SPACE framework
Satisfaction, Performance, Activity, Communication, Efficiency. The qualitative complement to DORA.
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Oliver Wakefield-Smith
Founder, Digital Signet. Built siemcost / monitoringcost / itbudgetcalculator.
Updated 21 Jun 2026
Direct answer
SPACE is a developer-productivity framework with five dimensions: Satisfaction, Performance, Activity, Communication, Efficiency. Authored by Forsgren, Storey, Maddila, Houck and Zimmerman and published in ACM Queue in 2021 SPACE (ACM Queue 2021)2021. SPACE complements DORA by adding the human dimensions DORA does not measure.
The five dimensions
Satisfaction: survey-based wellbeing and engagement. Performance: outcomes (CFR, quality metrics). Activity: actions and outputs (commits, PRs). Communication: collaboration patterns. Efficiency: flow and interruption metrics.
Combining SPACE with CFR
The standard pairing is SPACE survey data alongside DORA system metrics. CFR is a Performance dimension; the Satisfaction and Efficiency dimensions add context for why CFR movedDX SPACE Revisited2024.
SPACE vs DORA vs Core 4
DORA is system-only. SPACE is qualitative + quantitative. Core 4 productises a layered view with DXI as the survey instrument. None replaces the others; the modern executive stack uses all three together.
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