Case
Starbucks and forecasting through COVID-19
On 8 April 2020 Starbucks withdrew its full-year guidance because it could not estimate the pandemic's effect with reasonable accuracy. In Q4 of fiscal 2020 in the US, comparable transactions fell 25%, average ticket rose 21% and comparable sales fell 9%. The company later restored guidance: fiscal 2021 operating margin was guided at 14–15% and came in at 16.8%; fiscal 2022 was 14.3%.
- Industry
- Coffee chains (consumer foodservice)

Frameworks applied
This case is read through the frameworks below.
- Scenario planningBefore committing to a long-term investment in a volatile industry, which plausible futures should the leadership team test its strategy against to see if it holds?
- Choosing a forecasting methodWhen a manager must forecast sales or demand, should they rely on expert judgement, quantitative models, or a combination of both?
- Rolling forecast cycleWhen volatile costs, prices or exchange rates make the annual budget outdated, how should a CFO re-forecast each quarter and track monthly variances?
- Checklist of forecasting biasesBefore presenting a sales, cost or project timeline forecast, which psychological biases should a manager check for to avoid over-optimism or over-confidence?
- Capital budgeting techniquesWhen a CFO must choose between long-term investment projects, should NPV, IRR, payback or the profitability index decide, and where can each one mislead?
Sources
References
Listed A–Z by author surname, Harvard style. A source with a DOI links to https://doi.org/…; one without links to its page or says plainly that it has no DOI.
- Starbucks Corporation (2019) Starbucks reports Q4 and full year fiscal 2019 results (30 October). SEC EDGAR, Exhibit 99.1 (Press release).No DOIsec.govSource page
- Starbucks Corporation (2020) Business update (8 April). SEC EDGAR, Exhibit 99.1 (Press release).No DOIsec.govSource page
- Starbucks Corporation (2020) Starbucks reports Q2 fiscal 2020 results (28 April). SEC EDGAR, Exhibit 99.1 (Press release).No DOIsec.govSource page
- Starbucks Corporation (2020) Starbucks reports Q3 fiscal 2020 results (28 July). SEC EDGAR, Exhibit 99.1 (Press release).No DOIsec.govSource page
- Starbucks Corporation (2020) Starbucks reports Q4 fiscal 2020 results (29 October). SEC EDGAR, Exhibit 99.1 (Press release).No DOIsec.govSource page
- Starbucks Corporation (2021) Starbucks reports Q4 fiscal 2021 results (28 October). SEC EDGAR, Exhibit 99.1 (Press release).No DOIsec.govSource page
- Starbucks Corporation (2022) Starbucks reports Q4 and full fiscal year 2022 results (3 November). SEC EDGAR, Exhibit 99.1 (Press release).No DOIsec.govSource page