models, by Bjorn Markeson.
- [IMPLAN Webinar: IMPLAN in the Classroom and Beyond](https://implan.com/resources/webinars/in-the-classroom-webinar/): Webinar with Wingate University student Livian Mai and professor Kristin Stowe on Mai's IMPLAN analysis of a new EV manufacturing facility in North Carolina, with economist Candi Clouse.
- [IMPLAN Webinar: Identifying Economic Impact Definitions and How to Avoid Common Pitfalls](https://implan.com/resources/webinars/framing-webinar/): Webinar on economic impact analysis fundamentals: choosing the right event and sector, interpreting output, defining Dollar Year, and setting regions, presented by Maria Lucas.
- [IMPLAN Webinar: Impacts Big and Small: Modeling Survey-Sourced Data on Regional, State, and National Levels](https://implan.com/resources/webinars/usgs-webinar/): Webinar with USGS economist Cathy Cullinane Thomas on translating survey data into IMPLAN inputs, using National Park Service visitor spending as an example.
- [IMPLAN Webinar: Incubating Impacts: How One Research Park Demonstrated Its Economic Worth and Increased Funding](https://implan.com/resources/webinars/university-impacts-webinar/): Webinar on how University of Illinois Research Park used IMPLAN to model construction and operations impact to secure funding, featuring Director Laura Frerichs.
- [IMPLAN Webinar: Industry Impact Analysis: Your One-Stop Shop for Modeling Complex Analyses](https://implan.com/resources/webinars/webinar-iia-event-type/): Webinar introducing IMPLAN's Industry Impact Analysis (Detailed) event type, which lets users enter any part of the production function for complex analyses.
- [IMPLAN Webinar: Inside IMPLAN: A Look Under the Hood with the Product Development Team](https://implan.com/resources/webinars/2025-product-webinar/): Webinar recapping IMPLAN Cloud's past-year product updates and previewing 2026 roadmap items like a Scope Emissions Guide and group sorting, by Daniel Dewar and Maria Lucas.
- [IMPLAN Webinar: Inside Opportunity Zones with IMPLAN: A Panel Discussion Webinar on Policy, Data, and the Future of OZ Investment](https://implan.com/resources/webinars/oz-webinar/): Panel webinar on Opportunity Zones, which drew over $100 billion in investment since 2017, featuring Griffin Capital's Nick Rosenthal and Economic Innovation Group's Kenan Fikri on IMPLAN's OZ analysis.
- [IMPLAN Webinar: International Analysis with IMPLAN's Newly Enhanced Offerings](https://implan.com/resources/webinars/international-analysis-webinar/): Webinar on IMPLAN's updated International Product, now covering 76 countries (10 new), plus new inter-country trade data and MRIO capability, by Ashley Bickel and Michael Nealy.
- [IMPLAN Webinar: Introducing IMPLAN’s Scope 1, 2, and 3 Modeling: Measuring Emissions Across the Economy](https://implan.com/resources/webinars/scope-123-webinar/): Webinar introducing IMPLAN's new Scope 1, 2, and 3 emissions modeling dataset for measuring direct and supply-chain emissions across the economy, by Maria Lucas.
- [IMPLAN Webinar: Introducing the IMPLAN Quick Start Guides](https://implan.com/resources/webinars/quick-start-guides-webinar/): Webinar introducing IMPLAN Cloud's in-app Quick Start Guides feature for simplifying economic impact analysis, presented by Candi Clouse and Daniel Dewar.
- [IMPLAN Webinar: Leakages 101: Accounting for Leakages in Economic Impact Analysis](https://implan.com/resources/webinars/leakages-webinar/): Webinar explaining economic leakages, which stop spending rounds from continuing indefinitely in an IMPLAN analysis, covering leakage types and data sources in IMPLAN Cloud, by Jenny Thorvaldson and Wesley Morgan.
- [IMPLAN Webinar: Lobbying with IMPLAN: How One Nonprofit Influenced Legislation with Economic Impact Analysis](https://implan.com/resources/webinars/lobbying-webinar/): Webinar with Carl A. Marrara of the Pennsylvania Manufacturers' Association on how IMPLAN Cloud helped the nonprofit advocate for pro-growth manufacturing legislation.
