Linda B. Nilson

American higher-education developer (Linda Burzotta Nilson), founding director of Clemson University's Office of Teaching Effectiveness and Innovation from 1998 to 2014. Trained originally as a sociologist — taught sociology and undergraduate research methods at UCLA and the University of California, Riverside through the 1980s before moving into faculty development work. The book that anchors her presence in this topic is Specifications Grading: Restoring Rigor, Motivating Students, and Saving Faculty Time (Stylus, 2015); her general guide Teaching at Its Best (Jossey-Bass, first edition 1998, fourth edition 2016) is the consolidated source for her wider pedagogical programme.

Stake§

Nilson's stake is the practitioner-developer one of a faculty- development professional offering a grading reform that university teachers can implement without administrative permission. The 2015 book is more procedural than polemical; it accepts that grades will continue to be required by the institutional apparatus and works out a grading scheme that preserves the formative function inside that constraint. The reception in higher-education teaching-and-learning circles has been substantial — the book has run through several printings, is cited in most contemporary higher-education grading-reform conversations, and the term specifications grading now appears regularly in syllabi.

The 2015 book proposes a grading scheme structured around three features. Each major assignment has a specification — a specific list of requirements an acceptable submission must meet. Submissions are evaluated pass / fail against the specification rather than scored along a continuous scale; the work either meets the specification or it does not. Students receive tokens or bundles that allow them to revise or replace work that did not meet the specification, with a limited budget of such opportunities across the term. The course grade is determined by which combinations of acceptable submissions the student produced — for an A, a student must satisfactorily complete specifications X, Y, and Z; for a B, X and Y; and so on.

The argument the book makes for the scheme is procedural rather than philosophical. Pass / fail grading eliminates the continuous-scale problem that Butler 1988 identified: there is no numerical score to compete with the comment content for the student's attention, because the only quantitative information is met / not met. The token system institutionalises the revise-and-resubmit loop that formative assessment requires and that conventional grading discourages, by giving students a structurally bounded but real opportunity to close the gap. The bundle structure makes the relationship between work done and grade earned transparent — students know in advance what combination of acceptable submissions corresponds to which final grade.

The book's reach has been wider in higher education than in K-12; the bundle structure is more compatible with university-course autonomy than with K-12 grade-book requirements. Implementations in the literature have run across mathematics, biology, philosophy, foreign-language instruction, and writing studies; the empirical case is largely from self-reports rather than controlled comparison studies, which is a recurring critique. The scheme sits, in the topic's grading-reform strand, between the more radical ungrading move — which removes grading from formative assessment entirely — and standards-based grading — which retains continuous scales but ties them to specified criteria.