Academic Writing & Insights

This collection of essays and research working papers examines the socio-technical interfaces of public administration, technology policy, and capability development. Drawing on seminal literature across development economics, public management, and software systems—including the capabilities approach (Sen, 1999; Nussbaum, 2011), embedded autonomy (Evans, 1995), mission-oriented state intervention (Mazzucato, 2021), ICT4D design-actuality gaps (Heeks, 2002; Toyama, 2015), and surveillance capitalism (Zuboff, 2019)—these writings operationalize the Public Capability Stack (PCS) across practical case studies and state-level policy evaluations.

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Capability & development

Adoption is not capability

The resource-layer fallacy in digital-government metrics

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DPI & digital public goods

DPI is a matching problem

Demand and supply signalling in infrastructure ecosystems

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Capability & development

Missing publics

Who demand signals leave out, and why it matters for DPGs

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Research methods

Reading 900 documents before choosing a theory

Evidence-first research design honestly disclosed

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Capability & development

Six layers, one question

A walkthrough of the Public Capability Stack

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DPI & digital public goods

The translation gap

Why validated demand still dies before funding

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Multilingualism & language access

Trusted enough for official use?

What AI translation needs before it can carry a government's name

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DPI & digital public goods

"We're not incentivised to work collectively"

Why good pilots orphan in public sector environments

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Research methods

What would prove me wrong

Falsifiability as a design principle in policy research

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Research methods

When form outruns function

Capability traps in digital reform

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