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Future Readiness Indicator

Indicator developed by the IMD Center for Future Readiness From Wikipedia, the free encyclopedia

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The Future Readiness Indicator is an indicator developed by the IMD Center for Future Readiness.[1][2][3] It assesses large publicly listed companies on their preparedness for future trends using historical data to compare innovation, resilience, and growth. Companies receive a composite score and are ranked within their respective industries.[4][5] It was developed by Howard Yu in 2021 and covers 182 companies across six different industries.[6]

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History

The Future Readiness Indicator was developed in 2021 by Howard Yu, with some rankings backdated to 2010 for analytical purposes only.[7]

Methodology

The ranking derives from seven primary, equally-weighted factors: financial indicators, projected growth, business diversification, workforce diversity/ESG, R&D, innovation outcomes, and liquidity/debt status, totaling 33 distinct variables.[8][9]

The data is publicly accessible from company outlets, news sources, and thematic reports. Factiva, CrunchBase, Espacenet, Sustainalytics, and Google Trends also supplement data collection.[8][10]

The indicator is calculated by collecting each company's historical data, performing computations for each variable, standardizing criteria data, aggregating variables into main factors, and assigning an overall ranking.[10] Each company is ranked from 1 (best) to n (worst, n=sample size) on a 1-100 scale.[8]

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Rankings

Automotive

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Consumer packaged goods

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Fashion

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Financial services

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Pharmaceutical

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Technology

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Travel

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References

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