EcosystemSUMMIT & RESEARCH
Evidence library / The Reality of AI: Adoption, Capacity, and Change Management
AI for development · SELECTED MOMENT · 0:41

Many separate health apps create workload and connectivity barriers for frontline workers.

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Emily JanochAssociate Vice President for Evidence and Learning · CARELinkedIn ↗
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Emily JanochAssociate Vice President for Evidence and Learning · CARELinkedIn ↗

Many separate health apps create workload and connectivity barriers for frontline workers.

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Attributed contributors: Emily Janoch. “Many separate health apps create workload and connectivity barriers for frontline workers..” The Reality of AI: Adoption, Capacity, and Change Management. ECOSYSTEM Summit, Barcelona, 16 September 2026. Session time 12:29–13:11. https://cs-ecosystem.commonshare.workers.dev/evidence/E-df255a6f15d2

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Analyst synthesis. The recording establishes that a claim was made. It does not independently establish the claimed effect.

mechanism argument

Many separate health apps create workload and connectivity barriers for frontline workers.

Contributors
Emily JanochAssociate Vice President for Evidence and Learning · CARELinkedIn ↗

Proposed mechanism: Fragmented tools compete for scarce attention, electricity and network access.

Limit: Illustrative workload rather than an app-use survey.

workflow integrationcapacityknowledge silos

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