- [IMPLAN Webinar: Modeling the Impacts of Natural Disasters](https://implan.com/resources/webinars/natural-disasters-impact/): Webinar on modeling natural disaster impacts in IMPLAN, using Hurricane Florence to quantify financial risk and inform mitigation strategy, presented by Michael Nealy.
- [IMPLAN Webinar: More Than Servers and Square Footage: The Economic Impacts of Data Centers](https://implan.com/resources/webinars/data-centers-webinar/): Webinar on the economic ripple effects of data centers, including energy and labor demand and infrastructure investment in local communities, presented by Candi Clouse, Ph.D.
- [IMPLAN Webinar: Negotiation Tools: Digging Into Tax Impact Reports](https://implan.com/resources/webinars/tax-impacts-deminar/): Webinar on interpreting IMPLAN Cloud tax impact reports, covering direct and indirect tax revenue estimates for business negotiations and EDCs, by Andrew Fennell.
- [IMPLAN Webinar: Quantifying Economic Impacts of Construction and Operation Facilities](https://implan.com/resources/webinars/edc-webinar/): Deminar on using IMPLAN Cloud for facility construction and operation impact analysis, featuring why Apple chose North Carolina for its campus, by Sales Director Doug Arrington.
- [IMPLAN Webinar: Quantifying Income Earned in the Gig Economy](https://implan.com/resources/webinars/quantifying-income-earned-in-the-gig-economy/): Webinar demonstrating how to quantify gig-economy income impact in IMPLAN, covering Uber, Lyft, DoorDash, and Instacart earnings, presented by Michael Nealy.
- [IMPLAN Webinar: Rebuilding Tourism Economies with Data-Driven Decisions](https://implan.com/resources/webinars/rebuilding-tourism-webinar/): Webinar panel with IMPLAN and Buxton on how COVID-19 affected tourism-reliant businesses and how economic impact analysis can inform tourism recovery.
- [IMPLAN Webinar: Regional Trade in IMPLAN Cloud: Models, Data, and Visualization](https://implan.com/resources/webinars/regional-trade-webinar/): Webinar on IMPLAN's county-to-county commodity trade flow data underlying regional purchase coefficients and multi-regional input-output modeling, by Bjorn Markeson.
- [IMPLAN Webinar: SB 253 Compliance - Emissions Reporting with IMPLAN](https://implan.com/resources/webinars/emissions-reporting-guide-webinar/): Webinar with IMPLAN's Maria Lucas and Bjorn Markeson, Ph.D. on California SB 253 requirements (penalties up to $500,000/year) and IMPLAN's GHG Protocol-aligned emissions reporting.
- [IMPLAN Webinar: Showing the Impact of University Research Funding](https://implan.com/resources/webinars/funding-cuts-webinar/): Webinar on using IMPLAN to quantify the local, regional, and federal economic impact of university research funding amid proposed federal cuts, by Bjorn Markeson.
- [IMPLAN Webinar: Small Colleges, Big Impact: Modeling the Economic Fallout of Campus Closures](https://implan.com/resources/webinars/university-closures-webinar/): Webinar case study on the 2024 closure of Notre Dame College in South Euclid, Ohio, with Cleveland State's Kristen Blazek and IMPLAN's Candi Clouse on modeling small-college closure impacts.
- [IMPLAN Webinar: Streamline Your Analysis: Unlock Custom Spending Patterns with IMPLAN](https://implan.com/resources/webinars/custom-spending-pattern-deminar/): Webinar demoing IMPLAN's Custom Spending Pattern feature, letting users save and reuse a spending pattern across projects instead of re-entering it, by Bjorn Markeson.
- [IMPLAN Webinar: Take a Tour of IMPLAN’s Data Elements](https://implan.com/resources/webinars/data-elements-webinar/): Webinar tour of IMPLAN's Region Details and Data Library, including Social Accounting Matrices, occupational data, CEW employment/wage data, and county-to-county trade flows, by Bjorn Markeson.
- [IMPLAN Webinar: Take on the World With IMPLAN's International Product](https://implan.com/resources/webinars/international-solution-webinar/): Webinar with IMPLAN's Jenny Thorvaldson, Ph.D. and Angela Slovachek introducing IMPLAN's International Product, which offers national-level economic data for 64 countries.
