a2ruAcademic Metrics

Findings

Interview insightPreliminary

Adding categories may not solve the underlying problem.

One anonymized institutional interview. Prototype case, not a general evaluation of Elements.

Evidence

In the Elements notes, inconsistent data entry limits aggregation. Categories can fail to capture work with multiple meanings. Public impact and research may be artificially separated. Data can become flattened. Interdisciplinary and collaborative work exposes weaknesses in older systems. Simply adding categories may not solve the underlying problem.

Interpretation

The interview points toward relationships among process, milestones, evidence, audiences, and impact — a pathway — rather than a longer list of output types.

Limitations

Single account. The interviewee’s knowledge of downstream uses, including tenure and promotion, may be incomplete. Do not generalize to every Elements implementation.

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