newms-theory-building

Theory Building (newms-theory-building)

NM&S publishes empirical, critical, and computational work, but it consistently rewards papers that deliver a concept or mechanism that travels beyond the studied platform. "Theory" here is broad: it can be a new construct, a re-specification of a travelling concept, a critical/normative argument, or a mechanism that explains how a digital-media phenomenon works socially. It is rarely a formal model.

When to trigger

• Your draft has a finding but no portable idea ("X is associated with Y" and stop)
• A reviewer called the work "atheoretical," "descriptive," or "a-just-so story"
• You need to state what concept a reader in another field could carry elsewhere

What counts as theory at NM&S

Mode	What it delivers	Example shape
New construct	a named thing the field lacked	"context collapse," "networked privacy"
Re-specified concept	sharper definition + scope	redefining "affordance" relationally
Mechanism	how/why a process works	datafication → self-discipline
Critical / normative	what is at stake and for whom	platform power as a justice problem
Typology	meaningful kinds, not a scale	varieties of digital disconnection

The portability test (NM&S-specific)

Ask: "Could a researcher studying a different platform or context import this idea and learn something?" If the answer is "only if they study the same app," you have a finding, not a concept. Make the idea portable by (a) naming it, (b) defining it independent of the platform, and (c) stating its scope conditions — where it holds and where it breaks.

Build sequence

1. Name the concept or mechanism. A handle others can cite.
2. Define it independent of your data. It must make sense without your platform.
3. Specify the mechanism. What produces what, through what process? Not just correlation.
4. State scope conditions. When does it operate, and when not? Boundary conditions earn trust.
5. Derive observable implications. What would we see if the argument is right vs. wrong? (This links to newms-research-design's adjudication move.)
6. Connect to theory. Anchor in media/communication and social theory — affordances, mediatization, publics, surveillance, political economy of platforms — so the contribution is legible and located.

For critical / theoretical papers (no original data)

The argument is the contribution. Make the claim explicit, walk the strongest counter-argument, and show what the framing makes visible that prior framings hid. Avoid free-floating critique: tie it to concrete digital-media practice and name what is at stake and for whom.

Worked micro-example (illustrative)

Finding: gig couriers reorganize their day around an opaque ranking score.
Concept named: "datafied control" — control exercised through continuous datafication and ranking.
Defined platform-independently: any setting where opaque metrics govern access to work/reward.
Mechanism: visibility of the score → anticipatory self-discipline → internalized managerial logic.
Scope conditions: holds where metrics are opaque and tied to material stakes; weak where workers can
  see/contest the rule. Observable implication: workers comply *before* sanction, not after.

Calibration anchors

• Name it or lose it. An unnamed mechanism cannot be cited or carried — naming is the contribution.
• Define without the platform. If the concept needs the app to make sense, it isn't portable.
• Scope conditions are strength, not hedging. Saying where the idea breaks earns a referee's trust.

Anti-patterns

• A finding with no mechanism — "X is associated with Y" and stop
• HARKing: presenting post-hoc patterns as if hypothesized in advance
• Borrowing a travelling concept (affordance, datafication) without sharpening or sourcing it
• Critique with no grounding in concrete digital-media practice
• A "theory" that only describes one platform and travels nowhere

Output format

【Concept / mechanism】the named, portable idea
【Definition】stated independent of the platform
【Mechanism】what produces what, and how
【Scope conditions】where it holds / breaks
【Observable implications】what we'd see if right vs. wrong
【Next】newms-research-design

Supplementary resources

• ../../resources/worked-examples/01-introduction.md — a portable concept front-loaded in an intro
• ../../resources/exemplars/library.md — NM&S papers whose concepts travel