- [IMPLAN Webinar: The 2021 Data Release is Here!](https://implan.com/resources/webinars/2021-data-release-webinar/): Webinar introducing IMPLAN's 2021 data release, covering changes in employment, compensation, foreign trade, and household spending in the post-pandemic economy.
- [IMPLAN Webinar: The E in ESG: A Tale of Two Cities](https://implan.com/resources/webinars/webinar-esg/): Webinar on where IMPLAN's Environmental Data and Occupation Data come from, illustrated with an example of using them to inform where a new industry should locate.
- [IMPLAN Webinar: The Effects of Steel Tariffs on Oil Well Drilling: How a Senior Economic Policy Advisor Uses IMPLAN to Advocate at the State and Congressional District Level](https://implan.com/resources/webinars/oil-well-drilling-webinar/): Webinar with Geoffrey Brand, Ph.D., a former American Petroleum Institute economic policy advisor, on using IMPLAN to analyze steel tariffs' effect on oil well drilling and advocate for the oil and gas industry.
- [IMPLAN Webinar: The IMPLAN API: Opening the IMPLAN Cloud](https://implan.com/resources/webinars/api-webinar/): Webinar with CEO Justin Helmig and VP Erik Garrett on the IMPLAN API, addable to any National Package subscription to integrate and automate workflows.
- [IMPLAN Webinar: The “Plan” in IMPLAN: How Planners Promote Sustainable and Coordinated Development Within a Specific Region](https://implan.com/resources/webinars/planners-webinar/): Webinar on how regional planning commissions and directors use IMPLAN to understand regions and win stakeholder and funding approval, by Candi Clouse and Jackson Retzer.
- [IMPLAN Webinar: Understanding Multi-Regional Input Output](https://implan.com/resources/webinars/understanding-multi-regional-input-output-mrio/): Webinar primer on Multi-Regional Input-Output (MRIO) analysis, covering how it differs from single-region analysis and setup in IMPLAN Cloud, by Angela Slovachek.
- [IMPLAN Webinar: Understanding Multi-Regional Input-Output (MRIO)](https://implan.com/resources/webinars/mrio-webinar/): Webinar on Multi-Regional Input-Output (MRIO) analysis, explaining how economic effects disperse into other regions and create local effects, by Angela Slovachek.
- [IMPLAN Webinar: Understanding the Newest Canada Data Release from IMPLAN](https://implan.com/resources/webinars/canada-data-release-webinar/): Webinar walkthrough of IMPLAN's newest Canada data release (2022 dataset), covering its structure, sources, and applications, presented by Ashley Bickel and Eric Clower.
- [IMPLAN Webinar: Unlock New Insights with Sub-Provincial Granularity in IMPLAN’s Canada Product](https://implan.com/resources/webinars/canada-subprov-webinar/): Webinar on IMPLAN's new sub-provincial granularity for modeling and comparing economic impacts across Canadian regions, by Eric Clower and Ashley Bickel.
- [IMPLAN Webinar: Unlock the Story Behind the Numbers with IMPLAN’s New Time Series Data](https://implan.com/resources/webinars/time-series-data-webinar/): Webinar introducing IMPLAN's new time series data, covering revised raw data and methodological improvements integrated into its historic datasets, by Jenny Montell and Wesley Morgan.
- [IMPLAN Webinar: Unveiling the Power of National Economic Impact Studies](https://implan.com/resources/webinars/national-economic-impact-studies-webinar-feb25/): Webinar on IMPLAN's National Package for national-scale economic impact studies supporting policy advocacy and supplier diversity analysis, presented by Bjorn Markeson, Ph.D.
- [IMPLAN Webinar: Using Economic Analysis to Elevate Your Association’s Value](https://implan.com/resources/webinars/associations-roundtable/): Roundtable webinar on how trade associations—National Restaurant Association, Kentucky League of Cities, Alabama Hospital Association—use IMPLAN analysis for advocacy and member value, hosted by Candi Clouse.
- [IMPLAN Webinar: Using Economic Analysis to Elevate Your Association’s Value: Part 2](https://implan.com/resources/webinars/associations-part2-webinar/): Part 2 webinar led by IMPLAN's Candi Clouse on running a Contribution Analysis and turning results into Congressional one-pagers and AI-driven summaries for association advocacy.
