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Demand planning for the digital supply chain: How to integrate human judgment and predictive analytics
16 references·2 citing·45 second hop
Demand planning for the digital supply chain: How to integrate human judgment and predictive analytics (2023)Demand planning for the digital supply ch…Retail forecasting: Research and practice (2019)Retail forecasting: Research …oTree - An Open-Source Platform for Laboratory, Online, and Field Experiments (2016)oTree - An Open-Source Platfo…The Oxford Handbook of Evidence-Based Management (2012)The Oxford Handbook of Eviden…Ordering Behavior in Retail Stores and Implications for Automated Replenishment (2010)Ordering Behavior in Retail S…Effective forecasting and judgmental adjustments: an empirical evaluation and strategies for improvement in supply-chain planning (2009)Effective forecasting and jud…Field experiments in economics: The past, the present, and the future (2008)Field experiments in economic…Rule-based Forecasting: Development and Validation of an Expert Systems Approach to Combining Time Series Extrapolations (2007)Rule-based Forecasting: Devel…Judgmental forecasting: A review of progress over the last 25years (2006)Judgmental forecasting: A rev…Another look at measures of forecast accuracy (2006)Another look at measures of f…Field Experiments (2004)Field ExperimentsThe M3-Competition: results, conclusions and implications (2000)The M3-Competition: results, …Decision Bias in the Newsvendor Problem with a Known Demand Distribution: Experimental Evidence (2000)Decision Bias in the Newsvend…The weighing of evidence and the determinants of confidence (1992)The weighing of evidence and …Interaction of Judgemental and Statistical Forecasting Methods: Issues & Analysis (1991)Interaction of Judgemental an…Database Models and Managerial Intuition: 50% Model + 50% Manager (1990)Database Models and Manageria…Applied Economic Forecasting (1967)Applied Economic ForecastingApplication of artificial intelligence in demand planning for supply chains: a systematic literature review (2025)Application of artificial int…Enterprise digital transformation empowers supply Chain stability (2024)Enterprise digital transforma…Judgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: Heuristics and Biases (1975)The illusion of control. 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References

  • 2006Another look at measures of forecast accuracy5,736 cited
  • 2004Field Experiments2,321 cited
  • 2016oTree - An Open-Source Platform for Laboratory, Online, and Field Experiments1,903 cited
  • 1992The weighing of evidence and the determinants of confidence1,842 cited
  • 2000The M3-Competition: results, conclusions and implications1,700 cited
  • 2000Decision Bias in the Newsvendor Problem with a Known Demand Distribution: Experimental Evidence1,087 cited
  • 2008Field experiments in economics: The past, the present, and the future590 cited
  • 2006Judgmental forecasting: A review of progress over the last 25years535 cited
  • 1990Database Models and Managerial Intuition: 50% Model + 50% Manager473 cited
  • 2009Effective forecasting and judgmental adjustments: an empirical evaluation and strategies for improvement in supply-chain planning447 cited
  • 2012The Oxford Handbook of Evidence-Based Management379 cited
  • 2019Retail forecasting: Research and practice357 cited
  • 2007Rule-based Forecasting: Development and Validation of an Expert Systems Approach to Combining Time Series Extrapolations277 cited
  • 2010Ordering Behavior in Retail Stores and Implications for Automated Replenishment216 cited
  • 1967

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Applied Economic Forecasting
195 cited
  • 1991Interaction of Judgemental and Statistical Forecasting Methods: Issues & Analysis187 cited
  • Cited by

    • 2025Application of artificial intelligence in demand planning for supply chains: a systematic literature review38 cited
    • 2024Enterprise digital transformation empowers supply Chain stability35 cited