- [Incorporating IMPLAN into Student Research](https://implan.com/resources/webinars/implan-student-research/): Webinar on incorporating IMPLAN into undergraduate, master's, and doctoral research, featuring IMPLAN's Bjorn Markeson, Ph.D. and West Texas A&M's Dr. Bridget Guerrero.
- [Inside Community Economic Impact Studies: From Data to Decisions Webinar](https://implan.com/resources/webinars/community-economic-impact-studies/): Webinar on community economic impact studies, featuring Texas A&M-Corpus Christi's Dr. Deniz Gevrek and Ohio State University Extension's Nancy Bowen-Ellzey, referencing the House of Rock study.
- [Quantify the Impact of Recreation and Tourism in Your Community](https://implan.com/resources/webinars/webinar-recreation/): Webinar demonstrating an IMPLAN impact analysis of the Torrence Creek Greenway in Mecklenburg County, NC, and its proposed expansion.
- [Supporting Advocacy with IMPLAN: The Case of Rural Hospitals](https://implan.com/resources/webinars/rural-hospital-closures/): Webinar with IMPLAN's Eric Clower and Lauren Benavidez-Brouk on modeling economic impacts of rural hospital closures, Medicaid/Medicare reimbursement changes, and workforce reductions for advocacy.
- [Unlock the Power of Forward Linkages: Turn Data into Dollars](https://implan.com/resources/webinars/forward-linkages-webinar-jan26/): Webinar on IMPLAN's Forward Linkages Suite for modeling downstream ROI, sustainability/Scope 3 impacts, and tariff or regulatory price-shock effects, by Eric Clower and Nadège Ngomsi.

**Case Studies**

- [Economic Impacts of a Farm to School Program: How a Federally Funded Program Discovered its Economic Significance](https://implan.com/resources/case-studies/farm-to-school/): Analyzes storytelling tactics the National Farm to School Network used in its economic impact study on farm-to-school supply chains, including a rigorous methodology section and colored call-out boxes.
- [Habitat For Humanity’s Effect in Greenville, South Carolina](https://implan.com/resources/case-studies/stronger-together-habitat-for-humanitys-effect-in-greenville-south-carolina/): Habitat for Humanity of Greenville County, SC, used economic impact data to help win passage of a 2015 state bill exempting it from sales tax on construction materials, after building over 330 homes since 1987.
- [How ACHIEVA Uses IMPLAN to Measure Its Economic Impact](https://implan.com/resources/case-studies/achieva-and-the-cohort/): ACHIEVA, a Pittsburgh nonprofit serving over 12,000 people with intellectual and developmental disabilities, joined a 10-organization Allegheny County cohort study measuring nonprofits' impact via IMPLAN.
- [How IMPLAN’s Congressional District Data Helped Secure Passage of the Modern Fish Act](https://implan.com/resources/case-studies/how-implans-congressional-district-data-helped-secure-passage-of-the-modern-fish-act/): American Sportfishing Association used IMPLAN contribution analysis (recreational fishing: $125B nationally) to produce Congressional-district data supporting the Modern Fish Act (Dec. 31, 2018).
- [How Michigan State University Uses IMPLAN To Accelerate its Research Facility Funding](https://implan.com/resources/case-studies/regional-fission/): Michigan State University used IMPLAN and MRIO analysis to track its regional economic contribution while securing DOE funding (Dec. 2008) for the ~$550 million Facility for Rare Isotope Beams.
- [How One Nonprofit Discovered Its Economic Significance – IMPLAN Case Study](https://implan.com/resources/case-studies/assisted-economy/): Lynchburg Regional Business Alliance (Virginia) used an IMPLAN economic impact analysis to help persuade Amherst County to donate land for a $13 million assisted living facility expected to create 60 jobs.
- [How the Brewers Association Uses IMPLAN to Revolutionize an Industry](https://implan.com/resources/case-studies/raising-the-bar-advocacy/): Brewers Association chief economist Bart Watson used IMPLAN in 2013 to model craft brewing's economic impact, finding small and independent brewers contributed $33.9 billion to the U.S. economy in 2012.
- [How the Charlotte Housing Authority Uses IMPLAN to Discover Its Economic Significance](https://implan.com/resources/case-studies/charlottehousingauthority/): Analyzes storytelling tactics the Charlotte Housing Authority used in its Economic Impacts report (2009-2014), including condensing a 41-page study into a 12-page brochure with visual cartouches and charts.
- [How the City of Elkhart, Indiana Uses IMPLAN to Revitalize Its Waterfront](https://implan.com/resources/case-studies/foundry/): The Foundry Project, a mixed-use waterfront redevelopment in Elkhart, Indiana adding 205 downtown housing units; a 2016 analysis projected ~$25.5 million in investment and up to $26.1 million in annual economic impact.
- [How the Hawthorne Realty Group Uses IMPLAN to Find the Economic Impacts of Mixed-Use Real Estate Development](https://implan.com/resources/case-studies/crenshaw/): Hawthorne Realty Group and the City of Hawthorne, CA commissioned HR&A Advisors to analyze a mixed-use project, later built as the 230-unit Millennium Hawthorne, projecting ~$10.8 million in net municipal revenue.
- [How the Nashville Fairgrounds Uses IMPLAN to Find the Economic Impacts of Mixed-Use Real Estate Development](https://implan.com/resources/case-studies/nashville-fairgrounds/): Nashville and Davidson County's master plan for the Tennessee State Fairgrounds evaluated four reuse scenarios with consultants CSL, Venue Solutions Group, and Convergence Design after 2010 financial troubles.
- [How the National Park Service Used Economic Modeling to Estimate Its Contribution to the National GDP](https://implan.com/resources/case-studies/usgs/): The National Park Service, marking its 2016 centenary, used economic modeling to estimate its contribution to national GDP, drawing on National Environmental Policy Act requirements.
- [How the New York Apple Association Uses IMPLAN to Find the Economic Contribution of Apples in the State](https://implan.com/resources/case-studies/apples/): Cornell University and Cornell Cooperative Extension used IMPLAN contribution analysis, funded by the New York Apple Association, to estimate the apple industry's economic contribution via grower survey data.
- [How the Tennessee Hospital Association Quantified the Economic Impact of Healthcare in the Volunteer State](https://implan.com/resources/case-studies/how-the-tennessee-hospital-association-quantified-the-economic-impact-of-healthcare-in-the-volunteer-state/): Tennessee Hospital Association used IMPLAN with member payroll and employment data, finding nearly $6 billion in hospital payroll generates over $8.5 billion in total economic impact across all 95 Tennessee counties.
- [How the University of Georgia Uses IMPLAN to Measure Georgia’s $76 Billion Agricultural Economy](https://implan.com/resources/case-studies/surveying-georgias-76-billion-agricultural-economy/): University of Georgia's Center for Agribusiness & Economic Development used IMPLAN input-output analysis in its 2020 Ag Snapshot, finding agriculture supports $76 billion in output and over 399,200 jobs in Georgia.
- [IMPLAN Case Study: How QTS Data Centers Uses IMPLAN to Communicate the True Economic Value of Data Center Development](https://implan.com/resources/case-studies/qts-data-centers/): QTS Data Centers' Jeff Green uses IMPLAN to model the economic value of multi-year data center construction projects and correct misconceptions about water use and job creation.
- [IMPLAN Case Study: How the National Restaurant Association Uses IMPLAN to Drive Industry Insights and Advocacy](https://implan.com/resources/case-studies/nra-case-study/): National Restaurant Association, led by chief economist Chad Moutray, adopted IMPLAN to run in-house economic impact and contribution analyses, replacing reliance on BEA input-output tables and outside consultants.
- [IMPLAN Case Study: How the National Restaurant Association Uses IMPLAN to Drive Industry Insights and Advocacy](https://implan.com/resources/case-studies/afai-case-study/): Alliance for Automotive Innovation, led by Tricia Cauley, switched in 2018 from a consultant-run REMI model costing nearly $250,000 a year to IMPLAN for in-house, Congressional-district-level economic analysis.
- [Making the Most of a Tax Incentive Program](https://implan.com/resources/case-studies/of-curds-and-whey/): Meister Cheese, a family-owned Wisconsin dairy and whey producer, sustained its supply chain during the 2007-2009 downturn after installing a $1.7 million wood-fired boiler saving about $400,000 a year in natural gas.
- [Minority & Women-Owned Business with IMPLAN & EPB](https://implan.com/resources/case-studies/minority-women-owned-business-study/): EPB, the Chattanooga, TN municipal electric and broadband utility, used IMPLAN in 2023 to quantify its minority- and women-owned business supplier program, having spent over $93 million with diverse vendors since 2001.
- [Reinvesting in Baltimore’s Inner Harbor](https://implan.com/resources/case-studies/harboring-tourism/): Baltimore's Inner Harbor nonprofit Waterfront Partnership commissioned an economic impact analysis to justify reinvestment in aging infrastructure like the Promenade and Amphitheatre.
- [Resiliency and Economic Impact: How One Coastal State Rewrote the Book on Conservation](https://implan.com/resources/case-studies/resiliency-and-economic-impact-how-one-coastal-state-rewrote-the-book-on-conservation/): Louisiana's Coastal Protection and Restoration Authority used economic modeling to prioritize wetlands conservation spending after Hurricane Katrina, citing land loss of about one football field per hour.
- [The Economic Benefits of an NMTC-Funded Development Effort](https://implan.com/resources/case-studies/great-buildings-great-places/): The NMTC-funded "12W" mixed-use project in Portland, Oregon, overseen by United Fund Advisors, created 274 affordable rental units and 85,000 sq ft of new office space.
- [The Economic Emergence of the Research Park at the University of Illinois](https://implan.com/resources/case-studies/incubating-impacts/): The Research Park at the University of Illinois Urbana-Champaign, home to the EnterpriseWorks incubator, ran an IMPLAN economic impact analysis in 2011 after a decade of operations to quantify its regional value.
- [The Economic Impact of Mayo Clinic: Now, Then, & All Points in Between](https://implan.com/resources/case-studies/the-economic-impact-of-mayo-clinic-now-then-all-points-in-between/): Mayo Clinic's Jacksonville, Florida campus used IMPLAN to quantify its economic value amid a 2017 expansion plan totaling over $70 million, on top of $300 million already invested.
- [The Economic Impact of the Wine and Grape Industry in Canada](https://implan.com/resources/case-studies/wine-country/): Four Canadian wine associations commissioned an IMPLAN analysis finding the wine and grape industry contributed $6.8 billion to Canada's economy in 2011, updated in 2016.
- [The Economic Impacts of California State University Northridge](https://implan.com/resources/case-studies/csun/): Analyzes storytelling tactics California State University Northridge used in its Economic and Social Impact Study, including an executive summary, itemized expenditures, and a dedicated microsite.

**White Papers**

- [IMPLAN White Paper: 3 Steps to Increase Your Nonprofit’s Funding](https://implan.com/resources/white-papers/3-steps-to-increase-your-nonprofits-funding/): White paper outlining three steps nonprofits can use economic impact analysis to quantify their contributions and strengthen fundraising and grant applications.
- [IMPLAN White Paper: 5 Questions to Ask When Fact-Checking an Economic Impact Analysis](https://implan.com/resources/white-papers/economic-analysis-fact-check/): White paper providing five key questions decision-makers should ask to evaluate the credibility, assumptions, and methodology behind a third-party economic impact study.
- [IMPLAN White Paper: An Introduction to Economic Impact Analysis: Using Economic Data to Drive Better Decisions](https://implan.com/resources/white-papers/drive-decisions/): White paper introducing economic impact analysis fundamentals, explaining direct, indirect, and induced effects and how input-output modeling measures economic ripple effects.
- [IMPLAN White Paper: Consultants: Communicating Economic Value with IMPLAN](https://implan.com/resources/white-papers/consultants-white-paper/): White paper on how consulting firms use economic impact analysis to strengthen client engagements, quantify project impacts, and communicate economic value to stakeholders.
- [IMPLAN White Paper: Contribution Analysis for Associations and Economic Developers](https://implan.com/resources/white-papers/economic-contribution-analysis/): White paper introducing economic contribution analysis for associations and economic developers, explaining how to measure an industry's or program's role in a regional economy.
- [IMPLAN White Paper: Create a Compelling Economic Impact Report](https://implan.com/resources/white-papers/how-to-guide/): White paper on structuring a compelling economic impact report, covering how to frame the problem statement, build a narrative, and present results for decision-makers.
- [IMPLAN White Paper: Easy as 1-2-3: How You Can Analyze the Impact of New Construction and Operations with IMPLAN’s In-App Guides](https://implan.com/resources/white-papers/quick-start-guides-whitepaper/): White paper introducing IMPLAN's Construction and Operations Quick Start Guide, an in-app tool for structuring construction/operations events and moving from setup to results faster.
- [IMPLAN White Paper: Economic Impact Analysis Guide for Mixed-Use Real Estate Development](https://implan.com/resources/white-papers/mixed-use/): White paper on economic impact analysis for mixed-use real estate development, covering construction vs. operational impacts and IMPLAN sector selection for residential, retail, and office uses.
- [IMPLAN White Paper: IMPLAN for Associations: Demonstrating Economic Impact to Key Stakeholders](https://implan.com/resources/white-papers/associations-white-paper/): White paper on how associations use economic impact analysis to demonstrate industry value to policymakers, members, and stakeholders and strengthen advocacy efforts.
- [IMPLAN White Paper: Maximizing Policy Advocacy Results: How Showing Your Value at the Congressional District Level Drives Favorable Outcomes](https://implan.com/resources/white-papers/policy-advocacy-white-paper/): White paper on using congressional district-level economic impact data to strengthen policy advocacy and improve legislative and funding outcomes.
- [IMPLAN White Paper: Quantify Your Environmental Impacts with IMPLAN](https://implan.com/resources/white-papers/quantify-environmental-impact/): White paper introducing IMPLAN's environmental data, covering the 12 environmental categories it measures and how emissions and resource-use outputs connect to economic impact results.
- [IMPLAN White Paper: Secure New Markets Tax Credit Allocations for Your CDE](https://implan.com/resources/white-papers/nmtc-funding-guide/): White paper on how nonprofits and Community Development Entities (CDEs) can use economic impact analysis to strengthen New Markets Tax Credit (NMTC) funding applications.
- [IMPLAN White Paper: Simplifying Tax Credit Applications Using Impact Analysis](https://implan.com/resources/white-papers/tax-credit-applications/): White paper on how tax impact analysis estimates federal, state, and local tax revenues generated by economic activity to strengthen tax credit applications and funding requests.
- [IMPLAN White Paper: The Economic Developer's Guide to Impact Analysis](https://implan.com/resources/white-papers/economic-impact-analysis-guide/): White paper introducing economic impact analysis fundamentals for economic developers, covering site selection, incentive decisions, and communicating results to stakeholders.
- [IMPLAN White Paper: The Nonprofit's Guide to Increasing Fundraising Results with Economic Impact Analysis](https://implan.com/resources/white-papers/quantify-nonprofit-impact/): White paper on how nonprofits can use economic impact analysis to quantify their economic contributions and strengthen fundraising campaigns with donors and foundations.
- [IMPLAN White Paper: The Tourism Impacts Primer for Economic Developers](https://implan.com/resources/white-papers/tourism-impacts-guide/): White paper introducing tourism impact analysis fundamentals, including how to design a visitor spending survey and measure tourism's effect on local jobs, businesses, and tax revenue.
- [IMPLAN White Paper: Understanding Economic Impact, Economic Contribution, and Export Base](https://implan.com/resources/white-papers/mastering-economic-analysis-whitepaper/): White paper explaining the differences between economic impact, economic contribution, and export base analysis, and how input-output models and Social Accounting Matrices (SAM) support each.
- [IMPLAN White Paper: What You Need to Know About California’s Climate Corporate Data Accountability Act](https://implan.com/resources/white-papers/scope-emissions-white-paper/): White paper on California's SB 253 Climate Corporate Data Accountability Act, covering Scope 1, 2, and 3 emissions reporting requirements and IMPLAN's emissions modeling for compliance.

**Ebooks**

- [Using Economic Impact Analysis for Advocacy | IMPLAN Ebook](https://implan.com/resources/ebooks/ebook-leading-with-impact/): Ebook 'Leading With Impact' teaches advocacy and policy professionals to replace anecdotal narratives with a structured, defensible economic impact framework tailored to specific stakeholders and geographies.

**Resource Hub**

- [IMPLAN Certified Economist Program](https://implan.com/resources/certified-economist-program/): IMPLAN's Certified Economist Program requires a current subscription, completed training, a published report using IMPLAN, a $500 application fee, and an 80%-or-higher exam score for certification.
- [IMPLAN Training](https://implan.com/resources/customer-training/): IMPLAN's Introduction to IMPLAN training: a $3,000 three-day live session at its Huntersville, NC headquarters, or a $2,000 five-week virtual course covering input-output analysis and event types.
- [Reports Using IMPLAN](https://implan.com/resources/reports-using-implan/): Lists real-world economic impact reports by IMPLAN Certified Economists, including studies on Crowder College, the LA Philharmonic (Beacon Economics), and Ohio's craft brewing industry (Silverlode Consulting).


## Company

- [Citation Guidelines](https://implan.com/citation-guidelines/): IMPLAN's official citation guidelines cover in-text citation, footnote/caption format, and reference-list format for citing IMPLAN data, models, or the IMPLAN Blog/Support Site in publications.
- [Company](https://implan.com/company/): Company 'About' page covering IMPLAN's origin serving the U.S. Forest Service, its 50+ year history, and its core values of Community, Respect, and Stewardship.
- [Contact Us](https://implan.com/contact/): Contact page listing IMPLAN's sales phone number (800-507-9426), its Huntersville, NC headquarters address, and a support email for existing subscribers.
- [Corporate Government Affairs](https://implan.com/corporate-government-affairs/): Positions IMPLAN for Corporate Government Affairs teams to produce policy-ready economic impact analysis in-house, reducing reliance on outside consultants, with a testimonial from an IMPLAN customer at RTX.
- [Economic Impact Analysis Software | IMPLAN](https://implan.com/economic-impact-demo-campaign/): IMPLAN's economic impact software offers 528 industry datasets and custom regional analysis from county to national level, with a testimonial from Trygve Vigmostad of National Community Development Services.
- [History](https://implan.com/history/): Details IMPLAN's history from its 1976 origin under the U.S. Forest Service and 1979 Fortran build, through the 2009 addition of Multi-Regional Input-Output capability, to its 2026 50th anniversary and AI features.
- [IMPLAN Competitors](https://implan.com/alternatives/): Compares IMPLAN against REMI, PROSERIS, and RIMS II on transparency, county/ZIP-level data granularity, scenario customization, support, and cloud capabilities, positioning IMPLAN as the most transparent option.
- [IMPLAN FAQ](https://implan.com/implan-faq/): Explains that IMPLAN stands for IMpact analysis for PLANning, covering the economic impact and contribution analyses IMPLAN performs, how its input-output modeling works, and its multi-regional analysis capability.
- [IMPLAN For Policy Advocacy](https://implan.com/implan-for-policy-advocacy/): Positions IMPLAN Cloud for policy evaluation, tax decisions, and environmental assessment across government levels, featuring a testimonial from Trygve Vigmostad of National Community Development Services.
- [IMPLAN and C2ER Partnership](https://implan.com/implan-and-c2er-partnership/): IMPLAN's partnership with the Council for Community and Economic Research (C2ER) features a members-only webinar on occupation data and AI Connect hosted by Andrew Fennell and Chris Brown, September 16, 2026.
- [IMPLAN and UEDA Partnership](https://implan.com/ueda-partnership/): IMPLAN's UEDA partnership offers members preferred pricing and a members-only webinar on university economic footprint, hosted by Bjorn Markeson, Ph.D., September 17, 2026.
- [IMPLAN and VEDA Partnership](https://implan.com/implan-and-veda-partnership/): IMPLAN's partnership with VEDA offers members exclusive subscription discounts, tailored training, and quarterly or bi-annual webinars on IMPLAN use cases and new features.
- [IMPLAN in the Classroom](https://implan.com/implan-classroom/): IMPLAN Classroom gives students the same geography access as their professor's license; used by students and professors at more than 190 colleges and universities.
- [IMPLAN — Understand the Economic Impact of Your Decisions](https://implan.com/): IMPLAN's cloud platform quantifies how policies and investments affect jobs, income, output, and taxes; case studies: Farm to School Network, Modern Fish Act, Brewers Association, and Charlotte Housing Authority.
- [Navigating Economic Uncertainty](https://implan.com/navigating-economic-uncertainty/): Promotes IMPLAN's economic impact analysis for assessing federal funding disruptions, aimed at government, economic development, research, and business audiences.
- [Pricing](https://implan.com/implan-pricing-and-packages/): Explains IMPLAN's use-case-based pricing packages, including Enterprise Consulting and Enterprise Corporate plans, seat-based licensing, and an FAQ on consulting vs. non-consulting plans.